warning: commands will be executed using /bin/sh
job 3007 at Sat Mar 22 11:52:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140313/YutaMouse20-140313/YutaMouse20-140313
ElecNo	5
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 2703037 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 901012 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 47428 members 
Mstep: Class 3 contains 47437 members 
Mstep: Class 4 contains 47217 members 
Mstep: Class 5 contains 47317 members 
Mstep: Class 6 contains 47293 members 
Mstep: Class 7 contains 47424 members 
Mstep: Class 8 contains 47438 members 
Mstep: Class 9 contains 47123 members 
Mstep: Class 10 contains 47379 members 
Mstep: Class 11 contains 47854 members 
Mstep: Class 12 contains 47057 members 
Mstep: Class 13 contains 47575 members 
Mstep: Class 14 contains 47642 members 
Mstep: Class 15 contains 47509 members 
Mstep: Class 16 contains 47735 members 
Mstep: Class 17 contains 47162 members 
Mstep: Class 18 contains 47077 members 
Mstep: Class 19 contains 47573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 310.591614 but Gain 3400.394531
Score: -92628656.000000 Penalty: 61207.128906
Iteration 0F: 19 clusters Score -9.262866e+07 nChanged 849963
Entering Unmasked Mstep 
Mstep: Class 0 contains 4376 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 3 contains 54424 members 
Mstep: Class 4 contains 12144 members 
Mstep: Class 5 contains 107997 members 
Mstep: Class 6 contains 10477 members 
Mstep: Class 7 contains 6731 members 
Mstep: Class 8 contains 17787 members 
Mstep: Class 9 contains 53466 members 
Mstep: Class 10 contains 49375 members 
Mstep: Class 11 contains 70546 members 
Mstep: Class 12 contains 12150 members 
Mstep: Class 13 contains 200898 members 
Mstep: Class 14 contains 21512 members 
Mstep: Class 15 contains 44033 members 
Mstep: Class 16 contains 68515 members 
Mstep: Class 17 contains 14474 members 
Mstep: Class 18 contains 43538 members 
Mstep: Class 19 contains 102739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96343904.000000 Penalty: 61207.128906
Iteration 1F: 19 clusters Score -9.63439e+07 nChanged 338298
Entering Unmasked Mstep 
Mstep: Class 0 contains 3329 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 3 contains 30534 members 
Mstep: Class 4 contains 9033 members 
Mstep: Class 5 contains 134159 members 
Mstep: Class 6 contains 3533 members 
Mstep: Class 7 contains 3979 members 
Mstep: Class 8 contains 10364 members 
Mstep: Class 9 contains 24257 members 
Mstep: Class 10 contains 61720 members 
Mstep: Class 11 contains 38189 members 
Mstep: Class 12 contains 12992 members 
Mstep: Class 13 contains 262067 members 
Mstep: Class 14 contains 10889 members 
Mstep: Class 15 contains 32351 members 
Mstep: Class 16 contains 58999 members 
Mstep: Class 17 contains 13125 members 
Mstep: Class 18 contains 39445 members 
Mstep: Class 19 contains 137351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97028200.000000 Penalty: 61207.128906
Iteration 2F: 19 clusters Score -9.70282e+07 nChanged 218846
Entering Unmasked Mstep 
Mstep: Class 0 contains 2670 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 3 contains 24012 members 
Mstep: Class 4 contains 9525 members 
Mstep: Class 5 contains 150754 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 5155 members 
Mstep: Class 8 contains 9872 members 
Mstep: Class 9 contains 14814 members 
Mstep: Class 10 contains 64018 members 
Mstep: Class 11 contains 25595 members 
Mstep: Class 12 contains 15270 members 
Mstep: Class 13 contains 277457 members 
Mstep: Class 14 contains 5384 members 
Mstep: Class 15 contains 27220 members 
Mstep: Class 16 contains 49597 members 
Mstep: Class 17 contains 15858 members 
Mstep: Class 18 contains 28990 members 
Mstep: Class 19 contains 155479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3018.041748 but Gain 3400.398438
Score: -97384160.000000 Penalty: 57806.730469
Iteration 3F: 18 clusters Score -9.738416e+07 nChanged 164963
Entering Unmasked Mstep 
Mstep: Class 0 contains 1976 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 3 contains 20938 members 
Mstep: Class 4 contains 10532 members 
Mstep: Class 5 contains 160271 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 9319 members 
Mstep: Class 8 contains 10323 members 
Mstep: Class 9 contains 12796 members 
Mstep: Class 10 contains 65434 members 
Mstep: Class 11 contains 16283 members 
Mstep: Class 12 contains 15460 members 
Mstep: Class 13 contains 299318 members 
Mstep: Class 15 contains 23476 members 
Mstep: Class 16 contains 38659 members 
Mstep: Class 17 contains 19991 members 
Mstep: Class 18 contains 19845 members 
Mstep: Class 19 contains 159828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97590312.000000 Penalty: 57806.730469
Iteration 4F: 18 clusters Score -9.759031e+07 nChanged 129421
Entering Unmasked Mstep 
Mstep: Class 0 contains 1875 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 3 contains 20313 members 
Mstep: Class 4 contains 12434 members 
Mstep: Class 5 contains 164507 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 12842 members 
Mstep: Class 8 contains 9629 members 
Mstep: Class 9 contains 11719 members 
Mstep: Class 10 contains 68953 members 
Mstep: Class 11 contains 9802 members 
Mstep: Class 12 contains 13647 members 
Mstep: Class 13 contains 323758 members 
Mstep: Class 15 contains 20136 members 
Mstep: Class 16 contains 27222 members 
Mstep: Class 17 contains 24094 members 
Mstep: Class 18 contains 13062 members 
Mstep: Class 19 contains 153192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97692128.000000 Penalty: 57806.730469
Iteration 5F: 18 clusters Score -9.769213e+07 nChanged 104508
Entering Unmasked Mstep 
Mstep: Class 0 contains 1796 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 3 contains 20986 members 
Mstep: Class 4 contains 14943 members 
Mstep: Class 5 contains 168073 members 
Mstep: Class 6 contains 2155 members 
Mstep: Class 7 contains 16057 members 
Mstep: Class 8 contains 8490 members 
Mstep: Class 9 contains 9981 members 
Mstep: Class 10 contains 73126 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 12262 members 
Mstep: Class 13 contains 338905 members 
Mstep: Class 15 contains 17803 members 
Mstep: Class 16 contains 19398 members 
Mstep: Class 17 contains 27267 members 
Mstep: Class 18 contains 8826 members 
Mstep: Class 19 contains 144972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97753264.000000 Penalty: 57806.730469
Iteration 6F: 18 clusters Score -9.775326e+07 nChanged 79912
Entering Unmasked Mstep 
Mstep: Class 0 contains 1669 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 3 contains 21063 members 
Mstep: Class 4 contains 17512 members 
Mstep: Class 5 contains 174549 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 7 contains 18725 members 
Mstep: Class 8 contains 7450 members 
Mstep: Class 9 contains 8071 members 
Mstep: Class 10 contains 77187 members 
Mstep: Class 11 contains 4444 members 
Mstep: Class 12 contains 11373 members 
Mstep: Class 13 contains 341869 members 
Mstep: Class 15 contains 16346 members 
Mstep: Class 16 contains 15436 members 
Mstep: Class 17 contains 29657 members 
Mstep: Class 18 contains 6226 members 
Mstep: Class 19 contains 138745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97801672.000000 Penalty: 57806.730469
Iteration 7F: 18 clusters Score -9.780167e+07 nChanged 61837
Entering Unmasked Mstep 
Mstep: Class 0 contains 1630 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 3 contains 20021 members 
Mstep: Class 4 contains 19733 members 
Mstep: Class 5 contains 181261 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 20545 members 
Mstep: Class 8 contains 6583 members 
Mstep: Class 9 contains 6482 members 
Mstep: Class 10 contains 81529 members 
Mstep: Class 11 contains 3634 members 
Mstep: Class 12 contains 10658 members 
Mstep: Class 13 contains 338757 members 
Mstep: Class 15 contains 15750 members 
Mstep: Class 16 contains 13894 members 
Mstep: Class 17 contains 31504 members 
Mstep: Class 18 contains 4682 members 
Mstep: Class 19 contains 134668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97839608.000000 Penalty: 57806.730469
Iteration 8F: 18 clusters Score -9.783961e+07 nChanged 50119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1615 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 3 contains 17772 members 
Mstep: Class 4 contains 21598 members 
Mstep: Class 5 contains 186167 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 7 contains 21757 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 5243 members 
Mstep: Class 10 contains 86674 members 
Mstep: Class 11 contains 3267 members 
Mstep: Class 12 contains 10394 members 
Mstep: Class 13 contains 334376 members 
Mstep: Class 15 contains 16343 members 
Mstep: Class 16 contains 13140 members 
Mstep: Class 17 contains 32979 members 
Mstep: Class 18 contains 3685 members 
Mstep: Class 19 contains 131255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97866808.000000 Penalty: 57806.730469
Iteration 9F: 18 clusters Score -9.786681e+07 nChanged 40310
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 3 contains 14645 members 
Mstep: Class 4 contains 22913 members 
Mstep: Class 5 contains 188489 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 22613 members 
Mstep: Class 8 contains 5500 members 
Mstep: Class 9 contains 4402 members 
Mstep: Class 10 contains 92240 members 
Mstep: Class 11 contains 3077 members 
Mstep: Class 12 contains 10393 members 
Mstep: Class 13 contains 331095 members 
Mstep: Class 15 contains 17106 members 
Mstep: Class 16 contains 12623 members 
Mstep: Class 17 contains 34196 members 
Mstep: Class 18 contains 3041 members 
Mstep: Class 19 contains 128665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3209.020508 but Gain 3400.394531
Score: -97885368.000000 Penalty: 54406.335938
Iteration 10Q: 17 clusters Score -9.788537e+07 nChanged 35298
Entering Unmasked Mstep 
Mstep: Class 0 contains 1602 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 3 contains 11087 members 
Mstep: Class 4 contains 23800 members 
Mstep: Class 5 contains 191510 members 
Mstep: Class 6 contains 2238 members 
Mstep: Class 7 contains 23300 members 
Mstep: Class 8 contains 5442 members 
Mstep: Class 9 contains 3834 members 
Mstep: Class 10 contains 97963 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 12 contains 10436 members 
Mstep: Class 13 contains 329084 members 
Mstep: Class 15 contains 17797 members 
Mstep: Class 16 contains 12273 members 
Mstep: Class 17 contains 35351 members 
Mstep: Class 19 contains 126577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97902032.000000 Penalty: 54406.335938
Iteration 11Q: 17 clusters Score -9.790203e+07 nChanged 27888
Entering Unmasked Mstep 
Mstep: Class 0 contains 1602 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 3 contains 7530 members 
Mstep: Class 4 contains 24345 members 
Mstep: Class 5 contains 191817 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 23918 members 
Mstep: Class 8 contains 5493 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 103350 members 
Mstep: Class 11 contains 2813 members 
Mstep: Class 12 contains 10436 members 
Mstep: Class 13 contains 327000 members 
Mstep: Class 15 contains 18367 members 
Mstep: Class 16 contains 12078 members 
Mstep: Class 17 contains 36513 members 
Mstep: Class 19 contains 124518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97914808.000000 Penalty: 54406.335938
Iteration 12Q: 17 clusters Score -9.791481e+07 nChanged 23774
Entering Unmasked Mstep 
Mstep: Class 0 contains 1602 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 24577 members 
Mstep: Class 5 contains 192113 members 
Mstep: Class 6 contains 2235 members 
Mstep: Class 7 contains 24494 members 
Mstep: Class 8 contains 5645 members 
Mstep: Class 9 contains 3249 members 
Mstep: Class 10 contains 107558 members 
Mstep: Class 11 contains 2728 members 
Mstep: Class 12 contains 10457 members 
Mstep: Class 13 contains 325527 members 
Mstep: Class 15 contains 18806 members 
Mstep: Class 16 contains 11861 members 
Mstep: Class 17 contains 37698 members 
Mstep: Class 19 contains 122635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2361.381348 but Gain 3400.394531
Score: -97926056.000000 Penalty: 51005.941406
Iteration 13Q: 16 clusters Score -9.792606e+07 nChanged 22936
Entering Unmasked Mstep 
Mstep: Class 0 contains 1602 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 4 contains 24792 members 
Mstep: Class 5 contains 192552 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 25082 members 
Mstep: Class 8 contains 5820 members 
Mstep: Class 9 contains 3153 members 
Mstep: Class 10 contains 112023 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 10489 members 
Mstep: Class 13 contains 324593 members 
Mstep: Class 15 contains 19152 members 
Mstep: Class 16 contains 11720 members 
Mstep: Class 17 contains 38919 members 
Mstep: Class 19 contains 121002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97937352.000000 Penalty: 51005.941406
Iteration 14Q: 16 clusters Score -9.793735e+07 nChanged 16702
Entering Unmasked Mstep 
Mstep: Class 0 contains 1602 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 4 contains 24821 members 
Mstep: Class 5 contains 192732 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 25619 members 
Mstep: Class 8 contains 6033 members 
Mstep: Class 9 contains 3114 members 
Mstep: Class 10 contains 112494 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 10513 members 
Mstep: Class 13 contains 323757 members 
Mstep: Class 15 contains 19445 members 
Mstep: Class 16 contains 11609 members 
Mstep: Class 17 contains 39980 members 
Mstep: Class 19 contains 119443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97943008.000000 Penalty: 51005.941406
Iteration 15Q: 16 clusters Score -9.794301e+07 nChanged 14192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1602 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 4 contains 24885 members 
Mstep: Class 5 contains 192607 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 26098 members 
Mstep: Class 8 contains 6287 members 
Mstep: Class 9 contains 3094 members 
Mstep: Class 10 contains 112463 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 10542 members 
Mstep: Class 13 contains 323299 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 11532 members 
Mstep: Class 17 contains 41051 members 
Mstep: Class 19 contains 118237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97947312.000000 Penalty: 51005.941406
Iteration 16Q: 16 clusters Score -9.794731e+07 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 1602 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 4 contains 24934 members 
Mstep: Class 5 contains 192197 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 26531 members 
Mstep: Class 8 contains 6567 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 112315 members 
Mstep: Class 11 contains 2357 members 
Mstep: Class 12 contains 10562 members 
Mstep: Class 13 contains 323147 members 
Mstep: Class 15 contains 19829 members 
Mstep: Class 16 contains 11444 members 
Mstep: Class 17 contains 42063 members 
Mstep: Class 19 contains 117238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97949896.000000 Penalty: 51005.941406
Iteration 17Q: 16 clusters Score -9.79499e+07 nChanged 9831
Entering Unmasked Mstep 
Mstep: Class 0 contains 1602 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 4 contains 24951 members 
Mstep: Class 5 contains 191782 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 26956 members 
Mstep: Class 8 contains 6852 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 112121 members 
Mstep: Class 11 contains 2314 members 
Mstep: Class 12 contains 10570 members 
Mstep: Class 13 contains 323011 members 
Mstep: Class 15 contains 19971 members 
Mstep: Class 16 contains 11351 members 
Mstep: Class 17 contains 43013 members 
Mstep: Class 19 contains 116352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97952152.000000 Penalty: 51005.941406
Iteration 18Q: 16 clusters Score -9.795215e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 1602 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 4 contains 24954 members 
Mstep: Class 5 contains 191329 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 27380 members 
Mstep: Class 8 contains 7144 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 111995 members 
Mstep: Class 11 contains 2282 members 
Mstep: Class 12 contains 10597 members 
Mstep: Class 13 contains 322908 members 
Mstep: Class 15 contains 20123 members 
Mstep: Class 16 contains 11242 members 
Mstep: Class 17 contains 43906 members 
Mstep: Class 19 contains 115424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97953392.000000 Penalty: 51005.941406
Iteration 19Q: 16 clusters Score -9.795339e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 1602 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 4 contains 24981 members 
Mstep: Class 5 contains 190856 members 
Mstep: Class 6 contains 2231 members 
Mstep: Class 7 contains 27772 members 
Mstep: Class 8 contains 7420 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 111918 members 
Mstep: Class 11 contains 2265 members 
Mstep: Class 12 contains 10617 members 
Mstep: Class 13 contains 322866 members 
Mstep: Class 15 contains 20272 members 
Mstep: Class 16 contains 11135 members 
Mstep: Class 17 contains 44667 members 
Mstep: Class 19 contains 114546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97955200.000000 Penalty: 51005.941406
Iteration 20F: 16 clusters Score -9.79552e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 4 contains 25017 members 
Mstep: Class 5 contains 190347 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 28145 members 
Mstep: Class 8 contains 7750 members 
Mstep: Class 9 contains 3090 members 
Mstep: Class 10 contains 111827 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 10630 members 
Mstep: Class 13 contains 322864 members 
Mstep: Class 15 contains 20476 members 
Mstep: Class 16 contains 11010 members 
Mstep: Class 17 contains 45378 members 
Mstep: Class 19 contains 113646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97956640.000000 Penalty: 51005.941406
Iteration 21Q: 16 clusters Score -9.795664e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 4 contains 25088 members 
Mstep: Class 5 contains 190036 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 28499 members 
Mstep: Class 8 contains 8079 members 
Mstep: Class 9 contains 3087 members 
Mstep: Class 10 contains 111766 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 10650 members 
Mstep: Class 13 contains 322764 members 
Mstep: Class 15 contains 20671 members 
Mstep: Class 16 contains 10902 members 
Mstep: Class 17 contains 46013 members 
Mstep: Class 19 contains 112700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97957800.000000 Penalty: 51005.941406
Iteration 22Q: 16 clusters Score -9.79578e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 4 contains 25141 members 
Mstep: Class 5 contains 189823 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 28836 members 
Mstep: Class 8 contains 8404 members 
Mstep: Class 9 contains 3086 members 
Mstep: Class 10 contains 111685 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 10684 members 
Mstep: Class 13 contains 322656 members 
Mstep: Class 15 contains 20897 members 
Mstep: Class 16 contains 10776 members 
Mstep: Class 17 contains 46566 members 
Mstep: Class 19 contains 111745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97958568.000000 Penalty: 51005.941406
Iteration 23Q: 16 clusters Score -9.795857e+07 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 4 contains 25186 members 
Mstep: Class 5 contains 189646 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 29175 members 
Mstep: Class 8 contains 8745 members 
Mstep: Class 9 contains 3083 members 
Mstep: Class 10 contains 111620 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 10699 members 
Mstep: Class 13 contains 322705 members 
Mstep: Class 15 contains 21112 members 
Mstep: Class 16 contains 10633 members 
Mstep: Class 17 contains 47010 members 
Mstep: Class 19 contains 110713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97959352.000000 Penalty: 51005.941406
Iteration 24Q: 16 clusters Score -9.795935e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 4 contains 25218 members 
Mstep: Class 5 contains 189446 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 29507 members 
Mstep: Class 8 contains 9052 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 111574 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 10730 members 
Mstep: Class 13 contains 322720 members 
Mstep: Class 15 contains 21378 members 
Mstep: Class 16 contains 10494 members 
Mstep: Class 17 contains 47480 members 
Mstep: Class 19 contains 109663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97960120.000000 Penalty: 51005.941406
Iteration 25Q: 16 clusters Score -9.796012e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 4 contains 25237 members 
Mstep: Class 5 contains 189304 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 29831 members 
Mstep: Class 8 contains 9350 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 111560 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 10757 members 
Mstep: Class 13 contains 322749 members 
Mstep: Class 15 contains 21676 members 
Mstep: Class 16 contains 10346 members 
Mstep: Class 17 contains 47895 members 
Mstep: Class 19 contains 108573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97960648.000000 Penalty: 51005.941406
Iteration 26Q: 16 clusters Score -9.796065e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 4 contains 25251 members 
Mstep: Class 5 contains 189187 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 30163 members 
Mstep: Class 8 contains 9652 members 
Mstep: Class 9 contains 3083 members 
Mstep: Class 10 contains 111592 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 10757 members 
Mstep: Class 13 contains 322711 members 
Mstep: Class 15 contains 22052 members 
Mstep: Class 16 contains 10201 members 
Mstep: Class 17 contains 48236 members 
Mstep: Class 19 contains 107490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97961816.000000 Penalty: 51005.941406
Iteration 27Q: 16 clusters Score -9.796182e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 4 contains 25277 members 
Mstep: Class 5 contains 189048 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 30487 members 
Mstep: Class 8 contains 10060 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 111599 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 10777 members 
Mstep: Class 13 contains 322604 members 
Mstep: Class 15 contains 22416 members 
Mstep: Class 16 contains 10049 members 
Mstep: Class 17 contains 48501 members 
Mstep: Class 19 contains 106486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97963104.000000 Penalty: 51005.941406
Iteration 28Q: 16 clusters Score -9.79631e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 4 contains 25287 members 
Mstep: Class 5 contains 188817 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 30796 members 
Mstep: Class 8 contains 10573 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 111597 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 10790 members 
Mstep: Class 13 contains 322499 members 
Mstep: Class 15 contains 22792 members 
Mstep: Class 16 contains 9914 members 
Mstep: Class 17 contains 48730 members 
Mstep: Class 19 contains 105512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97964616.000000 Penalty: 51005.941406
Iteration 29Q: 16 clusters Score -9.796462e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 4 contains 25297 members 
Mstep: Class 5 contains 188490 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 31117 members 
Mstep: Class 8 contains 11299 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 111579 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 10804 members 
Mstep: Class 13 contains 322368 members 
Mstep: Class 15 contains 23121 members 
Mstep: Class 16 contains 9756 members 
Mstep: Class 17 contains 48944 members 
Mstep: Class 19 contains 104533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97965784.000000 Penalty: 51005.941406
Iteration 30Q: 16 clusters Score -9.796578e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 4 contains 25307 members 
Mstep: Class 5 contains 188142 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 31393 members 
Mstep: Class 8 contains 12135 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 111569 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 10827 members 
Mstep: Class 13 contains 322226 members 
Mstep: Class 15 contains 23361 members 
Mstep: Class 16 contains 9632 members 
Mstep: Class 17 contains 49126 members 
Mstep: Class 19 contains 103583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97966576.000000 Penalty: 51005.941406
Iteration 31Q: 16 clusters Score -9.796658e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 4 contains 25309 members 
Mstep: Class 5 contains 187804 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 31646 members 
Mstep: Class 8 contains 13044 members 
Mstep: Class 9 contains 3081 members 
Mstep: Class 10 contains 111540 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 10830 members 
Mstep: Class 13 contains 322178 members 
Mstep: Class 15 contains 23546 members 
Mstep: Class 16 contains 9492 members 
Mstep: Class 17 contains 49288 members 
Mstep: Class 19 contains 102627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97967120.000000 Penalty: 51005.941406
Iteration 32Q: 16 clusters Score -9.796712e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 4 contains 25318 members 
Mstep: Class 5 contains 187496 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 31893 members 
Mstep: Class 8 contains 13930 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 111526 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 10838 members 
Mstep: Class 13 contains 322133 members 
Mstep: Class 15 contains 23690 members 
Mstep: Class 16 contains 9360 members 
Mstep: Class 17 contains 49418 members 
Mstep: Class 19 contains 101703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97967584.000000 Penalty: 51005.941406
Iteration 33Q: 16 clusters Score -9.796758e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 4 contains 25319 members 
Mstep: Class 5 contains 187143 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 32118 members 
Mstep: Class 8 contains 14761 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 111531 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 10850 members 
Mstep: Class 13 contains 322113 members 
Mstep: Class 15 contains 23822 members 
Mstep: Class 16 contains 9250 members 
Mstep: Class 17 contains 49554 members 
Mstep: Class 19 contains 100849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97968232.000000 Penalty: 51005.941406
Iteration 34Q: 16 clusters Score -9.796823e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 4 contains 25330 members 
Mstep: Class 5 contains 186805 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 32326 members 
Mstep: Class 8 contains 15538 members 
Mstep: Class 9 contains 3077 members 
Mstep: Class 10 contains 111553 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 10868 members 
Mstep: Class 13 contains 322170 members 
Mstep: Class 15 contains 23962 members 
Mstep: Class 16 contains 9139 members 
Mstep: Class 17 contains 49643 members 
Mstep: Class 19 contains 99985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97968680.000000 Penalty: 51005.941406
Iteration 35Q: 16 clusters Score -9.796868e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 4 contains 25340 members 
Mstep: Class 5 contains 186492 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 32525 members 
Mstep: Class 8 contains 16271 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 111570 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 10885 members 
Mstep: Class 13 contains 322241 members 
Mstep: Class 15 contains 24110 members 
Mstep: Class 16 contains 9036 members 
Mstep: Class 17 contains 49706 members 
Mstep: Class 19 contains 99146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97969232.000000 Penalty: 51005.941406
Iteration 36Q: 16 clusters Score -9.796923e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 4 contains 25353 members 
Mstep: Class 5 contains 186218 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 32719 members 
Mstep: Class 8 contains 16960 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 111590 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 10908 members 
Mstep: Class 13 contains 322319 members 
Mstep: Class 15 contains 24260 members 
Mstep: Class 16 contains 8927 members 
Mstep: Class 17 contains 49758 members 
Mstep: Class 19 contains 98307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97969392.000000 Penalty: 51005.941406
Iteration 37Q: 16 clusters Score -9.796939e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 4 contains 25364 members 
Mstep: Class 5 contains 186002 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 32927 members 
Mstep: Class 8 contains 17632 members 
Mstep: Class 9 contains 3078 members 
Mstep: Class 10 contains 111590 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 10932 members 
Mstep: Class 13 contains 322323 members 
Mstep: Class 15 contains 24446 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 49819 members 
Mstep: Class 19 contains 97465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97969904.000000 Penalty: 51005.941406
Iteration 38Q: 16 clusters Score -9.79699e+07 nChanged 2769
Entering ConstructFrom: 
Score: -97969904.000000 Penalty: 51005.941406
Entering ConstructFrom: 
Trying to split cluster 1 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -414112.093750 Penalty: 2088.274414
	Iteration 0F: 2 clusters Score -414112.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -410044.968750 Penalty: 4176.548828
	Iteration 0F: 3 clusters Score -410045 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -412265.625000 Penalty: 4176.548828
	Iteration 1F: 3 clusters Score -412265.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -413149.875000 Penalty: 4176.548828
	Iteration 2F: 3 clusters Score -413149.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -413633.812500 Penalty: 4176.548828
	Iteration 3F: 3 clusters Score -413633.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -414179.875000 Penalty: 4176.548828
	Iteration 4F: 3 clusters Score -414179.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -415002.718750 Penalty: 4176.548828
	Iteration 5F: 3 clusters Score -415002.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -416459.562500 Penalty: 4176.548828
	Iteration 6F: 3 clusters Score -416459.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -418894.218750 Penalty: 4176.548828
	Iteration 7F: 3 clusters Score -418894.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -421920.250000 Penalty: 4176.548828
	Iteration 8F: 3 clusters Score -421920.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -423716.968750 Penalty: 4176.548828
	Iteration 9Q: 3 clusters Score -423717 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -423898.281250 Penalty: 4176.548828
	Iteration 10Q: 3 clusters Score -423898.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -423914.125000 Penalty: 4176.548828
	Iteration 11Q: 3 clusters Score -423914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -423915.906250 Penalty: 4176.548828
	Iteration 12Q: 3 clusters Score -423915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -423916.656250 Penalty: 4176.548828
	Iteration 13Q: 3 clusters Score -423916.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -423916.656250 Penalty: 4176.548828
	Iteration 14F: 3 clusters Score -423916.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 4 contains 25384 members 
Mstep: Class 5 contains 185736 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 33106 members 
Mstep: Class 8 contains 18332 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 111600 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 10950 members 
Mstep: Class 13 contains 322389 members 
Mstep: Class 15 contains 24623 members 
Mstep: Class 16 contains 8729 members 
Mstep: Class 17 contains 49883 members 
Mstep: Class 19 contains 96586 members 
Entering Unmasked Estep 
Score: -97978616.000000 Penalty: 54406.335938
Splitting cluster 1 changes total score from -97969904.000000 to -97978616.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (25384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Entering Unmasked Estep 
Score: -2605414.500000 Penalty: 2515.184814
	Iteration 0F: 2 clusters Score -2605414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2587824.250000 Penalty: 5030.369629
	Iteration 0F: 3 clusters Score -2587824 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2594259.750000 Penalty: 5030.369629
	Iteration 1F: 3 clusters Score -2594260 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2595461.000000 Penalty: 5030.369629
	Iteration 2F: 3 clusters Score -2595461 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2597121.750000 Penalty: 5030.369629
	Iteration 3F: 3 clusters Score -2597122 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2598946.250000 Penalty: 5030.369629
	Iteration 4F: 3 clusters Score -2598946 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2600664.000000 Penalty: 5030.369629
	Iteration 5F: 3 clusters Score -2600664 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2601905.000000 Penalty: 5030.369629
	Iteration 6F: 3 clusters Score -2601905 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2602701.500000 Penalty: 5030.369629
	Iteration 7F: 3 clusters Score -2602702 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2603155.000000 Penalty: 5030.369629
	Iteration 8Q: 3 clusters Score -2603155 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2603427.500000 Penalty: 5030.369629
	Iteration 9Q: 3 clusters Score -2603428 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2603621.750000 Penalty: 5030.369629
	Iteration 10Q: 3 clusters Score -2603622 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2603737.500000 Penalty: 5030.369629
	Iteration 11Q: 3 clusters Score -2603738 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2603823.250000 Penalty: 5030.369629
	Iteration 12Q: 3 clusters Score -2603823 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2603884.250000 Penalty: 5030.369629
	Iteration 13Q: 3 clusters Score -2603884 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2603936.500000 Penalty: 5030.369629
	Iteration 14Q: 3 clusters Score -2603936 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2603997.000000 Penalty: 5030.369629
	Iteration 15Q: 3 clusters Score -2603997 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2604043.250000 Penalty: 5030.369629
	Iteration 16Q: 3 clusters Score -2604043 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2604093.250000 Penalty: 5030.369629
	Iteration 17Q: 3 clusters Score -2604093 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2604139.000000 Penalty: 5030.369629
	Iteration 18Q: 3 clusters Score -2604139 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2604172.500000 Penalty: 5030.369629
	Iteration 19Q: 3 clusters Score -2604172 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2604197.250000 Penalty: 5030.369629
	Iteration 20F: 3 clusters Score -2604197 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2604210.250000 Penalty: 5030.369629
	Iteration 21Q: 3 clusters Score -2604210 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2604222.500000 Penalty: 5030.369629
	Iteration 22Q: 3 clusters Score -2604222 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2604244.250000 Penalty: 5030.369629
	Iteration 23Q: 3 clusters Score -2604244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2604259.750000 Penalty: 5030.369629
	Iteration 24Q: 3 clusters Score -2604260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -2604262.250000 Penalty: 5030.369629
	Iteration 25Q: 3 clusters Score -2604262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2604280.500000 Penalty: 5030.369629
	Iteration 26Q: 3 clusters Score -2604280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -2604286.000000 Penalty: 5030.369629
	Iteration 27Q: 3 clusters Score -2604286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -2604300.750000 Penalty: 5030.369629
	Iteration 28Q: 3 clusters Score -2604301 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2604311.250000 Penalty: 5030.369629
	Iteration 29Q: 3 clusters Score -2604311 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2604334.500000 Penalty: 5030.369629
	Iteration 30Q: 3 clusters Score -2604334 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -2604349.250000 Penalty: 5030.369629
	Iteration 31Q: 3 clusters Score -2604349 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2604368.750000 Penalty: 5030.369629
	Iteration 32Q: 3 clusters Score -2604369 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2604393.500000 Penalty: 5030.369629
	Iteration 33Q: 3 clusters Score -2604394 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2604420.750000 Penalty: 5030.369629
	Iteration 34Q: 3 clusters Score -2604421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2604458.500000 Penalty: 5030.369629
	Iteration 35Q: 3 clusters Score -2604458 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2604509.750000 Penalty: 5030.369629
	Iteration 36Q: 3 clusters Score -2604510 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2604597.000000 Penalty: 5030.369629
	Iteration 37Q: 3 clusters Score -2604597 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2604796.000000 Penalty: 5030.369629
	Iteration 38Q: 3 clusters Score -2604796 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2605077.250000 Penalty: 5030.369629
	Iteration 39Q: 3 clusters Score -2605077 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2605231.750000 Penalty: 5030.369629
	Iteration 40F: 3 clusters Score -2605232 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2605286.250000 Penalty: 5030.369629
	Iteration 41Q: 3 clusters Score -2605286 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2605325.000000 Penalty: 5030.369629
	Iteration 42Q: 3 clusters Score -2605325 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2605329.250000 Penalty: 5030.369629
	Iteration 43Q: 3 clusters Score -2605329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2605352.250000 Penalty: 5030.369629
	Iteration 44Q: 3 clusters Score -2605352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -2605374.000000 Penalty: 5030.369629
	Iteration 45Q: 3 clusters Score -2605374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2605382.000000 Penalty: 5030.369629
	Iteration 46Q: 3 clusters Score -2605382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2605386.000000 Penalty: 5030.369629
	Iteration 47Q: 3 clusters Score -2605386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2605380.000000 Penalty: 5030.369629
	Iteration 48Q: 3 clusters Score -2605380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2605380.750000 Penalty: 5030.369629
	Iteration 49Q: 3 clusters Score -2605381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2605389.750000 Penalty: 5030.369629
	Iteration 50Q: 3 clusters Score -2605390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2605394.500000 Penalty: 5030.369629
	Iteration 51Q: 3 clusters Score -2605394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2605400.750000 Penalty: 5030.369629
	Iteration 52Q: 3 clusters Score -2605401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2605405.750000 Penalty: 5030.369629
	Iteration 53Q: 3 clusters Score -2605406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2605402.750000 Penalty: 5030.369629
	Iteration 54Q: 3 clusters Score -2605403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2605412.000000 Penalty: 5030.369629
	Iteration 55Q: 3 clusters Score -2605412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2605410.000000 Penalty: 5030.369629
	Iteration 56Q: 3 clusters Score -2605410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2605413.250000 Penalty: 5030.369629
	Iteration 57Q: 3 clusters Score -2605413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2605415.750000 Penalty: 5030.369629
	Iteration 58Q: 3 clusters Score -2605416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2605417.500000 Penalty: 5030.369629
	Iteration 59Q: 3 clusters Score -2605418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2605415.750000 Penalty: 5030.369629
	Iteration 60F: 3 clusters Score -2605416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2605416.500000 Penalty: 5030.369629
	Iteration 61Q: 3 clusters Score -2605416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2605417.750000 Penalty: 5030.369629
	Iteration 62Q: 3 clusters Score -2605418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2605421.500000 Penalty: 5030.369629
	Iteration 63Q: 3 clusters Score -2605422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2605419.500000 Penalty: 5030.369629
	Iteration 64Q: 3 clusters Score -2605420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2605424.000000 Penalty: 5030.369629
	Iteration 65Q: 3 clusters Score -2605424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2605423.750000 Penalty: 5030.369629
	Iteration 66Q: 3 clusters Score -2605424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2605425.000000 Penalty: 5030.369629
	Iteration 67Q: 3 clusters Score -2605425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2605428.000000 Penalty: 5030.369629
	Iteration 68Q: 3 clusters Score -2605428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2605431.000000 Penalty: 5030.369629
	Iteration 69Q: 3 clusters Score -2605431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2605430.500000 Penalty: 5030.369629
	Iteration 70Q: 3 clusters Score -2605430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -2605430.500000 Penalty: 5030.369629
	Iteration 71Q: 3 clusters Score -2605430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2605431.000000 Penalty: 5030.369629
	Iteration 72Q: 3 clusters Score -2605431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2605430.500000 Penalty: 5030.369629
	Iteration 73Q: 3 clusters Score -2605430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2605431.500000 Penalty: 5030.369629
	Iteration 74Q: 3 clusters Score -2605432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2605434.750000 Penalty: 5030.369629
	Iteration 75Q: 3 clusters Score -2605435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2605432.250000 Penalty: 5030.369629
	Iteration 76Q: 3 clusters Score -2605432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2605435.000000 Penalty: 5030.369629
	Iteration 77Q: 3 clusters Score -2605435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -2605435.000000 Penalty: 5030.369629
	Iteration 78F: 3 clusters Score -2605435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 2512 members 
Mstep: Class 4 contains 22872 members 
Mstep: Class 5 contains 185736 members 
Mstep: Class 6 contains 2230 members 
Mstep: Class 7 contains 33106 members 
Mstep: Class 8 contains 18332 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 111600 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 10950 members 
Mstep: Class 13 contains 322389 members 
Mstep: Class 15 contains 24623 members 
Mstep: Class 16 contains 8729 members 
Mstep: Class 17 contains 49883 members 
Mstep: Class 19 contains 96586 members 
Entering Unmasked Estep 
Score: -97977424.000000 Penalty: 57806.730469
Splitting cluster 4 changes total score from -97969904.000000 to -97977424.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (185736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185736 members 
Entering Unmasked Estep 
Score: -20651932.000000 Penalty: 3008.756348
	Iteration 0F: 2 clusters Score -2.065193e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92666 members 
Mstep: Class 2 contains 93070 members 
Entering Unmasked Estep 
Score: -20533352.000000 Penalty: 6017.512695
	Iteration 0F: 3 clusters Score -2.053335e+07 nChanged 89158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 96962 members 
Entering Unmasked Estep 
Score: -20586676.000000 Penalty: 6017.512695
	Iteration 1F: 3 clusters Score -2.058668e+07 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86607 members 
Mstep: Class 2 contains 99129 members 
Entering Unmasked Estep 
Score: -20588948.000000 Penalty: 6017.512695
	Iteration 2Q: 3 clusters Score -2.058895e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 102182 members 
Entering Unmasked Estep 
Score: -20592218.000000 Penalty: 6017.512695
	Iteration 3Q: 3 clusters Score -2.059222e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79528 members 
Mstep: Class 2 contains 106208 members 
Entering Unmasked Estep 
Score: -20597066.000000 Penalty: 6017.512695
	Iteration 4Q: 3 clusters Score -2.059707e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74428 members 
Mstep: Class 2 contains 111308 members 
Entering Unmasked Estep 
Score: -20603316.000000 Penalty: 6017.512695
	Iteration 5F: 3 clusters Score -2.060332e+07 nChanged 11367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68611 members 
Mstep: Class 2 contains 117125 members 
Entering Unmasked Estep 
Score: -20611346.000000 Penalty: 6017.512695
	Iteration 6F: 3 clusters Score -2.061135e+07 nChanged 11819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 122842 members 
Entering Unmasked Estep 
Score: -20620536.000000 Penalty: 6017.512695
	Iteration 7F: 3 clusters Score -2.062054e+07 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 127631 members 
Entering Unmasked Estep 
Score: -20628240.000000 Penalty: 6017.512695
	Iteration 8F: 3 clusters Score -2.062824e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54447 members 
Mstep: Class 2 contains 131289 members 
Entering Unmasked Estep 
Score: -20632508.000000 Penalty: 6017.512695
	Iteration 9Q: 3 clusters Score -2.063251e+07 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 134343 members 
Entering Unmasked Estep 
Score: -20634646.000000 Penalty: 6017.512695
	Iteration 10Q: 3 clusters Score -2.063465e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 137239 members 
Entering Unmasked Estep 
Score: -20636246.000000 Penalty: 6017.512695
	Iteration 11Q: 3 clusters Score -2.063625e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 139966 members 
Entering Unmasked Estep 
Score: -20637336.000000 Penalty: 6017.512695
	Iteration 12Q: 3 clusters Score -2.063734e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 142826 members 
Entering Unmasked Estep 
Score: -20638366.000000 Penalty: 6017.512695
	Iteration 13Q: 3 clusters Score -2.063837e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 145621 members 
Entering Unmasked Estep 
Score: -20639328.000000 Penalty: 6017.512695
	Iteration 14Q: 3 clusters Score -2.063933e+07 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 148452 members 
Entering Unmasked Estep 
Score: -20640326.000000 Penalty: 6017.512695
	Iteration 15Q: 3 clusters Score -2.064033e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 151140 members 
Entering Unmasked Estep 
Score: -20641340.000000 Penalty: 6017.512695
	Iteration 16Q: 3 clusters Score -2.064134e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 153597 members 
Entering Unmasked Estep 
Score: -20642006.000000 Penalty: 6017.512695
	Iteration 17Q: 3 clusters Score -2.064201e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 155964 members 
Entering Unmasked Estep 
Score: -20642674.000000 Penalty: 6017.512695
	Iteration 18Q: 3 clusters Score -2.064267e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 158210 members 
Entering Unmasked Estep 
Score: -20643398.000000 Penalty: 6017.512695
	Iteration 19Q: 3 clusters Score -2.06434e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 160300 members 
Entering Unmasked Estep 
Score: -20644050.000000 Penalty: 6017.512695
	Iteration 20F: 3 clusters Score -2.064405e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 162182 members 
Entering Unmasked Estep 
Score: -20644726.000000 Penalty: 6017.512695
	Iteration 21Q: 3 clusters Score -2.064473e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 163941 members 
Entering Unmasked Estep 
Score: -20645208.000000 Penalty: 6017.512695
	Iteration 22Q: 3 clusters Score -2.064521e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 165617 members 
Entering Unmasked Estep 
Score: -20645832.000000 Penalty: 6017.512695
	Iteration 23Q: 3 clusters Score -2.064583e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 167178 members 
Entering Unmasked Estep 
Score: -20646410.000000 Penalty: 6017.512695
	Iteration 24Q: 3 clusters Score -2.064641e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 168640 members 
Entering Unmasked Estep 
Score: -20647006.000000 Penalty: 6017.512695
	Iteration 25Q: 3 clusters Score -2.064701e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 169950 members 
Entering Unmasked Estep 
Score: -20647438.000000 Penalty: 6017.512695
	Iteration 26Q: 3 clusters Score -2.064744e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 171171 members 
Entering Unmasked Estep 
Score: -20647868.000000 Penalty: 6017.512695
	Iteration 27Q: 3 clusters Score -2.064787e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 172278 members 
Entering Unmasked Estep 
Score: -20648220.000000 Penalty: 6017.512695
	Iteration 28Q: 3 clusters Score -2.064822e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 173253 members 
Entering Unmasked Estep 
Score: -20648536.000000 Penalty: 6017.512695
	Iteration 29Q: 3 clusters Score -2.064854e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 174146 members 
Entering Unmasked Estep 
Score: -20648778.000000 Penalty: 6017.512695
	Iteration 30Q: 3 clusters Score -2.064878e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 174952 members 
Entering Unmasked Estep 
Score: -20648980.000000 Penalty: 6017.512695
	Iteration 31Q: 3 clusters Score -2.064898e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 175688 members 
Entering Unmasked Estep 
Score: -20649196.000000 Penalty: 6017.512695
	Iteration 32Q: 3 clusters Score -2.06492e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 176340 members 
Entering Unmasked Estep 
Score: -20649424.000000 Penalty: 6017.512695
	Iteration 33Q: 3 clusters Score -2.064942e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 176919 members 
Entering Unmasked Estep 
Score: -20649576.000000 Penalty: 6017.512695
	Iteration 34Q: 3 clusters Score -2.064958e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 177410 members 
Entering Unmasked Estep 
Score: -20649688.000000 Penalty: 6017.512695
	Iteration 35Q: 3 clusters Score -2.064969e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 177860 members 
Entering Unmasked Estep 
Score: -20649864.000000 Penalty: 6017.512695
	Iteration 36Q: 3 clusters Score -2.064986e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 178232 members 
Entering Unmasked Estep 
Score: -20649892.000000 Penalty: 6017.512695
	Iteration 37Q: 3 clusters Score -2.064989e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 178547 members 
Entering Unmasked Estep 
Score: -20650008.000000 Penalty: 6017.512695
	Iteration 38Q: 3 clusters Score -2.065001e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 178852 members 
Entering Unmasked Estep 
Score: -20650060.000000 Penalty: 6017.512695
	Iteration 39Q: 3 clusters Score -2.065006e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 179132 members 
Entering Unmasked Estep 
Score: -20650140.000000 Penalty: 6017.512695
	Iteration 40F: 3 clusters Score -2.065014e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 179370 members 
Entering Unmasked Estep 
Score: -20650168.000000 Penalty: 6017.512695
	Iteration 41Q: 3 clusters Score -2.065017e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 179595 members 
Entering Unmasked Estep 
Score: -20650180.000000 Penalty: 6017.512695
	Iteration 42Q: 3 clusters Score -2.065018e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 179793 members 
Entering Unmasked Estep 
Score: -20650234.000000 Penalty: 6017.512695
	Iteration 43Q: 3 clusters Score -2.065023e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 179967 members 
Entering Unmasked Estep 
Score: -20650224.000000 Penalty: 6017.512695
	Iteration 44Q: 3 clusters Score -2.065022e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 180127 members 
Entering Unmasked Estep 
Score: -20650236.000000 Penalty: 6017.512695
	Iteration 45Q: 3 clusters Score -2.065024e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 180285 members 
Entering Unmasked Estep 
Score: -20650234.000000 Penalty: 6017.512695
	Iteration 46Q: 3 clusters Score -2.065023e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 180429 members 
Entering Unmasked Estep 
Score: -20650254.000000 Penalty: 6017.512695
	Iteration 47Q: 3 clusters Score -2.065025e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 180565 members 
Entering Unmasked Estep 
Score: -20650274.000000 Penalty: 6017.512695
	Iteration 48Q: 3 clusters Score -2.065027e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 180678 members 
Entering Unmasked Estep 
Score: -20650280.000000 Penalty: 6017.512695
	Iteration 49Q: 3 clusters Score -2.065028e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 180779 members 
Entering Unmasked Estep 
Score: -20650304.000000 Penalty: 6017.512695
	Iteration 50Q: 3 clusters Score -2.06503e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 180869 members 
Entering Unmasked Estep 
Score: -20650326.000000 Penalty: 6017.512695
	Iteration 51Q: 3 clusters Score -2.065033e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 180950 members 
Entering Unmasked Estep 
Score: -20650338.000000 Penalty: 6017.512695
	Iteration 52Q: 3 clusters Score -2.065034e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 181017 members 
Entering Unmasked Estep 
Score: -20650358.000000 Penalty: 6017.512695
	Iteration 53Q: 3 clusters Score -2.065036e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 181074 members 
Entering Unmasked Estep 
Score: -20650340.000000 Penalty: 6017.512695
	Iteration 54Q: 3 clusters Score -2.065034e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 181125 members 
Entering Unmasked Estep 
Score: -20650336.000000 Penalty: 6017.512695
	Iteration 55Q: 3 clusters Score -2.065034e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 181177 members 
Entering Unmasked Estep 
Score: -20650342.000000 Penalty: 6017.512695
	Iteration 56Q: 3 clusters Score -2.065034e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 181230 members 
Entering Unmasked Estep 
Score: -20650344.000000 Penalty: 6017.512695
	Iteration 57Q: 3 clusters Score -2.065034e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 181281 members 
Entering Unmasked Estep 
Score: -20650360.000000 Penalty: 6017.512695
	Iteration 58Q: 3 clusters Score -2.065036e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 181323 members 
Entering Unmasked Estep 
Score: -20650360.000000 Penalty: 6017.512695
	Iteration 59Q: 3 clusters Score -2.065036e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 181355 members 
Entering Unmasked Estep 
Score: -20650356.000000 Penalty: 6017.512695
	Iteration 60F: 3 clusters Score -2.065036e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 181371 members 
Entering Unmasked Estep 
Score: -20650366.000000 Penalty: 6017.512695
	Iteration 61Q: 3 clusters Score -2.065037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 181398 members 
Entering Unmasked Estep 
Score: -20650362.000000 Penalty: 6017.512695
	Iteration 62Q: 3 clusters Score -2.065036e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 181423 members 
Entering Unmasked Estep 
Score: -20650386.000000 Penalty: 6017.512695
	Iteration 63Q: 3 clusters Score -2.065039e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 181450 members 
Entering Unmasked Estep 
Score: -20650388.000000 Penalty: 6017.512695
	Iteration 64Q: 3 clusters Score -2.065039e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 181476 members 
Entering Unmasked Estep 
Score: -20650374.000000 Penalty: 6017.512695
	Iteration 65Q: 3 clusters Score -2.065037e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 181500 members 
Entering Unmasked Estep 
Score: -20650380.000000 Penalty: 6017.512695
	Iteration 66Q: 3 clusters Score -2.065038e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 181519 members 
Entering Unmasked Estep 
Score: -20650374.000000 Penalty: 6017.512695
	Iteration 67Q: 3 clusters Score -2.065037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 181532 members 
Entering Unmasked Estep 
Score: -20650372.000000 Penalty: 6017.512695
	Iteration 68Q: 3 clusters Score -2.065037e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 181550 members 
Entering Unmasked Estep 
Score: -20650350.000000 Penalty: 6017.512695
	Iteration 69Q: 3 clusters Score -2.065035e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 181567 members 
Entering Unmasked Estep 
Score: -20650372.000000 Penalty: 6017.512695
	Iteration 70Q: 3 clusters Score -2.065037e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 181581 members 
Entering Unmasked Estep 
Score: -20650368.000000 Penalty: 6017.512695
	Iteration 71Q: 3 clusters Score -2.065037e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 181584 members 
Entering Unmasked Estep 
Score: -20650364.000000 Penalty: 6017.512695
	Iteration 72Q: 3 clusters Score -2.065036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 181590 members 
Entering Unmasked Estep 
Score: -20650364.000000 Penalty: 6017.512695
	Iteration 73Q: 3 clusters Score -2.065036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 181591 members 
Entering Unmasked Estep 
Score: -20650360.000000 Penalty: 6017.512695
	Iteration 74Q: 3 clusters Score -2.065036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 181592 members 
Entering Unmasked Estep 
Score: -20650360.000000 Penalty: 6017.512695
	Iteration 75Q: 3 clusters Score -2.065036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 181592 members 
Entering Unmasked Estep 
Score: -20650360.000000 Penalty: 6017.512695
	Iteration 76F: 3 clusters Score -2.065036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -200143.781250 Penalty: 1912.019653
	Iteration 0F: 2 clusters Score -200143.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -197557.718750 Penalty: 3824.039307
	Iteration 0F: 3 clusters Score -197557.7 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -199081.500000 Penalty: 3824.039307
	Iteration 1F: 3 clusters Score -199081.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -200156.562500 Penalty: 3824.039307
	Iteration 2F: 3 clusters Score -200156.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -200898.359375 Penalty: 3824.039307
	Iteration 3F: 3 clusters Score -200898.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -201491.312500 Penalty: 3824.039307
	Iteration 4F: 3 clusters Score -201491.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -202051.437500 Penalty: 3824.039307
	Iteration 5F: 3 clusters Score -202051.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -202563.625000 Penalty: 3824.039307
	Iteration 6F: 3 clusters Score -202563.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -202949.859375 Penalty: 3824.039307
	Iteration 7Q: 3 clusters Score -202949.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -203291.062500 Penalty: 3824.039307
	Iteration 8Q: 3 clusters Score -203291.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -203411.156250 Penalty: 3824.039307
	Iteration 9Q: 3 clusters Score -203411.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -203467.828125 Penalty: 3824.039307
	Iteration 10Q: 3 clusters Score -203467.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -203494.968750 Penalty: 3824.039307
	Iteration 11Q: 3 clusters Score -203495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -203505.140625 Penalty: 3824.039307
	Iteration 12Q: 3 clusters Score -203505.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -203510.468750 Penalty: 3824.039307
	Iteration 13Q: 3 clusters Score -203510.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -203518.656250 Penalty: 3824.039307
	Iteration 14Q: 3 clusters Score -203518.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -203528.312500 Penalty: 3824.039307
	Iteration 15Q: 3 clusters Score -203528.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -203539.953125 Penalty: 3824.039307
	Iteration 16Q: 3 clusters Score -203540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -203551.562500 Penalty: 3824.039307
	Iteration 17Q: 3 clusters Score -203551.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -203558.968750 Penalty: 3824.039307
	Iteration 18Q: 3 clusters Score -203559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -203565.968750 Penalty: 3824.039307
	Iteration 19Q: 3 clusters Score -203566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -203626.671875 Penalty: 3824.039307
	Iteration 20F: 3 clusters Score -203626.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -203954.156250 Penalty: 3824.039307
	Iteration 21Q: 3 clusters Score -203954.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -204521.328125 Penalty: 3824.039307
	Iteration 22Q: 3 clusters Score -204521.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -204914.328125 Penalty: 3824.039307
	Iteration 23Q: 3 clusters Score -204914.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -205120.125000 Penalty: 3824.039307
	Iteration 24Q: 3 clusters Score -205120.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -205161.234375 Penalty: 3824.039307
	Iteration 25Q: 3 clusters Score -205161.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -205233.921875 Penalty: 3824.039307
	Iteration 26Q: 3 clusters Score -205233.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -205313.171875 Penalty: 3824.039307
	Iteration 27Q: 3 clusters Score -205313.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -205381.500000 Penalty: 3824.039307
	Iteration 28Q: 3 clusters Score -205381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -205467.296875 Penalty: 3824.039307
	Iteration 29Q: 3 clusters Score -205467.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -205489.859375 Penalty: 3824.039307
	Iteration 30Q: 3 clusters Score -205489.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -205489.859375 Penalty: 3824.039307
	Iteration 31F: 3 clusters Score -205489.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 2512 members 
Mstep: Class 4 contains 22872 members 
Mstep: Class 5 contains 185736 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 33106 members 
Mstep: Class 8 contains 18332 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 111600 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 10950 members 
Mstep: Class 13 contains 322389 members 
Mstep: Class 14 contains 290 members 
Mstep: Class 15 contains 24623 members 
Mstep: Class 16 contains 8729 members 
Mstep: Class 17 contains 49883 members 
Mstep: Class 19 contains 96586 members 
Entering Unmasked Estep 
Score: -97981224.000000 Penalty: 61207.128906
Splitting cluster 6 changes total score from -97969904.000000 to -97981224.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -3560177.750000 Penalty: 2581.052490
	Iteration 0F: 2 clusters Score -3560178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3537587.000000 Penalty: 5162.104980
	Iteration 0F: 3 clusters Score -3537587 nChanged 15050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -3546035.750000 Penalty: 5162.104980
	Iteration 1F: 3 clusters Score -3546036 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3547160.500000 Penalty: 5162.104980
	Iteration 2F: 3 clusters Score -3547160 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3548795.500000 Penalty: 5162.104980
	Iteration 3F: 3 clusters Score -3548796 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3550853.000000 Penalty: 5162.104980
	Iteration 4F: 3 clusters Score -3550853 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -3553126.000000 Penalty: 5162.104980
	Iteration 5F: 3 clusters Score -3553126 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -3555102.000000 Penalty: 5162.104980
	Iteration 6F: 3 clusters Score -3555102 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3556315.750000 Penalty: 5162.104980
	Iteration 7F: 3 clusters Score -3556316 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -3556971.750000 Penalty: 5162.104980
	Iteration 8Q: 3 clusters Score -3556972 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -3557384.000000 Penalty: 5162.104980
	Iteration 9Q: 3 clusters Score -3557384 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3557633.750000 Penalty: 5162.104980
	Iteration 10Q: 3 clusters Score -3557634 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -3557856.000000 Penalty: 5162.104980
	Iteration 11Q: 3 clusters Score -3557856 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3558045.500000 Penalty: 5162.104980
	Iteration 12Q: 3 clusters Score -3558046 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3558251.500000 Penalty: 5162.104980
	Iteration 13Q: 3 clusters Score -3558252 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3558464.750000 Penalty: 5162.104980
	Iteration 14Q: 3 clusters Score -3558465 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3558745.750000 Penalty: 5162.104980
	Iteration 15Q: 3 clusters Score -3558746 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3559035.250000 Penalty: 5162.104980
	Iteration 16Q: 3 clusters Score -3559035 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -3559426.000000 Penalty: 5162.104980
	Iteration 17Q: 3 clusters Score -3559426 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3559755.500000 Penalty: 5162.104980
	Iteration 18Q: 3 clusters Score -3559756 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3559976.750000 Penalty: 5162.104980
	Iteration 19Q: 3 clusters Score -3559977 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3560089.750000 Penalty: 5162.104980
	Iteration 20F: 3 clusters Score -3560090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3560123.500000 Penalty: 5162.104980
	Iteration 21Q: 3 clusters Score -3560124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3560153.500000 Penalty: 5162.104980
	Iteration 22Q: 3 clusters Score -3560154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3560157.000000 Penalty: 5162.104980
	Iteration 23Q: 3 clusters Score -3560157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3560159.500000 Penalty: 5162.104980
	Iteration 24Q: 3 clusters Score -3560160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3560158.500000 Penalty: 5162.104980
	Iteration 25Q: 3 clusters Score -3560158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3560170.000000 Penalty: 5162.104980
	Iteration 26Q: 3 clusters Score -3560170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3560172.000000 Penalty: 5162.104980
	Iteration 27Q: 3 clusters Score -3560172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3560169.000000 Penalty: 5162.104980
	Iteration 28Q: 3 clusters Score -3560169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3560172.250000 Penalty: 5162.104980
	Iteration 29Q: 3 clusters Score -3560172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3560172.000000 Penalty: 5162.104980
	Iteration 30Q: 3 clusters Score -3560172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3560174.750000 Penalty: 5162.104980
	Iteration 31Q: 3 clusters Score -3560175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3560176.250000 Penalty: 5162.104980
	Iteration 32Q: 3 clusters Score -3560176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3560182.250000 Penalty: 5162.104980
	Iteration 33Q: 3 clusters Score -3560182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3560184.750000 Penalty: 5162.104980
	Iteration 34Q: 3 clusters Score -3560185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3560183.500000 Penalty: 5162.104980
	Iteration 35Q: 3 clusters Score -3560184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3560179.500000 Penalty: 5162.104980
	Iteration 36Q: 3 clusters Score -3560180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3560181.750000 Penalty: 5162.104980
	Iteration 37Q: 3 clusters Score -3560182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3560179.250000 Penalty: 5162.104980
	Iteration 38Q: 3 clusters Score -3560179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3560177.000000 Penalty: 5162.104980
	Iteration 39Q: 3 clusters Score -3560177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3560177.000000 Penalty: 5162.104980
	Iteration 40F: 3 clusters Score -3560177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -2080905.000000 Penalty: 2434.468018
	Iteration 0F: 2 clusters Score -2080905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2067881.000000 Penalty: 4868.936035
	Iteration 0F: 3 clusters Score -2067881 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2072383.750000 Penalty: 4868.936035
	Iteration 1F: 3 clusters Score -2072384 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2072755.250000 Penalty: 4868.936035
	Iteration 2F: 3 clusters Score -2072755 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -2073109.875000 Penalty: 4868.936035
	Iteration 3Q: 3 clusters Score -2073110 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2073470.625000 Penalty: 4868.936035
	Iteration 4Q: 3 clusters Score -2073471 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2073850.500000 Penalty: 4868.936035
	Iteration 5Q: 3 clusters Score -2073850 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2074239.000000 Penalty: 4868.936035
	Iteration 6Q: 3 clusters Score -2074239 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2074677.375000 Penalty: 4868.936035
	Iteration 7Q: 3 clusters Score -2074677 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2075124.125000 Penalty: 4868.936035
	Iteration 8Q: 3 clusters Score -2075124 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2075566.500000 Penalty: 4868.936035
	Iteration 9Q: 3 clusters Score -2075566 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2075992.500000 Penalty: 4868.936035
	Iteration 10Q: 3 clusters Score -2075992 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2076407.875000 Penalty: 4868.936035
	Iteration 11Q: 3 clusters Score -2076408 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2076869.500000 Penalty: 4868.936035
	Iteration 12Q: 3 clusters Score -2076870 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2077435.125000 Penalty: 4868.936035
	Iteration 13Q: 3 clusters Score -2077435 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2078100.750000 Penalty: 4868.936035
	Iteration 14Q: 3 clusters Score -2078101 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -2078766.625000 Penalty: 4868.936035
	Iteration 15Q: 3 clusters Score -2078767 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2079261.625000 Penalty: 4868.936035
	Iteration 16Q: 3 clusters Score -2079262 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2079613.250000 Penalty: 4868.936035
	Iteration 17Q: 3 clusters Score -2079613 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -2079879.000000 Penalty: 4868.936035
	Iteration 18Q: 3 clusters Score -2079879 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2080094.625000 Penalty: 4868.936035
	Iteration 19Q: 3 clusters Score -2080095 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2080237.125000 Penalty: 4868.936035
	Iteration 20F: 3 clusters Score -2080237 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -2080296.500000 Penalty: 4868.936035
	Iteration 21Q: 3 clusters Score -2080296 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2080330.375000 Penalty: 4868.936035
	Iteration 22Q: 3 clusters Score -2080330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2080346.500000 Penalty: 4868.936035
	Iteration 23Q: 3 clusters Score -2080346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2080348.250000 Penalty: 4868.936035
	Iteration 24Q: 3 clusters Score -2080348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2080356.875000 Penalty: 4868.936035
	Iteration 25Q: 3 clusters Score -2080357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2080355.000000 Penalty: 4868.936035
	Iteration 26Q: 3 clusters Score -2080355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2080354.000000 Penalty: 4868.936035
	Iteration 27Q: 3 clusters Score -2080354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2080359.125000 Penalty: 4868.936035
	Iteration 28Q: 3 clusters Score -2080359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2080362.125000 Penalty: 4868.936035
	Iteration 29Q: 3 clusters Score -2080362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2080360.875000 Penalty: 4868.936035
	Iteration 30Q: 3 clusters Score -2080361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2080361.875000 Penalty: 4868.936035
	Iteration 31Q: 3 clusters Score -2080362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -2080361.625000 Penalty: 4868.936035
	Iteration 32Q: 3 clusters Score -2080362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2080360.625000 Penalty: 4868.936035
	Iteration 33Q: 3 clusters Score -2080361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2080358.750000 Penalty: 4868.936035
	Iteration 34Q: 3 clusters Score -2080359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2080356.750000 Penalty: 4868.936035
	Iteration 35Q: 3 clusters Score -2080357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2080356.750000 Penalty: 4868.936035
	Iteration 36F: 3 clusters Score -2080357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Entering Unmasked Estep 
Score: -336687.781250 Penalty: 1992.025269
	Iteration 0F: 2 clusters Score -336687.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -333403.687500 Penalty: 3984.050537
	Iteration 0F: 3 clusters Score -333403.7 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -334070.468750 Penalty: 3984.050537
	Iteration 1F: 3 clusters Score -334070.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -334320.625000 Penalty: 3984.050537
	Iteration 2F: 3 clusters Score -334320.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -334681.156250 Penalty: 3984.050537
	Iteration 3F: 3 clusters Score -334681.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -334948.250000 Penalty: 3984.050537
	Iteration 4F: 3 clusters Score -334948.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -335140.750000 Penalty: 3984.050537
	Iteration 5F: 3 clusters Score -335140.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -335307.218750 Penalty: 3984.050537
	Iteration 6F: 3 clusters Score -335307.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -335456.218750 Penalty: 3984.050537
	Iteration 7Q: 3 clusters Score -335456.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -335630.000000 Penalty: 3984.050537
	Iteration 8Q: 3 clusters Score -335630 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -335781.406250 Penalty: 3984.050537
	Iteration 9Q: 3 clusters Score -335781.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -335914.593750 Penalty: 3984.050537
	Iteration 10Q: 3 clusters Score -335914.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -336062.531250 Penalty: 3984.050537
	Iteration 11Q: 3 clusters Score -336062.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -336214.843750 Penalty: 3984.050537
	Iteration 12Q: 3 clusters Score -336214.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -336348.250000 Penalty: 3984.050537
	Iteration 13Q: 3 clusters Score -336348.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -336453.218750 Penalty: 3984.050537
	Iteration 14Q: 3 clusters Score -336453.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -336500.750000 Penalty: 3984.050537
	Iteration 15Q: 3 clusters Score -336500.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -336521.375000 Penalty: 3984.050537
	Iteration 16Q: 3 clusters Score -336521.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -336529.406250 Penalty: 3984.050537
	Iteration 17Q: 3 clusters Score -336529.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -336535.625000 Penalty: 3984.050537
	Iteration 18Q: 3 clusters Score -336535.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -336547.375000 Penalty: 3984.050537
	Iteration 19Q: 3 clusters Score -336547.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -336554.031250 Penalty: 3984.050537
	Iteration 20F: 3 clusters Score -336554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -336557.937500 Penalty: 3984.050537
	Iteration 21Q: 3 clusters Score -336557.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -336563.218750 Penalty: 3984.050537
	Iteration 22Q: 3 clusters Score -336563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -336567.062500 Penalty: 3984.050537
	Iteration 23Q: 3 clusters Score -336567.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -336567.812500 Penalty: 3984.050537
	Iteration 24Q: 3 clusters Score -336567.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -336567.687500 Penalty: 3984.050537
	Iteration 25Q: 3 clusters Score -336567.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -336567.687500 Penalty: 3984.050537
	Iteration 26F: 3 clusters Score -336567.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (111600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111600 members 
Entering Unmasked Estep 
Score: -12657185.000000 Penalty: 2882.423584
	Iteration 0F: 2 clusters Score -1.265718e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -12582669.000000 Penalty: 5764.847168
	Iteration 0F: 3 clusters Score -1.258267e+07 nChanged 52848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -12613150.000000 Penalty: 5764.847168
	Iteration 1F: 3 clusters Score -1.261315e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -12614078.000000 Penalty: 5764.847168
	Iteration 2Q: 3 clusters Score -1.261408e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -12615356.000000 Penalty: 5764.847168
	Iteration 3Q: 3 clusters Score -1.261536e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -12617425.000000 Penalty: 5764.847168
	Iteration 4Q: 3 clusters Score -1.261742e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -12620644.000000 Penalty: 5764.847168
	Iteration 5F: 3 clusters Score -1.262064e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -12625871.000000 Penalty: 5764.847168
	Iteration 6F: 3 clusters Score -1.262587e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87952 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -12633393.000000 Penalty: 5764.847168
	Iteration 7F: 3 clusters Score -1.263339e+07 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96563 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -12641563.000000 Penalty: 5764.847168
	Iteration 8F: 3 clusters Score -1.264156e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103141 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -12647864.000000 Penalty: 5764.847168
	Iteration 9F: 3 clusters Score -1.264786e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107047 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -12651499.000000 Penalty: 5764.847168
	Iteration 10Q: 3 clusters Score -1.26515e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108923 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -12653283.000000 Penalty: 5764.847168
	Iteration 11Q: 3 clusters Score -1.265328e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109684 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -12654154.000000 Penalty: 5764.847168
	Iteration 12Q: 3 clusters Score -1.265415e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109973 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12654564.000000 Penalty: 5764.847168
	Iteration 13Q: 3 clusters Score -1.265456e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110105 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -12654734.000000 Penalty: 5764.847168
	Iteration 14Q: 3 clusters Score -1.265473e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110163 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12654855.000000 Penalty: 5764.847168
	Iteration 15Q: 3 clusters Score -1.265486e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -12654877.000000 Penalty: 5764.847168
	Iteration 16Q: 3 clusters Score -1.265488e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110228 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -12654919.000000 Penalty: 5764.847168
	Iteration 17Q: 3 clusters Score -1.265492e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110253 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -12654933.000000 Penalty: 5764.847168
	Iteration 18Q: 3 clusters Score -1.265493e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110273 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -12654933.000000 Penalty: 5764.847168
	Iteration 19Q: 3 clusters Score -1.265493e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110284 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -12654955.000000 Penalty: 5764.847168
	Iteration 20F: 3 clusters Score -1.265496e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110296 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -12654965.000000 Penalty: 5764.847168
	Iteration 21Q: 3 clusters Score -1.265496e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110301 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -12654966.000000 Penalty: 5764.847168
	Iteration 22Q: 3 clusters Score -1.265497e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110308 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -12654985.000000 Penalty: 5764.847168
	Iteration 23Q: 3 clusters Score -1.265498e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110317 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -12654980.000000 Penalty: 5764.847168
	Iteration 24Q: 3 clusters Score -1.265498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110326 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -12654983.000000 Penalty: 5764.847168
	Iteration 25Q: 3 clusters Score -1.265498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -12654994.000000 Penalty: 5764.847168
	Iteration 26Q: 3 clusters Score -1.265499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110339 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -12654995.000000 Penalty: 5764.847168
	Iteration 27Q: 3 clusters Score -1.2655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110345 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -12655006.000000 Penalty: 5764.847168
	Iteration 28Q: 3 clusters Score -1.265501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110348 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -12655002.000000 Penalty: 5764.847168
	Iteration 29Q: 3 clusters Score -1.2655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110352 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -12655007.000000 Penalty: 5764.847168
	Iteration 30Q: 3 clusters Score -1.265501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110354 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -12655006.000000 Penalty: 5764.847168
	Iteration 31Q: 3 clusters Score -1.265501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110356 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -12655010.000000 Penalty: 5764.847168
	Iteration 32Q: 3 clusters Score -1.265501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110358 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -12655012.000000 Penalty: 5764.847168
	Iteration 33Q: 3 clusters Score -1.265501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110361 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -12655017.000000 Penalty: 5764.847168
	Iteration 34Q: 3 clusters Score -1.265502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110362 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -12655012.000000 Penalty: 5764.847168
	Iteration 35Q: 3 clusters Score -1.265501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110363 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -12655016.000000 Penalty: 5764.847168
	Iteration 36Q: 3 clusters Score -1.265502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110364 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -12655021.000000 Penalty: 5764.847168
	Iteration 37Q: 3 clusters Score -1.265502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -12655026.000000 Penalty: 5764.847168
	Iteration 38Q: 3 clusters Score -1.265503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110369 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -12655020.000000 Penalty: 5764.847168
	Iteration 39Q: 3 clusters Score -1.265502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110370 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -12655028.000000 Penalty: 5764.847168
	Iteration 40F: 3 clusters Score -1.265503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110369 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -12655026.000000 Penalty: 5764.847168
	Iteration 41Q: 3 clusters Score -1.265503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -12655025.000000 Penalty: 5764.847168
	Iteration 42Q: 3 clusters Score -1.265502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110367 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -12655022.000000 Penalty: 5764.847168
	Iteration 43Q: 3 clusters Score -1.265502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110367 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -12655022.000000 Penalty: 5764.847168
	Iteration 44F: 3 clusters Score -1.265502e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Entering Unmasked Estep 
Score: -243858.218750 Penalty: 1914.234009
	Iteration 0F: 2 clusters Score -243858.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -241080.734375 Penalty: 3828.468018
	Iteration 0F: 3 clusters Score -241080.7 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -241539.937500 Penalty: 3828.468018
	Iteration 1F: 3 clusters Score -241539.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -241670.484375 Penalty: 3828.468018
	Iteration 2F: 3 clusters Score -241670.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -241737.750000 Penalty: 3828.468018
	Iteration 3Q: 3 clusters Score -241737.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -241786.593750 Penalty: 3828.468018
	Iteration 4Q: 3 clusters Score -241786.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -241820.218750 Penalty: 3828.468018
	Iteration 5Q: 3 clusters Score -241820.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -241838.890625 Penalty: 3828.468018
	Iteration 6Q: 3 clusters Score -241838.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -241850.968750 Penalty: 3828.468018
	Iteration 7Q: 3 clusters Score -241851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -241860.109375 Penalty: 3828.468018
	Iteration 8Q: 3 clusters Score -241860.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -241866.468750 Penalty: 3828.468018
	Iteration 9Q: 3 clusters Score -241866.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -241872.281250 Penalty: 3828.468018
	Iteration 10Q: 3 clusters Score -241872.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -241874.812500 Penalty: 3828.468018
	Iteration 11Q: 3 clusters Score -241874.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -241877.437500 Penalty: 3828.468018
	Iteration 12Q: 3 clusters Score -241877.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -241880.250000 Penalty: 3828.468018
	Iteration 13Q: 3 clusters Score -241880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -241881.609375 Penalty: 3828.468018
	Iteration 14Q: 3 clusters Score -241881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -241881.468750 Penalty: 3828.468018
	Iteration 15Q: 3 clusters Score -241881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -241882.812500 Penalty: 3828.468018
	Iteration 16Q: 3 clusters Score -241882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -241885.609375 Penalty: 3828.468018
	Iteration 17Q: 3 clusters Score -241885.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -241888.781250 Penalty: 3828.468018
	Iteration 18Q: 3 clusters Score -241888.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -241891.187500 Penalty: 3828.468018
	Iteration 19Q: 3 clusters Score -241891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -241893.234375 Penalty: 3828.468018
	Iteration 20F: 3 clusters Score -241893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -241897.000000 Penalty: 3828.468018
	Iteration 21Q: 3 clusters Score -241897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -241901.578125 Penalty: 3828.468018
	Iteration 22Q: 3 clusters Score -241901.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -241906.265625 Penalty: 3828.468018
	Iteration 23Q: 3 clusters Score -241906.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -241912.671875 Penalty: 3828.468018
	Iteration 24Q: 3 clusters Score -241912.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -241923.156250 Penalty: 3828.468018
	Iteration 25Q: 3 clusters Score -241923.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -241928.656250 Penalty: 3828.468018
	Iteration 26Q: 3 clusters Score -241928.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -241934.281250 Penalty: 3828.468018
	Iteration 27Q: 3 clusters Score -241934.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -241937.765625 Penalty: 3828.468018
	Iteration 28Q: 3 clusters Score -241937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -241947.046875 Penalty: 3828.468018
	Iteration 29Q: 3 clusters Score -241947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -241959.953125 Penalty: 3828.468018
	Iteration 30Q: 3 clusters Score -241960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -241970.234375 Penalty: 3828.468018
	Iteration 31Q: 3 clusters Score -241970.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -241977.171875 Penalty: 3828.468018
	Iteration 32Q: 3 clusters Score -241977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -241979.984375 Penalty: 3828.468018
	Iteration 33Q: 3 clusters Score -241980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -241979.875000 Penalty: 3828.468018
	Iteration 34Q: 3 clusters Score -241979.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -241979.875000 Penalty: 3828.468018
	Iteration 35F: 3 clusters Score -241979.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (10950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Entering Unmasked Estep 
Score: -1224852.125000 Penalty: 2306.671631
	Iteration 0F: 2 clusters Score -1224852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1216593.250000 Penalty: 4613.343262
	Iteration 0F: 3 clusters Score -1216593 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1219050.750000 Penalty: 4613.343262
	Iteration 1F: 3 clusters Score -1219051 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1219393.750000 Penalty: 4613.343262
	Iteration 2F: 3 clusters Score -1219394 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1219631.875000 Penalty: 4613.343262
	Iteration 3F: 3 clusters Score -1219632 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1219837.000000 Penalty: 4613.343262
	Iteration 4Q: 3 clusters Score -1219837 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1219988.375000 Penalty: 4613.343262
	Iteration 5Q: 3 clusters Score -1219988 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1220092.125000 Penalty: 4613.343262
	Iteration 6Q: 3 clusters Score -1220092 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1220202.875000 Penalty: 4613.343262
	Iteration 7Q: 3 clusters Score -1220203 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1220294.625000 Penalty: 4613.343262
	Iteration 8Q: 3 clusters Score -1220295 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1220395.125000 Penalty: 4613.343262
	Iteration 9Q: 3 clusters Score -1220395 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1220507.625000 Penalty: 4613.343262
	Iteration 10Q: 3 clusters Score -1220508 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1220624.125000 Penalty: 4613.343262
	Iteration 11Q: 3 clusters Score -1220624 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1220745.375000 Penalty: 4613.343262
	Iteration 12Q: 3 clusters Score -1220745 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1220897.750000 Penalty: 4613.343262
	Iteration 13Q: 3 clusters Score -1220898 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1221062.500000 Penalty: 4613.343262
	Iteration 14Q: 3 clusters Score -1221062 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1221236.000000 Penalty: 4613.343262
	Iteration 15Q: 3 clusters Score -1221236 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1221399.375000 Penalty: 4613.343262
	Iteration 16Q: 3 clusters Score -1221399 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1221607.500000 Penalty: 4613.343262
	Iteration 17Q: 3 clusters Score -1221608 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1221906.000000 Penalty: 4613.343262
	Iteration 18Q: 3 clusters Score -1221906 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1222293.875000 Penalty: 4613.343262
	Iteration 19Q: 3 clusters Score -1222294 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1222742.875000 Penalty: 4613.343262
	Iteration 20F: 3 clusters Score -1222743 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1223066.375000 Penalty: 4613.343262
	Iteration 21Q: 3 clusters Score -1223066 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1223271.250000 Penalty: 4613.343262
	Iteration 22Q: 3 clusters Score -1223271 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1223404.750000 Penalty: 4613.343262
	Iteration 23Q: 3 clusters Score -1223405 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1223488.750000 Penalty: 4613.343262
	Iteration 24Q: 3 clusters Score -1223489 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1223550.875000 Penalty: 4613.343262
	Iteration 25Q: 3 clusters Score -1223551 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1223582.125000 Penalty: 4613.343262
	Iteration 26Q: 3 clusters Score -1223582 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1223606.000000 Penalty: 4613.343262
	Iteration 27Q: 3 clusters Score -1223606 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1223622.625000 Penalty: 4613.343262
	Iteration 28Q: 3 clusters Score -1223623 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1223642.625000 Penalty: 4613.343262
	Iteration 29Q: 3 clusters Score -1223643 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1223656.125000 Penalty: 4613.343262
	Iteration 30Q: 3 clusters Score -1223656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1223662.500000 Penalty: 4613.343262
	Iteration 31Q: 3 clusters Score -1223662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1223670.875000 Penalty: 4613.343262
	Iteration 32Q: 3 clusters Score -1223671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1223683.625000 Penalty: 4613.343262
	Iteration 33Q: 3 clusters Score -1223684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1223691.000000 Penalty: 4613.343262
	Iteration 34Q: 3 clusters Score -1223691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1223693.500000 Penalty: 4613.343262
	Iteration 35Q: 3 clusters Score -1223694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1223698.500000 Penalty: 4613.343262
	Iteration 36Q: 3 clusters Score -1223698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1223708.375000 Penalty: 4613.343262
	Iteration 37Q: 3 clusters Score -1223708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1223713.375000 Penalty: 4613.343262
	Iteration 38Q: 3 clusters Score -1223713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1223716.250000 Penalty: 4613.343262
	Iteration 39Q: 3 clusters Score -1223716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1223721.000000 Penalty: 4613.343262
	Iteration 40F: 3 clusters Score -1223721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1223719.500000 Penalty: 4613.343262
	Iteration 41Q: 3 clusters Score -1223720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1223720.625000 Penalty: 4613.343262
	Iteration 42Q: 3 clusters Score -1223721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1223720.625000 Penalty: 4613.343262
	Iteration 43Q: 3 clusters Score -1223721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1223720.625000 Penalty: 4613.343262
	Iteration 44Q: 3 clusters Score -1223721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1223724.250000 Penalty: 4613.343262
	Iteration 45Q: 3 clusters Score -1223724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1223728.375000 Penalty: 4613.343262
	Iteration 46Q: 3 clusters Score -1223728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1223730.500000 Penalty: 4613.343262
	Iteration 47Q: 3 clusters Score -1223730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1223733.500000 Penalty: 4613.343262
	Iteration 48Q: 3 clusters Score -1223734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1223732.125000 Penalty: 4613.343262
	Iteration 49Q: 3 clusters Score -1223732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1223733.750000 Penalty: 4613.343262
	Iteration 50Q: 3 clusters Score -1223734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1223733.875000 Penalty: 4613.343262
	Iteration 51Q: 3 clusters Score -1223734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1223733.875000 Penalty: 4613.343262
	Iteration 52Q: 3 clusters Score -1223734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1223736.875000 Penalty: 4613.343262
	Iteration 53Q: 3 clusters Score -1223737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1223734.750000 Penalty: 4613.343262
	Iteration 54Q: 3 clusters Score -1223735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1223735.750000 Penalty: 4613.343262
	Iteration 55Q: 3 clusters Score -1223736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1223737.125000 Penalty: 4613.343262
	Iteration 56Q: 3 clusters Score -1223737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1223740.750000 Penalty: 4613.343262
	Iteration 57Q: 3 clusters Score -1223741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1223741.875000 Penalty: 4613.343262
	Iteration 58Q: 3 clusters Score -1223742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1223743.500000 Penalty: 4613.343262
	Iteration 59Q: 3 clusters Score -1223744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1223742.875000 Penalty: 4613.343262
	Iteration 60F: 3 clusters Score -1223743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1223743.750000 Penalty: 4613.343262
	Iteration 61Q: 3 clusters Score -1223744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1223743.750000 Penalty: 4613.343262
	Iteration 62F: 3 clusters Score -1223744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (322389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322389 members 
Entering Unmasked Estep 
Score: -35605636.000000 Penalty: 3145.511719
	Iteration 0F: 2 clusters Score -3.560564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161339 members 
Mstep: Class 2 contains 161050 members 
Entering Unmasked Estep 
Score: -35426160.000000 Penalty: 6291.023438
	Iteration 0F: 3 clusters Score -3.542616e+07 nChanged 156499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167262 members 
Mstep: Class 2 contains 155127 members 
Entering Unmasked Estep 
Score: -35518896.000000 Penalty: 6291.023438
	Iteration 1F: 3 clusters Score -3.55189e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169672 members 
Mstep: Class 2 contains 152717 members 
Entering Unmasked Estep 
Score: -35520680.000000 Penalty: 6291.023438
	Iteration 2Q: 3 clusters Score -3.552068e+07 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172825 members 
Mstep: Class 2 contains 149564 members 
Entering Unmasked Estep 
Score: -35522972.000000 Penalty: 6291.023438
	Iteration 3Q: 3 clusters Score -3.552297e+07 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176837 members 
Mstep: Class 2 contains 145552 members 
Entering Unmasked Estep 
Score: -35526136.000000 Penalty: 6291.023438
	Iteration 4Q: 3 clusters Score -3.552614e+07 nChanged 14158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181737 members 
Mstep: Class 2 contains 140652 members 
Entering Unmasked Estep 
Score: -35531540.000000 Penalty: 6291.023438
	Iteration 5Q: 3 clusters Score -3.553154e+07 nChanged 16713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186696 members 
Mstep: Class 2 contains 135693 members 
Entering Unmasked Estep 
Score: -35539404.000000 Penalty: 6291.023438
	Iteration 6F: 3 clusters Score -3.55394e+07 nChanged 19373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190381 members 
Mstep: Class 2 contains 132008 members 
Entering Unmasked Estep 
Score: -35551792.000000 Penalty: 6291.023438
	Iteration 7F: 3 clusters Score -3.555179e+07 nChanged 21571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191210 members 
Mstep: Class 2 contains 131179 members 
Entering Unmasked Estep 
Score: -35567260.000000 Penalty: 6291.023438
	Iteration 8F: 3 clusters Score -3.556726e+07 nChanged 19876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189264 members 
Mstep: Class 2 contains 133125 members 
Entering Unmasked Estep 
Score: -35577236.000000 Penalty: 6291.023438
	Iteration 9F: 3 clusters Score -3.557724e+07 nChanged 12850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186886 members 
Mstep: Class 2 contains 135503 members 
Entering Unmasked Estep 
Score: -35580412.000000 Penalty: 6291.023438
	Iteration 10Q: 3 clusters Score -3.558041e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184807 members 
Mstep: Class 2 contains 137582 members 
Entering Unmasked Estep 
Score: -35580936.000000 Penalty: 6291.023438
	Iteration 11Q: 3 clusters Score -3.558094e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182761 members 
Mstep: Class 2 contains 139628 members 
Entering Unmasked Estep 
Score: -35581172.000000 Penalty: 6291.023438
	Iteration 12Q: 3 clusters Score -3.558117e+07 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180854 members 
Mstep: Class 2 contains 141535 members 
Entering Unmasked Estep 
Score: -35581176.000000 Penalty: 6291.023438
	Iteration 13Q: 3 clusters Score -3.558118e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178972 members 
Mstep: Class 2 contains 143417 members 
Entering Unmasked Estep 
Score: -35581224.000000 Penalty: 6291.023438
	Iteration 14Q: 3 clusters Score -3.558122e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177143 members 
Mstep: Class 2 contains 145246 members 
Entering Unmasked Estep 
Score: -35581328.000000 Penalty: 6291.023438
	Iteration 15Q: 3 clusters Score -3.558133e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175185 members 
Mstep: Class 2 contains 147204 members 
Entering Unmasked Estep 
Score: -35581424.000000 Penalty: 6291.023438
	Iteration 16Q: 3 clusters Score -3.558142e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173145 members 
Mstep: Class 2 contains 149244 members 
Entering Unmasked Estep 
Score: -35581524.000000 Penalty: 6291.023438
	Iteration 17Q: 3 clusters Score -3.558152e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170780 members 
Mstep: Class 2 contains 151609 members 
Entering Unmasked Estep 
Score: -35581552.000000 Penalty: 6291.023438
	Iteration 18Q: 3 clusters Score -3.558155e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168072 members 
Mstep: Class 2 contains 154317 members 
Entering Unmasked Estep 
Score: -35581752.000000 Penalty: 6291.023438
	Iteration 19Q: 3 clusters Score -3.558175e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165086 members 
Mstep: Class 2 contains 157303 members 
Entering Unmasked Estep 
Score: -35581748.000000 Penalty: 6291.023438
	Iteration 20F: 3 clusters Score -3.558175e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161565 members 
Mstep: Class 2 contains 160824 members 
Entering Unmasked Estep 
Score: -35581808.000000 Penalty: 6291.023438
	Iteration 21Q: 3 clusters Score -3.558181e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157447 members 
Mstep: Class 2 contains 164942 members 
Entering Unmasked Estep 
Score: -35581896.000000 Penalty: 6291.023438
	Iteration 22Q: 3 clusters Score -3.55819e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152953 members 
Mstep: Class 2 contains 169436 members 
Entering Unmasked Estep 
Score: -35582056.000000 Penalty: 6291.023438
	Iteration 23Q: 3 clusters Score -3.558206e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148256 members 
Mstep: Class 2 contains 174133 members 
Entering Unmasked Estep 
Score: -35582144.000000 Penalty: 6291.023438
	Iteration 24Q: 3 clusters Score -3.558214e+07 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143208 members 
Mstep: Class 2 contains 179181 members 
Entering Unmasked Estep 
Score: -35582292.000000 Penalty: 6291.023438
	Iteration 25Q: 3 clusters Score -3.558229e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137183 members 
Mstep: Class 2 contains 185206 members 
Entering Unmasked Estep 
Score: -35582684.000000 Penalty: 6291.023438
	Iteration 26Q: 3 clusters Score -3.558268e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129660 members 
Mstep: Class 2 contains 192729 members 
Entering Unmasked Estep 
Score: -35583508.000000 Penalty: 6291.023438
	Iteration 27Q: 3 clusters Score -3.558351e+07 nChanged 8858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120850 members 
Mstep: Class 2 contains 201539 members 
Entering Unmasked Estep 
Score: -35584680.000000 Penalty: 6291.023438
	Iteration 28Q: 3 clusters Score -3.558468e+07 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110869 members 
Mstep: Class 2 contains 211520 members 
Entering Unmasked Estep 
Score: -35586292.000000 Penalty: 6291.023438
	Iteration 29Q: 3 clusters Score -3.558629e+07 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 222479 members 
Entering Unmasked Estep 
Score: -35588716.000000 Penalty: 6291.023438
	Iteration 30Q: 3 clusters Score -3.558872e+07 nChanged 11552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88408 members 
Mstep: Class 2 contains 233981 members 
Entering Unmasked Estep 
Score: -35591316.000000 Penalty: 6291.023438
	Iteration 31Q: 3 clusters Score -3.559132e+07 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 246313 members 
Entering Unmasked Estep 
Score: -35594856.000000 Penalty: 6291.023438
	Iteration 32Q: 3 clusters Score -3.559486e+07 nChanged 12099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64009 members 
Mstep: Class 2 contains 258380 members 
Entering Unmasked Estep 
Score: -35598036.000000 Penalty: 6291.023438
	Iteration 33Q: 3 clusters Score -3.559804e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 270031 members 
Entering Unmasked Estep 
Score: -35601496.000000 Penalty: 6291.023438
	Iteration 34Q: 3 clusters Score -3.56015e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 280320 members 
Entering Unmasked Estep 
Score: -35605312.000000 Penalty: 6291.023438
	Iteration 35Q: 3 clusters Score -3.560531e+07 nChanged 8726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 289018 members 
Entering Unmasked Estep 
Score: -35608364.000000 Penalty: 6291.023438
	Iteration 36Q: 3 clusters Score -3.560836e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 295995 members 
Entering Unmasked Estep 
Score: -35608968.000000 Penalty: 6291.023438
	Iteration 37Q: 3 clusters Score -3.560897e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 301420 members 
Entering Unmasked Estep 
Score: -35609984.000000 Penalty: 6291.023438
	Iteration 38Q: 3 clusters Score -3.560998e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 305280 members 
Entering Unmasked Estep 
Score: -35609436.000000 Penalty: 6291.023438
	Iteration 39Q: 3 clusters Score -3.560944e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 307947 members 
Entering Unmasked Estep 
Score: -35612420.000000 Penalty: 6291.023438
	Iteration 40F: 3 clusters Score -3.561242e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 314332 members 
Entering Unmasked Estep 
Score: -35608848.000000 Penalty: 6291.023438
	Iteration 41Q: 3 clusters Score -3.560885e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 317622 members 
Entering Unmasked Estep 
Score: -35606636.000000 Penalty: 6291.023438
	Iteration 42Q: 3 clusters Score -3.560664e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 319275 members 
Entering Unmasked Estep 
Score: -35605640.000000 Penalty: 6291.023438
	Iteration 43Q: 3 clusters Score -3.560564e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 320128 members 
Entering Unmasked Estep 
Score: -35605012.000000 Penalty: 6291.023438
	Iteration 44Q: 3 clusters Score -3.560501e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 320598 members 
Entering Unmasked Estep 
Score: -35604604.000000 Penalty: 6291.023438
	Iteration 45Q: 3 clusters Score -3.56046e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 320817 members 
Entering Unmasked Estep 
Score: -35604392.000000 Penalty: 6291.023438
	Iteration 46Q: 3 clusters Score -3.560439e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 320964 members 
Entering Unmasked Estep 
Score: -35604196.000000 Penalty: 6291.023438
	Iteration 47Q: 3 clusters Score -3.56042e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 321056 members 
Entering Unmasked Estep 
Score: -35604144.000000 Penalty: 6291.023438
	Iteration 48Q: 3 clusters Score -3.560414e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 321119 members 
Entering Unmasked Estep 
Score: -35604104.000000 Penalty: 6291.023438
	Iteration 49Q: 3 clusters Score -3.56041e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 321163 members 
Entering Unmasked Estep 
Score: -35604084.000000 Penalty: 6291.023438
	Iteration 50Q: 3 clusters Score -3.560408e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 321212 members 
Entering Unmasked Estep 
Score: -35604012.000000 Penalty: 6291.023438
	Iteration 51Q: 3 clusters Score -3.560401e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 321251 members 
Entering Unmasked Estep 
Score: -35604020.000000 Penalty: 6291.023438
	Iteration 52Q: 3 clusters Score -3.560402e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 321277 members 
Entering Unmasked Estep 
Score: -35604012.000000 Penalty: 6291.023438
	Iteration 53Q: 3 clusters Score -3.560401e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 321296 members 
Entering Unmasked Estep 
Score: -35604052.000000 Penalty: 6291.023438
	Iteration 54Q: 3 clusters Score -3.560405e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 321321 members 
Entering Unmasked Estep 
Score: -35604052.000000 Penalty: 6291.023438
	Iteration 55Q: 3 clusters Score -3.560405e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 321334 members 
Entering Unmasked Estep 
Score: -35604064.000000 Penalty: 6291.023438
	Iteration 56Q: 3 clusters Score -3.560406e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 321353 members 
Entering Unmasked Estep 
Score: -35604028.000000 Penalty: 6291.023438
	Iteration 57Q: 3 clusters Score -3.560403e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 321368 members 
Entering Unmasked Estep 
Score: -35604052.000000 Penalty: 6291.023438
	Iteration 58Q: 3 clusters Score -3.560405e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 321375 members 
Entering Unmasked Estep 
Score: -35604092.000000 Penalty: 6291.023438
	Iteration 59Q: 3 clusters Score -3.560409e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 321389 members 
Entering Unmasked Estep 
Score: -35604104.000000 Penalty: 6291.023438
	Iteration 60F: 3 clusters Score -3.56041e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 321393 members 
Entering Unmasked Estep 
Score: -35604100.000000 Penalty: 6291.023438
	Iteration 61Q: 3 clusters Score -3.56041e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 321391 members 
Entering Unmasked Estep 
Score: -35604100.000000 Penalty: 6291.023438
	Iteration 62Q: 3 clusters Score -3.56041e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 321392 members 
Entering Unmasked Estep 
Score: -35604136.000000 Penalty: 6291.023438
	Iteration 63Q: 3 clusters Score -3.560414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 321398 members 
Entering Unmasked Estep 
Score: -35604108.000000 Penalty: 6291.023438
	Iteration 64Q: 3 clusters Score -3.560411e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 321406 members 
Entering Unmasked Estep 
Score: -35604124.000000 Penalty: 6291.023438
	Iteration 65Q: 3 clusters Score -3.560412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 321408 members 
Entering Unmasked Estep 
Score: -35604112.000000 Penalty: 6291.023438
	Iteration 66Q: 3 clusters Score -3.560411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 321407 members 
Entering Unmasked Estep 
Score: -35604116.000000 Penalty: 6291.023438
	Iteration 67Q: 3 clusters Score -3.560412e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 321410 members 
Entering Unmasked Estep 
Score: -35604128.000000 Penalty: 6291.023438
	Iteration 68Q: 3 clusters Score -3.560413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 321412 members 
Entering Unmasked Estep 
Score: -35604120.000000 Penalty: 6291.023438
	Iteration 69Q: 3 clusters Score -3.560412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 321412 members 
Entering Unmasked Estep 
Score: -35604132.000000 Penalty: 6291.023438
	Iteration 70Q: 3 clusters Score -3.560413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 321412 members 
Entering Unmasked Estep 
Score: -35604120.000000 Penalty: 6291.023438
	Iteration 71Q: 3 clusters Score -3.560412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 321414 members 
Entering Unmasked Estep 
Score: -35604108.000000 Penalty: 6291.023438
	Iteration 72Q: 3 clusters Score -3.560411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 321415 members 
Entering Unmasked Estep 
Score: -35604116.000000 Penalty: 6291.023438
	Iteration 73Q: 3 clusters Score -3.560412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 321414 members 
Entering Unmasked Estep 
Score: -35604108.000000 Penalty: 6291.023438
	Iteration 74Q: 3 clusters Score -3.560411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 321414 members 
Entering Unmasked Estep 
Score: -35604116.000000 Penalty: 6291.023438
	Iteration 75Q: 3 clusters Score -3.560412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 321413 members 
Entering Unmasked Estep 
Score: -35604112.000000 Penalty: 6291.023438
	Iteration 76Q: 3 clusters Score -3.560411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 321413 members 
Entering Unmasked Estep 
Score: -35604112.000000 Penalty: 6291.023438
	Iteration 77F: 3 clusters Score -3.560411e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Entering Unmasked Estep 
Score: -2763675.500000 Penalty: 2507.635986
	Iteration 0F: 2 clusters Score -2763676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2746712.500000 Penalty: 5015.271973
	Iteration 0F: 3 clusters Score -2746712 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2752543.000000 Penalty: 5015.271973
	Iteration 1F: 3 clusters Score -2752543 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2753063.000000 Penalty: 5015.271973
	Iteration 2F: 3 clusters Score -2753063 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2753607.250000 Penalty: 5015.271973
	Iteration 3F: 3 clusters Score -2753607 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2754264.250000 Penalty: 5015.271973
	Iteration 4Q: 3 clusters Score -2754264 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2755094.500000 Penalty: 5015.271973
	Iteration 5F: 3 clusters Score -2755094 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2756167.500000 Penalty: 5015.271973
	Iteration 6F: 3 clusters Score -2756168 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -2757407.000000 Penalty: 5015.271973
	Iteration 7F: 3 clusters Score -2757407 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2758454.250000 Penalty: 5015.271973
	Iteration 8F: 3 clusters Score -2758454 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2759178.000000 Penalty: 5015.271973
	Iteration 9Q: 3 clusters Score -2759178 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2759630.750000 Penalty: 5015.271973
	Iteration 10Q: 3 clusters Score -2759631 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2759923.500000 Penalty: 5015.271973
	Iteration 11Q: 3 clusters Score -2759924 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2760115.000000 Penalty: 5015.271973
	Iteration 12Q: 3 clusters Score -2760115 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2760231.750000 Penalty: 5015.271973
	Iteration 13Q: 3 clusters Score -2760232 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2760330.000000 Penalty: 5015.271973
	Iteration 14Q: 3 clusters Score -2760330 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2760419.750000 Penalty: 5015.271973
	Iteration 15Q: 3 clusters Score -2760420 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2760503.250000 Penalty: 5015.271973
	Iteration 16Q: 3 clusters Score -2760503 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2760566.000000 Penalty: 5015.271973
	Iteration 17Q: 3 clusters Score -2760566 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2760599.500000 Penalty: 5015.271973
	Iteration 18Q: 3 clusters Score -2760600 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2760633.000000 Penalty: 5015.271973
	Iteration 19Q: 3 clusters Score -2760633 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2760661.750000 Penalty: 5015.271973
	Iteration 20F: 3 clusters Score -2760662 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2760684.500000 Penalty: 5015.271973
	Iteration 21Q: 3 clusters Score -2760684 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2760698.250000 Penalty: 5015.271973
	Iteration 22Q: 3 clusters Score -2760698 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2760726.000000 Penalty: 5015.271973
	Iteration 23Q: 3 clusters Score -2760726 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2760740.750000 Penalty: 5015.271973
	Iteration 24Q: 3 clusters Score -2760741 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2760768.000000 Penalty: 5015.271973
	Iteration 25Q: 3 clusters Score -2760768 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2760793.250000 Penalty: 5015.271973
	Iteration 26Q: 3 clusters Score -2760793 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2760800.000000 Penalty: 5015.271973
	Iteration 27Q: 3 clusters Score -2760800 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2760801.750000 Penalty: 5015.271973
	Iteration 28Q: 3 clusters Score -2760802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2760818.500000 Penalty: 5015.271973
	Iteration 29Q: 3 clusters Score -2760818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2760828.250000 Penalty: 5015.271973
	Iteration 30Q: 3 clusters Score -2760828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2760844.500000 Penalty: 5015.271973
	Iteration 31Q: 3 clusters Score -2760844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2760851.750000 Penalty: 5015.271973
	Iteration 32Q: 3 clusters Score -2760852 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -2760864.250000 Penalty: 5015.271973
	Iteration 33Q: 3 clusters Score -2760864 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2760875.750000 Penalty: 5015.271973
	Iteration 34Q: 3 clusters Score -2760876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2760878.750000 Penalty: 5015.271973
	Iteration 35Q: 3 clusters Score -2760879 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2760879.000000 Penalty: 5015.271973
	Iteration 36Q: 3 clusters Score -2760879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2760888.000000 Penalty: 5015.271973
	Iteration 37Q: 3 clusters Score -2760888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2760881.750000 Penalty: 5015.271973
	Iteration 38Q: 3 clusters Score -2760882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2760887.000000 Penalty: 5015.271973
	Iteration 39Q: 3 clusters Score -2760887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2760885.750000 Penalty: 5015.271973
	Iteration 40F: 3 clusters Score -2760886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2760898.500000 Penalty: 5015.271973
	Iteration 41Q: 3 clusters Score -2760898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2760902.500000 Penalty: 5015.271973
	Iteration 42Q: 3 clusters Score -2760902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2760893.750000 Penalty: 5015.271973
	Iteration 43Q: 3 clusters Score -2760894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2760898.750000 Penalty: 5015.271973
	Iteration 44Q: 3 clusters Score -2760899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2760901.500000 Penalty: 5015.271973
	Iteration 45Q: 3 clusters Score -2760902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2760901.750000 Penalty: 5015.271973
	Iteration 46Q: 3 clusters Score -2760902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2760903.500000 Penalty: 5015.271973
	Iteration 47Q: 3 clusters Score -2760904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2760905.750000 Penalty: 5015.271973
	Iteration 48Q: 3 clusters Score -2760906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2760915.500000 Penalty: 5015.271973
	Iteration 49Q: 3 clusters Score -2760916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2760910.500000 Penalty: 5015.271973
	Iteration 50Q: 3 clusters Score -2760910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2760908.000000 Penalty: 5015.271973
	Iteration 51Q: 3 clusters Score -2760908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2760909.750000 Penalty: 5015.271973
	Iteration 52Q: 3 clusters Score -2760910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2760908.750000 Penalty: 5015.271973
	Iteration 53Q: 3 clusters Score -2760909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2760906.250000 Penalty: 5015.271973
	Iteration 54Q: 3 clusters Score -2760906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2760909.000000 Penalty: 5015.271973
	Iteration 55Q: 3 clusters Score -2760909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2760909.500000 Penalty: 5015.271973
	Iteration 56Q: 3 clusters Score -2760910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2760908.000000 Penalty: 5015.271973
	Iteration 57Q: 3 clusters Score -2760908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2760911.500000 Penalty: 5015.271973
	Iteration 58Q: 3 clusters Score -2760912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2760914.500000 Penalty: 5015.271973
	Iteration 59Q: 3 clusters Score -2760914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2760914.500000 Penalty: 5015.271973
	Iteration 60F: 3 clusters Score -2760914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Entering Unmasked Estep 
Score: -968879.875000 Penalty: 2250.452637
	Iteration 0F: 2 clusters Score -968879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -961993.125000 Penalty: 4500.905273
	Iteration 0F: 3 clusters Score -961993.1 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -963843.000000 Penalty: 4500.905273
	Iteration 1F: 3 clusters Score -963843 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -964110.312500 Penalty: 4500.905273
	Iteration 2F: 3 clusters Score -964110.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -964278.000000 Penalty: 4500.905273
	Iteration 3Q: 3 clusters Score -964278 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -964389.437500 Penalty: 4500.905273
	Iteration 4Q: 3 clusters Score -964389.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -964477.937500 Penalty: 4500.905273
	Iteration 5Q: 3 clusters Score -964477.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -964556.125000 Penalty: 4500.905273
	Iteration 6Q: 3 clusters Score -964556.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -964627.875000 Penalty: 4500.905273
	Iteration 7Q: 3 clusters Score -964627.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -964695.562500 Penalty: 4500.905273
	Iteration 8Q: 3 clusters Score -964695.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -964744.687500 Penalty: 4500.905273
	Iteration 9Q: 3 clusters Score -964744.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -964802.437500 Penalty: 4500.905273
	Iteration 10Q: 3 clusters Score -964802.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -964879.250000 Penalty: 4500.905273
	Iteration 11Q: 3 clusters Score -964879.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -964963.500000 Penalty: 4500.905273
	Iteration 12Q: 3 clusters Score -964963.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -965053.125000 Penalty: 4500.905273
	Iteration 13Q: 3 clusters Score -965053.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -965161.687500 Penalty: 4500.905273
	Iteration 14Q: 3 clusters Score -965161.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -965286.750000 Penalty: 4500.905273
	Iteration 15Q: 3 clusters Score -965286.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -965434.187500 Penalty: 4500.905273
	Iteration 16Q: 3 clusters Score -965434.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -965611.500000 Penalty: 4500.905273
	Iteration 17Q: 3 clusters Score -965611.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -965823.750000 Penalty: 4500.905273
	Iteration 18Q: 3 clusters Score -965823.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -966015.125000 Penalty: 4500.905273
	Iteration 19Q: 3 clusters Score -966015.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -966198.312500 Penalty: 4500.905273
	Iteration 20F: 3 clusters Score -966198.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -966357.437500 Penalty: 4500.905273
	Iteration 21Q: 3 clusters Score -966357.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -966486.062500 Penalty: 4500.905273
	Iteration 22Q: 3 clusters Score -966486.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -966572.375000 Penalty: 4500.905273
	Iteration 23Q: 3 clusters Score -966572.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -966641.125000 Penalty: 4500.905273
	Iteration 24Q: 3 clusters Score -966641.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -966704.625000 Penalty: 4500.905273
	Iteration 25Q: 3 clusters Score -966704.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -966754.625000 Penalty: 4500.905273
	Iteration 26Q: 3 clusters Score -966754.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -966784.812500 Penalty: 4500.905273
	Iteration 27Q: 3 clusters Score -966784.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -966809.687500 Penalty: 4500.905273
	Iteration 28Q: 3 clusters Score -966809.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -966835.875000 Penalty: 4500.905273
	Iteration 29Q: 3 clusters Score -966835.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -966851.000000 Penalty: 4500.905273
	Iteration 30Q: 3 clusters Score -966851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -966867.937500 Penalty: 4500.905273
	Iteration 31Q: 3 clusters Score -966867.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -966886.437500 Penalty: 4500.905273
	Iteration 32Q: 3 clusters Score -966886.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -966900.125000 Penalty: 4500.905273
	Iteration 33Q: 3 clusters Score -966900.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -966912.812500 Penalty: 4500.905273
	Iteration 34Q: 3 clusters Score -966912.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -966921.375000 Penalty: 4500.905273
	Iteration 35Q: 3 clusters Score -966921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -966928.937500 Penalty: 4500.905273
	Iteration 36Q: 3 clusters Score -966928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -966936.562500 Penalty: 4500.905273
	Iteration 37Q: 3 clusters Score -966936.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -966942.562500 Penalty: 4500.905273
	Iteration 38Q: 3 clusters Score -966942.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -966943.312500 Penalty: 4500.905273
	Iteration 39Q: 3 clusters Score -966943.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -966943.312500 Penalty: 4500.905273
	Iteration 40F: 3 clusters Score -966943.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Entering Unmasked Estep 
Score: -5513145.000000 Penalty: 2682.723877
	Iteration 0F: 2 clusters Score -5513145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -5479831.000000 Penalty: 5365.447754
	Iteration 0F: 3 clusters Score -5479831 nChanged 22867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -5493326.500000 Penalty: 5365.447754
	Iteration 1F: 3 clusters Score -5493326 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -5495296.000000 Penalty: 5365.447754
	Iteration 2F: 3 clusters Score -5495296 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -5498651.500000 Penalty: 5365.447754
	Iteration 3F: 3 clusters Score -5498652 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -5502522.000000 Penalty: 5365.447754
	Iteration 4F: 3 clusters Score -5502522 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -5505744.500000 Penalty: 5365.447754
	Iteration 5F: 3 clusters Score -5505744 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -5507827.500000 Penalty: 5365.447754
	Iteration 6F: 3 clusters Score -5507828 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -5509150.000000 Penalty: 5365.447754
	Iteration 7Q: 3 clusters Score -5509150 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -5510084.500000 Penalty: 5365.447754
	Iteration 8Q: 3 clusters Score -5510084 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -5510728.000000 Penalty: 5365.447754
	Iteration 9Q: 3 clusters Score -5510728 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -5511202.000000 Penalty: 5365.447754
	Iteration 10Q: 3 clusters Score -5511202 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -5511580.000000 Penalty: 5365.447754
	Iteration 11Q: 3 clusters Score -5511580 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -5511893.000000 Penalty: 5365.447754
	Iteration 12Q: 3 clusters Score -5511893 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -5512182.500000 Penalty: 5365.447754
	Iteration 13Q: 3 clusters Score -5512182 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -5512424.500000 Penalty: 5365.447754
	Iteration 14Q: 3 clusters Score -5512424 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -5512601.000000 Penalty: 5365.447754
	Iteration 15Q: 3 clusters Score -5512601 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -5512780.500000 Penalty: 5365.447754
	Iteration 16Q: 3 clusters Score -5512780 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -5512939.000000 Penalty: 5365.447754
	Iteration 17Q: 3 clusters Score -5512939 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -5513074.000000 Penalty: 5365.447754
	Iteration 18Q: 3 clusters Score -5513074 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -5513198.500000 Penalty: 5365.447754
	Iteration 19Q: 3 clusters Score -5513198 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -5513324.000000 Penalty: 5365.447754
	Iteration 20F: 3 clusters Score -5513324 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -5513422.500000 Penalty: 5365.447754
	Iteration 21Q: 3 clusters Score -5513422 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -5513507.500000 Penalty: 5365.447754
	Iteration 22Q: 3 clusters Score -5513508 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -5513635.000000 Penalty: 5365.447754
	Iteration 23Q: 3 clusters Score -5513635 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -5513773.500000 Penalty: 5365.447754
	Iteration 24Q: 3 clusters Score -5513774 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -5513873.500000 Penalty: 5365.447754
	Iteration 25Q: 3 clusters Score -5513874 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -5514016.000000 Penalty: 5365.447754
	Iteration 26Q: 3 clusters Score -5514016 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -5514135.500000 Penalty: 5365.447754
	Iteration 27Q: 3 clusters Score -5514136 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -5514278.000000 Penalty: 5365.447754
	Iteration 28Q: 3 clusters Score -5514278 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -5514437.500000 Penalty: 5365.447754
	Iteration 29Q: 3 clusters Score -5514438 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -5514542.500000 Penalty: 5365.447754
	Iteration 30Q: 3 clusters Score -5514542 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -5514620.000000 Penalty: 5365.447754
	Iteration 31Q: 3 clusters Score -5514620 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -5514692.000000 Penalty: 5365.447754
	Iteration 32Q: 3 clusters Score -5514692 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -5514725.000000 Penalty: 5365.447754
	Iteration 33Q: 3 clusters Score -5514725 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -5514777.500000 Penalty: 5365.447754
	Iteration 34Q: 3 clusters Score -5514778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -5514781.000000 Penalty: 5365.447754
	Iteration 35Q: 3 clusters Score -5514781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -5514796.000000 Penalty: 5365.447754
	Iteration 36Q: 3 clusters Score -5514796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -5514801.000000 Penalty: 5365.447754
	Iteration 37Q: 3 clusters Score -5514801 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -5514813.500000 Penalty: 5365.447754
	Iteration 38Q: 3 clusters Score -5514814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -5514805.000000 Penalty: 5365.447754
	Iteration 39Q: 3 clusters Score -5514805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -5514812.000000 Penalty: 5365.447754
	Iteration 40F: 3 clusters Score -5514812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -5514816.500000 Penalty: 5365.447754
	Iteration 41Q: 3 clusters Score -5514816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -5514811.000000 Penalty: 5365.447754
	Iteration 42Q: 3 clusters Score -5514811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -5514805.500000 Penalty: 5365.447754
	Iteration 43Q: 3 clusters Score -5514806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -5514807.500000 Penalty: 5365.447754
	Iteration 44Q: 3 clusters Score -5514808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -5514805.000000 Penalty: 5365.447754
	Iteration 45Q: 3 clusters Score -5514805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -5514806.000000 Penalty: 5365.447754
	Iteration 46Q: 3 clusters Score -5514806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -5514807.000000 Penalty: 5365.447754
	Iteration 47Q: 3 clusters Score -5514807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -5514805.000000 Penalty: 5365.447754
	Iteration 48Q: 3 clusters Score -5514805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -5514807.500000 Penalty: 5365.447754
	Iteration 49Q: 3 clusters Score -5514808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -5514808.500000 Penalty: 5365.447754
	Iteration 50Q: 3 clusters Score -5514808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -5514811.500000 Penalty: 5365.447754
	Iteration 51Q: 3 clusters Score -5514812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -5514807.500000 Penalty: 5365.447754
	Iteration 52Q: 3 clusters Score -5514808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -5514805.500000 Penalty: 5365.447754
	Iteration 53Q: 3 clusters Score -5514806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -5514807.500000 Penalty: 5365.447754
	Iteration 54Q: 3 clusters Score -5514808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -5514807.000000 Penalty: 5365.447754
	Iteration 55Q: 3 clusters Score -5514807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -5514807.000000 Penalty: 5365.447754
	Iteration 56Q: 3 clusters Score -5514807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -5514806.500000 Penalty: 5365.447754
	Iteration 57Q: 3 clusters Score -5514806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -5514815.000000 Penalty: 5365.447754
	Iteration 58Q: 3 clusters Score -5514815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -5514813.500000 Penalty: 5365.447754
	Iteration 59Q: 3 clusters Score -5514814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -5514808.000000 Penalty: 5365.447754
	Iteration 60F: 3 clusters Score -5514808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -5514804.000000 Penalty: 5365.447754
	Iteration 61Q: 3 clusters Score -5514804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -5514805.500000 Penalty: 5365.447754
	Iteration 62Q: 3 clusters Score -5514806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -5514807.500000 Penalty: 5365.447754
	Iteration 63Q: 3 clusters Score -5514808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -5514811.500000 Penalty: 5365.447754
	Iteration 64Q: 3 clusters Score -5514812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -5514812.500000 Penalty: 5365.447754
	Iteration 65Q: 3 clusters Score -5514812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -5514807.000000 Penalty: 5365.447754
	Iteration 66Q: 3 clusters Score -5514807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -5514820.500000 Penalty: 5365.447754
	Iteration 67Q: 3 clusters Score -5514820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -5514819.500000 Penalty: 5365.447754
	Iteration 68Q: 3 clusters Score -5514820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -5514819.500000 Penalty: 5365.447754
	Iteration 69Q: 3 clusters Score -5514820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -5514818.000000 Penalty: 5365.447754
	Iteration 70Q: 3 clusters Score -5514818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -5514816.500000 Penalty: 5365.447754
	Iteration 71Q: 3 clusters Score -5514816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -5514818.500000 Penalty: 5365.447754
	Iteration 72Q: 3 clusters Score -5514818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -5514815.500000 Penalty: 5365.447754
	Iteration 73Q: 3 clusters Score -5514816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -5514817.500000 Penalty: 5365.447754
	Iteration 74Q: 3 clusters Score -5514818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -5514821.500000 Penalty: 5365.447754
	Iteration 75Q: 3 clusters Score -5514822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -5514818.000000 Penalty: 5365.447754
	Iteration 76Q: 3 clusters Score -5514818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -5514816.500000 Penalty: 5365.447754
	Iteration 77Q: 3 clusters Score -5514816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -5514816.500000 Penalty: 5365.447754
	Iteration 78F: 3 clusters Score -5514816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1046 members 
Mstep: Class 3 contains 2512 members 
Mstep: Class 4 contains 22872 members 
Mstep: Class 5 contains 185736 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 33106 members 
Mstep: Class 8 contains 18332 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 111600 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 10950 members 
Mstep: Class 13 contains 322389 members 
Mstep: Class 14 contains 290 members 
Mstep: Class 15 contains 24623 members 
Mstep: Class 16 contains 8729 members 
Mstep: Class 17 contains 44885 members 
Mstep: Class 18 contains 4998 members 
Mstep: Class 19 contains 96586 members 
Entering Unmasked Estep 
Score: -97982208.000000 Penalty: 64607.523438
Splitting cluster 17 changes total score from -97969904.000000 to -97982208.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 19 (96586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96586 members 
Entering Unmasked Estep 
Score: -10908537.000000 Penalty: 2846.591064
	Iteration 0F: 2 clusters Score -1.090854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -10843912.000000 Penalty: 5693.182129
	Iteration 0F: 3 clusters Score -1.084391e+07 nChanged 45647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -10869736.000000 Penalty: 5693.182129
	Iteration 1F: 3 clusters Score -1.086974e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -10870405.000000 Penalty: 5693.182129
	Iteration 2Q: 3 clusters Score -1.08704e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -10871411.000000 Penalty: 5693.182129
	Iteration 3Q: 3 clusters Score -1.087141e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -10872956.000000 Penalty: 5693.182129
	Iteration 4Q: 3 clusters Score -1.087296e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 59951 members 
Entering Unmasked Estep 
Score: -10875437.000000 Penalty: 5693.182129
	Iteration 5F: 3 clusters Score -1.087544e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -10879309.000000 Penalty: 5693.182129
	Iteration 6F: 3 clusters Score -1.087931e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -10884627.000000 Penalty: 5693.182129
	Iteration 7F: 3 clusters Score -1.088463e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 78808 members 
Entering Unmasked Estep 
Score: -10890736.000000 Penalty: 5693.182129
	Iteration 8F: 3 clusters Score -1.089074e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 84990 members 
Entering Unmasked Estep 
Score: -10896553.000000 Penalty: 5693.182129
	Iteration 9F: 3 clusters Score -1.089655e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 89429 members 
Entering Unmasked Estep 
Score: -10900633.000000 Penalty: 5693.182129
	Iteration 10Q: 3 clusters Score -1.090063e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 92040 members 
Entering Unmasked Estep 
Score: -10903074.000000 Penalty: 5693.182129
	Iteration 11Q: 3 clusters Score -1.090307e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 93499 members 
Entering Unmasked Estep 
Score: -10904386.000000 Penalty: 5693.182129
	Iteration 12Q: 3 clusters Score -1.090439e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 94254 members 
Entering Unmasked Estep 
Score: -10905143.000000 Penalty: 5693.182129
	Iteration 13Q: 3 clusters Score -1.090514e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -10905543.000000 Penalty: 5693.182129
	Iteration 14Q: 3 clusters Score -1.090554e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 94872 members 
Entering Unmasked Estep 
Score: -10905827.000000 Penalty: 5693.182129
	Iteration 15Q: 3 clusters Score -1.090583e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 94998 members 
Entering Unmasked Estep 
Score: -10906000.000000 Penalty: 5693.182129
	Iteration 16Q: 3 clusters Score -1.0906e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 95085 members 
Entering Unmasked Estep 
Score: -10906107.000000 Penalty: 5693.182129
	Iteration 17Q: 3 clusters Score -1.090611e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 95156 members 
Entering Unmasked Estep 
Score: -10906176.000000 Penalty: 5693.182129
	Iteration 18Q: 3 clusters Score -1.090618e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 95202 members 
Entering Unmasked Estep 
Score: -10906218.000000 Penalty: 5693.182129
	Iteration 19Q: 3 clusters Score -1.090622e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 95225 members 
Entering Unmasked Estep 
Score: -10906233.000000 Penalty: 5693.182129
	Iteration 20F: 3 clusters Score -1.090623e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 95247 members 
Entering Unmasked Estep 
Score: -10906267.000000 Penalty: 5693.182129
	Iteration 21Q: 3 clusters Score -1.090627e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 95268 members 
Entering Unmasked Estep 
Score: -10906281.000000 Penalty: 5693.182129
	Iteration 22Q: 3 clusters Score -1.090628e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 95293 members 
Entering Unmasked Estep 
Score: -10906298.000000 Penalty: 5693.182129
	Iteration 23Q: 3 clusters Score -1.09063e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 95308 members 
Entering Unmasked Estep 
Score: -10906322.000000 Penalty: 5693.182129
	Iteration 24Q: 3 clusters Score -1.090632e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 95324 members 
Entering Unmasked Estep 
Score: -10906325.000000 Penalty: 5693.182129
	Iteration 25Q: 3 clusters Score -1.090632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 95336 members 
Entering Unmasked Estep 
Score: -10906331.000000 Penalty: 5693.182129
	Iteration 26Q: 3 clusters Score -1.090633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 95347 members 
Entering Unmasked Estep 
Score: -10906327.000000 Penalty: 5693.182129
	Iteration 27Q: 3 clusters Score -1.090633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 95358 members 
Entering Unmasked Estep 
Score: -10906342.000000 Penalty: 5693.182129
	Iteration 28Q: 3 clusters Score -1.090634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -10906338.000000 Penalty: 5693.182129
	Iteration 29Q: 3 clusters Score -1.090634e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 95364 members 
Entering Unmasked Estep 
Score: -10906344.000000 Penalty: 5693.182129
	Iteration 30Q: 3 clusters Score -1.090634e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -10906349.000000 Penalty: 5693.182129
	Iteration 31Q: 3 clusters Score -1.090635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 95376 members 
Entering Unmasked Estep 
Score: -10906350.000000 Penalty: 5693.182129
	Iteration 32Q: 3 clusters Score -1.090635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 95386 members 
Entering Unmasked Estep 
Score: -10906361.000000 Penalty: 5693.182129
	Iteration 33Q: 3 clusters Score -1.090636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 95393 members 
Entering Unmasked Estep 
Score: -10906363.000000 Penalty: 5693.182129
	Iteration 34Q: 3 clusters Score -1.090636e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 95398 members 
Entering Unmasked Estep 
Score: -10906372.000000 Penalty: 5693.182129
	Iteration 35Q: 3 clusters Score -1.090637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 95399 members 
Entering Unmasked Estep 
Score: -10906372.000000 Penalty: 5693.182129
	Iteration 36Q: 3 clusters Score -1.090637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 95401 members 
Entering Unmasked Estep 
Score: -10906367.000000 Penalty: 5693.182129
	Iteration 37Q: 3 clusters Score -1.090637e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 95403 members 
Entering Unmasked Estep 
Score: -10906375.000000 Penalty: 5693.182129
	Iteration 38Q: 3 clusters Score -1.090638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 95406 members 
Entering Unmasked Estep 
Score: -10906375.000000 Penalty: 5693.182129
	Iteration 39Q: 3 clusters Score -1.090638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 95410 members 
Entering Unmasked Estep 
Score: -10906377.000000 Penalty: 5693.182129
	Iteration 40F: 3 clusters Score -1.090638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 95415 members 
Entering Unmasked Estep 
Score: -10906382.000000 Penalty: 5693.182129
	Iteration 41Q: 3 clusters Score -1.090638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 95417 members 
Entering Unmasked Estep 
Score: -10906383.000000 Penalty: 5693.182129
	Iteration 42Q: 3 clusters Score -1.090638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 95419 members 
Entering Unmasked Estep 
Score: -10906377.000000 Penalty: 5693.182129
	Iteration 43Q: 3 clusters Score -1.090638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 95421 members 
Entering Unmasked Estep 
Score: -10906383.000000 Penalty: 5693.182129
	Iteration 44Q: 3 clusters Score -1.090638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 95420 members 
Entering Unmasked Estep 
Score: -10906384.000000 Penalty: 5693.182129
	Iteration 45Q: 3 clusters Score -1.090638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 95418 members 
Entering Unmasked Estep 
Score: -10906378.000000 Penalty: 5693.182129
	Iteration 46Q: 3 clusters Score -1.090638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 95417 members 
Entering Unmasked Estep 
Score: -10906385.000000 Penalty: 5693.182129
	Iteration 47Q: 3 clusters Score -1.090638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 95415 members 
Entering Unmasked Estep 
Score: -10906399.000000 Penalty: 5693.182129
	Iteration 48Q: 3 clusters Score -1.09064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 95414 members 
Entering Unmasked Estep 
Score: -10906394.000000 Penalty: 5693.182129
	Iteration 49Q: 3 clusters Score -1.090639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 95413 members 
Entering Unmasked Estep 
Score: -10906399.000000 Penalty: 5693.182129
	Iteration 50Q: 3 clusters Score -1.09064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 95413 members 
Entering Unmasked Estep 
Score: -10906399.000000 Penalty: 5693.182129
	Iteration 51F: 3 clusters Score -1.09064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 4 contains 22872 members 
Mstep: Class 5 contains 185736 members 
Mstep: Class 6 contains 1940 members 
Mstep: Class 7 contains 33106 members 
Mstep: Class 8 contains 18332 members 
Mstep: Class 9 contains 3079 members 
Mstep: Class 10 contains 111600 members 
Mstep: Class 11 contains 2250 members 
Mstep: Class 12 contains 10950 members 
Mstep: Class 13 contains 322389 members 
Mstep: Class 15 contains 24623 members 
Mstep: Class 16 contains 8729 members 
Mstep: Class 17 contains 44885 members 
Mstep: Class 19 contains 96586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97984824.000000 Penalty: 64607.523438
Iteration 39Q: 20 clusters Score -9.798482e+07 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1357 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 23267 members 
Mstep: Class 5 contains 184907 members 
Mstep: Class 6 contains 1948 members 
Mstep: Class 7 contains 33253 members 
Mstep: Class 8 contains 18933 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 111633 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 10976 members 
Mstep: Class 13 contains 321728 members 
Mstep: Class 14 contains 287 members 
Mstep: Class 15 contains 24804 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 45404 members 
Mstep: Class 18 contains 4894 members 
Mstep: Class 19 contains 95652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97988720.000000 Penalty: 64607.523438
Iteration 40F: 20 clusters Score -9.798872e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1501 members 
Mstep: Class 3 contains 2627 members 
Mstep: Class 4 contains 23625 members 
Mstep: Class 5 contains 184067 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 33373 members 
Mstep: Class 8 contains 19576 members 
Mstep: Class 9 contains 3063 members 
Mstep: Class 10 contains 111572 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 321423 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 25014 members 
Mstep: Class 16 contains 8551 members 
Mstep: Class 17 contains 45642 members 
Mstep: Class 18 contains 5094 members 
Mstep: Class 19 contains 94691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97990632.000000 Penalty: 64607.523438
Iteration 41Q: 20 clusters Score -9.799063e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1519 members 
Mstep: Class 3 contains 2720 members 
Mstep: Class 4 contains 23983 members 
Mstep: Class 5 contains 183354 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 33488 members 
Mstep: Class 8 contains 20160 members 
Mstep: Class 9 contains 3059 members 
Mstep: Class 10 contains 111556 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 11057 members 
Mstep: Class 13 contains 321310 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 25198 members 
Mstep: Class 16 contains 8467 members 
Mstep: Class 17 contains 45862 members 
Mstep: Class 18 contains 5227 members 
Mstep: Class 19 contains 93737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97991656.000000 Penalty: 64607.523438
Iteration 42Q: 20 clusters Score -9.799166e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1527 members 
Mstep: Class 3 contains 2798 members 
Mstep: Class 4 contains 24270 members 
Mstep: Class 5 contains 182783 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 33611 members 
Mstep: Class 8 contains 20687 members 
Mstep: Class 9 contains 3058 members 
Mstep: Class 10 contains 111532 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 11084 members 
Mstep: Class 13 contains 321191 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 25389 members 
Mstep: Class 16 contains 8380 members 
Mstep: Class 17 contains 46106 members 
Mstep: Class 18 contains 5377 members 
Mstep: Class 19 contains 92784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97992776.000000 Penalty: 64607.523438
Iteration 43Q: 20 clusters Score -9.799278e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1534 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 4 contains 24530 members 
Mstep: Class 5 contains 182320 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 33715 members 
Mstep: Class 8 contains 21227 members 
Mstep: Class 9 contains 3056 members 
Mstep: Class 10 contains 111495 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 11106 members 
Mstep: Class 13 contains 321120 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 25598 members 
Mstep: Class 16 contains 8311 members 
Mstep: Class 17 contains 46281 members 
Mstep: Class 18 contains 5515 members 
Mstep: Class 19 contains 91829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97994088.000000 Penalty: 64607.523438
Iteration 44Q: 20 clusters Score -9.799409e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1535 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 24733 members 
Mstep: Class 5 contains 181867 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 33822 members 
Mstep: Class 8 contains 21768 members 
Mstep: Class 9 contains 3054 members 
Mstep: Class 10 contains 111456 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 11127 members 
Mstep: Class 13 contains 321001 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 25803 members 
Mstep: Class 16 contains 8242 members 
Mstep: Class 17 contains 46496 members 
Mstep: Class 18 contains 5628 members 
Mstep: Class 19 contains 90970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97994960.000000 Penalty: 64607.523438
Iteration 45Q: 20 clusters Score -9.799496e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 24891 members 
Mstep: Class 5 contains 181467 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 33921 members 
Mstep: Class 8 contains 22287 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 111427 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 12 contains 11136 members 
Mstep: Class 13 contains 320852 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26008 members 
Mstep: Class 16 contains 8173 members 
Mstep: Class 17 contains 46706 members 
Mstep: Class 18 contains 5741 members 
Mstep: Class 19 contains 90184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97995792.000000 Penalty: 64607.523438
Iteration 46Q: 20 clusters Score -9.799579e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1542 members 
Mstep: Class 3 contains 3047 members 
Mstep: Class 4 contains 25015 members 
Mstep: Class 5 contains 181077 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34017 members 
Mstep: Class 8 contains 22815 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 111401 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 12 contains 11149 members 
Mstep: Class 13 contains 320742 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26174 members 
Mstep: Class 16 contains 8109 members 
Mstep: Class 17 contains 46915 members 
Mstep: Class 18 contains 5864 members 
Mstep: Class 19 contains 89416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97996336.000000 Penalty: 64607.523438
Iteration 47Q: 20 clusters Score -9.799634e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 3099 members 
Mstep: Class 4 contains 25127 members 
Mstep: Class 5 contains 180720 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34103 members 
Mstep: Class 8 contains 23292 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 111361 members 
Mstep: Class 11 contains 2226 members 
Mstep: Class 12 contains 11154 members 
Mstep: Class 13 contains 320692 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26334 members 
Mstep: Class 16 contains 8053 members 
Mstep: Class 17 contains 47119 members 
Mstep: Class 18 contains 5964 members 
Mstep: Class 19 contains 88687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97997096.000000 Penalty: 64607.523438
Iteration 48Q: 20 clusters Score -9.79971e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1545 members 
Mstep: Class 3 contains 3132 members 
Mstep: Class 4 contains 25242 members 
Mstep: Class 5 contains 180344 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34182 members 
Mstep: Class 8 contains 23769 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 111328 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 12 contains 11170 members 
Mstep: Class 13 contains 320656 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26484 members 
Mstep: Class 16 contains 7991 members 
Mstep: Class 17 contains 47354 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 87981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97997824.000000 Penalty: 64607.523438
Iteration 49Q: 20 clusters Score -9.799782e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 3166 members 
Mstep: Class 4 contains 25338 members 
Mstep: Class 5 contains 180004 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34246 members 
Mstep: Class 8 contains 24214 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 111285 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 12 contains 11181 members 
Mstep: Class 13 contains 320669 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26611 members 
Mstep: Class 16 contains 7948 members 
Mstep: Class 17 contains 47553 members 
Mstep: Class 18 contains 6126 members 
Mstep: Class 19 contains 87309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97998520.000000 Penalty: 64607.523438
Iteration 50Q: 20 clusters Score -9.799852e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 3188 members 
Mstep: Class 4 contains 25428 members 
Mstep: Class 5 contains 179730 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34333 members 
Mstep: Class 8 contains 24625 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 111221 members 
Mstep: Class 11 contains 2229 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 320664 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26716 members 
Mstep: Class 16 contains 7874 members 
Mstep: Class 17 contains 47724 members 
Mstep: Class 18 contains 6194 members 
Mstep: Class 19 contains 86749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97998888.000000 Penalty: 64607.523438
Iteration 51Q: 20 clusters Score -9.799889e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 3209 members 
Mstep: Class 4 contains 25497 members 
Mstep: Class 5 contains 179531 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34418 members 
Mstep: Class 8 contains 25013 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 111166 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 320565 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26796 members 
Mstep: Class 16 contains 7818 members 
Mstep: Class 17 contains 47920 members 
Mstep: Class 18 contains 6263 members 
Mstep: Class 19 contains 86237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97998960.000000 Penalty: 64607.523438
Iteration 52Q: 20 clusters Score -9.799896e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 3225 members 
Mstep: Class 4 contains 25547 members 
Mstep: Class 5 contains 179282 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34497 members 
Mstep: Class 8 contains 25416 members 
Mstep: Class 9 contains 3034 members 
Mstep: Class 10 contains 111133 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 320483 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26854 members 
Mstep: Class 16 contains 7758 members 
Mstep: Class 17 contains 48121 members 
Mstep: Class 18 contains 6320 members 
Mstep: Class 19 contains 85802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999200.000000 Penalty: 64607.523438
Iteration 53Q: 20 clusters Score -9.79992e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1549 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 25582 members 
Mstep: Class 5 contains 179047 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34570 members 
Mstep: Class 8 contains 25797 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 111089 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 11184 members 
Mstep: Class 13 contains 320372 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26889 members 
Mstep: Class 16 contains 7708 members 
Mstep: Class 17 contains 48318 members 
Mstep: Class 18 contains 6372 members 
Mstep: Class 19 contains 85449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999736.000000 Penalty: 64607.523438
Iteration 54Q: 20 clusters Score -9.799974e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1550 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 25631 members 
Mstep: Class 5 contains 178808 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34626 members 
Mstep: Class 8 contains 26183 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 111063 members 
Mstep: Class 11 contains 2227 members 
Mstep: Class 12 contains 11182 members 
Mstep: Class 13 contains 320271 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26930 members 
Mstep: Class 16 contains 7679 members 
Mstep: Class 17 contains 48442 members 
Mstep: Class 18 contains 6418 members 
Mstep: Class 19 contains 85123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000072.000000 Penalty: 64607.523438
Iteration 55Q: 20 clusters Score -9.800007e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1550 members 
Mstep: Class 3 contains 3271 members 
Mstep: Class 4 contains 25676 members 
Mstep: Class 5 contains 178619 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34684 members 
Mstep: Class 8 contains 26522 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 111035 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 320202 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26945 members 
Mstep: Class 16 contains 7642 members 
Mstep: Class 17 contains 48551 members 
Mstep: Class 18 contains 6453 members 
Mstep: Class 19 contains 84822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000496.000000 Penalty: 64607.523438
Iteration 56Q: 20 clusters Score -9.80005e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1550 members 
Mstep: Class 3 contains 3280 members 
Mstep: Class 4 contains 25714 members 
Mstep: Class 5 contains 178412 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34742 members 
Mstep: Class 8 contains 26827 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 111023 members 
Mstep: Class 11 contains 2221 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 320144 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26965 members 
Mstep: Class 16 contains 7610 members 
Mstep: Class 17 contains 48637 members 
Mstep: Class 18 contains 6490 members 
Mstep: Class 19 contains 84573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000712.000000 Penalty: 64607.523438
Iteration 57Q: 20 clusters Score -9.800071e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1551 members 
Mstep: Class 3 contains 3290 members 
Mstep: Class 4 contains 25756 members 
Mstep: Class 5 contains 178173 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34795 members 
Mstep: Class 8 contains 27128 members 
Mstep: Class 9 contains 3032 members 
Mstep: Class 10 contains 111020 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 320089 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26971 members 
Mstep: Class 16 contains 7576 members 
Mstep: Class 17 contains 48718 members 
Mstep: Class 18 contains 6516 members 
Mstep: Class 19 contains 84374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000808.000000 Penalty: 64607.523438
Iteration 58Q: 20 clusters Score -9.800081e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1551 members 
Mstep: Class 3 contains 3294 members 
Mstep: Class 4 contains 25788 members 
Mstep: Class 5 contains 177892 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34843 members 
Mstep: Class 8 contains 27414 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 111026 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 11197 members 
Mstep: Class 13 contains 320064 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26979 members 
Mstep: Class 16 contains 7537 members 
Mstep: Class 17 contains 48813 members 
Mstep: Class 18 contains 6539 members 
Mstep: Class 19 contains 84216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98001088.000000 Penalty: 64607.523438
Iteration 59Q: 20 clusters Score -9.800109e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 1586 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1551 members 
Mstep: Class 3 contains 3301 members 
Mstep: Class 4 contains 25803 members 
Mstep: Class 5 contains 177633 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34892 members 
Mstep: Class 8 contains 27686 members 
Mstep: Class 9 contains 3028 members 
Mstep: Class 10 contains 111028 members 
Mstep: Class 11 contains 2206 members 
Mstep: Class 12 contains 11200 members 
Mstep: Class 13 contains 320014 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27000 members 
Mstep: Class 16 contains 7510 members 
Mstep: Class 17 contains 48896 members 
Mstep: Class 18 contains 6563 members 
Mstep: Class 19 contains 84067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98001432.000000 Penalty: 64607.523438
Iteration 60F: 20 clusters Score -9.800143e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1552 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 25833 members 
Mstep: Class 5 contains 177370 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34936 members 
Mstep: Class 8 contains 27950 members 
Mstep: Class 9 contains 3029 members 
Mstep: Class 10 contains 111028 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 11201 members 
Mstep: Class 13 contains 319985 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27016 members 
Mstep: Class 16 contains 7488 members 
Mstep: Class 17 contains 48980 members 
Mstep: Class 18 contains 6578 members 
Mstep: Class 19 contains 83920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98001864.000000 Penalty: 64607.523438
Iteration 61Q: 20 clusters Score -9.800186e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1552 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 25858 members 
Mstep: Class 5 contains 177135 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 34993 members 
Mstep: Class 8 contains 28216 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 111022 members 
Mstep: Class 11 contains 2204 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 319942 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27031 members 
Mstep: Class 16 contains 7455 members 
Mstep: Class 17 contains 49054 members 
Mstep: Class 18 contains 6595 members 
Mstep: Class 19 contains 83773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98002128.000000 Penalty: 64607.523438
Iteration 62Q: 20 clusters Score -9.800213e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1551 members 
Mstep: Class 3 contains 3312 members 
Mstep: Class 4 contains 25882 members 
Mstep: Class 5 contains 176951 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 35052 members 
Mstep: Class 8 contains 28466 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 111007 members 
Mstep: Class 11 contains 2199 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 319881 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27037 members 
Mstep: Class 16 contains 7411 members 
Mstep: Class 17 contains 49102 members 
Mstep: Class 18 contains 6619 members 
Mstep: Class 19 contains 83663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98002312.000000 Penalty: 64607.523438
Iteration 63Q: 20 clusters Score -9.800231e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1551 members 
Mstep: Class 3 contains 3319 members 
Mstep: Class 4 contains 25892 members 
Mstep: Class 5 contains 176760 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 35114 members 
Mstep: Class 8 contains 28691 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 111011 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 11204 members 
Mstep: Class 13 contains 319854 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27043 members 
Mstep: Class 16 contains 7364 members 
Mstep: Class 17 contains 49136 members 
Mstep: Class 18 contains 6641 members 
Mstep: Class 19 contains 83555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98002328.000000 Penalty: 64607.523438
Iteration 64Q: 20 clusters Score -9.800233e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1551 members 
Mstep: Class 3 contains 3323 members 
Mstep: Class 4 contains 25900 members 
Mstep: Class 5 contains 176611 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 35181 members 
Mstep: Class 8 contains 28897 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 111002 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 11205 members 
Mstep: Class 13 contains 319796 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27048 members 
Mstep: Class 16 contains 7317 members 
Mstep: Class 17 contains 49193 members 
Mstep: Class 18 contains 6659 members 
Mstep: Class 19 contains 83450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98002464.000000 Penalty: 64607.523438
Iteration 65Q: 20 clusters Score -9.800246e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 3326 members 
Mstep: Class 4 contains 25914 members 
Mstep: Class 5 contains 176482 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 35230 members 
Mstep: Class 8 contains 29100 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 110987 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 319719 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27050 members 
Mstep: Class 16 contains 7274 members 
Mstep: Class 17 contains 49253 members 
Mstep: Class 18 contains 6675 members 
Mstep: Class 19 contains 83362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98002656.000000 Penalty: 64607.523438
Iteration 66Q: 20 clusters Score -9.800266e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 25933 members 
Mstep: Class 5 contains 176371 members 
Mstep: Class 6 contains 1946 members 
Mstep: Class 7 contains 35279 members 
Mstep: Class 8 contains 29292 members 
Mstep: Class 9 contains 3031 members 
Mstep: Class 10 contains 110971 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 319633 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27057 members 
Mstep: Class 16 contains 7232 members 
Mstep: Class 17 contains 49304 members 
Mstep: Class 18 contains 6688 members 
Mstep: Class 19 contains 83282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98002984.000000 Penalty: 64607.523438
Iteration 67Q: 20 clusters Score -9.800298e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3329 members 
Mstep: Class 4 contains 25944 members 
Mstep: Class 5 contains 176278 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 35324 members 
Mstep: Class 8 contains 29441 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 110962 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 13 contains 319577 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27067 members 
Mstep: Class 16 contains 7197 members 
Mstep: Class 17 contains 49359 members 
Mstep: Class 18 contains 6704 members 
Mstep: Class 19 contains 83190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98003064.000000 Penalty: 64607.523438
Iteration 68Q: 20 clusters Score -9.800306e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 25954 members 
Mstep: Class 5 contains 176220 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 35376 members 
Mstep: Class 8 contains 29566 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 110946 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 11208 members 
Mstep: Class 13 contains 319528 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27068 members 
Mstep: Class 16 contains 7153 members 
Mstep: Class 17 contains 49401 members 
Mstep: Class 18 contains 6715 members 
Mstep: Class 19 contains 83111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98003144.000000 Penalty: 64607.523438
Iteration 69Q: 20 clusters Score -9.800314e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3335 members 
Mstep: Class 4 contains 25973 members 
Mstep: Class 5 contains 176150 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 35427 members 
Mstep: Class 8 contains 29694 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 110936 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 11210 members 
Mstep: Class 13 contains 319453 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27068 members 
Mstep: Class 16 contains 7123 members 
Mstep: Class 17 contains 49458 members 
Mstep: Class 18 contains 6723 members 
Mstep: Class 19 contains 83027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98003360.000000 Penalty: 64607.523438
Iteration 70Q: 20 clusters Score -9.800336e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3336 members 
Mstep: Class 4 contains 25975 members 
Mstep: Class 5 contains 176115 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 35471 members 
Mstep: Class 8 contains 29804 members 
Mstep: Class 9 contains 3029 members 
Mstep: Class 10 contains 110927 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 11210 members 
Mstep: Class 13 contains 319385 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27066 members 
Mstep: Class 16 contains 7099 members 
Mstep: Class 17 contains 49509 members 
Mstep: Class 18 contains 6727 members 
Mstep: Class 19 contains 82951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98003528.000000 Penalty: 64607.523438
Iteration 71Q: 20 clusters Score -9.800353e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 3337 members 
Mstep: Class 4 contains 25977 members 
Mstep: Class 5 contains 176054 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 35500 members 
Mstep: Class 8 contains 29897 members 
Mstep: Class 9 contains 3028 members 
Mstep: Class 10 contains 110919 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 319385 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27067 members 
Mstep: Class 16 contains 7076 members 
Mstep: Class 17 contains 49553 members 
Mstep: Class 18 contains 6729 members 
Mstep: Class 19 contains 82872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98003736.000000 Penalty: 64607.523438
Iteration 72Q: 20 clusters Score -9.800374e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 3337 members 
Mstep: Class 4 contains 25990 members 
Mstep: Class 5 contains 175982 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 35526 members 
Mstep: Class 8 contains 29987 members 
Mstep: Class 9 contains 3028 members 
Mstep: Class 10 contains 110907 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 319384 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27074 members 
Mstep: Class 16 contains 7047 members 
Mstep: Class 17 contains 49585 members 
Mstep: Class 18 contains 6731 members 
Mstep: Class 19 contains 82813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98003928.000000 Penalty: 64607.523438
Iteration 73Q: 20 clusters Score -9.800393e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 25994 members 
Mstep: Class 5 contains 175937 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 35557 members 
Mstep: Class 8 contains 30084 members 
Mstep: Class 9 contains 3028 members 
Mstep: Class 10 contains 110895 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 319353 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27074 members 
Mstep: Class 16 contains 7023 members 
Mstep: Class 17 contains 49617 members 
Mstep: Class 18 contains 6733 members 
Mstep: Class 19 contains 82758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98004024.000000 Penalty: 64607.523438
Iteration 74Q: 20 clusters Score -9.800402e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3341 members 
Mstep: Class 4 contains 26003 members 
Mstep: Class 5 contains 175882 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 35591 members 
Mstep: Class 8 contains 30169 members 
Mstep: Class 9 contains 3028 members 
Mstep: Class 10 contains 110890 members 
Mstep: Class 11 contains 2187 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 13 contains 319325 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27070 members 
Mstep: Class 16 contains 7005 members 
Mstep: Class 17 contains 49638 members 
Mstep: Class 18 contains 6735 members 
Mstep: Class 19 contains 82714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98004152.000000 Penalty: 64607.523438
Iteration 75Q: 20 clusters Score -9.800415e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 26013 members 
Mstep: Class 5 contains 175835 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 35625 members 
Mstep: Class 8 contains 30251 members 
Mstep: Class 9 contains 3029 members 
Mstep: Class 10 contains 110887 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 13 contains 319286 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27069 members 
Mstep: Class 16 contains 6979 members 
Mstep: Class 17 contains 49660 members 
Mstep: Class 18 contains 6739 members 
Mstep: Class 19 contains 82672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98004184.000000 Penalty: 64607.523438
Iteration 76Q: 20 clusters Score -9.800418e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3344 members 
Mstep: Class 4 contains 26020 members 
Mstep: Class 5 contains 175775 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 35652 members 
Mstep: Class 8 contains 30331 members 
Mstep: Class 9 contains 3029 members 
Mstep: Class 10 contains 110885 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 319272 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27068 members 
Mstep: Class 16 contains 6960 members 
Mstep: Class 17 contains 49677 members 
Mstep: Class 18 contains 6740 members 
Mstep: Class 19 contains 82632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98004296.000000 Penalty: 64607.523438
Iteration 77Q: 20 clusters Score -9.80043e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 26025 members 
Mstep: Class 5 contains 175719 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 35676 members 
Mstep: Class 8 contains 30421 members 
Mstep: Class 9 contains 3028 members 
Mstep: Class 10 contains 110873 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 13 contains 319258 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27072 members 
Mstep: Class 16 contains 6941 members 
Mstep: Class 17 contains 49695 members 
Mstep: Class 18 contains 6744 members 
Mstep: Class 19 contains 82587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98004568.000000 Penalty: 64607.523438
Iteration 78Q: 20 clusters Score -9.800457e+07 nChanged 395
Entering ConstructFrom: 
Score: -98004568.000000 Penalty: 64607.523438
Entering ConstructFrom: 
Trying to split cluster 1 (4867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Entering Unmasked Estep 
Score: -459612.250000 Penalty: 2105.577881
	Iteration 0F: 2 clusters Score -459612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -455178.968750 Penalty: 4211.155762
	Iteration 0F: 3 clusters Score -455179 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -456329.437500 Penalty: 4211.155762
	Iteration 1F: 3 clusters Score -456329.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -456694.156250 Penalty: 4211.155762
	Iteration 2F: 3 clusters Score -456694.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -456991.875000 Penalty: 4211.155762
	Iteration 3F: 3 clusters Score -456991.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -457240.343750 Penalty: 4211.155762
	Iteration 4F: 3 clusters Score -457240.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -457514.343750 Penalty: 4211.155762
	Iteration 5F: 3 clusters Score -457514.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -457794.406250 Penalty: 4211.155762
	Iteration 6F: 3 clusters Score -457794.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -458027.187500 Penalty: 4211.155762
	Iteration 7Q: 3 clusters Score -458027.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -458179.093750 Penalty: 4211.155762
	Iteration 8Q: 3 clusters Score -458179.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -458295.750000 Penalty: 4211.155762
	Iteration 9Q: 3 clusters Score -458295.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -458376.406250 Penalty: 4211.155762
	Iteration 10Q: 3 clusters Score -458376.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -458416.187500 Penalty: 4211.155762
	Iteration 11Q: 3 clusters Score -458416.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -458435.968750 Penalty: 4211.155762
	Iteration 12Q: 3 clusters Score -458436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -458446.812500 Penalty: 4211.155762
	Iteration 13Q: 3 clusters Score -458446.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -458455.312500 Penalty: 4211.155762
	Iteration 14Q: 3 clusters Score -458455.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -458460.156250 Penalty: 4211.155762
	Iteration 15Q: 3 clusters Score -458460.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -458464.843750 Penalty: 4211.155762
	Iteration 16Q: 3 clusters Score -458464.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -458464.843750 Penalty: 4211.155762
	Iteration 17Q: 3 clusters Score -458464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -458465.500000 Penalty: 4211.155762
	Iteration 18Q: 3 clusters Score -458465.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -458465.656250 Penalty: 4211.155762
	Iteration 19Q: 3 clusters Score -458465.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -458465.656250 Penalty: 4211.155762
	Iteration 20F: 3 clusters Score -458465.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -153775.671875 Penalty: 1822.290039
	Iteration 0F: 2 clusters Score -153775.7 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 806 members 
Entering Unmasked Estep 
Score: -151470.281250 Penalty: 3644.580078
	Iteration 0F: 3 clusters Score -151470.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152056.500000 Penalty: 3644.580078
	Iteration 1F: 3 clusters Score -152056.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -152360.671875 Penalty: 3644.580078
	Iteration 2F: 3 clusters Score -152360.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -152612.203125 Penalty: 3644.580078
	Iteration 3F: 3 clusters Score -152612.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -152797.421875 Penalty: 3644.580078
	Iteration 4F: 3 clusters Score -152797.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -153003.281250 Penalty: 3644.580078
	Iteration 5Q: 3 clusters Score -153003.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -153159.265625 Penalty: 3644.580078
	Iteration 6F: 3 clusters Score -153159.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -153220.015625 Penalty: 3644.580078
	Iteration 7Q: 3 clusters Score -153220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -153272.000000 Penalty: 3644.580078
	Iteration 8Q: 3 clusters Score -153272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -153299.953125 Penalty: 3644.580078
	Iteration 9Q: 3 clusters Score -153300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -153317.750000 Penalty: 3644.580078
	Iteration 10Q: 3 clusters Score -153317.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -153333.218750 Penalty: 3644.580078
	Iteration 11Q: 3 clusters Score -153333.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -153349.781250 Penalty: 3644.580078
	Iteration 12Q: 3 clusters Score -153349.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -153361.750000 Penalty: 3644.580078
	Iteration 13Q: 3 clusters Score -153361.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -153369.828125 Penalty: 3644.580078
	Iteration 14Q: 3 clusters Score -153369.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -153372.015625 Penalty: 3644.580078
	Iteration 15Q: 3 clusters Score -153372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -153372.484375 Penalty: 3644.580078
	Iteration 16Q: 3 clusters Score -153372.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -153372.484375 Penalty: 3644.580078
	Iteration 17F: 3 clusters Score -153372.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Entering Unmasked Estep 
Score: -339782.625000 Penalty: 2012.575073
	Iteration 0F: 2 clusters Score -339782.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -336253.250000 Penalty: 4025.150146
	Iteration 0F: 3 clusters Score -336253.2 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -336945.906250 Penalty: 4025.150146
	Iteration 1F: 3 clusters Score -336945.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -337122.718750 Penalty: 4025.150146
	Iteration 2F: 3 clusters Score -337122.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -337236.750000 Penalty: 4025.150146
	Iteration 3F: 3 clusters Score -337236.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -337303.468750 Penalty: 4025.150146
	Iteration 4Q: 3 clusters Score -337303.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -337352.843750 Penalty: 4025.150146
	Iteration 5Q: 3 clusters Score -337352.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -337390.531250 Penalty: 4025.150146
	Iteration 6Q: 3 clusters Score -337390.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -337418.906250 Penalty: 4025.150146
	Iteration 7Q: 3 clusters Score -337418.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -337439.468750 Penalty: 4025.150146
	Iteration 8Q: 3 clusters Score -337439.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -337454.437500 Penalty: 4025.150146
	Iteration 9Q: 3 clusters Score -337454.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -337473.968750 Penalty: 4025.150146
	Iteration 10Q: 3 clusters Score -337474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -337491.781250 Penalty: 4025.150146
	Iteration 11Q: 3 clusters Score -337491.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -337508.968750 Penalty: 4025.150146
	Iteration 12Q: 3 clusters Score -337509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -337524.187500 Penalty: 4025.150146
	Iteration 13Q: 3 clusters Score -337524.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -337535.937500 Penalty: 4025.150146
	Iteration 14Q: 3 clusters Score -337535.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -337546.656250 Penalty: 4025.150146
	Iteration 15Q: 3 clusters Score -337546.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -337558.375000 Penalty: 4025.150146
	Iteration 16Q: 3 clusters Score -337558.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -337569.656250 Penalty: 4025.150146
	Iteration 17Q: 3 clusters Score -337569.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -337582.312500 Penalty: 4025.150146
	Iteration 18Q: 3 clusters Score -337582.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -337600.000000 Penalty: 4025.150146
	Iteration 19Q: 3 clusters Score -337600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -337614.562500 Penalty: 4025.150146
	Iteration 20F: 3 clusters Score -337614.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -337623.093750 Penalty: 4025.150146
	Iteration 21Q: 3 clusters Score -337623.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -337630.031250 Penalty: 4025.150146
	Iteration 22Q: 3 clusters Score -337630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -337639.000000 Penalty: 4025.150146
	Iteration 23Q: 3 clusters Score -337639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -337648.656250 Penalty: 4025.150146
	Iteration 24Q: 3 clusters Score -337648.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -337657.281250 Penalty: 4025.150146
	Iteration 25Q: 3 clusters Score -337657.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -337669.343750 Penalty: 4025.150146
	Iteration 26Q: 3 clusters Score -337669.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -337676.125000 Penalty: 4025.150146
	Iteration 27Q: 3 clusters Score -337676.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -337683.968750 Penalty: 4025.150146
	Iteration 28Q: 3 clusters Score -337684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -337693.500000 Penalty: 4025.150146
	Iteration 29Q: 3 clusters Score -337693.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -337703.718750 Penalty: 4025.150146
	Iteration 30Q: 3 clusters Score -337703.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -337715.031250 Penalty: 4025.150146
	Iteration 31Q: 3 clusters Score -337715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -337723.531250 Penalty: 4025.150146
	Iteration 32Q: 3 clusters Score -337723.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -337732.375000 Penalty: 4025.150146
	Iteration 33Q: 3 clusters Score -337732.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -337743.093750 Penalty: 4025.150146
	Iteration 34Q: 3 clusters Score -337743.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -337751.593750 Penalty: 4025.150146
	Iteration 35Q: 3 clusters Score -337751.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -337758.718750 Penalty: 4025.150146
	Iteration 36Q: 3 clusters Score -337758.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -337767.937500 Penalty: 4025.150146
	Iteration 37Q: 3 clusters Score -337767.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -337776.343750 Penalty: 4025.150146
	Iteration 38Q: 3 clusters Score -337776.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -337783.531250 Penalty: 4025.150146
	Iteration 39Q: 3 clusters Score -337783.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -337788.812500 Penalty: 4025.150146
	Iteration 40F: 3 clusters Score -337788.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -337792.718750 Penalty: 4025.150146
	Iteration 41Q: 3 clusters Score -337792.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -337799.937500 Penalty: 4025.150146
	Iteration 42Q: 3 clusters Score -337799.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -337803.593750 Penalty: 4025.150146
	Iteration 43Q: 3 clusters Score -337803.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -337806.718750 Penalty: 4025.150146
	Iteration 44Q: 3 clusters Score -337806.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -337809.812500 Penalty: 4025.150146
	Iteration 45Q: 3 clusters Score -337809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -337813.593750 Penalty: 4025.150146
	Iteration 46Q: 3 clusters Score -337813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -337816.781250 Penalty: 4025.150146
	Iteration 47Q: 3 clusters Score -337816.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -337819.187500 Penalty: 4025.150146
	Iteration 48Q: 3 clusters Score -337819.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -337823.718750 Penalty: 4025.150146
	Iteration 49Q: 3 clusters Score -337823.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -337827.406250 Penalty: 4025.150146
	Iteration 50Q: 3 clusters Score -337827.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -337831.875000 Penalty: 4025.150146
	Iteration 51Q: 3 clusters Score -337831.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -337838.437500 Penalty: 4025.150146
	Iteration 52Q: 3 clusters Score -337838.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -337844.812500 Penalty: 4025.150146
	Iteration 53Q: 3 clusters Score -337844.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -337849.312500 Penalty: 4025.150146
	Iteration 54Q: 3 clusters Score -337849.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -337856.406250 Penalty: 4025.150146
	Iteration 55Q: 3 clusters Score -337856.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -337862.750000 Penalty: 4025.150146
	Iteration 56Q: 3 clusters Score -337862.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -337868.156250 Penalty: 4025.150146
	Iteration 57Q: 3 clusters Score -337868.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -337872.156250 Penalty: 4025.150146
	Iteration 58Q: 3 clusters Score -337872.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -337877.156250 Penalty: 4025.150146
	Iteration 59Q: 3 clusters Score -337877.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -337887.875000 Penalty: 4025.150146
	Iteration 60F: 3 clusters Score -337887.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -337895.656250 Penalty: 4025.150146
	Iteration 61Q: 3 clusters Score -337895.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -337906.093750 Penalty: 4025.150146
	Iteration 62Q: 3 clusters Score -337906.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -337911.781250 Penalty: 4025.150146
	Iteration 63Q: 3 clusters Score -337911.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -337918.218750 Penalty: 4025.150146
	Iteration 64Q: 3 clusters Score -337918.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -337921.375000 Penalty: 4025.150146
	Iteration 65Q: 3 clusters Score -337921.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -337924.718750 Penalty: 4025.150146
	Iteration 66Q: 3 clusters Score -337924.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -337926.812500 Penalty: 4025.150146
	Iteration 67Q: 3 clusters Score -337926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -337927.375000 Penalty: 4025.150146
	Iteration 68Q: 3 clusters Score -337927.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -337929.906250 Penalty: 4025.150146
	Iteration 69Q: 3 clusters Score -337929.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -337931.843750 Penalty: 4025.150146
	Iteration 70Q: 3 clusters Score -337931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -337932.531250 Penalty: 4025.150146
	Iteration 71Q: 3 clusters Score -337932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -337932.593750 Penalty: 4025.150146
	Iteration 72Q: 3 clusters Score -337932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -337932.593750 Penalty: 4025.150146
	Iteration 73F: 3 clusters Score -337932.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Entering Unmasked Estep 
Score: -2717389.250000 Penalty: 2521.398193
	Iteration 0F: 2 clusters Score -2717389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2699461.000000 Penalty: 5042.796387
	Iteration 0F: 3 clusters Score -2699461 nChanged 11583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2705703.000000 Penalty: 5042.796387
	Iteration 1F: 3 clusters Score -2705703 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2706103.000000 Penalty: 5042.796387
	Iteration 2Q: 3 clusters Score -2706103 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2706410.000000 Penalty: 5042.796387
	Iteration 3Q: 3 clusters Score -2706410 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2706698.250000 Penalty: 5042.796387
	Iteration 4Q: 3 clusters Score -2706698 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2706958.750000 Penalty: 5042.796387
	Iteration 5Q: 3 clusters Score -2706959 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2707196.000000 Penalty: 5042.796387
	Iteration 6Q: 3 clusters Score -2707196 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2707454.000000 Penalty: 5042.796387
	Iteration 7Q: 3 clusters Score -2707454 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2707781.500000 Penalty: 5042.796387
	Iteration 8Q: 3 clusters Score -2707782 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2708119.500000 Penalty: 5042.796387
	Iteration 9Q: 3 clusters Score -2708120 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2708517.750000 Penalty: 5042.796387
	Iteration 10Q: 3 clusters Score -2708518 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2708986.500000 Penalty: 5042.796387
	Iteration 11Q: 3 clusters Score -2708986 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2709591.750000 Penalty: 5042.796387
	Iteration 12Q: 3 clusters Score -2709592 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2710317.250000 Penalty: 5042.796387
	Iteration 13Q: 3 clusters Score -2710317 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2711165.750000 Penalty: 5042.796387
	Iteration 14Q: 3 clusters Score -2711166 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2712054.250000 Penalty: 5042.796387
	Iteration 15Q: 3 clusters Score -2712054 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2712906.250000 Penalty: 5042.796387
	Iteration 16Q: 3 clusters Score -2712906 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -2713632.250000 Penalty: 5042.796387
	Iteration 17Q: 3 clusters Score -2713632 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -2714184.500000 Penalty: 5042.796387
	Iteration 18Q: 3 clusters Score -2714184 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -2714568.750000 Penalty: 5042.796387
	Iteration 19Q: 3 clusters Score -2714569 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -2714805.750000 Penalty: 5042.796387
	Iteration 20F: 3 clusters Score -2714806 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -2714946.250000 Penalty: 5042.796387
	Iteration 21Q: 3 clusters Score -2714946 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -2715031.000000 Penalty: 5042.796387
	Iteration 22Q: 3 clusters Score -2715031 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -2715091.500000 Penalty: 5042.796387
	Iteration 23Q: 3 clusters Score -2715092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -2715146.000000 Penalty: 5042.796387
	Iteration 24Q: 3 clusters Score -2715146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -2715170.500000 Penalty: 5042.796387
	Iteration 25Q: 3 clusters Score -2715170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -2715187.750000 Penalty: 5042.796387
	Iteration 26Q: 3 clusters Score -2715188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -2715205.500000 Penalty: 5042.796387
	Iteration 27Q: 3 clusters Score -2715206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -2715214.000000 Penalty: 5042.796387
	Iteration 28Q: 3 clusters Score -2715214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -2715227.000000 Penalty: 5042.796387
	Iteration 29Q: 3 clusters Score -2715227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -2715233.500000 Penalty: 5042.796387
	Iteration 30Q: 3 clusters Score -2715234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -2715236.750000 Penalty: 5042.796387
	Iteration 31Q: 3 clusters Score -2715237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -2715244.500000 Penalty: 5042.796387
	Iteration 32Q: 3 clusters Score -2715244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -2715243.750000 Penalty: 5042.796387
	Iteration 33Q: 3 clusters Score -2715244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -2715243.750000 Penalty: 5042.796387
	Iteration 34F: 3 clusters Score -2715244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (175664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175664 members 
Entering Unmasked Estep 
Score: -19567622.000000 Penalty: 2994.929443
	Iteration 0F: 2 clusters Score -1.956762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -19453200.000000 Penalty: 5989.858887
	Iteration 0F: 3 clusters Score -1.94532e+07 nChanged 84231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -19502100.000000 Penalty: 5989.858887
	Iteration 1F: 3 clusters Score -1.95021e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89212 members 
Mstep: Class 2 contains 86452 members 
Entering Unmasked Estep 
Score: -19503664.000000 Penalty: 5989.858887
	Iteration 2Q: 3 clusters Score -1.950366e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89691 members 
Mstep: Class 2 contains 85973 members 
Entering Unmasked Estep 
Score: -19505656.000000 Penalty: 5989.858887
	Iteration 3Q: 3 clusters Score -1.950566e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90445 members 
Mstep: Class 2 contains 85219 members 
Entering Unmasked Estep 
Score: -19508426.000000 Penalty: 5989.858887
	Iteration 4Q: 3 clusters Score -1.950843e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91802 members 
Mstep: Class 2 contains 83862 members 
Entering Unmasked Estep 
Score: -19512280.000000 Penalty: 5989.858887
	Iteration 5Q: 3 clusters Score -1.951228e+07 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94085 members 
Mstep: Class 2 contains 81579 members 
Entering Unmasked Estep 
Score: -19517084.000000 Penalty: 5989.858887
	Iteration 6F: 3 clusters Score -1.951708e+07 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97613 members 
Mstep: Class 2 contains 78051 members 
Entering Unmasked Estep 
Score: -19522736.000000 Penalty: 5989.858887
	Iteration 7F: 3 clusters Score -1.952274e+07 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102170 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -19528646.000000 Penalty: 5989.858887
	Iteration 8F: 3 clusters Score -1.952865e+07 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107449 members 
Mstep: Class 2 contains 68215 members 
Entering Unmasked Estep 
Score: -19534196.000000 Penalty: 5989.858887
	Iteration 9F: 3 clusters Score -1.95342e+07 nChanged 9048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113123 members 
Mstep: Class 2 contains 62541 members 
Entering Unmasked Estep 
Score: -19538924.000000 Penalty: 5989.858887
	Iteration 10F: 3 clusters Score -1.953892e+07 nChanged 7774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118787 members 
Mstep: Class 2 contains 56877 members 
Entering Unmasked Estep 
Score: -19542730.000000 Penalty: 5989.858887
	Iteration 11Q: 3 clusters Score -1.954273e+07 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124432 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -19546210.000000 Penalty: 5989.858887
	Iteration 12Q: 3 clusters Score -1.954621e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129764 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -19549002.000000 Penalty: 5989.858887
	Iteration 13Q: 3 clusters Score -1.9549e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134854 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -19551620.000000 Penalty: 5989.858887
	Iteration 14Q: 3 clusters Score -1.955162e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139487 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -19553930.000000 Penalty: 5989.858887
	Iteration 15Q: 3 clusters Score -1.955393e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143697 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -19555846.000000 Penalty: 5989.858887
	Iteration 16Q: 3 clusters Score -1.955585e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147554 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -19557614.000000 Penalty: 5989.858887
	Iteration 17Q: 3 clusters Score -1.955761e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151184 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -19559144.000000 Penalty: 5989.858887
	Iteration 18Q: 3 clusters Score -1.955914e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154544 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -19560508.000000 Penalty: 5989.858887
	Iteration 19Q: 3 clusters Score -1.956051e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157473 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -19561512.000000 Penalty: 5989.858887
	Iteration 20F: 3 clusters Score -1.956151e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160077 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -19562484.000000 Penalty: 5989.858887
	Iteration 21Q: 3 clusters Score -1.956248e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162285 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -19563224.000000 Penalty: 5989.858887
	Iteration 22Q: 3 clusters Score -1.956322e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164229 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -19563804.000000 Penalty: 5989.858887
	Iteration 23Q: 3 clusters Score -1.95638e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165941 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -19564158.000000 Penalty: 5989.858887
	Iteration 24Q: 3 clusters Score -1.956416e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167350 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -19564510.000000 Penalty: 5989.858887
	Iteration 25Q: 3 clusters Score -1.956451e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168487 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -19564856.000000 Penalty: 5989.858887
	Iteration 26Q: 3 clusters Score -1.956486e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169386 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -19565106.000000 Penalty: 5989.858887
	Iteration 27Q: 3 clusters Score -1.956511e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170115 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -19565268.000000 Penalty: 5989.858887
	Iteration 28Q: 3 clusters Score -1.956527e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170720 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -19565470.000000 Penalty: 5989.858887
	Iteration 29Q: 3 clusters Score -1.956547e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171192 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -19565548.000000 Penalty: 5989.858887
	Iteration 30Q: 3 clusters Score -1.956555e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171594 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -19565616.000000 Penalty: 5989.858887
	Iteration 31Q: 3 clusters Score -1.956562e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171919 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -19565646.000000 Penalty: 5989.858887
	Iteration 32Q: 3 clusters Score -1.956565e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172188 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -19565710.000000 Penalty: 5989.858887
	Iteration 33Q: 3 clusters Score -1.956571e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172394 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -19565750.000000 Penalty: 5989.858887
	Iteration 34Q: 3 clusters Score -1.956575e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172567 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -19565794.000000 Penalty: 5989.858887
	Iteration 35Q: 3 clusters Score -1.956579e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172708 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -19565804.000000 Penalty: 5989.858887
	Iteration 36Q: 3 clusters Score -1.95658e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172827 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -19565794.000000 Penalty: 5989.858887
	Iteration 37Q: 3 clusters Score -1.956579e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172917 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -19565846.000000 Penalty: 5989.858887
	Iteration 38Q: 3 clusters Score -1.956585e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173004 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -19565840.000000 Penalty: 5989.858887
	Iteration 39Q: 3 clusters Score -1.956584e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173065 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -19565874.000000 Penalty: 5989.858887
	Iteration 40F: 3 clusters Score -1.956587e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173116 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -19565886.000000 Penalty: 5989.858887
	Iteration 41Q: 3 clusters Score -1.956589e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173161 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -19565868.000000 Penalty: 5989.858887
	Iteration 42Q: 3 clusters Score -1.956587e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173208 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -19565868.000000 Penalty: 5989.858887
	Iteration 43Q: 3 clusters Score -1.956587e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173248 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -19565894.000000 Penalty: 5989.858887
	Iteration 44Q: 3 clusters Score -1.956589e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173272 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -19565876.000000 Penalty: 5989.858887
	Iteration 45Q: 3 clusters Score -1.956588e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173303 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -19565868.000000 Penalty: 5989.858887
	Iteration 46Q: 3 clusters Score -1.956587e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173316 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -19565864.000000 Penalty: 5989.858887
	Iteration 47Q: 3 clusters Score -1.956586e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173330 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -19565882.000000 Penalty: 5989.858887
	Iteration 48Q: 3 clusters Score -1.956588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173340 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -19565900.000000 Penalty: 5989.858887
	Iteration 49Q: 3 clusters Score -1.95659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173346 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -19565908.000000 Penalty: 5989.858887
	Iteration 50Q: 3 clusters Score -1.956591e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173352 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -19565898.000000 Penalty: 5989.858887
	Iteration 51Q: 3 clusters Score -1.95659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173358 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -19565892.000000 Penalty: 5989.858887
	Iteration 52Q: 3 clusters Score -1.956589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173362 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -19565898.000000 Penalty: 5989.858887
	Iteration 53Q: 3 clusters Score -1.95659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173367 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -19565888.000000 Penalty: 5989.858887
	Iteration 54Q: 3 clusters Score -1.956589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173367 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -19565898.000000 Penalty: 5989.858887
	Iteration 55Q: 3 clusters Score -1.95659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173368 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -19565892.000000 Penalty: 5989.858887
	Iteration 56Q: 3 clusters Score -1.956589e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173368 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -19565892.000000 Penalty: 5989.858887
	Iteration 57F: 3 clusters Score -1.956589e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -182998.281250 Penalty: 1878.108276
	Iteration 0F: 2 clusters Score -182998.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -180597.781250 Penalty: 3756.216553
	Iteration 0F: 3 clusters Score -180597.8 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -181746.062500 Penalty: 3756.216553
	Iteration 1F: 3 clusters Score -181746.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -182495.781250 Penalty: 3756.216553
	Iteration 2F: 3 clusters Score -182495.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -183148.031250 Penalty: 3756.216553
	Iteration 3F: 3 clusters Score -183148 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -183671.890625 Penalty: 3756.216553
	Iteration 4F: 3 clusters Score -183671.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -184067.656250 Penalty: 3756.216553
	Iteration 5F: 3 clusters Score -184067.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -184598.984375 Penalty: 3756.216553
	Iteration 6Q: 3 clusters Score -184599 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -185072.515625 Penalty: 3756.216553
	Iteration 7Q: 3 clusters Score -185072.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -185181.015625 Penalty: 3756.216553
	Iteration 8Q: 3 clusters Score -185181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -185272.828125 Penalty: 3756.216553
	Iteration 9Q: 3 clusters Score -185272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -185312.375000 Penalty: 3756.216553
	Iteration 10Q: 3 clusters Score -185312.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -185326.359375 Penalty: 3756.216553
	Iteration 11Q: 3 clusters Score -185326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -185326.359375 Penalty: 3756.216553
	Iteration 12F: 3 clusters Score -185326.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 26028 members 
Mstep: Class 5 contains 175664 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 35696 members 
Mstep: Class 8 contains 30501 members 
Mstep: Class 9 contains 3026 members 
Mstep: Class 10 contains 110865 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 319240 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27075 members 
Mstep: Class 16 contains 6924 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 82548 members 
Mstep: Class 20 contains 1060 members 
Entering Unmasked Estep 
Score: -98005400.000000 Penalty: 68007.921875
Splitting cluster 6 changes total score from -98004568.000000 to -98005400.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (35696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Entering Unmasked Estep 
Score: -3839970.000000 Penalty: 2599.732910
	Iteration 0F: 2 clusters Score -3839970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -3815544.500000 Penalty: 5199.465820
	Iteration 0F: 3 clusters Score -3815544 nChanged 16304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -3824750.500000 Penalty: 5199.465820
	Iteration 1F: 3 clusters Score -3824750 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -3825885.000000 Penalty: 5199.465820
	Iteration 2Q: 3 clusters Score -3825885 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3827333.750000 Penalty: 5199.465820
	Iteration 3F: 3 clusters Score -3827334 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -3828976.500000 Penalty: 5199.465820
	Iteration 4F: 3 clusters Score -3828976 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -3830869.250000 Penalty: 5199.465820
	Iteration 5F: 3 clusters Score -3830869 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3832676.000000 Penalty: 5199.465820
	Iteration 6F: 3 clusters Score -3832676 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3834177.250000 Penalty: 5199.465820
	Iteration 7F: 3 clusters Score -3834177 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -3835231.500000 Penalty: 5199.465820
	Iteration 8F: 3 clusters Score -3835232 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -3835846.000000 Penalty: 5199.465820
	Iteration 9Q: 3 clusters Score -3835846 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3836183.750000 Penalty: 5199.465820
	Iteration 10Q: 3 clusters Score -3836184 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3836423.500000 Penalty: 5199.465820
	Iteration 11Q: 3 clusters Score -3836424 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3836600.000000 Penalty: 5199.465820
	Iteration 12Q: 3 clusters Score -3836600 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -3836752.250000 Penalty: 5199.465820
	Iteration 13Q: 3 clusters Score -3836752 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -3836939.500000 Penalty: 5199.465820
	Iteration 14Q: 3 clusters Score -3836940 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -3837099.250000 Penalty: 5199.465820
	Iteration 15Q: 3 clusters Score -3837099 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -3837274.750000 Penalty: 5199.465820
	Iteration 16Q: 3 clusters Score -3837275 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -3837443.500000 Penalty: 5199.465820
	Iteration 17Q: 3 clusters Score -3837444 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -3837609.500000 Penalty: 5199.465820
	Iteration 18Q: 3 clusters Score -3837610 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3837788.250000 Penalty: 5199.465820
	Iteration 19Q: 3 clusters Score -3837788 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3837958.000000 Penalty: 5199.465820
	Iteration 20F: 3 clusters Score -3837958 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3838178.250000 Penalty: 5199.465820
	Iteration 21Q: 3 clusters Score -3838178 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3838400.750000 Penalty: 5199.465820
	Iteration 22Q: 3 clusters Score -3838401 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3838631.500000 Penalty: 5199.465820
	Iteration 23Q: 3 clusters Score -3838632 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3838911.750000 Penalty: 5199.465820
	Iteration 24Q: 3 clusters Score -3838912 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3839280.250000 Penalty: 5199.465820
	Iteration 25Q: 3 clusters Score -3839280 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3839729.750000 Penalty: 5199.465820
	Iteration 26Q: 3 clusters Score -3839730 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3840046.500000 Penalty: 5199.465820
	Iteration 27Q: 3 clusters Score -3840046 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3840122.500000 Penalty: 5199.465820
	Iteration 28Q: 3 clusters Score -3840122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3840164.250000 Penalty: 5199.465820
	Iteration 29Q: 3 clusters Score -3840164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -3840174.750000 Penalty: 5199.465820
	Iteration 30Q: 3 clusters Score -3840175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3840183.000000 Penalty: 5199.465820
	Iteration 31Q: 3 clusters Score -3840183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3840187.750000 Penalty: 5199.465820
	Iteration 32Q: 3 clusters Score -3840188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3840183.250000 Penalty: 5199.465820
	Iteration 33Q: 3 clusters Score -3840183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3840189.750000 Penalty: 5199.465820
	Iteration 34Q: 3 clusters Score -3840190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3840192.750000 Penalty: 5199.465820
	Iteration 35Q: 3 clusters Score -3840193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3840196.250000 Penalty: 5199.465820
	Iteration 36Q: 3 clusters Score -3840196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3840196.500000 Penalty: 5199.465820
	Iteration 37Q: 3 clusters Score -3840196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3840196.500000 Penalty: 5199.465820
	Iteration 38Q: 3 clusters Score -3840196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3840198.750000 Penalty: 5199.465820
	Iteration 39Q: 3 clusters Score -3840199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3840197.500000 Penalty: 5199.465820
	Iteration 40F: 3 clusters Score -3840198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3840193.250000 Penalty: 5199.465820
	Iteration 41Q: 3 clusters Score -3840193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3840198.500000 Penalty: 5199.465820
	Iteration 42Q: 3 clusters Score -3840198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3840200.000000 Penalty: 5199.465820
	Iteration 43Q: 3 clusters Score -3840200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3840195.750000 Penalty: 5199.465820
	Iteration 44Q: 3 clusters Score -3840196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3840195.750000 Penalty: 5199.465820
	Iteration 45F: 3 clusters Score -3840196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 26028 members 
Mstep: Class 5 contains 175664 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 33980 members 
Mstep: Class 8 contains 30501 members 
Mstep: Class 9 contains 3026 members 
Mstep: Class 10 contains 110865 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 319240 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27075 members 
Mstep: Class 16 contains 6924 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 82548 members 
Mstep: Class 20 contains 1060 members 
Mstep: Class 21 contains 1716 members 
Entering Unmasked Estep 
Score: -98004944.000000 Penalty: 71408.312500
Splitting cluster 7 changes total score from -98004568.000000 to -98004944.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (30501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Entering Unmasked Estep 
Score: -3447141.250000 Penalty: 2560.727783
	Iteration 0F: 2 clusters Score -3447141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3426205.250000 Penalty: 5121.455566
	Iteration 0F: 3 clusters Score -3426205 nChanged 13740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -3433760.000000 Penalty: 5121.455566
	Iteration 1F: 3 clusters Score -3433760 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3434305.750000 Penalty: 5121.455566
	Iteration 2F: 3 clusters Score -3434306 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3434806.250000 Penalty: 5121.455566
	Iteration 3Q: 3 clusters Score -3434806 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3435326.750000 Penalty: 5121.455566
	Iteration 4Q: 3 clusters Score -3435327 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3436002.500000 Penalty: 5121.455566
	Iteration 5Q: 3 clusters Score -3436002 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3436944.250000 Penalty: 5121.455566
	Iteration 6F: 3 clusters Score -3436944 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -3438112.250000 Penalty: 5121.455566
	Iteration 7F: 3 clusters Score -3438112 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3439291.000000 Penalty: 5121.455566
	Iteration 8F: 3 clusters Score -3439291 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -3440296.250000 Penalty: 5121.455566
	Iteration 9Q: 3 clusters Score -3440296 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3441167.750000 Penalty: 5121.455566
	Iteration 10Q: 3 clusters Score -3441168 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3441913.750000 Penalty: 5121.455566
	Iteration 11Q: 3 clusters Score -3441914 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -3442416.000000 Penalty: 5121.455566
	Iteration 12Q: 3 clusters Score -3442416 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3442829.250000 Penalty: 5121.455566
	Iteration 13Q: 3 clusters Score -3442829 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3443092.750000 Penalty: 5121.455566
	Iteration 14Q: 3 clusters Score -3443093 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3443321.500000 Penalty: 5121.455566
	Iteration 15Q: 3 clusters Score -3443322 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3443503.250000 Penalty: 5121.455566
	Iteration 16Q: 3 clusters Score -3443503 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3443680.750000 Penalty: 5121.455566
	Iteration 17Q: 3 clusters Score -3443681 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -3443845.750000 Penalty: 5121.455566
	Iteration 18Q: 3 clusters Score -3443846 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3443969.500000 Penalty: 5121.455566
	Iteration 19Q: 3 clusters Score -3443970 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3444043.500000 Penalty: 5121.455566
	Iteration 20F: 3 clusters Score -3444044 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3444132.500000 Penalty: 5121.455566
	Iteration 21Q: 3 clusters Score -3444132 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3444209.500000 Penalty: 5121.455566
	Iteration 22Q: 3 clusters Score -3444210 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3444304.750000 Penalty: 5121.455566
	Iteration 23Q: 3 clusters Score -3444305 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3444378.000000 Penalty: 5121.455566
	Iteration 24Q: 3 clusters Score -3444378 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3444433.750000 Penalty: 5121.455566
	Iteration 25Q: 3 clusters Score -3444434 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3444497.500000 Penalty: 5121.455566
	Iteration 26Q: 3 clusters Score -3444498 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -3444554.000000 Penalty: 5121.455566
	Iteration 27Q: 3 clusters Score -3444554 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3444605.250000 Penalty: 5121.455566
	Iteration 28Q: 3 clusters Score -3444605 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3444662.750000 Penalty: 5121.455566
	Iteration 29Q: 3 clusters Score -3444663 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3444690.250000 Penalty: 5121.455566
	Iteration 30Q: 3 clusters Score -3444690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3444714.750000 Penalty: 5121.455566
	Iteration 31Q: 3 clusters Score -3444715 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3444749.500000 Penalty: 5121.455566
	Iteration 32Q: 3 clusters Score -3444750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3444795.750000 Penalty: 5121.455566
	Iteration 33Q: 3 clusters Score -3444796 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3444819.500000 Penalty: 5121.455566
	Iteration 34Q: 3 clusters Score -3444820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3444849.000000 Penalty: 5121.455566
	Iteration 35Q: 3 clusters Score -3444849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3444869.750000 Penalty: 5121.455566
	Iteration 36Q: 3 clusters Score -3444870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3444889.500000 Penalty: 5121.455566
	Iteration 37Q: 3 clusters Score -3444890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3444910.500000 Penalty: 5121.455566
	Iteration 38Q: 3 clusters Score -3444910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3444928.000000 Penalty: 5121.455566
	Iteration 39Q: 3 clusters Score -3444928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3444952.750000 Penalty: 5121.455566
	Iteration 40F: 3 clusters Score -3444953 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3444963.750000 Penalty: 5121.455566
	Iteration 41Q: 3 clusters Score -3444964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -3444967.000000 Penalty: 5121.455566
	Iteration 42Q: 3 clusters Score -3444967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3444970.250000 Penalty: 5121.455566
	Iteration 43Q: 3 clusters Score -3444970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3444975.500000 Penalty: 5121.455566
	Iteration 44Q: 3 clusters Score -3444976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3444975.000000 Penalty: 5121.455566
	Iteration 45Q: 3 clusters Score -3444975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3444984.250000 Penalty: 5121.455566
	Iteration 46Q: 3 clusters Score -3444984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3444987.750000 Penalty: 5121.455566
	Iteration 47Q: 3 clusters Score -3444988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3444992.250000 Penalty: 5121.455566
	Iteration 48Q: 3 clusters Score -3444992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3444998.500000 Penalty: 5121.455566
	Iteration 49Q: 3 clusters Score -3444998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3445001.250000 Penalty: 5121.455566
	Iteration 50Q: 3 clusters Score -3445001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3445009.250000 Penalty: 5121.455566
	Iteration 51Q: 3 clusters Score -3445009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3445017.750000 Penalty: 5121.455566
	Iteration 52Q: 3 clusters Score -3445018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3445017.500000 Penalty: 5121.455566
	Iteration 53Q: 3 clusters Score -3445018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3445019.250000 Penalty: 5121.455566
	Iteration 54Q: 3 clusters Score -3445019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3445016.500000 Penalty: 5121.455566
	Iteration 55Q: 3 clusters Score -3445016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3445015.000000 Penalty: 5121.455566
	Iteration 56Q: 3 clusters Score -3445015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3445015.000000 Penalty: 5121.455566
	Iteration 57F: 3 clusters Score -3445015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Entering Unmasked Estep 
Score: -331021.843750 Penalty: 1987.719116
	Iteration 0F: 2 clusters Score -331021.8 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 1496 members 
Entering Unmasked Estep 
Score: -327722.593750 Penalty: 3975.438232
	Iteration 0F: 3 clusters Score -327722.6 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -328504.812500 Penalty: 3975.438232
	Iteration 1F: 3 clusters Score -328504.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -328894.000000 Penalty: 3975.438232
	Iteration 2F: 3 clusters Score -328894 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -329134.093750 Penalty: 3975.438232
	Iteration 3F: 3 clusters Score -329134.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -329291.250000 Penalty: 3975.438232
	Iteration 4F: 3 clusters Score -329291.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -329394.593750 Penalty: 3975.438232
	Iteration 5Q: 3 clusters Score -329394.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -329479.031250 Penalty: 3975.438232
	Iteration 6Q: 3 clusters Score -329479 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -329573.781250 Penalty: 3975.438232
	Iteration 7Q: 3 clusters Score -329573.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -329677.468750 Penalty: 3975.438232
	Iteration 8Q: 3 clusters Score -329677.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -329767.531250 Penalty: 3975.438232
	Iteration 9Q: 3 clusters Score -329767.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -329853.531250 Penalty: 3975.438232
	Iteration 10Q: 3 clusters Score -329853.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -329932.437500 Penalty: 3975.438232
	Iteration 11Q: 3 clusters Score -329932.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -330003.687500 Penalty: 3975.438232
	Iteration 12Q: 3 clusters Score -330003.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -330052.968750 Penalty: 3975.438232
	Iteration 13Q: 3 clusters Score -330053 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -330086.500000 Penalty: 3975.438232
	Iteration 14Q: 3 clusters Score -330086.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -330111.625000 Penalty: 3975.438232
	Iteration 15Q: 3 clusters Score -330111.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -330136.375000 Penalty: 3975.438232
	Iteration 16Q: 3 clusters Score -330136.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -330154.281250 Penalty: 3975.438232
	Iteration 17Q: 3 clusters Score -330154.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -330168.750000 Penalty: 3975.438232
	Iteration 18Q: 3 clusters Score -330168.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -330176.375000 Penalty: 3975.438232
	Iteration 19Q: 3 clusters Score -330176.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -330184.218750 Penalty: 3975.438232
	Iteration 20F: 3 clusters Score -330184.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -330190.218750 Penalty: 3975.438232
	Iteration 21Q: 3 clusters Score -330190.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -330197.843750 Penalty: 3975.438232
	Iteration 22Q: 3 clusters Score -330197.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -330203.281250 Penalty: 3975.438232
	Iteration 23Q: 3 clusters Score -330203.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -330212.156250 Penalty: 3975.438232
	Iteration 24Q: 3 clusters Score -330212.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -330216.312500 Penalty: 3975.438232
	Iteration 25Q: 3 clusters Score -330216.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -330217.500000 Penalty: 3975.438232
	Iteration 26Q: 3 clusters Score -330217.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -330217.500000 Penalty: 3975.438232
	Iteration 27F: 3 clusters Score -330217.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (110865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110865 members 
Entering Unmasked Estep 
Score: -12574107.000000 Penalty: 2880.785156
	Iteration 0F: 2 clusters Score -1.257411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -12500025.000000 Penalty: 5761.570312
	Iteration 0F: 3 clusters Score -1.250002e+07 nChanged 52560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -12529989.000000 Penalty: 5761.570312
	Iteration 1F: 3 clusters Score -1.252999e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -12530832.000000 Penalty: 5761.570312
	Iteration 2Q: 3 clusters Score -1.253083e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -12531957.000000 Penalty: 5761.570312
	Iteration 3Q: 3 clusters Score -1.253196e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -12533680.000000 Penalty: 5761.570312
	Iteration 4Q: 3 clusters Score -1.253368e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -12536575.000000 Penalty: 5761.570312
	Iteration 5F: 3 clusters Score -1.253658e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77475 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -12541487.000000 Penalty: 5761.570312
	Iteration 6F: 3 clusters Score -1.254149e+07 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86134 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -12548839.000000 Penalty: 5761.570312
	Iteration 7F: 3 clusters Score -1.254884e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95137 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -12557071.000000 Penalty: 5761.570312
	Iteration 8F: 3 clusters Score -1.255707e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102429 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -12564025.000000 Penalty: 5761.570312
	Iteration 9F: 3 clusters Score -1.256402e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106946 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -12568211.000000 Penalty: 5761.570312
	Iteration 10Q: 3 clusters Score -1.256821e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109125 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -12570219.000000 Penalty: 5761.570312
	Iteration 11Q: 3 clusters Score -1.257022e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109918 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -12571021.000000 Penalty: 5761.570312
	Iteration 12Q: 3 clusters Score -1.257102e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110204 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -12571304.000000 Penalty: 5761.570312
	Iteration 13Q: 3 clusters Score -1.25713e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110323 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -12571461.000000 Penalty: 5761.570312
	Iteration 14Q: 3 clusters Score -1.257146e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110367 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12571552.000000 Penalty: 5761.570312
	Iteration 15Q: 3 clusters Score -1.257155e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110387 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -12571607.000000 Penalty: 5761.570312
	Iteration 16Q: 3 clusters Score -1.257161e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110395 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -12571640.000000 Penalty: 5761.570312
	Iteration 17Q: 3 clusters Score -1.257164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110404 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -12571671.000000 Penalty: 5761.570312
	Iteration 18Q: 3 clusters Score -1.257167e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110403 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12571677.000000 Penalty: 5761.570312
	Iteration 19Q: 3 clusters Score -1.257168e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110406 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -12571691.000000 Penalty: 5761.570312
	Iteration 20F: 3 clusters Score -1.257169e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12571709.000000 Penalty: 5761.570312
	Iteration 21Q: 3 clusters Score -1.257171e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -12571718.000000 Penalty: 5761.570312
	Iteration 22Q: 3 clusters Score -1.257172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12571713.000000 Penalty: 5761.570312
	Iteration 23Q: 3 clusters Score -1.257171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110410 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12571718.000000 Penalty: 5761.570312
	Iteration 24Q: 3 clusters Score -1.257172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110410 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -12571731.000000 Penalty: 5761.570312
	Iteration 25Q: 3 clusters Score -1.257173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12571725.000000 Penalty: 5761.570312
	Iteration 26Q: 3 clusters Score -1.257172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12571722.000000 Penalty: 5761.570312
	Iteration 27Q: 3 clusters Score -1.257172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12571726.000000 Penalty: 5761.570312
	Iteration 28Q: 3 clusters Score -1.257173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12571735.000000 Penalty: 5761.570312
	Iteration 29Q: 3 clusters Score -1.257174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -12571733.000000 Penalty: 5761.570312
	Iteration 30Q: 3 clusters Score -1.257173e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12571730.000000 Penalty: 5761.570312
	Iteration 31Q: 3 clusters Score -1.257173e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110411 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -12571730.000000 Penalty: 5761.570312
	Iteration 32F: 3 clusters Score -1.257173e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -237322.562500 Penalty: 1907.304199
	Iteration 0F: 2 clusters Score -237322.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -234593.687500 Penalty: 3814.608398
	Iteration 0F: 3 clusters Score -234593.7 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -235075.328125 Penalty: 3814.608398
	Iteration 1F: 3 clusters Score -235075.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -235191.906250 Penalty: 3814.608398
	Iteration 2F: 3 clusters Score -235191.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -235252.343750 Penalty: 3814.608398
	Iteration 3Q: 3 clusters Score -235252.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -235296.406250 Penalty: 3814.608398
	Iteration 4Q: 3 clusters Score -235296.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -235310.593750 Penalty: 3814.608398
	Iteration 5Q: 3 clusters Score -235310.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -235320.515625 Penalty: 3814.608398
	Iteration 6Q: 3 clusters Score -235320.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -235327.296875 Penalty: 3814.608398
	Iteration 7Q: 3 clusters Score -235327.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -235333.843750 Penalty: 3814.608398
	Iteration 8Q: 3 clusters Score -235333.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -235340.671875 Penalty: 3814.608398
	Iteration 9Q: 3 clusters Score -235340.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -235348.687500 Penalty: 3814.608398
	Iteration 10Q: 3 clusters Score -235348.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -235355.890625 Penalty: 3814.608398
	Iteration 11Q: 3 clusters Score -235355.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -235365.703125 Penalty: 3814.608398
	Iteration 12Q: 3 clusters Score -235365.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -235367.531250 Penalty: 3814.608398
	Iteration 13Q: 3 clusters Score -235367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -235369.781250 Penalty: 3814.608398
	Iteration 14Q: 3 clusters Score -235369.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -235373.531250 Penalty: 3814.608398
	Iteration 15Q: 3 clusters Score -235373.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -235377.703125 Penalty: 3814.608398
	Iteration 16Q: 3 clusters Score -235377.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -235382.640625 Penalty: 3814.608398
	Iteration 17Q: 3 clusters Score -235382.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -235386.546875 Penalty: 3814.608398
	Iteration 18Q: 3 clusters Score -235386.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -235388.875000 Penalty: 3814.608398
	Iteration 19Q: 3 clusters Score -235388.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -235389.968750 Penalty: 3814.608398
	Iteration 20F: 3 clusters Score -235390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -235393.250000 Penalty: 3814.608398
	Iteration 21Q: 3 clusters Score -235393.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -235396.609375 Penalty: 3814.608398
	Iteration 22Q: 3 clusters Score -235396.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -235397.312500 Penalty: 3814.608398
	Iteration 23Q: 3 clusters Score -235397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -235397.765625 Penalty: 3814.608398
	Iteration 24Q: 3 clusters Score -235397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -235398.296875 Penalty: 3814.608398
	Iteration 25Q: 3 clusters Score -235398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -235398.656250 Penalty: 3814.608398
	Iteration 26Q: 3 clusters Score -235398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -235399.687500 Penalty: 3814.608398
	Iteration 27Q: 3 clusters Score -235399.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -235399.687500 Penalty: 3814.608398
	Iteration 28F: 3 clusters Score -235399.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Entering Unmasked Estep 
Score: -1253748.250000 Penalty: 2312.425049
	Iteration 0F: 2 clusters Score -1253748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1245295.250000 Penalty: 4624.850098
	Iteration 0F: 3 clusters Score -1245295 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1247880.000000 Penalty: 4624.850098
	Iteration 1F: 3 clusters Score -1247880 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1248243.250000 Penalty: 4624.850098
	Iteration 2F: 3 clusters Score -1248243 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1248526.625000 Penalty: 4624.850098
	Iteration 3F: 3 clusters Score -1248527 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1248771.375000 Penalty: 4624.850098
	Iteration 4Q: 3 clusters Score -1248771 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1249043.125000 Penalty: 4624.850098
	Iteration 5Q: 3 clusters Score -1249043 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1249321.750000 Penalty: 4624.850098
	Iteration 6Q: 3 clusters Score -1249322 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1249637.375000 Penalty: 4624.850098
	Iteration 7Q: 3 clusters Score -1249637 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1250071.750000 Penalty: 4624.850098
	Iteration 8Q: 3 clusters Score -1250072 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1250494.500000 Penalty: 4624.850098
	Iteration 9Q: 3 clusters Score -1250494 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1250844.375000 Penalty: 4624.850098
	Iteration 10Q: 3 clusters Score -1250844 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1251139.250000 Penalty: 4624.850098
	Iteration 11Q: 3 clusters Score -1251139 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1251397.250000 Penalty: 4624.850098
	Iteration 12Q: 3 clusters Score -1251397 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1251609.500000 Penalty: 4624.850098
	Iteration 13Q: 3 clusters Score -1251610 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1251855.000000 Penalty: 4624.850098
	Iteration 14Q: 3 clusters Score -1251855 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1252087.250000 Penalty: 4624.850098
	Iteration 15Q: 3 clusters Score -1252087 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1252297.750000 Penalty: 4624.850098
	Iteration 16Q: 3 clusters Score -1252298 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1252456.500000 Penalty: 4624.850098
	Iteration 17Q: 3 clusters Score -1252456 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1252538.000000 Penalty: 4624.850098
	Iteration 18Q: 3 clusters Score -1252538 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1252581.375000 Penalty: 4624.850098
	Iteration 19Q: 3 clusters Score -1252581 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1252611.000000 Penalty: 4624.850098
	Iteration 20F: 3 clusters Score -1252611 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1252638.625000 Penalty: 4624.850098
	Iteration 21Q: 3 clusters Score -1252639 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1252659.250000 Penalty: 4624.850098
	Iteration 22Q: 3 clusters Score -1252659 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1252675.250000 Penalty: 4624.850098
	Iteration 23Q: 3 clusters Score -1252675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1252685.500000 Penalty: 4624.850098
	Iteration 24Q: 3 clusters Score -1252686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1252697.375000 Penalty: 4624.850098
	Iteration 25Q: 3 clusters Score -1252697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1252709.625000 Penalty: 4624.850098
	Iteration 26Q: 3 clusters Score -1252710 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1252711.250000 Penalty: 4624.850098
	Iteration 27Q: 3 clusters Score -1252711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1252716.625000 Penalty: 4624.850098
	Iteration 28Q: 3 clusters Score -1252717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1252719.750000 Penalty: 4624.850098
	Iteration 29Q: 3 clusters Score -1252720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1252724.875000 Penalty: 4624.850098
	Iteration 30Q: 3 clusters Score -1252725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1252723.625000 Penalty: 4624.850098
	Iteration 31Q: 3 clusters Score -1252724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1252725.875000 Penalty: 4624.850098
	Iteration 32Q: 3 clusters Score -1252726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1252728.625000 Penalty: 4624.850098
	Iteration 33Q: 3 clusters Score -1252729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1252730.375000 Penalty: 4624.850098
	Iteration 34Q: 3 clusters Score -1252730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1252728.875000 Penalty: 4624.850098
	Iteration 35Q: 3 clusters Score -1252729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1252730.250000 Penalty: 4624.850098
	Iteration 36Q: 3 clusters Score -1252730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1252730.750000 Penalty: 4624.850098
	Iteration 37Q: 3 clusters Score -1252731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1252728.250000 Penalty: 4624.850098
	Iteration 38Q: 3 clusters Score -1252728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1252727.250000 Penalty: 4624.850098
	Iteration 39Q: 3 clusters Score -1252727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1252727.250000 Penalty: 4624.850098
	Iteration 40F: 3 clusters Score -1252727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (319240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319240 members 
Entering Unmasked Estep 
Score: -35266056.000000 Penalty: 3143.077148
	Iteration 0F: 2 clusters Score -3.526606e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159767 members 
Mstep: Class 2 contains 159473 members 
Entering Unmasked Estep 
Score: -35082668.000000 Penalty: 6286.154297
	Iteration 0F: 3 clusters Score -3.508267e+07 nChanged 154550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160513 members 
Mstep: Class 2 contains 158727 members 
Entering Unmasked Estep 
Score: -35174180.000000 Penalty: 6286.154297
	Iteration 1F: 3 clusters Score -3.517418e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160978 members 
Mstep: Class 2 contains 158262 members 
Entering Unmasked Estep 
Score: -35175028.000000 Penalty: 6286.154297
	Iteration 2Q: 3 clusters Score -3.517503e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161735 members 
Mstep: Class 2 contains 157505 members 
Entering Unmasked Estep 
Score: -35176384.000000 Penalty: 6286.154297
	Iteration 3Q: 3 clusters Score -3.517638e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163030 members 
Mstep: Class 2 contains 156210 members 
Entering Unmasked Estep 
Score: -35178100.000000 Penalty: 6286.154297
	Iteration 4Q: 3 clusters Score -3.51781e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164882 members 
Mstep: Class 2 contains 154358 members 
Entering Unmasked Estep 
Score: -35179812.000000 Penalty: 6286.154297
	Iteration 5Q: 3 clusters Score -3.517981e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167779 members 
Mstep: Class 2 contains 151461 members 
Entering Unmasked Estep 
Score: -35181992.000000 Penalty: 6286.154297
	Iteration 6Q: 3 clusters Score -3.518199e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172206 members 
Mstep: Class 2 contains 147034 members 
Entering Unmasked Estep 
Score: -35185536.000000 Penalty: 6286.154297
	Iteration 7Q: 3 clusters Score -3.518554e+07 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178673 members 
Mstep: Class 2 contains 140567 members 
Entering Unmasked Estep 
Score: -35190524.000000 Penalty: 6286.154297
	Iteration 8Q: 3 clusters Score -3.519052e+07 nChanged 15483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187542 members 
Mstep: Class 2 contains 131698 members 
Entering Unmasked Estep 
Score: -35198016.000000 Penalty: 6286.154297
	Iteration 9Q: 3 clusters Score -3.519802e+07 nChanged 18047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198373 members 
Mstep: Class 2 contains 120867 members 
Entering Unmasked Estep 
Score: -35208156.000000 Penalty: 6286.154297
	Iteration 10F: 3 clusters Score -3.520816e+07 nChanged 19910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209673 members 
Mstep: Class 2 contains 109567 members 
Entering Unmasked Estep 
Score: -35221464.000000 Penalty: 6286.154297
	Iteration 11F: 3 clusters Score -3.522146e+07 nChanged 19505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218748 members 
Mstep: Class 2 contains 100492 members 
Entering Unmasked Estep 
Score: -35234420.000000 Penalty: 6286.154297
	Iteration 12F: 3 clusters Score -3.523442e+07 nChanged 16342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224614 members 
Mstep: Class 2 contains 94626 members 
Entering Unmasked Estep 
Score: -35242828.000000 Penalty: 6286.154297
	Iteration 13F: 3 clusters Score -3.524283e+07 nChanged 11458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228408 members 
Mstep: Class 2 contains 90832 members 
Entering Unmasked Estep 
Score: -35246780.000000 Penalty: 6286.154297
	Iteration 14Q: 3 clusters Score -3.524678e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231667 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -35248448.000000 Penalty: 6286.154297
	Iteration 15Q: 3 clusters Score -3.524845e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234944 members 
Mstep: Class 2 contains 84296 members 
Entering Unmasked Estep 
Score: -35249772.000000 Penalty: 6286.154297
	Iteration 16Q: 3 clusters Score -3.524977e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238174 members 
Mstep: Class 2 contains 81066 members 
Entering Unmasked Estep 
Score: -35251184.000000 Penalty: 6286.154297
	Iteration 17Q: 3 clusters Score -3.525118e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241563 members 
Mstep: Class 2 contains 77677 members 
Entering Unmasked Estep 
Score: -35252712.000000 Penalty: 6286.154297
	Iteration 18Q: 3 clusters Score -3.525271e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245022 members 
Mstep: Class 2 contains 74218 members 
Entering Unmasked Estep 
Score: -35254140.000000 Penalty: 6286.154297
	Iteration 19Q: 3 clusters Score -3.525414e+07 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248567 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -35255568.000000 Penalty: 6286.154297
	Iteration 20F: 3 clusters Score -3.525557e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252108 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -35256844.000000 Penalty: 6286.154297
	Iteration 21Q: 3 clusters Score -3.525684e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255588 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -35258316.000000 Penalty: 6286.154297
	Iteration 22Q: 3 clusters Score -3.525832e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258964 members 
Mstep: Class 2 contains 60276 members 
Entering Unmasked Estep 
Score: -35259988.000000 Penalty: 6286.154297
	Iteration 23Q: 3 clusters Score -3.525999e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262179 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -35261748.000000 Penalty: 6286.154297
	Iteration 24Q: 3 clusters Score -3.526175e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265111 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -35263352.000000 Penalty: 6286.154297
	Iteration 25Q: 3 clusters Score -3.526335e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267996 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -35265092.000000 Penalty: 6286.154297
	Iteration 26Q: 3 clusters Score -3.526509e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270846 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -35266744.000000 Penalty: 6286.154297
	Iteration 27Q: 3 clusters Score -3.526674e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273680 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -35268292.000000 Penalty: 6286.154297
	Iteration 28Q: 3 clusters Score -3.526829e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276409 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -35269980.000000 Penalty: 6286.154297
	Iteration 29Q: 3 clusters Score -3.526998e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279078 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -35271612.000000 Penalty: 6286.154297
	Iteration 30Q: 3 clusters Score -3.527161e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281532 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -35273224.000000 Penalty: 6286.154297
	Iteration 31Q: 3 clusters Score -3.527322e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283791 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -35274508.000000 Penalty: 6286.154297
	Iteration 32Q: 3 clusters Score -3.527451e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285994 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -35275888.000000 Penalty: 6286.154297
	Iteration 33Q: 3 clusters Score -3.527589e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288088 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -35276896.000000 Penalty: 6286.154297
	Iteration 34Q: 3 clusters Score -3.52769e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290079 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -35277488.000000 Penalty: 6286.154297
	Iteration 35Q: 3 clusters Score -3.527749e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292031 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -35277636.000000 Penalty: 6286.154297
	Iteration 36Q: 3 clusters Score -3.527764e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293949 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -35277952.000000 Penalty: 6286.154297
	Iteration 37Q: 3 clusters Score -3.527795e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295866 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -35278332.000000 Penalty: 6286.154297
	Iteration 38Q: 3 clusters Score -3.527833e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297738 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -35278792.000000 Penalty: 6286.154297
	Iteration 39Q: 3 clusters Score -3.527879e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299514 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -35279160.000000 Penalty: 6286.154297
	Iteration 40F: 3 clusters Score -3.527916e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301211 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -35279008.000000 Penalty: 6286.154297
	Iteration 41Q: 3 clusters Score -3.527901e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302893 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -35278632.000000 Penalty: 6286.154297
	Iteration 42Q: 3 clusters Score -3.527863e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304483 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -35278196.000000 Penalty: 6286.154297
	Iteration 43Q: 3 clusters Score -3.52782e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305867 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -35277548.000000 Penalty: 6286.154297
	Iteration 44Q: 3 clusters Score -3.527755e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307058 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -35276960.000000 Penalty: 6286.154297
	Iteration 45Q: 3 clusters Score -3.527696e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308155 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -35276112.000000 Penalty: 6286.154297
	Iteration 46Q: 3 clusters Score -3.527611e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309097 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -35275476.000000 Penalty: 6286.154297
	Iteration 47Q: 3 clusters Score -3.527548e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309962 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -35274808.000000 Penalty: 6286.154297
	Iteration 48Q: 3 clusters Score -3.527481e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310744 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -35274196.000000 Penalty: 6286.154297
	Iteration 49Q: 3 clusters Score -3.52742e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311432 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -35273736.000000 Penalty: 6286.154297
	Iteration 50Q: 3 clusters Score -3.527374e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312017 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -35273120.000000 Penalty: 6286.154297
	Iteration 51Q: 3 clusters Score -3.527312e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312513 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -35272424.000000 Penalty: 6286.154297
	Iteration 52Q: 3 clusters Score -3.527242e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312951 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -35272112.000000 Penalty: 6286.154297
	Iteration 53Q: 3 clusters Score -3.527211e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313354 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -35271712.000000 Penalty: 6286.154297
	Iteration 54Q: 3 clusters Score -3.527171e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313715 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -35271236.000000 Penalty: 6286.154297
	Iteration 55Q: 3 clusters Score -3.527124e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314048 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -35270792.000000 Penalty: 6286.154297
	Iteration 56Q: 3 clusters Score -3.527079e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314320 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -35270508.000000 Penalty: 6286.154297
	Iteration 57Q: 3 clusters Score -3.527051e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314569 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -35270304.000000 Penalty: 6286.154297
	Iteration 58Q: 3 clusters Score -3.52703e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314803 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -35269968.000000 Penalty: 6286.154297
	Iteration 59Q: 3 clusters Score -3.526997e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315030 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -35269776.000000 Penalty: 6286.154297
	Iteration 60F: 3 clusters Score -3.526978e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315223 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -35269504.000000 Penalty: 6286.154297
	Iteration 61Q: 3 clusters Score -3.52695e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315391 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -35269264.000000 Penalty: 6286.154297
	Iteration 62Q: 3 clusters Score -3.526926e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315554 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -35269100.000000 Penalty: 6286.154297
	Iteration 63Q: 3 clusters Score -3.52691e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315681 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -35269012.000000 Penalty: 6286.154297
	Iteration 64Q: 3 clusters Score -3.526901e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315793 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -35268948.000000 Penalty: 6286.154297
	Iteration 65Q: 3 clusters Score -3.526895e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315900 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -35268756.000000 Penalty: 6286.154297
	Iteration 66Q: 3 clusters Score -3.526876e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315990 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -35268684.000000 Penalty: 6286.154297
	Iteration 67Q: 3 clusters Score -3.526868e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316065 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -35268564.000000 Penalty: 6286.154297
	Iteration 68Q: 3 clusters Score -3.526856e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316127 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -35268448.000000 Penalty: 6286.154297
	Iteration 69Q: 3 clusters Score -3.526845e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316188 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -35268336.000000 Penalty: 6286.154297
	Iteration 70Q: 3 clusters Score -3.526834e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316244 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -35268268.000000 Penalty: 6286.154297
	Iteration 71Q: 3 clusters Score -3.526827e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316300 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -35268220.000000 Penalty: 6286.154297
	Iteration 72Q: 3 clusters Score -3.526822e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316357 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -35268172.000000 Penalty: 6286.154297
	Iteration 73Q: 3 clusters Score -3.526817e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316411 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -35268128.000000 Penalty: 6286.154297
	Iteration 74Q: 3 clusters Score -3.526813e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316465 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -35268084.000000 Penalty: 6286.154297
	Iteration 75Q: 3 clusters Score -3.526808e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316511 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -35268004.000000 Penalty: 6286.154297
	Iteration 76Q: 3 clusters Score -3.5268e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316556 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -35267940.000000 Penalty: 6286.154297
	Iteration 77Q: 3 clusters Score -3.526794e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316601 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -35267868.000000 Penalty: 6286.154297
	Iteration 78Q: 3 clusters Score -3.526787e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316636 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -35267852.000000 Penalty: 6286.154297
	Iteration 79Q: 3 clusters Score -3.526785e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316669 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -35267796.000000 Penalty: 6286.154297
	Iteration 80F: 3 clusters Score -3.52678e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316706 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -35267736.000000 Penalty: 6286.154297
	Iteration 81Q: 3 clusters Score -3.526774e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316742 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -35267676.000000 Penalty: 6286.154297
	Iteration 82Q: 3 clusters Score -3.526768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316770 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -35267660.000000 Penalty: 6286.154297
	Iteration 83Q: 3 clusters Score -3.526766e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316792 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -35267588.000000 Penalty: 6286.154297
	Iteration 84Q: 3 clusters Score -3.526759e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316810 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -35267576.000000 Penalty: 6286.154297
	Iteration 85Q: 3 clusters Score -3.526758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316824 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -35267556.000000 Penalty: 6286.154297
	Iteration 86Q: 3 clusters Score -3.526756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316833 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -35267560.000000 Penalty: 6286.154297
	Iteration 87Q: 3 clusters Score -3.526756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316842 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -35267532.000000 Penalty: 6286.154297
	Iteration 88Q: 3 clusters Score -3.526753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316853 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -35267540.000000 Penalty: 6286.154297
	Iteration 89Q: 3 clusters Score -3.526754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316865 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -35267532.000000 Penalty: 6286.154297
	Iteration 90Q: 3 clusters Score -3.526753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316873 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -35267496.000000 Penalty: 6286.154297
	Iteration 91Q: 3 clusters Score -3.52675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316879 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -35267468.000000 Penalty: 6286.154297
	Iteration 92Q: 3 clusters Score -3.526747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316888 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -35267468.000000 Penalty: 6286.154297
	Iteration 93Q: 3 clusters Score -3.526747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316905 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -35267456.000000 Penalty: 6286.154297
	Iteration 94Q: 3 clusters Score -3.526746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316922 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -35267456.000000 Penalty: 6286.154297
	Iteration 95Q: 3 clusters Score -3.526746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316939 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -35267424.000000 Penalty: 6286.154297
	Iteration 96Q: 3 clusters Score -3.526742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316952 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -35267404.000000 Penalty: 6286.154297
	Iteration 97Q: 3 clusters Score -3.52674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316959 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -35267380.000000 Penalty: 6286.154297
	Iteration 98Q: 3 clusters Score -3.526738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316963 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -35267384.000000 Penalty: 6286.154297
	Iteration 99Q: 3 clusters Score -3.526738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316968 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -35267352.000000 Penalty: 6286.154297
	Iteration 100F: 3 clusters Score -3.526735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316975 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -35267348.000000 Penalty: 6286.154297
	Iteration 101Q: 3 clusters Score -3.526735e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316978 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -35267352.000000 Penalty: 6286.154297
	Iteration 102Q: 3 clusters Score -3.526735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316982 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -35267340.000000 Penalty: 6286.154297
	Iteration 103Q: 3 clusters Score -3.526734e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316985 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -35267316.000000 Penalty: 6286.154297
	Iteration 104Q: 3 clusters Score -3.526732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316986 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -35267320.000000 Penalty: 6286.154297
	Iteration 105Q: 3 clusters Score -3.526732e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316987 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -35267304.000000 Penalty: 6286.154297
	Iteration 106Q: 3 clusters Score -3.52673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316987 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -35267304.000000 Penalty: 6286.154297
	Iteration 107F: 3 clusters Score -3.52673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 26028 members 
Mstep: Class 5 contains 175664 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 33980 members 
Mstep: Class 8 contains 30501 members 
Mstep: Class 9 contains 3026 members 
Mstep: Class 10 contains 110865 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 316987 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27075 members 
Mstep: Class 16 contains 6924 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 82548 members 
Mstep: Class 20 contains 1060 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 2253 members 
Entering Unmasked Estep 
Score: -98005816.000000 Penalty: 74808.710938
Splitting cluster 13 changes total score from -98004568.000000 to -98005816.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -24091.599609 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -24091.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22931.435547 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -22931.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23047.460938 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -23047.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23071.816406 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -23071.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23084.589844 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -23084.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23084.589844 Penalty: 2805.372070
	Iteration 4F: 3 clusters Score -23084.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Entering Unmasked Estep 
Score: -3038934.500000 Penalty: 2531.178955
	Iteration 0F: 2 clusters Score -3038934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3020230.000000 Penalty: 5062.357910
	Iteration 0F: 3 clusters Score -3020230 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3026759.750000 Penalty: 5062.357910
	Iteration 1F: 3 clusters Score -3026760 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3027251.500000 Penalty: 5062.357910
	Iteration 2Q: 3 clusters Score -3027252 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3027821.750000 Penalty: 5062.357910
	Iteration 3Q: 3 clusters Score -3027822 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3028611.500000 Penalty: 5062.357910
	Iteration 4F: 3 clusters Score -3028612 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -3029753.000000 Penalty: 5062.357910
	Iteration 5F: 3 clusters Score -3029753 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3031329.000000 Penalty: 5062.357910
	Iteration 6F: 3 clusters Score -3031329 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -3033035.750000 Penalty: 5062.357910
	Iteration 7F: 3 clusters Score -3033036 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -3034449.000000 Penalty: 5062.357910
	Iteration 8F: 3 clusters Score -3034449 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -3035321.500000 Penalty: 5062.357910
	Iteration 9Q: 3 clusters Score -3035322 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3035849.000000 Penalty: 5062.357910
	Iteration 10Q: 3 clusters Score -3035849 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -3036176.750000 Penalty: 5062.357910
	Iteration 11Q: 3 clusters Score -3036177 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3036396.750000 Penalty: 5062.357910
	Iteration 12Q: 3 clusters Score -3036397 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3036607.000000 Penalty: 5062.357910
	Iteration 13Q: 3 clusters Score -3036607 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3036758.500000 Penalty: 5062.357910
	Iteration 14Q: 3 clusters Score -3036758 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3036895.750000 Penalty: 5062.357910
	Iteration 15Q: 3 clusters Score -3036896 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3036990.500000 Penalty: 5062.357910
	Iteration 16Q: 3 clusters Score -3036990 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3037092.250000 Penalty: 5062.357910
	Iteration 17Q: 3 clusters Score -3037092 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -3037158.500000 Penalty: 5062.357910
	Iteration 18Q: 3 clusters Score -3037158 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3037217.250000 Penalty: 5062.357910
	Iteration 19Q: 3 clusters Score -3037217 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -3037264.500000 Penalty: 5062.357910
	Iteration 20F: 3 clusters Score -3037264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3037282.250000 Penalty: 5062.357910
	Iteration 21Q: 3 clusters Score -3037282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3037310.250000 Penalty: 5062.357910
	Iteration 22Q: 3 clusters Score -3037310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3037323.000000 Penalty: 5062.357910
	Iteration 23Q: 3 clusters Score -3037323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3037340.250000 Penalty: 5062.357910
	Iteration 24Q: 3 clusters Score -3037340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -3037346.250000 Penalty: 5062.357910
	Iteration 25Q: 3 clusters Score -3037346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -3037355.500000 Penalty: 5062.357910
	Iteration 26Q: 3 clusters Score -3037356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3037358.000000 Penalty: 5062.357910
	Iteration 27Q: 3 clusters Score -3037358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -3037361.250000 Penalty: 5062.357910
	Iteration 28Q: 3 clusters Score -3037361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -3037360.500000 Penalty: 5062.357910
	Iteration 29Q: 3 clusters Score -3037360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3037360.000000 Penalty: 5062.357910
	Iteration 30Q: 3 clusters Score -3037360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -3037364.000000 Penalty: 5062.357910
	Iteration 31Q: 3 clusters Score -3037364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -3037361.000000 Penalty: 5062.357910
	Iteration 32Q: 3 clusters Score -3037361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3037363.750000 Penalty: 5062.357910
	Iteration 33Q: 3 clusters Score -3037364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3037366.750000 Penalty: 5062.357910
	Iteration 34Q: 3 clusters Score -3037367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -3037369.000000 Penalty: 5062.357910
	Iteration 35Q: 3 clusters Score -3037369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3037368.250000 Penalty: 5062.357910
	Iteration 36Q: 3 clusters Score -3037368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3037377.000000 Penalty: 5062.357910
	Iteration 37Q: 3 clusters Score -3037377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3037379.000000 Penalty: 5062.357910
	Iteration 38Q: 3 clusters Score -3037379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -3037384.000000 Penalty: 5062.357910
	Iteration 39Q: 3 clusters Score -3037384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3037388.500000 Penalty: 5062.357910
	Iteration 40F: 3 clusters Score -3037388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3037387.500000 Penalty: 5062.357910
	Iteration 41Q: 3 clusters Score -3037388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3037385.500000 Penalty: 5062.357910
	Iteration 42Q: 3 clusters Score -3037386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3037385.500000 Penalty: 5062.357910
	Iteration 43F: 3 clusters Score -3037386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Entering Unmasked Estep 
Score: -772503.500000 Penalty: 2193.001709
	Iteration 0F: 2 clusters Score -772503.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -766741.375000 Penalty: 4386.003418
	Iteration 0F: 3 clusters Score -766741.4 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -768214.687500 Penalty: 4386.003418
	Iteration 1F: 3 clusters Score -768214.7 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -768456.500000 Penalty: 4386.003418
	Iteration 2F: 3 clusters Score -768456.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -768591.437500 Penalty: 4386.003418
	Iteration 3Q: 3 clusters Score -768591.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -768671.312500 Penalty: 4386.003418
	Iteration 4Q: 3 clusters Score -768671.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -768734.625000 Penalty: 4386.003418
	Iteration 5Q: 3 clusters Score -768734.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -768779.187500 Penalty: 4386.003418
	Iteration 6Q: 3 clusters Score -768779.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -768818.437500 Penalty: 4386.003418
	Iteration 7Q: 3 clusters Score -768818.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -768850.625000 Penalty: 4386.003418
	Iteration 8Q: 3 clusters Score -768850.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -768884.812500 Penalty: 4386.003418
	Iteration 9Q: 3 clusters Score -768884.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -768919.937500 Penalty: 4386.003418
	Iteration 10Q: 3 clusters Score -768919.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -768954.125000 Penalty: 4386.003418
	Iteration 11Q: 3 clusters Score -768954.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -768986.750000 Penalty: 4386.003418
	Iteration 12Q: 3 clusters Score -768986.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -769026.250000 Penalty: 4386.003418
	Iteration 13Q: 3 clusters Score -769026.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -769062.500000 Penalty: 4386.003418
	Iteration 14Q: 3 clusters Score -769062.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -769097.062500 Penalty: 4386.003418
	Iteration 15Q: 3 clusters Score -769097.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -769135.062500 Penalty: 4386.003418
	Iteration 16Q: 3 clusters Score -769135.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -769168.062500 Penalty: 4386.003418
	Iteration 17Q: 3 clusters Score -769168.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -769221.375000 Penalty: 4386.003418
	Iteration 18Q: 3 clusters Score -769221.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -769291.937500 Penalty: 4386.003418
	Iteration 19Q: 3 clusters Score -769291.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -769368.562500 Penalty: 4386.003418
	Iteration 20F: 3 clusters Score -769368.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -769465.562500 Penalty: 4386.003418
	Iteration 21Q: 3 clusters Score -769465.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -769591.937500 Penalty: 4386.003418
	Iteration 22Q: 3 clusters Score -769591.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -769729.625000 Penalty: 4386.003418
	Iteration 23Q: 3 clusters Score -769729.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -769867.812500 Penalty: 4386.003418
	Iteration 24Q: 3 clusters Score -769867.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -769986.125000 Penalty: 4386.003418
	Iteration 25Q: 3 clusters Score -769986.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -770095.187500 Penalty: 4386.003418
	Iteration 26Q: 3 clusters Score -770095.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -770207.875000 Penalty: 4386.003418
	Iteration 27Q: 3 clusters Score -770207.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -770302.000000 Penalty: 4386.003418
	Iteration 28Q: 3 clusters Score -770302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -770375.812500 Penalty: 4386.003418
	Iteration 29Q: 3 clusters Score -770375.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -770413.375000 Penalty: 4386.003418
	Iteration 30Q: 3 clusters Score -770413.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -770448.437500 Penalty: 4386.003418
	Iteration 31Q: 3 clusters Score -770448.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -770480.125000 Penalty: 4386.003418
	Iteration 32Q: 3 clusters Score -770480.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -770507.125000 Penalty: 4386.003418
	Iteration 33Q: 3 clusters Score -770507.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -770525.562500 Penalty: 4386.003418
	Iteration 34Q: 3 clusters Score -770525.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -770548.375000 Penalty: 4386.003418
	Iteration 35Q: 3 clusters Score -770548.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -770569.375000 Penalty: 4386.003418
	Iteration 36Q: 3 clusters Score -770569.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -770577.062500 Penalty: 4386.003418
	Iteration 37Q: 3 clusters Score -770577.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -770585.125000 Penalty: 4386.003418
	Iteration 38Q: 3 clusters Score -770585.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -770586.812500 Penalty: 4386.003418
	Iteration 39Q: 3 clusters Score -770586.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -770589.062500 Penalty: 4386.003418
	Iteration 40F: 3 clusters Score -770589.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -770591.312500 Penalty: 4386.003418
	Iteration 41Q: 3 clusters Score -770591.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -770591.312500 Penalty: 4386.003418
	Iteration 42F: 3 clusters Score -770591.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Entering Unmasked Estep 
Score: -5562098.000000 Penalty: 2681.927490
	Iteration 0F: 2 clusters Score -5562098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -5528397.500000 Penalty: 5363.854980
	Iteration 0F: 3 clusters Score -5528398 nChanged 22925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -5540977.500000 Penalty: 5363.854980
	Iteration 1F: 3 clusters Score -5540978 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -5541439.000000 Penalty: 5363.854980
	Iteration 2Q: 3 clusters Score -5541439 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -5541874.000000 Penalty: 5363.854980
	Iteration 3Q: 3 clusters Score -5541874 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -5542405.000000 Penalty: 5363.854980
	Iteration 4Q: 3 clusters Score -5542405 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -5542955.500000 Penalty: 5363.854980
	Iteration 5Q: 3 clusters Score -5542956 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -5543717.500000 Penalty: 5363.854980
	Iteration 6Q: 3 clusters Score -5543718 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -5544946.500000 Penalty: 5363.854980
	Iteration 7Q: 3 clusters Score -5544946 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -5546737.000000 Penalty: 5363.854980
	Iteration 8F: 3 clusters Score -5546737 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -5549157.500000 Penalty: 5363.854980
	Iteration 9F: 3 clusters Score -5549158 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -5551876.500000 Penalty: 5363.854980
	Iteration 10F: 3 clusters Score -5551876 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -5554385.000000 Penalty: 5363.854980
	Iteration 11F: 3 clusters Score -5554385 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -5556158.500000 Penalty: 5363.854980
	Iteration 12Q: 3 clusters Score -5556158 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -5557302.500000 Penalty: 5363.854980
	Iteration 13Q: 3 clusters Score -5557302 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -5557990.000000 Penalty: 5363.854980
	Iteration 14Q: 3 clusters Score -5557990 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -5558446.000000 Penalty: 5363.854980
	Iteration 15Q: 3 clusters Score -5558446 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -5558776.500000 Penalty: 5363.854980
	Iteration 16Q: 3 clusters Score -5558776 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -5559017.000000 Penalty: 5363.854980
	Iteration 17Q: 3 clusters Score -5559017 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -5559171.500000 Penalty: 5363.854980
	Iteration 18Q: 3 clusters Score -5559172 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -5559297.500000 Penalty: 5363.854980
	Iteration 19Q: 3 clusters Score -5559298 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -5559404.000000 Penalty: 5363.854980
	Iteration 20F: 3 clusters Score -5559404 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -5559489.000000 Penalty: 5363.854980
	Iteration 21Q: 3 clusters Score -5559489 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -5559574.500000 Penalty: 5363.854980
	Iteration 22Q: 3 clusters Score -5559574 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -5559641.500000 Penalty: 5363.854980
	Iteration 23Q: 3 clusters Score -5559642 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -5559681.500000 Penalty: 5363.854980
	Iteration 24Q: 3 clusters Score -5559682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -5559717.000000 Penalty: 5363.854980
	Iteration 25Q: 3 clusters Score -5559717 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -5559758.000000 Penalty: 5363.854980
	Iteration 26Q: 3 clusters Score -5559758 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -5559814.000000 Penalty: 5363.854980
	Iteration 27Q: 3 clusters Score -5559814 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -5559859.000000 Penalty: 5363.854980
	Iteration 28Q: 3 clusters Score -5559859 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -5559886.000000 Penalty: 5363.854980
	Iteration 29Q: 3 clusters Score -5559886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -5559914.000000 Penalty: 5363.854980
	Iteration 30Q: 3 clusters Score -5559914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -5559939.500000 Penalty: 5363.854980
	Iteration 31Q: 3 clusters Score -5559940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -5559969.000000 Penalty: 5363.854980
	Iteration 32Q: 3 clusters Score -5559969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -5559987.500000 Penalty: 5363.854980
	Iteration 33Q: 3 clusters Score -5559988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -5560004.500000 Penalty: 5363.854980
	Iteration 34Q: 3 clusters Score -5560004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -5560014.000000 Penalty: 5363.854980
	Iteration 35Q: 3 clusters Score -5560014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -5560016.000000 Penalty: 5363.854980
	Iteration 36Q: 3 clusters Score -5560016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -5560029.000000 Penalty: 5363.854980
	Iteration 37Q: 3 clusters Score -5560029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -5560028.000000 Penalty: 5363.854980
	Iteration 38Q: 3 clusters Score -5560028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -5560027.000000 Penalty: 5363.854980
	Iteration 39Q: 3 clusters Score -5560027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -5560031.500000 Penalty: 5363.854980
	Iteration 40F: 3 clusters Score -5560032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -5560033.000000 Penalty: 5363.854980
	Iteration 41Q: 3 clusters Score -5560033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -5560039.000000 Penalty: 5363.854980
	Iteration 42Q: 3 clusters Score -5560039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -5560039.000000 Penalty: 5363.854980
	Iteration 43F: 3 clusters Score -5560039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Entering Unmasked Estep 
Score: -741493.062500 Penalty: 2186.542725
	Iteration 0F: 2 clusters Score -741493.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -735874.687500 Penalty: 4373.085449
	Iteration 0F: 3 clusters Score -735874.7 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -737265.000000 Penalty: 4373.085449
	Iteration 1F: 3 clusters Score -737265 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -737522.687500 Penalty: 4373.085449
	Iteration 2F: 3 clusters Score -737522.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -737691.125000 Penalty: 4373.085449
	Iteration 3F: 3 clusters Score -737691.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -737830.625000 Penalty: 4373.085449
	Iteration 4Q: 3 clusters Score -737830.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -737951.750000 Penalty: 4373.085449
	Iteration 5Q: 3 clusters Score -737951.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -738064.312500 Penalty: 4373.085449
	Iteration 6Q: 3 clusters Score -738064.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -738180.000000 Penalty: 4373.085449
	Iteration 7Q: 3 clusters Score -738180 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -738314.562500 Penalty: 4373.085449
	Iteration 8Q: 3 clusters Score -738314.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -738446.000000 Penalty: 4373.085449
	Iteration 9Q: 3 clusters Score -738446 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -738568.062500 Penalty: 4373.085449
	Iteration 10Q: 3 clusters Score -738568.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -738705.625000 Penalty: 4373.085449
	Iteration 11Q: 3 clusters Score -738705.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -738822.375000 Penalty: 4373.085449
	Iteration 12Q: 3 clusters Score -738822.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -738930.625000 Penalty: 4373.085449
	Iteration 13Q: 3 clusters Score -738930.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -739043.937500 Penalty: 4373.085449
	Iteration 14Q: 3 clusters Score -739043.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -739125.187500 Penalty: 4373.085449
	Iteration 15Q: 3 clusters Score -739125.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -739195.062500 Penalty: 4373.085449
	Iteration 16Q: 3 clusters Score -739195.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -739251.437500 Penalty: 4373.085449
	Iteration 17Q: 3 clusters Score -739251.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -739305.062500 Penalty: 4373.085449
	Iteration 18Q: 3 clusters Score -739305.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -739350.562500 Penalty: 4373.085449
	Iteration 19Q: 3 clusters Score -739350.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -739394.187500 Penalty: 4373.085449
	Iteration 20F: 3 clusters Score -739394.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -739431.062500 Penalty: 4373.085449
	Iteration 21Q: 3 clusters Score -739431.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -739458.062500 Penalty: 4373.085449
	Iteration 22Q: 3 clusters Score -739458.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -739482.125000 Penalty: 4373.085449
	Iteration 23Q: 3 clusters Score -739482.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -739507.312500 Penalty: 4373.085449
	Iteration 24Q: 3 clusters Score -739507.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -739521.875000 Penalty: 4373.085449
	Iteration 25Q: 3 clusters Score -739521.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -739533.500000 Penalty: 4373.085449
	Iteration 26Q: 3 clusters Score -739533.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -739542.125000 Penalty: 4373.085449
	Iteration 27Q: 3 clusters Score -739542.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -739547.812500 Penalty: 4373.085449
	Iteration 28Q: 3 clusters Score -739547.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -739551.937500 Penalty: 4373.085449
	Iteration 29Q: 3 clusters Score -739551.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -739557.250000 Penalty: 4373.085449
	Iteration 30Q: 3 clusters Score -739557.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -739557.125000 Penalty: 4373.085449
	Iteration 31Q: 3 clusters Score -739557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -739557.437500 Penalty: 4373.085449
	Iteration 32Q: 3 clusters Score -739557.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -739557.437500 Penalty: 4373.085449
	Iteration 33F: 3 clusters Score -739557.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (82548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Entering Unmasked Estep 
Score: -9343915.000000 Penalty: 2807.641602
	Iteration 0F: 2 clusters Score -9343915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -9288683.000000 Penalty: 5615.283203
	Iteration 0F: 3 clusters Score -9288683 nChanged 38689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -9310685.000000 Penalty: 5615.283203
	Iteration 1F: 3 clusters Score -9310685 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -9311672.000000 Penalty: 5615.283203
	Iteration 2Q: 3 clusters Score -9311672 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -9313067.000000 Penalty: 5615.283203
	Iteration 3Q: 3 clusters Score -9313067 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -9314661.000000 Penalty: 5615.283203
	Iteration 4Q: 3 clusters Score -9314661 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -9316648.000000 Penalty: 5615.283203
	Iteration 5Q: 3 clusters Score -9316648 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -9318933.000000 Penalty: 5615.283203
	Iteration 6F: 3 clusters Score -9318933 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -9322089.000000 Penalty: 5615.283203
	Iteration 7F: 3 clusters Score -9322089 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -9326213.000000 Penalty: 5615.283203
	Iteration 8F: 3 clusters Score -9326213 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -9330086.000000 Penalty: 5615.283203
	Iteration 9F: 3 clusters Score -9330086 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -9332660.000000 Penalty: 5615.283203
	Iteration 10F: 3 clusters Score -9332660 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -9333972.000000 Penalty: 5615.283203
	Iteration 11Q: 3 clusters Score -9333972 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -9334904.000000 Penalty: 5615.283203
	Iteration 12Q: 3 clusters Score -9334904 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 59289 members 
Entering Unmasked Estep 
Score: -9335694.000000 Penalty: 5615.283203
	Iteration 13Q: 3 clusters Score -9335694 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -9336352.000000 Penalty: 5615.283203
	Iteration 14Q: 3 clusters Score -9336352 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -9336874.000000 Penalty: 5615.283203
	Iteration 15Q: 3 clusters Score -9336874 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -9337425.000000 Penalty: 5615.283203
	Iteration 16Q: 3 clusters Score -9337425 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -9337947.000000 Penalty: 5615.283203
	Iteration 17Q: 3 clusters Score -9337947 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 66076 members 
Entering Unmasked Estep 
Score: -9338415.000000 Penalty: 5615.283203
	Iteration 18Q: 3 clusters Score -9338415 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 67257 members 
Entering Unmasked Estep 
Score: -9338834.000000 Penalty: 5615.283203
	Iteration 19Q: 3 clusters Score -9338834 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 68361 members 
Entering Unmasked Estep 
Score: -9339239.000000 Penalty: 5615.283203
	Iteration 20F: 3 clusters Score -9339239 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 69389 members 
Entering Unmasked Estep 
Score: -9339554.000000 Penalty: 5615.283203
	Iteration 21Q: 3 clusters Score -9339554 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 70353 members 
Entering Unmasked Estep 
Score: -9339829.000000 Penalty: 5615.283203
	Iteration 22Q: 3 clusters Score -9339829 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 71244 members 
Entering Unmasked Estep 
Score: -9340086.000000 Penalty: 5615.283203
	Iteration 23Q: 3 clusters Score -9340086 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -9340356.000000 Penalty: 5615.283203
	Iteration 24Q: 3 clusters Score -9340356 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -9340639.000000 Penalty: 5615.283203
	Iteration 25Q: 3 clusters Score -9340639 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 73546 members 
Entering Unmasked Estep 
Score: -9340926.000000 Penalty: 5615.283203
	Iteration 26Q: 3 clusters Score -9340926 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -9341107.000000 Penalty: 5615.283203
	Iteration 27Q: 3 clusters Score -9341107 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 74778 members 
Entering Unmasked Estep 
Score: -9341335.000000 Penalty: 5615.283203
	Iteration 28Q: 3 clusters Score -9341335 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -9341482.000000 Penalty: 5615.283203
	Iteration 29Q: 3 clusters Score -9341482 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 75822 members 
Entering Unmasked Estep 
Score: -9341655.000000 Penalty: 5615.283203
	Iteration 30Q: 3 clusters Score -9341655 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 76285 members 
Entering Unmasked Estep 
Score: -9341769.000000 Penalty: 5615.283203
	Iteration 31Q: 3 clusters Score -9341769 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 76689 members 
Entering Unmasked Estep 
Score: -9341891.000000 Penalty: 5615.283203
	Iteration 32Q: 3 clusters Score -9341891 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -9342011.000000 Penalty: 5615.283203
	Iteration 33Q: 3 clusters Score -9342011 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 77390 members 
Entering Unmasked Estep 
Score: -9342099.000000 Penalty: 5615.283203
	Iteration 34Q: 3 clusters Score -9342099 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 77669 members 
Entering Unmasked Estep 
Score: -9342187.000000 Penalty: 5615.283203
	Iteration 35Q: 3 clusters Score -9342187 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 77915 members 
Entering Unmasked Estep 
Score: -9342209.000000 Penalty: 5615.283203
	Iteration 36Q: 3 clusters Score -9342209 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -9342267.000000 Penalty: 5615.283203
	Iteration 37Q: 3 clusters Score -9342267 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -9342336.000000 Penalty: 5615.283203
	Iteration 38Q: 3 clusters Score -9342336 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 78497 members 
Entering Unmasked Estep 
Score: -9342394.000000 Penalty: 5615.283203
	Iteration 39Q: 3 clusters Score -9342394 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 78648 members 
Entering Unmasked Estep 
Score: -9342439.000000 Penalty: 5615.283203
	Iteration 40F: 3 clusters Score -9342439 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 78787 members 
Entering Unmasked Estep 
Score: -9342492.000000 Penalty: 5615.283203
	Iteration 41Q: 3 clusters Score -9342492 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 78906 members 
Entering Unmasked Estep 
Score: -9342503.000000 Penalty: 5615.283203
	Iteration 42Q: 3 clusters Score -9342503 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -9342524.000000 Penalty: 5615.283203
	Iteration 43Q: 3 clusters Score -9342524 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 79126 members 
Entering Unmasked Estep 
Score: -9342548.000000 Penalty: 5615.283203
	Iteration 44Q: 3 clusters Score -9342548 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 79221 members 
Entering Unmasked Estep 
Score: -9342547.000000 Penalty: 5615.283203
	Iteration 45Q: 3 clusters Score -9342547 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 79306 members 
Entering Unmasked Estep 
Score: -9342562.000000 Penalty: 5615.283203
	Iteration 46Q: 3 clusters Score -9342562 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 79389 members 
Entering Unmasked Estep 
Score: -9342606.000000 Penalty: 5615.283203
	Iteration 47Q: 3 clusters Score -9342606 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 79473 members 
Entering Unmasked Estep 
Score: -9342625.000000 Penalty: 5615.283203
	Iteration 48Q: 3 clusters Score -9342625 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 79546 members 
Entering Unmasked Estep 
Score: -9342627.000000 Penalty: 5615.283203
	Iteration 49Q: 3 clusters Score -9342627 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 79609 members 
Entering Unmasked Estep 
Score: -9342622.000000 Penalty: 5615.283203
	Iteration 50Q: 3 clusters Score -9342622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 79669 members 
Entering Unmasked Estep 
Score: -9342638.000000 Penalty: 5615.283203
	Iteration 51Q: 3 clusters Score -9342638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 79718 members 
Entering Unmasked Estep 
Score: -9342663.000000 Penalty: 5615.283203
	Iteration 52Q: 3 clusters Score -9342663 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 79758 members 
Entering Unmasked Estep 
Score: -9342670.000000 Penalty: 5615.283203
	Iteration 53Q: 3 clusters Score -9342670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -9342677.000000 Penalty: 5615.283203
	Iteration 54Q: 3 clusters Score -9342677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 79841 members 
Entering Unmasked Estep 
Score: -9342685.000000 Penalty: 5615.283203
	Iteration 55Q: 3 clusters Score -9342685 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -9342695.000000 Penalty: 5615.283203
	Iteration 56Q: 3 clusters Score -9342695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -9342691.000000 Penalty: 5615.283203
	Iteration 57Q: 3 clusters Score -9342691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -9342716.000000 Penalty: 5615.283203
	Iteration 58Q: 3 clusters Score -9342716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -9342728.000000 Penalty: 5615.283203
	Iteration 59Q: 3 clusters Score -9342728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 80002 members 
Entering Unmasked Estep 
Score: -9342716.000000 Penalty: 5615.283203
	Iteration 60F: 3 clusters Score -9342716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -9342720.000000 Penalty: 5615.283203
	Iteration 61Q: 3 clusters Score -9342720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 80040 members 
Entering Unmasked Estep 
Score: -9342729.000000 Penalty: 5615.283203
	Iteration 62Q: 3 clusters Score -9342729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 80070 members 
Entering Unmasked Estep 
Score: -9342748.000000 Penalty: 5615.283203
	Iteration 63Q: 3 clusters Score -9342748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -9342752.000000 Penalty: 5615.283203
	Iteration 64Q: 3 clusters Score -9342752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 80112 members 
Entering Unmasked Estep 
Score: -9342749.000000 Penalty: 5615.283203
	Iteration 65Q: 3 clusters Score -9342749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 80130 members 
Entering Unmasked Estep 
Score: -9342764.000000 Penalty: 5615.283203
	Iteration 66Q: 3 clusters Score -9342764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 80142 members 
Entering Unmasked Estep 
Score: -9342754.000000 Penalty: 5615.283203
	Iteration 67Q: 3 clusters Score -9342754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 80149 members 
Entering Unmasked Estep 
Score: -9342770.000000 Penalty: 5615.283203
	Iteration 68Q: 3 clusters Score -9342770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 80160 members 
Entering Unmasked Estep 
Score: -9342757.000000 Penalty: 5615.283203
	Iteration 69Q: 3 clusters Score -9342757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 80176 members 
Entering Unmasked Estep 
Score: -9342761.000000 Penalty: 5615.283203
	Iteration 70Q: 3 clusters Score -9342761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 80186 members 
Entering Unmasked Estep 
Score: -9342767.000000 Penalty: 5615.283203
	Iteration 71Q: 3 clusters Score -9342767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 80189 members 
Entering Unmasked Estep 
Score: -9342765.000000 Penalty: 5615.283203
	Iteration 72Q: 3 clusters Score -9342765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -9342768.000000 Penalty: 5615.283203
	Iteration 73Q: 3 clusters Score -9342768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 80201 members 
Entering Unmasked Estep 
Score: -9342768.000000 Penalty: 5615.283203
	Iteration 74Q: 3 clusters Score -9342768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 80204 members 
Entering Unmasked Estep 
Score: -9342765.000000 Penalty: 5615.283203
	Iteration 75Q: 3 clusters Score -9342765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 80208 members 
Entering Unmasked Estep 
Score: -9342758.000000 Penalty: 5615.283203
	Iteration 76Q: 3 clusters Score -9342758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 80213 members 
Entering Unmasked Estep 
Score: -9342773.000000 Penalty: 5615.283203
	Iteration 77Q: 3 clusters Score -9342773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 80218 members 
Entering Unmasked Estep 
Score: -9342772.000000 Penalty: 5615.283203
	Iteration 78Q: 3 clusters Score -9342772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 80222 members 
Entering Unmasked Estep 
Score: -9342774.000000 Penalty: 5615.283203
	Iteration 79Q: 3 clusters Score -9342774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 80224 members 
Entering Unmasked Estep 
Score: -9342778.000000 Penalty: 5615.283203
	Iteration 80F: 3 clusters Score -9342778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 80229 members 
Entering Unmasked Estep 
Score: -9342782.000000 Penalty: 5615.283203
	Iteration 81Q: 3 clusters Score -9342782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -9342780.000000 Penalty: 5615.283203
	Iteration 82Q: 3 clusters Score -9342780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 80241 members 
Entering Unmasked Estep 
Score: -9342786.000000 Penalty: 5615.283203
	Iteration 83Q: 3 clusters Score -9342786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 80243 members 
Entering Unmasked Estep 
Score: -9342781.000000 Penalty: 5615.283203
	Iteration 84Q: 3 clusters Score -9342781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -9342791.000000 Penalty: 5615.283203
	Iteration 85Q: 3 clusters Score -9342791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 80248 members 
Entering Unmasked Estep 
Score: -9342791.000000 Penalty: 5615.283203
	Iteration 86F: 3 clusters Score -9342791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 26028 members 
Mstep: Class 5 contains 175664 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 33980 members 
Mstep: Class 8 contains 30501 members 
Mstep: Class 9 contains 3026 members 
Mstep: Class 10 contains 110865 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 316987 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27075 members 
Mstep: Class 16 contains 6924 members 
Mstep: Class 17 contains 49723 members 
Mstep: Class 18 contains 6746 members 
Mstep: Class 19 contains 82548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2917.284424 but Gain 3400.398438
Score: -98006784.000000 Penalty: 71408.312500
Iteration 79Q: 22 clusters Score -9.800678e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 26026 members 
Mstep: Class 5 contains 175078 members 
Mstep: Class 6 contains 891 members 
Mstep: Class 7 contains 35213 members 
Mstep: Class 8 contains 30525 members 
Mstep: Class 9 contains 3022 members 
Mstep: Class 10 contains 110774 members 
Mstep: Class 11 contains 2201 members 
Mstep: Class 12 contains 11207 members 
Mstep: Class 13 contains 319076 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27062 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 49671 members 
Mstep: Class 18 contains 6748 members 
Mstep: Class 19 contains 82394 members 
Mstep: Class 20 contains 1060 members 
Mstep: Class 21 contains 1716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006464.000000 Penalty: 71408.312500
Iteration 80F: 22 clusters Score -9.800646e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1551 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 26024 members 
Mstep: Class 5 contains 174938 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 35487 members 
Mstep: Class 8 contains 30602 members 
Mstep: Class 9 contains 3020 members 
Mstep: Class 10 contains 110775 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 11204 members 
Mstep: Class 13 contains 319183 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27061 members 
Mstep: Class 16 contains 6358 members 
Mstep: Class 17 contains 49694 members 
Mstep: Class 18 contains 6750 members 
Mstep: Class 19 contains 82356 members 
Mstep: Class 20 contains 1060 members 
Mstep: Class 21 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006736.000000 Penalty: 71408.312500
Iteration 81Q: 22 clusters Score -9.800674e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 26022 members 
Mstep: Class 5 contains 174775 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 35738 members 
Mstep: Class 8 contains 30682 members 
Mstep: Class 9 contains 3018 members 
Mstep: Class 10 contains 110785 members 
Mstep: Class 11 contains 2222 members 
Mstep: Class 12 contains 11202 members 
Mstep: Class 13 contains 319275 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27060 members 
Mstep: Class 16 contains 6070 members 
Mstep: Class 17 contains 49700 members 
Mstep: Class 18 contains 6751 members 
Mstep: Class 19 contains 82319 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 1795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007088.000000 Penalty: 71408.312500
Iteration 82Q: 22 clusters Score -9.800709e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 26023 members 
Mstep: Class 5 contains 174626 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 35987 members 
Mstep: Class 8 contains 30753 members 
Mstep: Class 9 contains 3015 members 
Mstep: Class 10 contains 110799 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 12 contains 11201 members 
Mstep: Class 13 contains 319330 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27060 members 
Mstep: Class 16 contains 5792 members 
Mstep: Class 17 contains 49709 members 
Mstep: Class 18 contains 6752 members 
Mstep: Class 19 contains 82293 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 1848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007096.000000 Penalty: 71408.312500
Iteration 83Q: 22 clusters Score -9.80071e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 3354 members 
Mstep: Class 4 contains 26024 members 
Mstep: Class 5 contains 174456 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 36226 members 
Mstep: Class 8 contains 30818 members 
Mstep: Class 9 contains 3010 members 
Mstep: Class 10 contains 110810 members 
Mstep: Class 11 contains 2228 members 
Mstep: Class 12 contains 11201 members 
Mstep: Class 13 contains 319373 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27060 members 
Mstep: Class 16 contains 5547 members 
Mstep: Class 17 contains 49716 members 
Mstep: Class 18 contains 6755 members 
Mstep: Class 19 contains 82278 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 1905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007120.000000 Penalty: 71408.312500
Iteration 84Q: 22 clusters Score -9.800712e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 3358 members 
Mstep: Class 4 contains 26021 members 
Mstep: Class 5 contains 174257 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 36437 members 
Mstep: Class 8 contains 30877 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 110817 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 11200 members 
Mstep: Class 13 contains 319451 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27061 members 
Mstep: Class 16 contains 5327 members 
Mstep: Class 17 contains 49730 members 
Mstep: Class 18 contains 6756 members 
Mstep: Class 19 contains 82265 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007272.000000 Penalty: 71408.312500
Iteration 85Q: 22 clusters Score -9.800727e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 3361 members 
Mstep: Class 4 contains 26020 members 
Mstep: Class 5 contains 174091 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 36640 members 
Mstep: Class 8 contains 30945 members 
Mstep: Class 9 contains 3002 members 
Mstep: Class 10 contains 110829 members 
Mstep: Class 11 contains 2232 members 
Mstep: Class 12 contains 11200 members 
Mstep: Class 13 contains 319490 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27059 members 
Mstep: Class 16 contains 5131 members 
Mstep: Class 17 contains 49738 members 
Mstep: Class 18 contains 6757 members 
Mstep: Class 19 contains 82243 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007512.000000 Penalty: 71408.312500
Iteration 86Q: 22 clusters Score -9.800751e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3363 members 
Mstep: Class 4 contains 26020 members 
Mstep: Class 5 contains 173958 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 36827 members 
Mstep: Class 8 contains 30991 members 
Mstep: Class 9 contains 3001 members 
Mstep: Class 10 contains 110834 members 
Mstep: Class 11 contains 2235 members 
Mstep: Class 12 contains 11198 members 
Mstep: Class 13 contains 319510 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27061 members 
Mstep: Class 16 contains 4953 members 
Mstep: Class 17 contains 49744 members 
Mstep: Class 18 contains 6758 members 
Mstep: Class 19 contains 82228 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007672.000000 Penalty: 71408.312500
Iteration 87Q: 22 clusters Score -9.800767e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 4 contains 26025 members 
Mstep: Class 5 contains 173818 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 37023 members 
Mstep: Class 8 contains 31031 members 
Mstep: Class 9 contains 2997 members 
Mstep: Class 10 contains 110844 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 11197 members 
Mstep: Class 13 contains 319545 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27061 members 
Mstep: Class 16 contains 4780 members 
Mstep: Class 17 contains 49745 members 
Mstep: Class 18 contains 6759 members 
Mstep: Class 19 contains 82207 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007856.000000 Penalty: 71408.312500
Iteration 88Q: 22 clusters Score -9.800786e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 4 contains 26029 members 
Mstep: Class 5 contains 173685 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 37185 members 
Mstep: Class 8 contains 31076 members 
Mstep: Class 9 contains 2996 members 
Mstep: Class 10 contains 110847 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 11197 members 
Mstep: Class 13 contains 319598 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27061 members 
Mstep: Class 16 contains 4611 members 
Mstep: Class 17 contains 49754 members 
Mstep: Class 18 contains 6760 members 
Mstep: Class 19 contains 82187 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007800.000000 Penalty: 71408.312500
Iteration 89Q: 22 clusters Score -9.80078e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 4 contains 26032 members 
Mstep: Class 5 contains 173580 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 37323 members 
Mstep: Class 8 contains 31106 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 110844 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 11197 members 
Mstep: Class 13 contains 319661 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27061 members 
Mstep: Class 16 contains 4443 members 
Mstep: Class 17 contains 49765 members 
Mstep: Class 18 contains 6762 members 
Mstep: Class 19 contains 82178 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007888.000000 Penalty: 71408.312500
Iteration 90Q: 22 clusters Score -9.800789e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 3365 members 
Mstep: Class 4 contains 26036 members 
Mstep: Class 5 contains 173483 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 31131 members 
Mstep: Class 9 contains 2990 members 
Mstep: Class 10 contains 110850 members 
Mstep: Class 11 contains 2240 members 
Mstep: Class 12 contains 11198 members 
Mstep: Class 13 contains 319677 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27061 members 
Mstep: Class 16 contains 4289 members 
Mstep: Class 17 contains 49785 members 
Mstep: Class 18 contains 6763 members 
Mstep: Class 19 contains 82170 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007944.000000 Penalty: 71408.312500
Iteration 91Q: 22 clusters Score -9.800794e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 3366 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 173368 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 37586 members 
Mstep: Class 8 contains 31155 members 
Mstep: Class 9 contains 2986 members 
Mstep: Class 10 contains 110861 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 11197 members 
Mstep: Class 13 contains 319703 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27058 members 
Mstep: Class 16 contains 4148 members 
Mstep: Class 17 contains 49809 members 
Mstep: Class 18 contains 6764 members 
Mstep: Class 19 contains 82162 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008104.000000 Penalty: 71408.312500
Iteration 92Q: 22 clusters Score -9.80081e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 26044 members 
Mstep: Class 5 contains 173259 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 37683 members 
Mstep: Class 8 contains 31173 members 
Mstep: Class 9 contains 2981 members 
Mstep: Class 10 contains 110873 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 11196 members 
Mstep: Class 13 contains 319729 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27059 members 
Mstep: Class 16 contains 4041 members 
Mstep: Class 17 contains 49827 members 
Mstep: Class 18 contains 6765 members 
Mstep: Class 19 contains 82162 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008136.000000 Penalty: 71408.312500
Iteration 93Q: 22 clusters Score -9.800814e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 3368 members 
Mstep: Class 4 contains 26050 members 
Mstep: Class 5 contains 173149 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 37769 members 
Mstep: Class 8 contains 31191 members 
Mstep: Class 9 contains 2976 members 
Mstep: Class 10 contains 110886 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 11195 members 
Mstep: Class 13 contains 319741 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27055 members 
Mstep: Class 16 contains 3956 members 
Mstep: Class 17 contains 49840 members 
Mstep: Class 18 contains 6768 members 
Mstep: Class 19 contains 82165 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008232.000000 Penalty: 71408.312500
Iteration 94Q: 22 clusters Score -9.800823e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 3369 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 173055 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 37831 members 
Mstep: Class 8 contains 31204 members 
Mstep: Class 9 contains 2975 members 
Mstep: Class 10 contains 110889 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 11195 members 
Mstep: Class 13 contains 319776 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27052 members 
Mstep: Class 16 contains 3870 members 
Mstep: Class 17 contains 49853 members 
Mstep: Class 18 contains 6770 members 
Mstep: Class 19 contains 82160 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008424.000000 Penalty: 71408.312500
Iteration 95Q: 22 clusters Score -9.800842e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26059 members 
Mstep: Class 5 contains 172925 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 37915 members 
Mstep: Class 8 contains 31218 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 110900 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 11195 members 
Mstep: Class 13 contains 319842 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27050 members 
Mstep: Class 16 contains 3772 members 
Mstep: Class 17 contains 49856 members 
Mstep: Class 18 contains 6770 members 
Mstep: Class 19 contains 82162 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008456.000000 Penalty: 71408.312500
Iteration 96Q: 22 clusters Score -9.800846e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26066 members 
Mstep: Class 5 contains 172815 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 37993 members 
Mstep: Class 8 contains 31216 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 110910 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 319910 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27050 members 
Mstep: Class 16 contains 3680 members 
Mstep: Class 17 contains 49862 members 
Mstep: Class 18 contains 6772 members 
Mstep: Class 19 contains 82159 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008608.000000 Penalty: 71408.312500
Iteration 97Q: 22 clusters Score -9.800861e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26069 members 
Mstep: Class 5 contains 172720 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38084 members 
Mstep: Class 8 contains 31230 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 110928 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 319935 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27049 members 
Mstep: Class 16 contains 3580 members 
Mstep: Class 17 contains 49869 members 
Mstep: Class 18 contains 6773 members 
Mstep: Class 19 contains 82159 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008696.000000 Penalty: 71408.312500
Iteration 98Q: 22 clusters Score -9.80087e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26070 members 
Mstep: Class 5 contains 172666 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38182 members 
Mstep: Class 8 contains 31239 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 110939 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 11193 members 
Mstep: Class 13 contains 319933 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27052 members 
Mstep: Class 16 contains 3496 members 
Mstep: Class 17 contains 49862 members 
Mstep: Class 18 contains 6775 members 
Mstep: Class 19 contains 82146 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008736.000000 Penalty: 71408.312500
Iteration 99Q: 22 clusters Score -9.800874e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26071 members 
Mstep: Class 5 contains 172608 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38294 members 
Mstep: Class 8 contains 31243 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 110949 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 319948 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27048 members 
Mstep: Class 16 contains 3401 members 
Mstep: Class 17 contains 49864 members 
Mstep: Class 18 contains 6774 members 
Mstep: Class 19 contains 82129 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008792.000000 Penalty: 71408.312500
Iteration 100F: 22 clusters Score -9.800879e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26072 members 
Mstep: Class 5 contains 172537 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38381 members 
Mstep: Class 8 contains 31251 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 110953 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 11196 members 
Mstep: Class 13 contains 319962 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27051 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 49869 members 
Mstep: Class 18 contains 6772 members 
Mstep: Class 19 contains 82114 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008920.000000 Penalty: 71408.312500
Iteration 101Q: 22 clusters Score -9.800892e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26073 members 
Mstep: Class 5 contains 172474 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38455 members 
Mstep: Class 8 contains 31260 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 110954 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 11198 members 
Mstep: Class 13 contains 319975 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27051 members 
Mstep: Class 16 contains 3249 members 
Mstep: Class 17 contains 49871 members 
Mstep: Class 18 contains 6774 members 
Mstep: Class 19 contains 82104 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008960.000000 Penalty: 71408.312500
Iteration 102Q: 22 clusters Score -9.800896e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26069 members 
Mstep: Class 5 contains 172433 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38519 members 
Mstep: Class 8 contains 31283 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 110958 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 11199 members 
Mstep: Class 13 contains 319973 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27051 members 
Mstep: Class 16 contains 3183 members 
Mstep: Class 17 contains 49872 members 
Mstep: Class 18 contains 6775 members 
Mstep: Class 19 contains 82084 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008784.000000 Penalty: 71408.312500
Iteration 103Q: 22 clusters Score -9.800878e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26072 members 
Mstep: Class 5 contains 172379 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38600 members 
Mstep: Class 8 contains 31296 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110959 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 11199 members 
Mstep: Class 13 contains 319963 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27051 members 
Mstep: Class 16 contains 3127 members 
Mstep: Class 17 contains 49868 members 
Mstep: Class 18 contains 6776 members 
Mstep: Class 19 contains 82074 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008912.000000 Penalty: 71408.312500
Iteration 104Q: 22 clusters Score -9.800891e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26077 members 
Mstep: Class 5 contains 172298 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38662 members 
Mstep: Class 8 contains 31316 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 110955 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 11201 members 
Mstep: Class 13 contains 319993 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27051 members 
Mstep: Class 16 contains 3077 members 
Mstep: Class 17 contains 49865 members 
Mstep: Class 18 contains 6777 members 
Mstep: Class 19 contains 82061 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008832.000000 Penalty: 71408.312500
Iteration 105Q: 22 clusters Score -9.800883e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26083 members 
Mstep: Class 5 contains 172204 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38720 members 
Mstep: Class 8 contains 31338 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 110953 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 11201 members 
Mstep: Class 13 contains 320024 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27049 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 49861 members 
Mstep: Class 18 contains 6778 members 
Mstep: Class 19 contains 82055 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008760.000000 Penalty: 71408.312500
Iteration 106Q: 22 clusters Score -9.800876e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26082 members 
Mstep: Class 5 contains 172121 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38766 members 
Mstep: Class 8 contains 31361 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 110950 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 11202 members 
Mstep: Class 13 contains 320047 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27046 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 49866 members 
Mstep: Class 18 contains 6778 members 
Mstep: Class 19 contains 82053 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008816.000000 Penalty: 71408.312500
Iteration 107Q: 22 clusters Score -9.800882e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26084 members 
Mstep: Class 5 contains 172029 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38800 members 
Mstep: Class 8 contains 31383 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 110945 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 11204 members 
Mstep: Class 13 contains 320089 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27045 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 49864 members 
Mstep: Class 18 contains 6779 members 
Mstep: Class 19 contains 82043 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008736.000000 Penalty: 71408.312500
Iteration 108Q: 22 clusters Score -9.800874e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26085 members 
Mstep: Class 5 contains 171964 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38840 members 
Mstep: Class 8 contains 31403 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 110948 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 320100 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27044 members 
Mstep: Class 16 contains 2977 members 
Mstep: Class 17 contains 49868 members 
Mstep: Class 18 contains 6779 members 
Mstep: Class 19 contains 82032 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008656.000000 Penalty: 71408.312500
Iteration 109Q: 22 clusters Score -9.800866e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26085 members 
Mstep: Class 5 contains 171889 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38871 members 
Mstep: Class 8 contains 31421 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 110947 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 11205 members 
Mstep: Class 13 contains 320132 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27040 members 
Mstep: Class 16 contains 2962 members 
Mstep: Class 17 contains 49872 members 
Mstep: Class 18 contains 6779 members 
Mstep: Class 19 contains 82025 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008816.000000 Penalty: 71408.312500
Iteration 110Q: 22 clusters Score -9.800882e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26086 members 
Mstep: Class 5 contains 171806 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38891 members 
Mstep: Class 8 contains 31434 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 110948 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 13 contains 320176 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27040 members 
Mstep: Class 16 contains 2937 members 
Mstep: Class 17 contains 49882 members 
Mstep: Class 18 contains 6779 members 
Mstep: Class 19 contains 82019 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008808.000000 Penalty: 71408.312500
Iteration 111Q: 22 clusters Score -9.800881e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26085 members 
Mstep: Class 5 contains 171733 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38906 members 
Mstep: Class 8 contains 31452 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 110942 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 13 contains 320224 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27041 members 
Mstep: Class 16 contains 2918 members 
Mstep: Class 17 contains 49891 members 
Mstep: Class 18 contains 6779 members 
Mstep: Class 19 contains 82017 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008792.000000 Penalty: 71408.312500
Iteration 112Q: 22 clusters Score -9.800879e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26091 members 
Mstep: Class 5 contains 171656 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38921 members 
Mstep: Class 8 contains 31462 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 110937 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 13 contains 320288 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27040 members 
Mstep: Class 16 contains 2905 members 
Mstep: Class 17 contains 49891 members 
Mstep: Class 18 contains 6779 members 
Mstep: Class 19 contains 82012 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008704.000000 Penalty: 71408.312500
Iteration 113Q: 22 clusters Score -9.80087e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26091 members 
Mstep: Class 5 contains 171572 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38941 members 
Mstep: Class 8 contains 31478 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 110934 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 11206 members 
Mstep: Class 13 contains 320345 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27038 members 
Mstep: Class 16 contains 2885 members 
Mstep: Class 17 contains 49898 members 
Mstep: Class 18 contains 6779 members 
Mstep: Class 19 contains 82009 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008592.000000 Penalty: 71408.312500
Iteration 114Q: 22 clusters Score -9.800859e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26095 members 
Mstep: Class 5 contains 171487 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38956 members 
Mstep: Class 8 contains 31491 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 110944 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 11205 members 
Mstep: Class 13 contains 320380 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27038 members 
Mstep: Class 16 contains 2873 members 
Mstep: Class 17 contains 49901 members 
Mstep: Class 18 contains 6780 members 
Mstep: Class 19 contains 82009 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 2995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008576.000000 Penalty: 71408.312500
Iteration 115Q: 22 clusters Score -9.800858e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26095 members 
Mstep: Class 5 contains 171411 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38968 members 
Mstep: Class 8 contains 31501 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 110955 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 11204 members 
Mstep: Class 13 contains 320421 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27036 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 49910 members 
Mstep: Class 18 contains 6781 members 
Mstep: Class 19 contains 82005 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008592.000000 Penalty: 71408.312500
Iteration 116Q: 22 clusters Score -9.800859e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26097 members 
Mstep: Class 5 contains 171348 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38970 members 
Mstep: Class 8 contains 31515 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 110962 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 11203 members 
Mstep: Class 13 contains 320449 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27035 members 
Mstep: Class 16 contains 2846 members 
Mstep: Class 17 contains 49927 members 
Mstep: Class 18 contains 6782 members 
Mstep: Class 19 contains 81996 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008608.000000 Penalty: 71408.312500
Iteration 117Q: 22 clusters Score -9.800861e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26100 members 
Mstep: Class 5 contains 171283 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38986 members 
Mstep: Class 8 contains 31526 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 110967 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 11202 members 
Mstep: Class 13 contains 320475 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27037 members 
Mstep: Class 16 contains 2832 members 
Mstep: Class 17 contains 49940 members 
Mstep: Class 18 contains 6782 members 
Mstep: Class 19 contains 81990 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008688.000000 Penalty: 71408.312500
Iteration 118Q: 22 clusters Score -9.800869e+07 nChanged 179
Entering ConstructFrom: 
Score: -98008688.000000 Penalty: 71408.312500
Entering ConstructFrom: 
Trying to split cluster 1 (4893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Entering Unmasked Estep 
Score: -462150.093750 Penalty: 2106.898926
	Iteration 0F: 2 clusters Score -462150.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -457801.062500 Penalty: 4213.797852
	Iteration 0F: 3 clusters Score -457801.1 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -459039.937500 Penalty: 4213.797852
	Iteration 1F: 3 clusters Score -459039.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -459357.968750 Penalty: 4213.797852
	Iteration 2F: 3 clusters Score -459358 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -459568.812500 Penalty: 4213.797852
	Iteration 3F: 3 clusters Score -459568.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -459725.312500 Penalty: 4213.797852
	Iteration 4Q: 3 clusters Score -459725.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -459845.500000 Penalty: 4213.797852
	Iteration 5Q: 3 clusters Score -459845.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -459945.968750 Penalty: 4213.797852
	Iteration 6Q: 3 clusters Score -459946 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -460037.906250 Penalty: 4213.797852
	Iteration 7Q: 3 clusters Score -460037.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -460121.968750 Penalty: 4213.797852
	Iteration 8Q: 3 clusters Score -460122 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -460219.500000 Penalty: 4213.797852
	Iteration 9Q: 3 clusters Score -460219.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -460316.531250 Penalty: 4213.797852
	Iteration 10Q: 3 clusters Score -460316.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -460410.906250 Penalty: 4213.797852
	Iteration 11Q: 3 clusters Score -460410.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -460489.875000 Penalty: 4213.797852
	Iteration 12Q: 3 clusters Score -460489.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -460571.000000 Penalty: 4213.797852
	Iteration 13Q: 3 clusters Score -460571 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -460646.218750 Penalty: 4213.797852
	Iteration 14Q: 3 clusters Score -460646.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -460712.718750 Penalty: 4213.797852
	Iteration 15Q: 3 clusters Score -460712.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -460769.343750 Penalty: 4213.797852
	Iteration 16Q: 3 clusters Score -460769.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -460820.812500 Penalty: 4213.797852
	Iteration 17Q: 3 clusters Score -460820.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -460858.656250 Penalty: 4213.797852
	Iteration 18Q: 3 clusters Score -460858.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -460886.750000 Penalty: 4213.797852
	Iteration 19Q: 3 clusters Score -460886.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -460904.906250 Penalty: 4213.797852
	Iteration 20F: 3 clusters Score -460904.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -460922.343750 Penalty: 4213.797852
	Iteration 21Q: 3 clusters Score -460922.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -460936.218750 Penalty: 4213.797852
	Iteration 22Q: 3 clusters Score -460936.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -460949.125000 Penalty: 4213.797852
	Iteration 23Q: 3 clusters Score -460949.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -460963.031250 Penalty: 4213.797852
	Iteration 24Q: 3 clusters Score -460963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -460979.593750 Penalty: 4213.797852
	Iteration 25Q: 3 clusters Score -460979.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -460994.656250 Penalty: 4213.797852
	Iteration 26Q: 3 clusters Score -460994.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -461009.031250 Penalty: 4213.797852
	Iteration 27Q: 3 clusters Score -461009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -461020.843750 Penalty: 4213.797852
	Iteration 28Q: 3 clusters Score -461020.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -461031.906250 Penalty: 4213.797852
	Iteration 29Q: 3 clusters Score -461031.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -461040.687500 Penalty: 4213.797852
	Iteration 30Q: 3 clusters Score -461040.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -461047.906250 Penalty: 4213.797852
	Iteration 31Q: 3 clusters Score -461047.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -461063.468750 Penalty: 4213.797852
	Iteration 32Q: 3 clusters Score -461063.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -461083.093750 Penalty: 4213.797852
	Iteration 33Q: 3 clusters Score -461083.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -461093.937500 Penalty: 4213.797852
	Iteration 34Q: 3 clusters Score -461093.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -461099.750000 Penalty: 4213.797852
	Iteration 35Q: 3 clusters Score -461099.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -461111.218750 Penalty: 4213.797852
	Iteration 36Q: 3 clusters Score -461111.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -461116.281250 Penalty: 4213.797852
	Iteration 37Q: 3 clusters Score -461116.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -461121.468750 Penalty: 4213.797852
	Iteration 38Q: 3 clusters Score -461121.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -461123.375000 Penalty: 4213.797852
	Iteration 39Q: 3 clusters Score -461123.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -461123.656250 Penalty: 4213.797852
	Iteration 40F: 3 clusters Score -461123.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -154273.843750 Penalty: 1822.928101
	Iteration 0F: 2 clusters Score -154273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -152096.875000 Penalty: 3645.856201
	Iteration 0F: 3 clusters Score -152096.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -152748.375000 Penalty: 3645.856201
	Iteration 1F: 3 clusters Score -152748.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -152969.875000 Penalty: 3645.856201
	Iteration 2F: 3 clusters Score -152969.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -153170.609375 Penalty: 3645.856201
	Iteration 3F: 3 clusters Score -153170.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -153390.953125 Penalty: 3645.856201
	Iteration 4F: 3 clusters Score -153391 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -153633.656250 Penalty: 3645.856201
	Iteration 5F: 3 clusters Score -153633.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -153793.843750 Penalty: 3645.856201
	Iteration 6F: 3 clusters Score -153793.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -153887.796875 Penalty: 3645.856201
	Iteration 7Q: 3 clusters Score -153887.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -153953.546875 Penalty: 3645.856201
	Iteration 8Q: 3 clusters Score -153953.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -153976.796875 Penalty: 3645.856201
	Iteration 9Q: 3 clusters Score -153976.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -153994.968750 Penalty: 3645.856201
	Iteration 10Q: 3 clusters Score -153995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -154015.984375 Penalty: 3645.856201
	Iteration 11Q: 3 clusters Score -154016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -154032.437500 Penalty: 3645.856201
	Iteration 12Q: 3 clusters Score -154032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -154036.703125 Penalty: 3645.856201
	Iteration 13Q: 3 clusters Score -154036.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -154038.500000 Penalty: 3645.856201
	Iteration 14Q: 3 clusters Score -154038.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -154040.078125 Penalty: 3645.856201
	Iteration 15Q: 3 clusters Score -154040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -154040.515625 Penalty: 3645.856201
	Iteration 16Q: 3 clusters Score -154040.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -154040.515625 Penalty: 3645.856201
	Iteration 17F: 3 clusters Score -154040.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Entering Unmasked Estep 
Score: -342327.531250 Penalty: 2014.421753
	Iteration 0F: 2 clusters Score -342327.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -338839.500000 Penalty: 4028.843506
	Iteration 0F: 3 clusters Score -338839.5 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -339575.156250 Penalty: 4028.843506
	Iteration 1F: 3 clusters Score -339575.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -339742.375000 Penalty: 4028.843506
	Iteration 2F: 3 clusters Score -339742.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -339833.187500 Penalty: 4028.843506
	Iteration 3Q: 3 clusters Score -339833.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -339882.937500 Penalty: 4028.843506
	Iteration 4Q: 3 clusters Score -339882.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -339917.937500 Penalty: 4028.843506
	Iteration 5Q: 3 clusters Score -339917.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -339942.875000 Penalty: 4028.843506
	Iteration 6Q: 3 clusters Score -339942.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -339962.593750 Penalty: 4028.843506
	Iteration 7Q: 3 clusters Score -339962.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -339983.031250 Penalty: 4028.843506
	Iteration 8Q: 3 clusters Score -339983 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -339999.718750 Penalty: 4028.843506
	Iteration 9Q: 3 clusters Score -339999.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -340020.562500 Penalty: 4028.843506
	Iteration 10Q: 3 clusters Score -340020.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -340037.562500 Penalty: 4028.843506
	Iteration 11Q: 3 clusters Score -340037.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -340049.843750 Penalty: 4028.843506
	Iteration 12Q: 3 clusters Score -340049.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -340059.750000 Penalty: 4028.843506
	Iteration 13Q: 3 clusters Score -340059.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -340071.031250 Penalty: 4028.843506
	Iteration 14Q: 3 clusters Score -340071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -340076.781250 Penalty: 4028.843506
	Iteration 15Q: 3 clusters Score -340076.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -340083.750000 Penalty: 4028.843506
	Iteration 16Q: 3 clusters Score -340083.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -340092.562500 Penalty: 4028.843506
	Iteration 17Q: 3 clusters Score -340092.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -340098.531250 Penalty: 4028.843506
	Iteration 18Q: 3 clusters Score -340098.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -340104.375000 Penalty: 4028.843506
	Iteration 19Q: 3 clusters Score -340104.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -340109.687500 Penalty: 4028.843506
	Iteration 20F: 3 clusters Score -340109.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -340116.406250 Penalty: 4028.843506
	Iteration 21Q: 3 clusters Score -340116.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -340120.687500 Penalty: 4028.843506
	Iteration 22Q: 3 clusters Score -340120.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -340128.750000 Penalty: 4028.843506
	Iteration 23Q: 3 clusters Score -340128.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -340138.125000 Penalty: 4028.843506
	Iteration 24Q: 3 clusters Score -340138.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -340145.937500 Penalty: 4028.843506
	Iteration 25Q: 3 clusters Score -340145.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -340153.781250 Penalty: 4028.843506
	Iteration 26Q: 3 clusters Score -340153.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -340157.093750 Penalty: 4028.843506
	Iteration 27Q: 3 clusters Score -340157.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -340162.781250 Penalty: 4028.843506
	Iteration 28Q: 3 clusters Score -340162.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -340166.906250 Penalty: 4028.843506
	Iteration 29Q: 3 clusters Score -340166.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -340172.875000 Penalty: 4028.843506
	Iteration 30Q: 3 clusters Score -340172.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -340179.437500 Penalty: 4028.843506
	Iteration 31Q: 3 clusters Score -340179.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -340189.406250 Penalty: 4028.843506
	Iteration 32Q: 3 clusters Score -340189.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -340200.281250 Penalty: 4028.843506
	Iteration 33Q: 3 clusters Score -340200.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -340208.093750 Penalty: 4028.843506
	Iteration 34Q: 3 clusters Score -340208.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -340213.718750 Penalty: 4028.843506
	Iteration 35Q: 3 clusters Score -340213.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -340219.187500 Penalty: 4028.843506
	Iteration 36Q: 3 clusters Score -340219.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -340227.468750 Penalty: 4028.843506
	Iteration 37Q: 3 clusters Score -340227.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -340238.593750 Penalty: 4028.843506
	Iteration 38Q: 3 clusters Score -340238.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -340247.531250 Penalty: 4028.843506
	Iteration 39Q: 3 clusters Score -340247.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -340255.406250 Penalty: 4028.843506
	Iteration 40F: 3 clusters Score -340255.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -340261.781250 Penalty: 4028.843506
	Iteration 41Q: 3 clusters Score -340261.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -340267.812500 Penalty: 4028.843506
	Iteration 42Q: 3 clusters Score -340267.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -340273.281250 Penalty: 4028.843506
	Iteration 43Q: 3 clusters Score -340273.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -340278.156250 Penalty: 4028.843506
	Iteration 44Q: 3 clusters Score -340278.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -340283.031250 Penalty: 4028.843506
	Iteration 45Q: 3 clusters Score -340283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -340287.937500 Penalty: 4028.843506
	Iteration 46Q: 3 clusters Score -340287.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -340289.781250 Penalty: 4028.843506
	Iteration 47Q: 3 clusters Score -340289.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -340291.437500 Penalty: 4028.843506
	Iteration 48Q: 3 clusters Score -340291.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -340294.031250 Penalty: 4028.843506
	Iteration 49Q: 3 clusters Score -340294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -340295.656250 Penalty: 4028.843506
	Iteration 50Q: 3 clusters Score -340295.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -340296.656250 Penalty: 4028.843506
	Iteration 51Q: 3 clusters Score -340296.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -340297.781250 Penalty: 4028.843506
	Iteration 52Q: 3 clusters Score -340297.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -340298.562500 Penalty: 4028.843506
	Iteration 53Q: 3 clusters Score -340298.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -340301.031250 Penalty: 4028.843506
	Iteration 54Q: 3 clusters Score -340301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -340301.343750 Penalty: 4028.843506
	Iteration 55Q: 3 clusters Score -340301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -340302.593750 Penalty: 4028.843506
	Iteration 56Q: 3 clusters Score -340302.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -340303.218750 Penalty: 4028.843506
	Iteration 57Q: 3 clusters Score -340303.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -340304.718750 Penalty: 4028.843506
	Iteration 58Q: 3 clusters Score -340304.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -340305.593750 Penalty: 4028.843506
	Iteration 59Q: 3 clusters Score -340305.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -340306.718750 Penalty: 4028.843506
	Iteration 60F: 3 clusters Score -340306.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -340307.375000 Penalty: 4028.843506
	Iteration 61Q: 3 clusters Score -340307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -340308.125000 Penalty: 4028.843506
	Iteration 62Q: 3 clusters Score -340308.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -340309.437500 Penalty: 4028.843506
	Iteration 63Q: 3 clusters Score -340309.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -340310.000000 Penalty: 4028.843506
	Iteration 64Q: 3 clusters Score -340310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -340310.250000 Penalty: 4028.843506
	Iteration 65Q: 3 clusters Score -340310.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -340310.250000 Penalty: 4028.843506
	Iteration 66F: 3 clusters Score -340310.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Entering Unmasked Estep 
Score: -2725991.000000 Penalty: 2522.121338
	Iteration 0F: 2 clusters Score -2725991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2707945.000000 Penalty: 5044.242676
	Iteration 0F: 3 clusters Score -2707945 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2714379.750000 Penalty: 5044.242676
	Iteration 1F: 3 clusters Score -2714380 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2714912.000000 Penalty: 5044.242676
	Iteration 2F: 3 clusters Score -2714912 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -2715434.500000 Penalty: 5044.242676
	Iteration 3Q: 3 clusters Score -2715434 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2715907.750000 Penalty: 5044.242676
	Iteration 4Q: 3 clusters Score -2715908 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2716339.000000 Penalty: 5044.242676
	Iteration 5Q: 3 clusters Score -2716339 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2716720.750000 Penalty: 5044.242676
	Iteration 6Q: 3 clusters Score -2716721 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2717096.000000 Penalty: 5044.242676
	Iteration 7Q: 3 clusters Score -2717096 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2717486.000000 Penalty: 5044.242676
	Iteration 8Q: 3 clusters Score -2717486 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2717915.500000 Penalty: 5044.242676
	Iteration 9Q: 3 clusters Score -2717916 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2718371.750000 Penalty: 5044.242676
	Iteration 10Q: 3 clusters Score -2718372 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2718869.250000 Penalty: 5044.242676
	Iteration 11Q: 3 clusters Score -2718869 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2719369.000000 Penalty: 5044.242676
	Iteration 12Q: 3 clusters Score -2719369 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2719830.500000 Penalty: 5044.242676
	Iteration 13Q: 3 clusters Score -2719830 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2720099.250000 Penalty: 5044.242676
	Iteration 14Q: 3 clusters Score -2720099 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2720275.250000 Penalty: 5044.242676
	Iteration 15Q: 3 clusters Score -2720275 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2720394.000000 Penalty: 5044.242676
	Iteration 16Q: 3 clusters Score -2720394 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2720507.750000 Penalty: 5044.242676
	Iteration 17Q: 3 clusters Score -2720508 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2720616.000000 Penalty: 5044.242676
	Iteration 18Q: 3 clusters Score -2720616 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2720690.250000 Penalty: 5044.242676
	Iteration 19Q: 3 clusters Score -2720690 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2720775.000000 Penalty: 5044.242676
	Iteration 20F: 3 clusters Score -2720775 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2720869.250000 Penalty: 5044.242676
	Iteration 21Q: 3 clusters Score -2720869 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2720954.000000 Penalty: 5044.242676
	Iteration 22Q: 3 clusters Score -2720954 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2721020.750000 Penalty: 5044.242676
	Iteration 23Q: 3 clusters Score -2721021 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2721099.750000 Penalty: 5044.242676
	Iteration 24Q: 3 clusters Score -2721100 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2721174.000000 Penalty: 5044.242676
	Iteration 25Q: 3 clusters Score -2721174 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2721248.750000 Penalty: 5044.242676
	Iteration 26Q: 3 clusters Score -2721249 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2721330.500000 Penalty: 5044.242676
	Iteration 27Q: 3 clusters Score -2721330 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2721377.500000 Penalty: 5044.242676
	Iteration 28Q: 3 clusters Score -2721378 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2721416.500000 Penalty: 5044.242676
	Iteration 29Q: 3 clusters Score -2721416 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2721458.500000 Penalty: 5044.242676
	Iteration 30Q: 3 clusters Score -2721458 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2721496.750000 Penalty: 5044.242676
	Iteration 31Q: 3 clusters Score -2721497 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2721528.500000 Penalty: 5044.242676
	Iteration 32Q: 3 clusters Score -2721528 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2721556.250000 Penalty: 5044.242676
	Iteration 33Q: 3 clusters Score -2721556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2721572.500000 Penalty: 5044.242676
	Iteration 34Q: 3 clusters Score -2721572 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2721591.000000 Penalty: 5044.242676
	Iteration 35Q: 3 clusters Score -2721591 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2721609.500000 Penalty: 5044.242676
	Iteration 36Q: 3 clusters Score -2721610 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2721634.500000 Penalty: 5044.242676
	Iteration 37Q: 3 clusters Score -2721634 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2721662.750000 Penalty: 5044.242676
	Iteration 38Q: 3 clusters Score -2721663 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2721692.500000 Penalty: 5044.242676
	Iteration 39Q: 3 clusters Score -2721692 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2721705.500000 Penalty: 5044.242676
	Iteration 40F: 3 clusters Score -2721706 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2721729.000000 Penalty: 5044.242676
	Iteration 41Q: 3 clusters Score -2721729 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2721746.250000 Penalty: 5044.242676
	Iteration 42Q: 3 clusters Score -2721746 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2721777.500000 Penalty: 5044.242676
	Iteration 43Q: 3 clusters Score -2721778 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2721795.000000 Penalty: 5044.242676
	Iteration 44Q: 3 clusters Score -2721795 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2721798.250000 Penalty: 5044.242676
	Iteration 45Q: 3 clusters Score -2721798 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2721816.500000 Penalty: 5044.242676
	Iteration 46Q: 3 clusters Score -2721816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2721826.750000 Penalty: 5044.242676
	Iteration 47Q: 3 clusters Score -2721827 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2721841.250000 Penalty: 5044.242676
	Iteration 48Q: 3 clusters Score -2721841 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2721850.750000 Penalty: 5044.242676
	Iteration 49Q: 3 clusters Score -2721851 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2721859.000000 Penalty: 5044.242676
	Iteration 50Q: 3 clusters Score -2721859 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2721865.750000 Penalty: 5044.242676
	Iteration 51Q: 3 clusters Score -2721866 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2721885.000000 Penalty: 5044.242676
	Iteration 52Q: 3 clusters Score -2721885 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2721891.500000 Penalty: 5044.242676
	Iteration 53Q: 3 clusters Score -2721892 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2721902.750000 Penalty: 5044.242676
	Iteration 54Q: 3 clusters Score -2721903 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2721905.500000 Penalty: 5044.242676
	Iteration 55Q: 3 clusters Score -2721906 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2721921.250000 Penalty: 5044.242676
	Iteration 56Q: 3 clusters Score -2721921 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2721924.750000 Penalty: 5044.242676
	Iteration 57Q: 3 clusters Score -2721925 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2721935.750000 Penalty: 5044.242676
	Iteration 58Q: 3 clusters Score -2721936 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2721945.500000 Penalty: 5044.242676
	Iteration 59Q: 3 clusters Score -2721946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2721946.750000 Penalty: 5044.242676
	Iteration 60F: 3 clusters Score -2721947 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2721958.250000 Penalty: 5044.242676
	Iteration 61Q: 3 clusters Score -2721958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2721963.500000 Penalty: 5044.242676
	Iteration 62Q: 3 clusters Score -2721964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2721971.500000 Penalty: 5044.242676
	Iteration 63Q: 3 clusters Score -2721972 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2721979.000000 Penalty: 5044.242676
	Iteration 64Q: 3 clusters Score -2721979 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2721992.250000 Penalty: 5044.242676
	Iteration 65Q: 3 clusters Score -2721992 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2722008.750000 Penalty: 5044.242676
	Iteration 66Q: 3 clusters Score -2722009 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2722026.000000 Penalty: 5044.242676
	Iteration 67Q: 3 clusters Score -2722026 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2722033.250000 Penalty: 5044.242676
	Iteration 68Q: 3 clusters Score -2722033 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2722041.500000 Penalty: 5044.242676
	Iteration 69Q: 3 clusters Score -2722042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2722051.000000 Penalty: 5044.242676
	Iteration 70Q: 3 clusters Score -2722051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2722060.750000 Penalty: 5044.242676
	Iteration 71Q: 3 clusters Score -2722061 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2722059.750000 Penalty: 5044.242676
	Iteration 72Q: 3 clusters Score -2722060 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2722068.750000 Penalty: 5044.242676
	Iteration 73Q: 3 clusters Score -2722069 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2722080.750000 Penalty: 5044.242676
	Iteration 74Q: 3 clusters Score -2722081 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2722094.250000 Penalty: 5044.242676
	Iteration 75Q: 3 clusters Score -2722094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2722096.000000 Penalty: 5044.242676
	Iteration 76Q: 3 clusters Score -2722096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2722099.500000 Penalty: 5044.242676
	Iteration 77Q: 3 clusters Score -2722100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2722115.750000 Penalty: 5044.242676
	Iteration 78Q: 3 clusters Score -2722116 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2722122.500000 Penalty: 5044.242676
	Iteration 79Q: 3 clusters Score -2722122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2722128.000000 Penalty: 5044.242676
	Iteration 80F: 3 clusters Score -2722128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2722136.500000 Penalty: 5044.242676
	Iteration 81Q: 3 clusters Score -2722136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2722135.250000 Penalty: 5044.242676
	Iteration 82Q: 3 clusters Score -2722135 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2722150.000000 Penalty: 5044.242676
	Iteration 83Q: 3 clusters Score -2722150 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2722158.250000 Penalty: 5044.242676
	Iteration 84Q: 3 clusters Score -2722158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2722168.250000 Penalty: 5044.242676
	Iteration 85Q: 3 clusters Score -2722168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2722170.250000 Penalty: 5044.242676
	Iteration 86Q: 3 clusters Score -2722170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2722173.500000 Penalty: 5044.242676
	Iteration 87Q: 3 clusters Score -2722174 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2722185.000000 Penalty: 5044.242676
	Iteration 88Q: 3 clusters Score -2722185 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2722189.500000 Penalty: 5044.242676
	Iteration 89Q: 3 clusters Score -2722190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2722196.500000 Penalty: 5044.242676
	Iteration 90Q: 3 clusters Score -2722196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2722198.250000 Penalty: 5044.242676
	Iteration 91Q: 3 clusters Score -2722198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2722197.250000 Penalty: 5044.242676
	Iteration 92Q: 3 clusters Score -2722197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2722193.750000 Penalty: 5044.242676
	Iteration 93Q: 3 clusters Score -2722194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2722193.750000 Penalty: 5044.242676
	Iteration 94Q: 3 clusters Score -2722194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2722199.500000 Penalty: 5044.242676
	Iteration 95Q: 3 clusters Score -2722200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2722198.500000 Penalty: 5044.242676
	Iteration 96Q: 3 clusters Score -2722198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2722198.250000 Penalty: 5044.242676
	Iteration 97Q: 3 clusters Score -2722198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2722197.750000 Penalty: 5044.242676
	Iteration 98Q: 3 clusters Score -2722198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2722195.500000 Penalty: 5044.242676
	Iteration 99Q: 3 clusters Score -2722196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -2722199.500000 Penalty: 5044.242676
	Iteration 100F: 3 clusters Score -2722200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2722200.000000 Penalty: 5044.242676
	Iteration 101Q: 3 clusters Score -2722200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2722203.250000 Penalty: 5044.242676
	Iteration 102Q: 3 clusters Score -2722203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2722204.250000 Penalty: 5044.242676
	Iteration 103Q: 3 clusters Score -2722204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2722204.250000 Penalty: 5044.242676
	Iteration 104Q: 3 clusters Score -2722204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2722209.250000 Penalty: 5044.242676
	Iteration 105Q: 3 clusters Score -2722209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -2722212.000000 Penalty: 5044.242676
	Iteration 106Q: 3 clusters Score -2722212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2722219.000000 Penalty: 5044.242676
	Iteration 107Q: 3 clusters Score -2722219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2722220.750000 Penalty: 5044.242676
	Iteration 108Q: 3 clusters Score -2722221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2722220.750000 Penalty: 5044.242676
	Iteration 109Q: 3 clusters Score -2722221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2722217.750000 Penalty: 5044.242676
	Iteration 110Q: 3 clusters Score -2722218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2722222.500000 Penalty: 5044.242676
	Iteration 111Q: 3 clusters Score -2722222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2722224.250000 Penalty: 5044.242676
	Iteration 112Q: 3 clusters Score -2722224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2722235.750000 Penalty: 5044.242676
	Iteration 113Q: 3 clusters Score -2722236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2722242.750000 Penalty: 5044.242676
	Iteration 114Q: 3 clusters Score -2722243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -2722237.500000 Penalty: 5044.242676
	Iteration 115Q: 3 clusters Score -2722238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2722243.500000 Penalty: 5044.242676
	Iteration 116Q: 3 clusters Score -2722244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2722255.000000 Penalty: 5044.242676
	Iteration 117Q: 3 clusters Score -2722255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2722258.750000 Penalty: 5044.242676
	Iteration 118Q: 3 clusters Score -2722259 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2722262.750000 Penalty: 5044.242676
	Iteration 119Q: 3 clusters Score -2722263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2722270.250000 Penalty: 5044.242676
	Iteration 120F: 3 clusters Score -2722270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -2722268.000000 Penalty: 5044.242676
	Iteration 121Q: 3 clusters Score -2722268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2722271.750000 Penalty: 5044.242676
	Iteration 122Q: 3 clusters Score -2722272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2722279.250000 Penalty: 5044.242676
	Iteration 123Q: 3 clusters Score -2722279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2722277.250000 Penalty: 5044.242676
	Iteration 124Q: 3 clusters Score -2722277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2722285.000000 Penalty: 5044.242676
	Iteration 125Q: 3 clusters Score -2722285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2722293.000000 Penalty: 5044.242676
	Iteration 126Q: 3 clusters Score -2722293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2722294.250000 Penalty: 5044.242676
	Iteration 127Q: 3 clusters Score -2722294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2722293.000000 Penalty: 5044.242676
	Iteration 128Q: 3 clusters Score -2722293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -2722299.250000 Penalty: 5044.242676
	Iteration 129Q: 3 clusters Score -2722299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2722296.250000 Penalty: 5044.242676
	Iteration 130Q: 3 clusters Score -2722296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -2722295.750000 Penalty: 5044.242676
	Iteration 131Q: 3 clusters Score -2722296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2722303.500000 Penalty: 5044.242676
	Iteration 132Q: 3 clusters Score -2722304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2722310.500000 Penalty: 5044.242676
	Iteration 133Q: 3 clusters Score -2722310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2722315.000000 Penalty: 5044.242676
	Iteration 134Q: 3 clusters Score -2722315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2722312.750000 Penalty: 5044.242676
	Iteration 135Q: 3 clusters Score -2722313 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2722321.500000 Penalty: 5044.242676
	Iteration 136Q: 3 clusters Score -2722322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2722312.750000 Penalty: 5044.242676
	Iteration 137Q: 3 clusters Score -2722313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2722310.000000 Penalty: 5044.242676
	Iteration 138Q: 3 clusters Score -2722310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2722314.750000 Penalty: 5044.242676
	Iteration 139Q: 3 clusters Score -2722315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2722317.750000 Penalty: 5044.242676
	Iteration 140F: 3 clusters Score -2722318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2722322.000000 Penalty: 5044.242676
	Iteration 141Q: 3 clusters Score -2722322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2722324.000000 Penalty: 5044.242676
	Iteration 142Q: 3 clusters Score -2722324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2722325.000000 Penalty: 5044.242676
	Iteration 143Q: 3 clusters Score -2722325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2722327.750000 Penalty: 5044.242676
	Iteration 144Q: 3 clusters Score -2722328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2722328.500000 Penalty: 5044.242676
	Iteration 145Q: 3 clusters Score -2722328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2722329.500000 Penalty: 5044.242676
	Iteration 146Q: 3 clusters Score -2722330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2722327.750000 Penalty: 5044.242676
	Iteration 147Q: 3 clusters Score -2722328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2722332.250000 Penalty: 5044.242676
	Iteration 148Q: 3 clusters Score -2722332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2722338.000000 Penalty: 5044.242676
	Iteration 149Q: 3 clusters Score -2722338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2722338.000000 Penalty: 5044.242676
	Iteration 150Q: 3 clusters Score -2722338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2722334.250000 Penalty: 5044.242676
	Iteration 151Q: 3 clusters Score -2722334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2722338.250000 Penalty: 5044.242676
	Iteration 152Q: 3 clusters Score -2722338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2722339.750000 Penalty: 5044.242676
	Iteration 153Q: 3 clusters Score -2722340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2722338.750000 Penalty: 5044.242676
	Iteration 154Q: 3 clusters Score -2722339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2722348.000000 Penalty: 5044.242676
	Iteration 155Q: 3 clusters Score -2722348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2722352.000000 Penalty: 5044.242676
	Iteration 156Q: 3 clusters Score -2722352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2722347.500000 Penalty: 5044.242676
	Iteration 157Q: 3 clusters Score -2722348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2722349.250000 Penalty: 5044.242676
	Iteration 158Q: 3 clusters Score -2722349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2722343.250000 Penalty: 5044.242676
	Iteration 159Q: 3 clusters Score -2722343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2722341.000000 Penalty: 5044.242676
	Iteration 160F: 3 clusters Score -2722341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2722348.500000 Penalty: 5044.242676
	Iteration 161Q: 3 clusters Score -2722348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2722358.250000 Penalty: 5044.242676
	Iteration 162Q: 3 clusters Score -2722358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2722363.000000 Penalty: 5044.242676
	Iteration 163Q: 3 clusters Score -2722363 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2722374.000000 Penalty: 5044.242676
	Iteration 164Q: 3 clusters Score -2722374 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2722384.500000 Penalty: 5044.242676
	Iteration 165Q: 3 clusters Score -2722384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2722403.000000 Penalty: 5044.242676
	Iteration 166Q: 3 clusters Score -2722403 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2722402.500000 Penalty: 5044.242676
	Iteration 167Q: 3 clusters Score -2722402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2722415.250000 Penalty: 5044.242676
	Iteration 168Q: 3 clusters Score -2722415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -2722426.250000 Penalty: 5044.242676
	Iteration 169Q: 3 clusters Score -2722426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2722426.750000 Penalty: 5044.242676
	Iteration 170Q: 3 clusters Score -2722427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2722428.750000 Penalty: 5044.242676
	Iteration 171Q: 3 clusters Score -2722429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2722430.250000 Penalty: 5044.242676
	Iteration 172Q: 3 clusters Score -2722430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2722430.750000 Penalty: 5044.242676
	Iteration 173Q: 3 clusters Score -2722431 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2722436.500000 Penalty: 5044.242676
	Iteration 174Q: 3 clusters Score -2722436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2722449.500000 Penalty: 5044.242676
	Iteration 175Q: 3 clusters Score -2722450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -2722446.000000 Penalty: 5044.242676
	Iteration 176Q: 3 clusters Score -2722446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2722453.250000 Penalty: 5044.242676
	Iteration 177Q: 3 clusters Score -2722453 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2722462.500000 Penalty: 5044.242676
	Iteration 178Q: 3 clusters Score -2722462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2722466.750000 Penalty: 5044.242676
	Iteration 179Q: 3 clusters Score -2722467 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2722465.500000 Penalty: 5044.242676
	Iteration 180F: 3 clusters Score -2722466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2722465.750000 Penalty: 5044.242676
	Iteration 181Q: 3 clusters Score -2722466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2722479.500000 Penalty: 5044.242676
	Iteration 182Q: 3 clusters Score -2722480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2722492.250000 Penalty: 5044.242676
	Iteration 183Q: 3 clusters Score -2722492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2722512.250000 Penalty: 5044.242676
	Iteration 184Q: 3 clusters Score -2722512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2722519.250000 Penalty: 5044.242676
	Iteration 185Q: 3 clusters Score -2722519 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2722524.000000 Penalty: 5044.242676
	Iteration 186Q: 3 clusters Score -2722524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -2722533.750000 Penalty: 5044.242676
	Iteration 187Q: 3 clusters Score -2722534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2722555.000000 Penalty: 5044.242676
	Iteration 188Q: 3 clusters Score -2722555 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2722568.500000 Penalty: 5044.242676
	Iteration 189Q: 3 clusters Score -2722568 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -2722588.500000 Penalty: 5044.242676
	Iteration 190Q: 3 clusters Score -2722588 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2722600.000000 Penalty: 5044.242676
	Iteration 191Q: 3 clusters Score -2722600 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2722627.500000 Penalty: 5044.242676
	Iteration 192Q: 3 clusters Score -2722628 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2722650.750000 Penalty: 5044.242676
	Iteration 193Q: 3 clusters Score -2722651 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2722679.750000 Penalty: 5044.242676
	Iteration 194Q: 3 clusters Score -2722680 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2722731.750000 Penalty: 5044.242676
	Iteration 195Q: 3 clusters Score -2722732 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2722777.250000 Penalty: 5044.242676
	Iteration 196Q: 3 clusters Score -2722777 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2722822.000000 Penalty: 5044.242676
	Iteration 197Q: 3 clusters Score -2722822 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -2722861.500000 Penalty: 5044.242676
	Iteration 198Q: 3 clusters Score -2722862 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2722886.250000 Penalty: 5044.242676
	Iteration 199Q: 3 clusters Score -2722886 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2722913.750000 Penalty: 5044.242676
	Iteration 200F: 3 clusters Score -2722914 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2722944.000000 Penalty: 5044.242676
	Iteration 201Q: 3 clusters Score -2722944 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2722980.000000 Penalty: 5044.242676
	Iteration 202Q: 3 clusters Score -2722980 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2723015.750000 Penalty: 5044.242676
	Iteration 203Q: 3 clusters Score -2723016 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2723043.750000 Penalty: 5044.242676
	Iteration 204Q: 3 clusters Score -2723044 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2723087.250000 Penalty: 5044.242676
	Iteration 205Q: 3 clusters Score -2723087 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2723125.250000 Penalty: 5044.242676
	Iteration 206Q: 3 clusters Score -2723125 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2723151.500000 Penalty: 5044.242676
	Iteration 207Q: 3 clusters Score -2723152 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2723171.750000 Penalty: 5044.242676
	Iteration 208Q: 3 clusters Score -2723172 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2723213.500000 Penalty: 5044.242676
	Iteration 209Q: 3 clusters Score -2723214 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2723252.250000 Penalty: 5044.242676
	Iteration 210Q: 3 clusters Score -2723252 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2723282.500000 Penalty: 5044.242676
	Iteration 211Q: 3 clusters Score -2723282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -2723312.750000 Penalty: 5044.242676
	Iteration 212Q: 3 clusters Score -2723313 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2723342.750000 Penalty: 5044.242676
	Iteration 213Q: 3 clusters Score -2723343 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2723386.750000 Penalty: 5044.242676
	Iteration 214Q: 3 clusters Score -2723387 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2723422.750000 Penalty: 5044.242676
	Iteration 215Q: 3 clusters Score -2723423 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2723462.500000 Penalty: 5044.242676
	Iteration 216Q: 3 clusters Score -2723462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2723494.250000 Penalty: 5044.242676
	Iteration 217Q: 3 clusters Score -2723494 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2723523.000000 Penalty: 5044.242676
	Iteration 218Q: 3 clusters Score -2723523 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2723552.000000 Penalty: 5044.242676
	Iteration 219Q: 3 clusters Score -2723552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2723584.000000 Penalty: 5044.242676
	Iteration 220F: 3 clusters Score -2723584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2723623.500000 Penalty: 5044.242676
	Iteration 221Q: 3 clusters Score -2723624 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2723649.750000 Penalty: 5044.242676
	Iteration 222Q: 3 clusters Score -2723650 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2723675.750000 Penalty: 5044.242676
	Iteration 223Q: 3 clusters Score -2723676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2723700.250000 Penalty: 5044.242676
	Iteration 224Q: 3 clusters Score -2723700 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2723712.500000 Penalty: 5044.242676
	Iteration 225Q: 3 clusters Score -2723712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2723732.000000 Penalty: 5044.242676
	Iteration 226Q: 3 clusters Score -2723732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2723760.000000 Penalty: 5044.242676
	Iteration 227Q: 3 clusters Score -2723760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2723793.250000 Penalty: 5044.242676
	Iteration 228Q: 3 clusters Score -2723793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2723821.500000 Penalty: 5044.242676
	Iteration 229Q: 3 clusters Score -2723822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2723844.500000 Penalty: 5044.242676
	Iteration 230Q: 3 clusters Score -2723844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2723859.250000 Penalty: 5044.242676
	Iteration 231Q: 3 clusters Score -2723859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2723870.500000 Penalty: 5044.242676
	Iteration 232Q: 3 clusters Score -2723870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2723879.000000 Penalty: 5044.242676
	Iteration 233Q: 3 clusters Score -2723879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2723890.000000 Penalty: 5044.242676
	Iteration 234Q: 3 clusters Score -2723890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2723897.250000 Penalty: 5044.242676
	Iteration 235Q: 3 clusters Score -2723897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2723902.750000 Penalty: 5044.242676
	Iteration 236Q: 3 clusters Score -2723903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2723909.750000 Penalty: 5044.242676
	Iteration 237Q: 3 clusters Score -2723910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2723920.250000 Penalty: 5044.242676
	Iteration 238Q: 3 clusters Score -2723920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2723924.750000 Penalty: 5044.242676
	Iteration 239Q: 3 clusters Score -2723925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2723932.500000 Penalty: 5044.242676
	Iteration 240F: 3 clusters Score -2723932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2723935.250000 Penalty: 5044.242676
	Iteration 241Q: 3 clusters Score -2723935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2723940.500000 Penalty: 5044.242676
	Iteration 242Q: 3 clusters Score -2723940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2723943.500000 Penalty: 5044.242676
	Iteration 243Q: 3 clusters Score -2723944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2723944.500000 Penalty: 5044.242676
	Iteration 244Q: 3 clusters Score -2723944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2723946.500000 Penalty: 5044.242676
	Iteration 245Q: 3 clusters Score -2723946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2723949.250000 Penalty: 5044.242676
	Iteration 246Q: 3 clusters Score -2723949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2723951.750000 Penalty: 5044.242676
	Iteration 247Q: 3 clusters Score -2723952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2723951.750000 Penalty: 5044.242676
	Iteration 248F: 3 clusters Score -2723952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (171222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171222 members 
Entering Unmasked Estep 
Score: -19080204.000000 Penalty: 2988.577637
	Iteration 0F: 2 clusters Score -1.90802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85956 members 
Mstep: Class 2 contains 85266 members 
Entering Unmasked Estep 
Score: -18968460.000000 Penalty: 5977.155273
	Iteration 0F: 3 clusters Score -1.896846e+07 nChanged 81925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 80963 members 
Entering Unmasked Estep 
Score: -19016546.000000 Penalty: 5977.155273
	Iteration 1F: 3 clusters Score -1.901655e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92860 members 
Mstep: Class 2 contains 78362 members 
Entering Unmasked Estep 
Score: -19018092.000000 Penalty: 5977.155273
	Iteration 2Q: 3 clusters Score -1.901809e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96861 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -19020334.000000 Penalty: 5977.155273
	Iteration 3Q: 3 clusters Score -1.902033e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102817 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -19023706.000000 Penalty: 5977.155273
	Iteration 4Q: 3 clusters Score -1.902371e+07 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111285 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -19029276.000000 Penalty: 5977.155273
	Iteration 5F: 3 clusters Score -1.902928e+07 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122620 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -19037808.000000 Penalty: 5977.155273
	Iteration 6F: 3 clusters Score -1.903781e+07 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135669 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -19049254.000000 Penalty: 5977.155273
	Iteration 7F: 3 clusters Score -1.904925e+07 nChanged 12745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148322 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -19060908.000000 Penalty: 5977.155273
	Iteration 8F: 3 clusters Score -1.906091e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158005 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -19069072.000000 Penalty: 5977.155273
	Iteration 9F: 3 clusters Score -1.906907e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163938 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -19073934.000000 Penalty: 5977.155273
	Iteration 10Q: 3 clusters Score -1.907393e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166887 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -19076132.000000 Penalty: 5977.155273
	Iteration 11Q: 3 clusters Score -1.907613e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168277 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -19077172.000000 Penalty: 5977.155273
	Iteration 12Q: 3 clusters Score -1.907717e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168884 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -19077794.000000 Penalty: 5977.155273
	Iteration 13Q: 3 clusters Score -1.907779e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169146 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -19078034.000000 Penalty: 5977.155273
	Iteration 14Q: 3 clusters Score -1.907803e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169271 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -19078130.000000 Penalty: 5977.155273
	Iteration 15Q: 3 clusters Score -1.907813e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169349 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -19078208.000000 Penalty: 5977.155273
	Iteration 16Q: 3 clusters Score -1.907821e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169380 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -19078264.000000 Penalty: 5977.155273
	Iteration 17Q: 3 clusters Score -1.907826e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169413 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -19078300.000000 Penalty: 5977.155273
	Iteration 18Q: 3 clusters Score -1.90783e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169440 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -19078282.000000 Penalty: 5977.155273
	Iteration 19Q: 3 clusters Score -1.907828e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169445 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -19078298.000000 Penalty: 5977.155273
	Iteration 20F: 3 clusters Score -1.90783e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169448 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -19078296.000000 Penalty: 5977.155273
	Iteration 21Q: 3 clusters Score -1.90783e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169462 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -19078308.000000 Penalty: 5977.155273
	Iteration 22Q: 3 clusters Score -1.907831e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169464 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -19078308.000000 Penalty: 5977.155273
	Iteration 23Q: 3 clusters Score -1.907831e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169465 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -19078332.000000 Penalty: 5977.155273
	Iteration 24Q: 3 clusters Score -1.907833e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169451 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -19078356.000000 Penalty: 5977.155273
	Iteration 25Q: 3 clusters Score -1.907836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169445 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -19078364.000000 Penalty: 5977.155273
	Iteration 26Q: 3 clusters Score -1.907836e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -19078374.000000 Penalty: 5977.155273
	Iteration 27Q: 3 clusters Score -1.907837e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169433 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -19078380.000000 Penalty: 5977.155273
	Iteration 28Q: 3 clusters Score -1.907838e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169425 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -19078398.000000 Penalty: 5977.155273
	Iteration 29Q: 3 clusters Score -1.90784e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169417 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -19078420.000000 Penalty: 5977.155273
	Iteration 30Q: 3 clusters Score -1.907842e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169404 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -19078430.000000 Penalty: 5977.155273
	Iteration 31Q: 3 clusters Score -1.907843e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169397 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -19078442.000000 Penalty: 5977.155273
	Iteration 32Q: 3 clusters Score -1.907844e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169392 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -19078464.000000 Penalty: 5977.155273
	Iteration 33Q: 3 clusters Score -1.907846e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169377 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -19078496.000000 Penalty: 5977.155273
	Iteration 34Q: 3 clusters Score -1.90785e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169361 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -19078492.000000 Penalty: 5977.155273
	Iteration 35Q: 3 clusters Score -1.907849e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169342 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -19078522.000000 Penalty: 5977.155273
	Iteration 36Q: 3 clusters Score -1.907852e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169322 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -19078530.000000 Penalty: 5977.155273
	Iteration 37Q: 3 clusters Score -1.907853e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169309 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -19078544.000000 Penalty: 5977.155273
	Iteration 38Q: 3 clusters Score -1.907854e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169293 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -19078548.000000 Penalty: 5977.155273
	Iteration 39Q: 3 clusters Score -1.907855e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169284 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -19078566.000000 Penalty: 5977.155273
	Iteration 40F: 3 clusters Score -1.907857e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169269 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -19078592.000000 Penalty: 5977.155273
	Iteration 41Q: 3 clusters Score -1.907859e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169254 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -19078642.000000 Penalty: 5977.155273
	Iteration 42Q: 3 clusters Score -1.907864e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169230 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -19078640.000000 Penalty: 5977.155273
	Iteration 43Q: 3 clusters Score -1.907864e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169212 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -19078656.000000 Penalty: 5977.155273
	Iteration 44Q: 3 clusters Score -1.907866e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169204 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -19078688.000000 Penalty: 5977.155273
	Iteration 45Q: 3 clusters Score -1.907869e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169197 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -19078688.000000 Penalty: 5977.155273
	Iteration 46Q: 3 clusters Score -1.907869e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169188 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -19078684.000000 Penalty: 5977.155273
	Iteration 47Q: 3 clusters Score -1.907868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169171 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -19078694.000000 Penalty: 5977.155273
	Iteration 48Q: 3 clusters Score -1.907869e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169154 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -19078708.000000 Penalty: 5977.155273
	Iteration 49Q: 3 clusters Score -1.907871e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169142 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -19078722.000000 Penalty: 5977.155273
	Iteration 50Q: 3 clusters Score -1.907872e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169121 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -19078734.000000 Penalty: 5977.155273
	Iteration 51Q: 3 clusters Score -1.907873e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169099 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -19078746.000000 Penalty: 5977.155273
	Iteration 52Q: 3 clusters Score -1.907875e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169071 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -19078766.000000 Penalty: 5977.155273
	Iteration 53Q: 3 clusters Score -1.907877e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169031 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -19078762.000000 Penalty: 5977.155273
	Iteration 54Q: 3 clusters Score -1.907876e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168992 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -19078784.000000 Penalty: 5977.155273
	Iteration 55Q: 3 clusters Score -1.907878e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168951 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -19078784.000000 Penalty: 5977.155273
	Iteration 56Q: 3 clusters Score -1.907878e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168918 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -19078790.000000 Penalty: 5977.155273
	Iteration 57Q: 3 clusters Score -1.907879e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168882 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -19078772.000000 Penalty: 5977.155273
	Iteration 58Q: 3 clusters Score -1.907877e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168845 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -19078778.000000 Penalty: 5977.155273
	Iteration 59Q: 3 clusters Score -1.907878e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168819 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -19078828.000000 Penalty: 5977.155273
	Iteration 60F: 3 clusters Score -1.907883e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168776 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -19078848.000000 Penalty: 5977.155273
	Iteration 61Q: 3 clusters Score -1.907885e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168746 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -19078860.000000 Penalty: 5977.155273
	Iteration 62Q: 3 clusters Score -1.907886e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168714 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -19078906.000000 Penalty: 5977.155273
	Iteration 63Q: 3 clusters Score -1.907891e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168675 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -19078942.000000 Penalty: 5977.155273
	Iteration 64Q: 3 clusters Score -1.907894e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168646 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -19078936.000000 Penalty: 5977.155273
	Iteration 65Q: 3 clusters Score -1.907894e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168618 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -19078948.000000 Penalty: 5977.155273
	Iteration 66Q: 3 clusters Score -1.907895e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168599 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -19078968.000000 Penalty: 5977.155273
	Iteration 67Q: 3 clusters Score -1.907897e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168579 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -19078998.000000 Penalty: 5977.155273
	Iteration 68Q: 3 clusters Score -1.9079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168562 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -19079008.000000 Penalty: 5977.155273
	Iteration 69Q: 3 clusters Score -1.907901e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168548 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -19079008.000000 Penalty: 5977.155273
	Iteration 70Q: 3 clusters Score -1.907901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168529 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -19079004.000000 Penalty: 5977.155273
	Iteration 71Q: 3 clusters Score -1.9079e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168510 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -19078986.000000 Penalty: 5977.155273
	Iteration 72Q: 3 clusters Score -1.907899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168501 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -19079004.000000 Penalty: 5977.155273
	Iteration 73Q: 3 clusters Score -1.9079e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168489 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -19079026.000000 Penalty: 5977.155273
	Iteration 74Q: 3 clusters Score -1.907903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168480 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -19079046.000000 Penalty: 5977.155273
	Iteration 75Q: 3 clusters Score -1.907905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168471 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -19079038.000000 Penalty: 5977.155273
	Iteration 76Q: 3 clusters Score -1.907904e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168462 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -19079026.000000 Penalty: 5977.155273
	Iteration 77Q: 3 clusters Score -1.907903e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168460 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -19079026.000000 Penalty: 5977.155273
	Iteration 78Q: 3 clusters Score -1.907903e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168454 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -19079038.000000 Penalty: 5977.155273
	Iteration 79Q: 3 clusters Score -1.907904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168449 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -19079028.000000 Penalty: 5977.155273
	Iteration 80F: 3 clusters Score -1.907903e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168439 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -19079032.000000 Penalty: 5977.155273
	Iteration 81Q: 3 clusters Score -1.907903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168430 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -19079038.000000 Penalty: 5977.155273
	Iteration 82Q: 3 clusters Score -1.907904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168427 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -19079040.000000 Penalty: 5977.155273
	Iteration 83Q: 3 clusters Score -1.907904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168421 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -19079040.000000 Penalty: 5977.155273
	Iteration 84Q: 3 clusters Score -1.907904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168419 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -19079036.000000 Penalty: 5977.155273
	Iteration 85Q: 3 clusters Score -1.907904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168421 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -19079010.000000 Penalty: 5977.155273
	Iteration 86Q: 3 clusters Score -1.907901e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168420 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -19079024.000000 Penalty: 5977.155273
	Iteration 87Q: 3 clusters Score -1.907902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168416 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -19079020.000000 Penalty: 5977.155273
	Iteration 88Q: 3 clusters Score -1.907902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168411 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -19079018.000000 Penalty: 5977.155273
	Iteration 89Q: 3 clusters Score -1.907902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168410 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -19079002.000000 Penalty: 5977.155273
	Iteration 90Q: 3 clusters Score -1.9079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168410 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -19078996.000000 Penalty: 5977.155273
	Iteration 91Q: 3 clusters Score -1.9079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168405 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -19079024.000000 Penalty: 5977.155273
	Iteration 92Q: 3 clusters Score -1.907902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168402 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -19079038.000000 Penalty: 5977.155273
	Iteration 93Q: 3 clusters Score -1.907904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168396 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -19079028.000000 Penalty: 5977.155273
	Iteration 94Q: 3 clusters Score -1.907903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168389 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -19079050.000000 Penalty: 5977.155273
	Iteration 95Q: 3 clusters Score -1.907905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168385 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -19079038.000000 Penalty: 5977.155273
	Iteration 96Q: 3 clusters Score -1.907904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168384 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -19079046.000000 Penalty: 5977.155273
	Iteration 97Q: 3 clusters Score -1.907905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168385 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -19079038.000000 Penalty: 5977.155273
	Iteration 98Q: 3 clusters Score -1.907904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168386 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -19079050.000000 Penalty: 5977.155273
	Iteration 99Q: 3 clusters Score -1.907905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168385 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -19079040.000000 Penalty: 5977.155273
	Iteration 100F: 3 clusters Score -1.907904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -86271.195312 Penalty: 1685.057495
	Iteration 0F: 2 clusters Score -86271.2 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 446 members 
Entering Unmasked Estep 
Score: -84486.609375 Penalty: 3370.114990
	Iteration 0F: 3 clusters Score -84486.61 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -85013.718750 Penalty: 3370.114990
	Iteration 1F: 3 clusters Score -85013.72 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -85219.531250 Penalty: 3370.114990
	Iteration 2F: 3 clusters Score -85219.53 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -85376.078125 Penalty: 3370.114990
	Iteration 3F: 3 clusters Score -85376.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -85465.773438 Penalty: 3370.114990
	Iteration 4Q: 3 clusters Score -85465.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -85520.078125 Penalty: 3370.114990
	Iteration 5Q: 3 clusters Score -85520.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -85556.445312 Penalty: 3370.114990
	Iteration 6Q: 3 clusters Score -85556.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -85604.210938 Penalty: 3370.114990
	Iteration 7Q: 3 clusters Score -85604.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -85638.015625 Penalty: 3370.114990
	Iteration 8Q: 3 clusters Score -85638.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -85655.179688 Penalty: 3370.114990
	Iteration 9Q: 3 clusters Score -85655.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -85668.054688 Penalty: 3370.114990
	Iteration 10Q: 3 clusters Score -85668.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -85691.312500 Penalty: 3370.114990
	Iteration 11Q: 3 clusters Score -85691.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -85717.382812 Penalty: 3370.114990
	Iteration 12Q: 3 clusters Score -85717.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -85769.468750 Penalty: 3370.114990
	Iteration 13Q: 3 clusters Score -85769.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -85816.085938 Penalty: 3370.114990
	Iteration 14Q: 3 clusters Score -85816.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -85829.039062 Penalty: 3370.114990
	Iteration 15Q: 3 clusters Score -85829.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -85837.289062 Penalty: 3370.114990
	Iteration 16Q: 3 clusters Score -85837.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -85838.476562 Penalty: 3370.114990
	Iteration 17Q: 3 clusters Score -85838.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -85839.703125 Penalty: 3370.114990
	Iteration 18Q: 3 clusters Score -85839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -85840.546875 Penalty: 3370.114990
	Iteration 19Q: 3 clusters Score -85840.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -85840.546875 Penalty: 3370.114990
	Iteration 20F: 3 clusters Score -85840.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Entering Unmasked Estep 
Score: -4231308.500000 Penalty: 2621.654785
	Iteration 0F: 2 clusters Score -4231308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -4204704.500000 Penalty: 5243.309570
	Iteration 0F: 3 clusters Score -4204704 nChanged 17843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -4214627.500000 Penalty: 5243.309570
	Iteration 1F: 3 clusters Score -4214628 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -4215325.000000 Penalty: 5243.309570
	Iteration 2Q: 3 clusters Score -4215325 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -4216176.000000 Penalty: 5243.309570
	Iteration 3Q: 3 clusters Score -4216176 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -4217294.500000 Penalty: 5243.309570
	Iteration 4F: 3 clusters Score -4217294 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -4218974.500000 Penalty: 5243.309570
	Iteration 5F: 3 clusters Score -4218974 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -4221260.000000 Penalty: 5243.309570
	Iteration 6F: 3 clusters Score -4221260 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -4223792.000000 Penalty: 5243.309570
	Iteration 7F: 3 clusters Score -4223792 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4225966.000000 Penalty: 5243.309570
	Iteration 8F: 3 clusters Score -4225966 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4227496.000000 Penalty: 5243.309570
	Iteration 9Q: 3 clusters Score -4227496 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4228290.000000 Penalty: 5243.309570
	Iteration 10Q: 3 clusters Score -4228290 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4228642.500000 Penalty: 5243.309570
	Iteration 11Q: 3 clusters Score -4228642 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4228812.500000 Penalty: 5243.309570
	Iteration 12Q: 3 clusters Score -4228812 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4228891.500000 Penalty: 5243.309570
	Iteration 13Q: 3 clusters Score -4228892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4228943.000000 Penalty: 5243.309570
	Iteration 14Q: 3 clusters Score -4228943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4228966.000000 Penalty: 5243.309570
	Iteration 15Q: 3 clusters Score -4228966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4228982.500000 Penalty: 5243.309570
	Iteration 16Q: 3 clusters Score -4228982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4228997.500000 Penalty: 5243.309570
	Iteration 17Q: 3 clusters Score -4228998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4229016.500000 Penalty: 5243.309570
	Iteration 18Q: 3 clusters Score -4229016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4229042.000000 Penalty: 5243.309570
	Iteration 19Q: 3 clusters Score -4229042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4229036.500000 Penalty: 5243.309570
	Iteration 20F: 3 clusters Score -4229036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4229045.000000 Penalty: 5243.309570
	Iteration 21Q: 3 clusters Score -4229045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4229058.500000 Penalty: 5243.309570
	Iteration 22Q: 3 clusters Score -4229058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4229069.000000 Penalty: 5243.309570
	Iteration 23Q: 3 clusters Score -4229069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4229076.000000 Penalty: 5243.309570
	Iteration 24Q: 3 clusters Score -4229076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4229077.500000 Penalty: 5243.309570
	Iteration 25Q: 3 clusters Score -4229078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4229076.500000 Penalty: 5243.309570
	Iteration 26Q: 3 clusters Score -4229076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4229076.500000 Penalty: 5243.309570
	Iteration 27F: 3 clusters Score -4229076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Entering Unmasked Estep 
Score: -3561327.250000 Penalty: 2568.979736
	Iteration 0F: 2 clusters Score -3561327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3539763.500000 Penalty: 5137.959473
	Iteration 0F: 3 clusters Score -3539764 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3547507.750000 Penalty: 5137.959473
	Iteration 1F: 3 clusters Score -3547508 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -3547993.750000 Penalty: 5137.959473
	Iteration 2Q: 3 clusters Score -3547994 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3548414.750000 Penalty: 5137.959473
	Iteration 3Q: 3 clusters Score -3548415 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -3548795.250000 Penalty: 5137.959473
	Iteration 4Q: 3 clusters Score -3548795 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3549206.750000 Penalty: 5137.959473
	Iteration 5Q: 3 clusters Score -3549207 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3549755.500000 Penalty: 5137.959473
	Iteration 6Q: 3 clusters Score -3549756 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -3550500.500000 Penalty: 5137.959473
	Iteration 7Q: 3 clusters Score -3550500 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3551430.000000 Penalty: 5137.959473
	Iteration 8F: 3 clusters Score -3551430 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -3552614.000000 Penalty: 5137.959473
	Iteration 9F: 3 clusters Score -3552614 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -3553857.250000 Penalty: 5137.959473
	Iteration 10F: 3 clusters Score -3553857 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -3555046.250000 Penalty: 5137.959473
	Iteration 11F: 3 clusters Score -3555046 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3556050.750000 Penalty: 5137.959473
	Iteration 12Q: 3 clusters Score -3556051 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3556881.500000 Penalty: 5137.959473
	Iteration 13Q: 3 clusters Score -3556882 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3557428.750000 Penalty: 5137.959473
	Iteration 14Q: 3 clusters Score -3557429 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3557844.500000 Penalty: 5137.959473
	Iteration 15Q: 3 clusters Score -3557844 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3558175.500000 Penalty: 5137.959473
	Iteration 16Q: 3 clusters Score -3558176 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3558379.250000 Penalty: 5137.959473
	Iteration 17Q: 3 clusters Score -3558379 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3558557.500000 Penalty: 5137.959473
	Iteration 18Q: 3 clusters Score -3558558 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3558736.500000 Penalty: 5137.959473
	Iteration 19Q: 3 clusters Score -3558736 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3558813.250000 Penalty: 5137.959473
	Iteration 20F: 3 clusters Score -3558813 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3558876.250000 Penalty: 5137.959473
	Iteration 21Q: 3 clusters Score -3558876 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3558948.750000 Penalty: 5137.959473
	Iteration 22Q: 3 clusters Score -3558949 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3558989.000000 Penalty: 5137.959473
	Iteration 23Q: 3 clusters Score -3558989 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3559007.250000 Penalty: 5137.959473
	Iteration 24Q: 3 clusters Score -3559007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3559035.000000 Penalty: 5137.959473
	Iteration 25Q: 3 clusters Score -3559035 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3559048.750000 Penalty: 5137.959473
	Iteration 26Q: 3 clusters Score -3559049 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3559072.500000 Penalty: 5137.959473
	Iteration 27Q: 3 clusters Score -3559072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3559082.500000 Penalty: 5137.959473
	Iteration 28Q: 3 clusters Score -3559082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3559095.000000 Penalty: 5137.959473
	Iteration 29Q: 3 clusters Score -3559095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3559109.250000 Penalty: 5137.959473
	Iteration 30Q: 3 clusters Score -3559109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3559121.000000 Penalty: 5137.959473
	Iteration 31Q: 3 clusters Score -3559121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3559121.750000 Penalty: 5137.959473
	Iteration 32Q: 3 clusters Score -3559122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3559142.500000 Penalty: 5137.959473
	Iteration 33Q: 3 clusters Score -3559142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3559145.500000 Penalty: 5137.959473
	Iteration 34Q: 3 clusters Score -3559146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3559149.000000 Penalty: 5137.959473
	Iteration 35Q: 3 clusters Score -3559149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3559150.000000 Penalty: 5137.959473
	Iteration 36Q: 3 clusters Score -3559150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3559152.000000 Penalty: 5137.959473
	Iteration 37Q: 3 clusters Score -3559152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3559159.250000 Penalty: 5137.959473
	Iteration 38Q: 3 clusters Score -3559159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3559166.250000 Penalty: 5137.959473
	Iteration 39Q: 3 clusters Score -3559166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3559168.750000 Penalty: 5137.959473
	Iteration 40F: 3 clusters Score -3559169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3559174.500000 Penalty: 5137.959473
	Iteration 41Q: 3 clusters Score -3559174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3559178.250000 Penalty: 5137.959473
	Iteration 42Q: 3 clusters Score -3559178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3559182.250000 Penalty: 5137.959473
	Iteration 43Q: 3 clusters Score -3559182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3559181.000000 Penalty: 5137.959473
	Iteration 44Q: 3 clusters Score -3559181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3559183.500000 Penalty: 5137.959473
	Iteration 45Q: 3 clusters Score -3559184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3559188.250000 Penalty: 5137.959473
	Iteration 46Q: 3 clusters Score -3559188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3559188.750000 Penalty: 5137.959473
	Iteration 47Q: 3 clusters Score -3559189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3559188.750000 Penalty: 5137.959473
	Iteration 48F: 3 clusters Score -3559189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Entering Unmasked Estep 
Score: -324027.437500 Penalty: 1982.250244
	Iteration 0F: 2 clusters Score -324027.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -320771.843750 Penalty: 3964.500488
	Iteration 0F: 3 clusters Score -320771.8 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -321414.718750 Penalty: 3964.500488
	Iteration 1F: 3 clusters Score -321414.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -321658.218750 Penalty: 3964.500488
	Iteration 2F: 3 clusters Score -321658.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -321929.906250 Penalty: 3964.500488
	Iteration 3F: 3 clusters Score -321929.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -322080.937500 Penalty: 3964.500488
	Iteration 4F: 3 clusters Score -322080.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -322186.406250 Penalty: 3964.500488
	Iteration 5Q: 3 clusters Score -322186.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -322276.625000 Penalty: 3964.500488
	Iteration 6Q: 3 clusters Score -322276.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -322368.218750 Penalty: 3964.500488
	Iteration 7Q: 3 clusters Score -322368.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -322443.906250 Penalty: 3964.500488
	Iteration 8Q: 3 clusters Score -322443.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -322506.343750 Penalty: 3964.500488
	Iteration 9Q: 3 clusters Score -322506.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -322572.125000 Penalty: 3964.500488
	Iteration 10Q: 3 clusters Score -322572.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -322636.250000 Penalty: 3964.500488
	Iteration 11Q: 3 clusters Score -322636.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -322712.906250 Penalty: 3964.500488
	Iteration 12Q: 3 clusters Score -322712.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -322784.218750 Penalty: 3964.500488
	Iteration 13Q: 3 clusters Score -322784.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -322839.093750 Penalty: 3964.500488
	Iteration 14Q: 3 clusters Score -322839.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -322878.687500 Penalty: 3964.500488
	Iteration 15Q: 3 clusters Score -322878.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -322917.718750 Penalty: 3964.500488
	Iteration 16Q: 3 clusters Score -322917.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -322951.718750 Penalty: 3964.500488
	Iteration 17Q: 3 clusters Score -322951.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -322973.562500 Penalty: 3964.500488
	Iteration 18Q: 3 clusters Score -322973.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -322990.062500 Penalty: 3964.500488
	Iteration 19Q: 3 clusters Score -322990.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -323008.531250 Penalty: 3964.500488
	Iteration 20F: 3 clusters Score -323008.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -323021.968750 Penalty: 3964.500488
	Iteration 21Q: 3 clusters Score -323022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -323042.125000 Penalty: 3964.500488
	Iteration 22Q: 3 clusters Score -323042.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -323056.125000 Penalty: 3964.500488
	Iteration 23Q: 3 clusters Score -323056.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -323066.031250 Penalty: 3964.500488
	Iteration 24Q: 3 clusters Score -323066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -323076.125000 Penalty: 3964.500488
	Iteration 25Q: 3 clusters Score -323076.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -323082.375000 Penalty: 3964.500488
	Iteration 26Q: 3 clusters Score -323082.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -323087.125000 Penalty: 3964.500488
	Iteration 27Q: 3 clusters Score -323087.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -323090.281250 Penalty: 3964.500488
	Iteration 28Q: 3 clusters Score -323090.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -323092.531250 Penalty: 3964.500488
	Iteration 29Q: 3 clusters Score -323092.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -323093.781250 Penalty: 3964.500488
	Iteration 30Q: 3 clusters Score -323093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -323095.031250 Penalty: 3964.500488
	Iteration 31Q: 3 clusters Score -323095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -323095.031250 Penalty: 3964.500488
	Iteration 32F: 3 clusters Score -323095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (110969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110969 members 
Entering Unmasked Estep 
Score: -12584739.000000 Penalty: 2881.017578
	Iteration 0F: 2 clusters Score -1.258474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -12510589.000000 Penalty: 5762.035156
	Iteration 0F: 3 clusters Score -1.251059e+07 nChanged 52473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -12540564.000000 Penalty: 5762.035156
	Iteration 1F: 3 clusters Score -1.254056e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -12541490.000000 Penalty: 5762.035156
	Iteration 2Q: 3 clusters Score -1.254149e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 62687 members 
Entering Unmasked Estep 
Score: -12542838.000000 Penalty: 5762.035156
	Iteration 3Q: 3 clusters Score -1.254284e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -12545013.000000 Penalty: 5762.035156
	Iteration 4Q: 3 clusters Score -1.254501e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 72378 members 
Entering Unmasked Estep 
Score: -12548758.000000 Penalty: 5762.035156
	Iteration 5F: 3 clusters Score -1.254876e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 79980 members 
Entering Unmasked Estep 
Score: -12554811.000000 Penalty: 5762.035156
	Iteration 6F: 3 clusters Score -1.255481e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 88823 members 
Entering Unmasked Estep 
Score: -12562738.000000 Penalty: 5762.035156
	Iteration 7F: 3 clusters Score -1.256274e+07 nChanged 8309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 97032 members 
Entering Unmasked Estep 
Score: -12570584.000000 Penalty: 5762.035156
	Iteration 8F: 3 clusters Score -1.257058e+07 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 102959 members 
Entering Unmasked Estep 
Score: -12576300.000000 Penalty: 5762.035156
	Iteration 9F: 3 clusters Score -1.25763e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 106255 members 
Entering Unmasked Estep 
Score: -12579395.000000 Penalty: 5762.035156
	Iteration 10Q: 3 clusters Score -1.25794e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 107918 members 
Entering Unmasked Estep 
Score: -12580913.000000 Penalty: 5762.035156
	Iteration 11Q: 3 clusters Score -1.258091e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 108749 members 
Entering Unmasked Estep 
Score: -12581642.000000 Penalty: 5762.035156
	Iteration 12Q: 3 clusters Score -1.258164e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 109199 members 
Entering Unmasked Estep 
Score: -12582021.000000 Penalty: 5762.035156
	Iteration 13Q: 3 clusters Score -1.258202e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 109448 members 
Entering Unmasked Estep 
Score: -12582198.000000 Penalty: 5762.035156
	Iteration 14Q: 3 clusters Score -1.25822e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 109606 members 
Entering Unmasked Estep 
Score: -12582346.000000 Penalty: 5762.035156
	Iteration 15Q: 3 clusters Score -1.258235e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 109687 members 
Entering Unmasked Estep 
Score: -12582381.000000 Penalty: 5762.035156
	Iteration 16Q: 3 clusters Score -1.258238e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 109749 members 
Entering Unmasked Estep 
Score: -12582402.000000 Penalty: 5762.035156
	Iteration 17Q: 3 clusters Score -1.25824e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 109796 members 
Entering Unmasked Estep 
Score: -12582473.000000 Penalty: 5762.035156
	Iteration 18Q: 3 clusters Score -1.258247e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 109828 members 
Entering Unmasked Estep 
Score: -12582484.000000 Penalty: 5762.035156
	Iteration 19Q: 3 clusters Score -1.258248e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 109855 members 
Entering Unmasked Estep 
Score: -12582496.000000 Penalty: 5762.035156
	Iteration 20F: 3 clusters Score -1.25825e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 109869 members 
Entering Unmasked Estep 
Score: -12582496.000000 Penalty: 5762.035156
	Iteration 21Q: 3 clusters Score -1.25825e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 109880 members 
Entering Unmasked Estep 
Score: -12582506.000000 Penalty: 5762.035156
	Iteration 22Q: 3 clusters Score -1.258251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 109890 members 
Entering Unmasked Estep 
Score: -12582518.000000 Penalty: 5762.035156
	Iteration 23Q: 3 clusters Score -1.258252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 109899 members 
Entering Unmasked Estep 
Score: -12582519.000000 Penalty: 5762.035156
	Iteration 24Q: 3 clusters Score -1.258252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 109906 members 
Entering Unmasked Estep 
Score: -12582519.000000 Penalty: 5762.035156
	Iteration 25Q: 3 clusters Score -1.258252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 109915 members 
Entering Unmasked Estep 
Score: -12582508.000000 Penalty: 5762.035156
	Iteration 26Q: 3 clusters Score -1.258251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 109921 members 
Entering Unmasked Estep 
Score: -12582513.000000 Penalty: 5762.035156
	Iteration 27Q: 3 clusters Score -1.258251e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 109929 members 
Entering Unmasked Estep 
Score: -12582517.000000 Penalty: 5762.035156
	Iteration 28Q: 3 clusters Score -1.258252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 109935 members 
Entering Unmasked Estep 
Score: -12582528.000000 Penalty: 5762.035156
	Iteration 29Q: 3 clusters Score -1.258253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 109940 members 
Entering Unmasked Estep 
Score: -12582535.000000 Penalty: 5762.035156
	Iteration 30Q: 3 clusters Score -1.258254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 109943 members 
Entering Unmasked Estep 
Score: -12582543.000000 Penalty: 5762.035156
	Iteration 31Q: 3 clusters Score -1.258254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 109945 members 
Entering Unmasked Estep 
Score: -12582536.000000 Penalty: 5762.035156
	Iteration 32Q: 3 clusters Score -1.258254e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 109945 members 
Entering Unmasked Estep 
Score: -12582536.000000 Penalty: 5762.035156
	Iteration 33F: 3 clusters Score -1.258254e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Entering Unmasked Estep 
Score: -244180.453125 Penalty: 1914.564453
	Iteration 0F: 2 clusters Score -244180.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -241359.343750 Penalty: 3829.128906
	Iteration 0F: 3 clusters Score -241359.3 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -241879.171875 Penalty: 3829.128906
	Iteration 1F: 3 clusters Score -241879.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -242005.968750 Penalty: 3829.128906
	Iteration 2F: 3 clusters Score -242006 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -242068.968750 Penalty: 3829.128906
	Iteration 3Q: 3 clusters Score -242069 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -242103.312500 Penalty: 3829.128906
	Iteration 4Q: 3 clusters Score -242103.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -242130.765625 Penalty: 3829.128906
	Iteration 5Q: 3 clusters Score -242130.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -242153.000000 Penalty: 3829.128906
	Iteration 6Q: 3 clusters Score -242153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -242168.875000 Penalty: 3829.128906
	Iteration 7Q: 3 clusters Score -242168.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -242183.750000 Penalty: 3829.128906
	Iteration 8Q: 3 clusters Score -242183.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -242193.937500 Penalty: 3829.128906
	Iteration 9Q: 3 clusters Score -242193.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -242202.375000 Penalty: 3829.128906
	Iteration 10Q: 3 clusters Score -242202.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -242209.296875 Penalty: 3829.128906
	Iteration 11Q: 3 clusters Score -242209.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -242217.765625 Penalty: 3829.128906
	Iteration 12Q: 3 clusters Score -242217.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -242223.875000 Penalty: 3829.128906
	Iteration 13Q: 3 clusters Score -242223.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -242232.875000 Penalty: 3829.128906
	Iteration 14Q: 3 clusters Score -242232.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -242240.750000 Penalty: 3829.128906
	Iteration 15Q: 3 clusters Score -242240.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -242245.906250 Penalty: 3829.128906
	Iteration 16Q: 3 clusters Score -242245.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -242250.531250 Penalty: 3829.128906
	Iteration 17Q: 3 clusters Score -242250.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -242255.031250 Penalty: 3829.128906
	Iteration 18Q: 3 clusters Score -242255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -242259.937500 Penalty: 3829.128906
	Iteration 19Q: 3 clusters Score -242259.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -242260.718750 Penalty: 3829.128906
	Iteration 20F: 3 clusters Score -242260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -242261.500000 Penalty: 3829.128906
	Iteration 21Q: 3 clusters Score -242261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -242262.140625 Penalty: 3829.128906
	Iteration 22Q: 3 clusters Score -242262.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -242262.484375 Penalty: 3829.128906
	Iteration 23Q: 3 clusters Score -242262.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -242262.484375 Penalty: 3829.128906
	Iteration 24F: 3 clusters Score -242262.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Entering Unmasked Estep 
Score: -1252792.625000 Penalty: 2312.225586
	Iteration 0F: 2 clusters Score -1252793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1244367.000000 Penalty: 4624.451172
	Iteration 0F: 3 clusters Score -1244367 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1246845.375000 Penalty: 4624.451172
	Iteration 1F: 3 clusters Score -1246845 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1247207.625000 Penalty: 4624.451172
	Iteration 2F: 3 clusters Score -1247208 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1247484.250000 Penalty: 4624.451172
	Iteration 3F: 3 clusters Score -1247484 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1247740.500000 Penalty: 4624.451172
	Iteration 4Q: 3 clusters Score -1247740 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1247980.500000 Penalty: 4624.451172
	Iteration 5Q: 3 clusters Score -1247980 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1248288.250000 Penalty: 4624.451172
	Iteration 6Q: 3 clusters Score -1248288 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1248680.625000 Penalty: 4624.451172
	Iteration 7F: 3 clusters Score -1248681 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1249047.125000 Penalty: 4624.451172
	Iteration 8Q: 3 clusters Score -1249047 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1249440.625000 Penalty: 4624.451172
	Iteration 9Q: 3 clusters Score -1249441 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1249841.500000 Penalty: 4624.451172
	Iteration 10Q: 3 clusters Score -1249842 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1250223.625000 Penalty: 4624.451172
	Iteration 11Q: 3 clusters Score -1250224 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1250525.625000 Penalty: 4624.451172
	Iteration 12Q: 3 clusters Score -1250526 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1250733.875000 Penalty: 4624.451172
	Iteration 13Q: 3 clusters Score -1250734 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1250861.625000 Penalty: 4624.451172
	Iteration 14Q: 3 clusters Score -1250862 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1250938.000000 Penalty: 4624.451172
	Iteration 15Q: 3 clusters Score -1250938 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1250997.875000 Penalty: 4624.451172
	Iteration 16Q: 3 clusters Score -1250998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1251042.375000 Penalty: 4624.451172
	Iteration 17Q: 3 clusters Score -1251042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1251073.375000 Penalty: 4624.451172
	Iteration 18Q: 3 clusters Score -1251073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1251091.375000 Penalty: 4624.451172
	Iteration 19Q: 3 clusters Score -1251091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1251099.500000 Penalty: 4624.451172
	Iteration 20F: 3 clusters Score -1251100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1251102.750000 Penalty: 4624.451172
	Iteration 21Q: 3 clusters Score -1251103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1251105.750000 Penalty: 4624.451172
	Iteration 22Q: 3 clusters Score -1251106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1251107.875000 Penalty: 4624.451172
	Iteration 23Q: 3 clusters Score -1251108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1251107.000000 Penalty: 4624.451172
	Iteration 24Q: 3 clusters Score -1251107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1251107.000000 Penalty: 4624.451172
	Iteration 25F: 3 clusters Score -1251107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (320517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320517 members 
Entering Unmasked Estep 
Score: -35408672.000000 Penalty: 3144.067139
	Iteration 0F: 2 clusters Score -3.540867e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160678 members 
Mstep: Class 2 contains 159839 members 
Entering Unmasked Estep 
Score: -35226052.000000 Penalty: 6288.134277
	Iteration 0F: 3 clusters Score -3.522605e+07 nChanged 155328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167068 members 
Mstep: Class 2 contains 153449 members 
Entering Unmasked Estep 
Score: -35319032.000000 Penalty: 6288.134277
	Iteration 1F: 3 clusters Score -3.531903e+07 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171343 members 
Mstep: Class 2 contains 149174 members 
Entering Unmasked Estep 
Score: -35321528.000000 Penalty: 6288.134277
	Iteration 2Q: 3 clusters Score -3.532153e+07 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177930 members 
Mstep: Class 2 contains 142587 members 
Entering Unmasked Estep 
Score: -35324960.000000 Penalty: 6288.134277
	Iteration 3Q: 3 clusters Score -3.532496e+07 nChanged 13354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187478 members 
Mstep: Class 2 contains 133039 members 
Entering Unmasked Estep 
Score: -35330624.000000 Penalty: 6288.134277
	Iteration 4Q: 3 clusters Score -3.533062e+07 nChanged 16344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200430 members 
Mstep: Class 2 contains 120087 members 
Entering Unmasked Estep 
Score: -35338760.000000 Penalty: 6288.134277
	Iteration 5F: 3 clusters Score -3.533876e+07 nChanged 19301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216491 members 
Mstep: Class 2 contains 104026 members 
Entering Unmasked Estep 
Score: -35350456.000000 Penalty: 6288.134277
	Iteration 6F: 3 clusters Score -3.535046e+07 nChanged 20727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234186 members 
Mstep: Class 2 contains 86331 members 
Entering Unmasked Estep 
Score: -35364936.000000 Penalty: 6288.134277
	Iteration 7F: 3 clusters Score -3.536494e+07 nChanged 19367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250171 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -35378784.000000 Penalty: 6288.134277
	Iteration 8F: 3 clusters Score -3.537878e+07 nChanged 15666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262335 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
Score: -35388472.000000 Penalty: 6288.134277
	Iteration 9Q: 3 clusters Score -3.538847e+07 nChanged 11779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270998 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -35395600.000000 Penalty: 6288.134277
	Iteration 10Q: 3 clusters Score -3.53956e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277476 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -35400080.000000 Penalty: 6288.134277
	Iteration 11Q: 3 clusters Score -3.540008e+07 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282974 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -35403396.000000 Penalty: 6288.134277
	Iteration 12Q: 3 clusters Score -3.54034e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287826 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -35406248.000000 Penalty: 6288.134277
	Iteration 13Q: 3 clusters Score -3.540625e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292266 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -35407784.000000 Penalty: 6288.134277
	Iteration 14Q: 3 clusters Score -3.540778e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296048 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -35409136.000000 Penalty: 6288.134277
	Iteration 15Q: 3 clusters Score -3.540914e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299430 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -35410636.000000 Penalty: 6288.134277
	Iteration 16Q: 3 clusters Score -3.541064e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302416 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -35411504.000000 Penalty: 6288.134277
	Iteration 17Q: 3 clusters Score -3.54115e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305050 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -35411608.000000 Penalty: 6288.134277
	Iteration 18Q: 3 clusters Score -3.541161e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307277 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -35411492.000000 Penalty: 6288.134277
	Iteration 19Q: 3 clusters Score -3.541149e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309301 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -35411136.000000 Penalty: 6288.134277
	Iteration 20F: 3 clusters Score -3.541114e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310979 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -35410528.000000 Penalty: 6288.134277
	Iteration 21Q: 3 clusters Score -3.541053e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312371 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -35410004.000000 Penalty: 6288.134277
	Iteration 22Q: 3 clusters Score -3.541e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313515 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -35409588.000000 Penalty: 6288.134277
	Iteration 23Q: 3 clusters Score -3.540959e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314481 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -35409244.000000 Penalty: 6288.134277
	Iteration 24Q: 3 clusters Score -3.540924e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315297 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -35408744.000000 Penalty: 6288.134277
	Iteration 25Q: 3 clusters Score -3.540874e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315961 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -35408488.000000 Penalty: 6288.134277
	Iteration 26Q: 3 clusters Score -3.540849e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316502 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -35408176.000000 Penalty: 6288.134277
	Iteration 27Q: 3 clusters Score -3.540818e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316946 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -35408056.000000 Penalty: 6288.134277
	Iteration 28Q: 3 clusters Score -3.540806e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317290 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -35407856.000000 Penalty: 6288.134277
	Iteration 29Q: 3 clusters Score -3.540786e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317603 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -35407652.000000 Penalty: 6288.134277
	Iteration 30Q: 3 clusters Score -3.540765e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317839 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -35407660.000000 Penalty: 6288.134277
	Iteration 31Q: 3 clusters Score -3.540766e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318050 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -35407540.000000 Penalty: 6288.134277
	Iteration 32Q: 3 clusters Score -3.540754e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318211 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -35407616.000000 Penalty: 6288.134277
	Iteration 33Q: 3 clusters Score -3.540762e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318374 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -35407604.000000 Penalty: 6288.134277
	Iteration 34Q: 3 clusters Score -3.54076e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318503 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -35407528.000000 Penalty: 6288.134277
	Iteration 35Q: 3 clusters Score -3.540753e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318608 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -35407512.000000 Penalty: 6288.134277
	Iteration 36Q: 3 clusters Score -3.540751e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318687 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -35407468.000000 Penalty: 6288.134277
	Iteration 37Q: 3 clusters Score -3.540747e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318762 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -35407460.000000 Penalty: 6288.134277
	Iteration 38Q: 3 clusters Score -3.540746e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318817 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -35407448.000000 Penalty: 6288.134277
	Iteration 39Q: 3 clusters Score -3.540745e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318869 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -35407408.000000 Penalty: 6288.134277
	Iteration 40F: 3 clusters Score -3.540741e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318907 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -35407408.000000 Penalty: 6288.134277
	Iteration 41Q: 3 clusters Score -3.540741e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318939 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -35407332.000000 Penalty: 6288.134277
	Iteration 42Q: 3 clusters Score -3.540733e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318964 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -35407320.000000 Penalty: 6288.134277
	Iteration 43Q: 3 clusters Score -3.540732e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318983 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -35407332.000000 Penalty: 6288.134277
	Iteration 44Q: 3 clusters Score -3.540733e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319013 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -35407292.000000 Penalty: 6288.134277
	Iteration 45Q: 3 clusters Score -3.540729e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319035 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -35407292.000000 Penalty: 6288.134277
	Iteration 46Q: 3 clusters Score -3.540729e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319058 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -35407232.000000 Penalty: 6288.134277
	Iteration 47Q: 3 clusters Score -3.540723e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319070 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -35407220.000000 Penalty: 6288.134277
	Iteration 48Q: 3 clusters Score -3.540722e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319093 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -35407172.000000 Penalty: 6288.134277
	Iteration 49Q: 3 clusters Score -3.540717e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319115 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -35407200.000000 Penalty: 6288.134277
	Iteration 50Q: 3 clusters Score -3.54072e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319132 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -35407196.000000 Penalty: 6288.134277
	Iteration 51Q: 3 clusters Score -3.54072e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319142 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -35407208.000000 Penalty: 6288.134277
	Iteration 52Q: 3 clusters Score -3.540721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319149 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -35407192.000000 Penalty: 6288.134277
	Iteration 53Q: 3 clusters Score -3.540719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319155 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -35407180.000000 Penalty: 6288.134277
	Iteration 54Q: 3 clusters Score -3.540718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319158 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -35407184.000000 Penalty: 6288.134277
	Iteration 55Q: 3 clusters Score -3.540718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319164 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -35407140.000000 Penalty: 6288.134277
	Iteration 56Q: 3 clusters Score -3.540714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319169 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -35407176.000000 Penalty: 6288.134277
	Iteration 57Q: 3 clusters Score -3.540718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319178 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -35407144.000000 Penalty: 6288.134277
	Iteration 58Q: 3 clusters Score -3.540714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319186 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -35407140.000000 Penalty: 6288.134277
	Iteration 59Q: 3 clusters Score -3.540714e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319196 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -35407172.000000 Penalty: 6288.134277
	Iteration 60F: 3 clusters Score -3.540717e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319201 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -35407196.000000 Penalty: 6288.134277
	Iteration 61Q: 3 clusters Score -3.54072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319207 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -35407196.000000 Penalty: 6288.134277
	Iteration 62Q: 3 clusters Score -3.54072e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319210 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -35407184.000000 Penalty: 6288.134277
	Iteration 63Q: 3 clusters Score -3.540718e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319215 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -35407204.000000 Penalty: 6288.134277
	Iteration 64Q: 3 clusters Score -3.54072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319216 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -35407184.000000 Penalty: 6288.134277
	Iteration 65Q: 3 clusters Score -3.540718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319216 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -35407188.000000 Penalty: 6288.134277
	Iteration 66Q: 3 clusters Score -3.540719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319219 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -35407180.000000 Penalty: 6288.134277
	Iteration 67Q: 3 clusters Score -3.540718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319219 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -35407188.000000 Penalty: 6288.134277
	Iteration 68Q: 3 clusters Score -3.540719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319222 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -35407172.000000 Penalty: 6288.134277
	Iteration 69Q: 3 clusters Score -3.540717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319225 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -35407156.000000 Penalty: 6288.134277
	Iteration 70Q: 3 clusters Score -3.540716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319227 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -35407160.000000 Penalty: 6288.134277
	Iteration 71Q: 3 clusters Score -3.540716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319229 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -35407160.000000 Penalty: 6288.134277
	Iteration 72Q: 3 clusters Score -3.540716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319230 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -35407160.000000 Penalty: 6288.134277
	Iteration 73Q: 3 clusters Score -3.540716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319229 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -35407180.000000 Penalty: 6288.134277
	Iteration 74Q: 3 clusters Score -3.540718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319229 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -35407180.000000 Penalty: 6288.134277
	Iteration 75F: 3 clusters Score -3.540718e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -24097.187500 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -24097.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22891.328125 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -22891.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -23042.900391 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -23042.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -23141.617188 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -23141.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23179.070312 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -23179.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -23196.271484 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -23196.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23205.894531 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -23205.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23205.894531 Penalty: 2805.372070
	Iteration 6F: 3 clusters Score -23205.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Entering Unmasked Estep 
Score: -3034748.500000 Penalty: 2530.839844
	Iteration 0F: 2 clusters Score -3034748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -3016164.000000 Penalty: 5061.679688
	Iteration 0F: 3 clusters Score -3016164 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -3023022.500000 Penalty: 5061.679688
	Iteration 1F: 3 clusters Score -3023022 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -3023704.500000 Penalty: 5061.679688
	Iteration 2F: 3 clusters Score -3023704 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3024464.000000 Penalty: 5061.679688
	Iteration 3F: 3 clusters Score -3024464 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -3025353.750000 Penalty: 5061.679688
	Iteration 4F: 3 clusters Score -3025354 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -3026451.750000 Penalty: 5061.679688
	Iteration 5F: 3 clusters Score -3026452 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3027709.000000 Penalty: 5061.679688
	Iteration 6F: 3 clusters Score -3027709 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -3029098.750000 Penalty: 5061.679688
	Iteration 7F: 3 clusters Score -3029099 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3030341.000000 Penalty: 5061.679688
	Iteration 8F: 3 clusters Score -3030341 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3031362.750000 Penalty: 5061.679688
	Iteration 9Q: 3 clusters Score -3031363 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3032142.750000 Penalty: 5061.679688
	Iteration 10Q: 3 clusters Score -3032143 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3032597.000000 Penalty: 5061.679688
	Iteration 11Q: 3 clusters Score -3032597 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3032841.750000 Penalty: 5061.679688
	Iteration 12Q: 3 clusters Score -3032842 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3032987.000000 Penalty: 5061.679688
	Iteration 13Q: 3 clusters Score -3032987 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3033082.250000 Penalty: 5061.679688
	Iteration 14Q: 3 clusters Score -3033082 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3033127.000000 Penalty: 5061.679688
	Iteration 15Q: 3 clusters Score -3033127 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3033160.750000 Penalty: 5061.679688
	Iteration 16Q: 3 clusters Score -3033161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3033181.250000 Penalty: 5061.679688
	Iteration 17Q: 3 clusters Score -3033181 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3033199.750000 Penalty: 5061.679688
	Iteration 18Q: 3 clusters Score -3033200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3033215.500000 Penalty: 5061.679688
	Iteration 19Q: 3 clusters Score -3033216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3033223.250000 Penalty: 5061.679688
	Iteration 20F: 3 clusters Score -3033223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3033227.500000 Penalty: 5061.679688
	Iteration 21Q: 3 clusters Score -3033228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3033231.750000 Penalty: 5061.679688
	Iteration 22Q: 3 clusters Score -3033232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3033235.750000 Penalty: 5061.679688
	Iteration 23Q: 3 clusters Score -3033236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3033243.000000 Penalty: 5061.679688
	Iteration 24Q: 3 clusters Score -3033243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3033242.250000 Penalty: 5061.679688
	Iteration 25Q: 3 clusters Score -3033242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3033240.750000 Penalty: 5061.679688
	Iteration 26Q: 3 clusters Score -3033241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3033240.000000 Penalty: 5061.679688
	Iteration 27Q: 3 clusters Score -3033240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3033241.750000 Penalty: 5061.679688
	Iteration 28Q: 3 clusters Score -3033242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3033247.000000 Penalty: 5061.679688
	Iteration 29Q: 3 clusters Score -3033247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3033248.000000 Penalty: 5061.679688
	Iteration 30Q: 3 clusters Score -3033248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3033248.500000 Penalty: 5061.679688
	Iteration 31Q: 3 clusters Score -3033248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3033249.000000 Penalty: 5061.679688
	Iteration 32Q: 3 clusters Score -3033249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3033249.000000 Penalty: 5061.679688
	Iteration 33F: 3 clusters Score -3033249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -314662.937500 Penalty: 1970.322021
	Iteration 0F: 2 clusters Score -314662.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -311481.718750 Penalty: 3940.644043
	Iteration 0F: 3 clusters Score -311481.7 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -312132.593750 Penalty: 3940.644043
	Iteration 1F: 3 clusters Score -312132.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -312284.781250 Penalty: 3940.644043
	Iteration 2F: 3 clusters Score -312284.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -312354.968750 Penalty: 3940.644043
	Iteration 3Q: 3 clusters Score -312355 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -312400.062500 Penalty: 3940.644043
	Iteration 4Q: 3 clusters Score -312400.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -312432.500000 Penalty: 3940.644043
	Iteration 5Q: 3 clusters Score -312432.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -312454.718750 Penalty: 3940.644043
	Iteration 6Q: 3 clusters Score -312454.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -312465.000000 Penalty: 3940.644043
	Iteration 7Q: 3 clusters Score -312465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -312469.718750 Penalty: 3940.644043
	Iteration 8Q: 3 clusters Score -312469.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -312472.250000 Penalty: 3940.644043
	Iteration 9Q: 3 clusters Score -312472.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -312475.906250 Penalty: 3940.644043
	Iteration 10Q: 3 clusters Score -312475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -312478.093750 Penalty: 3940.644043
	Iteration 11Q: 3 clusters Score -312478.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -312478.843750 Penalty: 3940.644043
	Iteration 12Q: 3 clusters Score -312478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -312482.218750 Penalty: 3940.644043
	Iteration 13Q: 3 clusters Score -312482.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -312483.875000 Penalty: 3940.644043
	Iteration 14Q: 3 clusters Score -312483.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -312485.968750 Penalty: 3940.644043
	Iteration 15Q: 3 clusters Score -312486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -312490.750000 Penalty: 3940.644043
	Iteration 16Q: 3 clusters Score -312490.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -312494.437500 Penalty: 3940.644043
	Iteration 17Q: 3 clusters Score -312494.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -312497.406250 Penalty: 3940.644043
	Iteration 18Q: 3 clusters Score -312497.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -312499.593750 Penalty: 3940.644043
	Iteration 19Q: 3 clusters Score -312499.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -312502.062500 Penalty: 3940.644043
	Iteration 20F: 3 clusters Score -312502.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -312505.062500 Penalty: 3940.644043
	Iteration 21Q: 3 clusters Score -312505.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -312506.906250 Penalty: 3940.644043
	Iteration 22Q: 3 clusters Score -312506.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -312507.312500 Penalty: 3940.644043
	Iteration 23Q: 3 clusters Score -312507.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -312507.312500 Penalty: 3940.644043
	Iteration 24F: 3 clusters Score -312507.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Entering Unmasked Estep 
Score: -5586233.500000 Penalty: 2683.017334
	Iteration 0F: 2 clusters Score -5586234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -5552636.500000 Penalty: 5366.034668
	Iteration 0F: 3 clusters Score -5552636 nChanged 23021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -5565416.000000 Penalty: 5366.034668
	Iteration 1F: 3 clusters Score -5565416 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -5566037.000000 Penalty: 5366.034668
	Iteration 2Q: 3 clusters Score -5566037 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -5566576.000000 Penalty: 5366.034668
	Iteration 3Q: 3 clusters Score -5566576 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -5567197.000000 Penalty: 5366.034668
	Iteration 4Q: 3 clusters Score -5567197 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -5567870.000000 Penalty: 5366.034668
	Iteration 5Q: 3 clusters Score -5567870 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -5568885.500000 Penalty: 5366.034668
	Iteration 6Q: 3 clusters Score -5568886 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -5570229.500000 Penalty: 5366.034668
	Iteration 7F: 3 clusters Score -5570230 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -5572012.000000 Penalty: 5366.034668
	Iteration 8F: 3 clusters Score -5572012 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -5574310.000000 Penalty: 5366.034668
	Iteration 9F: 3 clusters Score -5574310 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -5576823.000000 Penalty: 5366.034668
	Iteration 10F: 3 clusters Score -5576823 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -5579080.500000 Penalty: 5366.034668
	Iteration 11Q: 3 clusters Score -5579080 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -5580754.000000 Penalty: 5366.034668
	Iteration 12Q: 3 clusters Score -5580754 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -5581720.500000 Penalty: 5366.034668
	Iteration 13Q: 3 clusters Score -5581720 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -5582308.000000 Penalty: 5366.034668
	Iteration 14Q: 3 clusters Score -5582308 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -5582660.500000 Penalty: 5366.034668
	Iteration 15Q: 3 clusters Score -5582660 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -5582908.000000 Penalty: 5366.034668
	Iteration 16Q: 3 clusters Score -5582908 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -5583102.000000 Penalty: 5366.034668
	Iteration 17Q: 3 clusters Score -5583102 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -5583230.500000 Penalty: 5366.034668
	Iteration 18Q: 3 clusters Score -5583230 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -5583339.500000 Penalty: 5366.034668
	Iteration 19Q: 3 clusters Score -5583340 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -5583453.500000 Penalty: 5366.034668
	Iteration 20F: 3 clusters Score -5583454 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -5583535.500000 Penalty: 5366.034668
	Iteration 21Q: 3 clusters Score -5583536 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -5583606.500000 Penalty: 5366.034668
	Iteration 22Q: 3 clusters Score -5583606 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -5583657.500000 Penalty: 5366.034668
	Iteration 23Q: 3 clusters Score -5583658 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -5583718.000000 Penalty: 5366.034668
	Iteration 24Q: 3 clusters Score -5583718 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -5583763.000000 Penalty: 5366.034668
	Iteration 25Q: 3 clusters Score -5583763 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -5583800.500000 Penalty: 5366.034668
	Iteration 26Q: 3 clusters Score -5583800 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5583819.000000 Penalty: 5366.034668
	Iteration 27Q: 3 clusters Score -5583819 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5583853.500000 Penalty: 5366.034668
	Iteration 28Q: 3 clusters Score -5583854 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5583876.000000 Penalty: 5366.034668
	Iteration 29Q: 3 clusters Score -5583876 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5583900.500000 Penalty: 5366.034668
	Iteration 30Q: 3 clusters Score -5583900 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5583907.500000 Penalty: 5366.034668
	Iteration 31Q: 3 clusters Score -5583908 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5583932.500000 Penalty: 5366.034668
	Iteration 32Q: 3 clusters Score -5583932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5583932.500000 Penalty: 5366.034668
	Iteration 33Q: 3 clusters Score -5583932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5583942.500000 Penalty: 5366.034668
	Iteration 34Q: 3 clusters Score -5583942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5583954.500000 Penalty: 5366.034668
	Iteration 35Q: 3 clusters Score -5583954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5583981.000000 Penalty: 5366.034668
	Iteration 36Q: 3 clusters Score -5583981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5583995.000000 Penalty: 5366.034668
	Iteration 37Q: 3 clusters Score -5583995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5584015.000000 Penalty: 5366.034668
	Iteration 38Q: 3 clusters Score -5584015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -5584040.000000 Penalty: 5366.034668
	Iteration 39Q: 3 clusters Score -5584040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5584052.500000 Penalty: 5366.034668
	Iteration 40F: 3 clusters Score -5584052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5584065.500000 Penalty: 5366.034668
	Iteration 41Q: 3 clusters Score -5584066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5584075.000000 Penalty: 5366.034668
	Iteration 42Q: 3 clusters Score -5584075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5584076.000000 Penalty: 5366.034668
	Iteration 43Q: 3 clusters Score -5584076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5584081.500000 Penalty: 5366.034668
	Iteration 44Q: 3 clusters Score -5584082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5584082.000000 Penalty: 5366.034668
	Iteration 45Q: 3 clusters Score -5584082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5584086.000000 Penalty: 5366.034668
	Iteration 46Q: 3 clusters Score -5584086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5584089.500000 Penalty: 5366.034668
	Iteration 47Q: 3 clusters Score -5584090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5584083.000000 Penalty: 5366.034668
	Iteration 48Q: 3 clusters Score -5584083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5584083.000000 Penalty: 5366.034668
	Iteration 49Q: 3 clusters Score -5584083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5584083.000000 Penalty: 5366.034668
	Iteration 50Q: 3 clusters Score -5584083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5584089.500000 Penalty: 5366.034668
	Iteration 51Q: 3 clusters Score -5584090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5584087.500000 Penalty: 5366.034668
	Iteration 52Q: 3 clusters Score -5584088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5584092.500000 Penalty: 5366.034668
	Iteration 53Q: 3 clusters Score -5584092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -5584091.500000 Penalty: 5366.034668
	Iteration 54Q: 3 clusters Score -5584092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5584093.000000 Penalty: 5366.034668
	Iteration 55Q: 3 clusters Score -5584093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5584098.500000 Penalty: 5366.034668
	Iteration 56Q: 3 clusters Score -5584098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5584101.500000 Penalty: 5366.034668
	Iteration 57Q: 3 clusters Score -5584102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5584105.500000 Penalty: 5366.034668
	Iteration 58Q: 3 clusters Score -5584106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5584106.000000 Penalty: 5366.034668
	Iteration 59Q: 3 clusters Score -5584106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5584108.000000 Penalty: 5366.034668
	Iteration 60F: 3 clusters Score -5584108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5584110.000000 Penalty: 5366.034668
	Iteration 61Q: 3 clusters Score -5584110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5584109.000000 Penalty: 5366.034668
	Iteration 62Q: 3 clusters Score -5584109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5584109.000000 Penalty: 5366.034668
	Iteration 63F: 3 clusters Score -5584109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Entering Unmasked Estep 
Score: -745671.500000 Penalty: 2187.935791
	Iteration 0F: 2 clusters Score -745671.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -740037.125000 Penalty: 4375.871582
	Iteration 0F: 3 clusters Score -740037.1 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -741548.062500 Penalty: 4375.871582
	Iteration 1F: 3 clusters Score -741548.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -741776.375000 Penalty: 4375.871582
	Iteration 2F: 3 clusters Score -741776.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -741892.500000 Penalty: 4375.871582
	Iteration 3Q: 3 clusters Score -741892.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -741966.625000 Penalty: 4375.871582
	Iteration 4Q: 3 clusters Score -741966.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -742031.375000 Penalty: 4375.871582
	Iteration 5Q: 3 clusters Score -742031.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -742075.875000 Penalty: 4375.871582
	Iteration 6Q: 3 clusters Score -742075.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -742112.625000 Penalty: 4375.871582
	Iteration 7Q: 3 clusters Score -742112.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -742143.937500 Penalty: 4375.871582
	Iteration 8Q: 3 clusters Score -742143.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -742171.125000 Penalty: 4375.871582
	Iteration 9Q: 3 clusters Score -742171.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -742194.500000 Penalty: 4375.871582
	Iteration 10Q: 3 clusters Score -742194.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -742218.000000 Penalty: 4375.871582
	Iteration 11Q: 3 clusters Score -742218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -742243.187500 Penalty: 4375.871582
	Iteration 12Q: 3 clusters Score -742243.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -742264.312500 Penalty: 4375.871582
	Iteration 13Q: 3 clusters Score -742264.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -742289.875000 Penalty: 4375.871582
	Iteration 14Q: 3 clusters Score -742289.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -742311.312500 Penalty: 4375.871582
	Iteration 15Q: 3 clusters Score -742311.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -742334.625000 Penalty: 4375.871582
	Iteration 16Q: 3 clusters Score -742334.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -742350.250000 Penalty: 4375.871582
	Iteration 17Q: 3 clusters Score -742350.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -742378.125000 Penalty: 4375.871582
	Iteration 18Q: 3 clusters Score -742378.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -742409.750000 Penalty: 4375.871582
	Iteration 19Q: 3 clusters Score -742409.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -742439.625000 Penalty: 4375.871582
	Iteration 20F: 3 clusters Score -742439.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -742475.500000 Penalty: 4375.871582
	Iteration 21Q: 3 clusters Score -742475.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -742505.437500 Penalty: 4375.871582
	Iteration 22Q: 3 clusters Score -742505.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -742540.187500 Penalty: 4375.871582
	Iteration 23Q: 3 clusters Score -742540.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -742580.062500 Penalty: 4375.871582
	Iteration 24Q: 3 clusters Score -742580.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -742625.750000 Penalty: 4375.871582
	Iteration 25Q: 3 clusters Score -742625.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -742670.562500 Penalty: 4375.871582
	Iteration 26Q: 3 clusters Score -742670.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -742719.000000 Penalty: 4375.871582
	Iteration 27Q: 3 clusters Score -742719 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -742760.375000 Penalty: 4375.871582
	Iteration 28Q: 3 clusters Score -742760.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -742803.187500 Penalty: 4375.871582
	Iteration 29Q: 3 clusters Score -742803.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -742848.125000 Penalty: 4375.871582
	Iteration 30Q: 3 clusters Score -742848.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -742883.125000 Penalty: 4375.871582
	Iteration 31Q: 3 clusters Score -742883.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -742919.375000 Penalty: 4375.871582
	Iteration 32Q: 3 clusters Score -742919.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -742958.187500 Penalty: 4375.871582
	Iteration 33Q: 3 clusters Score -742958.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -743002.562500 Penalty: 4375.871582
	Iteration 34Q: 3 clusters Score -743002.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -743044.750000 Penalty: 4375.871582
	Iteration 35Q: 3 clusters Score -743044.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -743078.562500 Penalty: 4375.871582
	Iteration 36Q: 3 clusters Score -743078.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -743104.812500 Penalty: 4375.871582
	Iteration 37Q: 3 clusters Score -743104.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -743127.812500 Penalty: 4375.871582
	Iteration 38Q: 3 clusters Score -743127.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -743145.187500 Penalty: 4375.871582
	Iteration 39Q: 3 clusters Score -743145.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -743159.125000 Penalty: 4375.871582
	Iteration 40F: 3 clusters Score -743159.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -743174.312500 Penalty: 4375.871582
	Iteration 41Q: 3 clusters Score -743174.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -743189.625000 Penalty: 4375.871582
	Iteration 42Q: 3 clusters Score -743189.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -743206.187500 Penalty: 4375.871582
	Iteration 43Q: 3 clusters Score -743206.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -743222.375000 Penalty: 4375.871582
	Iteration 44Q: 3 clusters Score -743222.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -743236.687500 Penalty: 4375.871582
	Iteration 45Q: 3 clusters Score -743236.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -743252.375000 Penalty: 4375.871582
	Iteration 46Q: 3 clusters Score -743252.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -743265.187500 Penalty: 4375.871582
	Iteration 47Q: 3 clusters Score -743265.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -743277.875000 Penalty: 4375.871582
	Iteration 48Q: 3 clusters Score -743277.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -743292.812500 Penalty: 4375.871582
	Iteration 49Q: 3 clusters Score -743292.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -743307.187500 Penalty: 4375.871582
	Iteration 50Q: 3 clusters Score -743307.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -743326.875000 Penalty: 4375.871582
	Iteration 51Q: 3 clusters Score -743326.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -743340.250000 Penalty: 4375.871582
	Iteration 52Q: 3 clusters Score -743340.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -743361.375000 Penalty: 4375.871582
	Iteration 53Q: 3 clusters Score -743361.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -743379.687500 Penalty: 4375.871582
	Iteration 54Q: 3 clusters Score -743379.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -743394.250000 Penalty: 4375.871582
	Iteration 55Q: 3 clusters Score -743394.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -743407.875000 Penalty: 4375.871582
	Iteration 56Q: 3 clusters Score -743407.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -743417.187500 Penalty: 4375.871582
	Iteration 57Q: 3 clusters Score -743417.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -743427.812500 Penalty: 4375.871582
	Iteration 58Q: 3 clusters Score -743427.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -743438.500000 Penalty: 4375.871582
	Iteration 59Q: 3 clusters Score -743438.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -743450.937500 Penalty: 4375.871582
	Iteration 60F: 3 clusters Score -743450.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -743461.875000 Penalty: 4375.871582
	Iteration 61Q: 3 clusters Score -743461.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -743473.000000 Penalty: 4375.871582
	Iteration 62Q: 3 clusters Score -743473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -743478.250000 Penalty: 4375.871582
	Iteration 63Q: 3 clusters Score -743478.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -743486.437500 Penalty: 4375.871582
	Iteration 64Q: 3 clusters Score -743486.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -743502.062500 Penalty: 4375.871582
	Iteration 65Q: 3 clusters Score -743502.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -743514.250000 Penalty: 4375.871582
	Iteration 66Q: 3 clusters Score -743514.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -743534.750000 Penalty: 4375.871582
	Iteration 67Q: 3 clusters Score -743534.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -743564.312500 Penalty: 4375.871582
	Iteration 68Q: 3 clusters Score -743564.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -743591.375000 Penalty: 4375.871582
	Iteration 69Q: 3 clusters Score -743591.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -743608.250000 Penalty: 4375.871582
	Iteration 70Q: 3 clusters Score -743608.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -743626.312500 Penalty: 4375.871582
	Iteration 71Q: 3 clusters Score -743626.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -743647.062500 Penalty: 4375.871582
	Iteration 72Q: 3 clusters Score -743647.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -743661.250000 Penalty: 4375.871582
	Iteration 73Q: 3 clusters Score -743661.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -743678.062500 Penalty: 4375.871582
	Iteration 74Q: 3 clusters Score -743678.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -743692.250000 Penalty: 4375.871582
	Iteration 75Q: 3 clusters Score -743692.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -743704.437500 Penalty: 4375.871582
	Iteration 76Q: 3 clusters Score -743704.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -743717.437500 Penalty: 4375.871582
	Iteration 77Q: 3 clusters Score -743717.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -743730.625000 Penalty: 4375.871582
	Iteration 78Q: 3 clusters Score -743730.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -743739.187500 Penalty: 4375.871582
	Iteration 79Q: 3 clusters Score -743739.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -743748.312500 Penalty: 4375.871582
	Iteration 80F: 3 clusters Score -743748.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -743753.500000 Penalty: 4375.871582
	Iteration 81Q: 3 clusters Score -743753.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -743758.500000 Penalty: 4375.871582
	Iteration 82Q: 3 clusters Score -743758.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -743763.187500 Penalty: 4375.871582
	Iteration 83Q: 3 clusters Score -743763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -743764.687500 Penalty: 4375.871582
	Iteration 84Q: 3 clusters Score -743764.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -743765.437500 Penalty: 4375.871582
	Iteration 85Q: 3 clusters Score -743765.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -743767.750000 Penalty: 4375.871582
	Iteration 86Q: 3 clusters Score -743767.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -743768.500000 Penalty: 4375.871582
	Iteration 87Q: 3 clusters Score -743768.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -743774.125000 Penalty: 4375.871582
	Iteration 88Q: 3 clusters Score -743774.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -743778.937500 Penalty: 4375.871582
	Iteration 89Q: 3 clusters Score -743778.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -743781.750000 Penalty: 4375.871582
	Iteration 90Q: 3 clusters Score -743781.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -743785.375000 Penalty: 4375.871582
	Iteration 91Q: 3 clusters Score -743785.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -743786.000000 Penalty: 4375.871582
	Iteration 92Q: 3 clusters Score -743786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -743789.875000 Penalty: 4375.871582
	Iteration 93Q: 3 clusters Score -743789.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -743791.250000 Penalty: 4375.871582
	Iteration 94Q: 3 clusters Score -743791.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -743795.000000 Penalty: 4375.871582
	Iteration 95Q: 3 clusters Score -743795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -743797.312500 Penalty: 4375.871582
	Iteration 96Q: 3 clusters Score -743797.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -743800.000000 Penalty: 4375.871582
	Iteration 97Q: 3 clusters Score -743800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -743802.000000 Penalty: 4375.871582
	Iteration 98Q: 3 clusters Score -743802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -743802.312500 Penalty: 4375.871582
	Iteration 99Q: 3 clusters Score -743802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -743803.812500 Penalty: 4375.871582
	Iteration 100F: 3 clusters Score -743803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -743803.062500 Penalty: 4375.871582
	Iteration 101Q: 3 clusters Score -743803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -743802.875000 Penalty: 4375.871582
	Iteration 102Q: 3 clusters Score -743802.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -743802.562500 Penalty: 4375.871582
	Iteration 103Q: 3 clusters Score -743802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -743802.562500 Penalty: 4375.871582
	Iteration 104F: 3 clusters Score -743802.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (81990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81990 members 
Entering Unmasked Estep 
Score: -9281468.000000 Penalty: 2805.959473
	Iteration 0F: 2 clusters Score -9281468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -9226683.000000 Penalty: 5611.918945
	Iteration 0F: 3 clusters Score -9226683 nChanged 38398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -9248955.000000 Penalty: 5611.918945
	Iteration 1F: 3 clusters Score -9248955 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -9250143.000000 Penalty: 5611.918945
	Iteration 2Q: 3 clusters Score -9250143 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -9251585.000000 Penalty: 5611.918945
	Iteration 3Q: 3 clusters Score -9251585 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -9253285.000000 Penalty: 5611.918945
	Iteration 4Q: 3 clusters Score -9253285 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -9255408.000000 Penalty: 5611.918945
	Iteration 5F: 3 clusters Score -9255408 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -9258320.000000 Penalty: 5611.918945
	Iteration 6F: 3 clusters Score -9258320 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -9262234.000000 Penalty: 5611.918945
	Iteration 7F: 3 clusters Score -9262234 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 52308 members 
Entering Unmasked Estep 
Score: -9266594.000000 Penalty: 5611.918945
	Iteration 8F: 3 clusters Score -9266594 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -9270285.000000 Penalty: 5611.918945
	Iteration 9F: 3 clusters Score -9270285 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -9272422.000000 Penalty: 5611.918945
	Iteration 10Q: 3 clusters Score -9272422 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -9273415.000000 Penalty: 5611.918945
	Iteration 11Q: 3 clusters Score -9273415 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -9274117.000000 Penalty: 5611.918945
	Iteration 12Q: 3 clusters Score -9274117 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 61876 members 
Entering Unmasked Estep 
Score: -9274645.000000 Penalty: 5611.918945
	Iteration 13Q: 3 clusters Score -9274645 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 63161 members 
Entering Unmasked Estep 
Score: -9275118.000000 Penalty: 5611.918945
	Iteration 14Q: 3 clusters Score -9275118 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -9275629.000000 Penalty: 5611.918945
	Iteration 15Q: 3 clusters Score -9275629 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -9276027.000000 Penalty: 5611.918945
	Iteration 16Q: 3 clusters Score -9276027 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -9276495.000000 Penalty: 5611.918945
	Iteration 17Q: 3 clusters Score -9276495 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 67952 members 
Entering Unmasked Estep 
Score: -9276824.000000 Penalty: 5611.918945
	Iteration 18Q: 3 clusters Score -9276824 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 69003 members 
Entering Unmasked Estep 
Score: -9277181.000000 Penalty: 5611.918945
	Iteration 19Q: 3 clusters Score -9277181 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -9277461.000000 Penalty: 5611.918945
	Iteration 20F: 3 clusters Score -9277461 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 70774 members 
Entering Unmasked Estep 
Score: -9277683.000000 Penalty: 5611.918945
	Iteration 21Q: 3 clusters Score -9277683 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 71587 members 
Entering Unmasked Estep 
Score: -9277956.000000 Penalty: 5611.918945
	Iteration 22Q: 3 clusters Score -9277956 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 72311 members 
Entering Unmasked Estep 
Score: -9278229.000000 Penalty: 5611.918945
	Iteration 23Q: 3 clusters Score -9278229 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 73008 members 
Entering Unmasked Estep 
Score: -9278470.000000 Penalty: 5611.918945
	Iteration 24Q: 3 clusters Score -9278470 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 73666 members 
Entering Unmasked Estep 
Score: -9278672.000000 Penalty: 5611.918945
	Iteration 25Q: 3 clusters Score -9278672 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 74259 members 
Entering Unmasked Estep 
Score: -9278900.000000 Penalty: 5611.918945
	Iteration 26Q: 3 clusters Score -9278900 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 74846 members 
Entering Unmasked Estep 
Score: -9279097.000000 Penalty: 5611.918945
	Iteration 27Q: 3 clusters Score -9279097 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 75355 members 
Entering Unmasked Estep 
Score: -9279236.000000 Penalty: 5611.918945
	Iteration 28Q: 3 clusters Score -9279236 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 75778 members 
Entering Unmasked Estep 
Score: -9279355.000000 Penalty: 5611.918945
	Iteration 29Q: 3 clusters Score -9279355 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -9279501.000000 Penalty: 5611.918945
	Iteration 30Q: 3 clusters Score -9279501 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -9279605.000000 Penalty: 5611.918945
	Iteration 31Q: 3 clusters Score -9279605 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 76867 members 
Entering Unmasked Estep 
Score: -9279703.000000 Penalty: 5611.918945
	Iteration 32Q: 3 clusters Score -9279703 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 77142 members 
Entering Unmasked Estep 
Score: -9279750.000000 Penalty: 5611.918945
	Iteration 33Q: 3 clusters Score -9279750 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 77380 members 
Entering Unmasked Estep 
Score: -9279807.000000 Penalty: 5611.918945
	Iteration 34Q: 3 clusters Score -9279807 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 77597 members 
Entering Unmasked Estep 
Score: -9279869.000000 Penalty: 5611.918945
	Iteration 35Q: 3 clusters Score -9279869 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 77788 members 
Entering Unmasked Estep 
Score: -9279922.000000 Penalty: 5611.918945
	Iteration 36Q: 3 clusters Score -9279922 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 77944 members 
Entering Unmasked Estep 
Score: -9279964.000000 Penalty: 5611.918945
	Iteration 37Q: 3 clusters Score -9279964 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 78097 members 
Entering Unmasked Estep 
Score: -9279984.000000 Penalty: 5611.918945
	Iteration 38Q: 3 clusters Score -9279984 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 78239 members 
Entering Unmasked Estep 
Score: -9280047.000000 Penalty: 5611.918945
	Iteration 39Q: 3 clusters Score -9280047 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -9280065.000000 Penalty: 5611.918945
	Iteration 40F: 3 clusters Score -9280065 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 78467 members 
Entering Unmasked Estep 
Score: -9280093.000000 Penalty: 5611.918945
	Iteration 41Q: 3 clusters Score -9280093 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 78579 members 
Entering Unmasked Estep 
Score: -9280099.000000 Penalty: 5611.918945
	Iteration 42Q: 3 clusters Score -9280099 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 78675 members 
Entering Unmasked Estep 
Score: -9280134.000000 Penalty: 5611.918945
	Iteration 43Q: 3 clusters Score -9280134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 78745 members 
Entering Unmasked Estep 
Score: -9280143.000000 Penalty: 5611.918945
	Iteration 44Q: 3 clusters Score -9280143 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 78812 members 
Entering Unmasked Estep 
Score: -9280154.000000 Penalty: 5611.918945
	Iteration 45Q: 3 clusters Score -9280154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 78874 members 
Entering Unmasked Estep 
Score: -9280179.000000 Penalty: 5611.918945
	Iteration 46Q: 3 clusters Score -9280179 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 78943 members 
Entering Unmasked Estep 
Score: -9280219.000000 Penalty: 5611.918945
	Iteration 47Q: 3 clusters Score -9280219 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 79005 members 
Entering Unmasked Estep 
Score: -9280221.000000 Penalty: 5611.918945
	Iteration 48Q: 3 clusters Score -9280221 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -9280243.000000 Penalty: 5611.918945
	Iteration 49Q: 3 clusters Score -9280243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 79122 members 
Entering Unmasked Estep 
Score: -9280262.000000 Penalty: 5611.918945
	Iteration 50Q: 3 clusters Score -9280262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -9280274.000000 Penalty: 5611.918945
	Iteration 51Q: 3 clusters Score -9280274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 79207 members 
Entering Unmasked Estep 
Score: -9280272.000000 Penalty: 5611.918945
	Iteration 52Q: 3 clusters Score -9280272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 79250 members 
Entering Unmasked Estep 
Score: -9280277.000000 Penalty: 5611.918945
	Iteration 53Q: 3 clusters Score -9280277 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 79293 members 
Entering Unmasked Estep 
Score: -9280288.000000 Penalty: 5611.918945
	Iteration 54Q: 3 clusters Score -9280288 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 79331 members 
Entering Unmasked Estep 
Score: -9280320.000000 Penalty: 5611.918945
	Iteration 55Q: 3 clusters Score -9280320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 79371 members 
Entering Unmasked Estep 
Score: -9280319.000000 Penalty: 5611.918945
	Iteration 56Q: 3 clusters Score -9280319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 79407 members 
Entering Unmasked Estep 
Score: -9280317.000000 Penalty: 5611.918945
	Iteration 57Q: 3 clusters Score -9280317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 79437 members 
Entering Unmasked Estep 
Score: -9280317.000000 Penalty: 5611.918945
	Iteration 58Q: 3 clusters Score -9280317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
Score: -9280325.000000 Penalty: 5611.918945
	Iteration 59Q: 3 clusters Score -9280325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 79492 members 
Entering Unmasked Estep 
Score: -9280324.000000 Penalty: 5611.918945
	Iteration 60F: 3 clusters Score -9280324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -9280331.000000 Penalty: 5611.918945
	Iteration 61Q: 3 clusters Score -9280331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 79518 members 
Entering Unmasked Estep 
Score: -9280330.000000 Penalty: 5611.918945
	Iteration 62Q: 3 clusters Score -9280330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 79529 members 
Entering Unmasked Estep 
Score: -9280318.000000 Penalty: 5611.918945
	Iteration 63Q: 3 clusters Score -9280318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 79541 members 
Entering Unmasked Estep 
Score: -9280322.000000 Penalty: 5611.918945
	Iteration 64Q: 3 clusters Score -9280322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -9280314.000000 Penalty: 5611.918945
	Iteration 65Q: 3 clusters Score -9280314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 79569 members 
Entering Unmasked Estep 
Score: -9280322.000000 Penalty: 5611.918945
	Iteration 66Q: 3 clusters Score -9280322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 79583 members 
Entering Unmasked Estep 
Score: -9280321.000000 Penalty: 5611.918945
	Iteration 67Q: 3 clusters Score -9280321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -9280335.000000 Penalty: 5611.918945
	Iteration 68Q: 3 clusters Score -9280335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 79616 members 
Entering Unmasked Estep 
Score: -9280341.000000 Penalty: 5611.918945
	Iteration 69Q: 3 clusters Score -9280341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 79626 members 
Entering Unmasked Estep 
Score: -9280339.000000 Penalty: 5611.918945
	Iteration 70Q: 3 clusters Score -9280339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -9280337.000000 Penalty: 5611.918945
	Iteration 71Q: 3 clusters Score -9280337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 79646 members 
Entering Unmasked Estep 
Score: -9280330.000000 Penalty: 5611.918945
	Iteration 72Q: 3 clusters Score -9280330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 79653 members 
Entering Unmasked Estep 
Score: -9280339.000000 Penalty: 5611.918945
	Iteration 73Q: 3 clusters Score -9280339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
Score: -9280341.000000 Penalty: 5611.918945
	Iteration 74Q: 3 clusters Score -9280341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -9280347.000000 Penalty: 5611.918945
	Iteration 75Q: 3 clusters Score -9280347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 79667 members 
Entering Unmasked Estep 
Score: -9280345.000000 Penalty: 5611.918945
	Iteration 76Q: 3 clusters Score -9280345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 79670 members 
Entering Unmasked Estep 
Score: -9280345.000000 Penalty: 5611.918945
	Iteration 77Q: 3 clusters Score -9280345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 79673 members 
Entering Unmasked Estep 
Score: -9280346.000000 Penalty: 5611.918945
	Iteration 78Q: 3 clusters Score -9280346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -9280352.000000 Penalty: 5611.918945
	Iteration 79Q: 3 clusters Score -9280352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 79677 members 
Entering Unmasked Estep 
Score: -9280344.000000 Penalty: 5611.918945
	Iteration 80F: 3 clusters Score -9280344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 79680 members 
Entering Unmasked Estep 
Score: -9280345.000000 Penalty: 5611.918945
	Iteration 81Q: 3 clusters Score -9280345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 79681 members 
Entering Unmasked Estep 
Score: -9280345.000000 Penalty: 5611.918945
	Iteration 82Q: 3 clusters Score -9280345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 79681 members 
Entering Unmasked Estep 
Score: -9280345.000000 Penalty: 5611.918945
	Iteration 83F: 3 clusters Score -9280345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -101621.203125 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -101621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -99710.265625 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -99710.27 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -100413.117188 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -100413.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -100735.992188 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -100736 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -100992.882812 Penalty: 3455.615723
	Iteration 3F: 3 clusters Score -100992.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -101243.500000 Penalty: 3455.615723
	Iteration 4F: 3 clusters Score -101243.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -101438.296875 Penalty: 3455.615723
	Iteration 5Q: 3 clusters Score -101438.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -101578.132812 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -101578.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -101735.210938 Penalty: 3455.615723
	Iteration 7Q: 3 clusters Score -101735.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -101870.007812 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -101870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -102065.929688 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -102065.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -102167.992188 Penalty: 3455.615723
	Iteration 10Q: 3 clusters Score -102168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -102199.882812 Penalty: 3455.615723
	Iteration 11Q: 3 clusters Score -102199.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -102209.000000 Penalty: 3455.615723
	Iteration 12Q: 3 clusters Score -102209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -102210.671875 Penalty: 3455.615723
	Iteration 13Q: 3 clusters Score -102210.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -102210.671875 Penalty: 3455.615723
	Iteration 14F: 3 clusters Score -102210.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 171222 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38995 members 
Mstep: Class 8 contains 31533 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 110969 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 11198 members 
Mstep: Class 13 contains 320517 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27038 members 
Mstep: Class 16 contains 2821 members 
Mstep: Class 17 contains 49942 members 
Mstep: Class 18 contains 6784 members 
Mstep: Class 19 contains 81990 members 
Mstep: Class 20 contains 337 members 
Mstep: Class 21 contains 3041 members 
Mstep: Class 22 contains 724 members 
Entering Unmasked Estep 
Score: -98007688.000000 Penalty: 74808.710938
Splitting cluster 20 changes total score from -98008688.000000 to -98007688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (3041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Entering Unmasked Estep 
Score: -321831.000000 Penalty: 1988.945435
	Iteration 0F: 2 clusters Score -321831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -318527.750000 Penalty: 3977.890869
	Iteration 0F: 3 clusters Score -318527.8 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -319234.437500 Penalty: 3977.890869
	Iteration 1F: 3 clusters Score -319234.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -319448.875000 Penalty: 3977.890869
	Iteration 2F: 3 clusters Score -319448.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -319618.281250 Penalty: 3977.890869
	Iteration 3F: 3 clusters Score -319618.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -319736.875000 Penalty: 3977.890869
	Iteration 4Q: 3 clusters Score -319736.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -319813.937500 Penalty: 3977.890869
	Iteration 5Q: 3 clusters Score -319813.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -319861.781250 Penalty: 3977.890869
	Iteration 6Q: 3 clusters Score -319861.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -319912.531250 Penalty: 3977.890869
	Iteration 7Q: 3 clusters Score -319912.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -319956.312500 Penalty: 3977.890869
	Iteration 8Q: 3 clusters Score -319956.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -319989.437500 Penalty: 3977.890869
	Iteration 9Q: 3 clusters Score -319989.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -320022.687500 Penalty: 3977.890869
	Iteration 10Q: 3 clusters Score -320022.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -320056.000000 Penalty: 3977.890869
	Iteration 11Q: 3 clusters Score -320056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -320082.343750 Penalty: 3977.890869
	Iteration 12Q: 3 clusters Score -320082.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -320106.093750 Penalty: 3977.890869
	Iteration 13Q: 3 clusters Score -320106.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -320130.781250 Penalty: 3977.890869
	Iteration 14Q: 3 clusters Score -320130.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -320152.281250 Penalty: 3977.890869
	Iteration 15Q: 3 clusters Score -320152.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -320170.187500 Penalty: 3977.890869
	Iteration 16Q: 3 clusters Score -320170.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -320189.187500 Penalty: 3977.890869
	Iteration 17Q: 3 clusters Score -320189.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -320204.406250 Penalty: 3977.890869
	Iteration 18Q: 3 clusters Score -320204.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -320218.187500 Penalty: 3977.890869
	Iteration 19Q: 3 clusters Score -320218.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -320234.875000 Penalty: 3977.890869
	Iteration 20F: 3 clusters Score -320234.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -320262.718750 Penalty: 3977.890869
	Iteration 21Q: 3 clusters Score -320262.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -320290.343750 Penalty: 3977.890869
	Iteration 22Q: 3 clusters Score -320290.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -320307.250000 Penalty: 3977.890869
	Iteration 23Q: 3 clusters Score -320307.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -320318.937500 Penalty: 3977.890869
	Iteration 24Q: 3 clusters Score -320318.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -320327.500000 Penalty: 3977.890869
	Iteration 25Q: 3 clusters Score -320327.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -320338.593750 Penalty: 3977.890869
	Iteration 26Q: 3 clusters Score -320338.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -320350.937500 Penalty: 3977.890869
	Iteration 27Q: 3 clusters Score -320350.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -320362.562500 Penalty: 3977.890869
	Iteration 28Q: 3 clusters Score -320362.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -320375.093750 Penalty: 3977.890869
	Iteration 29Q: 3 clusters Score -320375.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -320391.531250 Penalty: 3977.890869
	Iteration 30Q: 3 clusters Score -320391.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -320401.531250 Penalty: 3977.890869
	Iteration 31Q: 3 clusters Score -320401.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -320411.343750 Penalty: 3977.890869
	Iteration 32Q: 3 clusters Score -320411.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -320427.531250 Penalty: 3977.890869
	Iteration 33Q: 3 clusters Score -320427.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -320437.312500 Penalty: 3977.890869
	Iteration 34Q: 3 clusters Score -320437.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -320446.593750 Penalty: 3977.890869
	Iteration 35Q: 3 clusters Score -320446.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -320455.687500 Penalty: 3977.890869
	Iteration 36Q: 3 clusters Score -320455.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -320469.781250 Penalty: 3977.890869
	Iteration 37Q: 3 clusters Score -320469.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -320482.156250 Penalty: 3977.890869
	Iteration 38Q: 3 clusters Score -320482.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -320492.062500 Penalty: 3977.890869
	Iteration 39Q: 3 clusters Score -320492.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -320501.000000 Penalty: 3977.890869
	Iteration 40F: 3 clusters Score -320501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -320504.500000 Penalty: 3977.890869
	Iteration 41Q: 3 clusters Score -320504.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -320507.968750 Penalty: 3977.890869
	Iteration 42Q: 3 clusters Score -320508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -320515.343750 Penalty: 3977.890869
	Iteration 43Q: 3 clusters Score -320515.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -320518.718750 Penalty: 3977.890869
	Iteration 44Q: 3 clusters Score -320518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -320520.218750 Penalty: 3977.890869
	Iteration 45Q: 3 clusters Score -320520.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -320520.062500 Penalty: 3977.890869
	Iteration 46Q: 3 clusters Score -320520.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -320520.062500 Penalty: 3977.890869
	Iteration 47F: 3 clusters Score -320520.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 171222 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38995 members 
Mstep: Class 8 contains 31533 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 110969 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 11198 members 
Mstep: Class 13 contains 320517 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27038 members 
Mstep: Class 16 contains 2821 members 
Mstep: Class 17 contains 49942 members 
Mstep: Class 18 contains 6784 members 
Mstep: Class 19 contains 81990 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008792.000000 Penalty: 71408.312500
Iteration 119Q: 22 clusters Score -9.800879e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26105 members 
Mstep: Class 5 contains 171171 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39007 members 
Mstep: Class 8 contains 31536 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 110968 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 11198 members 
Mstep: Class 13 contains 320557 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27037 members 
Mstep: Class 16 contains 2807 members 
Mstep: Class 17 contains 49944 members 
Mstep: Class 18 contains 6785 members 
Mstep: Class 19 contains 81989 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008672.000000 Penalty: 71408.312500
Iteration 120F: 22 clusters Score -9.800867e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26105 members 
Mstep: Class 5 contains 171141 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39000 members 
Mstep: Class 8 contains 31543 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110965 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 11198 members 
Mstep: Class 13 contains 320589 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27035 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 49947 members 
Mstep: Class 18 contains 6785 members 
Mstep: Class 19 contains 81984 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008696.000000 Penalty: 71408.312500
Iteration 121Q: 22 clusters Score -9.80087e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 171116 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38998 members 
Mstep: Class 8 contains 31547 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110965 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 11198 members 
Mstep: Class 13 contains 320610 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27035 members 
Mstep: Class 16 contains 2785 members 
Mstep: Class 17 contains 49944 members 
Mstep: Class 18 contains 6787 members 
Mstep: Class 19 contains 81978 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008632.000000 Penalty: 71408.312500
Iteration 122Q: 22 clusters Score -9.800863e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 171085 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39005 members 
Mstep: Class 8 contains 31551 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110966 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 11197 members 
Mstep: Class 13 contains 320628 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27035 members 
Mstep: Class 16 contains 2770 members 
Mstep: Class 17 contains 49946 members 
Mstep: Class 18 contains 6788 members 
Mstep: Class 19 contains 81977 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008520.000000 Penalty: 71408.312500
Iteration 123Q: 22 clusters Score -9.800852e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26103 members 
Mstep: Class 5 contains 171055 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39004 members 
Mstep: Class 8 contains 31556 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110965 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 11196 members 
Mstep: Class 13 contains 320657 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27035 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 49947 members 
Mstep: Class 18 contains 6788 members 
Mstep: Class 19 contains 81973 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008464.000000 Penalty: 71408.312500
Iteration 124Q: 22 clusters Score -9.800846e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 171034 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39005 members 
Mstep: Class 8 contains 31560 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110967 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 11195 members 
Mstep: Class 13 contains 320663 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27034 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 49946 members 
Mstep: Class 18 contains 6788 members 
Mstep: Class 19 contains 81969 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008552.000000 Penalty: 71408.312500
Iteration 125Q: 22 clusters Score -9.800855e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 171009 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38996 members 
Mstep: Class 8 contains 31566 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110969 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 11194 members 
Mstep: Class 13 contains 320675 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27034 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 49948 members 
Mstep: Class 18 contains 6788 members 
Mstep: Class 19 contains 81964 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008600.000000 Penalty: 71408.312500
Iteration 126Q: 22 clusters Score -9.80086e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26105 members 
Mstep: Class 5 contains 170993 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38986 members 
Mstep: Class 8 contains 31574 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110964 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 320687 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27032 members 
Mstep: Class 16 contains 2718 members 
Mstep: Class 17 contains 49949 members 
Mstep: Class 18 contains 6788 members 
Mstep: Class 19 contains 81960 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008616.000000 Penalty: 71408.312500
Iteration 127Q: 22 clusters Score -9.800862e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26104 members 
Mstep: Class 5 contains 170964 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38975 members 
Mstep: Class 8 contains 31579 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110961 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 320707 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27033 members 
Mstep: Class 16 contains 2705 members 
Mstep: Class 17 contains 49953 members 
Mstep: Class 18 contains 6789 members 
Mstep: Class 19 contains 81957 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008704.000000 Penalty: 71408.312500
Iteration 128Q: 22 clusters Score -9.80087e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 26105 members 
Mstep: Class 5 contains 170935 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38968 members 
Mstep: Class 8 contains 31583 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110965 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 320717 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27031 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 49955 members 
Mstep: Class 18 contains 6789 members 
Mstep: Class 19 contains 81955 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008632.000000 Penalty: 71408.312500
Iteration 129Q: 22 clusters Score -9.800863e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26106 members 
Mstep: Class 5 contains 170894 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38959 members 
Mstep: Class 8 contains 31587 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110965 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 320744 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27030 members 
Mstep: Class 16 contains 2692 members 
Mstep: Class 17 contains 49960 members 
Mstep: Class 18 contains 6789 members 
Mstep: Class 19 contains 81954 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008704.000000 Penalty: 71408.312500
Iteration 130Q: 22 clusters Score -9.80087e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26108 members 
Mstep: Class 5 contains 170847 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38949 members 
Mstep: Class 8 contains 31591 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110964 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 320772 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27028 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 49962 members 
Mstep: Class 18 contains 6789 members 
Mstep: Class 19 contains 81957 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008648.000000 Penalty: 71408.312500
Iteration 131Q: 22 clusters Score -9.800865e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26108 members 
Mstep: Class 5 contains 170804 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38945 members 
Mstep: Class 8 contains 31591 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110970 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 320792 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27026 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 49968 members 
Mstep: Class 18 contains 6789 members 
Mstep: Class 19 contains 81954 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008568.000000 Penalty: 71408.312500
Iteration 132Q: 22 clusters Score -9.800857e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26110 members 
Mstep: Class 5 contains 170751 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38947 members 
Mstep: Class 8 contains 31599 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110975 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 320811 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27026 members 
Mstep: Class 16 contains 2681 members 
Mstep: Class 17 contains 49973 members 
Mstep: Class 18 contains 6789 members 
Mstep: Class 19 contains 81953 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008600.000000 Penalty: 71408.312500
Iteration 133Q: 22 clusters Score -9.80086e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1554 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26112 members 
Mstep: Class 5 contains 170687 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38944 members 
Mstep: Class 8 contains 31603 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110980 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 320845 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27028 members 
Mstep: Class 16 contains 2681 members 
Mstep: Class 17 contains 49975 members 
Mstep: Class 18 contains 6789 members 
Mstep: Class 19 contains 81953 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008552.000000 Penalty: 71408.312500
Iteration 134Q: 22 clusters Score -9.800855e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1555 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 170636 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38939 members 
Mstep: Class 8 contains 31606 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110980 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 320882 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27028 members 
Mstep: Class 16 contains 2673 members 
Mstep: Class 17 contains 49975 members 
Mstep: Class 18 contains 6789 members 
Mstep: Class 19 contains 81946 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008528.000000 Penalty: 71408.312500
Iteration 135Q: 22 clusters Score -9.800853e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26114 members 
Mstep: Class 5 contains 170600 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38929 members 
Mstep: Class 8 contains 31608 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110986 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 320910 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27029 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 49974 members 
Mstep: Class 18 contains 6790 members 
Mstep: Class 19 contains 81938 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008592.000000 Penalty: 71408.312500
Iteration 136Q: 22 clusters Score -9.800859e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26115 members 
Mstep: Class 5 contains 170557 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38924 members 
Mstep: Class 8 contains 31613 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 110992 members 
Mstep: Class 11 contains 2264 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 320928 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27030 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 49977 members 
Mstep: Class 18 contains 6791 members 
Mstep: Class 19 contains 81930 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008592.000000 Penalty: 71408.312500
Iteration 137Q: 22 clusters Score -9.800859e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 170507 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38927 members 
Mstep: Class 8 contains 31621 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 110997 members 
Mstep: Class 11 contains 2263 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 320951 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27030 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 17 contains 49982 members 
Mstep: Class 18 contains 6791 members 
Mstep: Class 19 contains 81925 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008616.000000 Penalty: 71408.312500
Iteration 138Q: 22 clusters Score -9.800862e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 170475 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38926 members 
Mstep: Class 8 contains 31629 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 110999 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 11192 members 
Mstep: Class 13 contains 320953 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27029 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 49992 members 
Mstep: Class 18 contains 6791 members 
Mstep: Class 19 contains 81920 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008664.000000 Penalty: 71408.312500
Iteration 139Q: 22 clusters Score -9.800866e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 170455 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38912 members 
Mstep: Class 8 contains 31635 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 111003 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 320946 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27028 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 50000 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81916 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008608.000000 Penalty: 71408.312500
Iteration 140F: 22 clusters Score -9.800861e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 170429 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38899 members 
Mstep: Class 8 contains 31644 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 111004 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 320942 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27029 members 
Mstep: Class 16 contains 2652 members 
Mstep: Class 17 contains 50002 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81915 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008640.000000 Penalty: 71408.312500
Iteration 141Q: 22 clusters Score -9.800864e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 170413 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 8 contains 31653 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 111003 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 320952 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27028 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 49999 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81913 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008544.000000 Penalty: 71408.312500
Iteration 142Q: 22 clusters Score -9.800854e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 170386 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38874 members 
Mstep: Class 8 contains 31661 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 111004 members 
Mstep: Class 11 contains 2262 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 320971 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27027 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 49998 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81911 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008656.000000 Penalty: 71408.312500
Iteration 143Q: 22 clusters Score -9.800866e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 170358 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38874 members 
Mstep: Class 8 contains 31669 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 111003 members 
Mstep: Class 11 contains 2261 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 320983 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27026 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 49998 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81909 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008768.000000 Penalty: 71408.312500
Iteration 144Q: 22 clusters Score -9.800877e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 170331 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38868 members 
Mstep: Class 8 contains 31677 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 111005 members 
Mstep: Class 11 contains 2264 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 320992 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27025 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 50000 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81908 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008744.000000 Penalty: 71408.312500
Iteration 145Q: 22 clusters Score -9.800874e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 170306 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38866 members 
Mstep: Class 8 contains 31685 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 111006 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 12 contains 11191 members 
Mstep: Class 13 contains 320995 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27025 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 50003 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81908 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008752.000000 Penalty: 71408.312500
Iteration 146Q: 22 clusters Score -9.800875e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 170265 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38867 members 
Mstep: Class 8 contains 31689 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111005 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 11190 members 
Mstep: Class 13 contains 321028 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27025 members 
Mstep: Class 16 contains 2621 members 
Mstep: Class 17 contains 50007 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81907 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008752.000000 Penalty: 71408.312500
Iteration 147Q: 22 clusters Score -9.800875e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 170227 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38861 members 
Mstep: Class 8 contains 31693 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111011 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 321049 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27026 members 
Mstep: Class 16 contains 2610 members 
Mstep: Class 17 contains 50017 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81903 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008792.000000 Penalty: 71408.312500
Iteration 148Q: 22 clusters Score -9.800879e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26119 members 
Mstep: Class 5 contains 170206 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38858 members 
Mstep: Class 8 contains 31701 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111011 members 
Mstep: Class 11 contains 2281 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 321053 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27027 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 50018 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81899 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008832.000000 Penalty: 71408.312500
Iteration 149Q: 22 clusters Score -9.800883e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 170178 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38850 members 
Mstep: Class 8 contains 31710 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111009 members 
Mstep: Class 11 contains 2284 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 321067 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27027 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 50017 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81897 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008872.000000 Penalty: 71408.312500
Iteration 150Q: 22 clusters Score -9.800887e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 170164 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38840 members 
Mstep: Class 8 contains 31718 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111013 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 321066 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27026 members 
Mstep: Class 16 contains 2597 members 
Mstep: Class 17 contains 50016 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81895 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008872.000000 Penalty: 71408.312500
Iteration 151Q: 22 clusters Score -9.800887e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 170136 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38838 members 
Mstep: Class 8 contains 31722 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111012 members 
Mstep: Class 11 contains 2283 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 321074 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27028 members 
Mstep: Class 16 contains 2594 members 
Mstep: Class 17 contains 50016 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81896 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008872.000000 Penalty: 71408.312500
Iteration 152Q: 22 clusters Score -9.800887e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 170113 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38834 members 
Mstep: Class 8 contains 31725 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111012 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 321079 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27028 members 
Mstep: Class 16 contains 2591 members 
Mstep: Class 17 contains 50019 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81900 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008832.000000 Penalty: 71408.312500
Iteration 153Q: 22 clusters Score -9.800883e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 170081 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38822 members 
Mstep: Class 8 contains 31732 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111014 members 
Mstep: Class 11 contains 2289 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 321086 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27029 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 50025 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81903 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008936.000000 Penalty: 71408.312500
Iteration 154Q: 22 clusters Score -9.800894e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26122 members 
Mstep: Class 5 contains 170057 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38813 members 
Mstep: Class 8 contains 31743 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111015 members 
Mstep: Class 11 contains 2291 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 321087 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27030 members 
Mstep: Class 16 contains 2597 members 
Mstep: Class 17 contains 50030 members 
Mstep: Class 18 contains 6791 members 
Mstep: Class 19 contains 81903 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008856.000000 Penalty: 71408.312500
Iteration 155Q: 22 clusters Score -9.800886e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 170018 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38819 members 
Mstep: Class 8 contains 31746 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111018 members 
Mstep: Class 11 contains 2296 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 321099 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27030 members 
Mstep: Class 16 contains 2593 members 
Mstep: Class 17 contains 50034 members 
Mstep: Class 18 contains 6792 members 
Mstep: Class 19 contains 81905 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008776.000000 Penalty: 71408.312500
Iteration 156Q: 22 clusters Score -9.800878e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 169990 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38817 members 
Mstep: Class 8 contains 31752 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111019 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 321108 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27031 members 
Mstep: Class 16 contains 2592 members 
Mstep: Class 17 contains 50033 members 
Mstep: Class 18 contains 6793 members 
Mstep: Class 19 contains 81907 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008776.000000 Penalty: 71408.312500
Iteration 157Q: 22 clusters Score -9.800878e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 169960 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38818 members 
Mstep: Class 8 contains 31762 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111022 members 
Mstep: Class 11 contains 2298 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 321123 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27032 members 
Mstep: Class 16 contains 2583 members 
Mstep: Class 17 contains 50032 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81905 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008856.000000 Penalty: 71408.312500
Iteration 158Q: 22 clusters Score -9.800886e+07 nChanged 113
Entering ConstructFrom: 
Score: -98008856.000000 Penalty: 71408.312500
Entering ConstructFrom: 
Trying to split cluster 1 (4897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Entering Unmasked Estep 
Score: -462541.343750 Penalty: 2107.101807
	Iteration 0F: 2 clusters Score -462541.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -458136.062500 Penalty: 4214.203613
	Iteration 0F: 3 clusters Score -458136.1 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -459334.375000 Penalty: 4214.203613
	Iteration 1F: 3 clusters Score -459334.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -459618.656250 Penalty: 4214.203613
	Iteration 2F: 3 clusters Score -459618.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -459856.281250 Penalty: 4214.203613
	Iteration 3F: 3 clusters Score -459856.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -460076.250000 Penalty: 4214.203613
	Iteration 4F: 3 clusters Score -460076.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -460347.093750 Penalty: 4214.203613
	Iteration 5F: 3 clusters Score -460347.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -460616.375000 Penalty: 4214.203613
	Iteration 6F: 3 clusters Score -460616.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -460841.437500 Penalty: 4214.203613
	Iteration 7F: 3 clusters Score -460841.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -461049.593750 Penalty: 4214.203613
	Iteration 8Q: 3 clusters Score -461049.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -461221.406250 Penalty: 4214.203613
	Iteration 9Q: 3 clusters Score -461221.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -461320.125000 Penalty: 4214.203613
	Iteration 10Q: 3 clusters Score -461320.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -461373.031250 Penalty: 4214.203613
	Iteration 11Q: 3 clusters Score -461373 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -461419.062500 Penalty: 4214.203613
	Iteration 12Q: 3 clusters Score -461419.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -461441.781250 Penalty: 4214.203613
	Iteration 13Q: 3 clusters Score -461441.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -461449.187500 Penalty: 4214.203613
	Iteration 14Q: 3 clusters Score -461449.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -461453.718750 Penalty: 4214.203613
	Iteration 15Q: 3 clusters Score -461453.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -461458.031250 Penalty: 4214.203613
	Iteration 16Q: 3 clusters Score -461458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -461459.875000 Penalty: 4214.203613
	Iteration 17Q: 3 clusters Score -461459.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -461462.187500 Penalty: 4214.203613
	Iteration 18Q: 3 clusters Score -461462.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -461466.468750 Penalty: 4214.203613
	Iteration 19Q: 3 clusters Score -461466.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -461473.312500 Penalty: 4214.203613
	Iteration 20F: 3 clusters Score -461473.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -461478.750000 Penalty: 4214.203613
	Iteration 21Q: 3 clusters Score -461478.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -461487.062500 Penalty: 4214.203613
	Iteration 22Q: 3 clusters Score -461487.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -461494.656250 Penalty: 4214.203613
	Iteration 23Q: 3 clusters Score -461494.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -461509.687500 Penalty: 4214.203613
	Iteration 24Q: 3 clusters Score -461509.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -461544.562500 Penalty: 4214.203613
	Iteration 25Q: 3 clusters Score -461544.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -461593.656250 Penalty: 4214.203613
	Iteration 26Q: 3 clusters Score -461593.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -461638.687500 Penalty: 4214.203613
	Iteration 27Q: 3 clusters Score -461638.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -461658.750000 Penalty: 4214.203613
	Iteration 28Q: 3 clusters Score -461658.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -461668.906250 Penalty: 4214.203613
	Iteration 29Q: 3 clusters Score -461668.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -461683.687500 Penalty: 4214.203613
	Iteration 30Q: 3 clusters Score -461683.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -461689.125000 Penalty: 4214.203613
	Iteration 31Q: 3 clusters Score -461689.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -461693.812500 Penalty: 4214.203613
	Iteration 32Q: 3 clusters Score -461693.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -461695.843750 Penalty: 4214.203613
	Iteration 33Q: 3 clusters Score -461695.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -461696.656250 Penalty: 4214.203613
	Iteration 34Q: 3 clusters Score -461696.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -461702.406250 Penalty: 4214.203613
	Iteration 35Q: 3 clusters Score -461702.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -461705.437500 Penalty: 4214.203613
	Iteration 36Q: 3 clusters Score -461705.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -461707.406250 Penalty: 4214.203613
	Iteration 37Q: 3 clusters Score -461707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -461710.250000 Penalty: 4214.203613
	Iteration 38Q: 3 clusters Score -461710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -461710.781250 Penalty: 4214.203613
	Iteration 39Q: 3 clusters Score -461710.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -461713.281250 Penalty: 4214.203613
	Iteration 40F: 3 clusters Score -461713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -461716.500000 Penalty: 4214.203613
	Iteration 41Q: 3 clusters Score -461716.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -461718.031250 Penalty: 4214.203613
	Iteration 42Q: 3 clusters Score -461718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -461718.812500 Penalty: 4214.203613
	Iteration 43Q: 3 clusters Score -461718.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -461720.093750 Penalty: 4214.203613
	Iteration 44Q: 3 clusters Score -461720.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -461719.656250 Penalty: 4214.203613
	Iteration 45Q: 3 clusters Score -461719.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -461719.656250 Penalty: 4214.203613
	Iteration 46F: 3 clusters Score -461719.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Entering Unmasked Estep 
Score: -154193.890625 Penalty: 1822.768677
	Iteration 0F: 2 clusters Score -154193.9 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 787 members 
Entering Unmasked Estep 
Score: -151974.781250 Penalty: 3645.537354
	Iteration 0F: 3 clusters Score -151974.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -152701.906250 Penalty: 3645.537354
	Iteration 1F: 3 clusters Score -152701.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -153264.312500 Penalty: 3645.537354
	Iteration 2F: 3 clusters Score -153264.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -153810.281250 Penalty: 3645.537354
	Iteration 3F: 3 clusters Score -153810.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -154178.562500 Penalty: 3645.537354
	Iteration 4F: 3 clusters Score -154178.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -154527.031250 Penalty: 3645.537354
	Iteration 5Q: 3 clusters Score -154527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -154604.468750 Penalty: 3645.537354
	Iteration 6Q: 3 clusters Score -154604.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -154634.578125 Penalty: 3645.537354
	Iteration 7Q: 3 clusters Score -154634.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -154648.609375 Penalty: 3645.537354
	Iteration 8Q: 3 clusters Score -154648.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -154651.796875 Penalty: 3645.537354
	Iteration 9Q: 3 clusters Score -154651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -154652.734375 Penalty: 3645.537354
	Iteration 10Q: 3 clusters Score -154652.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154653.250000 Penalty: 3645.537354
	Iteration 11Q: 3 clusters Score -154653.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154653.250000 Penalty: 3645.537354
	Iteration 12F: 3 clusters Score -154653.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 169945 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38824 members 
Mstep: Class 8 contains 31767 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111023 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 321116 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27032 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 50032 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81905 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 461 members 
Entering Unmasked Estep 
Score: -98007760.000000 Penalty: 74808.710938
Splitting cluster 2 changes total score from -98008856.000000 to -98007760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Entering Unmasked Estep 
Score: -342532.968750 Penalty: 2014.568848
	Iteration 0F: 2 clusters Score -342533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -339059.781250 Penalty: 4029.137695
	Iteration 0F: 3 clusters Score -339059.8 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -339844.375000 Penalty: 4029.137695
	Iteration 1F: 3 clusters Score -339844.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -340013.437500 Penalty: 4029.137695
	Iteration 2F: 3 clusters Score -340013.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -340089.218750 Penalty: 4029.137695
	Iteration 3Q: 3 clusters Score -340089.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -340136.187500 Penalty: 4029.137695
	Iteration 4Q: 3 clusters Score -340136.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -340159.156250 Penalty: 4029.137695
	Iteration 5Q: 3 clusters Score -340159.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -340177.781250 Penalty: 4029.137695
	Iteration 6Q: 3 clusters Score -340177.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -340192.656250 Penalty: 4029.137695
	Iteration 7Q: 3 clusters Score -340192.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -340206.781250 Penalty: 4029.137695
	Iteration 8Q: 3 clusters Score -340206.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -340222.031250 Penalty: 4029.137695
	Iteration 9Q: 3 clusters Score -340222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -340244.156250 Penalty: 4029.137695
	Iteration 10Q: 3 clusters Score -340244.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -340262.000000 Penalty: 4029.137695
	Iteration 11Q: 3 clusters Score -340262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -340279.562500 Penalty: 4029.137695
	Iteration 12Q: 3 clusters Score -340279.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -340300.062500 Penalty: 4029.137695
	Iteration 13Q: 3 clusters Score -340300.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -340312.968750 Penalty: 4029.137695
	Iteration 14Q: 3 clusters Score -340313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -340321.062500 Penalty: 4029.137695
	Iteration 15Q: 3 clusters Score -340321.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -340329.062500 Penalty: 4029.137695
	Iteration 16Q: 3 clusters Score -340329.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -340335.437500 Penalty: 4029.137695
	Iteration 17Q: 3 clusters Score -340335.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -340341.687500 Penalty: 4029.137695
	Iteration 18Q: 3 clusters Score -340341.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -340351.281250 Penalty: 4029.137695
	Iteration 19Q: 3 clusters Score -340351.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -340357.312500 Penalty: 4029.137695
	Iteration 20F: 3 clusters Score -340357.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -340362.156250 Penalty: 4029.137695
	Iteration 21Q: 3 clusters Score -340362.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -340367.031250 Penalty: 4029.137695
	Iteration 22Q: 3 clusters Score -340367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -340371.718750 Penalty: 4029.137695
	Iteration 23Q: 3 clusters Score -340371.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -340375.156250 Penalty: 4029.137695
	Iteration 24Q: 3 clusters Score -340375.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -340376.562500 Penalty: 4029.137695
	Iteration 25Q: 3 clusters Score -340376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -340378.093750 Penalty: 4029.137695
	Iteration 26Q: 3 clusters Score -340378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -340378.875000 Penalty: 4029.137695
	Iteration 27Q: 3 clusters Score -340378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -340379.562500 Penalty: 4029.137695
	Iteration 28Q: 3 clusters Score -340379.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -340380.218750 Penalty: 4029.137695
	Iteration 29Q: 3 clusters Score -340380.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -340380.625000 Penalty: 4029.137695
	Iteration 30Q: 3 clusters Score -340380.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -340380.625000 Penalty: 4029.137695
	Iteration 31F: 3 clusters Score -340380.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Entering Unmasked Estep 
Score: -2727768.000000 Penalty: 2522.273193
	Iteration 0F: 2 clusters Score -2727768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2709820.250000 Penalty: 5044.546387
	Iteration 0F: 3 clusters Score -2709820 nChanged 11686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2716069.000000 Penalty: 5044.546387
	Iteration 1F: 3 clusters Score -2716069 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2716495.000000 Penalty: 5044.546387
	Iteration 2Q: 3 clusters Score -2716495 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2716895.250000 Penalty: 5044.546387
	Iteration 3Q: 3 clusters Score -2716895 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2717303.250000 Penalty: 5044.546387
	Iteration 4Q: 3 clusters Score -2717303 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2717741.250000 Penalty: 5044.546387
	Iteration 5Q: 3 clusters Score -2717741 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2718261.500000 Penalty: 5044.546387
	Iteration 6Q: 3 clusters Score -2718262 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2718971.250000 Penalty: 5044.546387
	Iteration 7F: 3 clusters Score -2718971 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2719873.500000 Penalty: 5044.546387
	Iteration 8F: 3 clusters Score -2719874 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2721076.250000 Penalty: 5044.546387
	Iteration 9F: 3 clusters Score -2721076 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -2722486.500000 Penalty: 5044.546387
	Iteration 10F: 3 clusters Score -2722486 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2723754.000000 Penalty: 5044.546387
	Iteration 11F: 3 clusters Score -2723754 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -2724561.750000 Penalty: 5044.546387
	Iteration 12Q: 3 clusters Score -2724562 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -2725003.250000 Penalty: 5044.546387
	Iteration 13Q: 3 clusters Score -2725003 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -2725240.500000 Penalty: 5044.546387
	Iteration 14Q: 3 clusters Score -2725240 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -2725356.250000 Penalty: 5044.546387
	Iteration 15Q: 3 clusters Score -2725356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -2725421.250000 Penalty: 5044.546387
	Iteration 16Q: 3 clusters Score -2725421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -2725461.000000 Penalty: 5044.546387
	Iteration 17Q: 3 clusters Score -2725461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -2725487.000000 Penalty: 5044.546387
	Iteration 18Q: 3 clusters Score -2725487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -2725509.000000 Penalty: 5044.546387
	Iteration 19Q: 3 clusters Score -2725509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -2725519.000000 Penalty: 5044.546387
	Iteration 20F: 3 clusters Score -2725519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -2725530.000000 Penalty: 5044.546387
	Iteration 21Q: 3 clusters Score -2725530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -2725539.500000 Penalty: 5044.546387
	Iteration 22Q: 3 clusters Score -2725540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -2725548.000000 Penalty: 5044.546387
	Iteration 23Q: 3 clusters Score -2725548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -2725550.500000 Penalty: 5044.546387
	Iteration 24Q: 3 clusters Score -2725550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -2725552.500000 Penalty: 5044.546387
	Iteration 25Q: 3 clusters Score -2725552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -2725560.000000 Penalty: 5044.546387
	Iteration 26Q: 3 clusters Score -2725560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -2725563.250000 Penalty: 5044.546387
	Iteration 27Q: 3 clusters Score -2725563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -2725564.000000 Penalty: 5044.546387
	Iteration 28Q: 3 clusters Score -2725564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -2725568.500000 Penalty: 5044.546387
	Iteration 29Q: 3 clusters Score -2725568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -2725568.500000 Penalty: 5044.546387
	Iteration 30F: 3 clusters Score -2725568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (169945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169945 members 
Entering Unmasked Estep 
Score: -18939688.000000 Penalty: 2986.720947
	Iteration 0F: 2 clusters Score -1.893969e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84814 members 
Mstep: Class 2 contains 85131 members 
Entering Unmasked Estep 
Score: -18828058.000000 Penalty: 5973.441895
	Iteration 0F: 3 clusters Score -1.882806e+07 nChanged 81683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 88120 members 
Entering Unmasked Estep 
Score: -18875828.000000 Penalty: 5973.441895
	Iteration 1F: 3 clusters Score -1.887583e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80004 members 
Mstep: Class 2 contains 89941 members 
Entering Unmasked Estep 
Score: -18877150.000000 Penalty: 5973.441895
	Iteration 2Q: 3 clusters Score -1.887715e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 92817 members 
Entering Unmasked Estep 
Score: -18879148.000000 Penalty: 5973.441895
	Iteration 3Q: 3 clusters Score -1.887915e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 97032 members 
Entering Unmasked Estep 
Score: -18881822.000000 Penalty: 5973.441895
	Iteration 4Q: 3 clusters Score -1.888182e+07 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66890 members 
Mstep: Class 2 contains 103055 members 
Entering Unmasked Estep 
Score: -18885988.000000 Penalty: 5973.441895
	Iteration 5Q: 3 clusters Score -1.888599e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 111076 members 
Entering Unmasked Estep 
Score: -18891346.000000 Penalty: 5973.441895
	Iteration 6F: 3 clusters Score -1.889135e+07 nChanged 11163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 121153 members 
Entering Unmasked Estep 
Score: -18899098.000000 Penalty: 5973.441895
	Iteration 7F: 3 clusters Score -1.88991e+07 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 132533 members 
Entering Unmasked Estep 
Score: -18908472.000000 Penalty: 5973.441895
	Iteration 8F: 3 clusters Score -1.890847e+07 nChanged 11363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 143714 members 
Entering Unmasked Estep 
Score: -18918316.000000 Penalty: 5973.441895
	Iteration 9F: 3 clusters Score -1.891832e+07 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 152860 members 
Entering Unmasked Estep 
Score: -18926046.000000 Penalty: 5973.441895
	Iteration 10F: 3 clusters Score -1.892605e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 159414 members 
Entering Unmasked Estep 
Score: -18931002.000000 Penalty: 5973.441895
	Iteration 11Q: 3 clusters Score -1.8931e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 163523 members 
Entering Unmasked Estep 
Score: -18933648.000000 Penalty: 5973.441895
	Iteration 12Q: 3 clusters Score -1.893365e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 165897 members 
Entering Unmasked Estep 
Score: -18935110.000000 Penalty: 5973.441895
	Iteration 13Q: 3 clusters Score -1.893511e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 167177 members 
Entering Unmasked Estep 
Score: -18935928.000000 Penalty: 5973.441895
	Iteration 14Q: 3 clusters Score -1.893593e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 167874 members 
Entering Unmasked Estep 
Score: -18936448.000000 Penalty: 5973.441895
	Iteration 15Q: 3 clusters Score -1.893645e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 168252 members 
Entering Unmasked Estep 
Score: -18936694.000000 Penalty: 5973.441895
	Iteration 16Q: 3 clusters Score -1.893669e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 168469 members 
Entering Unmasked Estep 
Score: -18936860.000000 Penalty: 5973.441895
	Iteration 17Q: 3 clusters Score -1.893686e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 168612 members 
Entering Unmasked Estep 
Score: -18936986.000000 Penalty: 5973.441895
	Iteration 18Q: 3 clusters Score -1.893699e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 168701 members 
Entering Unmasked Estep 
Score: -18937020.000000 Penalty: 5973.441895
	Iteration 19Q: 3 clusters Score -1.893702e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 168767 members 
Entering Unmasked Estep 
Score: -18937058.000000 Penalty: 5973.441895
	Iteration 20F: 3 clusters Score -1.893706e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 168816 members 
Entering Unmasked Estep 
Score: -18937100.000000 Penalty: 5973.441895
	Iteration 21Q: 3 clusters Score -1.89371e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 168856 members 
Entering Unmasked Estep 
Score: -18937144.000000 Penalty: 5973.441895
	Iteration 22Q: 3 clusters Score -1.893714e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 168894 members 
Entering Unmasked Estep 
Score: -18937166.000000 Penalty: 5973.441895
	Iteration 23Q: 3 clusters Score -1.893717e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 168910 members 
Entering Unmasked Estep 
Score: -18937160.000000 Penalty: 5973.441895
	Iteration 24Q: 3 clusters Score -1.893716e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 168932 members 
Entering Unmasked Estep 
Score: -18937170.000000 Penalty: 5973.441895
	Iteration 25Q: 3 clusters Score -1.893717e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 168951 members 
Entering Unmasked Estep 
Score: -18937182.000000 Penalty: 5973.441895
	Iteration 26Q: 3 clusters Score -1.893718e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 168961 members 
Entering Unmasked Estep 
Score: -18937232.000000 Penalty: 5973.441895
	Iteration 27Q: 3 clusters Score -1.893723e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 168974 members 
Entering Unmasked Estep 
Score: -18937216.000000 Penalty: 5973.441895
	Iteration 28Q: 3 clusters Score -1.893722e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 168998 members 
Entering Unmasked Estep 
Score: -18937248.000000 Penalty: 5973.441895
	Iteration 29Q: 3 clusters Score -1.893725e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 169007 members 
Entering Unmasked Estep 
Score: -18937248.000000 Penalty: 5973.441895
	Iteration 30Q: 3 clusters Score -1.893725e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 169013 members 
Entering Unmasked Estep 
Score: -18937242.000000 Penalty: 5973.441895
	Iteration 31Q: 3 clusters Score -1.893724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 169024 members 
Entering Unmasked Estep 
Score: -18937246.000000 Penalty: 5973.441895
	Iteration 32Q: 3 clusters Score -1.893725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 169026 members 
Entering Unmasked Estep 
Score: -18937262.000000 Penalty: 5973.441895
	Iteration 33Q: 3 clusters Score -1.893726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 169026 members 
Entering Unmasked Estep 
Score: -18937268.000000 Penalty: 5973.441895
	Iteration 34Q: 3 clusters Score -1.893727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 169029 members 
Entering Unmasked Estep 
Score: -18937272.000000 Penalty: 5973.441895
	Iteration 35Q: 3 clusters Score -1.893727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 169025 members 
Entering Unmasked Estep 
Score: -18937280.000000 Penalty: 5973.441895
	Iteration 36Q: 3 clusters Score -1.893728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 169025 members 
Entering Unmasked Estep 
Score: -18937286.000000 Penalty: 5973.441895
	Iteration 37Q: 3 clusters Score -1.893729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 169030 members 
Entering Unmasked Estep 
Score: -18937288.000000 Penalty: 5973.441895
	Iteration 38Q: 3 clusters Score -1.893729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 169034 members 
Entering Unmasked Estep 
Score: -18937284.000000 Penalty: 5973.441895
	Iteration 39Q: 3 clusters Score -1.893728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 169037 members 
Entering Unmasked Estep 
Score: -18937296.000000 Penalty: 5973.441895
	Iteration 40F: 3 clusters Score -1.89373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 169039 members 
Entering Unmasked Estep 
Score: -18937296.000000 Penalty: 5973.441895
	Iteration 41Q: 3 clusters Score -1.89373e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 169040 members 
Entering Unmasked Estep 
Score: -18937298.000000 Penalty: 5973.441895
	Iteration 42Q: 3 clusters Score -1.89373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 169042 members 
Entering Unmasked Estep 
Score: -18937306.000000 Penalty: 5973.441895
	Iteration 43Q: 3 clusters Score -1.893731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 169044 members 
Entering Unmasked Estep 
Score: -18937298.000000 Penalty: 5973.441895
	Iteration 44Q: 3 clusters Score -1.89373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 169045 members 
Entering Unmasked Estep 
Score: -18937292.000000 Penalty: 5973.441895
	Iteration 45Q: 3 clusters Score -1.893729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 169047 members 
Entering Unmasked Estep 
Score: -18937300.000000 Penalty: 5973.441895
	Iteration 46Q: 3 clusters Score -1.89373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 169049 members 
Entering Unmasked Estep 
Score: -18937304.000000 Penalty: 5973.441895
	Iteration 47Q: 3 clusters Score -1.89373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 169051 members 
Entering Unmasked Estep 
Score: -18937304.000000 Penalty: 5973.441895
	Iteration 48Q: 3 clusters Score -1.89373e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 169054 members 
Entering Unmasked Estep 
Score: -18937308.000000 Penalty: 5973.441895
	Iteration 49Q: 3 clusters Score -1.893731e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 169056 members 
Entering Unmasked Estep 
Score: -18937308.000000 Penalty: 5973.441895
	Iteration 50Q: 3 clusters Score -1.893731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 169057 members 
Entering Unmasked Estep 
Score: -18937322.000000 Penalty: 5973.441895
	Iteration 51Q: 3 clusters Score -1.893732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 169059 members 
Entering Unmasked Estep 
Score: -18937306.000000 Penalty: 5973.441895
	Iteration 52Q: 3 clusters Score -1.893731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 169059 members 
Entering Unmasked Estep 
Score: -18937306.000000 Penalty: 5973.441895
	Iteration 53F: 3 clusters Score -1.893731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -86271.195312 Penalty: 1685.057495
	Iteration 0F: 2 clusters Score -86271.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -84423.539062 Penalty: 3370.114990
	Iteration 0F: 3 clusters Score -84423.54 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -84766.367188 Penalty: 3370.114990
	Iteration 1F: 3 clusters Score -84766.37 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -85147.414062 Penalty: 3370.114990
	Iteration 2F: 3 clusters Score -85147.41 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -85317.296875 Penalty: 3370.114990
	Iteration 3F: 3 clusters Score -85317.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -85444.531250 Penalty: 3370.114990
	Iteration 4F: 3 clusters Score -85444.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -85523.054688 Penalty: 3370.114990
	Iteration 5Q: 3 clusters Score -85523.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -85576.125000 Penalty: 3370.114990
	Iteration 6Q: 3 clusters Score -85576.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -85619.382812 Penalty: 3370.114990
	Iteration 7Q: 3 clusters Score -85619.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -85670.046875 Penalty: 3370.114990
	Iteration 8Q: 3 clusters Score -85670.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -85705.710938 Penalty: 3370.114990
	Iteration 9Q: 3 clusters Score -85705.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -85724.085938 Penalty: 3370.114990
	Iteration 10Q: 3 clusters Score -85724.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -85757.601562 Penalty: 3370.114990
	Iteration 11Q: 3 clusters Score -85757.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -85798.687500 Penalty: 3370.114990
	Iteration 12Q: 3 clusters Score -85798.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -85836.148438 Penalty: 3370.114990
	Iteration 13Q: 3 clusters Score -85836.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -85878.726562 Penalty: 3370.114990
	Iteration 14Q: 3 clusters Score -85878.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -85923.320312 Penalty: 3370.114990
	Iteration 15Q: 3 clusters Score -85923.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -85990.046875 Penalty: 3370.114990
	Iteration 16Q: 3 clusters Score -85990.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -86106.125000 Penalty: 3370.114990
	Iteration 17Q: 3 clusters Score -86106.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -86254.148438 Penalty: 3370.114990
	Iteration 18Q: 3 clusters Score -86254.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -86401.960938 Penalty: 3370.114990
	Iteration 19Q: 3 clusters Score -86401.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -86579.632812 Penalty: 3370.114990
	Iteration 20F: 3 clusters Score -86579.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -86674.796875 Penalty: 3370.114990
	Iteration 21Q: 3 clusters Score -86674.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -86689.726562 Penalty: 3370.114990
	Iteration 22Q: 3 clusters Score -86689.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -86710.078125 Penalty: 3370.114990
	Iteration 23Q: 3 clusters Score -86710.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -86754.265625 Penalty: 3370.114990
	Iteration 24Q: 3 clusters Score -86754.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -86819.484375 Penalty: 3370.114990
	Iteration 25Q: 3 clusters Score -86819.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -86852.265625 Penalty: 3370.114990
	Iteration 26Q: 3 clusters Score -86852.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -86854.523438 Penalty: 3370.114990
	Iteration 27Q: 3 clusters Score -86854.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -86854.523438 Penalty: 3370.114990
	Iteration 28F: 3 clusters Score -86854.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 169945 members 
Mstep: Class 6 contains 247 members 
Mstep: Class 7 contains 38824 members 
Mstep: Class 8 contains 31767 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111023 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 321116 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27032 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 50032 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81905 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 646 members 
Entering Unmasked Estep 
Score: -98007712.000000 Penalty: 74808.710938
Splitting cluster 6 changes total score from -98008856.000000 to -98007712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (38824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Entering Unmasked Estep 
Score: -4217350.500000 Penalty: 2620.564697
	Iteration 0F: 2 clusters Score -4217350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -4190924.250000 Penalty: 5241.129395
	Iteration 0F: 3 clusters Score -4190924 nChanged 17878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -4200727.000000 Penalty: 5241.129395
	Iteration 1F: 3 clusters Score -4200727 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4201246.000000 Penalty: 5241.129395
	Iteration 2Q: 3 clusters Score -4201246 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -4201810.000000 Penalty: 5241.129395
	Iteration 3Q: 3 clusters Score -4201810 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -4202524.000000 Penalty: 5241.129395
	Iteration 4Q: 3 clusters Score -4202524 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -4203486.000000 Penalty: 5241.129395
	Iteration 5Q: 3 clusters Score -4203486 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -4204850.000000 Penalty: 5241.129395
	Iteration 6F: 3 clusters Score -4204850 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -4206830.000000 Penalty: 5241.129395
	Iteration 7F: 3 clusters Score -4206830 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -4209416.500000 Penalty: 5241.129395
	Iteration 8F: 3 clusters Score -4209416 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -4211847.500000 Penalty: 5241.129395
	Iteration 9F: 3 clusters Score -4211848 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -4213564.500000 Penalty: 5241.129395
	Iteration 10Q: 3 clusters Score -4213564 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -4214392.500000 Penalty: 5241.129395
	Iteration 11Q: 3 clusters Score -4214392 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -4214749.000000 Penalty: 5241.129395
	Iteration 12Q: 3 clusters Score -4214749 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -4214898.500000 Penalty: 5241.129395
	Iteration 13Q: 3 clusters Score -4214898 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -4214986.500000 Penalty: 5241.129395
	Iteration 14Q: 3 clusters Score -4214986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -4215013.500000 Penalty: 5241.129395
	Iteration 15Q: 3 clusters Score -4215014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -4215037.000000 Penalty: 5241.129395
	Iteration 16Q: 3 clusters Score -4215037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -4215049.500000 Penalty: 5241.129395
	Iteration 17Q: 3 clusters Score -4215050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -4215070.500000 Penalty: 5241.129395
	Iteration 18Q: 3 clusters Score -4215070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -4215077.000000 Penalty: 5241.129395
	Iteration 19Q: 3 clusters Score -4215077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -4215097.000000 Penalty: 5241.129395
	Iteration 20F: 3 clusters Score -4215097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -4215109.500000 Penalty: 5241.129395
	Iteration 21Q: 3 clusters Score -4215110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -4215112.000000 Penalty: 5241.129395
	Iteration 22Q: 3 clusters Score -4215112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -4215119.000000 Penalty: 5241.129395
	Iteration 23Q: 3 clusters Score -4215119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -4215114.000000 Penalty: 5241.129395
	Iteration 24Q: 3 clusters Score -4215114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -4215118.000000 Penalty: 5241.129395
	Iteration 25Q: 3 clusters Score -4215118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -4215118.000000 Penalty: 5241.129395
	Iteration 26F: 3 clusters Score -4215118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Entering Unmasked Estep 
Score: -3587473.000000 Penalty: 2570.813477
	Iteration 0F: 2 clusters Score -3587473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3565651.000000 Penalty: 5141.626953
	Iteration 0F: 3 clusters Score -3565651 nChanged 14429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -3573600.500000 Penalty: 5141.626953
	Iteration 1F: 3 clusters Score -3573600 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -3574112.750000 Penalty: 5141.626953
	Iteration 2Q: 3 clusters Score -3574113 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3574664.250000 Penalty: 5141.626953
	Iteration 3Q: 3 clusters Score -3574664 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -3575261.500000 Penalty: 5141.626953
	Iteration 4Q: 3 clusters Score -3575262 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3576024.000000 Penalty: 5141.626953
	Iteration 5Q: 3 clusters Score -3576024 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -3577010.000000 Penalty: 5141.626953
	Iteration 6F: 3 clusters Score -3577010 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -3578302.750000 Penalty: 5141.626953
	Iteration 7F: 3 clusters Score -3578303 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3579999.250000 Penalty: 5141.626953
	Iteration 8F: 3 clusters Score -3579999 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3581772.500000 Penalty: 5141.626953
	Iteration 9F: 3 clusters Score -3581772 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -3583327.000000 Penalty: 5141.626953
	Iteration 10Q: 3 clusters Score -3583327 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3584282.000000 Penalty: 5141.626953
	Iteration 11Q: 3 clusters Score -3584282 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -3584765.000000 Penalty: 5141.626953
	Iteration 12Q: 3 clusters Score -3584765 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -3585000.250000 Penalty: 5141.626953
	Iteration 13Q: 3 clusters Score -3585000 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -3585133.750000 Penalty: 5141.626953
	Iteration 14Q: 3 clusters Score -3585134 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -3585199.250000 Penalty: 5141.626953
	Iteration 15Q: 3 clusters Score -3585199 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -3585236.000000 Penalty: 5141.626953
	Iteration 16Q: 3 clusters Score -3585236 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -3585289.250000 Penalty: 5141.626953
	Iteration 17Q: 3 clusters Score -3585289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -3585305.750000 Penalty: 5141.626953
	Iteration 18Q: 3 clusters Score -3585306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -3585323.250000 Penalty: 5141.626953
	Iteration 19Q: 3 clusters Score -3585323 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -3585346.250000 Penalty: 5141.626953
	Iteration 20F: 3 clusters Score -3585346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -3585362.500000 Penalty: 5141.626953
	Iteration 21Q: 3 clusters Score -3585362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -3585372.500000 Penalty: 5141.626953
	Iteration 22Q: 3 clusters Score -3585372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -3585371.750000 Penalty: 5141.626953
	Iteration 23Q: 3 clusters Score -3585372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -3585383.250000 Penalty: 5141.626953
	Iteration 24Q: 3 clusters Score -3585383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -3585389.500000 Penalty: 5141.626953
	Iteration 25Q: 3 clusters Score -3585390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3585389.750000 Penalty: 5141.626953
	Iteration 26Q: 3 clusters Score -3585390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -3585396.500000 Penalty: 5141.626953
	Iteration 27Q: 3 clusters Score -3585396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -3585400.000000 Penalty: 5141.626953
	Iteration 28Q: 3 clusters Score -3585400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -3585408.500000 Penalty: 5141.626953
	Iteration 29Q: 3 clusters Score -3585408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -3585406.500000 Penalty: 5141.626953
	Iteration 30Q: 3 clusters Score -3585406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -3585404.250000 Penalty: 5141.626953
	Iteration 31Q: 3 clusters Score -3585404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -3585404.250000 Penalty: 5141.626953
	Iteration 32F: 3 clusters Score -3585404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Entering Unmasked Estep 
Score: -324256.843750 Penalty: 1982.417725
	Iteration 0F: 2 clusters Score -324256.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -321026.812500 Penalty: 3964.835449
	Iteration 0F: 3 clusters Score -321026.8 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -321794.687500 Penalty: 3964.835449
	Iteration 1F: 3 clusters Score -321794.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -322160.750000 Penalty: 3964.835449
	Iteration 2F: 3 clusters Score -322160.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -322386.218750 Penalty: 3964.835449
	Iteration 3F: 3 clusters Score -322386.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -322545.937500 Penalty: 3964.835449
	Iteration 4F: 3 clusters Score -322545.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -322667.218750 Penalty: 3964.835449
	Iteration 5Q: 3 clusters Score -322667.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -322782.312500 Penalty: 3964.835449
	Iteration 6Q: 3 clusters Score -322782.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -322891.468750 Penalty: 3964.835449
	Iteration 7Q: 3 clusters Score -322891.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -323015.437500 Penalty: 3964.835449
	Iteration 8Q: 3 clusters Score -323015.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -323129.531250 Penalty: 3964.835449
	Iteration 9Q: 3 clusters Score -323129.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -323222.750000 Penalty: 3964.835449
	Iteration 10Q: 3 clusters Score -323222.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -323269.843750 Penalty: 3964.835449
	Iteration 11Q: 3 clusters Score -323269.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -323315.718750 Penalty: 3964.835449
	Iteration 12Q: 3 clusters Score -323315.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -323349.593750 Penalty: 3964.835449
	Iteration 13Q: 3 clusters Score -323349.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -323378.218750 Penalty: 3964.835449
	Iteration 14Q: 3 clusters Score -323378.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -323397.406250 Penalty: 3964.835449
	Iteration 15Q: 3 clusters Score -323397.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -323425.250000 Penalty: 3964.835449
	Iteration 16Q: 3 clusters Score -323425.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -323451.656250 Penalty: 3964.835449
	Iteration 17Q: 3 clusters Score -323451.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -323479.718750 Penalty: 3964.835449
	Iteration 18Q: 3 clusters Score -323479.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -323497.781250 Penalty: 3964.835449
	Iteration 19Q: 3 clusters Score -323497.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -323519.531250 Penalty: 3964.835449
	Iteration 20F: 3 clusters Score -323519.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -323544.312500 Penalty: 3964.835449
	Iteration 21Q: 3 clusters Score -323544.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -323574.812500 Penalty: 3964.835449
	Iteration 22Q: 3 clusters Score -323574.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -323598.250000 Penalty: 3964.835449
	Iteration 23Q: 3 clusters Score -323598.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -323625.906250 Penalty: 3964.835449
	Iteration 24Q: 3 clusters Score -323625.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -323667.000000 Penalty: 3964.835449
	Iteration 25Q: 3 clusters Score -323667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -323706.062500 Penalty: 3964.835449
	Iteration 26Q: 3 clusters Score -323706.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -323742.625000 Penalty: 3964.835449
	Iteration 27Q: 3 clusters Score -323742.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -323778.562500 Penalty: 3964.835449
	Iteration 28Q: 3 clusters Score -323778.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -323819.562500 Penalty: 3964.835449
	Iteration 29Q: 3 clusters Score -323819.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -323857.750000 Penalty: 3964.835449
	Iteration 30Q: 3 clusters Score -323857.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -323914.437500 Penalty: 3964.835449
	Iteration 31Q: 3 clusters Score -323914.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -323949.281250 Penalty: 3964.835449
	Iteration 32Q: 3 clusters Score -323949.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -323977.656250 Penalty: 3964.835449
	Iteration 33Q: 3 clusters Score -323977.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -323996.187500 Penalty: 3964.835449
	Iteration 34Q: 3 clusters Score -323996.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -324011.125000 Penalty: 3964.835449
	Iteration 35Q: 3 clusters Score -324011.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -324020.656250 Penalty: 3964.835449
	Iteration 36Q: 3 clusters Score -324020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -324025.218750 Penalty: 3964.835449
	Iteration 37Q: 3 clusters Score -324025.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -324033.125000 Penalty: 3964.835449
	Iteration 38Q: 3 clusters Score -324033.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -324040.093750 Penalty: 3964.835449
	Iteration 39Q: 3 clusters Score -324040.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -324046.062500 Penalty: 3964.835449
	Iteration 40F: 3 clusters Score -324046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -324052.500000 Penalty: 3964.835449
	Iteration 41Q: 3 clusters Score -324052.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -324055.843750 Penalty: 3964.835449
	Iteration 42Q: 3 clusters Score -324055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -324060.093750 Penalty: 3964.835449
	Iteration 43Q: 3 clusters Score -324060.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -324062.718750 Penalty: 3964.835449
	Iteration 44Q: 3 clusters Score -324062.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -324065.687500 Penalty: 3964.835449
	Iteration 45Q: 3 clusters Score -324065.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -324072.906250 Penalty: 3964.835449
	Iteration 46Q: 3 clusters Score -324072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -324076.875000 Penalty: 3964.835449
	Iteration 47Q: 3 clusters Score -324076.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -324078.187500 Penalty: 3964.835449
	Iteration 48Q: 3 clusters Score -324078.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -324078.687500 Penalty: 3964.835449
	Iteration 49Q: 3 clusters Score -324078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -324079.562500 Penalty: 3964.835449
	Iteration 50Q: 3 clusters Score -324079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -324080.031250 Penalty: 3964.835449
	Iteration 51Q: 3 clusters Score -324080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -324080.031250 Penalty: 3964.835449
	Iteration 52F: 3 clusters Score -324080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (111023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111023 members 
Entering Unmasked Estep 
Score: -12590528.000000 Penalty: 2881.138184
	Iteration 0F: 2 clusters Score -1.259053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -12516210.000000 Penalty: 5762.276367
	Iteration 0F: 3 clusters Score -1.251621e+07 nChanged 52760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -12547405.000000 Penalty: 5762.276367
	Iteration 1F: 3 clusters Score -1.25474e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -12549440.000000 Penalty: 5762.276367
	Iteration 2Q: 3 clusters Score -1.254944e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -12552436.000000 Penalty: 5762.276367
	Iteration 3F: 3 clusters Score -1.255244e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 72919 members 
Entering Unmasked Estep 
Score: -12556935.000000 Penalty: 5762.276367
	Iteration 4F: 3 clusters Score -1.255694e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 80300 members 
Entering Unmasked Estep 
Score: -12562989.000000 Penalty: 5762.276367
	Iteration 5F: 3 clusters Score -1.256299e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -12569879.000000 Penalty: 5762.276367
	Iteration 6F: 3 clusters Score -1.256988e+07 nChanged 7126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 95102 members 
Entering Unmasked Estep 
Score: -12576364.000000 Penalty: 5762.276367
	Iteration 7F: 3 clusters Score -1.257636e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 100244 members 
Entering Unmasked Estep 
Score: -12581295.000000 Penalty: 5762.276367
	Iteration 8Q: 3 clusters Score -1.25813e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 103403 members 
Entering Unmasked Estep 
Score: -12584568.000000 Penalty: 5762.276367
	Iteration 9Q: 3 clusters Score -1.258457e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 105087 members 
Entering Unmasked Estep 
Score: -12586276.000000 Penalty: 5762.276367
	Iteration 10Q: 3 clusters Score -1.258628e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 106071 members 
Entering Unmasked Estep 
Score: -12587071.000000 Penalty: 5762.276367
	Iteration 11Q: 3 clusters Score -1.258707e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 106747 members 
Entering Unmasked Estep 
Score: -12587438.000000 Penalty: 5762.276367
	Iteration 12Q: 3 clusters Score -1.258744e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 107240 members 
Entering Unmasked Estep 
Score: -12587665.000000 Penalty: 5762.276367
	Iteration 13Q: 3 clusters Score -1.258766e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 107600 members 
Entering Unmasked Estep 
Score: -12587828.000000 Penalty: 5762.276367
	Iteration 14Q: 3 clusters Score -1.258783e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 107880 members 
Entering Unmasked Estep 
Score: -12587940.000000 Penalty: 5762.276367
	Iteration 15Q: 3 clusters Score -1.258794e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -12588055.000000 Penalty: 5762.276367
	Iteration 16Q: 3 clusters Score -1.258806e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 108296 members 
Entering Unmasked Estep 
Score: -12588134.000000 Penalty: 5762.276367
	Iteration 17Q: 3 clusters Score -1.258813e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 108425 members 
Entering Unmasked Estep 
Score: -12588165.000000 Penalty: 5762.276367
	Iteration 18Q: 3 clusters Score -1.258816e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 108528 members 
Entering Unmasked Estep 
Score: -12588213.000000 Penalty: 5762.276367
	Iteration 19Q: 3 clusters Score -1.258821e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 108619 members 
Entering Unmasked Estep 
Score: -12588232.000000 Penalty: 5762.276367
	Iteration 20F: 3 clusters Score -1.258823e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 108694 members 
Entering Unmasked Estep 
Score: -12588237.000000 Penalty: 5762.276367
	Iteration 21Q: 3 clusters Score -1.258824e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 108764 members 
Entering Unmasked Estep 
Score: -12588282.000000 Penalty: 5762.276367
	Iteration 22Q: 3 clusters Score -1.258828e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 108833 members 
Entering Unmasked Estep 
Score: -12588308.000000 Penalty: 5762.276367
	Iteration 23Q: 3 clusters Score -1.258831e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 108896 members 
Entering Unmasked Estep 
Score: -12588332.000000 Penalty: 5762.276367
	Iteration 24Q: 3 clusters Score -1.258833e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 108943 members 
Entering Unmasked Estep 
Score: -12588342.000000 Penalty: 5762.276367
	Iteration 25Q: 3 clusters Score -1.258834e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 108984 members 
Entering Unmasked Estep 
Score: -12588357.000000 Penalty: 5762.276367
	Iteration 26Q: 3 clusters Score -1.258836e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 109010 members 
Entering Unmasked Estep 
Score: -12588353.000000 Penalty: 5762.276367
	Iteration 27Q: 3 clusters Score -1.258835e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 109035 members 
Entering Unmasked Estep 
Score: -12588345.000000 Penalty: 5762.276367
	Iteration 28Q: 3 clusters Score -1.258834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 109053 members 
Entering Unmasked Estep 
Score: -12588342.000000 Penalty: 5762.276367
	Iteration 29Q: 3 clusters Score -1.258834e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 109065 members 
Entering Unmasked Estep 
Score: -12588342.000000 Penalty: 5762.276367
	Iteration 30Q: 3 clusters Score -1.258834e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 109072 members 
Entering Unmasked Estep 
Score: -12588351.000000 Penalty: 5762.276367
	Iteration 31Q: 3 clusters Score -1.258835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 109081 members 
Entering Unmasked Estep 
Score: -12588358.000000 Penalty: 5762.276367
	Iteration 32Q: 3 clusters Score -1.258836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 109091 members 
Entering Unmasked Estep 
Score: -12588366.000000 Penalty: 5762.276367
	Iteration 33Q: 3 clusters Score -1.258837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 109097 members 
Entering Unmasked Estep 
Score: -12588355.000000 Penalty: 5762.276367
	Iteration 34Q: 3 clusters Score -1.258836e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 109109 members 
Entering Unmasked Estep 
Score: -12588369.000000 Penalty: 5762.276367
	Iteration 35Q: 3 clusters Score -1.258837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 109121 members 
Entering Unmasked Estep 
Score: -12588357.000000 Penalty: 5762.276367
	Iteration 36Q: 3 clusters Score -1.258836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 109131 members 
Entering Unmasked Estep 
Score: -12588363.000000 Penalty: 5762.276367
	Iteration 37Q: 3 clusters Score -1.258836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 109135 members 
Entering Unmasked Estep 
Score: -12588357.000000 Penalty: 5762.276367
	Iteration 38Q: 3 clusters Score -1.258836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 109136 members 
Entering Unmasked Estep 
Score: -12588364.000000 Penalty: 5762.276367
	Iteration 39Q: 3 clusters Score -1.258836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 109143 members 
Entering Unmasked Estep 
Score: -12588363.000000 Penalty: 5762.276367
	Iteration 40F: 3 clusters Score -1.258836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 109147 members 
Entering Unmasked Estep 
Score: -12588358.000000 Penalty: 5762.276367
	Iteration 41Q: 3 clusters Score -1.258836e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 109150 members 
Entering Unmasked Estep 
Score: -12588352.000000 Penalty: 5762.276367
	Iteration 42Q: 3 clusters Score -1.258835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 109153 members 
Entering Unmasked Estep 
Score: -12588350.000000 Penalty: 5762.276367
	Iteration 43Q: 3 clusters Score -1.258835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 109154 members 
Entering Unmasked Estep 
Score: -12588345.000000 Penalty: 5762.276367
	Iteration 44Q: 3 clusters Score -1.258834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 109157 members 
Entering Unmasked Estep 
Score: -12588358.000000 Penalty: 5762.276367
	Iteration 45Q: 3 clusters Score -1.258836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 109160 members 
Entering Unmasked Estep 
Score: -12588360.000000 Penalty: 5762.276367
	Iteration 46Q: 3 clusters Score -1.258836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 109164 members 
Entering Unmasked Estep 
Score: -12588360.000000 Penalty: 5762.276367
	Iteration 47Q: 3 clusters Score -1.258836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 109167 members 
Entering Unmasked Estep 
Score: -12588358.000000 Penalty: 5762.276367
	Iteration 48Q: 3 clusters Score -1.258836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 109170 members 
Entering Unmasked Estep 
Score: -12588363.000000 Penalty: 5762.276367
	Iteration 49Q: 3 clusters Score -1.258836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 109173 members 
Entering Unmasked Estep 
Score: -12588360.000000 Penalty: 5762.276367
	Iteration 50Q: 3 clusters Score -1.258836e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 109174 members 
Entering Unmasked Estep 
Score: -12588361.000000 Penalty: 5762.276367
	Iteration 51Q: 3 clusters Score -1.258836e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 109174 members 
Entering Unmasked Estep 
Score: -12588361.000000 Penalty: 5762.276367
	Iteration 52F: 3 clusters Score -1.258836e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -248861.734375 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -248861.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -246057.296875 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -246057.3 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -246557.593750 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -246557.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -246689.437500 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -246689.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -246753.984375 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -246754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -246785.531250 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -246785.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -246802.156250 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -246802.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -246811.546875 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -246811.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -246819.968750 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -246820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -246829.687500 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -246829.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -246834.281250 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -246834.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -246836.015625 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -246836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -246838.375000 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -246838.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -246839.437500 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -246839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -246840.453125 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -246840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -246841.328125 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -246841.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -246842.250000 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -246842.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -246842.250000 Penalty: 3838.722168
	Iteration 16F: 3 clusters Score -246842.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Entering Unmasked Estep 
Score: -1251613.375000 Penalty: 2312.004150
	Iteration 0F: 2 clusters Score -1251613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1243185.750000 Penalty: 4624.008301
	Iteration 0F: 3 clusters Score -1243186 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1245703.875000 Penalty: 4624.008301
	Iteration 1F: 3 clusters Score -1245704 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1246079.500000 Penalty: 4624.008301
	Iteration 2F: 3 clusters Score -1246080 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1246429.500000 Penalty: 4624.008301
	Iteration 3F: 3 clusters Score -1246430 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1246757.500000 Penalty: 4624.008301
	Iteration 4F: 3 clusters Score -1246758 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1247049.625000 Penalty: 4624.008301
	Iteration 5Q: 3 clusters Score -1247050 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1247323.625000 Penalty: 4624.008301
	Iteration 6Q: 3 clusters Score -1247324 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1247549.125000 Penalty: 4624.008301
	Iteration 7Q: 3 clusters Score -1247549 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1247789.000000 Penalty: 4624.008301
	Iteration 8Q: 3 clusters Score -1247789 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1248046.000000 Penalty: 4624.008301
	Iteration 9Q: 3 clusters Score -1248046 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1248261.000000 Penalty: 4624.008301
	Iteration 10Q: 3 clusters Score -1248261 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1248443.500000 Penalty: 4624.008301
	Iteration 11Q: 3 clusters Score -1248444 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1248626.000000 Penalty: 4624.008301
	Iteration 12Q: 3 clusters Score -1248626 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1248802.125000 Penalty: 4624.008301
	Iteration 13Q: 3 clusters Score -1248802 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1248936.500000 Penalty: 4624.008301
	Iteration 14Q: 3 clusters Score -1248936 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1249060.000000 Penalty: 4624.008301
	Iteration 15Q: 3 clusters Score -1249060 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1249185.000000 Penalty: 4624.008301
	Iteration 16Q: 3 clusters Score -1249185 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1249275.250000 Penalty: 4624.008301
	Iteration 17Q: 3 clusters Score -1249275 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1249352.000000 Penalty: 4624.008301
	Iteration 18Q: 3 clusters Score -1249352 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1249430.750000 Penalty: 4624.008301
	Iteration 19Q: 3 clusters Score -1249431 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1249504.750000 Penalty: 4624.008301
	Iteration 20F: 3 clusters Score -1249505 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1249568.875000 Penalty: 4624.008301
	Iteration 21Q: 3 clusters Score -1249569 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1249619.250000 Penalty: 4624.008301
	Iteration 22Q: 3 clusters Score -1249619 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1249651.000000 Penalty: 4624.008301
	Iteration 23Q: 3 clusters Score -1249651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1249680.875000 Penalty: 4624.008301
	Iteration 24Q: 3 clusters Score -1249681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1249696.000000 Penalty: 4624.008301
	Iteration 25Q: 3 clusters Score -1249696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1249716.500000 Penalty: 4624.008301
	Iteration 26Q: 3 clusters Score -1249716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1249739.000000 Penalty: 4624.008301
	Iteration 27Q: 3 clusters Score -1249739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1249756.750000 Penalty: 4624.008301
	Iteration 28Q: 3 clusters Score -1249757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1249769.625000 Penalty: 4624.008301
	Iteration 29Q: 3 clusters Score -1249770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1249780.250000 Penalty: 4624.008301
	Iteration 30Q: 3 clusters Score -1249780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1249796.125000 Penalty: 4624.008301
	Iteration 31Q: 3 clusters Score -1249796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1249807.625000 Penalty: 4624.008301
	Iteration 32Q: 3 clusters Score -1249808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1249816.125000 Penalty: 4624.008301
	Iteration 33Q: 3 clusters Score -1249816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1249821.125000 Penalty: 4624.008301
	Iteration 34Q: 3 clusters Score -1249821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1249835.125000 Penalty: 4624.008301
	Iteration 35Q: 3 clusters Score -1249835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1249843.250000 Penalty: 4624.008301
	Iteration 36Q: 3 clusters Score -1249843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1249848.625000 Penalty: 4624.008301
	Iteration 37Q: 3 clusters Score -1249849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1249852.125000 Penalty: 4624.008301
	Iteration 38Q: 3 clusters Score -1249852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1249854.375000 Penalty: 4624.008301
	Iteration 39Q: 3 clusters Score -1249854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1249855.750000 Penalty: 4624.008301
	Iteration 40F: 3 clusters Score -1249856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1249854.625000 Penalty: 4624.008301
	Iteration 41Q: 3 clusters Score -1249855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1249854.000000 Penalty: 4624.008301
	Iteration 42Q: 3 clusters Score -1249854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1249856.500000 Penalty: 4624.008301
	Iteration 43Q: 3 clusters Score -1249856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1249858.750000 Penalty: 4624.008301
	Iteration 44Q: 3 clusters Score -1249859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1249858.750000 Penalty: 4624.008301
	Iteration 45F: 3 clusters Score -1249859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (321116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321116 members 
Entering Unmasked Estep 
Score: -35474424.000000 Penalty: 3144.530273
	Iteration 0F: 2 clusters Score -3.547442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160595 members 
Mstep: Class 2 contains 160521 members 
Entering Unmasked Estep 
Score: -35292552.000000 Penalty: 6289.060547
	Iteration 0F: 3 clusters Score -3.529255e+07 nChanged 155597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163768 members 
Mstep: Class 2 contains 157348 members 
Entering Unmasked Estep 
Score: -35384348.000000 Penalty: 6289.060547
	Iteration 1F: 3 clusters Score -3.538435e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 155412 members 
Entering Unmasked Estep 
Score: -35385608.000000 Penalty: 6289.060547
	Iteration 2Q: 3 clusters Score -3.538561e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168722 members 
Mstep: Class 2 contains 152394 members 
Entering Unmasked Estep 
Score: -35387036.000000 Penalty: 6289.060547
	Iteration 3Q: 3 clusters Score -3.538704e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173134 members 
Mstep: Class 2 contains 147982 members 
Entering Unmasked Estep 
Score: -35388524.000000 Penalty: 6289.060547
	Iteration 4Q: 3 clusters Score -3.538852e+07 nChanged 10581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179777 members 
Mstep: Class 2 contains 141339 members 
Entering Unmasked Estep 
Score: -35391068.000000 Penalty: 6289.060547
	Iteration 5Q: 3 clusters Score -3.539107e+07 nChanged 13073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189114 members 
Mstep: Class 2 contains 132002 members 
Entering Unmasked Estep 
Score: -35395100.000000 Penalty: 6289.060547
	Iteration 6Q: 3 clusters Score -3.53951e+07 nChanged 15963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201387 members 
Mstep: Class 2 contains 119729 members 
Entering Unmasked Estep 
Score: -35402308.000000 Penalty: 6289.060547
	Iteration 7Q: 3 clusters Score -3.540231e+07 nChanged 18584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215263 members 
Mstep: Class 2 contains 105853 members 
Entering Unmasked Estep 
Score: -35414388.000000 Penalty: 6289.060547
	Iteration 8F: 3 clusters Score -3.541439e+07 nChanged 19878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228287 members 
Mstep: Class 2 contains 92829 members 
Entering Unmasked Estep 
Score: -35429868.000000 Penalty: 6289.060547
	Iteration 9F: 3 clusters Score -3.542987e+07 nChanged 19215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236584 members 
Mstep: Class 2 contains 84532 members 
Entering Unmasked Estep 
Score: -35444352.000000 Penalty: 6289.060547
	Iteration 10F: 3 clusters Score -3.544435e+07 nChanged 14996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240454 members 
Mstep: Class 2 contains 80662 members 
Entering Unmasked Estep 
Score: -35451728.000000 Penalty: 6289.060547
	Iteration 11Q: 3 clusters Score -3.545173e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242865 members 
Mstep: Class 2 contains 78251 members 
Entering Unmasked Estep 
Score: -35454116.000000 Penalty: 6289.060547
	Iteration 12Q: 3 clusters Score -3.545412e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245064 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -35454832.000000 Penalty: 6289.060547
	Iteration 13Q: 3 clusters Score -3.545483e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247145 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -35455344.000000 Penalty: 6289.060547
	Iteration 14Q: 3 clusters Score -3.545534e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249260 members 
Mstep: Class 2 contains 71856 members 
Entering Unmasked Estep 
Score: -35455792.000000 Penalty: 6289.060547
	Iteration 15Q: 3 clusters Score -3.545579e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251345 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -35456180.000000 Penalty: 6289.060547
	Iteration 16Q: 3 clusters Score -3.545618e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253438 members 
Mstep: Class 2 contains 67678 members 
Entering Unmasked Estep 
Score: -35456692.000000 Penalty: 6289.060547
	Iteration 17Q: 3 clusters Score -3.545669e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255532 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -35457480.000000 Penalty: 6289.060547
	Iteration 18Q: 3 clusters Score -3.545748e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257583 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -35457984.000000 Penalty: 6289.060547
	Iteration 19Q: 3 clusters Score -3.545798e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259682 members 
Mstep: Class 2 contains 61434 members 
Entering Unmasked Estep 
Score: -35458508.000000 Penalty: 6289.060547
	Iteration 20F: 3 clusters Score -3.545851e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261740 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -35459116.000000 Penalty: 6289.060547
	Iteration 21Q: 3 clusters Score -3.545912e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263832 members 
Mstep: Class 2 contains 57284 members 
Entering Unmasked Estep 
Score: -35459920.000000 Penalty: 6289.060547
	Iteration 22Q: 3 clusters Score -3.545992e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266111 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -35460952.000000 Penalty: 6289.060547
	Iteration 23Q: 3 clusters Score -3.546095e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268499 members 
Mstep: Class 2 contains 52617 members 
Entering Unmasked Estep 
Score: -35461936.000000 Penalty: 6289.060547
	Iteration 24Q: 3 clusters Score -3.546194e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270988 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -35463020.000000 Penalty: 6289.060547
	Iteration 25Q: 3 clusters Score -3.546302e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273671 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -35464276.000000 Penalty: 6289.060547
	Iteration 26Q: 3 clusters Score -3.546428e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276415 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -35465812.000000 Penalty: 6289.060547
	Iteration 27Q: 3 clusters Score -3.546581e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279202 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -35467248.000000 Penalty: 6289.060547
	Iteration 28Q: 3 clusters Score -3.546725e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281998 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -35468596.000000 Penalty: 6289.060547
	Iteration 29Q: 3 clusters Score -3.54686e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284797 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -35470148.000000 Penalty: 6289.060547
	Iteration 30Q: 3 clusters Score -3.547015e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287594 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -35471692.000000 Penalty: 6289.060547
	Iteration 31Q: 3 clusters Score -3.547169e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290477 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -35472872.000000 Penalty: 6289.060547
	Iteration 32Q: 3 clusters Score -3.547287e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293347 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -35473444.000000 Penalty: 6289.060547
	Iteration 33Q: 3 clusters Score -3.547344e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296066 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -35474416.000000 Penalty: 6289.060547
	Iteration 34Q: 3 clusters Score -3.547442e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298804 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -35475664.000000 Penalty: 6289.060547
	Iteration 35Q: 3 clusters Score -3.547566e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301460 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -35476372.000000 Penalty: 6289.060547
	Iteration 36Q: 3 clusters Score -3.547637e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303950 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -35476844.000000 Penalty: 6289.060547
	Iteration 37Q: 3 clusters Score -3.547684e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306364 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -35477008.000000 Penalty: 6289.060547
	Iteration 38Q: 3 clusters Score -3.547701e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308679 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -35476952.000000 Penalty: 6289.060547
	Iteration 39Q: 3 clusters Score -3.547695e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310781 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -35476164.000000 Penalty: 6289.060547
	Iteration 40F: 3 clusters Score -3.547616e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312604 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -35475600.000000 Penalty: 6289.060547
	Iteration 41Q: 3 clusters Score -3.54756e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314085 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -35474884.000000 Penalty: 6289.060547
	Iteration 42Q: 3 clusters Score -3.547488e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315337 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -35474844.000000 Penalty: 6289.060547
	Iteration 43Q: 3 clusters Score -3.547484e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316416 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -35474472.000000 Penalty: 6289.060547
	Iteration 44Q: 3 clusters Score -3.547447e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317265 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -35473844.000000 Penalty: 6289.060547
	Iteration 45Q: 3 clusters Score -3.547384e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317976 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -35473436.000000 Penalty: 6289.060547
	Iteration 46Q: 3 clusters Score -3.547344e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318508 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -35473180.000000 Penalty: 6289.060547
	Iteration 47Q: 3 clusters Score -3.547318e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318926 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -35472968.000000 Penalty: 6289.060547
	Iteration 48Q: 3 clusters Score -3.547297e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319253 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -35472836.000000 Penalty: 6289.060547
	Iteration 49Q: 3 clusters Score -3.547284e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319497 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -35472692.000000 Penalty: 6289.060547
	Iteration 50Q: 3 clusters Score -3.547269e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319702 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -35472496.000000 Penalty: 6289.060547
	Iteration 51Q: 3 clusters Score -3.54725e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319871 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -35472392.000000 Penalty: 6289.060547
	Iteration 52Q: 3 clusters Score -3.547239e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319985 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -35472360.000000 Penalty: 6289.060547
	Iteration 53Q: 3 clusters Score -3.547236e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320076 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -35472312.000000 Penalty: 6289.060547
	Iteration 54Q: 3 clusters Score -3.547231e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320141 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -35472316.000000 Penalty: 6289.060547
	Iteration 55Q: 3 clusters Score -3.547232e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320209 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -35472316.000000 Penalty: 6289.060547
	Iteration 56Q: 3 clusters Score -3.547232e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320246 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -35472280.000000 Penalty: 6289.060547
	Iteration 57Q: 3 clusters Score -3.547228e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320286 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -35472276.000000 Penalty: 6289.060547
	Iteration 58Q: 3 clusters Score -3.547228e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320309 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -35472252.000000 Penalty: 6289.060547
	Iteration 59Q: 3 clusters Score -3.547225e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320327 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -35472272.000000 Penalty: 6289.060547
	Iteration 60F: 3 clusters Score -3.547227e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320345 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -35472280.000000 Penalty: 6289.060547
	Iteration 61Q: 3 clusters Score -3.547228e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320360 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -35472308.000000 Penalty: 6289.060547
	Iteration 62Q: 3 clusters Score -3.547231e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320370 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -35472272.000000 Penalty: 6289.060547
	Iteration 63Q: 3 clusters Score -3.547227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320381 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -35472276.000000 Penalty: 6289.060547
	Iteration 64Q: 3 clusters Score -3.547228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320390 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -35472264.000000 Penalty: 6289.060547
	Iteration 65Q: 3 clusters Score -3.547226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320395 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -35472276.000000 Penalty: 6289.060547
	Iteration 66Q: 3 clusters Score -3.547228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320404 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -35472284.000000 Penalty: 6289.060547
	Iteration 67Q: 3 clusters Score -3.547228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320405 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -35472280.000000 Penalty: 6289.060547
	Iteration 68Q: 3 clusters Score -3.547228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320408 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -35472268.000000 Penalty: 6289.060547
	Iteration 69Q: 3 clusters Score -3.547227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320412 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -35472284.000000 Penalty: 6289.060547
	Iteration 70Q: 3 clusters Score -3.547228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320416 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -35472296.000000 Penalty: 6289.060547
	Iteration 71Q: 3 clusters Score -3.54723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320421 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -35472312.000000 Penalty: 6289.060547
	Iteration 72Q: 3 clusters Score -3.547231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320428 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -35472308.000000 Penalty: 6289.060547
	Iteration 73Q: 3 clusters Score -3.547231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320434 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -35472308.000000 Penalty: 6289.060547
	Iteration 74Q: 3 clusters Score -3.547231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320440 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -35472276.000000 Penalty: 6289.060547
	Iteration 75Q: 3 clusters Score -3.547228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320443 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -35472292.000000 Penalty: 6289.060547
	Iteration 76Q: 3 clusters Score -3.547229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320446 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -35472268.000000 Penalty: 6289.060547
	Iteration 77Q: 3 clusters Score -3.547227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320446 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -35472284.000000 Penalty: 6289.060547
	Iteration 78Q: 3 clusters Score -3.547228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320446 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -35472284.000000 Penalty: 6289.060547
	Iteration 79F: 3 clusters Score -3.547228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -24097.187500 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -24097.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22843.957031 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -22843.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22952.650391 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -22952.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23003.871094 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -23003.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23023.822266 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -23023.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23027.939453 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -23027.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -23027.939453 Penalty: 2805.372070
	Iteration 5F: 3 clusters Score -23027.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Entering Unmasked Estep 
Score: -3034118.750000 Penalty: 2530.784668
	Iteration 0F: 2 clusters Score -3034119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -3015650.750000 Penalty: 5061.569336
	Iteration 0F: 3 clusters Score -3015651 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -3022278.500000 Penalty: 5061.569336
	Iteration 1F: 3 clusters Score -3022278 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -3022926.250000 Penalty: 5061.569336
	Iteration 2F: 3 clusters Score -3022926 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -3023552.250000 Penalty: 5061.569336
	Iteration 3F: 3 clusters Score -3023552 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -3024236.000000 Penalty: 5061.569336
	Iteration 4F: 3 clusters Score -3024236 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -3025028.500000 Penalty: 5061.569336
	Iteration 5F: 3 clusters Score -3025028 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -3025941.750000 Penalty: 5061.569336
	Iteration 6F: 3 clusters Score -3025942 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3026916.000000 Penalty: 5061.569336
	Iteration 7F: 3 clusters Score -3026916 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -3027840.000000 Penalty: 5061.569336
	Iteration 8F: 3 clusters Score -3027840 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -3028619.250000 Penalty: 5061.569336
	Iteration 9Q: 3 clusters Score -3028619 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -3029301.000000 Penalty: 5061.569336
	Iteration 10Q: 3 clusters Score -3029301 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3029827.750000 Penalty: 5061.569336
	Iteration 11Q: 3 clusters Score -3029828 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3030209.000000 Penalty: 5061.569336
	Iteration 12Q: 3 clusters Score -3030209 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3030558.500000 Penalty: 5061.569336
	Iteration 13Q: 3 clusters Score -3030558 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3030875.250000 Penalty: 5061.569336
	Iteration 14Q: 3 clusters Score -3030875 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3031102.500000 Penalty: 5061.569336
	Iteration 15Q: 3 clusters Score -3031102 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3031263.250000 Penalty: 5061.569336
	Iteration 16Q: 3 clusters Score -3031263 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3031434.500000 Penalty: 5061.569336
	Iteration 17Q: 3 clusters Score -3031434 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3031553.250000 Penalty: 5061.569336
	Iteration 18Q: 3 clusters Score -3031553 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3031661.000000 Penalty: 5061.569336
	Iteration 19Q: 3 clusters Score -3031661 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3031740.250000 Penalty: 5061.569336
	Iteration 20F: 3 clusters Score -3031740 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3031810.000000 Penalty: 5061.569336
	Iteration 21Q: 3 clusters Score -3031810 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3031862.000000 Penalty: 5061.569336
	Iteration 22Q: 3 clusters Score -3031862 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3031912.500000 Penalty: 5061.569336
	Iteration 23Q: 3 clusters Score -3031912 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3031951.750000 Penalty: 5061.569336
	Iteration 24Q: 3 clusters Score -3031952 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -3031988.000000 Penalty: 5061.569336
	Iteration 25Q: 3 clusters Score -3031988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3032008.500000 Penalty: 5061.569336
	Iteration 26Q: 3 clusters Score -3032008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3032042.500000 Penalty: 5061.569336
	Iteration 27Q: 3 clusters Score -3032042 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3032066.000000 Penalty: 5061.569336
	Iteration 28Q: 3 clusters Score -3032066 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3032086.500000 Penalty: 5061.569336
	Iteration 29Q: 3 clusters Score -3032086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3032101.000000 Penalty: 5061.569336
	Iteration 30Q: 3 clusters Score -3032101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3032116.500000 Penalty: 5061.569336
	Iteration 31Q: 3 clusters Score -3032116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3032119.500000 Penalty: 5061.569336
	Iteration 32Q: 3 clusters Score -3032120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3032146.500000 Penalty: 5061.569336
	Iteration 33Q: 3 clusters Score -3032146 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3032155.250000 Penalty: 5061.569336
	Iteration 34Q: 3 clusters Score -3032155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -3032159.250000 Penalty: 5061.569336
	Iteration 35Q: 3 clusters Score -3032159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3032182.500000 Penalty: 5061.569336
	Iteration 36Q: 3 clusters Score -3032182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3032189.500000 Penalty: 5061.569336
	Iteration 37Q: 3 clusters Score -3032190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3032195.500000 Penalty: 5061.569336
	Iteration 38Q: 3 clusters Score -3032196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3032205.750000 Penalty: 5061.569336
	Iteration 39Q: 3 clusters Score -3032206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3032198.000000 Penalty: 5061.569336
	Iteration 40F: 3 clusters Score -3032198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3032204.250000 Penalty: 5061.569336
	Iteration 41Q: 3 clusters Score -3032204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -3032206.500000 Penalty: 5061.569336
	Iteration 42Q: 3 clusters Score -3032206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3032206.500000 Penalty: 5061.569336
	Iteration 43Q: 3 clusters Score -3032206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3032207.500000 Penalty: 5061.569336
	Iteration 44Q: 3 clusters Score -3032208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3032213.000000 Penalty: 5061.569336
	Iteration 45Q: 3 clusters Score -3032213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3032216.500000 Penalty: 5061.569336
	Iteration 46Q: 3 clusters Score -3032216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3032217.250000 Penalty: 5061.569336
	Iteration 47Q: 3 clusters Score -3032217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3032223.750000 Penalty: 5061.569336
	Iteration 48Q: 3 clusters Score -3032224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3032230.500000 Penalty: 5061.569336
	Iteration 49Q: 3 clusters Score -3032230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3032242.250000 Penalty: 5061.569336
	Iteration 50Q: 3 clusters Score -3032242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3032255.750000 Penalty: 5061.569336
	Iteration 51Q: 3 clusters Score -3032256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3032253.000000 Penalty: 5061.569336
	Iteration 52Q: 3 clusters Score -3032253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3032256.750000 Penalty: 5061.569336
	Iteration 53Q: 3 clusters Score -3032257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3032264.750000 Penalty: 5061.569336
	Iteration 54Q: 3 clusters Score -3032265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -3032267.000000 Penalty: 5061.569336
	Iteration 55Q: 3 clusters Score -3032267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3032281.750000 Penalty: 5061.569336
	Iteration 56Q: 3 clusters Score -3032282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3032284.000000 Penalty: 5061.569336
	Iteration 57Q: 3 clusters Score -3032284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3032287.500000 Penalty: 5061.569336
	Iteration 58Q: 3 clusters Score -3032288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3032291.000000 Penalty: 5061.569336
	Iteration 59Q: 3 clusters Score -3032291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3032293.500000 Penalty: 5061.569336
	Iteration 60F: 3 clusters Score -3032294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3032291.750000 Penalty: 5061.569336
	Iteration 61Q: 3 clusters Score -3032292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3032293.250000 Penalty: 5061.569336
	Iteration 62Q: 3 clusters Score -3032293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3032300.750000 Penalty: 5061.569336
	Iteration 63Q: 3 clusters Score -3032301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3032304.500000 Penalty: 5061.569336
	Iteration 64Q: 3 clusters Score -3032304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3032308.000000 Penalty: 5061.569336
	Iteration 65Q: 3 clusters Score -3032308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3032309.250000 Penalty: 5061.569336
	Iteration 66Q: 3 clusters Score -3032309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3032311.250000 Penalty: 5061.569336
	Iteration 67Q: 3 clusters Score -3032311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3032308.000000 Penalty: 5061.569336
	Iteration 68Q: 3 clusters Score -3032308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3032308.000000 Penalty: 5061.569336
	Iteration 69F: 3 clusters Score -3032308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -287823.718750 Penalty: 1948.175049
	Iteration 0F: 2 clusters Score -287823.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -284825.125000 Penalty: 3896.350098
	Iteration 0F: 3 clusters Score -284825.1 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -285405.343750 Penalty: 3896.350098
	Iteration 1F: 3 clusters Score -285405.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -285586.125000 Penalty: 3896.350098
	Iteration 2F: 3 clusters Score -285586.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -285672.468750 Penalty: 3896.350098
	Iteration 3Q: 3 clusters Score -285672.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -285718.218750 Penalty: 3896.350098
	Iteration 4Q: 3 clusters Score -285718.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -285742.406250 Penalty: 3896.350098
	Iteration 5Q: 3 clusters Score -285742.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -285756.656250 Penalty: 3896.350098
	Iteration 6Q: 3 clusters Score -285756.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -285767.968750 Penalty: 3896.350098
	Iteration 7Q: 3 clusters Score -285768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -285777.062500 Penalty: 3896.350098
	Iteration 8Q: 3 clusters Score -285777.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -285787.968750 Penalty: 3896.350098
	Iteration 9Q: 3 clusters Score -285788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -285796.687500 Penalty: 3896.350098
	Iteration 10Q: 3 clusters Score -285796.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -285805.375000 Penalty: 3896.350098
	Iteration 11Q: 3 clusters Score -285805.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -285809.250000 Penalty: 3896.350098
	Iteration 12Q: 3 clusters Score -285809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -285813.125000 Penalty: 3896.350098
	Iteration 13Q: 3 clusters Score -285813.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -285816.656250 Penalty: 3896.350098
	Iteration 14Q: 3 clusters Score -285816.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -285821.437500 Penalty: 3896.350098
	Iteration 15Q: 3 clusters Score -285821.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -285827.281250 Penalty: 3896.350098
	Iteration 16Q: 3 clusters Score -285827.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -285834.781250 Penalty: 3896.350098
	Iteration 17Q: 3 clusters Score -285834.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -285838.343750 Penalty: 3896.350098
	Iteration 18Q: 3 clusters Score -285838.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -285842.750000 Penalty: 3896.350098
	Iteration 19Q: 3 clusters Score -285842.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -285846.218750 Penalty: 3896.350098
	Iteration 20F: 3 clusters Score -285846.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -285849.093750 Penalty: 3896.350098
	Iteration 21Q: 3 clusters Score -285849.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -285852.031250 Penalty: 3896.350098
	Iteration 22Q: 3 clusters Score -285852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -285853.500000 Penalty: 3896.350098
	Iteration 23Q: 3 clusters Score -285853.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -285853.500000 Penalty: 3896.350098
	Iteration 24F: 3 clusters Score -285853.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Entering Unmasked Estep 
Score: -5596144.000000 Penalty: 2683.463867
	Iteration 0F: 2 clusters Score -5596144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -5562187.000000 Penalty: 5366.927734
	Iteration 0F: 3 clusters Score -5562187 nChanged 23394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -5574967.500000 Penalty: 5366.927734
	Iteration 1F: 3 clusters Score -5574968 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -5575419.000000 Penalty: 5366.927734
	Iteration 2Q: 3 clusters Score -5575419 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -5575843.500000 Penalty: 5366.927734
	Iteration 3Q: 3 clusters Score -5575844 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -5576295.500000 Penalty: 5366.927734
	Iteration 4Q: 3 clusters Score -5576296 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -5576807.000000 Penalty: 5366.927734
	Iteration 5Q: 3 clusters Score -5576807 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -5577463.500000 Penalty: 5366.927734
	Iteration 6Q: 3 clusters Score -5577464 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -5578404.500000 Penalty: 5366.927734
	Iteration 7Q: 3 clusters Score -5578404 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -5579735.000000 Penalty: 5366.927734
	Iteration 8F: 3 clusters Score -5579735 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -5581660.000000 Penalty: 5366.927734
	Iteration 9F: 3 clusters Score -5581660 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -5584449.500000 Penalty: 5366.927734
	Iteration 10F: 3 clusters Score -5584450 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -5587700.000000 Penalty: 5366.927734
	Iteration 11F: 3 clusters Score -5587700 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -5590398.500000 Penalty: 5366.927734
	Iteration 12F: 3 clusters Score -5590398 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -5592178.000000 Penalty: 5366.927734
	Iteration 13Q: 3 clusters Score -5592178 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5592981.000000 Penalty: 5366.927734
	Iteration 14Q: 3 clusters Score -5592981 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -5593367.500000 Penalty: 5366.927734
	Iteration 15Q: 3 clusters Score -5593368 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5593546.000000 Penalty: 5366.927734
	Iteration 16Q: 3 clusters Score -5593546 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5593649.500000 Penalty: 5366.927734
	Iteration 17Q: 3 clusters Score -5593650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5593696.000000 Penalty: 5366.927734
	Iteration 18Q: 3 clusters Score -5593696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5593752.500000 Penalty: 5366.927734
	Iteration 19Q: 3 clusters Score -5593752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5593759.000000 Penalty: 5366.927734
	Iteration 20F: 3 clusters Score -5593759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5593773.500000 Penalty: 5366.927734
	Iteration 21Q: 3 clusters Score -5593774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5593777.500000 Penalty: 5366.927734
	Iteration 22Q: 3 clusters Score -5593778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5593777.500000 Penalty: 5366.927734
	Iteration 23Q: 3 clusters Score -5593778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5593777.000000 Penalty: 5366.927734
	Iteration 24Q: 3 clusters Score -5593777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5593777.000000 Penalty: 5366.927734
	Iteration 25F: 3 clusters Score -5593777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Entering Unmasked Estep 
Score: -746778.562500 Penalty: 2188.301270
	Iteration 0F: 2 clusters Score -746778.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -741115.812500 Penalty: 4376.602539
	Iteration 0F: 3 clusters Score -741115.8 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -742658.187500 Penalty: 4376.602539
	Iteration 1F: 3 clusters Score -742658.2 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -742942.437500 Penalty: 4376.602539
	Iteration 2F: 3 clusters Score -742942.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -743140.062500 Penalty: 4376.602539
	Iteration 3F: 3 clusters Score -743140.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -743293.375000 Penalty: 4376.602539
	Iteration 4Q: 3 clusters Score -743293.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -743413.312500 Penalty: 4376.602539
	Iteration 5Q: 3 clusters Score -743413.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -743544.375000 Penalty: 4376.602539
	Iteration 6Q: 3 clusters Score -743544.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -743664.187500 Penalty: 4376.602539
	Iteration 7Q: 3 clusters Score -743664.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -743764.625000 Penalty: 4376.602539
	Iteration 8Q: 3 clusters Score -743764.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -743866.125000 Penalty: 4376.602539
	Iteration 9Q: 3 clusters Score -743866.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -743962.625000 Penalty: 4376.602539
	Iteration 10Q: 3 clusters Score -743962.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -744047.187500 Penalty: 4376.602539
	Iteration 11Q: 3 clusters Score -744047.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -744124.875000 Penalty: 4376.602539
	Iteration 12Q: 3 clusters Score -744124.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -744182.750000 Penalty: 4376.602539
	Iteration 13Q: 3 clusters Score -744182.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -744232.437500 Penalty: 4376.602539
	Iteration 14Q: 3 clusters Score -744232.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -744270.875000 Penalty: 4376.602539
	Iteration 15Q: 3 clusters Score -744270.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -744304.187500 Penalty: 4376.602539
	Iteration 16Q: 3 clusters Score -744304.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -744324.312500 Penalty: 4376.602539
	Iteration 17Q: 3 clusters Score -744324.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -744350.625000 Penalty: 4376.602539
	Iteration 18Q: 3 clusters Score -744350.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -744368.750000 Penalty: 4376.602539
	Iteration 19Q: 3 clusters Score -744368.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -744384.750000 Penalty: 4376.602539
	Iteration 20F: 3 clusters Score -744384.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -744396.625000 Penalty: 4376.602539
	Iteration 21Q: 3 clusters Score -744396.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -744407.875000 Penalty: 4376.602539
	Iteration 22Q: 3 clusters Score -744407.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -744417.812500 Penalty: 4376.602539
	Iteration 23Q: 3 clusters Score -744417.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -744429.937500 Penalty: 4376.602539
	Iteration 24Q: 3 clusters Score -744429.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -744443.937500 Penalty: 4376.602539
	Iteration 25Q: 3 clusters Score -744443.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -744453.375000 Penalty: 4376.602539
	Iteration 26Q: 3 clusters Score -744453.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -744466.312500 Penalty: 4376.602539
	Iteration 27Q: 3 clusters Score -744466.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -744475.250000 Penalty: 4376.602539
	Iteration 28Q: 3 clusters Score -744475.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -744482.500000 Penalty: 4376.602539
	Iteration 29Q: 3 clusters Score -744482.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -744492.125000 Penalty: 4376.602539
	Iteration 30Q: 3 clusters Score -744492.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -744502.625000 Penalty: 4376.602539
	Iteration 31Q: 3 clusters Score -744502.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -744509.875000 Penalty: 4376.602539
	Iteration 32Q: 3 clusters Score -744509.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -744515.625000 Penalty: 4376.602539
	Iteration 33Q: 3 clusters Score -744515.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -744523.750000 Penalty: 4376.602539
	Iteration 34Q: 3 clusters Score -744523.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -744526.812500 Penalty: 4376.602539
	Iteration 35Q: 3 clusters Score -744526.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -744530.437500 Penalty: 4376.602539
	Iteration 36Q: 3 clusters Score -744530.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -744536.562500 Penalty: 4376.602539
	Iteration 37Q: 3 clusters Score -744536.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -744544.687500 Penalty: 4376.602539
	Iteration 38Q: 3 clusters Score -744544.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -744550.375000 Penalty: 4376.602539
	Iteration 39Q: 3 clusters Score -744550.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -744559.500000 Penalty: 4376.602539
	Iteration 40F: 3 clusters Score -744559.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -744565.187500 Penalty: 4376.602539
	Iteration 41Q: 3 clusters Score -744565.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -744573.875000 Penalty: 4376.602539
	Iteration 42Q: 3 clusters Score -744573.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -744582.312500 Penalty: 4376.602539
	Iteration 43Q: 3 clusters Score -744582.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -744586.062500 Penalty: 4376.602539
	Iteration 44Q: 3 clusters Score -744586.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -744593.375000 Penalty: 4376.602539
	Iteration 45Q: 3 clusters Score -744593.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -744599.250000 Penalty: 4376.602539
	Iteration 46Q: 3 clusters Score -744599.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -744601.750000 Penalty: 4376.602539
	Iteration 47Q: 3 clusters Score -744601.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -744605.875000 Penalty: 4376.602539
	Iteration 48Q: 3 clusters Score -744605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -744605.812500 Penalty: 4376.602539
	Iteration 49Q: 3 clusters Score -744605.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -744608.562500 Penalty: 4376.602539
	Iteration 50Q: 3 clusters Score -744608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -744609.750000 Penalty: 4376.602539
	Iteration 51Q: 3 clusters Score -744609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -744609.750000 Penalty: 4376.602539
	Iteration 52F: 3 clusters Score -744609.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (81905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Entering Unmasked Estep 
Score: -9271791.000000 Penalty: 2805.702148
	Iteration 0F: 2 clusters Score -9271791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -9217101.000000 Penalty: 5611.404297
	Iteration 0F: 3 clusters Score -9217101 nChanged 38484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -9238648.000000 Penalty: 5611.404297
	Iteration 1F: 3 clusters Score -9238648 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -9239494.000000 Penalty: 5611.404297
	Iteration 2Q: 3 clusters Score -9239494 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -9240668.000000 Penalty: 5611.404297
	Iteration 3Q: 3 clusters Score -9240668 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -9242109.000000 Penalty: 5611.404297
	Iteration 4Q: 3 clusters Score -9242109 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -9244148.000000 Penalty: 5611.404297
	Iteration 5F: 3 clusters Score -9244148 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -9246809.000000 Penalty: 5611.404297
	Iteration 6F: 3 clusters Score -9246809 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -9250381.000000 Penalty: 5611.404297
	Iteration 7F: 3 clusters Score -9250381 nChanged 5613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -9254652.000000 Penalty: 5611.404297
	Iteration 8F: 3 clusters Score -9254652 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -9258637.000000 Penalty: 5611.404297
	Iteration 9F: 3 clusters Score -9258637 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -9262045.000000 Penalty: 5611.404297
	Iteration 10F: 3 clusters Score -9262045 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63559 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -9264544.000000 Penalty: 5611.404297
	Iteration 11Q: 3 clusters Score -9264544 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -9265672.000000 Penalty: 5611.404297
	Iteration 12Q: 3 clusters Score -9265672 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66276 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -9266329.000000 Penalty: 5611.404297
	Iteration 13Q: 3 clusters Score -9266329 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -9266805.000000 Penalty: 5611.404297
	Iteration 14Q: 3 clusters Score -9266805 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68511 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -9267208.000000 Penalty: 5611.404297
	Iteration 15Q: 3 clusters Score -9267208 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -9267569.000000 Penalty: 5611.404297
	Iteration 16Q: 3 clusters Score -9267569 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70360 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -9267851.000000 Penalty: 5611.404297
	Iteration 17Q: 3 clusters Score -9267851 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71175 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -9268127.000000 Penalty: 5611.404297
	Iteration 18Q: 3 clusters Score -9268127 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71956 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -9268392.000000 Penalty: 5611.404297
	Iteration 19Q: 3 clusters Score -9268392 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -9268668.000000 Penalty: 5611.404297
	Iteration 20F: 3 clusters Score -9268668 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -9268914.000000 Penalty: 5611.404297
	Iteration 21Q: 3 clusters Score -9268914 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -9269099.000000 Penalty: 5611.404297
	Iteration 22Q: 3 clusters Score -9269099 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -9269309.000000 Penalty: 5611.404297
	Iteration 23Q: 3 clusters Score -9269309 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75053 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -9269498.000000 Penalty: 5611.404297
	Iteration 24Q: 3 clusters Score -9269498 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -9269625.000000 Penalty: 5611.404297
	Iteration 25Q: 3 clusters Score -9269625 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75916 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -9269760.000000 Penalty: 5611.404297
	Iteration 26Q: 3 clusters Score -9269760 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76321 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -9269923.000000 Penalty: 5611.404297
	Iteration 27Q: 3 clusters Score -9269923 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -9270021.000000 Penalty: 5611.404297
	Iteration 28Q: 3 clusters Score -9270021 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76957 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -9270070.000000 Penalty: 5611.404297
	Iteration 29Q: 3 clusters Score -9270070 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -9270104.000000 Penalty: 5611.404297
	Iteration 30Q: 3 clusters Score -9270104 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77422 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -9270167.000000 Penalty: 5611.404297
	Iteration 31Q: 3 clusters Score -9270167 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77627 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -9270228.000000 Penalty: 5611.404297
	Iteration 32Q: 3 clusters Score -9270228 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -9270274.000000 Penalty: 5611.404297
	Iteration 33Q: 3 clusters Score -9270274 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77944 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -9270331.000000 Penalty: 5611.404297
	Iteration 34Q: 3 clusters Score -9270331 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78084 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -9270374.000000 Penalty: 5611.404297
	Iteration 35Q: 3 clusters Score -9270374 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78199 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -9270413.000000 Penalty: 5611.404297
	Iteration 36Q: 3 clusters Score -9270413 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -9270436.000000 Penalty: 5611.404297
	Iteration 37Q: 3 clusters Score -9270436 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78415 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -9270465.000000 Penalty: 5611.404297
	Iteration 38Q: 3 clusters Score -9270465 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78519 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -9270462.000000 Penalty: 5611.404297
	Iteration 39Q: 3 clusters Score -9270462 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78610 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -9270475.000000 Penalty: 5611.404297
	Iteration 40F: 3 clusters Score -9270475 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -9270479.000000 Penalty: 5611.404297
	Iteration 41Q: 3 clusters Score -9270479 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78748 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -9270523.000000 Penalty: 5611.404297
	Iteration 42Q: 3 clusters Score -9270523 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78809 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -9270562.000000 Penalty: 5611.404297
	Iteration 43Q: 3 clusters Score -9270562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -9270568.000000 Penalty: 5611.404297
	Iteration 44Q: 3 clusters Score -9270568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78932 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -9270581.000000 Penalty: 5611.404297
	Iteration 45Q: 3 clusters Score -9270581 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78985 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -9270593.000000 Penalty: 5611.404297
	Iteration 46Q: 3 clusters Score -9270593 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79031 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -9270613.000000 Penalty: 5611.404297
	Iteration 47Q: 3 clusters Score -9270613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -9270598.000000 Penalty: 5611.404297
	Iteration 48Q: 3 clusters Score -9270598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79108 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -9270620.000000 Penalty: 5611.404297
	Iteration 49Q: 3 clusters Score -9270620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -9270630.000000 Penalty: 5611.404297
	Iteration 50Q: 3 clusters Score -9270630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -9270633.000000 Penalty: 5611.404297
	Iteration 51Q: 3 clusters Score -9270633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79209 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -9270631.000000 Penalty: 5611.404297
	Iteration 52Q: 3 clusters Score -9270631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79242 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -9270634.000000 Penalty: 5611.404297
	Iteration 53Q: 3 clusters Score -9270634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79272 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -9270652.000000 Penalty: 5611.404297
	Iteration 54Q: 3 clusters Score -9270652 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -9270644.000000 Penalty: 5611.404297
	Iteration 55Q: 3 clusters Score -9270644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79335 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -9270648.000000 Penalty: 5611.404297
	Iteration 56Q: 3 clusters Score -9270648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79361 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -9270648.000000 Penalty: 5611.404297
	Iteration 57Q: 3 clusters Score -9270648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79389 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -9270658.000000 Penalty: 5611.404297
	Iteration 58Q: 3 clusters Score -9270658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79413 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -9270670.000000 Penalty: 5611.404297
	Iteration 59Q: 3 clusters Score -9270670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79434 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -9270675.000000 Penalty: 5611.404297
	Iteration 60F: 3 clusters Score -9270675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79454 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -9270681.000000 Penalty: 5611.404297
	Iteration 61Q: 3 clusters Score -9270681 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79466 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -9270690.000000 Penalty: 5611.404297
	Iteration 62Q: 3 clusters Score -9270690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79486 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -9270694.000000 Penalty: 5611.404297
	Iteration 63Q: 3 clusters Score -9270694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79512 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -9270695.000000 Penalty: 5611.404297
	Iteration 64Q: 3 clusters Score -9270695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79531 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -9270699.000000 Penalty: 5611.404297
	Iteration 65Q: 3 clusters Score -9270699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79549 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -9270705.000000 Penalty: 5611.404297
	Iteration 66Q: 3 clusters Score -9270705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79565 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9270715.000000 Penalty: 5611.404297
	Iteration 67Q: 3 clusters Score -9270715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79577 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -9270707.000000 Penalty: 5611.404297
	Iteration 68Q: 3 clusters Score -9270707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -9270713.000000 Penalty: 5611.404297
	Iteration 69Q: 3 clusters Score -9270713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79589 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -9270702.000000 Penalty: 5611.404297
	Iteration 70Q: 3 clusters Score -9270702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79591 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -9270710.000000 Penalty: 5611.404297
	Iteration 71Q: 3 clusters Score -9270710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79592 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -9270703.000000 Penalty: 5611.404297
	Iteration 72Q: 3 clusters Score -9270703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -9270702.000000 Penalty: 5611.404297
	Iteration 73Q: 3 clusters Score -9270702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -9270703.000000 Penalty: 5611.404297
	Iteration 74Q: 3 clusters Score -9270703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -9270703.000000 Penalty: 5611.404297
	Iteration 75F: 3 clusters Score -9270703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -101621.203125 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -101621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -99655.632812 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -99655.63 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -100063.718750 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -100063.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100332.414062 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -100332.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -100486.398438 Penalty: 3455.615723
	Iteration 3F: 3 clusters Score -100486.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -100549.210938 Penalty: 3455.615723
	Iteration 4Q: 3 clusters Score -100549.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -100595.984375 Penalty: 3455.615723
	Iteration 5Q: 3 clusters Score -100596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -100647.070312 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -100647.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -100695.242188 Penalty: 3455.615723
	Iteration 7Q: 3 clusters Score -100695.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -100766.953125 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -100767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -100850.773438 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -100850.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100889.601562 Penalty: 3455.615723
	Iteration 10Q: 3 clusters Score -100889.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -100909.007812 Penalty: 3455.615723
	Iteration 11Q: 3 clusters Score -100909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -100927.570312 Penalty: 3455.615723
	Iteration 12Q: 3 clusters Score -100927.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -100949.296875 Penalty: 3455.615723
	Iteration 13Q: 3 clusters Score -100949.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100974.070312 Penalty: 3455.615723
	Iteration 14Q: 3 clusters Score -100974.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -101002.531250 Penalty: 3455.615723
	Iteration 15Q: 3 clusters Score -101002.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101025.429688 Penalty: 3455.615723
	Iteration 16Q: 3 clusters Score -101025.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -101066.523438 Penalty: 3455.615723
	Iteration 17Q: 3 clusters Score -101066.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101101.398438 Penalty: 3455.615723
	Iteration 18Q: 3 clusters Score -101101.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101205.234375 Penalty: 3455.615723
	Iteration 19Q: 3 clusters Score -101205.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101597.289062 Penalty: 3455.615723
	Iteration 20F: 3 clusters Score -101597.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101714.054688 Penalty: 3455.615723
	Iteration 21Q: 3 clusters Score -101714.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101793.929688 Penalty: 3455.615723
	Iteration 22Q: 3 clusters Score -101793.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101858.054688 Penalty: 3455.615723
	Iteration 23Q: 3 clusters Score -101858.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -102033.757812 Penalty: 3455.615723
	Iteration 24Q: 3 clusters Score -102033.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -102090.054688 Penalty: 3455.615723
	Iteration 25Q: 3 clusters Score -102090.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -102149.335938 Penalty: 3455.615723
	Iteration 26Q: 3 clusters Score -102149.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -102203.437500 Penalty: 3455.615723
	Iteration 27Q: 3 clusters Score -102203.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -102243.851562 Penalty: 3455.615723
	Iteration 28Q: 3 clusters Score -102243.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -102273.953125 Penalty: 3455.615723
	Iteration 29Q: 3 clusters Score -102274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -102293.242188 Penalty: 3455.615723
	Iteration 30Q: 3 clusters Score -102293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -102305.359375 Penalty: 3455.615723
	Iteration 31Q: 3 clusters Score -102305.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -102322.570312 Penalty: 3455.615723
	Iteration 32Q: 3 clusters Score -102322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -102328.890625 Penalty: 3455.615723
	Iteration 33Q: 3 clusters Score -102328.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -102331.617188 Penalty: 3455.615723
	Iteration 34Q: 3 clusters Score -102331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -102341.093750 Penalty: 3455.615723
	Iteration 35Q: 3 clusters Score -102341.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -102352.984375 Penalty: 3455.615723
	Iteration 36Q: 3 clusters Score -102353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -102364.453125 Penalty: 3455.615723
	Iteration 37Q: 3 clusters Score -102364.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -102371.445312 Penalty: 3455.615723
	Iteration 38Q: 3 clusters Score -102371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -102378.257812 Penalty: 3455.615723
	Iteration 39Q: 3 clusters Score -102378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -102415.687500 Penalty: 3455.615723
	Iteration 40F: 3 clusters Score -102415.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -102506.328125 Penalty: 3455.615723
	Iteration 41Q: 3 clusters Score -102506.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -102596.281250 Penalty: 3455.615723
	Iteration 42Q: 3 clusters Score -102596.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -102700.062500 Penalty: 3455.615723
	Iteration 43Q: 3 clusters Score -102700.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -102900.468750 Penalty: 3455.615723
	Iteration 44Q: 3 clusters Score -102900.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -102954.609375 Penalty: 3455.615723
	Iteration 45Q: 3 clusters Score -102954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -102954.609375 Penalty: 3455.615723
	Iteration 46F: 3 clusters Score -102954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 169945 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38824 members 
Mstep: Class 8 contains 31767 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111023 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 321116 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27032 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 50032 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81905 members 
Mstep: Class 20 contains 323 members 
Mstep: Class 21 contains 3777 members 
Mstep: Class 22 contains 738 members 
Entering Unmasked Estep 
Score: -98008504.000000 Penalty: 74808.710938
Splitting cluster 20 changes total score from -98008856.000000 to -98008504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (3777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Entering Unmasked Estep 
Score: -400709.625000 Penalty: 2042.698120
	Iteration 0F: 2 clusters Score -400709.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -396945.187500 Penalty: 4085.396240
	Iteration 0F: 3 clusters Score -396945.2 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -397780.781250 Penalty: 4085.396240
	Iteration 1F: 3 clusters Score -397780.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -397938.750000 Penalty: 4085.396240
	Iteration 2F: 3 clusters Score -397938.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -398024.500000 Penalty: 4085.396240
	Iteration 3Q: 3 clusters Score -398024.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -398088.875000 Penalty: 4085.396240
	Iteration 4Q: 3 clusters Score -398088.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -398150.562500 Penalty: 4085.396240
	Iteration 5Q: 3 clusters Score -398150.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -398195.062500 Penalty: 4085.396240
	Iteration 6Q: 3 clusters Score -398195.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -398222.625000 Penalty: 4085.396240
	Iteration 7Q: 3 clusters Score -398222.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -398247.093750 Penalty: 4085.396240
	Iteration 8Q: 3 clusters Score -398247.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -398274.343750 Penalty: 4085.396240
	Iteration 9Q: 3 clusters Score -398274.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -398301.781250 Penalty: 4085.396240
	Iteration 10Q: 3 clusters Score -398301.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -398329.781250 Penalty: 4085.396240
	Iteration 11Q: 3 clusters Score -398329.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -398362.812500 Penalty: 4085.396240
	Iteration 12Q: 3 clusters Score -398362.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -398414.250000 Penalty: 4085.396240
	Iteration 13Q: 3 clusters Score -398414.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -398475.500000 Penalty: 4085.396240
	Iteration 14Q: 3 clusters Score -398475.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -398542.843750 Penalty: 4085.396240
	Iteration 15Q: 3 clusters Score -398542.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -398636.406250 Penalty: 4085.396240
	Iteration 16Q: 3 clusters Score -398636.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -398764.937500 Penalty: 4085.396240
	Iteration 17Q: 3 clusters Score -398764.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -398892.312500 Penalty: 4085.396240
	Iteration 18Q: 3 clusters Score -398892.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -399017.843750 Penalty: 4085.396240
	Iteration 19Q: 3 clusters Score -399017.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -399096.468750 Penalty: 4085.396240
	Iteration 20F: 3 clusters Score -399096.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -399176.062500 Penalty: 4085.396240
	Iteration 21Q: 3 clusters Score -399176.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -399238.843750 Penalty: 4085.396240
	Iteration 22Q: 3 clusters Score -399238.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -399283.031250 Penalty: 4085.396240
	Iteration 23Q: 3 clusters Score -399283 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -399312.656250 Penalty: 4085.396240
	Iteration 24Q: 3 clusters Score -399312.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -399339.968750 Penalty: 4085.396240
	Iteration 25Q: 3 clusters Score -399340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -399361.687500 Penalty: 4085.396240
	Iteration 26Q: 3 clusters Score -399361.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -399382.156250 Penalty: 4085.396240
	Iteration 27Q: 3 clusters Score -399382.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -399393.156250 Penalty: 4085.396240
	Iteration 28Q: 3 clusters Score -399393.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -399400.000000 Penalty: 4085.396240
	Iteration 29Q: 3 clusters Score -399400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -399409.218750 Penalty: 4085.396240
	Iteration 30Q: 3 clusters Score -399409.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -399414.843750 Penalty: 4085.396240
	Iteration 31Q: 3 clusters Score -399414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -399418.906250 Penalty: 4085.396240
	Iteration 32Q: 3 clusters Score -399418.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -399421.656250 Penalty: 4085.396240
	Iteration 33Q: 3 clusters Score -399421.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -399425.250000 Penalty: 4085.396240
	Iteration 34Q: 3 clusters Score -399425.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -399431.000000 Penalty: 4085.396240
	Iteration 35Q: 3 clusters Score -399431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -399435.187500 Penalty: 4085.396240
	Iteration 36Q: 3 clusters Score -399435.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -399438.093750 Penalty: 4085.396240
	Iteration 37Q: 3 clusters Score -399438.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -399443.218750 Penalty: 4085.396240
	Iteration 38Q: 3 clusters Score -399443.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -399444.781250 Penalty: 4085.396240
	Iteration 39Q: 3 clusters Score -399444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -399462.781250 Penalty: 4085.396240
	Iteration 40F: 3 clusters Score -399462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -399491.031250 Penalty: 4085.396240
	Iteration 41Q: 3 clusters Score -399491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -399495.062500 Penalty: 4085.396240
	Iteration 42Q: 3 clusters Score -399495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -399496.406250 Penalty: 4085.396240
	Iteration 43Q: 3 clusters Score -399496.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -399497.281250 Penalty: 4085.396240
	Iteration 44Q: 3 clusters Score -399497.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -399497.500000 Penalty: 4085.396240
	Iteration 45Q: 3 clusters Score -399497.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -399498.343750 Penalty: 4085.396240
	Iteration 46Q: 3 clusters Score -399498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -399500.812500 Penalty: 4085.396240
	Iteration 47Q: 3 clusters Score -399500.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -399502.281250 Penalty: 4085.396240
	Iteration 48Q: 3 clusters Score -399502.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -399503.187500 Penalty: 4085.396240
	Iteration 49Q: 3 clusters Score -399503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -399504.843750 Penalty: 4085.396240
	Iteration 50Q: 3 clusters Score -399504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -399506.500000 Penalty: 4085.396240
	Iteration 51Q: 3 clusters Score -399506.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -399508.937500 Penalty: 4085.396240
	Iteration 52Q: 3 clusters Score -399508.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -399513.250000 Penalty: 4085.396240
	Iteration 53Q: 3 clusters Score -399513.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -399515.406250 Penalty: 4085.396240
	Iteration 54Q: 3 clusters Score -399515.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -399518.875000 Penalty: 4085.396240
	Iteration 55Q: 3 clusters Score -399518.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -399521.750000 Penalty: 4085.396240
	Iteration 56Q: 3 clusters Score -399521.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -399526.187500 Penalty: 4085.396240
	Iteration 57Q: 3 clusters Score -399526.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -399529.593750 Penalty: 4085.396240
	Iteration 58Q: 3 clusters Score -399529.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -399533.312500 Penalty: 4085.396240
	Iteration 59Q: 3 clusters Score -399533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -399534.562500 Penalty: 4085.396240
	Iteration 60F: 3 clusters Score -399534.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 169945 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38824 members 
Mstep: Class 8 contains 31767 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111023 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 321116 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27032 members 
Mstep: Class 16 contains 2580 members 
Mstep: Class 17 contains 50032 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81905 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008816.000000 Penalty: 71408.312500
Iteration 159Q: 22 clusters Score -9.800882e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1556 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 169935 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38831 members 
Mstep: Class 8 contains 31769 members 
Mstep: Class 9 contains 2962 members 
Mstep: Class 10 contains 111026 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321100 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27032 members 
Mstep: Class 16 contains 2583 members 
Mstep: Class 17 contains 50033 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81906 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008752.000000 Penalty: 71408.312500
Iteration 160F: 22 clusters Score -9.800875e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 169930 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38848 members 
Mstep: Class 8 contains 31770 members 
Mstep: Class 9 contains 2963 members 
Mstep: Class 10 contains 111025 members 
Mstep: Class 11 contains 2297 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 321085 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27033 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 50035 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81905 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008816.000000 Penalty: 71408.312500
Iteration 161Q: 22 clusters Score -9.800882e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 169914 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38860 members 
Mstep: Class 8 contains 31769 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 111025 members 
Mstep: Class 11 contains 2298 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 321087 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27034 members 
Mstep: Class 16 contains 2558 members 
Mstep: Class 17 contains 50038 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81902 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008824.000000 Penalty: 71408.312500
Iteration 162Q: 22 clusters Score -9.800882e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 169891 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38872 members 
Mstep: Class 8 contains 31768 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 111025 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 321104 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27034 members 
Mstep: Class 16 contains 2538 members 
Mstep: Class 17 contains 50038 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81903 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008848.000000 Penalty: 71408.312500
Iteration 163Q: 22 clusters Score -9.800885e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 169860 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38889 members 
Mstep: Class 8 contains 31769 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 111026 members 
Mstep: Class 11 contains 2298 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321127 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27035 members 
Mstep: Class 16 contains 2508 members 
Mstep: Class 17 contains 50042 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81904 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008720.000000 Penalty: 71408.312500
Iteration 164Q: 22 clusters Score -9.800872e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26120 members 
Mstep: Class 5 contains 169836 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38919 members 
Mstep: Class 8 contains 31769 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 111027 members 
Mstep: Class 11 contains 2298 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321129 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27033 members 
Mstep: Class 16 contains 2489 members 
Mstep: Class 17 contains 50044 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81903 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008696.000000 Penalty: 71408.312500
Iteration 165Q: 22 clusters Score -9.80087e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 169811 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38950 members 
Mstep: Class 8 contains 31769 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 111030 members 
Mstep: Class 11 contains 2298 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321137 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27032 members 
Mstep: Class 16 contains 2467 members 
Mstep: Class 17 contains 50043 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81900 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008720.000000 Penalty: 71408.312500
Iteration 166Q: 22 clusters Score -9.800872e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26121 members 
Mstep: Class 5 contains 169788 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38961 members 
Mstep: Class 8 contains 31770 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 111030 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321149 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27033 members 
Mstep: Class 16 contains 2449 members 
Mstep: Class 17 contains 50045 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81899 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008784.000000 Penalty: 71408.312500
Iteration 167Q: 22 clusters Score -9.800878e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26123 members 
Mstep: Class 5 contains 169766 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 38985 members 
Mstep: Class 8 contains 31774 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 111028 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321156 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27031 members 
Mstep: Class 16 contains 2423 members 
Mstep: Class 17 contains 50045 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81903 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008824.000000 Penalty: 71408.312500
Iteration 168Q: 22 clusters Score -9.800882e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26124 members 
Mstep: Class 5 contains 169745 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39021 members 
Mstep: Class 8 contains 31779 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 111029 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321150 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27029 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 50044 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81904 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008920.000000 Penalty: 71408.312500
Iteration 169Q: 22 clusters Score -9.800892e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 169719 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39045 members 
Mstep: Class 8 contains 31780 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 111030 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321163 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27027 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 50043 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81904 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008824.000000 Penalty: 71408.312500
Iteration 170Q: 22 clusters Score -9.800882e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 169690 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39064 members 
Mstep: Class 8 contains 31785 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 111031 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321171 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27027 members 
Mstep: Class 16 contains 2377 members 
Mstep: Class 17 contains 50047 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81902 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008896.000000 Penalty: 71408.312500
Iteration 171Q: 22 clusters Score -9.80089e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 169667 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39083 members 
Mstep: Class 8 contains 31788 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 111029 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321185 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27026 members 
Mstep: Class 16 contains 2369 members 
Mstep: Class 17 contains 50048 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81898 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008920.000000 Penalty: 71408.312500
Iteration 172Q: 22 clusters Score -9.800892e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 169648 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39106 members 
Mstep: Class 8 contains 31788 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 111030 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321184 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27026 members 
Mstep: Class 16 contains 2360 members 
Mstep: Class 17 contains 50051 members 
Mstep: Class 18 contains 6794 members 
Mstep: Class 19 contains 81897 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008832.000000 Penalty: 71408.312500
Iteration 173Q: 22 clusters Score -9.800883e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 169616 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39127 members 
Mstep: Class 8 contains 31796 members 
Mstep: Class 9 contains 2964 members 
Mstep: Class 10 contains 111030 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321196 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27026 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 50049 members 
Mstep: Class 18 contains 6795 members 
Mstep: Class 19 contains 81893 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008944.000000 Penalty: 71408.312500
Iteration 174Q: 22 clusters Score -9.800894e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 169595 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39150 members 
Mstep: Class 8 contains 31803 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111026 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321207 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27025 members 
Mstep: Class 16 contains 2337 members 
Mstep: Class 17 contains 50043 members 
Mstep: Class 18 contains 6798 members 
Mstep: Class 19 contains 81887 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008840.000000 Penalty: 71408.312500
Iteration 175Q: 22 clusters Score -9.800884e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 169558 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39173 members 
Mstep: Class 8 contains 31805 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111028 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321226 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27025 members 
Mstep: Class 16 contains 2320 members 
Mstep: Class 17 contains 50043 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 81886 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008952.000000 Penalty: 71408.312500
Iteration 176Q: 22 clusters Score -9.800895e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 169536 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39196 members 
Mstep: Class 8 contains 31807 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111027 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321229 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27026 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 50045 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 81885 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008984.000000 Penalty: 71408.312500
Iteration 177Q: 22 clusters Score -9.800898e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 169516 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39220 members 
Mstep: Class 8 contains 31809 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111028 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321226 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27025 members 
Mstep: Class 16 contains 2307 members 
Mstep: Class 17 contains 50045 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 81883 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008976.000000 Penalty: 71408.312500
Iteration 178Q: 22 clusters Score -9.800898e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 169498 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39240 members 
Mstep: Class 8 contains 31808 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111032 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321230 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27024 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 17 contains 50047 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 81877 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008992.000000 Penalty: 71408.312500
Iteration 179Q: 22 clusters Score -9.800899e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 169485 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39264 members 
Mstep: Class 8 contains 31807 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111033 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321229 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27024 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 17 contains 50046 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 81875 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008984.000000 Penalty: 71408.312500
Iteration 180F: 22 clusters Score -9.800898e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 169468 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39277 members 
Mstep: Class 8 contains 31808 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111031 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321231 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27024 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 17 contains 50047 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 81874 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008928.000000 Penalty: 71408.312500
Iteration 181Q: 22 clusters Score -9.800893e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 169451 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39287 members 
Mstep: Class 8 contains 31811 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111029 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 321232 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27023 members 
Mstep: Class 16 contains 2274 members 
Mstep: Class 17 contains 50047 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 81873 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008904.000000 Penalty: 71408.312500
Iteration 182Q: 22 clusters Score -9.80089e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 169435 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39295 members 
Mstep: Class 8 contains 31813 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111029 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 321236 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27022 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 50047 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 81870 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008824.000000 Penalty: 71408.312500
Iteration 183Q: 22 clusters Score -9.800882e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26130 members 
Mstep: Class 5 contains 169414 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39289 members 
Mstep: Class 8 contains 31813 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111028 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 321246 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27023 members 
Mstep: Class 16 contains 2258 members 
Mstep: Class 17 contains 50048 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 81867 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 3988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008800.000000 Penalty: 71408.312500
Iteration 184Q: 22 clusters Score -9.80088e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 169390 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39283 members 
Mstep: Class 8 contains 31814 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111028 members 
Mstep: Class 11 contains 2303 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 321252 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27024 members 
Mstep: Class 16 contains 2265 members 
Mstep: Class 17 contains 50048 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 81865 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008880.000000 Penalty: 71408.312500
Iteration 185Q: 22 clusters Score -9.800888e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 169371 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39293 members 
Mstep: Class 8 contains 31817 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111023 members 
Mstep: Class 11 contains 2303 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 321253 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27023 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 50050 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 81864 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008960.000000 Penalty: 71408.312500
Iteration 186Q: 22 clusters Score -9.800896e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 169340 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39307 members 
Mstep: Class 8 contains 31820 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111023 members 
Mstep: Class 11 contains 2303 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321257 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27024 members 
Mstep: Class 16 contains 2270 members 
Mstep: Class 17 contains 50047 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 81862 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008920.000000 Penalty: 71408.312500
Iteration 187Q: 22 clusters Score -9.800892e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26131 members 
Mstep: Class 5 contains 169324 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39312 members 
Mstep: Class 8 contains 31821 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111021 members 
Mstep: Class 11 contains 2303 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321251 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27022 members 
Mstep: Class 16 contains 2271 members 
Mstep: Class 17 contains 50046 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 81866 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008888.000000 Penalty: 71408.312500
Iteration 188Q: 22 clusters Score -9.800889e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26130 members 
Mstep: Class 5 contains 169301 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39315 members 
Mstep: Class 8 contains 31825 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111019 members 
Mstep: Class 11 contains 2303 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 321255 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27022 members 
Mstep: Class 16 contains 2272 members 
Mstep: Class 17 contains 50048 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 81871 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008840.000000 Penalty: 71408.312500
Iteration 189Q: 22 clusters Score -9.800884e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26130 members 
Mstep: Class 5 contains 169282 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39322 members 
Mstep: Class 8 contains 31829 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111014 members 
Mstep: Class 11 contains 2303 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 321261 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27022 members 
Mstep: Class 16 contains 2271 members 
Mstep: Class 17 contains 50046 members 
Mstep: Class 18 contains 6800 members 
Mstep: Class 19 contains 81871 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008968.000000 Penalty: 71408.312500
Iteration 190Q: 22 clusters Score -9.800897e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 169265 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39323 members 
Mstep: Class 8 contains 31829 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111013 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 321265 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27021 members 
Mstep: Class 16 contains 2269 members 
Mstep: Class 17 contains 50049 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 81872 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008960.000000 Penalty: 71408.312500
Iteration 191Q: 22 clusters Score -9.800896e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 169251 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39333 members 
Mstep: Class 8 contains 31829 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111015 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 321255 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27021 members 
Mstep: Class 16 contains 2268 members 
Mstep: Class 17 contains 50049 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 81874 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008936.000000 Penalty: 71408.312500
Iteration 192Q: 22 clusters Score -9.800894e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 169241 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39332 members 
Mstep: Class 8 contains 31828 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111014 members 
Mstep: Class 11 contains 2308 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 321251 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27021 members 
Mstep: Class 16 contains 2271 members 
Mstep: Class 17 contains 50049 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 81874 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008928.000000 Penalty: 71408.312500
Iteration 193Q: 22 clusters Score -9.800893e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 169233 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39334 members 
Mstep: Class 8 contains 31827 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111015 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 321243 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27020 members 
Mstep: Class 16 contains 2267 members 
Mstep: Class 17 contains 50048 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 81876 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008920.000000 Penalty: 71408.312500
Iteration 194Q: 22 clusters Score -9.800892e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3372 members 
Mstep: Class 4 contains 26130 members 
Mstep: Class 5 contains 169217 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39340 members 
Mstep: Class 8 contains 31829 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111018 members 
Mstep: Class 11 contains 2314 members 
Mstep: Class 12 contains 11185 members 
Mstep: Class 13 contains 321240 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27018 members 
Mstep: Class 16 contains 2263 members 
Mstep: Class 17 contains 50046 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 81877 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008912.000000 Penalty: 71408.312500
Iteration 195Q: 22 clusters Score -9.800891e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26130 members 
Mstep: Class 5 contains 169213 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39348 members 
Mstep: Class 8 contains 31830 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111024 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321226 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27017 members 
Mstep: Class 16 contains 2260 members 
Mstep: Class 17 contains 50047 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 81875 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009008.000000 Penalty: 71408.312500
Iteration 196Q: 22 clusters Score -9.800901e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26130 members 
Mstep: Class 5 contains 169215 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39351 members 
Mstep: Class 8 contains 31828 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111028 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321210 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27014 members 
Mstep: Class 16 contains 2267 members 
Mstep: Class 17 contains 50047 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 81871 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008952.000000 Penalty: 71408.312500
Iteration 197Q: 22 clusters Score -9.800895e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26131 members 
Mstep: Class 5 contains 169206 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39349 members 
Mstep: Class 8 contains 31829 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111028 members 
Mstep: Class 11 contains 2316 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321196 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27014 members 
Mstep: Class 16 contains 2275 members 
Mstep: Class 17 contains 50047 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 81869 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009000.000000 Penalty: 71408.312500
Iteration 198Q: 22 clusters Score -9.8009e+07 nChanged 103
Entering ConstructFrom: 
Score: -98009000.000000 Penalty: 71408.312500
Entering ConstructFrom: 
Trying to split cluster 1 (4897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Entering Unmasked Estep 
Score: -462544.875000 Penalty: 2107.101807
	Iteration 0F: 2 clusters Score -462544.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -458063.375000 Penalty: 4214.203613
	Iteration 0F: 3 clusters Score -458063.4 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -459143.562500 Penalty: 4214.203613
	Iteration 1F: 3 clusters Score -459143.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -459407.000000 Penalty: 4214.203613
	Iteration 2F: 3 clusters Score -459407 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -459627.906250 Penalty: 4214.203613
	Iteration 3F: 3 clusters Score -459627.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -459825.687500 Penalty: 4214.203613
	Iteration 4Q: 3 clusters Score -459825.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -459984.437500 Penalty: 4214.203613
	Iteration 5Q: 3 clusters Score -459984.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -460166.906250 Penalty: 4214.203613
	Iteration 6Q: 3 clusters Score -460166.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -460400.343750 Penalty: 4214.203613
	Iteration 7Q: 3 clusters Score -460400.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -460643.937500 Penalty: 4214.203613
	Iteration 8Q: 3 clusters Score -460643.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -460819.562500 Penalty: 4214.203613
	Iteration 9Q: 3 clusters Score -460819.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -460930.250000 Penalty: 4214.203613
	Iteration 10Q: 3 clusters Score -460930.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -461009.593750 Penalty: 4214.203613
	Iteration 11Q: 3 clusters Score -461009.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -461061.625000 Penalty: 4214.203613
	Iteration 12Q: 3 clusters Score -461061.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -461102.031250 Penalty: 4214.203613
	Iteration 13Q: 3 clusters Score -461102 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -461137.937500 Penalty: 4214.203613
	Iteration 14Q: 3 clusters Score -461137.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -461167.968750 Penalty: 4214.203613
	Iteration 15Q: 3 clusters Score -461168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -461190.406250 Penalty: 4214.203613
	Iteration 16Q: 3 clusters Score -461190.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -461214.625000 Penalty: 4214.203613
	Iteration 17Q: 3 clusters Score -461214.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -461233.125000 Penalty: 4214.203613
	Iteration 18Q: 3 clusters Score -461233.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -461246.156250 Penalty: 4214.203613
	Iteration 19Q: 3 clusters Score -461246.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -461258.062500 Penalty: 4214.203613
	Iteration 20F: 3 clusters Score -461258.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -461268.500000 Penalty: 4214.203613
	Iteration 21Q: 3 clusters Score -461268.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -461282.437500 Penalty: 4214.203613
	Iteration 22Q: 3 clusters Score -461282.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -461302.468750 Penalty: 4214.203613
	Iteration 23Q: 3 clusters Score -461302.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -461327.468750 Penalty: 4214.203613
	Iteration 24Q: 3 clusters Score -461327.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -461354.156250 Penalty: 4214.203613
	Iteration 25Q: 3 clusters Score -461354.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -461379.500000 Penalty: 4214.203613
	Iteration 26Q: 3 clusters Score -461379.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -461410.156250 Penalty: 4214.203613
	Iteration 27Q: 3 clusters Score -461410.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -461444.093750 Penalty: 4214.203613
	Iteration 28Q: 3 clusters Score -461444.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -461477.281250 Penalty: 4214.203613
	Iteration 29Q: 3 clusters Score -461477.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -461504.937500 Penalty: 4214.203613
	Iteration 30Q: 3 clusters Score -461504.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -461526.687500 Penalty: 4214.203613
	Iteration 31Q: 3 clusters Score -461526.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -461543.406250 Penalty: 4214.203613
	Iteration 32Q: 3 clusters Score -461543.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -461559.562500 Penalty: 4214.203613
	Iteration 33Q: 3 clusters Score -461559.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -461574.437500 Penalty: 4214.203613
	Iteration 34Q: 3 clusters Score -461574.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -461587.562500 Penalty: 4214.203613
	Iteration 35Q: 3 clusters Score -461587.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -461599.406250 Penalty: 4214.203613
	Iteration 36Q: 3 clusters Score -461599.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -461609.718750 Penalty: 4214.203613
	Iteration 37Q: 3 clusters Score -461609.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -461618.000000 Penalty: 4214.203613
	Iteration 38Q: 3 clusters Score -461618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -461627.937500 Penalty: 4214.203613
	Iteration 39Q: 3 clusters Score -461627.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -461634.218750 Penalty: 4214.203613
	Iteration 40F: 3 clusters Score -461634.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -461639.656250 Penalty: 4214.203613
	Iteration 41Q: 3 clusters Score -461639.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -461645.062500 Penalty: 4214.203613
	Iteration 42Q: 3 clusters Score -461645.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -461652.093750 Penalty: 4214.203613
	Iteration 43Q: 3 clusters Score -461652.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -461657.718750 Penalty: 4214.203613
	Iteration 44Q: 3 clusters Score -461657.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -461661.718750 Penalty: 4214.203613
	Iteration 45Q: 3 clusters Score -461661.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -461664.937500 Penalty: 4214.203613
	Iteration 46Q: 3 clusters Score -461664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -461667.312500 Penalty: 4214.203613
	Iteration 47Q: 3 clusters Score -461667.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -461667.718750 Penalty: 4214.203613
	Iteration 48Q: 3 clusters Score -461667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -461669.125000 Penalty: 4214.203613
	Iteration 49Q: 3 clusters Score -461669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -461668.843750 Penalty: 4214.203613
	Iteration 50Q: 3 clusters Score -461668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -461668.968750 Penalty: 4214.203613
	Iteration 51Q: 3 clusters Score -461669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -461670.281250 Penalty: 4214.203613
	Iteration 52Q: 3 clusters Score -461670.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -461670.281250 Penalty: 4214.203613
	Iteration 53F: 3 clusters Score -461670.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -154501.359375 Penalty: 1823.246338
	Iteration 0F: 2 clusters Score -154501.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -152399.203125 Penalty: 3646.492676
	Iteration 0F: 3 clusters Score -152399.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -153293.390625 Penalty: 3646.492676
	Iteration 1F: 3 clusters Score -153293.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -154010.359375 Penalty: 3646.492676
	Iteration 2F: 3 clusters Score -154010.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -154384.437500 Penalty: 3646.492676
	Iteration 3F: 3 clusters Score -154384.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -154492.328125 Penalty: 3646.492676
	Iteration 4Q: 3 clusters Score -154492.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -154531.453125 Penalty: 3646.492676
	Iteration 5Q: 3 clusters Score -154531.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -154556.578125 Penalty: 3646.492676
	Iteration 6Q: 3 clusters Score -154556.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -154564.828125 Penalty: 3646.492676
	Iteration 7Q: 3 clusters Score -154564.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -154573.328125 Penalty: 3646.492676
	Iteration 8Q: 3 clusters Score -154573.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -154574.015625 Penalty: 3646.492676
	Iteration 9Q: 3 clusters Score -154574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -154574.015625 Penalty: 3646.492676
	Iteration 10F: 3 clusters Score -154574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 467 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26133 members 
Mstep: Class 5 contains 169201 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39342 members 
Mstep: Class 8 contains 31831 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111028 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321186 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27015 members 
Mstep: Class 16 contains 2272 members 
Mstep: Class 17 contains 50043 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 81868 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4167 members 
Mstep: Class 22 contains 1092 members 
Entering Unmasked Estep 
Score: -98007664.000000 Penalty: 74808.710938
Splitting cluster 2 changes total score from -98009000.000000 to -98007664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -342425.875000 Penalty: 2014.495239
	Iteration 0F: 2 clusters Score -342425.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -338970.625000 Penalty: 4028.990479
	Iteration 0F: 3 clusters Score -338970.6 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -339668.843750 Penalty: 4028.990479
	Iteration 1F: 3 clusters Score -339668.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -339822.500000 Penalty: 4028.990479
	Iteration 2F: 3 clusters Score -339822.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -339916.781250 Penalty: 4028.990479
	Iteration 3Q: 3 clusters Score -339916.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -339987.500000 Penalty: 4028.990479
	Iteration 4Q: 3 clusters Score -339987.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -340040.093750 Penalty: 4028.990479
	Iteration 5Q: 3 clusters Score -340040.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -340079.218750 Penalty: 4028.990479
	Iteration 6Q: 3 clusters Score -340079.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -340114.937500 Penalty: 4028.990479
	Iteration 7Q: 3 clusters Score -340114.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -340152.250000 Penalty: 4028.990479
	Iteration 8Q: 3 clusters Score -340152.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -340190.437500 Penalty: 4028.990479
	Iteration 9Q: 3 clusters Score -340190.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -340220.656250 Penalty: 4028.990479
	Iteration 10Q: 3 clusters Score -340220.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -340240.968750 Penalty: 4028.990479
	Iteration 11Q: 3 clusters Score -340241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -340256.843750 Penalty: 4028.990479
	Iteration 12Q: 3 clusters Score -340256.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -340274.562500 Penalty: 4028.990479
	Iteration 13Q: 3 clusters Score -340274.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -340290.500000 Penalty: 4028.990479
	Iteration 14Q: 3 clusters Score -340290.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -340310.843750 Penalty: 4028.990479
	Iteration 15Q: 3 clusters Score -340310.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -340331.125000 Penalty: 4028.990479
	Iteration 16Q: 3 clusters Score -340331.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -340344.968750 Penalty: 4028.990479
	Iteration 17Q: 3 clusters Score -340345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -340352.093750 Penalty: 4028.990479
	Iteration 18Q: 3 clusters Score -340352.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -340361.468750 Penalty: 4028.990479
	Iteration 19Q: 3 clusters Score -340361.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -340371.968750 Penalty: 4028.990479
	Iteration 20F: 3 clusters Score -340372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -340384.343750 Penalty: 4028.990479
	Iteration 21Q: 3 clusters Score -340384.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -340393.812500 Penalty: 4028.990479
	Iteration 22Q: 3 clusters Score -340393.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -340400.343750 Penalty: 4028.990479
	Iteration 23Q: 3 clusters Score -340400.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -340408.593750 Penalty: 4028.990479
	Iteration 24Q: 3 clusters Score -340408.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -340420.343750 Penalty: 4028.990479
	Iteration 25Q: 3 clusters Score -340420.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -340433.531250 Penalty: 4028.990479
	Iteration 26Q: 3 clusters Score -340433.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -340441.468750 Penalty: 4028.990479
	Iteration 27Q: 3 clusters Score -340441.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -340448.343750 Penalty: 4028.990479
	Iteration 28Q: 3 clusters Score -340448.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -340458.375000 Penalty: 4028.990479
	Iteration 29Q: 3 clusters Score -340458.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -340471.062500 Penalty: 4028.990479
	Iteration 30Q: 3 clusters Score -340471.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -340485.781250 Penalty: 4028.990479
	Iteration 31Q: 3 clusters Score -340485.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -340500.656250 Penalty: 4028.990479
	Iteration 32Q: 3 clusters Score -340500.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -340521.812500 Penalty: 4028.990479
	Iteration 33Q: 3 clusters Score -340521.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -340547.468750 Penalty: 4028.990479
	Iteration 34Q: 3 clusters Score -340547.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -340566.187500 Penalty: 4028.990479
	Iteration 35Q: 3 clusters Score -340566.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -340583.718750 Penalty: 4028.990479
	Iteration 36Q: 3 clusters Score -340583.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -340596.781250 Penalty: 4028.990479
	Iteration 37Q: 3 clusters Score -340596.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -340609.593750 Penalty: 4028.990479
	Iteration 38Q: 3 clusters Score -340609.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -340624.156250 Penalty: 4028.990479
	Iteration 39Q: 3 clusters Score -340624.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -340640.968750 Penalty: 4028.990479
	Iteration 40F: 3 clusters Score -340641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -340649.593750 Penalty: 4028.990479
	Iteration 41Q: 3 clusters Score -340649.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -340659.718750 Penalty: 4028.990479
	Iteration 42Q: 3 clusters Score -340659.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -340664.375000 Penalty: 4028.990479
	Iteration 43Q: 3 clusters Score -340664.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -340667.781250 Penalty: 4028.990479
	Iteration 44Q: 3 clusters Score -340667.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -340673.218750 Penalty: 4028.990479
	Iteration 45Q: 3 clusters Score -340673.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -340676.375000 Penalty: 4028.990479
	Iteration 46Q: 3 clusters Score -340676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -340677.812500 Penalty: 4028.990479
	Iteration 47Q: 3 clusters Score -340677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -340677.812500 Penalty: 4028.990479
	Iteration 48Q: 3 clusters Score -340677.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -340677.812500 Penalty: 4028.990479
	Iteration 49F: 3 clusters Score -340677.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Entering Unmasked Estep 
Score: -2729134.750000 Penalty: 2522.396484
	Iteration 0F: 2 clusters Score -2729135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2711255.000000 Penalty: 5044.792969
	Iteration 0F: 3 clusters Score -2711255 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2717443.500000 Penalty: 5044.792969
	Iteration 1F: 3 clusters Score -2717444 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2717836.000000 Penalty: 5044.792969
	Iteration 2Q: 3 clusters Score -2717836 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2718144.750000 Penalty: 5044.792969
	Iteration 3Q: 3 clusters Score -2718145 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2718380.500000 Penalty: 5044.792969
	Iteration 4Q: 3 clusters Score -2718380 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2718598.000000 Penalty: 5044.792969
	Iteration 5Q: 3 clusters Score -2718598 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2718780.750000 Penalty: 5044.792969
	Iteration 6Q: 3 clusters Score -2718781 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2718961.250000 Penalty: 5044.792969
	Iteration 7Q: 3 clusters Score -2718961 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2719130.500000 Penalty: 5044.792969
	Iteration 8Q: 3 clusters Score -2719130 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2719300.750000 Penalty: 5044.792969
	Iteration 9Q: 3 clusters Score -2719301 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2719511.500000 Penalty: 5044.792969
	Iteration 10Q: 3 clusters Score -2719512 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2719760.750000 Penalty: 5044.792969
	Iteration 11Q: 3 clusters Score -2719761 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2720121.000000 Penalty: 5044.792969
	Iteration 12Q: 3 clusters Score -2720121 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2720632.500000 Penalty: 5044.792969
	Iteration 13Q: 3 clusters Score -2720632 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2721285.250000 Penalty: 5044.792969
	Iteration 14Q: 3 clusters Score -2721285 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2722005.750000 Penalty: 5044.792969
	Iteration 15Q: 3 clusters Score -2722006 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2722861.750000 Penalty: 5044.792969
	Iteration 16Q: 3 clusters Score -2722862 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2723718.750000 Penalty: 5044.792969
	Iteration 17Q: 3 clusters Score -2723719 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2724428.000000 Penalty: 5044.792969
	Iteration 18Q: 3 clusters Score -2724428 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -2725019.500000 Penalty: 5044.792969
	Iteration 19Q: 3 clusters Score -2725020 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -2725517.000000 Penalty: 5044.792969
	Iteration 20F: 3 clusters Score -2725517 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -2725875.750000 Penalty: 5044.792969
	Iteration 21Q: 3 clusters Score -2725876 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -2726143.500000 Penalty: 5044.792969
	Iteration 22Q: 3 clusters Score -2726144 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -2726352.750000 Penalty: 5044.792969
	Iteration 23Q: 3 clusters Score -2726353 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -2726503.000000 Penalty: 5044.792969
	Iteration 24Q: 3 clusters Score -2726503 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -2726627.500000 Penalty: 5044.792969
	Iteration 25Q: 3 clusters Score -2726628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -2726726.750000 Penalty: 5044.792969
	Iteration 26Q: 3 clusters Score -2726727 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -2726780.250000 Penalty: 5044.792969
	Iteration 27Q: 3 clusters Score -2726780 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -2726819.750000 Penalty: 5044.792969
	Iteration 28Q: 3 clusters Score -2726820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -2726855.000000 Penalty: 5044.792969
	Iteration 29Q: 3 clusters Score -2726855 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -2726890.750000 Penalty: 5044.792969
	Iteration 30Q: 3 clusters Score -2726891 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -2726906.750000 Penalty: 5044.792969
	Iteration 31Q: 3 clusters Score -2726907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -2726914.750000 Penalty: 5044.792969
	Iteration 32Q: 3 clusters Score -2726915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -2726927.000000 Penalty: 5044.792969
	Iteration 33Q: 3 clusters Score -2726927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -2726936.750000 Penalty: 5044.792969
	Iteration 34Q: 3 clusters Score -2726937 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -2726951.000000 Penalty: 5044.792969
	Iteration 35Q: 3 clusters Score -2726951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -2726956.000000 Penalty: 5044.792969
	Iteration 36Q: 3 clusters Score -2726956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -2726968.750000 Penalty: 5044.792969
	Iteration 37Q: 3 clusters Score -2726969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -2726962.000000 Penalty: 5044.792969
	Iteration 38Q: 3 clusters Score -2726962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -2726969.750000 Penalty: 5044.792969
	Iteration 39Q: 3 clusters Score -2726970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -2726975.250000 Penalty: 5044.792969
	Iteration 40F: 3 clusters Score -2726975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -2726978.500000 Penalty: 5044.792969
	Iteration 41Q: 3 clusters Score -2726978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -2726983.250000 Penalty: 5044.792969
	Iteration 42Q: 3 clusters Score -2726983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -2726985.500000 Penalty: 5044.792969
	Iteration 43Q: 3 clusters Score -2726986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -2726989.750000 Penalty: 5044.792969
	Iteration 44Q: 3 clusters Score -2726990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -2726992.750000 Penalty: 5044.792969
	Iteration 45Q: 3 clusters Score -2726993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -2727000.500000 Penalty: 5044.792969
	Iteration 46Q: 3 clusters Score -2727000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -2727001.500000 Penalty: 5044.792969
	Iteration 47Q: 3 clusters Score -2727002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -2727005.750000 Penalty: 5044.792969
	Iteration 48Q: 3 clusters Score -2727006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -2727004.750000 Penalty: 5044.792969
	Iteration 49Q: 3 clusters Score -2727005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -2727004.750000 Penalty: 5044.792969
	Iteration 50Q: 3 clusters Score -2727005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -2727005.000000 Penalty: 5044.792969
	Iteration 51Q: 3 clusters Score -2727005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -2727011.000000 Penalty: 5044.792969
	Iteration 52Q: 3 clusters Score -2727011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -2727013.250000 Penalty: 5044.792969
	Iteration 53Q: 3 clusters Score -2727013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -2727014.250000 Penalty: 5044.792969
	Iteration 54Q: 3 clusters Score -2727014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -2727018.000000 Penalty: 5044.792969
	Iteration 55Q: 3 clusters Score -2727018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -2727015.750000 Penalty: 5044.792969
	Iteration 56Q: 3 clusters Score -2727016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -2727020.000000 Penalty: 5044.792969
	Iteration 57Q: 3 clusters Score -2727020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -2727020.500000 Penalty: 5044.792969
	Iteration 58Q: 3 clusters Score -2727020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -2727026.000000 Penalty: 5044.792969
	Iteration 59Q: 3 clusters Score -2727026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -2727028.000000 Penalty: 5044.792969
	Iteration 60F: 3 clusters Score -2727028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -2727035.250000 Penalty: 5044.792969
	Iteration 61Q: 3 clusters Score -2727035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -2727041.750000 Penalty: 5044.792969
	Iteration 62Q: 3 clusters Score -2727042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -2727048.000000 Penalty: 5044.792969
	Iteration 63Q: 3 clusters Score -2727048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -2727047.250000 Penalty: 5044.792969
	Iteration 64Q: 3 clusters Score -2727047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -2727054.250000 Penalty: 5044.792969
	Iteration 65Q: 3 clusters Score -2727054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -2727053.500000 Penalty: 5044.792969
	Iteration 66Q: 3 clusters Score -2727054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -2727056.500000 Penalty: 5044.792969
	Iteration 67Q: 3 clusters Score -2727056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -2727057.000000 Penalty: 5044.792969
	Iteration 68Q: 3 clusters Score -2727057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -2727062.000000 Penalty: 5044.792969
	Iteration 69Q: 3 clusters Score -2727062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -2727064.250000 Penalty: 5044.792969
	Iteration 70Q: 3 clusters Score -2727064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -2727071.000000 Penalty: 5044.792969
	Iteration 71Q: 3 clusters Score -2727071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -2727079.000000 Penalty: 5044.792969
	Iteration 72Q: 3 clusters Score -2727079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -2727085.250000 Penalty: 5044.792969
	Iteration 73Q: 3 clusters Score -2727085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -2727087.750000 Penalty: 5044.792969
	Iteration 74Q: 3 clusters Score -2727088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -2727100.000000 Penalty: 5044.792969
	Iteration 75Q: 3 clusters Score -2727100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -2727105.500000 Penalty: 5044.792969
	Iteration 76Q: 3 clusters Score -2727106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -2727109.000000 Penalty: 5044.792969
	Iteration 77Q: 3 clusters Score -2727109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -2727109.500000 Penalty: 5044.792969
	Iteration 78Q: 3 clusters Score -2727110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -2727112.250000 Penalty: 5044.792969
	Iteration 79Q: 3 clusters Score -2727112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -2727113.000000 Penalty: 5044.792969
	Iteration 80F: 3 clusters Score -2727113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (169201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169201 members 
Entering Unmasked Estep 
Score: -18857884.000000 Penalty: 2985.632812
	Iteration 0F: 2 clusters Score -1.885788e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84611 members 
Mstep: Class 2 contains 84590 members 
Entering Unmasked Estep 
Score: -18747100.000000 Penalty: 5971.265625
	Iteration 0F: 3 clusters Score -1.87471e+07 nChanged 80853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84858 members 
Mstep: Class 2 contains 84343 members 
Entering Unmasked Estep 
Score: -18794102.000000 Penalty: 5971.265625
	Iteration 1F: 3 clusters Score -1.87941e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84523 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -18795260.000000 Penalty: 5971.265625
	Iteration 2Q: 3 clusters Score -1.879526e+07 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -18796854.000000 Penalty: 5971.265625
	Iteration 3Q: 3 clusters Score -1.879685e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82926 members 
Mstep: Class 2 contains 86275 members 
Entering Unmasked Estep 
Score: -18799146.000000 Penalty: 5971.265625
	Iteration 4Q: 3 clusters Score -1.879915e+07 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81033 members 
Mstep: Class 2 contains 88168 members 
Entering Unmasked Estep 
Score: -18802348.000000 Penalty: 5971.265625
	Iteration 5Q: 3 clusters Score -1.880235e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Mstep: Class 2 contains 91085 members 
Entering Unmasked Estep 
Score: -18806758.000000 Penalty: 5971.265625
	Iteration 6F: 3 clusters Score -1.880676e+07 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74176 members 
Mstep: Class 2 contains 95025 members 
Entering Unmasked Estep 
Score: -18812720.000000 Penalty: 5971.265625
	Iteration 7F: 3 clusters Score -1.881272e+07 nChanged 10904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69536 members 
Mstep: Class 2 contains 99665 members 
Entering Unmasked Estep 
Score: -18820484.000000 Penalty: 5971.265625
	Iteration 8F: 3 clusters Score -1.882048e+07 nChanged 11023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65211 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -18829320.000000 Penalty: 5971.265625
	Iteration 9F: 3 clusters Score -1.882932e+07 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62059 members 
Mstep: Class 2 contains 107142 members 
Entering Unmasked Estep 
Score: -18835754.000000 Penalty: 5971.265625
	Iteration 10F: 3 clusters Score -1.883575e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59932 members 
Mstep: Class 2 contains 109269 members 
Entering Unmasked Estep 
Score: -18838648.000000 Penalty: 5971.265625
	Iteration 11Q: 3 clusters Score -1.883865e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58322 members 
Mstep: Class 2 contains 110879 members 
Entering Unmasked Estep 
Score: -18839804.000000 Penalty: 5971.265625
	Iteration 12Q: 3 clusters Score -1.88398e+07 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 112484 members 
Entering Unmasked Estep 
Score: -18840732.000000 Penalty: 5971.265625
	Iteration 13Q: 3 clusters Score -1.884073e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 114132 members 
Entering Unmasked Estep 
Score: -18841306.000000 Penalty: 5971.265625
	Iteration 14Q: 3 clusters Score -1.884131e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 115788 members 
Entering Unmasked Estep 
Score: -18842038.000000 Penalty: 5971.265625
	Iteration 15Q: 3 clusters Score -1.884204e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 117527 members 
Entering Unmasked Estep 
Score: -18842884.000000 Penalty: 5971.265625
	Iteration 16Q: 3 clusters Score -1.884288e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 119339 members 
Entering Unmasked Estep 
Score: -18843706.000000 Penalty: 5971.265625
	Iteration 17Q: 3 clusters Score -1.884371e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 121292 members 
Entering Unmasked Estep 
Score: -18844612.000000 Penalty: 5971.265625
	Iteration 18Q: 3 clusters Score -1.884461e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 123267 members 
Entering Unmasked Estep 
Score: -18845658.000000 Penalty: 5971.265625
	Iteration 19Q: 3 clusters Score -1.884566e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 125344 members 
Entering Unmasked Estep 
Score: -18847070.000000 Penalty: 5971.265625
	Iteration 20F: 3 clusters Score -1.884707e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 127412 members 
Entering Unmasked Estep 
Score: -18848454.000000 Penalty: 5971.265625
	Iteration 21Q: 3 clusters Score -1.884845e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 129389 members 
Entering Unmasked Estep 
Score: -18849830.000000 Penalty: 5971.265625
	Iteration 22Q: 3 clusters Score -1.884983e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 131254 members 
Entering Unmasked Estep 
Score: -18851216.000000 Penalty: 5971.265625
	Iteration 23Q: 3 clusters Score -1.885122e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 132849 members 
Entering Unmasked Estep 
Score: -18852088.000000 Penalty: 5971.265625
	Iteration 24Q: 3 clusters Score -1.885209e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 134319 members 
Entering Unmasked Estep 
Score: -18852628.000000 Penalty: 5971.265625
	Iteration 25Q: 3 clusters Score -1.885263e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 135636 members 
Entering Unmasked Estep 
Score: -18853140.000000 Penalty: 5971.265625
	Iteration 26Q: 3 clusters Score -1.885314e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 136848 members 
Entering Unmasked Estep 
Score: -18853550.000000 Penalty: 5971.265625
	Iteration 27Q: 3 clusters Score -1.885355e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 137956 members 
Entering Unmasked Estep 
Score: -18853848.000000 Penalty: 5971.265625
	Iteration 28Q: 3 clusters Score -1.885385e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 138954 members 
Entering Unmasked Estep 
Score: -18854070.000000 Penalty: 5971.265625
	Iteration 29Q: 3 clusters Score -1.885407e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 139954 members 
Entering Unmasked Estep 
Score: -18854300.000000 Penalty: 5971.265625
	Iteration 30Q: 3 clusters Score -1.88543e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 140868 members 
Entering Unmasked Estep 
Score: -18854472.000000 Penalty: 5971.265625
	Iteration 31Q: 3 clusters Score -1.885447e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 141749 members 
Entering Unmasked Estep 
Score: -18854566.000000 Penalty: 5971.265625
	Iteration 32Q: 3 clusters Score -1.885457e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 142575 members 
Entering Unmasked Estep 
Score: -18854706.000000 Penalty: 5971.265625
	Iteration 33Q: 3 clusters Score -1.885471e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 143339 members 
Entering Unmasked Estep 
Score: -18854932.000000 Penalty: 5971.265625
	Iteration 34Q: 3 clusters Score -1.885493e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 144075 members 
Entering Unmasked Estep 
Score: -18855074.000000 Penalty: 5971.265625
	Iteration 35Q: 3 clusters Score -1.885507e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 144798 members 
Entering Unmasked Estep 
Score: -18855106.000000 Penalty: 5971.265625
	Iteration 36Q: 3 clusters Score -1.885511e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 145504 members 
Entering Unmasked Estep 
Score: -18855154.000000 Penalty: 5971.265625
	Iteration 37Q: 3 clusters Score -1.885515e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 146173 members 
Entering Unmasked Estep 
Score: -18855164.000000 Penalty: 5971.265625
	Iteration 38Q: 3 clusters Score -1.885516e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 146831 members 
Entering Unmasked Estep 
Score: -18855286.000000 Penalty: 5971.265625
	Iteration 39Q: 3 clusters Score -1.885529e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 147459 members 
Entering Unmasked Estep 
Score: -18855388.000000 Penalty: 5971.265625
	Iteration 40F: 3 clusters Score -1.885539e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 148053 members 
Entering Unmasked Estep 
Score: -18855436.000000 Penalty: 5971.265625
	Iteration 41Q: 3 clusters Score -1.885544e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 148618 members 
Entering Unmasked Estep 
Score: -18855516.000000 Penalty: 5971.265625
	Iteration 42Q: 3 clusters Score -1.885552e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 149212 members 
Entering Unmasked Estep 
Score: -18855576.000000 Penalty: 5971.265625
	Iteration 43Q: 3 clusters Score -1.885558e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 149835 members 
Entering Unmasked Estep 
Score: -18855676.000000 Penalty: 5971.265625
	Iteration 44Q: 3 clusters Score -1.885568e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 150460 members 
Entering Unmasked Estep 
Score: -18855798.000000 Penalty: 5971.265625
	Iteration 45Q: 3 clusters Score -1.88558e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 151061 members 
Entering Unmasked Estep 
Score: -18855898.000000 Penalty: 5971.265625
	Iteration 46Q: 3 clusters Score -1.88559e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 151662 members 
Entering Unmasked Estep 
Score: -18856006.000000 Penalty: 5971.265625
	Iteration 47Q: 3 clusters Score -1.885601e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 152300 members 
Entering Unmasked Estep 
Score: -18856078.000000 Penalty: 5971.265625
	Iteration 48Q: 3 clusters Score -1.885608e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 152937 members 
Entering Unmasked Estep 
Score: -18856108.000000 Penalty: 5971.265625
	Iteration 49Q: 3 clusters Score -1.885611e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -18856160.000000 Penalty: 5971.265625
	Iteration 50Q: 3 clusters Score -1.885616e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 154074 members 
Entering Unmasked Estep 
Score: -18856214.000000 Penalty: 5971.265625
	Iteration 51Q: 3 clusters Score -1.885621e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 154637 members 
Entering Unmasked Estep 
Score: -18856186.000000 Penalty: 5971.265625
	Iteration 52Q: 3 clusters Score -1.885619e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 155217 members 
Entering Unmasked Estep 
Score: -18856330.000000 Penalty: 5971.265625
	Iteration 53Q: 3 clusters Score -1.885633e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 155743 members 
Entering Unmasked Estep 
Score: -18856404.000000 Penalty: 5971.265625
	Iteration 54Q: 3 clusters Score -1.88564e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 156214 members 
Entering Unmasked Estep 
Score: -18856426.000000 Penalty: 5971.265625
	Iteration 55Q: 3 clusters Score -1.885643e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 156716 members 
Entering Unmasked Estep 
Score: -18856518.000000 Penalty: 5971.265625
	Iteration 56Q: 3 clusters Score -1.885652e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 157179 members 
Entering Unmasked Estep 
Score: -18856622.000000 Penalty: 5971.265625
	Iteration 57Q: 3 clusters Score -1.885662e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 157638 members 
Entering Unmasked Estep 
Score: -18856696.000000 Penalty: 5971.265625
	Iteration 58Q: 3 clusters Score -1.88567e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 158100 members 
Entering Unmasked Estep 
Score: -18856736.000000 Penalty: 5971.265625
	Iteration 59Q: 3 clusters Score -1.885674e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 158561 members 
Entering Unmasked Estep 
Score: -18856802.000000 Penalty: 5971.265625
	Iteration 60F: 3 clusters Score -1.88568e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 158999 members 
Entering Unmasked Estep 
Score: -18856838.000000 Penalty: 5971.265625
	Iteration 61Q: 3 clusters Score -1.885684e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 159421 members 
Entering Unmasked Estep 
Score: -18856960.000000 Penalty: 5971.265625
	Iteration 62Q: 3 clusters Score -1.885696e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 159813 members 
Entering Unmasked Estep 
Score: -18857002.000000 Penalty: 5971.265625
	Iteration 63Q: 3 clusters Score -1.8857e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 160171 members 
Entering Unmasked Estep 
Score: -18856984.000000 Penalty: 5971.265625
	Iteration 64Q: 3 clusters Score -1.885698e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 160536 members 
Entering Unmasked Estep 
Score: -18857016.000000 Penalty: 5971.265625
	Iteration 65Q: 3 clusters Score -1.885702e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 160870 members 
Entering Unmasked Estep 
Score: -18857016.000000 Penalty: 5971.265625
	Iteration 66Q: 3 clusters Score -1.885702e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 161173 members 
Entering Unmasked Estep 
Score: -18857030.000000 Penalty: 5971.265625
	Iteration 67Q: 3 clusters Score -1.885703e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 161443 members 
Entering Unmasked Estep 
Score: -18857042.000000 Penalty: 5971.265625
	Iteration 68Q: 3 clusters Score -1.885704e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 161709 members 
Entering Unmasked Estep 
Score: -18857074.000000 Penalty: 5971.265625
	Iteration 69Q: 3 clusters Score -1.885707e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 161974 members 
Entering Unmasked Estep 
Score: -18857058.000000 Penalty: 5971.265625
	Iteration 70Q: 3 clusters Score -1.885706e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 162233 members 
Entering Unmasked Estep 
Score: -18857084.000000 Penalty: 5971.265625
	Iteration 71Q: 3 clusters Score -1.885708e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 162456 members 
Entering Unmasked Estep 
Score: -18857100.000000 Penalty: 5971.265625
	Iteration 72Q: 3 clusters Score -1.88571e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 162656 members 
Entering Unmasked Estep 
Score: -18857148.000000 Penalty: 5971.265625
	Iteration 73Q: 3 clusters Score -1.885715e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 162836 members 
Entering Unmasked Estep 
Score: -18857172.000000 Penalty: 5971.265625
	Iteration 74Q: 3 clusters Score -1.885717e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 162997 members 
Entering Unmasked Estep 
Score: -18857152.000000 Penalty: 5971.265625
	Iteration 75Q: 3 clusters Score -1.885715e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 163147 members 
Entering Unmasked Estep 
Score: -18857132.000000 Penalty: 5971.265625
	Iteration 76Q: 3 clusters Score -1.885713e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 163276 members 
Entering Unmasked Estep 
Score: -18857110.000000 Penalty: 5971.265625
	Iteration 77Q: 3 clusters Score -1.885711e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 163409 members 
Entering Unmasked Estep 
Score: -18857106.000000 Penalty: 5971.265625
	Iteration 78Q: 3 clusters Score -1.885711e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 163536 members 
Entering Unmasked Estep 
Score: -18857144.000000 Penalty: 5971.265625
	Iteration 79Q: 3 clusters Score -1.885714e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 163650 members 
Entering Unmasked Estep 
Score: -18857132.000000 Penalty: 5971.265625
	Iteration 80F: 3 clusters Score -1.885713e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 163763 members 
Entering Unmasked Estep 
Score: -18857154.000000 Penalty: 5971.265625
	Iteration 81Q: 3 clusters Score -1.885715e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 163851 members 
Entering Unmasked Estep 
Score: -18857150.000000 Penalty: 5971.265625
	Iteration 82Q: 3 clusters Score -1.885715e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 163943 members 
Entering Unmasked Estep 
Score: -18857146.000000 Penalty: 5971.265625
	Iteration 83Q: 3 clusters Score -1.885715e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 164015 members 
Entering Unmasked Estep 
Score: -18857126.000000 Penalty: 5971.265625
	Iteration 84Q: 3 clusters Score -1.885713e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 164078 members 
Entering Unmasked Estep 
Score: -18857130.000000 Penalty: 5971.265625
	Iteration 85Q: 3 clusters Score -1.885713e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 164132 members 
Entering Unmasked Estep 
Score: -18857148.000000 Penalty: 5971.265625
	Iteration 86Q: 3 clusters Score -1.885715e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 164191 members 
Entering Unmasked Estep 
Score: -18857118.000000 Penalty: 5971.265625
	Iteration 87Q: 3 clusters Score -1.885712e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 164233 members 
Entering Unmasked Estep 
Score: -18857124.000000 Penalty: 5971.265625
	Iteration 88Q: 3 clusters Score -1.885712e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 164271 members 
Entering Unmasked Estep 
Score: -18857106.000000 Penalty: 5971.265625
	Iteration 89Q: 3 clusters Score -1.885711e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 164306 members 
Entering Unmasked Estep 
Score: -18857140.000000 Penalty: 5971.265625
	Iteration 90Q: 3 clusters Score -1.885714e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 164333 members 
Entering Unmasked Estep 
Score: -18857122.000000 Penalty: 5971.265625
	Iteration 91Q: 3 clusters Score -1.885712e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 164358 members 
Entering Unmasked Estep 
Score: -18857142.000000 Penalty: 5971.265625
	Iteration 92Q: 3 clusters Score -1.885714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 164371 members 
Entering Unmasked Estep 
Score: -18857144.000000 Penalty: 5971.265625
	Iteration 93Q: 3 clusters Score -1.885714e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 164386 members 
Entering Unmasked Estep 
Score: -18857130.000000 Penalty: 5971.265625
	Iteration 94Q: 3 clusters Score -1.885713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 164397 members 
Entering Unmasked Estep 
Score: -18857136.000000 Penalty: 5971.265625
	Iteration 95Q: 3 clusters Score -1.885714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 164411 members 
Entering Unmasked Estep 
Score: -18857138.000000 Penalty: 5971.265625
	Iteration 96Q: 3 clusters Score -1.885714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 164422 members 
Entering Unmasked Estep 
Score: -18857132.000000 Penalty: 5971.265625
	Iteration 97Q: 3 clusters Score -1.885713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 164440 members 
Entering Unmasked Estep 
Score: -18857116.000000 Penalty: 5971.265625
	Iteration 98Q: 3 clusters Score -1.885712e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 164454 members 
Entering Unmasked Estep 
Score: -18857116.000000 Penalty: 5971.265625
	Iteration 99Q: 3 clusters Score -1.885712e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 164475 members 
Entering Unmasked Estep 
Score: -18857094.000000 Penalty: 5971.265625
	Iteration 100F: 3 clusters Score -1.885709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 164496 members 
Entering Unmasked Estep 
Score: -18857076.000000 Penalty: 5971.265625
	Iteration 101Q: 3 clusters Score -1.885708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 164511 members 
Entering Unmasked Estep 
Score: -18857086.000000 Penalty: 5971.265625
	Iteration 102Q: 3 clusters Score -1.885709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 164524 members 
Entering Unmasked Estep 
Score: -18857074.000000 Penalty: 5971.265625
	Iteration 103Q: 3 clusters Score -1.885707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 164530 members 
Entering Unmasked Estep 
Score: -18857072.000000 Penalty: 5971.265625
	Iteration 104Q: 3 clusters Score -1.885707e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 164541 members 
Entering Unmasked Estep 
Score: -18857064.000000 Penalty: 5971.265625
	Iteration 105Q: 3 clusters Score -1.885706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 164548 members 
Entering Unmasked Estep 
Score: -18857058.000000 Penalty: 5971.265625
	Iteration 106Q: 3 clusters Score -1.885706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 164556 members 
Entering Unmasked Estep 
Score: -18857068.000000 Penalty: 5971.265625
	Iteration 107Q: 3 clusters Score -1.885707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 164564 members 
Entering Unmasked Estep 
Score: -18857080.000000 Penalty: 5971.265625
	Iteration 108Q: 3 clusters Score -1.885708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 164572 members 
Entering Unmasked Estep 
Score: -18857090.000000 Penalty: 5971.265625
	Iteration 109Q: 3 clusters Score -1.885709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 164580 members 
Entering Unmasked Estep 
Score: -18857074.000000 Penalty: 5971.265625
	Iteration 110Q: 3 clusters Score -1.885707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 164585 members 
Entering Unmasked Estep 
Score: -18857086.000000 Penalty: 5971.265625
	Iteration 111Q: 3 clusters Score -1.885709e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 164587 members 
Entering Unmasked Estep 
Score: -18857086.000000 Penalty: 5971.265625
	Iteration 112Q: 3 clusters Score -1.885709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 164590 members 
Entering Unmasked Estep 
Score: -18857094.000000 Penalty: 5971.265625
	Iteration 113Q: 3 clusters Score -1.885709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 164594 members 
Entering Unmasked Estep 
Score: -18857090.000000 Penalty: 5971.265625
	Iteration 114Q: 3 clusters Score -1.885709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 164599 members 
Entering Unmasked Estep 
Score: -18857100.000000 Penalty: 5971.265625
	Iteration 115Q: 3 clusters Score -1.88571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 164601 members 
Entering Unmasked Estep 
Score: -18857090.000000 Penalty: 5971.265625
	Iteration 116Q: 3 clusters Score -1.885709e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 164602 members 
Entering Unmasked Estep 
Score: -18857106.000000 Penalty: 5971.265625
	Iteration 117Q: 3 clusters Score -1.885711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 164604 members 
Entering Unmasked Estep 
Score: -18857110.000000 Penalty: 5971.265625
	Iteration 118Q: 3 clusters Score -1.885711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 164606 members 
Entering Unmasked Estep 
Score: -18857104.000000 Penalty: 5971.265625
	Iteration 119Q: 3 clusters Score -1.88571e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 164609 members 
Entering Unmasked Estep 
Score: -18857092.000000 Penalty: 5971.265625
	Iteration 120F: 3 clusters Score -1.885709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 164611 members 
Entering Unmasked Estep 
Score: -18857100.000000 Penalty: 5971.265625
	Iteration 121Q: 3 clusters Score -1.88571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 164612 members 
Entering Unmasked Estep 
Score: -18857098.000000 Penalty: 5971.265625
	Iteration 122Q: 3 clusters Score -1.88571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 164614 members 
Entering Unmasked Estep 
Score: -18857094.000000 Penalty: 5971.265625
	Iteration 123Q: 3 clusters Score -1.885709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 164615 members 
Entering Unmasked Estep 
Score: -18857102.000000 Penalty: 5971.265625
	Iteration 124Q: 3 clusters Score -1.88571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 164616 members 
Entering Unmasked Estep 
Score: -18857110.000000 Penalty: 5971.265625
	Iteration 125Q: 3 clusters Score -1.885711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 164618 members 
Entering Unmasked Estep 
Score: -18857112.000000 Penalty: 5971.265625
	Iteration 126Q: 3 clusters Score -1.885711e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 164618 members 
Entering Unmasked Estep 
Score: -18857112.000000 Penalty: 5971.265625
	Iteration 127F: 3 clusters Score -1.885711e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -86271.195312 Penalty: 1685.057495
	Iteration 0F: 2 clusters Score -86271.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -84431.507812 Penalty: 3370.114990
	Iteration 0F: 3 clusters Score -84431.51 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -84962.656250 Penalty: 3370.114990
	Iteration 1F: 3 clusters Score -84962.66 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -85277.742188 Penalty: 3370.114990
	Iteration 2F: 3 clusters Score -85277.74 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -85537.492188 Penalty: 3370.114990
	Iteration 3F: 3 clusters Score -85537.49 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -85776.273438 Penalty: 3370.114990
	Iteration 4F: 3 clusters Score -85776.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -86006.617188 Penalty: 3370.114990
	Iteration 5F: 3 clusters Score -86006.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -86228.773438 Penalty: 3370.114990
	Iteration 6F: 3 clusters Score -86228.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -86414.328125 Penalty: 3370.114990
	Iteration 7Q: 3 clusters Score -86414.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -86586.875000 Penalty: 3370.114990
	Iteration 8Q: 3 clusters Score -86586.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -86655.023438 Penalty: 3370.114990
	Iteration 9Q: 3 clusters Score -86655.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -86661.062500 Penalty: 3370.114990
	Iteration 10Q: 3 clusters Score -86661.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -86661.062500 Penalty: 3370.114990
	Iteration 11F: 3 clusters Score -86661.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26133 members 
Mstep: Class 5 contains 169201 members 
Mstep: Class 6 contains 283 members 
Mstep: Class 7 contains 39342 members 
Mstep: Class 8 contains 31831 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111028 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321186 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27015 members 
Mstep: Class 16 contains 2272 members 
Mstep: Class 17 contains 50043 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 81868 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4167 members 
Mstep: Class 22 contains 610 members 
Entering Unmasked Estep 
Score: -98007728.000000 Penalty: 74808.710938
Splitting cluster 6 changes total score from -98009000.000000 to -98007728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (39342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Entering Unmasked Estep 
Score: -4275904.000000 Penalty: 2623.851807
	Iteration 0F: 2 clusters Score -4275904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -4249391.500000 Penalty: 5247.703613
	Iteration 0F: 3 clusters Score -4249392 nChanged 17884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -4259281.500000 Penalty: 5247.703613
	Iteration 1F: 3 clusters Score -4259282 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4259918.500000 Penalty: 5247.703613
	Iteration 2Q: 3 clusters Score -4259918 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -4260669.000000 Penalty: 5247.703613
	Iteration 3Q: 3 clusters Score -4260669 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -4261643.000000 Penalty: 5247.703613
	Iteration 4F: 3 clusters Score -4261643 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -4263017.500000 Penalty: 5247.703613
	Iteration 5F: 3 clusters Score -4263018 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -4264923.500000 Penalty: 5247.703613
	Iteration 6F: 3 clusters Score -4264924 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -4267260.000000 Penalty: 5247.703613
	Iteration 7F: 3 clusters Score -4267260 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -4269543.000000 Penalty: 5247.703613
	Iteration 8F: 3 clusters Score -4269543 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -4271327.500000 Penalty: 5247.703613
	Iteration 9Q: 3 clusters Score -4271328 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -4272473.500000 Penalty: 5247.703613
	Iteration 10Q: 3 clusters Score -4272474 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -4273029.500000 Penalty: 5247.703613
	Iteration 11Q: 3 clusters Score -4273030 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -4273340.000000 Penalty: 5247.703613
	Iteration 12Q: 3 clusters Score -4273340 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -4273479.500000 Penalty: 5247.703613
	Iteration 13Q: 3 clusters Score -4273480 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -4273555.000000 Penalty: 5247.703613
	Iteration 14Q: 3 clusters Score -4273555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -4273597.500000 Penalty: 5247.703613
	Iteration 15Q: 3 clusters Score -4273598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -4273622.000000 Penalty: 5247.703613
	Iteration 16Q: 3 clusters Score -4273622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -4273636.000000 Penalty: 5247.703613
	Iteration 17Q: 3 clusters Score -4273636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -4273647.500000 Penalty: 5247.703613
	Iteration 18Q: 3 clusters Score -4273648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -4273645.000000 Penalty: 5247.703613
	Iteration 19Q: 3 clusters Score -4273645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -4273645.000000 Penalty: 5247.703613
	Iteration 20F: 3 clusters Score -4273645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Entering Unmasked Estep 
Score: -3594474.500000 Penalty: 2571.312500
	Iteration 0F: 2 clusters Score -3594474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3572815.750000 Penalty: 5142.625000
	Iteration 0F: 3 clusters Score -3572816 nChanged 14380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3580633.750000 Penalty: 5142.625000
	Iteration 1F: 3 clusters Score -3580634 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -3581104.000000 Penalty: 5142.625000
	Iteration 2Q: 3 clusters Score -3581104 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3581572.250000 Penalty: 5142.625000
	Iteration 3Q: 3 clusters Score -3581572 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3582013.750000 Penalty: 5142.625000
	Iteration 4Q: 3 clusters Score -3582014 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3582456.500000 Penalty: 5142.625000
	Iteration 5Q: 3 clusters Score -3582456 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3582939.250000 Penalty: 5142.625000
	Iteration 6Q: 3 clusters Score -3582939 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -3583526.500000 Penalty: 5142.625000
	Iteration 7Q: 3 clusters Score -3583526 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3584230.750000 Penalty: 5142.625000
	Iteration 8Q: 3 clusters Score -3584231 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3584972.500000 Penalty: 5142.625000
	Iteration 9Q: 3 clusters Score -3584972 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3585914.500000 Penalty: 5142.625000
	Iteration 10Q: 3 clusters Score -3585914 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3586810.750000 Penalty: 5142.625000
	Iteration 11Q: 3 clusters Score -3586811 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3587475.250000 Penalty: 5142.625000
	Iteration 12Q: 3 clusters Score -3587475 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3587855.750000 Penalty: 5142.625000
	Iteration 13Q: 3 clusters Score -3587856 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -3588069.250000 Penalty: 5142.625000
	Iteration 14Q: 3 clusters Score -3588069 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3588207.750000 Penalty: 5142.625000
	Iteration 15Q: 3 clusters Score -3588208 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3588347.750000 Penalty: 5142.625000
	Iteration 16Q: 3 clusters Score -3588348 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -3588483.000000 Penalty: 5142.625000
	Iteration 17Q: 3 clusters Score -3588483 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -3588682.000000 Penalty: 5142.625000
	Iteration 18Q: 3 clusters Score -3588682 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -3588895.750000 Penalty: 5142.625000
	Iteration 19Q: 3 clusters Score -3588896 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -3589197.500000 Penalty: 5142.625000
	Iteration 20F: 3 clusters Score -3589198 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3589600.000000 Penalty: 5142.625000
	Iteration 21Q: 3 clusters Score -3589600 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3590193.250000 Penalty: 5142.625000
	Iteration 22Q: 3 clusters Score -3590193 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3590813.000000 Penalty: 5142.625000
	Iteration 23Q: 3 clusters Score -3590813 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -3591418.750000 Penalty: 5142.625000
	Iteration 24Q: 3 clusters Score -3591419 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3591876.000000 Penalty: 5142.625000
	Iteration 25Q: 3 clusters Score -3591876 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3592128.750000 Penalty: 5142.625000
	Iteration 26Q: 3 clusters Score -3592129 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -3592255.500000 Penalty: 5142.625000
	Iteration 27Q: 3 clusters Score -3592256 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -3592371.750000 Penalty: 5142.625000
	Iteration 28Q: 3 clusters Score -3592372 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3592443.000000 Penalty: 5142.625000
	Iteration 29Q: 3 clusters Score -3592443 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -3592482.500000 Penalty: 5142.625000
	Iteration 30Q: 3 clusters Score -3592482 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3592502.250000 Penalty: 5142.625000
	Iteration 31Q: 3 clusters Score -3592502 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3592518.750000 Penalty: 5142.625000
	Iteration 32Q: 3 clusters Score -3592519 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -3592528.250000 Penalty: 5142.625000
	Iteration 33Q: 3 clusters Score -3592528 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -3592531.000000 Penalty: 5142.625000
	Iteration 34Q: 3 clusters Score -3592531 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -3592538.500000 Penalty: 5142.625000
	Iteration 35Q: 3 clusters Score -3592538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3592545.000000 Penalty: 5142.625000
	Iteration 36Q: 3 clusters Score -3592545 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3592544.750000 Penalty: 5142.625000
	Iteration 37Q: 3 clusters Score -3592545 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -3592537.000000 Penalty: 5142.625000
	Iteration 38Q: 3 clusters Score -3592537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3592539.500000 Penalty: 5142.625000
	Iteration 39Q: 3 clusters Score -3592540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3592539.250000 Penalty: 5142.625000
	Iteration 40F: 3 clusters Score -3592539 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3592536.500000 Penalty: 5142.625000
	Iteration 41Q: 3 clusters Score -3592536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -3592546.250000 Penalty: 5142.625000
	Iteration 42Q: 3 clusters Score -3592546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3592561.000000 Penalty: 5142.625000
	Iteration 43Q: 3 clusters Score -3592561 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3592571.500000 Penalty: 5142.625000
	Iteration 44Q: 3 clusters Score -3592572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -3592570.500000 Penalty: 5142.625000
	Iteration 45Q: 3 clusters Score -3592570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3592576.250000 Penalty: 5142.625000
	Iteration 46Q: 3 clusters Score -3592576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3592596.750000 Penalty: 5142.625000
	Iteration 47Q: 3 clusters Score -3592597 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -3592604.750000 Penalty: 5142.625000
	Iteration 48Q: 3 clusters Score -3592605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3592617.000000 Penalty: 5142.625000
	Iteration 49Q: 3 clusters Score -3592617 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3592621.500000 Penalty: 5142.625000
	Iteration 50Q: 3 clusters Score -3592622 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -3592651.000000 Penalty: 5142.625000
	Iteration 51Q: 3 clusters Score -3592651 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3592711.500000 Penalty: 5142.625000
	Iteration 52Q: 3 clusters Score -3592712 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -3592771.000000 Penalty: 5142.625000
	Iteration 53Q: 3 clusters Score -3592771 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3592810.250000 Penalty: 5142.625000
	Iteration 54Q: 3 clusters Score -3592810 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3592859.750000 Penalty: 5142.625000
	Iteration 55Q: 3 clusters Score -3592860 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -3592919.000000 Penalty: 5142.625000
	Iteration 56Q: 3 clusters Score -3592919 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3592981.000000 Penalty: 5142.625000
	Iteration 57Q: 3 clusters Score -3592981 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3593063.000000 Penalty: 5142.625000
	Iteration 58Q: 3 clusters Score -3593063 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3593133.000000 Penalty: 5142.625000
	Iteration 59Q: 3 clusters Score -3593133 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3593225.250000 Penalty: 5142.625000
	Iteration 60F: 3 clusters Score -3593225 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -3593318.000000 Penalty: 5142.625000
	Iteration 61Q: 3 clusters Score -3593318 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -3593399.000000 Penalty: 5142.625000
	Iteration 62Q: 3 clusters Score -3593399 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3593465.500000 Penalty: 5142.625000
	Iteration 63Q: 3 clusters Score -3593466 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3593502.500000 Penalty: 5142.625000
	Iteration 64Q: 3 clusters Score -3593502 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3593540.750000 Penalty: 5142.625000
	Iteration 65Q: 3 clusters Score -3593541 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3593576.750000 Penalty: 5142.625000
	Iteration 66Q: 3 clusters Score -3593577 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3593597.750000 Penalty: 5142.625000
	Iteration 67Q: 3 clusters Score -3593598 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -3593625.750000 Penalty: 5142.625000
	Iteration 68Q: 3 clusters Score -3593626 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3593653.250000 Penalty: 5142.625000
	Iteration 69Q: 3 clusters Score -3593653 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -3593664.000000 Penalty: 5142.625000
	Iteration 70Q: 3 clusters Score -3593664 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3593677.000000 Penalty: 5142.625000
	Iteration 71Q: 3 clusters Score -3593677 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3593686.750000 Penalty: 5142.625000
	Iteration 72Q: 3 clusters Score -3593687 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3593702.250000 Penalty: 5142.625000
	Iteration 73Q: 3 clusters Score -3593702 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3593710.000000 Penalty: 5142.625000
	Iteration 74Q: 3 clusters Score -3593710 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3593719.250000 Penalty: 5142.625000
	Iteration 75Q: 3 clusters Score -3593719 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3593727.250000 Penalty: 5142.625000
	Iteration 76Q: 3 clusters Score -3593727 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3593739.750000 Penalty: 5142.625000
	Iteration 77Q: 3 clusters Score -3593740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3593737.750000 Penalty: 5142.625000
	Iteration 78Q: 3 clusters Score -3593738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3593745.250000 Penalty: 5142.625000
	Iteration 79Q: 3 clusters Score -3593745 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3593748.250000 Penalty: 5142.625000
	Iteration 80F: 3 clusters Score -3593748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3593755.750000 Penalty: 5142.625000
	Iteration 81Q: 3 clusters Score -3593756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3593754.000000 Penalty: 5142.625000
	Iteration 82Q: 3 clusters Score -3593754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3593756.500000 Penalty: 5142.625000
	Iteration 83Q: 3 clusters Score -3593756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3593756.500000 Penalty: 5142.625000
	Iteration 84Q: 3 clusters Score -3593756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -3593760.000000 Penalty: 5142.625000
	Iteration 85Q: 3 clusters Score -3593760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3593759.500000 Penalty: 5142.625000
	Iteration 86Q: 3 clusters Score -3593760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -3593765.000000 Penalty: 5142.625000
	Iteration 87Q: 3 clusters Score -3593765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3593762.250000 Penalty: 5142.625000
	Iteration 88Q: 3 clusters Score -3593762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3593764.500000 Penalty: 5142.625000
	Iteration 89Q: 3 clusters Score -3593764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3593763.750000 Penalty: 5142.625000
	Iteration 90Q: 3 clusters Score -3593764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3593765.500000 Penalty: 5142.625000
	Iteration 91Q: 3 clusters Score -3593766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3593763.000000 Penalty: 5142.625000
	Iteration 92Q: 3 clusters Score -3593763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -3593763.000000 Penalty: 5142.625000
	Iteration 93F: 3 clusters Score -3593763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Entering Unmasked Estep 
Score: -324682.062500 Penalty: 1982.752441
	Iteration 0F: 2 clusters Score -324682.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -321451.000000 Penalty: 3965.504883
	Iteration 0F: 3 clusters Score -321451 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -322058.781250 Penalty: 3965.504883
	Iteration 1F: 3 clusters Score -322058.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -322218.156250 Penalty: 3965.504883
	Iteration 2F: 3 clusters Score -322218.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -322327.093750 Penalty: 3965.504883
	Iteration 3Q: 3 clusters Score -322327.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -322476.718750 Penalty: 3965.504883
	Iteration 4Q: 3 clusters Score -322476.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -322684.906250 Penalty: 3965.504883
	Iteration 5Q: 3 clusters Score -322684.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -322801.625000 Penalty: 3965.504883
	Iteration 6Q: 3 clusters Score -322801.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -322883.750000 Penalty: 3965.504883
	Iteration 7Q: 3 clusters Score -322883.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -322962.031250 Penalty: 3965.504883
	Iteration 8Q: 3 clusters Score -322962 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -323052.125000 Penalty: 3965.504883
	Iteration 9Q: 3 clusters Score -323052.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -323150.750000 Penalty: 3965.504883
	Iteration 10Q: 3 clusters Score -323150.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -323235.187500 Penalty: 3965.504883
	Iteration 11Q: 3 clusters Score -323235.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -323312.812500 Penalty: 3965.504883
	Iteration 12Q: 3 clusters Score -323312.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -323388.156250 Penalty: 3965.504883
	Iteration 13Q: 3 clusters Score -323388.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -323465.156250 Penalty: 3965.504883
	Iteration 14Q: 3 clusters Score -323465.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -323539.125000 Penalty: 3965.504883
	Iteration 15Q: 3 clusters Score -323539.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -323592.500000 Penalty: 3965.504883
	Iteration 16Q: 3 clusters Score -323592.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -323638.843750 Penalty: 3965.504883
	Iteration 17Q: 3 clusters Score -323638.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -323665.000000 Penalty: 3965.504883
	Iteration 18Q: 3 clusters Score -323665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -323684.625000 Penalty: 3965.504883
	Iteration 19Q: 3 clusters Score -323684.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -323712.625000 Penalty: 3965.504883
	Iteration 20F: 3 clusters Score -323712.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -323737.656250 Penalty: 3965.504883
	Iteration 21Q: 3 clusters Score -323737.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -323756.187500 Penalty: 3965.504883
	Iteration 22Q: 3 clusters Score -323756.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -323776.312500 Penalty: 3965.504883
	Iteration 23Q: 3 clusters Score -323776.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -323797.656250 Penalty: 3965.504883
	Iteration 24Q: 3 clusters Score -323797.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -323818.718750 Penalty: 3965.504883
	Iteration 25Q: 3 clusters Score -323818.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -323830.843750 Penalty: 3965.504883
	Iteration 26Q: 3 clusters Score -323830.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -323839.250000 Penalty: 3965.504883
	Iteration 27Q: 3 clusters Score -323839.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -323846.843750 Penalty: 3965.504883
	Iteration 28Q: 3 clusters Score -323846.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -323858.281250 Penalty: 3965.504883
	Iteration 29Q: 3 clusters Score -323858.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -323874.187500 Penalty: 3965.504883
	Iteration 30Q: 3 clusters Score -323874.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -323886.625000 Penalty: 3965.504883
	Iteration 31Q: 3 clusters Score -323886.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -323897.812500 Penalty: 3965.504883
	Iteration 32Q: 3 clusters Score -323897.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -323903.406250 Penalty: 3965.504883
	Iteration 33Q: 3 clusters Score -323903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -323913.468750 Penalty: 3965.504883
	Iteration 34Q: 3 clusters Score -323913.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -323926.875000 Penalty: 3965.504883
	Iteration 35Q: 3 clusters Score -323926.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -323931.937500 Penalty: 3965.504883
	Iteration 36Q: 3 clusters Score -323931.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -323935.312500 Penalty: 3965.504883
	Iteration 37Q: 3 clusters Score -323935.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -323937.093750 Penalty: 3965.504883
	Iteration 38Q: 3 clusters Score -323937.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -323937.500000 Penalty: 3965.504883
	Iteration 39Q: 3 clusters Score -323937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -323937.500000 Penalty: 3965.504883
	Iteration 40F: 3 clusters Score -323937.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (111028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111028 members 
Entering Unmasked Estep 
Score: -12590858.000000 Penalty: 2881.149414
	Iteration 0F: 2 clusters Score -1.259086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55613 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -12516548.000000 Penalty: 5762.298828
	Iteration 0F: 3 clusters Score -1.251655e+07 nChanged 52682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -12546440.000000 Penalty: 5762.298828
	Iteration 1F: 3 clusters Score -1.254644e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -12547280.000000 Penalty: 5762.298828
	Iteration 2Q: 3 clusters Score -1.254728e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59310 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -12548329.000000 Penalty: 5762.298828
	Iteration 3Q: 3 clusters Score -1.254833e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -12549905.000000 Penalty: 5762.298828
	Iteration 4Q: 3 clusters Score -1.25499e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -12552099.000000 Penalty: 5762.298828
	Iteration 5Q: 3 clusters Score -1.25521e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67781 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -12555145.000000 Penalty: 5762.298828
	Iteration 6Q: 3 clusters Score -1.255514e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72762 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -12559479.000000 Penalty: 5762.298828
	Iteration 7F: 3 clusters Score -1.255948e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78624 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -12564919.000000 Penalty: 5762.298828
	Iteration 8F: 3 clusters Score -1.256492e+07 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84429 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -12570582.000000 Penalty: 5762.298828
	Iteration 9F: 3 clusters Score -1.257058e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89320 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -12575428.000000 Penalty: 5762.298828
	Iteration 10F: 3 clusters Score -1.257543e+07 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92825 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -12578749.000000 Penalty: 5762.298828
	Iteration 11Q: 3 clusters Score -1.257875e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95327 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -12580838.000000 Penalty: 5762.298828
	Iteration 12Q: 3 clusters Score -1.258084e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -12582228.000000 Penalty: 5762.298828
	Iteration 13Q: 3 clusters Score -1.258223e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99020 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -12583185.000000 Penalty: 5762.298828
	Iteration 14Q: 3 clusters Score -1.258318e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100606 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -12583943.000000 Penalty: 5762.298828
	Iteration 15Q: 3 clusters Score -1.258394e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102056 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -12584607.000000 Penalty: 5762.298828
	Iteration 16Q: 3 clusters Score -1.258461e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103410 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -12585393.000000 Penalty: 5762.298828
	Iteration 17Q: 3 clusters Score -1.258539e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104595 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -12586057.000000 Penalty: 5762.298828
	Iteration 18Q: 3 clusters Score -1.258606e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105606 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -12586608.000000 Penalty: 5762.298828
	Iteration 19Q: 3 clusters Score -1.258661e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106406 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -12587080.000000 Penalty: 5762.298828
	Iteration 20F: 3 clusters Score -1.258708e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107082 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -12587514.000000 Penalty: 5762.298828
	Iteration 21Q: 3 clusters Score -1.258751e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107594 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -12587779.000000 Penalty: 5762.298828
	Iteration 22Q: 3 clusters Score -1.258778e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107998 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -12588062.000000 Penalty: 5762.298828
	Iteration 23Q: 3 clusters Score -1.258806e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108273 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -12588226.000000 Penalty: 5762.298828
	Iteration 24Q: 3 clusters Score -1.258823e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108479 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -12588324.000000 Penalty: 5762.298828
	Iteration 25Q: 3 clusters Score -1.258832e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108643 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -12588423.000000 Penalty: 5762.298828
	Iteration 26Q: 3 clusters Score -1.258842e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108762 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -12588435.000000 Penalty: 5762.298828
	Iteration 27Q: 3 clusters Score -1.258844e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108860 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -12588495.000000 Penalty: 5762.298828
	Iteration 28Q: 3 clusters Score -1.25885e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108947 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -12588532.000000 Penalty: 5762.298828
	Iteration 29Q: 3 clusters Score -1.258853e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109018 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -12588571.000000 Penalty: 5762.298828
	Iteration 30Q: 3 clusters Score -1.258857e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109075 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -12588581.000000 Penalty: 5762.298828
	Iteration 31Q: 3 clusters Score -1.258858e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109126 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -12588605.000000 Penalty: 5762.298828
	Iteration 32Q: 3 clusters Score -1.25886e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109181 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -12588609.000000 Penalty: 5762.298828
	Iteration 33Q: 3 clusters Score -1.258861e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109226 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -12588614.000000 Penalty: 5762.298828
	Iteration 34Q: 3 clusters Score -1.258861e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109259 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -12588627.000000 Penalty: 5762.298828
	Iteration 35Q: 3 clusters Score -1.258863e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109291 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -12588642.000000 Penalty: 5762.298828
	Iteration 36Q: 3 clusters Score -1.258864e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109318 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -12588650.000000 Penalty: 5762.298828
	Iteration 37Q: 3 clusters Score -1.258865e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109344 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -12588654.000000 Penalty: 5762.298828
	Iteration 38Q: 3 clusters Score -1.258865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109368 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -12588666.000000 Penalty: 5762.298828
	Iteration 39Q: 3 clusters Score -1.258867e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109380 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -12588678.000000 Penalty: 5762.298828
	Iteration 40F: 3 clusters Score -1.258868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109391 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12588668.000000 Penalty: 5762.298828
	Iteration 41Q: 3 clusters Score -1.258867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109403 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -12588678.000000 Penalty: 5762.298828
	Iteration 42Q: 3 clusters Score -1.258868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109413 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -12588684.000000 Penalty: 5762.298828
	Iteration 43Q: 3 clusters Score -1.258868e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109421 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -12588677.000000 Penalty: 5762.298828
	Iteration 44Q: 3 clusters Score -1.258868e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109428 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -12588691.000000 Penalty: 5762.298828
	Iteration 45Q: 3 clusters Score -1.258869e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109439 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12588691.000000 Penalty: 5762.298828
	Iteration 46Q: 3 clusters Score -1.258869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109445 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -12588699.000000 Penalty: 5762.298828
	Iteration 47Q: 3 clusters Score -1.25887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109455 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -12588701.000000 Penalty: 5762.298828
	Iteration 48Q: 3 clusters Score -1.25887e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109463 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -12588707.000000 Penalty: 5762.298828
	Iteration 49Q: 3 clusters Score -1.258871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109467 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -12588696.000000 Penalty: 5762.298828
	Iteration 50Q: 3 clusters Score -1.25887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109471 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -12588697.000000 Penalty: 5762.298828
	Iteration 51Q: 3 clusters Score -1.25887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109473 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -12588710.000000 Penalty: 5762.298828
	Iteration 52Q: 3 clusters Score -1.258871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109475 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -12588703.000000 Penalty: 5762.298828
	Iteration 53Q: 3 clusters Score -1.25887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109476 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -12588709.000000 Penalty: 5762.298828
	Iteration 54Q: 3 clusters Score -1.258871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109477 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -12588709.000000 Penalty: 5762.298828
	Iteration 55Q: 3 clusters Score -1.258871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109477 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -12588709.000000 Penalty: 5762.298828
	Iteration 56F: 3 clusters Score -1.258871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Entering Unmasked Estep 
Score: -251310.640625 Penalty: 1921.938843
	Iteration 0F: 2 clusters Score -251310.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -248448.203125 Penalty: 3843.877686
	Iteration 0F: 3 clusters Score -248448.2 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -248961.421875 Penalty: 3843.877686
	Iteration 1F: 3 clusters Score -248961.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -249090.531250 Penalty: 3843.877686
	Iteration 2F: 3 clusters Score -249090.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -249166.000000 Penalty: 3843.877686
	Iteration 3Q: 3 clusters Score -249166 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -249213.515625 Penalty: 3843.877686
	Iteration 4Q: 3 clusters Score -249213.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -249266.156250 Penalty: 3843.877686
	Iteration 5Q: 3 clusters Score -249266.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -249304.484375 Penalty: 3843.877686
	Iteration 6Q: 3 clusters Score -249304.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -249327.296875 Penalty: 3843.877686
	Iteration 7Q: 3 clusters Score -249327.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -249339.765625 Penalty: 3843.877686
	Iteration 8Q: 3 clusters Score -249339.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -249352.578125 Penalty: 3843.877686
	Iteration 9Q: 3 clusters Score -249352.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -249357.843750 Penalty: 3843.877686
	Iteration 10Q: 3 clusters Score -249357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -249362.875000 Penalty: 3843.877686
	Iteration 11Q: 3 clusters Score -249362.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -249367.984375 Penalty: 3843.877686
	Iteration 12Q: 3 clusters Score -249368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -249377.390625 Penalty: 3843.877686
	Iteration 13Q: 3 clusters Score -249377.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -249385.500000 Penalty: 3843.877686
	Iteration 14Q: 3 clusters Score -249385.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -249390.984375 Penalty: 3843.877686
	Iteration 15Q: 3 clusters Score -249391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -249393.781250 Penalty: 3843.877686
	Iteration 16Q: 3 clusters Score -249393.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -249395.390625 Penalty: 3843.877686
	Iteration 17Q: 3 clusters Score -249395.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -249397.218750 Penalty: 3843.877686
	Iteration 18Q: 3 clusters Score -249397.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -249399.375000 Penalty: 3843.877686
	Iteration 19Q: 3 clusters Score -249399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -249400.343750 Penalty: 3843.877686
	Iteration 20F: 3 clusters Score -249400.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Entering Unmasked Estep 
Score: -1251389.125000 Penalty: 2311.959717
	Iteration 0F: 2 clusters Score -1251389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1242996.625000 Penalty: 4623.919434
	Iteration 0F: 3 clusters Score -1242997 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1245414.000000 Penalty: 4623.919434
	Iteration 1F: 3 clusters Score -1245414 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1245704.625000 Penalty: 4623.919434
	Iteration 2F: 3 clusters Score -1245705 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1245961.500000 Penalty: 4623.919434
	Iteration 3Q: 3 clusters Score -1245962 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1246218.250000 Penalty: 4623.919434
	Iteration 4Q: 3 clusters Score -1246218 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1246452.875000 Penalty: 4623.919434
	Iteration 5Q: 3 clusters Score -1246453 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1246650.250000 Penalty: 4623.919434
	Iteration 6Q: 3 clusters Score -1246650 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1246822.875000 Penalty: 4623.919434
	Iteration 7Q: 3 clusters Score -1246823 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1246999.875000 Penalty: 4623.919434
	Iteration 8Q: 3 clusters Score -1247000 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1247203.000000 Penalty: 4623.919434
	Iteration 9Q: 3 clusters Score -1247203 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1247442.625000 Penalty: 4623.919434
	Iteration 10Q: 3 clusters Score -1247443 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1247738.375000 Penalty: 4623.919434
	Iteration 11Q: 3 clusters Score -1247738 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1248034.500000 Penalty: 4623.919434
	Iteration 12Q: 3 clusters Score -1248034 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1248295.875000 Penalty: 4623.919434
	Iteration 13Q: 3 clusters Score -1248296 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1248544.125000 Penalty: 4623.919434
	Iteration 14Q: 3 clusters Score -1248544 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1248762.375000 Penalty: 4623.919434
	Iteration 15Q: 3 clusters Score -1248762 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1248920.875000 Penalty: 4623.919434
	Iteration 16Q: 3 clusters Score -1248921 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1249053.250000 Penalty: 4623.919434
	Iteration 17Q: 3 clusters Score -1249053 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1249170.250000 Penalty: 4623.919434
	Iteration 18Q: 3 clusters Score -1249170 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1249273.875000 Penalty: 4623.919434
	Iteration 19Q: 3 clusters Score -1249274 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1249350.125000 Penalty: 4623.919434
	Iteration 20F: 3 clusters Score -1249350 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1249404.125000 Penalty: 4623.919434
	Iteration 21Q: 3 clusters Score -1249404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1249467.500000 Penalty: 4623.919434
	Iteration 22Q: 3 clusters Score -1249468 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1249526.875000 Penalty: 4623.919434
	Iteration 23Q: 3 clusters Score -1249527 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1249577.375000 Penalty: 4623.919434
	Iteration 24Q: 3 clusters Score -1249577 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1249616.875000 Penalty: 4623.919434
	Iteration 25Q: 3 clusters Score -1249617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1249642.000000 Penalty: 4623.919434
	Iteration 26Q: 3 clusters Score -1249642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1249658.000000 Penalty: 4623.919434
	Iteration 27Q: 3 clusters Score -1249658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1249666.500000 Penalty: 4623.919434
	Iteration 28Q: 3 clusters Score -1249666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1249675.500000 Penalty: 4623.919434
	Iteration 29Q: 3 clusters Score -1249676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1249685.500000 Penalty: 4623.919434
	Iteration 30Q: 3 clusters Score -1249686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1249695.000000 Penalty: 4623.919434
	Iteration 31Q: 3 clusters Score -1249695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1249703.125000 Penalty: 4623.919434
	Iteration 32Q: 3 clusters Score -1249703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1249707.375000 Penalty: 4623.919434
	Iteration 33Q: 3 clusters Score -1249707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1249714.750000 Penalty: 4623.919434
	Iteration 34Q: 3 clusters Score -1249715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1249721.250000 Penalty: 4623.919434
	Iteration 35Q: 3 clusters Score -1249721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1249722.250000 Penalty: 4623.919434
	Iteration 36Q: 3 clusters Score -1249722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1249720.875000 Penalty: 4623.919434
	Iteration 37Q: 3 clusters Score -1249721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1249723.125000 Penalty: 4623.919434
	Iteration 38Q: 3 clusters Score -1249723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1249724.000000 Penalty: 4623.919434
	Iteration 39Q: 3 clusters Score -1249724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1249724.000000 Penalty: 4623.919434
	Iteration 40F: 3 clusters Score -1249724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (321186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321186 members 
Entering Unmasked Estep 
Score: -35484616.000000 Penalty: 3144.584229
	Iteration 0F: 2 clusters Score -3.548462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160673 members 
Mstep: Class 2 contains 160513 members 
Entering Unmasked Estep 
Score: -35303020.000000 Penalty: 6289.168457
	Iteration 0F: 3 clusters Score -3.530302e+07 nChanged 155259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161892 members 
Mstep: Class 2 contains 159294 members 
Entering Unmasked Estep 
Score: -35395196.000000 Penalty: 6289.168457
	Iteration 1F: 3 clusters Score -3.53952e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163414 members 
Mstep: Class 2 contains 157772 members 
Entering Unmasked Estep 
Score: -35396360.000000 Penalty: 6289.168457
	Iteration 2Q: 3 clusters Score -3.539636e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165681 members 
Mstep: Class 2 contains 155505 members 
Entering Unmasked Estep 
Score: -35397596.000000 Penalty: 6289.168457
	Iteration 3Q: 3 clusters Score -3.53976e+07 nChanged 8459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169280 members 
Mstep: Class 2 contains 151906 members 
Entering Unmasked Estep 
Score: -35399596.000000 Penalty: 6289.168457
	Iteration 4Q: 3 clusters Score -3.53996e+07 nChanged 9902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174764 members 
Mstep: Class 2 contains 146422 members 
Entering Unmasked Estep 
Score: -35402252.000000 Penalty: 6289.168457
	Iteration 5Q: 3 clusters Score -3.540225e+07 nChanged 11981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182789 members 
Mstep: Class 2 contains 138397 members 
Entering Unmasked Estep 
Score: -35407048.000000 Penalty: 6289.168457
	Iteration 6Q: 3 clusters Score -3.540705e+07 nChanged 14533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194160 members 
Mstep: Class 2 contains 127026 members 
Entering Unmasked Estep 
Score: -35413700.000000 Penalty: 6289.168457
	Iteration 7Q: 3 clusters Score -3.54137e+07 nChanged 18009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209713 members 
Mstep: Class 2 contains 111473 members 
Entering Unmasked Estep 
Score: -35424012.000000 Penalty: 6289.168457
	Iteration 8F: 3 clusters Score -3.542401e+07 nChanged 21025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228838 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -35439056.000000 Penalty: 6289.168457
	Iteration 9F: 3 clusters Score -3.543906e+07 nChanged 21631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248821 members 
Mstep: Class 2 contains 72365 members 
Entering Unmasked Estep 
Score: -35455880.000000 Penalty: 6289.168457
	Iteration 10F: 3 clusters Score -3.545588e+07 nChanged 19093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266380 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -35469568.000000 Penalty: 6289.168457
	Iteration 11F: 3 clusters Score -3.546957e+07 nChanged 14384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279320 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -35479248.000000 Penalty: 6289.168457
	Iteration 12Q: 3 clusters Score -3.547925e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288800 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -35486172.000000 Penalty: 6289.168457
	Iteration 13Q: 3 clusters Score -3.548617e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295980 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -35488772.000000 Penalty: 6289.168457
	Iteration 14Q: 3 clusters Score -3.548877e+07 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301234 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -35490288.000000 Penalty: 6289.168457
	Iteration 15Q: 3 clusters Score -3.549029e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305300 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -35490416.000000 Penalty: 6289.168457
	Iteration 16Q: 3 clusters Score -3.549042e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308455 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -35489936.000000 Penalty: 6289.168457
	Iteration 17Q: 3 clusters Score -3.548994e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310929 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -35488740.000000 Penalty: 6289.168457
	Iteration 18Q: 3 clusters Score -3.548874e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312845 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -35487844.000000 Penalty: 6289.168457
	Iteration 19Q: 3 clusters Score -3.548784e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314271 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -35486976.000000 Penalty: 6289.168457
	Iteration 20F: 3 clusters Score -3.548698e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315339 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -35486324.000000 Penalty: 6289.168457
	Iteration 21Q: 3 clusters Score -3.548632e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316195 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -35485980.000000 Penalty: 6289.168457
	Iteration 22Q: 3 clusters Score -3.548598e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316824 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -35485596.000000 Penalty: 6289.168457
	Iteration 23Q: 3 clusters Score -3.54856e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317297 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -35485392.000000 Penalty: 6289.168457
	Iteration 24Q: 3 clusters Score -3.548539e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317659 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -35485140.000000 Penalty: 6289.168457
	Iteration 25Q: 3 clusters Score -3.548514e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317945 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -35484936.000000 Penalty: 6289.168457
	Iteration 26Q: 3 clusters Score -3.548494e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318215 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -35484784.000000 Penalty: 6289.168457
	Iteration 27Q: 3 clusters Score -3.548478e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318407 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -35484684.000000 Penalty: 6289.168457
	Iteration 28Q: 3 clusters Score -3.548468e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318558 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -35484644.000000 Penalty: 6289.168457
	Iteration 29Q: 3 clusters Score -3.548464e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318679 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -35484576.000000 Penalty: 6289.168457
	Iteration 30Q: 3 clusters Score -3.548458e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318777 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -35484436.000000 Penalty: 6289.168457
	Iteration 31Q: 3 clusters Score -3.548444e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318856 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -35484344.000000 Penalty: 6289.168457
	Iteration 32Q: 3 clusters Score -3.548434e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318931 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -35484240.000000 Penalty: 6289.168457
	Iteration 33Q: 3 clusters Score -3.548424e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318999 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -35484188.000000 Penalty: 6289.168457
	Iteration 34Q: 3 clusters Score -3.548419e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319067 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -35484136.000000 Penalty: 6289.168457
	Iteration 35Q: 3 clusters Score -3.548414e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319130 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -35484104.000000 Penalty: 6289.168457
	Iteration 36Q: 3 clusters Score -3.54841e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319172 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -35484080.000000 Penalty: 6289.168457
	Iteration 37Q: 3 clusters Score -3.548408e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319201 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -35484020.000000 Penalty: 6289.168457
	Iteration 38Q: 3 clusters Score -3.548402e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319221 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -35483992.000000 Penalty: 6289.168457
	Iteration 39Q: 3 clusters Score -3.548399e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319240 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -35484012.000000 Penalty: 6289.168457
	Iteration 40F: 3 clusters Score -3.548401e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319264 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -35483968.000000 Penalty: 6289.168457
	Iteration 41Q: 3 clusters Score -3.548397e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319294 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -35483932.000000 Penalty: 6289.168457
	Iteration 42Q: 3 clusters Score -3.548393e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319319 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -35483920.000000 Penalty: 6289.168457
	Iteration 43Q: 3 clusters Score -3.548392e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319341 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -35483924.000000 Penalty: 6289.168457
	Iteration 44Q: 3 clusters Score -3.548392e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319365 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -35483880.000000 Penalty: 6289.168457
	Iteration 45Q: 3 clusters Score -3.548388e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319385 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -35483868.000000 Penalty: 6289.168457
	Iteration 46Q: 3 clusters Score -3.548387e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319402 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -35483880.000000 Penalty: 6289.168457
	Iteration 47Q: 3 clusters Score -3.548388e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319424 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -35483908.000000 Penalty: 6289.168457
	Iteration 48Q: 3 clusters Score -3.548391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319440 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -35483908.000000 Penalty: 6289.168457
	Iteration 49Q: 3 clusters Score -3.548391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319452 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -35483892.000000 Penalty: 6289.168457
	Iteration 50Q: 3 clusters Score -3.548389e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319460 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -35483864.000000 Penalty: 6289.168457
	Iteration 51Q: 3 clusters Score -3.548386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319470 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -35483860.000000 Penalty: 6289.168457
	Iteration 52Q: 3 clusters Score -3.548386e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319478 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -35483856.000000 Penalty: 6289.168457
	Iteration 53Q: 3 clusters Score -3.548386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319488 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -35483868.000000 Penalty: 6289.168457
	Iteration 54Q: 3 clusters Score -3.548387e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319497 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -35483844.000000 Penalty: 6289.168457
	Iteration 55Q: 3 clusters Score -3.548384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319510 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -35483848.000000 Penalty: 6289.168457
	Iteration 56Q: 3 clusters Score -3.548385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319516 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -35483836.000000 Penalty: 6289.168457
	Iteration 57Q: 3 clusters Score -3.548384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319523 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -35483840.000000 Penalty: 6289.168457
	Iteration 58Q: 3 clusters Score -3.548384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319530 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -35483824.000000 Penalty: 6289.168457
	Iteration 59Q: 3 clusters Score -3.548382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319539 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -35483820.000000 Penalty: 6289.168457
	Iteration 60F: 3 clusters Score -3.548382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319545 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -35483840.000000 Penalty: 6289.168457
	Iteration 61Q: 3 clusters Score -3.548384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319547 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -35483824.000000 Penalty: 6289.168457
	Iteration 62Q: 3 clusters Score -3.548382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319552 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -35483808.000000 Penalty: 6289.168457
	Iteration 63Q: 3 clusters Score -3.548381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319553 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -35483824.000000 Penalty: 6289.168457
	Iteration 64Q: 3 clusters Score -3.548382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319558 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -35483800.000000 Penalty: 6289.168457
	Iteration 65Q: 3 clusters Score -3.54838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319562 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -35483800.000000 Penalty: 6289.168457
	Iteration 66Q: 3 clusters Score -3.54838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319564 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -35483808.000000 Penalty: 6289.168457
	Iteration 67Q: 3 clusters Score -3.548381e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319566 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -35483796.000000 Penalty: 6289.168457
	Iteration 68Q: 3 clusters Score -3.54838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319569 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -35483804.000000 Penalty: 6289.168457
	Iteration 69Q: 3 clusters Score -3.54838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319570 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -35483792.000000 Penalty: 6289.168457
	Iteration 70Q: 3 clusters Score -3.548379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319573 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -35483768.000000 Penalty: 6289.168457
	Iteration 71Q: 3 clusters Score -3.548377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319574 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -35483792.000000 Penalty: 6289.168457
	Iteration 72Q: 3 clusters Score -3.548379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319575 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -35483784.000000 Penalty: 6289.168457
	Iteration 73Q: 3 clusters Score -3.548378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319576 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -35483804.000000 Penalty: 6289.168457
	Iteration 74Q: 3 clusters Score -3.54838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319576 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -35483804.000000 Penalty: 6289.168457
	Iteration 75F: 3 clusters Score -3.54838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -24097.187500 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -24097.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22881.490234 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -22881.49 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23058.408203 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -23058.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23134.375000 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -23134.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -23165.234375 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -23165.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -23180.556641 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -23180.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -23191.271484 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -23191.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23195.000000 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -23195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23195.000000 Penalty: 2805.372070
	Iteration 7F: 3 clusters Score -23195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (27015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Entering Unmasked Estep 
Score: -3032147.000000 Penalty: 2530.628418
	Iteration 0F: 2 clusters Score -3032147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -3013515.750000 Penalty: 5061.256836
	Iteration 0F: 3 clusters Score -3013516 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3020297.250000 Penalty: 5061.256836
	Iteration 1F: 3 clusters Score -3020297 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3021009.500000 Penalty: 5061.256836
	Iteration 2F: 3 clusters Score -3021010 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -3021852.500000 Penalty: 5061.256836
	Iteration 3F: 3 clusters Score -3021852 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3023032.000000 Penalty: 5061.256836
	Iteration 4F: 3 clusters Score -3023032 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -3024398.500000 Penalty: 5061.256836
	Iteration 5F: 3 clusters Score -3024398 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -3025857.250000 Penalty: 5061.256836
	Iteration 6F: 3 clusters Score -3025857 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3027090.000000 Penalty: 5061.256836
	Iteration 7F: 3 clusters Score -3027090 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -3027945.750000 Penalty: 5061.256836
	Iteration 8F: 3 clusters Score -3027946 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -3028464.000000 Penalty: 5061.256836
	Iteration 9Q: 3 clusters Score -3028464 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -3028872.250000 Penalty: 5061.256836
	Iteration 10Q: 3 clusters Score -3028872 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3029216.250000 Penalty: 5061.256836
	Iteration 11Q: 3 clusters Score -3029216 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3029577.000000 Penalty: 5061.256836
	Iteration 12Q: 3 clusters Score -3029577 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -3029901.500000 Penalty: 5061.256836
	Iteration 13Q: 3 clusters Score -3029902 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -3030237.500000 Penalty: 5061.256836
	Iteration 14Q: 3 clusters Score -3030238 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3030523.250000 Penalty: 5061.256836
	Iteration 15Q: 3 clusters Score -3030523 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3030734.500000 Penalty: 5061.256836
	Iteration 16Q: 3 clusters Score -3030734 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -3030887.750000 Penalty: 5061.256836
	Iteration 17Q: 3 clusters Score -3030888 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -3031003.750000 Penalty: 5061.256836
	Iteration 18Q: 3 clusters Score -3031004 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3031066.250000 Penalty: 5061.256836
	Iteration 19Q: 3 clusters Score -3031066 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3031122.000000 Penalty: 5061.256836
	Iteration 20F: 3 clusters Score -3031122 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -3031159.750000 Penalty: 5061.256836
	Iteration 21Q: 3 clusters Score -3031160 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3031175.500000 Penalty: 5061.256836
	Iteration 22Q: 3 clusters Score -3031176 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3031188.250000 Penalty: 5061.256836
	Iteration 23Q: 3 clusters Score -3031188 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -3031204.750000 Penalty: 5061.256836
	Iteration 24Q: 3 clusters Score -3031205 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -3031221.750000 Penalty: 5061.256836
	Iteration 25Q: 3 clusters Score -3031222 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3031233.250000 Penalty: 5061.256836
	Iteration 26Q: 3 clusters Score -3031233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3031238.500000 Penalty: 5061.256836
	Iteration 27Q: 3 clusters Score -3031238 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -3031244.000000 Penalty: 5061.256836
	Iteration 28Q: 3 clusters Score -3031244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -3031249.500000 Penalty: 5061.256836
	Iteration 29Q: 3 clusters Score -3031250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3031254.750000 Penalty: 5061.256836
	Iteration 30Q: 3 clusters Score -3031255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3031261.500000 Penalty: 5061.256836
	Iteration 31Q: 3 clusters Score -3031262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -3031272.500000 Penalty: 5061.256836
	Iteration 32Q: 3 clusters Score -3031272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3031270.500000 Penalty: 5061.256836
	Iteration 33Q: 3 clusters Score -3031270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -3031270.750000 Penalty: 5061.256836
	Iteration 34Q: 3 clusters Score -3031271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3031274.000000 Penalty: 5061.256836
	Iteration 35Q: 3 clusters Score -3031274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -3031275.000000 Penalty: 5061.256836
	Iteration 36Q: 3 clusters Score -3031275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -3031266.000000 Penalty: 5061.256836
	Iteration 37Q: 3 clusters Score -3031266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -3031266.500000 Penalty: 5061.256836
	Iteration 38Q: 3 clusters Score -3031266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3031271.000000 Penalty: 5061.256836
	Iteration 39Q: 3 clusters Score -3031271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3031269.750000 Penalty: 5061.256836
	Iteration 40F: 3 clusters Score -3031270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3031269.750000 Penalty: 5061.256836
	Iteration 41Q: 3 clusters Score -3031270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -3031269.750000 Penalty: 5061.256836
	Iteration 42Q: 3 clusters Score -3031270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3031271.750000 Penalty: 5061.256836
	Iteration 43Q: 3 clusters Score -3031272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -3031272.500000 Penalty: 5061.256836
	Iteration 44Q: 3 clusters Score -3031272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -3031272.500000 Penalty: 5061.256836
	Iteration 45F: 3 clusters Score -3031272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Entering Unmasked Estep 
Score: -253225.796875 Penalty: 1916.647217
	Iteration 0F: 2 clusters Score -253225.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -250397.906250 Penalty: 3833.294434
	Iteration 0F: 3 clusters Score -250397.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -250880.734375 Penalty: 3833.294434
	Iteration 1F: 3 clusters Score -250880.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -251018.015625 Penalty: 3833.294434
	Iteration 2F: 3 clusters Score -251018 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -251085.109375 Penalty: 3833.294434
	Iteration 3Q: 3 clusters Score -251085.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -251120.906250 Penalty: 3833.294434
	Iteration 4Q: 3 clusters Score -251120.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -251148.843750 Penalty: 3833.294434
	Iteration 5Q: 3 clusters Score -251148.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -251169.625000 Penalty: 3833.294434
	Iteration 6Q: 3 clusters Score -251169.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -251178.187500 Penalty: 3833.294434
	Iteration 7Q: 3 clusters Score -251178.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -251190.109375 Penalty: 3833.294434
	Iteration 8Q: 3 clusters Score -251190.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -251200.187500 Penalty: 3833.294434
	Iteration 9Q: 3 clusters Score -251200.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -251207.375000 Penalty: 3833.294434
	Iteration 10Q: 3 clusters Score -251207.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -251215.078125 Penalty: 3833.294434
	Iteration 11Q: 3 clusters Score -251215.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -251224.593750 Penalty: 3833.294434
	Iteration 12Q: 3 clusters Score -251224.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -251233.515625 Penalty: 3833.294434
	Iteration 13Q: 3 clusters Score -251233.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -251239.343750 Penalty: 3833.294434
	Iteration 14Q: 3 clusters Score -251239.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -251244.750000 Penalty: 3833.294434
	Iteration 15Q: 3 clusters Score -251244.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -251248.953125 Penalty: 3833.294434
	Iteration 16Q: 3 clusters Score -251249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -251252.078125 Penalty: 3833.294434
	Iteration 17Q: 3 clusters Score -251252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -251254.000000 Penalty: 3833.294434
	Iteration 18Q: 3 clusters Score -251254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -251254.468750 Penalty: 3833.294434
	Iteration 19Q: 3 clusters Score -251254.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -251254.468750 Penalty: 3833.294434
	Iteration 20F: 3 clusters Score -251254.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Entering Unmasked Estep 
Score: -5597333.500000 Penalty: 2683.518066
	Iteration 0F: 2 clusters Score -5597334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -5563633.000000 Penalty: 5367.036133
	Iteration 0F: 3 clusters Score -5563633 nChanged 22981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -5576138.500000 Penalty: 5367.036133
	Iteration 1F: 3 clusters Score -5576138 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -5576595.000000 Penalty: 5367.036133
	Iteration 2Q: 3 clusters Score -5576595 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -5577088.500000 Penalty: 5367.036133
	Iteration 3Q: 3 clusters Score -5577088 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -5577534.000000 Penalty: 5367.036133
	Iteration 4Q: 3 clusters Score -5577534 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -5578057.500000 Penalty: 5367.036133
	Iteration 5Q: 3 clusters Score -5578058 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -5578812.500000 Penalty: 5367.036133
	Iteration 6Q: 3 clusters Score -5578812 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -5579847.000000 Penalty: 5367.036133
	Iteration 7Q: 3 clusters Score -5579847 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5581317.000000 Penalty: 5367.036133
	Iteration 8F: 3 clusters Score -5581317 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -5583431.000000 Penalty: 5367.036133
	Iteration 9F: 3 clusters Score -5583431 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -5586076.500000 Penalty: 5367.036133
	Iteration 10F: 3 clusters Score -5586076 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -5588717.500000 Penalty: 5367.036133
	Iteration 11F: 3 clusters Score -5588718 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -5591051.500000 Penalty: 5367.036133
	Iteration 12Q: 3 clusters Score -5591052 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -5592639.000000 Penalty: 5367.036133
	Iteration 13Q: 3 clusters Score -5592639 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -5593583.500000 Penalty: 5367.036133
	Iteration 14Q: 3 clusters Score -5593584 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -5594198.500000 Penalty: 5367.036133
	Iteration 15Q: 3 clusters Score -5594198 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -5594565.500000 Penalty: 5367.036133
	Iteration 16Q: 3 clusters Score -5594566 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -5594800.000000 Penalty: 5367.036133
	Iteration 17Q: 3 clusters Score -5594800 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -5594942.000000 Penalty: 5367.036133
	Iteration 18Q: 3 clusters Score -5594942 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5594993.000000 Penalty: 5367.036133
	Iteration 19Q: 3 clusters Score -5594993 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5595039.500000 Penalty: 5367.036133
	Iteration 20F: 3 clusters Score -5595040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5595059.500000 Penalty: 5367.036133
	Iteration 21Q: 3 clusters Score -5595060 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5595096.000000 Penalty: 5367.036133
	Iteration 22Q: 3 clusters Score -5595096 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5595122.000000 Penalty: 5367.036133
	Iteration 23Q: 3 clusters Score -5595122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5595137.000000 Penalty: 5367.036133
	Iteration 24Q: 3 clusters Score -5595137 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5595144.000000 Penalty: 5367.036133
	Iteration 25Q: 3 clusters Score -5595144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5595155.000000 Penalty: 5367.036133
	Iteration 26Q: 3 clusters Score -5595155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5595167.000000 Penalty: 5367.036133
	Iteration 27Q: 3 clusters Score -5595167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5595181.500000 Penalty: 5367.036133
	Iteration 28Q: 3 clusters Score -5595182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5595198.500000 Penalty: 5367.036133
	Iteration 29Q: 3 clusters Score -5595198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5595204.000000 Penalty: 5367.036133
	Iteration 30Q: 3 clusters Score -5595204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5595213.500000 Penalty: 5367.036133
	Iteration 31Q: 3 clusters Score -5595214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5595212.500000 Penalty: 5367.036133
	Iteration 32Q: 3 clusters Score -5595212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5595218.000000 Penalty: 5367.036133
	Iteration 33Q: 3 clusters Score -5595218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5595210.000000 Penalty: 5367.036133
	Iteration 34Q: 3 clusters Score -5595210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5595206.000000 Penalty: 5367.036133
	Iteration 35Q: 3 clusters Score -5595206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5595209.500000 Penalty: 5367.036133
	Iteration 36Q: 3 clusters Score -5595210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5595213.500000 Penalty: 5367.036133
	Iteration 37Q: 3 clusters Score -5595214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -5595210.500000 Penalty: 5367.036133
	Iteration 38Q: 3 clusters Score -5595210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5595215.000000 Penalty: 5367.036133
	Iteration 39Q: 3 clusters Score -5595215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5595213.000000 Penalty: 5367.036133
	Iteration 40F: 3 clusters Score -5595213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5595215.500000 Penalty: 5367.036133
	Iteration 41Q: 3 clusters Score -5595216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5595215.000000 Penalty: 5367.036133
	Iteration 42Q: 3 clusters Score -5595215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5595208.500000 Penalty: 5367.036133
	Iteration 43Q: 3 clusters Score -5595208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -5595209.000000 Penalty: 5367.036133
	Iteration 44Q: 3 clusters Score -5595209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5595208.000000 Penalty: 5367.036133
	Iteration 45Q: 3 clusters Score -5595208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5595207.500000 Penalty: 5367.036133
	Iteration 46Q: 3 clusters Score -5595208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5595215.500000 Penalty: 5367.036133
	Iteration 47Q: 3 clusters Score -5595216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5595213.500000 Penalty: 5367.036133
	Iteration 48Q: 3 clusters Score -5595214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5595213.000000 Penalty: 5367.036133
	Iteration 49Q: 3 clusters Score -5595213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5595220.000000 Penalty: 5367.036133
	Iteration 50Q: 3 clusters Score -5595220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5595222.000000 Penalty: 5367.036133
	Iteration 51Q: 3 clusters Score -5595222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5595219.500000 Penalty: 5367.036133
	Iteration 52Q: 3 clusters Score -5595220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5595214.500000 Penalty: 5367.036133
	Iteration 53Q: 3 clusters Score -5595214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5595222.500000 Penalty: 5367.036133
	Iteration 54Q: 3 clusters Score -5595222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5595220.500000 Penalty: 5367.036133
	Iteration 55Q: 3 clusters Score -5595220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5595224.500000 Penalty: 5367.036133
	Iteration 56Q: 3 clusters Score -5595224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5595224.500000 Penalty: 5367.036133
	Iteration 57F: 3 clusters Score -5595224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Entering Unmasked Estep 
Score: -747557.312500 Penalty: 2188.556641
	Iteration 0F: 2 clusters Score -747557.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -741872.000000 Penalty: 4377.113281
	Iteration 0F: 3 clusters Score -741872 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -743324.437500 Penalty: 4377.113281
	Iteration 1F: 3 clusters Score -743324.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -743565.562500 Penalty: 4377.113281
	Iteration 2F: 3 clusters Score -743565.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -743692.500000 Penalty: 4377.113281
	Iteration 3Q: 3 clusters Score -743692.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -743787.437500 Penalty: 4377.113281
	Iteration 4Q: 3 clusters Score -743787.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -743849.312500 Penalty: 4377.113281
	Iteration 5Q: 3 clusters Score -743849.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -743902.187500 Penalty: 4377.113281
	Iteration 6Q: 3 clusters Score -743902.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -743955.062500 Penalty: 4377.113281
	Iteration 7Q: 3 clusters Score -743955.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -743999.500000 Penalty: 4377.113281
	Iteration 8Q: 3 clusters Score -743999.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -744050.500000 Penalty: 4377.113281
	Iteration 9Q: 3 clusters Score -744050.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -744113.125000 Penalty: 4377.113281
	Iteration 10Q: 3 clusters Score -744113.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -744192.312500 Penalty: 4377.113281
	Iteration 11Q: 3 clusters Score -744192.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -744271.812500 Penalty: 4377.113281
	Iteration 12Q: 3 clusters Score -744271.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -744361.687500 Penalty: 4377.113281
	Iteration 13Q: 3 clusters Score -744361.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -744464.437500 Penalty: 4377.113281
	Iteration 14Q: 3 clusters Score -744464.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -744593.062500 Penalty: 4377.113281
	Iteration 15Q: 3 clusters Score -744593.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -744728.625000 Penalty: 4377.113281
	Iteration 16Q: 3 clusters Score -744728.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -744870.375000 Penalty: 4377.113281
	Iteration 17Q: 3 clusters Score -744870.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -745012.687500 Penalty: 4377.113281
	Iteration 18Q: 3 clusters Score -745012.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -745143.625000 Penalty: 4377.113281
	Iteration 19Q: 3 clusters Score -745143.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -745265.312500 Penalty: 4377.113281
	Iteration 20F: 3 clusters Score -745265.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -745365.125000 Penalty: 4377.113281
	Iteration 21Q: 3 clusters Score -745365.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -745430.312500 Penalty: 4377.113281
	Iteration 22Q: 3 clusters Score -745430.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -745473.500000 Penalty: 4377.113281
	Iteration 23Q: 3 clusters Score -745473.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -745502.937500 Penalty: 4377.113281
	Iteration 24Q: 3 clusters Score -745502.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -745523.437500 Penalty: 4377.113281
	Iteration 25Q: 3 clusters Score -745523.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -745533.562500 Penalty: 4377.113281
	Iteration 26Q: 3 clusters Score -745533.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -745540.437500 Penalty: 4377.113281
	Iteration 27Q: 3 clusters Score -745540.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -745551.062500 Penalty: 4377.113281
	Iteration 28Q: 3 clusters Score -745551.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -745567.437500 Penalty: 4377.113281
	Iteration 29Q: 3 clusters Score -745567.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -745579.000000 Penalty: 4377.113281
	Iteration 30Q: 3 clusters Score -745579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -745588.375000 Penalty: 4377.113281
	Iteration 31Q: 3 clusters Score -745588.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -745594.312500 Penalty: 4377.113281
	Iteration 32Q: 3 clusters Score -745594.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -745600.500000 Penalty: 4377.113281
	Iteration 33Q: 3 clusters Score -745600.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -745604.812500 Penalty: 4377.113281
	Iteration 34Q: 3 clusters Score -745604.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -745606.250000 Penalty: 4377.113281
	Iteration 35Q: 3 clusters Score -745606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -745608.375000 Penalty: 4377.113281
	Iteration 36Q: 3 clusters Score -745608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -745610.437500 Penalty: 4377.113281
	Iteration 37Q: 3 clusters Score -745610.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -745612.062500 Penalty: 4377.113281
	Iteration 38Q: 3 clusters Score -745612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -745611.625000 Penalty: 4377.113281
	Iteration 39Q: 3 clusters Score -745611.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -745613.125000 Penalty: 4377.113281
	Iteration 40F: 3 clusters Score -745613.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -745612.687500 Penalty: 4377.113281
	Iteration 41Q: 3 clusters Score -745612.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -745613.812500 Penalty: 4377.113281
	Iteration 42Q: 3 clusters Score -745613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -745613.812500 Penalty: 4377.113281
	Iteration 43F: 3 clusters Score -745613.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (81868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81868 members 
Entering Unmasked Estep 
Score: -9267532.000000 Penalty: 2805.590088
	Iteration 0F: 2 clusters Score -9267532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -9212474.000000 Penalty: 5611.180176
	Iteration 0F: 3 clusters Score -9212474 nChanged 38549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -9234735.000000 Penalty: 5611.180176
	Iteration 1F: 3 clusters Score -9234735 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -9235694.000000 Penalty: 5611.180176
	Iteration 2Q: 3 clusters Score -9235694 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -9237024.000000 Penalty: 5611.180176
	Iteration 3Q: 3 clusters Score -9237024 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -9238685.000000 Penalty: 5611.180176
	Iteration 4Q: 3 clusters Score -9238685 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -9240930.000000 Penalty: 5611.180176
	Iteration 5Q: 3 clusters Score -9240930 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 57132 members 
Entering Unmasked Estep 
Score: -9244081.000000 Penalty: 5611.180176
	Iteration 6F: 3 clusters Score -9244081 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -9248366.000000 Penalty: 5611.180176
	Iteration 7F: 3 clusters Score -9248366 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 68466 members 
Entering Unmasked Estep 
Score: -9253548.000000 Penalty: 5611.180176
	Iteration 8F: 3 clusters Score -9253548 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 73661 members 
Entering Unmasked Estep 
Score: -9258312.000000 Penalty: 5611.180176
	Iteration 9F: 3 clusters Score -9258312 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -9261528.000000 Penalty: 5611.180176
	Iteration 10Q: 3 clusters Score -9261528 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -9263493.000000 Penalty: 5611.180176
	Iteration 11Q: 3 clusters Score -9263493 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 80319 members 
Entering Unmasked Estep 
Score: -9264381.000000 Penalty: 5611.180176
	Iteration 12Q: 3 clusters Score -9264381 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -9264809.000000 Penalty: 5611.180176
	Iteration 13Q: 3 clusters Score -9264809 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -9265023.000000 Penalty: 5611.180176
	Iteration 14Q: 3 clusters Score -9265023 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -9265160.000000 Penalty: 5611.180176
	Iteration 15Q: 3 clusters Score -9265160 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 81071 members 
Entering Unmasked Estep 
Score: -9265212.000000 Penalty: 5611.180176
	Iteration 16Q: 3 clusters Score -9265212 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 81102 members 
Entering Unmasked Estep 
Score: -9265245.000000 Penalty: 5611.180176
	Iteration 17Q: 3 clusters Score -9265245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 81122 members 
Entering Unmasked Estep 
Score: -9265292.000000 Penalty: 5611.180176
	Iteration 18Q: 3 clusters Score -9265292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 81139 members 
Entering Unmasked Estep 
Score: -9265320.000000 Penalty: 5611.180176
	Iteration 19Q: 3 clusters Score -9265320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 81153 members 
Entering Unmasked Estep 
Score: -9265338.000000 Penalty: 5611.180176
	Iteration 20F: 3 clusters Score -9265338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -9265358.000000 Penalty: 5611.180176
	Iteration 21Q: 3 clusters Score -9265358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -9265363.000000 Penalty: 5611.180176
	Iteration 22Q: 3 clusters Score -9265363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 81173 members 
Entering Unmasked Estep 
Score: -9265355.000000 Penalty: 5611.180176
	Iteration 23Q: 3 clusters Score -9265355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 81173 members 
Entering Unmasked Estep 
Score: -9265361.000000 Penalty: 5611.180176
	Iteration 24Q: 3 clusters Score -9265361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
Score: -9265365.000000 Penalty: 5611.180176
	Iteration 25Q: 3 clusters Score -9265365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
Score: -9265365.000000 Penalty: 5611.180176
	Iteration 26F: 3 clusters Score -9265365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -101621.203125 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -101621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -99659.257812 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -99659.26 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -100154.234375 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -100154.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -100399.140625 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -100399.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -100559.835938 Penalty: 3455.615723
	Iteration 3F: 3 clusters Score -100559.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -100676.234375 Penalty: 3455.615723
	Iteration 4F: 3 clusters Score -100676.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -100773.062500 Penalty: 3455.615723
	Iteration 5Q: 3 clusters Score -100773.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -100851.523438 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -100851.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -100914.375000 Penalty: 3455.615723
	Iteration 7Q: 3 clusters Score -100914.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -100975.117188 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -100975.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -101050.062500 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -101050.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -101089.335938 Penalty: 3455.615723
	Iteration 10Q: 3 clusters Score -101089.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -101117.523438 Penalty: 3455.615723
	Iteration 11Q: 3 clusters Score -101117.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -101151.992188 Penalty: 3455.615723
	Iteration 12Q: 3 clusters Score -101152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -101207.312500 Penalty: 3455.615723
	Iteration 13Q: 3 clusters Score -101207.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -101276.375000 Penalty: 3455.615723
	Iteration 14Q: 3 clusters Score -101276.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -101344.742188 Penalty: 3455.615723
	Iteration 15Q: 3 clusters Score -101344.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -101400.828125 Penalty: 3455.615723
	Iteration 16Q: 3 clusters Score -101400.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -101469.093750 Penalty: 3455.615723
	Iteration 17Q: 3 clusters Score -101469.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -101570.500000 Penalty: 3455.615723
	Iteration 18Q: 3 clusters Score -101570.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -101606.898438 Penalty: 3455.615723
	Iteration 19Q: 3 clusters Score -101606.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -101619.359375 Penalty: 3455.615723
	Iteration 20F: 3 clusters Score -101619.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -101634.132812 Penalty: 3455.615723
	Iteration 21Q: 3 clusters Score -101634.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -101655.812500 Penalty: 3455.615723
	Iteration 22Q: 3 clusters Score -101655.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -101673.515625 Penalty: 3455.615723
	Iteration 23Q: 3 clusters Score -101673.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -101687.429688 Penalty: 3455.615723
	Iteration 24Q: 3 clusters Score -101687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -101695.968750 Penalty: 3455.615723
	Iteration 25Q: 3 clusters Score -101696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -101700.640625 Penalty: 3455.615723
	Iteration 26Q: 3 clusters Score -101700.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -101711.382812 Penalty: 3455.615723
	Iteration 27Q: 3 clusters Score -101711.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -101729.000000 Penalty: 3455.615723
	Iteration 28Q: 3 clusters Score -101729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -101748.593750 Penalty: 3455.615723
	Iteration 29Q: 3 clusters Score -101748.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -101763.976562 Penalty: 3455.615723
	Iteration 30Q: 3 clusters Score -101764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -101784.578125 Penalty: 3455.615723
	Iteration 31Q: 3 clusters Score -101784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -101805.414062 Penalty: 3455.615723
	Iteration 32Q: 3 clusters Score -101805.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -101828.421875 Penalty: 3455.615723
	Iteration 33Q: 3 clusters Score -101828.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -101850.023438 Penalty: 3455.615723
	Iteration 34Q: 3 clusters Score -101850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -101886.539062 Penalty: 3455.615723
	Iteration 35Q: 3 clusters Score -101886.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -101905.742188 Penalty: 3455.615723
	Iteration 36Q: 3 clusters Score -101905.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -101929.250000 Penalty: 3455.615723
	Iteration 37Q: 3 clusters Score -101929.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -102001.828125 Penalty: 3455.615723
	Iteration 38Q: 3 clusters Score -102001.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -102162.921875 Penalty: 3455.615723
	Iteration 39Q: 3 clusters Score -102162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -102195.109375 Penalty: 3455.615723
	Iteration 40F: 3 clusters Score -102195.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -102206.179688 Penalty: 3455.615723
	Iteration 41Q: 3 clusters Score -102206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -102206.179688 Penalty: 3455.615723
	Iteration 42F: 3 clusters Score -102206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26133 members 
Mstep: Class 5 contains 169201 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39342 members 
Mstep: Class 8 contains 31831 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111028 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321186 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27015 members 
Mstep: Class 16 contains 2272 members 
Mstep: Class 17 contains 50043 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 81868 members 
Mstep: Class 20 contains 329 members 
Mstep: Class 21 contains 4167 members 
Mstep: Class 22 contains 732 members 
Entering Unmasked Estep 
Score: -98007904.000000 Penalty: 74808.710938
Splitting cluster 20 changes total score from -98009000.000000 to -98007904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (4167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Entering Unmasked Estep 
Score: -442733.031250 Penalty: 2067.067871
	Iteration 0F: 2 clusters Score -442733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -438789.187500 Penalty: 4134.135742
	Iteration 0F: 3 clusters Score -438789.2 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -439700.968750 Penalty: 4134.135742
	Iteration 1F: 3 clusters Score -439701 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -440002.625000 Penalty: 4134.135742
	Iteration 2F: 3 clusters Score -440002.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -440269.281250 Penalty: 4134.135742
	Iteration 3F: 3 clusters Score -440269.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -440486.406250 Penalty: 4134.135742
	Iteration 4F: 3 clusters Score -440486.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -440685.718750 Penalty: 4134.135742
	Iteration 5F: 3 clusters Score -440685.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -440865.125000 Penalty: 4134.135742
	Iteration 6F: 3 clusters Score -440865.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -441008.343750 Penalty: 4134.135742
	Iteration 7Q: 3 clusters Score -441008.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -441119.250000 Penalty: 4134.135742
	Iteration 8Q: 3 clusters Score -441119.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -441198.062500 Penalty: 4134.135742
	Iteration 9Q: 3 clusters Score -441198.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -441261.281250 Penalty: 4134.135742
	Iteration 10Q: 3 clusters Score -441261.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -441318.093750 Penalty: 4134.135742
	Iteration 11Q: 3 clusters Score -441318.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -441349.187500 Penalty: 4134.135742
	Iteration 12Q: 3 clusters Score -441349.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -441368.593750 Penalty: 4134.135742
	Iteration 13Q: 3 clusters Score -441368.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -441382.125000 Penalty: 4134.135742
	Iteration 14Q: 3 clusters Score -441382.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -441390.750000 Penalty: 4134.135742
	Iteration 15Q: 3 clusters Score -441390.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -441398.781250 Penalty: 4134.135742
	Iteration 16Q: 3 clusters Score -441398.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -441408.250000 Penalty: 4134.135742
	Iteration 17Q: 3 clusters Score -441408.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -441413.156250 Penalty: 4134.135742
	Iteration 18Q: 3 clusters Score -441413.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -441416.875000 Penalty: 4134.135742
	Iteration 19Q: 3 clusters Score -441416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -441418.906250 Penalty: 4134.135742
	Iteration 20F: 3 clusters Score -441418.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -441421.187500 Penalty: 4134.135742
	Iteration 21Q: 3 clusters Score -441421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -441422.250000 Penalty: 4134.135742
	Iteration 22Q: 3 clusters Score -441422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -441422.875000 Penalty: 4134.135742
	Iteration 23Q: 3 clusters Score -441422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -441422.843750 Penalty: 4134.135742
	Iteration 24Q: 3 clusters Score -441422.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -441424.187500 Penalty: 4134.135742
	Iteration 25Q: 3 clusters Score -441424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -441424.187500 Penalty: 4134.135742
	Iteration 26F: 3 clusters Score -441424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26133 members 
Mstep: Class 5 contains 169201 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39342 members 
Mstep: Class 8 contains 31831 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111028 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321186 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27015 members 
Mstep: Class 16 contains 2272 members 
Mstep: Class 17 contains 50043 members 
Mstep: Class 18 contains 6801 members 
Mstep: Class 19 contains 81868 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009024.000000 Penalty: 71408.312500
Iteration 199Q: 22 clusters Score -9.800902e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26132 members 
Mstep: Class 5 contains 169188 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39344 members 
Mstep: Class 8 contains 31831 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111030 members 
Mstep: Class 11 contains 2331 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321163 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27014 members 
Mstep: Class 16 contains 2278 members 
Mstep: Class 17 contains 50045 members 
Mstep: Class 18 contains 6802 members 
Mstep: Class 19 contains 81866 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009144.000000 Penalty: 71408.312500
Iteration 200F: 22 clusters Score -9.800914e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26132 members 
Mstep: Class 5 contains 169168 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39347 members 
Mstep: Class 8 contains 31836 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111027 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321151 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27015 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 17 contains 50042 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 81862 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009240.000000 Penalty: 71408.312500
Iteration 201Q: 22 clusters Score -9.800924e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26132 members 
Mstep: Class 5 contains 169156 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39346 members 
Mstep: Class 8 contains 31840 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111022 members 
Mstep: Class 11 contains 2349 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321143 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27015 members 
Mstep: Class 16 contains 2266 members 
Mstep: Class 17 contains 50039 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81864 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009184.000000 Penalty: 71408.312500
Iteration 202Q: 22 clusters Score -9.800918e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3371 members 
Mstep: Class 4 contains 26131 members 
Mstep: Class 5 contains 169144 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39360 members 
Mstep: Class 8 contains 31842 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111025 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321134 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27013 members 
Mstep: Class 16 contains 2257 members 
Mstep: Class 17 contains 50037 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81864 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009112.000000 Penalty: 71408.312500
Iteration 203Q: 22 clusters Score -9.800911e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 26131 members 
Mstep: Class 5 contains 169133 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39366 members 
Mstep: Class 8 contains 31844 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 111025 members 
Mstep: Class 11 contains 2356 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321133 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27011 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 50035 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81863 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009072.000000 Penalty: 71408.312500
Iteration 204Q: 22 clusters Score -9.800907e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 26131 members 
Mstep: Class 5 contains 169114 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39367 members 
Mstep: Class 8 contains 31845 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111030 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321136 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 50030 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81863 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009088.000000 Penalty: 71408.312500
Iteration 205Q: 22 clusters Score -9.800909e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 26129 members 
Mstep: Class 5 contains 169103 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39372 members 
Mstep: Class 8 contains 31843 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111035 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321133 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 50030 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81866 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009248.000000 Penalty: 71408.312500
Iteration 206Q: 22 clusters Score -9.800925e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 169101 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39376 members 
Mstep: Class 8 contains 31842 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111039 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 321130 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27009 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 50033 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81859 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009200.000000 Penalty: 71408.312500
Iteration 207Q: 22 clusters Score -9.80092e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 169091 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39376 members 
Mstep: Class 8 contains 31845 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111043 members 
Mstep: Class 11 contains 2361 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 321129 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27008 members 
Mstep: Class 16 contains 2245 members 
Mstep: Class 17 contains 50032 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81859 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009280.000000 Penalty: 71408.312500
Iteration 208Q: 22 clusters Score -9.800928e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 169081 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39373 members 
Mstep: Class 8 contains 31844 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111053 members 
Mstep: Class 11 contains 2357 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 321133 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27008 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 50032 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81859 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009288.000000 Penalty: 71408.312500
Iteration 209Q: 22 clusters Score -9.800929e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 169065 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39378 members 
Mstep: Class 8 contains 31846 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111061 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 321135 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27008 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 50033 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81861 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009352.000000 Penalty: 71408.312500
Iteration 210Q: 22 clusters Score -9.800935e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 26128 members 
Mstep: Class 5 contains 169046 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39382 members 
Mstep: Class 8 contains 31848 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111064 members 
Mstep: Class 11 contains 2361 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 321131 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27007 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 50033 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81863 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009352.000000 Penalty: 71408.312500
Iteration 211Q: 22 clusters Score -9.800935e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3382 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 169032 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39386 members 
Mstep: Class 8 contains 31848 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111068 members 
Mstep: Class 11 contains 2362 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 321135 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27006 members 
Mstep: Class 16 contains 2242 members 
Mstep: Class 17 contains 50033 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81863 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009280.000000 Penalty: 71408.312500
Iteration 212Q: 22 clusters Score -9.800928e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 169017 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39395 members 
Mstep: Class 8 contains 31850 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111071 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 321140 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27005 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 50033 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 81860 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009344.000000 Penalty: 71408.312500
Iteration 213Q: 22 clusters Score -9.800934e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 169010 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39399 members 
Mstep: Class 8 contains 31849 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111073 members 
Mstep: Class 11 contains 2370 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321141 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27005 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 50032 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 81857 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009376.000000 Penalty: 71408.312500
Iteration 214Q: 22 clusters Score -9.800938e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 169003 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39406 members 
Mstep: Class 8 contains 31850 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111082 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321132 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27005 members 
Mstep: Class 16 contains 2237 members 
Mstep: Class 17 contains 50033 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 81853 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009472.000000 Penalty: 71408.312500
Iteration 215Q: 22 clusters Score -9.800947e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3383 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 168992 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39417 members 
Mstep: Class 8 contains 31852 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111090 members 
Mstep: Class 11 contains 2384 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321118 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27004 members 
Mstep: Class 16 contains 2231 members 
Mstep: Class 17 contains 50035 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 81854 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009408.000000 Penalty: 71408.312500
Iteration 216Q: 22 clusters Score -9.800941e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 26124 members 
Mstep: Class 5 contains 168981 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39423 members 
Mstep: Class 8 contains 31851 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111096 members 
Mstep: Class 11 contains 2386 members 
Mstep: Class 12 contains 11186 members 
Mstep: Class 13 contains 321116 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27003 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 50038 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 81851 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009360.000000 Penalty: 71408.312500
Iteration 217Q: 22 clusters Score -9.800936e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 26124 members 
Mstep: Class 5 contains 168977 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39427 members 
Mstep: Class 8 contains 31851 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111098 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321111 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27004 members 
Mstep: Class 16 contains 2228 members 
Mstep: Class 17 contains 50039 members 
Mstep: Class 18 contains 6803 members 
Mstep: Class 19 contains 81848 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009352.000000 Penalty: 71408.312500
Iteration 218Q: 22 clusters Score -9.800935e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 168970 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39421 members 
Mstep: Class 8 contains 31855 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111097 members 
Mstep: Class 11 contains 2397 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321103 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27004 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 50038 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81848 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009368.000000 Penalty: 71408.312500
Iteration 219Q: 22 clusters Score -9.800937e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3385 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 168966 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39419 members 
Mstep: Class 8 contains 31859 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111097 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321091 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27004 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 50042 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81843 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009424.000000 Penalty: 71408.312500
Iteration 220F: 22 clusters Score -9.800942e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 168961 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39419 members 
Mstep: Class 8 contains 31863 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111102 members 
Mstep: Class 11 contains 2425 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321071 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27003 members 
Mstep: Class 16 contains 2228 members 
Mstep: Class 17 contains 50046 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81840 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009440.000000 Penalty: 71408.312500
Iteration 221Q: 22 clusters Score -9.800944e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 168956 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39424 members 
Mstep: Class 8 contains 31865 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111104 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321058 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27002 members 
Mstep: Class 16 contains 2227 members 
Mstep: Class 17 contains 50046 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81834 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009536.000000 Penalty: 71408.312500
Iteration 222Q: 22 clusters Score -9.800954e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 26126 members 
Mstep: Class 5 contains 168963 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39426 members 
Mstep: Class 8 contains 31866 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111105 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 321027 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27001 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 50047 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81830 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009560.000000 Penalty: 71408.312500
Iteration 223Q: 22 clusters Score -9.800956e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 26125 members 
Mstep: Class 5 contains 168959 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39428 members 
Mstep: Class 8 contains 31865 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111113 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 320997 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27001 members 
Mstep: Class 16 contains 2218 members 
Mstep: Class 17 contains 50052 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81827 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009552.000000 Penalty: 71408.312500
Iteration 224Q: 22 clusters Score -9.800955e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 26127 members 
Mstep: Class 5 contains 168950 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39436 members 
Mstep: Class 8 contains 31866 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111123 members 
Mstep: Class 11 contains 2495 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 320972 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27001 members 
Mstep: Class 16 contains 2217 members 
Mstep: Class 17 contains 50054 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81827 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009584.000000 Penalty: 71408.312500
Iteration 225Q: 22 clusters Score -9.800958e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 26131 members 
Mstep: Class 5 contains 168940 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39438 members 
Mstep: Class 8 contains 31867 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111128 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 320952 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 27001 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 50052 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81826 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009680.000000 Penalty: 71408.312500
Iteration 226Q: 22 clusters Score -9.800968e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3387 members 
Mstep: Class 4 contains 26133 members 
Mstep: Class 5 contains 168933 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39441 members 
Mstep: Class 8 contains 31868 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111129 members 
Mstep: Class 11 contains 2519 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320940 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26998 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 50053 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81823 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009656.000000 Penalty: 71408.312500
Iteration 227Q: 22 clusters Score -9.800966e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 26134 members 
Mstep: Class 5 contains 168929 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39433 members 
Mstep: Class 8 contains 31868 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111134 members 
Mstep: Class 11 contains 2537 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320922 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26996 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 50050 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81820 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009648.000000 Penalty: 71408.312500
Iteration 228Q: 22 clusters Score -9.800965e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 26137 members 
Mstep: Class 5 contains 168932 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39442 members 
Mstep: Class 8 contains 31872 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 111141 members 
Mstep: Class 11 contains 2544 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 320892 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26992 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 50048 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81816 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009608.000000 Penalty: 71408.312500
Iteration 229Q: 22 clusters Score -9.800961e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 26136 members 
Mstep: Class 5 contains 168925 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39447 members 
Mstep: Class 8 contains 31874 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111145 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 320876 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26990 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 50050 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81817 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009624.000000 Penalty: 71408.312500
Iteration 230Q: 22 clusters Score -9.800962e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 26137 members 
Mstep: Class 5 contains 168926 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39448 members 
Mstep: Class 8 contains 31877 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111150 members 
Mstep: Class 11 contains 2556 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 320858 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26985 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 50045 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81814 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009768.000000 Penalty: 71408.312500
Iteration 231Q: 22 clusters Score -9.800977e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 26139 members 
Mstep: Class 5 contains 168911 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39449 members 
Mstep: Class 8 contains 31877 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111148 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 320867 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26983 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 50038 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81815 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009800.000000 Penalty: 71408.312500
Iteration 232Q: 22 clusters Score -9.80098e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26141 members 
Mstep: Class 5 contains 168906 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39446 members 
Mstep: Class 8 contains 31874 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111147 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 320865 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26982 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 50036 members 
Mstep: Class 18 contains 6804 members 
Mstep: Class 19 contains 81816 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009880.000000 Penalty: 71408.312500
Iteration 233Q: 22 clusters Score -9.800988e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26144 members 
Mstep: Class 5 contains 168891 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39442 members 
Mstep: Class 8 contains 31873 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111148 members 
Mstep: Class 11 contains 2570 members 
Mstep: Class 12 contains 11189 members 
Mstep: Class 13 contains 320879 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26982 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 50031 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81813 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009920.000000 Penalty: 71408.312500
Iteration 234Q: 22 clusters Score -9.800992e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26146 members 
Mstep: Class 5 contains 168884 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39444 members 
Mstep: Class 8 contains 31875 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111145 members 
Mstep: Class 11 contains 2574 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320877 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26982 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 50026 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81811 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009904.000000 Penalty: 71408.312500
Iteration 235Q: 22 clusters Score -9.80099e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 26148 members 
Mstep: Class 5 contains 168874 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39444 members 
Mstep: Class 8 contains 31876 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111146 members 
Mstep: Class 11 contains 2577 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320874 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26982 members 
Mstep: Class 16 contains 2221 members 
Mstep: Class 17 contains 50029 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81809 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009920.000000 Penalty: 71408.312500
Iteration 236Q: 22 clusters Score -9.800992e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 26151 members 
Mstep: Class 5 contains 168859 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39438 members 
Mstep: Class 8 contains 31878 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111144 members 
Mstep: Class 11 contains 2584 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 320873 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26981 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 50032 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81808 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009976.000000 Penalty: 71408.312500
Iteration 237Q: 22 clusters Score -9.800998e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 26153 members 
Mstep: Class 5 contains 168843 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39434 members 
Mstep: Class 8 contains 31879 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111145 members 
Mstep: Class 11 contains 2591 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 320872 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26981 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 50031 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81806 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009944.000000 Penalty: 71408.312500
Iteration 238Q: 22 clusters Score -9.800994e+07 nChanged 69
Entering ConstructFrom: 
Score: -98009944.000000 Penalty: 71408.312500
Entering ConstructFrom: 
Trying to split cluster 1 (4915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Entering Unmasked Estep 
Score: -464296.343750 Penalty: 2108.011475
	Iteration 0F: 2 clusters Score -464296.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -459844.843750 Penalty: 4216.022949
	Iteration 0F: 3 clusters Score -459844.8 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -460965.531250 Penalty: 4216.022949
	Iteration 1F: 3 clusters Score -460965.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -461261.687500 Penalty: 4216.022949
	Iteration 2F: 3 clusters Score -461261.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -461465.781250 Penalty: 4216.022949
	Iteration 3F: 3 clusters Score -461465.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -461634.375000 Penalty: 4216.022949
	Iteration 4Q: 3 clusters Score -461634.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -461823.125000 Penalty: 4216.022949
	Iteration 5Q: 3 clusters Score -461823.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -461975.812500 Penalty: 4216.022949
	Iteration 6Q: 3 clusters Score -461975.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -462139.468750 Penalty: 4216.022949
	Iteration 7Q: 3 clusters Score -462139.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -462269.406250 Penalty: 4216.022949
	Iteration 8Q: 3 clusters Score -462269.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -462368.281250 Penalty: 4216.022949
	Iteration 9Q: 3 clusters Score -462368.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -462446.343750 Penalty: 4216.022949
	Iteration 10Q: 3 clusters Score -462446.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -462518.156250 Penalty: 4216.022949
	Iteration 11Q: 3 clusters Score -462518.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -462592.656250 Penalty: 4216.022949
	Iteration 12Q: 3 clusters Score -462592.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -462664.187500 Penalty: 4216.022949
	Iteration 13Q: 3 clusters Score -462664.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -462737.750000 Penalty: 4216.022949
	Iteration 14Q: 3 clusters Score -462737.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -462816.250000 Penalty: 4216.022949
	Iteration 15Q: 3 clusters Score -462816.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -462881.406250 Penalty: 4216.022949
	Iteration 16Q: 3 clusters Score -462881.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -462940.000000 Penalty: 4216.022949
	Iteration 17Q: 3 clusters Score -462940 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -462989.656250 Penalty: 4216.022949
	Iteration 18Q: 3 clusters Score -462989.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -463031.093750 Penalty: 4216.022949
	Iteration 19Q: 3 clusters Score -463031.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -463064.656250 Penalty: 4216.022949
	Iteration 20F: 3 clusters Score -463064.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -463108.750000 Penalty: 4216.022949
	Iteration 21Q: 3 clusters Score -463108.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -463143.812500 Penalty: 4216.022949
	Iteration 22Q: 3 clusters Score -463143.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -463170.250000 Penalty: 4216.022949
	Iteration 23Q: 3 clusters Score -463170.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -463197.593750 Penalty: 4216.022949
	Iteration 24Q: 3 clusters Score -463197.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -463221.375000 Penalty: 4216.022949
	Iteration 25Q: 3 clusters Score -463221.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -463242.656250 Penalty: 4216.022949
	Iteration 26Q: 3 clusters Score -463242.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -463259.062500 Penalty: 4216.022949
	Iteration 27Q: 3 clusters Score -463259.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -463271.781250 Penalty: 4216.022949
	Iteration 28Q: 3 clusters Score -463271.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -463284.125000 Penalty: 4216.022949
	Iteration 29Q: 3 clusters Score -463284.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -463297.781250 Penalty: 4216.022949
	Iteration 30Q: 3 clusters Score -463297.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -463307.187500 Penalty: 4216.022949
	Iteration 31Q: 3 clusters Score -463307.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -463314.718750 Penalty: 4216.022949
	Iteration 32Q: 3 clusters Score -463314.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -463323.937500 Penalty: 4216.022949
	Iteration 33Q: 3 clusters Score -463323.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -463331.750000 Penalty: 4216.022949
	Iteration 34Q: 3 clusters Score -463331.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -463337.687500 Penalty: 4216.022949
	Iteration 35Q: 3 clusters Score -463337.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -463342.875000 Penalty: 4216.022949
	Iteration 36Q: 3 clusters Score -463342.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -463350.406250 Penalty: 4216.022949
	Iteration 37Q: 3 clusters Score -463350.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -463367.281250 Penalty: 4216.022949
	Iteration 38Q: 3 clusters Score -463367.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -463375.593750 Penalty: 4216.022949
	Iteration 39Q: 3 clusters Score -463375.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -463382.718750 Penalty: 4216.022949
	Iteration 40F: 3 clusters Score -463382.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -463388.250000 Penalty: 4216.022949
	Iteration 41Q: 3 clusters Score -463388.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -463393.218750 Penalty: 4216.022949
	Iteration 42Q: 3 clusters Score -463393.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -463397.187500 Penalty: 4216.022949
	Iteration 43Q: 3 clusters Score -463397.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -463400.687500 Penalty: 4216.022949
	Iteration 44Q: 3 clusters Score -463400.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -463404.500000 Penalty: 4216.022949
	Iteration 45Q: 3 clusters Score -463404.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -463406.937500 Penalty: 4216.022949
	Iteration 46Q: 3 clusters Score -463406.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -463407.781250 Penalty: 4216.022949
	Iteration 47Q: 3 clusters Score -463407.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -463410.906250 Penalty: 4216.022949
	Iteration 48Q: 3 clusters Score -463410.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -463415.125000 Penalty: 4216.022949
	Iteration 49Q: 3 clusters Score -463415.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -463419.875000 Penalty: 4216.022949
	Iteration 50Q: 3 clusters Score -463419.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -463424.937500 Penalty: 4216.022949
	Iteration 51Q: 3 clusters Score -463424.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -463426.531250 Penalty: 4216.022949
	Iteration 52Q: 3 clusters Score -463426.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -463434.343750 Penalty: 4216.022949
	Iteration 53Q: 3 clusters Score -463434.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -463438.437500 Penalty: 4216.022949
	Iteration 54Q: 3 clusters Score -463438.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -463441.437500 Penalty: 4216.022949
	Iteration 55Q: 3 clusters Score -463441.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -463446.718750 Penalty: 4216.022949
	Iteration 56Q: 3 clusters Score -463446.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -463450.031250 Penalty: 4216.022949
	Iteration 57Q: 3 clusters Score -463450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -463455.718750 Penalty: 4216.022949
	Iteration 58Q: 3 clusters Score -463455.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -463457.437500 Penalty: 4216.022949
	Iteration 59Q: 3 clusters Score -463457.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -463461.406250 Penalty: 4216.022949
	Iteration 60F: 3 clusters Score -463461.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -463465.906250 Penalty: 4216.022949
	Iteration 61Q: 3 clusters Score -463465.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -463470.000000 Penalty: 4216.022949
	Iteration 62Q: 3 clusters Score -463470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -463472.593750 Penalty: 4216.022949
	Iteration 63Q: 3 clusters Score -463472.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -463474.750000 Penalty: 4216.022949
	Iteration 64Q: 3 clusters Score -463474.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -463475.343750 Penalty: 4216.022949
	Iteration 65Q: 3 clusters Score -463475.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -463476.062500 Penalty: 4216.022949
	Iteration 66Q: 3 clusters Score -463476.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -463476.062500 Penalty: 4216.022949
	Iteration 67F: 3 clusters Score -463476.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Entering Unmasked Estep 
Score: -154407.937500 Penalty: 1823.087158
	Iteration 0F: 2 clusters Score -154407.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -152379.875000 Penalty: 3646.174316
	Iteration 0F: 3 clusters Score -152379.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -153486.609375 Penalty: 3646.174316
	Iteration 1F: 3 clusters Score -153486.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -154323.015625 Penalty: 3646.174316
	Iteration 2F: 3 clusters Score -154323 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -154650.609375 Penalty: 3646.174316
	Iteration 3F: 3 clusters Score -154650.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -154795.500000 Penalty: 3646.174316
	Iteration 4Q: 3 clusters Score -154795.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -154849.921875 Penalty: 3646.174316
	Iteration 5Q: 3 clusters Score -154849.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -154867.390625 Penalty: 3646.174316
	Iteration 6Q: 3 clusters Score -154867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -154874.609375 Penalty: 3646.174316
	Iteration 7Q: 3 clusters Score -154874.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -154883.781250 Penalty: 3646.174316
	Iteration 8Q: 3 clusters Score -154883.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -154887.609375 Penalty: 3646.174316
	Iteration 9Q: 3 clusters Score -154887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -154888.281250 Penalty: 3646.174316
	Iteration 10Q: 3 clusters Score -154888.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -154888.281250 Penalty: 3646.174316
	Iteration 11F: 3 clusters Score -154888.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 26151 members 
Mstep: Class 5 contains 168831 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39429 members 
Mstep: Class 8 contains 31881 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111146 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 320869 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26981 members 
Mstep: Class 16 contains 2225 members 
Mstep: Class 17 contains 50031 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81805 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4416 members 
Mstep: Class 22 contains 1197 members 
Entering Unmasked Estep 
Score: -98008864.000000 Penalty: 74808.710938
Splitting cluster 2 changes total score from -98009944.000000 to -98008864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Entering Unmasked Estep 
Score: -344279.468750 Penalty: 2015.815918
	Iteration 0F: 2 clusters Score -344279.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -340760.625000 Penalty: 4031.631836
	Iteration 0F: 3 clusters Score -340760.6 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -341455.437500 Penalty: 4031.631836
	Iteration 1F: 3 clusters Score -341455.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -341639.062500 Penalty: 4031.631836
	Iteration 2F: 3 clusters Score -341639.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -341729.812500 Penalty: 4031.631836
	Iteration 3Q: 3 clusters Score -341729.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -341785.875000 Penalty: 4031.631836
	Iteration 4Q: 3 clusters Score -341785.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -341831.812500 Penalty: 4031.631836
	Iteration 5Q: 3 clusters Score -341831.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -341869.812500 Penalty: 4031.631836
	Iteration 6Q: 3 clusters Score -341869.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -341896.687500 Penalty: 4031.631836
	Iteration 7Q: 3 clusters Score -341896.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -341922.000000 Penalty: 4031.631836
	Iteration 8Q: 3 clusters Score -341922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -341946.218750 Penalty: 4031.631836
	Iteration 9Q: 3 clusters Score -341946.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -341975.031250 Penalty: 4031.631836
	Iteration 10Q: 3 clusters Score -341975 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -342009.687500 Penalty: 4031.631836
	Iteration 11Q: 3 clusters Score -342009.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -342046.625000 Penalty: 4031.631836
	Iteration 12Q: 3 clusters Score -342046.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -342078.343750 Penalty: 4031.631836
	Iteration 13Q: 3 clusters Score -342078.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -342100.156250 Penalty: 4031.631836
	Iteration 14Q: 3 clusters Score -342100.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -342134.343750 Penalty: 4031.631836
	Iteration 15Q: 3 clusters Score -342134.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -342164.968750 Penalty: 4031.631836
	Iteration 16Q: 3 clusters Score -342165 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -342191.187500 Penalty: 4031.631836
	Iteration 17Q: 3 clusters Score -342191.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -342214.312500 Penalty: 4031.631836
	Iteration 18Q: 3 clusters Score -342214.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -342232.218750 Penalty: 4031.631836
	Iteration 19Q: 3 clusters Score -342232.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -342251.375000 Penalty: 4031.631836
	Iteration 20F: 3 clusters Score -342251.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -342270.937500 Penalty: 4031.631836
	Iteration 21Q: 3 clusters Score -342270.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -342284.906250 Penalty: 4031.631836
	Iteration 22Q: 3 clusters Score -342284.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -342292.625000 Penalty: 4031.631836
	Iteration 23Q: 3 clusters Score -342292.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -342300.312500 Penalty: 4031.631836
	Iteration 24Q: 3 clusters Score -342300.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -342309.781250 Penalty: 4031.631836
	Iteration 25Q: 3 clusters Score -342309.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -342319.531250 Penalty: 4031.631836
	Iteration 26Q: 3 clusters Score -342319.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -342330.312500 Penalty: 4031.631836
	Iteration 27Q: 3 clusters Score -342330.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -342338.531250 Penalty: 4031.631836
	Iteration 28Q: 3 clusters Score -342338.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -342347.000000 Penalty: 4031.631836
	Iteration 29Q: 3 clusters Score -342347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -342357.156250 Penalty: 4031.631836
	Iteration 30Q: 3 clusters Score -342357.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -342370.812500 Penalty: 4031.631836
	Iteration 31Q: 3 clusters Score -342370.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -342384.750000 Penalty: 4031.631836
	Iteration 32Q: 3 clusters Score -342384.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -342400.218750 Penalty: 4031.631836
	Iteration 33Q: 3 clusters Score -342400.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -342411.468750 Penalty: 4031.631836
	Iteration 34Q: 3 clusters Score -342411.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -342422.687500 Penalty: 4031.631836
	Iteration 35Q: 3 clusters Score -342422.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -342433.843750 Penalty: 4031.631836
	Iteration 36Q: 3 clusters Score -342433.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -342446.031250 Penalty: 4031.631836
	Iteration 37Q: 3 clusters Score -342446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -342456.843750 Penalty: 4031.631836
	Iteration 38Q: 3 clusters Score -342456.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -342467.968750 Penalty: 4031.631836
	Iteration 39Q: 3 clusters Score -342468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -342477.468750 Penalty: 4031.631836
	Iteration 40F: 3 clusters Score -342477.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -342484.187500 Penalty: 4031.631836
	Iteration 41Q: 3 clusters Score -342484.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -342486.781250 Penalty: 4031.631836
	Iteration 42Q: 3 clusters Score -342486.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -342489.718750 Penalty: 4031.631836
	Iteration 43Q: 3 clusters Score -342489.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -342492.437500 Penalty: 4031.631836
	Iteration 44Q: 3 clusters Score -342492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -342493.562500 Penalty: 4031.631836
	Iteration 45Q: 3 clusters Score -342493.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -342496.343750 Penalty: 4031.631836
	Iteration 46Q: 3 clusters Score -342496.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -342497.812500 Penalty: 4031.631836
	Iteration 47Q: 3 clusters Score -342497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -342501.125000 Penalty: 4031.631836
	Iteration 48Q: 3 clusters Score -342501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -342509.062500 Penalty: 4031.631836
	Iteration 49Q: 3 clusters Score -342509.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -342511.906250 Penalty: 4031.631836
	Iteration 50Q: 3 clusters Score -342511.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -342515.343750 Penalty: 4031.631836
	Iteration 51Q: 3 clusters Score -342515.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -342520.531250 Penalty: 4031.631836
	Iteration 52Q: 3 clusters Score -342520.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -342525.250000 Penalty: 4031.631836
	Iteration 53Q: 3 clusters Score -342525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -342530.593750 Penalty: 4031.631836
	Iteration 54Q: 3 clusters Score -342530.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -342532.218750 Penalty: 4031.631836
	Iteration 55Q: 3 clusters Score -342532.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -342535.406250 Penalty: 4031.631836
	Iteration 56Q: 3 clusters Score -342535.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -342537.375000 Penalty: 4031.631836
	Iteration 57Q: 3 clusters Score -342537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -342538.250000 Penalty: 4031.631836
	Iteration 58Q: 3 clusters Score -342538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -342539.875000 Penalty: 4031.631836
	Iteration 59Q: 3 clusters Score -342539.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -342543.187500 Penalty: 4031.631836
	Iteration 60F: 3 clusters Score -342543.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -342549.687500 Penalty: 4031.631836
	Iteration 61Q: 3 clusters Score -342549.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -342556.843750 Penalty: 4031.631836
	Iteration 62Q: 3 clusters Score -342556.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -342566.500000 Penalty: 4031.631836
	Iteration 63Q: 3 clusters Score -342566.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -342573.531250 Penalty: 4031.631836
	Iteration 64Q: 3 clusters Score -342573.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -342578.656250 Penalty: 4031.631836
	Iteration 65Q: 3 clusters Score -342578.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -342582.500000 Penalty: 4031.631836
	Iteration 66Q: 3 clusters Score -342582.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -342584.062500 Penalty: 4031.631836
	Iteration 67Q: 3 clusters Score -342584.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -342584.937500 Penalty: 4031.631836
	Iteration 68Q: 3 clusters Score -342584.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -342584.937500 Penalty: 4031.631836
	Iteration 69F: 3 clusters Score -342584.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Entering Unmasked Estep 
Score: -2731396.750000 Penalty: 2522.567383
	Iteration 0F: 2 clusters Score -2731397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2713342.500000 Penalty: 5045.134766
	Iteration 0F: 3 clusters Score -2713342 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2719743.750000 Penalty: 5045.134766
	Iteration 1F: 3 clusters Score -2719744 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2720150.250000 Penalty: 5045.134766
	Iteration 2F: 3 clusters Score -2720150 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2720455.750000 Penalty: 5045.134766
	Iteration 3Q: 3 clusters Score -2720456 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2720732.000000 Penalty: 5045.134766
	Iteration 4Q: 3 clusters Score -2720732 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -2720988.000000 Penalty: 5045.134766
	Iteration 5Q: 3 clusters Score -2720988 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -2721277.750000 Penalty: 5045.134766
	Iteration 6Q: 3 clusters Score -2721278 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2721647.250000 Penalty: 5045.134766
	Iteration 7Q: 3 clusters Score -2721647 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2722194.750000 Penalty: 5045.134766
	Iteration 8Q: 3 clusters Score -2722195 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2722988.250000 Penalty: 5045.134766
	Iteration 9F: 3 clusters Score -2722988 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2724093.500000 Penalty: 5045.134766
	Iteration 10F: 3 clusters Score -2724094 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2725484.250000 Penalty: 5045.134766
	Iteration 11F: 3 clusters Score -2725484 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2726834.750000 Penalty: 5045.134766
	Iteration 12F: 3 clusters Score -2726835 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2727858.750000 Penalty: 5045.134766
	Iteration 13Q: 3 clusters Score -2727859 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2728479.500000 Penalty: 5045.134766
	Iteration 14Q: 3 clusters Score -2728480 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2728811.750000 Penalty: 5045.134766
	Iteration 15Q: 3 clusters Score -2728812 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2728994.250000 Penalty: 5045.134766
	Iteration 16Q: 3 clusters Score -2728994 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2729096.500000 Penalty: 5045.134766
	Iteration 17Q: 3 clusters Score -2729096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2729144.750000 Penalty: 5045.134766
	Iteration 18Q: 3 clusters Score -2729145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2729173.000000 Penalty: 5045.134766
	Iteration 19Q: 3 clusters Score -2729173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2729184.250000 Penalty: 5045.134766
	Iteration 20F: 3 clusters Score -2729184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2729204.000000 Penalty: 5045.134766
	Iteration 21Q: 3 clusters Score -2729204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2729214.000000 Penalty: 5045.134766
	Iteration 22Q: 3 clusters Score -2729214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2729218.500000 Penalty: 5045.134766
	Iteration 23Q: 3 clusters Score -2729218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2729227.500000 Penalty: 5045.134766
	Iteration 24Q: 3 clusters Score -2729228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2729225.250000 Penalty: 5045.134766
	Iteration 25Q: 3 clusters Score -2729225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2729225.250000 Penalty: 5045.134766
	Iteration 26F: 3 clusters Score -2729225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (168831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168831 members 
Entering Unmasked Estep 
Score: -18818566.000000 Penalty: 2985.090088
	Iteration 0F: 2 clusters Score -1.881857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84564 members 
Mstep: Class 2 contains 84267 members 
Entering Unmasked Estep 
Score: -18708050.000000 Penalty: 5970.180176
	Iteration 0F: 3 clusters Score -1.870805e+07 nChanged 80903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86867 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -18755676.000000 Penalty: 5970.180176
	Iteration 1F: 3 clusters Score -1.875568e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88607 members 
Mstep: Class 2 contains 80224 members 
Entering Unmasked Estep 
Score: -18758418.000000 Penalty: 5970.180176
	Iteration 2Q: 3 clusters Score -1.875842e+07 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91434 members 
Mstep: Class 2 contains 77397 members 
Entering Unmasked Estep 
Score: -18762004.000000 Penalty: 5970.180176
	Iteration 3Q: 3 clusters Score -1.8762e+07 nChanged 9913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95653 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -18767582.000000 Penalty: 5970.180176
	Iteration 4F: 3 clusters Score -1.876758e+07 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101205 members 
Mstep: Class 2 contains 67626 members 
Entering Unmasked Estep 
Score: -18775966.000000 Penalty: 5970.180176
	Iteration 5F: 3 clusters Score -1.877597e+07 nChanged 12522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107755 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
Score: -18786508.000000 Penalty: 5970.180176
	Iteration 6F: 3 clusters Score -1.878651e+07 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113615 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -18797278.000000 Penalty: 5970.180176
	Iteration 7F: 3 clusters Score -1.879728e+07 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117392 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -18803840.000000 Penalty: 5970.180176
	Iteration 8F: 3 clusters Score -1.880384e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119955 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -18807432.000000 Penalty: 5970.180176
	Iteration 9Q: 3 clusters Score -1.880743e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121994 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -18809558.000000 Penalty: 5970.180176
	Iteration 10Q: 3 clusters Score -1.880956e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123775 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -18811242.000000 Penalty: 5970.180176
	Iteration 11Q: 3 clusters Score -1.881124e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125297 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -18812368.000000 Penalty: 5970.180176
	Iteration 12Q: 3 clusters Score -1.881237e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126604 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -18813050.000000 Penalty: 5970.180176
	Iteration 13Q: 3 clusters Score -1.881305e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127717 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -18813530.000000 Penalty: 5970.180176
	Iteration 14Q: 3 clusters Score -1.881353e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128720 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -18813882.000000 Penalty: 5970.180176
	Iteration 15Q: 3 clusters Score -1.881388e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129634 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -18814124.000000 Penalty: 5970.180176
	Iteration 16Q: 3 clusters Score -1.881412e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130420 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -18814328.000000 Penalty: 5970.180176
	Iteration 17Q: 3 clusters Score -1.881433e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131151 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -18814434.000000 Penalty: 5970.180176
	Iteration 18Q: 3 clusters Score -1.881443e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131898 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -18814518.000000 Penalty: 5970.180176
	Iteration 19Q: 3 clusters Score -1.881452e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132583 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -18814704.000000 Penalty: 5970.180176
	Iteration 20F: 3 clusters Score -1.88147e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133198 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -18814748.000000 Penalty: 5970.180176
	Iteration 21Q: 3 clusters Score -1.881475e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133791 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -18814812.000000 Penalty: 5970.180176
	Iteration 22Q: 3 clusters Score -1.881481e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134350 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -18814954.000000 Penalty: 5970.180176
	Iteration 23Q: 3 clusters Score -1.881495e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134940 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -18815088.000000 Penalty: 5970.180176
	Iteration 24Q: 3 clusters Score -1.881509e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135516 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -18815164.000000 Penalty: 5970.180176
	Iteration 25Q: 3 clusters Score -1.881516e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136112 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -18815266.000000 Penalty: 5970.180176
	Iteration 26Q: 3 clusters Score -1.881527e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136678 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -18815356.000000 Penalty: 5970.180176
	Iteration 27Q: 3 clusters Score -1.881536e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137255 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -18815462.000000 Penalty: 5970.180176
	Iteration 28Q: 3 clusters Score -1.881546e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137807 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -18815530.000000 Penalty: 5970.180176
	Iteration 29Q: 3 clusters Score -1.881553e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138353 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -18815550.000000 Penalty: 5970.180176
	Iteration 30Q: 3 clusters Score -1.881555e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138922 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -18815558.000000 Penalty: 5970.180176
	Iteration 31Q: 3 clusters Score -1.881556e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139491 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -18815616.000000 Penalty: 5970.180176
	Iteration 32Q: 3 clusters Score -1.881562e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140037 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -18815710.000000 Penalty: 5970.180176
	Iteration 33Q: 3 clusters Score -1.881571e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140570 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -18815762.000000 Penalty: 5970.180176
	Iteration 34Q: 3 clusters Score -1.881576e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141095 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -18815812.000000 Penalty: 5970.180176
	Iteration 35Q: 3 clusters Score -1.881581e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141616 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -18815852.000000 Penalty: 5970.180176
	Iteration 36Q: 3 clusters Score -1.881585e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142108 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -18815916.000000 Penalty: 5970.180176
	Iteration 37Q: 3 clusters Score -1.881592e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142592 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -18815988.000000 Penalty: 5970.180176
	Iteration 38Q: 3 clusters Score -1.881599e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143101 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -18816078.000000 Penalty: 5970.180176
	Iteration 39Q: 3 clusters Score -1.881608e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143638 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -18816072.000000 Penalty: 5970.180176
	Iteration 40F: 3 clusters Score -1.881607e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144164 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -18816196.000000 Penalty: 5970.180176
	Iteration 41Q: 3 clusters Score -1.88162e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144687 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -18816180.000000 Penalty: 5970.180176
	Iteration 42Q: 3 clusters Score -1.881618e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145141 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -18816234.000000 Penalty: 5970.180176
	Iteration 43Q: 3 clusters Score -1.881623e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145585 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -18816268.000000 Penalty: 5970.180176
	Iteration 44Q: 3 clusters Score -1.881627e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146044 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -18816368.000000 Penalty: 5970.180176
	Iteration 45Q: 3 clusters Score -1.881637e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146477 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -18816438.000000 Penalty: 5970.180176
	Iteration 46Q: 3 clusters Score -1.881644e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146952 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -18816496.000000 Penalty: 5970.180176
	Iteration 47Q: 3 clusters Score -1.88165e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147442 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -18816496.000000 Penalty: 5970.180176
	Iteration 48Q: 3 clusters Score -1.88165e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147926 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -18816536.000000 Penalty: 5970.180176
	Iteration 49Q: 3 clusters Score -1.881654e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148423 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -18816654.000000 Penalty: 5970.180176
	Iteration 50Q: 3 clusters Score -1.881665e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148912 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -18816694.000000 Penalty: 5970.180176
	Iteration 51Q: 3 clusters Score -1.881669e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149408 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -18816710.000000 Penalty: 5970.180176
	Iteration 52Q: 3 clusters Score -1.881671e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149872 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -18816748.000000 Penalty: 5970.180176
	Iteration 53Q: 3 clusters Score -1.881675e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150318 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -18816866.000000 Penalty: 5970.180176
	Iteration 54Q: 3 clusters Score -1.881687e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150785 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -18816858.000000 Penalty: 5970.180176
	Iteration 55Q: 3 clusters Score -1.881686e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151222 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -18816896.000000 Penalty: 5970.180176
	Iteration 56Q: 3 clusters Score -1.88169e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151660 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -18816970.000000 Penalty: 5970.180176
	Iteration 57Q: 3 clusters Score -1.881697e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152063 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -18817050.000000 Penalty: 5970.180176
	Iteration 58Q: 3 clusters Score -1.881705e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -18817104.000000 Penalty: 5970.180176
	Iteration 59Q: 3 clusters Score -1.88171e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152891 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -18817158.000000 Penalty: 5970.180176
	Iteration 60F: 3 clusters Score -1.881716e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153299 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -18817096.000000 Penalty: 5970.180176
	Iteration 61Q: 3 clusters Score -1.88171e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153677 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -18817058.000000 Penalty: 5970.180176
	Iteration 62Q: 3 clusters Score -1.881706e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154082 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -18817058.000000 Penalty: 5970.180176
	Iteration 63Q: 3 clusters Score -1.881706e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -18817026.000000 Penalty: 5970.180176
	Iteration 64Q: 3 clusters Score -1.881703e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154908 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -18817044.000000 Penalty: 5970.180176
	Iteration 65Q: 3 clusters Score -1.881704e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155305 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -18817066.000000 Penalty: 5970.180176
	Iteration 66Q: 3 clusters Score -1.881707e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155722 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -18817074.000000 Penalty: 5970.180176
	Iteration 67Q: 3 clusters Score -1.881707e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156094 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -18817104.000000 Penalty: 5970.180176
	Iteration 68Q: 3 clusters Score -1.88171e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156495 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -18817132.000000 Penalty: 5970.180176
	Iteration 69Q: 3 clusters Score -1.881713e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156946 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -18817204.000000 Penalty: 5970.180176
	Iteration 70Q: 3 clusters Score -1.88172e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157395 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -18817174.000000 Penalty: 5970.180176
	Iteration 71Q: 3 clusters Score -1.881717e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157820 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -18817178.000000 Penalty: 5970.180176
	Iteration 72Q: 3 clusters Score -1.881718e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158216 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -18817216.000000 Penalty: 5970.180176
	Iteration 73Q: 3 clusters Score -1.881722e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158574 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -18817232.000000 Penalty: 5970.180176
	Iteration 74Q: 3 clusters Score -1.881723e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158867 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -18817240.000000 Penalty: 5970.180176
	Iteration 75Q: 3 clusters Score -1.881724e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159150 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -18817258.000000 Penalty: 5970.180176
	Iteration 76Q: 3 clusters Score -1.881726e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159429 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -18817296.000000 Penalty: 5970.180176
	Iteration 77Q: 3 clusters Score -1.88173e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159693 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -18817320.000000 Penalty: 5970.180176
	Iteration 78Q: 3 clusters Score -1.881732e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159916 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -18817336.000000 Penalty: 5970.180176
	Iteration 79Q: 3 clusters Score -1.881734e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160123 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -18817390.000000 Penalty: 5970.180176
	Iteration 80F: 3 clusters Score -1.881739e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -18817404.000000 Penalty: 5970.180176
	Iteration 81Q: 3 clusters Score -1.88174e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160498 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -18817400.000000 Penalty: 5970.180176
	Iteration 82Q: 3 clusters Score -1.88174e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160650 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -18817392.000000 Penalty: 5970.180176
	Iteration 83Q: 3 clusters Score -1.881739e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160812 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -18817426.000000 Penalty: 5970.180176
	Iteration 84Q: 3 clusters Score -1.881743e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160953 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -18817456.000000 Penalty: 5970.180176
	Iteration 85Q: 3 clusters Score -1.881746e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161072 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -18817450.000000 Penalty: 5970.180176
	Iteration 86Q: 3 clusters Score -1.881745e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161173 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -18817442.000000 Penalty: 5970.180176
	Iteration 87Q: 3 clusters Score -1.881744e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161285 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -18817456.000000 Penalty: 5970.180176
	Iteration 88Q: 3 clusters Score -1.881746e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161399 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -18817458.000000 Penalty: 5970.180176
	Iteration 89Q: 3 clusters Score -1.881746e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161496 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -18817474.000000 Penalty: 5970.180176
	Iteration 90Q: 3 clusters Score -1.881747e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161589 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -18817498.000000 Penalty: 5970.180176
	Iteration 91Q: 3 clusters Score -1.88175e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161670 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -18817464.000000 Penalty: 5970.180176
	Iteration 92Q: 3 clusters Score -1.881746e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161749 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -18817460.000000 Penalty: 5970.180176
	Iteration 93Q: 3 clusters Score -1.881746e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161832 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -18817430.000000 Penalty: 5970.180176
	Iteration 94Q: 3 clusters Score -1.881743e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161916 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -18817436.000000 Penalty: 5970.180176
	Iteration 95Q: 3 clusters Score -1.881744e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161989 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -18817432.000000 Penalty: 5970.180176
	Iteration 96Q: 3 clusters Score -1.881743e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162051 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -18817422.000000 Penalty: 5970.180176
	Iteration 97Q: 3 clusters Score -1.881742e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162100 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -18817424.000000 Penalty: 5970.180176
	Iteration 98Q: 3 clusters Score -1.881742e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162151 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -18817404.000000 Penalty: 5970.180176
	Iteration 99Q: 3 clusters Score -1.88174e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162192 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -18817406.000000 Penalty: 5970.180176
	Iteration 100F: 3 clusters Score -1.881741e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162223 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -18817424.000000 Penalty: 5970.180176
	Iteration 101Q: 3 clusters Score -1.881742e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162240 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -18817430.000000 Penalty: 5970.180176
	Iteration 102Q: 3 clusters Score -1.881743e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162263 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -18817446.000000 Penalty: 5970.180176
	Iteration 103Q: 3 clusters Score -1.881745e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162284 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -18817452.000000 Penalty: 5970.180176
	Iteration 104Q: 3 clusters Score -1.881745e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162306 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -18817460.000000 Penalty: 5970.180176
	Iteration 105Q: 3 clusters Score -1.881746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162315 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -18817466.000000 Penalty: 5970.180176
	Iteration 106Q: 3 clusters Score -1.881747e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162326 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -18817464.000000 Penalty: 5970.180176
	Iteration 107Q: 3 clusters Score -1.881746e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162338 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -18817464.000000 Penalty: 5970.180176
	Iteration 108Q: 3 clusters Score -1.881746e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162353 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -18817480.000000 Penalty: 5970.180176
	Iteration 109Q: 3 clusters Score -1.881748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162369 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -18817498.000000 Penalty: 5970.180176
	Iteration 110Q: 3 clusters Score -1.88175e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162389 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -18817524.000000 Penalty: 5970.180176
	Iteration 111Q: 3 clusters Score -1.881752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162402 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -18817506.000000 Penalty: 5970.180176
	Iteration 112Q: 3 clusters Score -1.881751e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162414 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -18817508.000000 Penalty: 5970.180176
	Iteration 113Q: 3 clusters Score -1.881751e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162427 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -18817498.000000 Penalty: 5970.180176
	Iteration 114Q: 3 clusters Score -1.88175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162436 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -18817502.000000 Penalty: 5970.180176
	Iteration 115Q: 3 clusters Score -1.88175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162447 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -18817530.000000 Penalty: 5970.180176
	Iteration 116Q: 3 clusters Score -1.881753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162454 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -18817526.000000 Penalty: 5970.180176
	Iteration 117Q: 3 clusters Score -1.881753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162463 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -18817524.000000 Penalty: 5970.180176
	Iteration 118Q: 3 clusters Score -1.881752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162475 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -18817512.000000 Penalty: 5970.180176
	Iteration 119Q: 3 clusters Score -1.881751e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162494 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -18817520.000000 Penalty: 5970.180176
	Iteration 120F: 3 clusters Score -1.881752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162507 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -18817506.000000 Penalty: 5970.180176
	Iteration 121Q: 3 clusters Score -1.881751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162516 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -18817512.000000 Penalty: 5970.180176
	Iteration 122Q: 3 clusters Score -1.881751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162527 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -18817528.000000 Penalty: 5970.180176
	Iteration 123Q: 3 clusters Score -1.881753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162538 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -18817520.000000 Penalty: 5970.180176
	Iteration 124Q: 3 clusters Score -1.881752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162552 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -18817540.000000 Penalty: 5970.180176
	Iteration 125Q: 3 clusters Score -1.881754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162563 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -18817548.000000 Penalty: 5970.180176
	Iteration 126Q: 3 clusters Score -1.881755e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162584 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -18817546.000000 Penalty: 5970.180176
	Iteration 127Q: 3 clusters Score -1.881755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162594 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -18817540.000000 Penalty: 5970.180176
	Iteration 128Q: 3 clusters Score -1.881754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162605 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -18817538.000000 Penalty: 5970.180176
	Iteration 129Q: 3 clusters Score -1.881754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162617 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -18817530.000000 Penalty: 5970.180176
	Iteration 130Q: 3 clusters Score -1.881753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162627 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -18817522.000000 Penalty: 5970.180176
	Iteration 131Q: 3 clusters Score -1.881752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162636 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -18817516.000000 Penalty: 5970.180176
	Iteration 132Q: 3 clusters Score -1.881752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162644 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -18817504.000000 Penalty: 5970.180176
	Iteration 133Q: 3 clusters Score -1.88175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162648 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -18817502.000000 Penalty: 5970.180176
	Iteration 134Q: 3 clusters Score -1.88175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162653 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -18817498.000000 Penalty: 5970.180176
	Iteration 135Q: 3 clusters Score -1.88175e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162661 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -18817478.000000 Penalty: 5970.180176
	Iteration 136Q: 3 clusters Score -1.881748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162669 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -18817468.000000 Penalty: 5970.180176
	Iteration 137Q: 3 clusters Score -1.881747e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162679 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -18817478.000000 Penalty: 5970.180176
	Iteration 138Q: 3 clusters Score -1.881748e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162688 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -18817474.000000 Penalty: 5970.180176
	Iteration 139Q: 3 clusters Score -1.881747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162695 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -18817476.000000 Penalty: 5970.180176
	Iteration 140F: 3 clusters Score -1.881748e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162702 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -18817474.000000 Penalty: 5970.180176
	Iteration 141Q: 3 clusters Score -1.881747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162710 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -18817476.000000 Penalty: 5970.180176
	Iteration 142Q: 3 clusters Score -1.881748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162714 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -18817480.000000 Penalty: 5970.180176
	Iteration 143Q: 3 clusters Score -1.881748e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162718 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -18817486.000000 Penalty: 5970.180176
	Iteration 144Q: 3 clusters Score -1.881749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162722 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -18817486.000000 Penalty: 5970.180176
	Iteration 145Q: 3 clusters Score -1.881749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162724 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -18817476.000000 Penalty: 5970.180176
	Iteration 146Q: 3 clusters Score -1.881748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162729 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -18817488.000000 Penalty: 5970.180176
	Iteration 147Q: 3 clusters Score -1.881749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162733 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -18817494.000000 Penalty: 5970.180176
	Iteration 148Q: 3 clusters Score -1.881749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162738 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -18817490.000000 Penalty: 5970.180176
	Iteration 149Q: 3 clusters Score -1.881749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162744 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -18817492.000000 Penalty: 5970.180176
	Iteration 150Q: 3 clusters Score -1.881749e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162747 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -18817498.000000 Penalty: 5970.180176
	Iteration 151Q: 3 clusters Score -1.88175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162752 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -18817494.000000 Penalty: 5970.180176
	Iteration 152Q: 3 clusters Score -1.881749e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162758 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -18817496.000000 Penalty: 5970.180176
	Iteration 153Q: 3 clusters Score -1.88175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162759 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -18817500.000000 Penalty: 5970.180176
	Iteration 154Q: 3 clusters Score -1.88175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162759 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -18817500.000000 Penalty: 5970.180176
	Iteration 155F: 3 clusters Score -1.88175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -86372.429688 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -86372.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -84539.703125 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -84539.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -84897.968750 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -84897.97 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -85237.000000 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -85237 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -85424.867188 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -85424.87 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -85524.882812 Penalty: 3370.670166
	Iteration 4F: 3 clusters Score -85524.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -85626.429688 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -85626.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -85752.460938 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -85752.46 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -85909.929688 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -85909.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -86119.445312 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -86119.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -86438.234375 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -86438.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -86763.632812 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -86763.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -86866.593750 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -86866.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -86885.335938 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -86885.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -86895.960938 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -86895.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -86903.054688 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -86903.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -86905.851562 Penalty: 3370.670166
	Iteration 15Q: 3 clusters Score -86905.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -86916.093750 Penalty: 3370.670166
	Iteration 16Q: 3 clusters Score -86916.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -86932.664062 Penalty: 3370.670166
	Iteration 17Q: 3 clusters Score -86932.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -86940.468750 Penalty: 3370.670166
	Iteration 18Q: 3 clusters Score -86940.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -86951.484375 Penalty: 3370.670166
	Iteration 19Q: 3 clusters Score -86951.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -86951.484375 Penalty: 3370.670166
	Iteration 20F: 3 clusters Score -86951.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 26151 members 
Mstep: Class 5 contains 168831 members 
Mstep: Class 6 contains 248 members 
Mstep: Class 7 contains 39429 members 
Mstep: Class 8 contains 31881 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111146 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 320869 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26981 members 
Mstep: Class 16 contains 2225 members 
Mstep: Class 17 contains 50031 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81805 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4416 members 
Mstep: Class 22 contains 646 members 
Entering Unmasked Estep 
Score: -98008808.000000 Penalty: 74808.710938
Splitting cluster 6 changes total score from -98009944.000000 to -98008808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (39429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Entering Unmasked Estep 
Score: -4286923.000000 Penalty: 2624.399902
	Iteration 0F: 2 clusters Score -4286923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -4260269.000000 Penalty: 5248.799805
	Iteration 0F: 3 clusters Score -4260269 nChanged 17941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -4270156.000000 Penalty: 5248.799805
	Iteration 1F: 3 clusters Score -4270156 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -4270597.000000 Penalty: 5248.799805
	Iteration 2Q: 3 clusters Score -4270597 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4270953.000000 Penalty: 5248.799805
	Iteration 3Q: 3 clusters Score -4270953 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -4271236.500000 Penalty: 5248.799805
	Iteration 4Q: 3 clusters Score -4271236 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -4271549.000000 Penalty: 5248.799805
	Iteration 5Q: 3 clusters Score -4271549 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -4271870.000000 Penalty: 5248.799805
	Iteration 6Q: 3 clusters Score -4271870 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -4272339.000000 Penalty: 5248.799805
	Iteration 7Q: 3 clusters Score -4272339 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4272964.500000 Penalty: 5248.799805
	Iteration 8Q: 3 clusters Score -4272964 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -4273977.000000 Penalty: 5248.799805
	Iteration 9Q: 3 clusters Score -4273977 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -4275466.500000 Penalty: 5248.799805
	Iteration 10F: 3 clusters Score -4275466 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -4277396.000000 Penalty: 5248.799805
	Iteration 11F: 3 clusters Score -4277396 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4279545.500000 Penalty: 5248.799805
	Iteration 12F: 3 clusters Score -4279546 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4281355.500000 Penalty: 5248.799805
	Iteration 13F: 3 clusters Score -4281356 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -4282602.000000 Penalty: 5248.799805
	Iteration 14Q: 3 clusters Score -4282602 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -4283411.000000 Penalty: 5248.799805
	Iteration 15Q: 3 clusters Score -4283411 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -4283928.000000 Penalty: 5248.799805
	Iteration 16Q: 3 clusters Score -4283928 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -4284201.500000 Penalty: 5248.799805
	Iteration 17Q: 3 clusters Score -4284202 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -4284360.000000 Penalty: 5248.799805
	Iteration 18Q: 3 clusters Score -4284360 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -4284465.500000 Penalty: 5248.799805
	Iteration 19Q: 3 clusters Score -4284466 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -4284518.000000 Penalty: 5248.799805
	Iteration 20F: 3 clusters Score -4284518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -4284555.500000 Penalty: 5248.799805
	Iteration 21Q: 3 clusters Score -4284556 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -4284585.000000 Penalty: 5248.799805
	Iteration 22Q: 3 clusters Score -4284585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -4284599.500000 Penalty: 5248.799805
	Iteration 23Q: 3 clusters Score -4284600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -4284626.000000 Penalty: 5248.799805
	Iteration 24Q: 3 clusters Score -4284626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -4284632.000000 Penalty: 5248.799805
	Iteration 25Q: 3 clusters Score -4284632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -4284642.000000 Penalty: 5248.799805
	Iteration 26Q: 3 clusters Score -4284642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -4284653.000000 Penalty: 5248.799805
	Iteration 27Q: 3 clusters Score -4284653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -4284661.500000 Penalty: 5248.799805
	Iteration 28Q: 3 clusters Score -4284662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -4284672.500000 Penalty: 5248.799805
	Iteration 29Q: 3 clusters Score -4284672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -4284679.000000 Penalty: 5248.799805
	Iteration 30Q: 3 clusters Score -4284679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -4284685.500000 Penalty: 5248.799805
	Iteration 31Q: 3 clusters Score -4284686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -4284689.500000 Penalty: 5248.799805
	Iteration 32Q: 3 clusters Score -4284690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -4284689.000000 Penalty: 5248.799805
	Iteration 33Q: 3 clusters Score -4284689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -4284691.000000 Penalty: 5248.799805
	Iteration 34Q: 3 clusters Score -4284691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -4284688.500000 Penalty: 5248.799805
	Iteration 35Q: 3 clusters Score -4284688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -4284692.500000 Penalty: 5248.799805
	Iteration 36Q: 3 clusters Score -4284692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -4284692.500000 Penalty: 5248.799805
	Iteration 37Q: 3 clusters Score -4284692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -4284694.500000 Penalty: 5248.799805
	Iteration 38Q: 3 clusters Score -4284694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -4284697.500000 Penalty: 5248.799805
	Iteration 39Q: 3 clusters Score -4284698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -4284693.500000 Penalty: 5248.799805
	Iteration 40F: 3 clusters Score -4284694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -4284698.500000 Penalty: 5248.799805
	Iteration 41Q: 3 clusters Score -4284698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -4284698.500000 Penalty: 5248.799805
	Iteration 42F: 3 clusters Score -4284698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Entering Unmasked Estep 
Score: -3599860.750000 Penalty: 2571.701904
	Iteration 0F: 2 clusters Score -3599861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3578040.750000 Penalty: 5143.403809
	Iteration 0F: 3 clusters Score -3578041 nChanged 14493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -3585782.250000 Penalty: 5143.403809
	Iteration 1F: 3 clusters Score -3585782 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3586175.750000 Penalty: 5143.403809
	Iteration 2Q: 3 clusters Score -3586176 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3586521.250000 Penalty: 5143.403809
	Iteration 3Q: 3 clusters Score -3586521 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3586789.000000 Penalty: 5143.403809
	Iteration 4Q: 3 clusters Score -3586789 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3587026.000000 Penalty: 5143.403809
	Iteration 5Q: 3 clusters Score -3587026 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -3587266.500000 Penalty: 5143.403809
	Iteration 6Q: 3 clusters Score -3587266 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -3587558.000000 Penalty: 5143.403809
	Iteration 7Q: 3 clusters Score -3587558 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3587864.250000 Penalty: 5143.403809
	Iteration 8Q: 3 clusters Score -3587864 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3588282.000000 Penalty: 5143.403809
	Iteration 9Q: 3 clusters Score -3588282 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3588825.000000 Penalty: 5143.403809
	Iteration 10Q: 3 clusters Score -3588825 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3589523.000000 Penalty: 5143.403809
	Iteration 11Q: 3 clusters Score -3589523 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -3590283.750000 Penalty: 5143.403809
	Iteration 12Q: 3 clusters Score -3590284 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3591171.500000 Penalty: 5143.403809
	Iteration 13Q: 3 clusters Score -3591172 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3592030.000000 Penalty: 5143.403809
	Iteration 14Q: 3 clusters Score -3592030 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -3592699.250000 Penalty: 5143.403809
	Iteration 15Q: 3 clusters Score -3592699 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3593071.500000 Penalty: 5143.403809
	Iteration 16Q: 3 clusters Score -3593072 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3593284.000000 Penalty: 5143.403809
	Iteration 17Q: 3 clusters Score -3593284 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3593389.250000 Penalty: 5143.403809
	Iteration 18Q: 3 clusters Score -3593389 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -3593442.500000 Penalty: 5143.403809
	Iteration 19Q: 3 clusters Score -3593442 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3593488.500000 Penalty: 5143.403809
	Iteration 20F: 3 clusters Score -3593488 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -3593520.250000 Penalty: 5143.403809
	Iteration 21Q: 3 clusters Score -3593520 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -3593538.250000 Penalty: 5143.403809
	Iteration 22Q: 3 clusters Score -3593538 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3593562.000000 Penalty: 5143.403809
	Iteration 23Q: 3 clusters Score -3593562 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3593587.000000 Penalty: 5143.403809
	Iteration 24Q: 3 clusters Score -3593587 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -3593613.750000 Penalty: 5143.403809
	Iteration 25Q: 3 clusters Score -3593614 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3593633.250000 Penalty: 5143.403809
	Iteration 26Q: 3 clusters Score -3593633 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3593657.500000 Penalty: 5143.403809
	Iteration 27Q: 3 clusters Score -3593658 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3593673.250000 Penalty: 5143.403809
	Iteration 28Q: 3 clusters Score -3593673 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3593688.000000 Penalty: 5143.403809
	Iteration 29Q: 3 clusters Score -3593688 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -3593719.500000 Penalty: 5143.403809
	Iteration 30Q: 3 clusters Score -3593720 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3593734.500000 Penalty: 5143.403809
	Iteration 31Q: 3 clusters Score -3593734 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3593761.000000 Penalty: 5143.403809
	Iteration 32Q: 3 clusters Score -3593761 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -3593784.500000 Penalty: 5143.403809
	Iteration 33Q: 3 clusters Score -3593784 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -3593806.500000 Penalty: 5143.403809
	Iteration 34Q: 3 clusters Score -3593806 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -3593822.250000 Penalty: 5143.403809
	Iteration 35Q: 3 clusters Score -3593822 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -3593855.250000 Penalty: 5143.403809
	Iteration 36Q: 3 clusters Score -3593855 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3593892.500000 Penalty: 5143.403809
	Iteration 37Q: 3 clusters Score -3593892 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -3593920.500000 Penalty: 5143.403809
	Iteration 38Q: 3 clusters Score -3593920 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3593954.250000 Penalty: 5143.403809
	Iteration 39Q: 3 clusters Score -3593954 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3593984.000000 Penalty: 5143.403809
	Iteration 40F: 3 clusters Score -3593984 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3594006.000000 Penalty: 5143.403809
	Iteration 41Q: 3 clusters Score -3594006 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -3594046.500000 Penalty: 5143.403809
	Iteration 42Q: 3 clusters Score -3594046 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -3594086.000000 Penalty: 5143.403809
	Iteration 43Q: 3 clusters Score -3594086 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3594128.750000 Penalty: 5143.403809
	Iteration 44Q: 3 clusters Score -3594129 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -3594145.500000 Penalty: 5143.403809
	Iteration 45Q: 3 clusters Score -3594146 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3594208.250000 Penalty: 5143.403809
	Iteration 46Q: 3 clusters Score -3594208 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -3594253.000000 Penalty: 5143.403809
	Iteration 47Q: 3 clusters Score -3594253 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3594323.250000 Penalty: 5143.403809
	Iteration 48Q: 3 clusters Score -3594323 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3594369.750000 Penalty: 5143.403809
	Iteration 49Q: 3 clusters Score -3594370 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3594409.750000 Penalty: 5143.403809
	Iteration 50Q: 3 clusters Score -3594410 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3594458.500000 Penalty: 5143.403809
	Iteration 51Q: 3 clusters Score -3594458 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3594517.750000 Penalty: 5143.403809
	Iteration 52Q: 3 clusters Score -3594518 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -3594558.000000 Penalty: 5143.403809
	Iteration 53Q: 3 clusters Score -3594558 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -3594613.250000 Penalty: 5143.403809
	Iteration 54Q: 3 clusters Score -3594613 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -3594651.000000 Penalty: 5143.403809
	Iteration 55Q: 3 clusters Score -3594651 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -3594689.750000 Penalty: 5143.403809
	Iteration 56Q: 3 clusters Score -3594690 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -3594735.750000 Penalty: 5143.403809
	Iteration 57Q: 3 clusters Score -3594736 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3594756.000000 Penalty: 5143.403809
	Iteration 58Q: 3 clusters Score -3594756 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -3594776.750000 Penalty: 5143.403809
	Iteration 59Q: 3 clusters Score -3594777 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3594804.750000 Penalty: 5143.403809
	Iteration 60F: 3 clusters Score -3594805 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -3594839.500000 Penalty: 5143.403809
	Iteration 61Q: 3 clusters Score -3594840 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -3594891.750000 Penalty: 5143.403809
	Iteration 62Q: 3 clusters Score -3594892 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -3594932.000000 Penalty: 5143.403809
	Iteration 63Q: 3 clusters Score -3594932 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -3594980.500000 Penalty: 5143.403809
	Iteration 64Q: 3 clusters Score -3594980 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -3595031.750000 Penalty: 5143.403809
	Iteration 65Q: 3 clusters Score -3595032 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -3595112.250000 Penalty: 5143.403809
	Iteration 66Q: 3 clusters Score -3595112 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -3595158.250000 Penalty: 5143.403809
	Iteration 67Q: 3 clusters Score -3595158 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -3595215.000000 Penalty: 5143.403809
	Iteration 68Q: 3 clusters Score -3595215 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -3595294.750000 Penalty: 5143.403809
	Iteration 69Q: 3 clusters Score -3595295 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3595367.500000 Penalty: 5143.403809
	Iteration 70Q: 3 clusters Score -3595368 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3595443.250000 Penalty: 5143.403809
	Iteration 71Q: 3 clusters Score -3595443 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3595516.000000 Penalty: 5143.403809
	Iteration 72Q: 3 clusters Score -3595516 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -3595595.750000 Penalty: 5143.403809
	Iteration 73Q: 3 clusters Score -3595596 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -3595658.250000 Penalty: 5143.403809
	Iteration 74Q: 3 clusters Score -3595658 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -3595725.750000 Penalty: 5143.403809
	Iteration 75Q: 3 clusters Score -3595726 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -3595800.500000 Penalty: 5143.403809
	Iteration 76Q: 3 clusters Score -3595800 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -3595878.250000 Penalty: 5143.403809
	Iteration 77Q: 3 clusters Score -3595878 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3595941.250000 Penalty: 5143.403809
	Iteration 78Q: 3 clusters Score -3595941 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3596005.750000 Penalty: 5143.403809
	Iteration 79Q: 3 clusters Score -3596006 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -3596074.750000 Penalty: 5143.403809
	Iteration 80F: 3 clusters Score -3596075 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3596155.750000 Penalty: 5143.403809
	Iteration 81Q: 3 clusters Score -3596156 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3596234.000000 Penalty: 5143.403809
	Iteration 82Q: 3 clusters Score -3596234 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -3596329.000000 Penalty: 5143.403809
	Iteration 83Q: 3 clusters Score -3596329 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -3596421.000000 Penalty: 5143.403809
	Iteration 84Q: 3 clusters Score -3596421 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -3596497.750000 Penalty: 5143.403809
	Iteration 85Q: 3 clusters Score -3596498 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -3596596.000000 Penalty: 5143.403809
	Iteration 86Q: 3 clusters Score -3596596 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3596675.750000 Penalty: 5143.403809
	Iteration 87Q: 3 clusters Score -3596676 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -3596742.750000 Penalty: 5143.403809
	Iteration 88Q: 3 clusters Score -3596743 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -3596818.000000 Penalty: 5143.403809
	Iteration 89Q: 3 clusters Score -3596818 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -3596908.500000 Penalty: 5143.403809
	Iteration 90Q: 3 clusters Score -3596908 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -3597003.000000 Penalty: 5143.403809
	Iteration 91Q: 3 clusters Score -3597003 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -3597093.250000 Penalty: 5143.403809
	Iteration 92Q: 3 clusters Score -3597093 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -3597161.500000 Penalty: 5143.403809
	Iteration 93Q: 3 clusters Score -3597162 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3597227.500000 Penalty: 5143.403809
	Iteration 94Q: 3 clusters Score -3597228 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -3597270.000000 Penalty: 5143.403809
	Iteration 95Q: 3 clusters Score -3597270 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -3597323.500000 Penalty: 5143.403809
	Iteration 96Q: 3 clusters Score -3597324 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -3597364.500000 Penalty: 5143.403809
	Iteration 97Q: 3 clusters Score -3597364 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -3597399.750000 Penalty: 5143.403809
	Iteration 98Q: 3 clusters Score -3597400 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -3597433.500000 Penalty: 5143.403809
	Iteration 99Q: 3 clusters Score -3597434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -3597470.250000 Penalty: 5143.403809
	Iteration 100F: 3 clusters Score -3597470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -3597504.250000 Penalty: 5143.403809
	Iteration 101Q: 3 clusters Score -3597504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -3597534.750000 Penalty: 5143.403809
	Iteration 102Q: 3 clusters Score -3597535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -3597551.500000 Penalty: 5143.403809
	Iteration 103Q: 3 clusters Score -3597552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -3597571.250000 Penalty: 5143.403809
	Iteration 104Q: 3 clusters Score -3597571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -3597590.750000 Penalty: 5143.403809
	Iteration 105Q: 3 clusters Score -3597591 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -3597589.500000 Penalty: 5143.403809
	Iteration 106Q: 3 clusters Score -3597590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -3597602.500000 Penalty: 5143.403809
	Iteration 107Q: 3 clusters Score -3597602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -3597597.250000 Penalty: 5143.403809
	Iteration 108Q: 3 clusters Score -3597597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -3597603.250000 Penalty: 5143.403809
	Iteration 109Q: 3 clusters Score -3597603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -3597610.500000 Penalty: 5143.403809
	Iteration 110Q: 3 clusters Score -3597610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -3597620.250000 Penalty: 5143.403809
	Iteration 111Q: 3 clusters Score -3597620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -3597618.750000 Penalty: 5143.403809
	Iteration 112Q: 3 clusters Score -3597619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -3597625.000000 Penalty: 5143.403809
	Iteration 113Q: 3 clusters Score -3597625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 30794 members 
Entering Unmasked Estep 
Score: -3597630.000000 Penalty: 5143.403809
	Iteration 114Q: 3 clusters Score -3597630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -3597623.750000 Penalty: 5143.403809
	Iteration 115Q: 3 clusters Score -3597624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -3597626.250000 Penalty: 5143.403809
	Iteration 116Q: 3 clusters Score -3597626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -3597630.000000 Penalty: 5143.403809
	Iteration 117Q: 3 clusters Score -3597630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -3597631.500000 Penalty: 5143.403809
	Iteration 118Q: 3 clusters Score -3597632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -3597635.000000 Penalty: 5143.403809
	Iteration 119Q: 3 clusters Score -3597635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -3597640.500000 Penalty: 5143.403809
	Iteration 120F: 3 clusters Score -3597640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -3597651.750000 Penalty: 5143.403809
	Iteration 121Q: 3 clusters Score -3597652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -3597646.500000 Penalty: 5143.403809
	Iteration 122Q: 3 clusters Score -3597646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -3597650.500000 Penalty: 5143.403809
	Iteration 123Q: 3 clusters Score -3597650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -3597650.500000 Penalty: 5143.403809
	Iteration 124F: 3 clusters Score -3597650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Entering Unmasked Estep 
Score: -324904.812500 Penalty: 1982.919678
	Iteration 0F: 2 clusters Score -324904.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -321638.312500 Penalty: 3965.839355
	Iteration 0F: 3 clusters Score -321638.3 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -322600.687500 Penalty: 3965.839355
	Iteration 1F: 3 clusters Score -322600.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -323002.531250 Penalty: 3965.839355
	Iteration 2F: 3 clusters Score -323002.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -323238.125000 Penalty: 3965.839355
	Iteration 3F: 3 clusters Score -323238.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -323407.093750 Penalty: 3965.839355
	Iteration 4F: 3 clusters Score -323407.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -323541.750000 Penalty: 3965.839355
	Iteration 5Q: 3 clusters Score -323541.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -323658.718750 Penalty: 3965.839355
	Iteration 6Q: 3 clusters Score -323658.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -323754.093750 Penalty: 3965.839355
	Iteration 7Q: 3 clusters Score -323754.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -323812.250000 Penalty: 3965.839355
	Iteration 8Q: 3 clusters Score -323812.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -323871.531250 Penalty: 3965.839355
	Iteration 9Q: 3 clusters Score -323871.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -323909.187500 Penalty: 3965.839355
	Iteration 10Q: 3 clusters Score -323909.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -323933.625000 Penalty: 3965.839355
	Iteration 11Q: 3 clusters Score -323933.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -323942.500000 Penalty: 3965.839355
	Iteration 12Q: 3 clusters Score -323942.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -323953.843750 Penalty: 3965.839355
	Iteration 13Q: 3 clusters Score -323953.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -323962.718750 Penalty: 3965.839355
	Iteration 14Q: 3 clusters Score -323962.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -323968.218750 Penalty: 3965.839355
	Iteration 15Q: 3 clusters Score -323968.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -323973.468750 Penalty: 3965.839355
	Iteration 16Q: 3 clusters Score -323973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -323978.062500 Penalty: 3965.839355
	Iteration 17Q: 3 clusters Score -323978.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -323984.000000 Penalty: 3965.839355
	Iteration 18Q: 3 clusters Score -323984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -323990.343750 Penalty: 3965.839355
	Iteration 19Q: 3 clusters Score -323990.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -323995.687500 Penalty: 3965.839355
	Iteration 20F: 3 clusters Score -323995.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -323996.843750 Penalty: 3965.839355
	Iteration 21Q: 3 clusters Score -323996.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -323999.968750 Penalty: 3965.839355
	Iteration 22Q: 3 clusters Score -324000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -324001.593750 Penalty: 3965.839355
	Iteration 23Q: 3 clusters Score -324001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -324001.562500 Penalty: 3965.839355
	Iteration 24Q: 3 clusters Score -324001.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -324001.562500 Penalty: 3965.839355
	Iteration 25F: 3 clusters Score -324001.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (111146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111146 members 
Entering Unmasked Estep 
Score: -12603408.000000 Penalty: 2881.412842
	Iteration 0F: 2 clusters Score -1.260341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -12529022.000000 Penalty: 5762.825684
	Iteration 0F: 3 clusters Score -1.252902e+07 nChanged 52876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57413 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -12559056.000000 Penalty: 5762.825684
	Iteration 1F: 3 clusters Score -1.255906e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -12559744.000000 Penalty: 5762.825684
	Iteration 2Q: 3 clusters Score -1.255974e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -12560617.000000 Penalty: 5762.825684
	Iteration 3Q: 3 clusters Score -1.256062e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -12561948.000000 Penalty: 5762.825684
	Iteration 4Q: 3 clusters Score -1.256195e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64526 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -12563711.000000 Penalty: 5762.825684
	Iteration 5Q: 3 clusters Score -1.256371e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68852 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -12566326.000000 Penalty: 5762.825684
	Iteration 6Q: 3 clusters Score -1.256633e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74813 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -12570557.000000 Penalty: 5762.825684
	Iteration 7F: 3 clusters Score -1.257056e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82193 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -12576507.000000 Penalty: 5762.825684
	Iteration 8F: 3 clusters Score -1.257651e+07 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90325 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -12583548.000000 Penalty: 5762.825684
	Iteration 9F: 3 clusters Score -1.258355e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97665 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -12590312.000000 Penalty: 5762.825684
	Iteration 10F: 3 clusters Score -1.259031e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102843 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -12594919.000000 Penalty: 5762.825684
	Iteration 11Q: 3 clusters Score -1.259492e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105916 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -12597544.000000 Penalty: 5762.825684
	Iteration 12Q: 3 clusters Score -1.259754e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107756 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -12599033.000000 Penalty: 5762.825684
	Iteration 13Q: 3 clusters Score -1.259903e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108821 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -12599893.000000 Penalty: 5762.825684
	Iteration 14Q: 3 clusters Score -1.259989e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109415 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -12600342.000000 Penalty: 5762.825684
	Iteration 15Q: 3 clusters Score -1.260034e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109768 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -12600564.000000 Penalty: 5762.825684
	Iteration 16Q: 3 clusters Score -1.260056e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109962 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -12600711.000000 Penalty: 5762.825684
	Iteration 17Q: 3 clusters Score -1.260071e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110093 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -12600820.000000 Penalty: 5762.825684
	Iteration 18Q: 3 clusters Score -1.260082e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110185 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -12600867.000000 Penalty: 5762.825684
	Iteration 19Q: 3 clusters Score -1.260087e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110240 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -12600932.000000 Penalty: 5762.825684
	Iteration 20F: 3 clusters Score -1.260093e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110290 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -12600976.000000 Penalty: 5762.825684
	Iteration 21Q: 3 clusters Score -1.260098e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110327 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -12600994.000000 Penalty: 5762.825684
	Iteration 22Q: 3 clusters Score -1.260099e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110352 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -12601009.000000 Penalty: 5762.825684
	Iteration 23Q: 3 clusters Score -1.260101e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110369 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12601013.000000 Penalty: 5762.825684
	Iteration 24Q: 3 clusters Score -1.260101e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110383 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -12601023.000000 Penalty: 5762.825684
	Iteration 25Q: 3 clusters Score -1.260102e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110390 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -12601034.000000 Penalty: 5762.825684
	Iteration 26Q: 3 clusters Score -1.260103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110400 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -12601033.000000 Penalty: 5762.825684
	Iteration 27Q: 3 clusters Score -1.260103e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -12601037.000000 Penalty: 5762.825684
	Iteration 28Q: 3 clusters Score -1.260104e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -12601051.000000 Penalty: 5762.825684
	Iteration 29Q: 3 clusters Score -1.260105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110440 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -12601049.000000 Penalty: 5762.825684
	Iteration 30Q: 3 clusters Score -1.260105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110449 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12601043.000000 Penalty: 5762.825684
	Iteration 31Q: 3 clusters Score -1.260104e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110450 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -12601045.000000 Penalty: 5762.825684
	Iteration 32Q: 3 clusters Score -1.260104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110453 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -12601044.000000 Penalty: 5762.825684
	Iteration 33Q: 3 clusters Score -1.260104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110457 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12601052.000000 Penalty: 5762.825684
	Iteration 34Q: 3 clusters Score -1.260105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110459 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -12601055.000000 Penalty: 5762.825684
	Iteration 35Q: 3 clusters Score -1.260106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110459 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -12601055.000000 Penalty: 5762.825684
	Iteration 36F: 3 clusters Score -1.260106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Entering Unmasked Estep 
Score: -280715.281250 Penalty: 1949.994751
	Iteration 0F: 2 clusters Score -280715.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -277685.937500 Penalty: 3899.989502
	Iteration 0F: 3 clusters Score -277685.9 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -278248.000000 Penalty: 3899.989502
	Iteration 1F: 3 clusters Score -278248 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -278365.656250 Penalty: 3899.989502
	Iteration 2F: 3 clusters Score -278365.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -278420.187500 Penalty: 3899.989502
	Iteration 3Q: 3 clusters Score -278420.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -278459.000000 Penalty: 3899.989502
	Iteration 4Q: 3 clusters Score -278459 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -278491.062500 Penalty: 3899.989502
	Iteration 5Q: 3 clusters Score -278491.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -278512.156250 Penalty: 3899.989502
	Iteration 6Q: 3 clusters Score -278512.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -278527.281250 Penalty: 3899.989502
	Iteration 7Q: 3 clusters Score -278527.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -278540.218750 Penalty: 3899.989502
	Iteration 8Q: 3 clusters Score -278540.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -278547.593750 Penalty: 3899.989502
	Iteration 9Q: 3 clusters Score -278547.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -278554.843750 Penalty: 3899.989502
	Iteration 10Q: 3 clusters Score -278554.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -278561.781250 Penalty: 3899.989502
	Iteration 11Q: 3 clusters Score -278561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -278565.812500 Penalty: 3899.989502
	Iteration 12Q: 3 clusters Score -278565.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -278570.593750 Penalty: 3899.989502
	Iteration 13Q: 3 clusters Score -278570.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -278576.625000 Penalty: 3899.989502
	Iteration 14Q: 3 clusters Score -278576.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -278580.312500 Penalty: 3899.989502
	Iteration 15Q: 3 clusters Score -278580.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -278582.750000 Penalty: 3899.989502
	Iteration 16Q: 3 clusters Score -278582.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -278587.468750 Penalty: 3899.989502
	Iteration 17Q: 3 clusters Score -278587.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -278591.250000 Penalty: 3899.989502
	Iteration 18Q: 3 clusters Score -278591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -278593.187500 Penalty: 3899.989502
	Iteration 19Q: 3 clusters Score -278593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -278594.750000 Penalty: 3899.989502
	Iteration 20F: 3 clusters Score -278594.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -278596.718750 Penalty: 3899.989502
	Iteration 21Q: 3 clusters Score -278596.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -278598.531250 Penalty: 3899.989502
	Iteration 22Q: 3 clusters Score -278598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -278599.781250 Penalty: 3899.989502
	Iteration 23Q: 3 clusters Score -278599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -278599.875000 Penalty: 3899.989502
	Iteration 24Q: 3 clusters Score -278599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -278600.468750 Penalty: 3899.989502
	Iteration 25Q: 3 clusters Score -278600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -278600.250000 Penalty: 3899.989502
	Iteration 26Q: 3 clusters Score -278600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -278600.250000 Penalty: 3899.989502
	Iteration 27F: 3 clusters Score -278600.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Entering Unmasked Estep 
Score: -1251514.125000 Penalty: 2311.981934
	Iteration 0F: 2 clusters Score -1251514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1243063.750000 Penalty: 4623.963867
	Iteration 0F: 3 clusters Score -1243064 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1245433.625000 Penalty: 4623.963867
	Iteration 1F: 3 clusters Score -1245434 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1245706.250000 Penalty: 4623.963867
	Iteration 2F: 3 clusters Score -1245706 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1245904.750000 Penalty: 4623.963867
	Iteration 3Q: 3 clusters Score -1245905 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1246046.500000 Penalty: 4623.963867
	Iteration 4Q: 3 clusters Score -1246046 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1246150.375000 Penalty: 4623.963867
	Iteration 5Q: 3 clusters Score -1246150 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1246257.250000 Penalty: 4623.963867
	Iteration 6Q: 3 clusters Score -1246257 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1246360.875000 Penalty: 4623.963867
	Iteration 7Q: 3 clusters Score -1246361 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1246463.375000 Penalty: 4623.963867
	Iteration 8Q: 3 clusters Score -1246463 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1246579.500000 Penalty: 4623.963867
	Iteration 9Q: 3 clusters Score -1246580 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1246724.250000 Penalty: 4623.963867
	Iteration 10Q: 3 clusters Score -1246724 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1246903.750000 Penalty: 4623.963867
	Iteration 11Q: 3 clusters Score -1246904 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1247097.250000 Penalty: 4623.963867
	Iteration 12Q: 3 clusters Score -1247097 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1247323.500000 Penalty: 4623.963867
	Iteration 13Q: 3 clusters Score -1247324 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1247625.875000 Penalty: 4623.963867
	Iteration 14Q: 3 clusters Score -1247626 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1247996.375000 Penalty: 4623.963867
	Iteration 15Q: 3 clusters Score -1247996 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1248365.500000 Penalty: 4623.963867
	Iteration 16Q: 3 clusters Score -1248366 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1248679.875000 Penalty: 4623.963867
	Iteration 17Q: 3 clusters Score -1248680 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1248945.750000 Penalty: 4623.963867
	Iteration 18Q: 3 clusters Score -1248946 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1249118.625000 Penalty: 4623.963867
	Iteration 19Q: 3 clusters Score -1249119 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1249226.750000 Penalty: 4623.963867
	Iteration 20F: 3 clusters Score -1249227 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1249335.875000 Penalty: 4623.963867
	Iteration 21Q: 3 clusters Score -1249336 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1249400.625000 Penalty: 4623.963867
	Iteration 22Q: 3 clusters Score -1249401 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1249433.875000 Penalty: 4623.963867
	Iteration 23Q: 3 clusters Score -1249434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1249464.875000 Penalty: 4623.963867
	Iteration 24Q: 3 clusters Score -1249465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1249488.625000 Penalty: 4623.963867
	Iteration 25Q: 3 clusters Score -1249489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1249507.500000 Penalty: 4623.963867
	Iteration 26Q: 3 clusters Score -1249508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1249514.250000 Penalty: 4623.963867
	Iteration 27Q: 3 clusters Score -1249514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1249520.125000 Penalty: 4623.963867
	Iteration 28Q: 3 clusters Score -1249520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1249525.750000 Penalty: 4623.963867
	Iteration 29Q: 3 clusters Score -1249526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1249529.125000 Penalty: 4623.963867
	Iteration 30Q: 3 clusters Score -1249529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1249530.375000 Penalty: 4623.963867
	Iteration 31Q: 3 clusters Score -1249530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1249533.000000 Penalty: 4623.963867
	Iteration 32Q: 3 clusters Score -1249533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1249533.000000 Penalty: 4623.963867
	Iteration 33Q: 3 clusters Score -1249533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1249533.000000 Penalty: 4623.963867
	Iteration 34F: 3 clusters Score -1249533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (320869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320869 members 
Entering Unmasked Estep 
Score: -35452484.000000 Penalty: 3144.339355
	Iteration 0F: 2 clusters Score -3.545248e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160488 members 
Mstep: Class 2 contains 160381 members 
Entering Unmasked Estep 
Score: -35270220.000000 Penalty: 6288.678711
	Iteration 0F: 3 clusters Score -3.527022e+07 nChanged 155660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160532 members 
Mstep: Class 2 contains 160337 members 
Entering Unmasked Estep 
Score: -35361772.000000 Penalty: 6288.678711
	Iteration 1F: 3 clusters Score -3.536177e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161044 members 
Mstep: Class 2 contains 159825 members 
Entering Unmasked Estep 
Score: -35362984.000000 Penalty: 6288.678711
	Iteration 2Q: 3 clusters Score -3.536298e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161935 members 
Mstep: Class 2 contains 158934 members 
Entering Unmasked Estep 
Score: -35364244.000000 Penalty: 6288.678711
	Iteration 3Q: 3 clusters Score -3.536424e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163295 members 
Mstep: Class 2 contains 157574 members 
Entering Unmasked Estep 
Score: -35365776.000000 Penalty: 6288.678711
	Iteration 4Q: 3 clusters Score -3.536578e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165329 members 
Mstep: Class 2 contains 155540 members 
Entering Unmasked Estep 
Score: -35367836.000000 Penalty: 6288.678711
	Iteration 5Q: 3 clusters Score -3.536784e+07 nChanged 9630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168365 members 
Mstep: Class 2 contains 152504 members 
Entering Unmasked Estep 
Score: -35370084.000000 Penalty: 6288.678711
	Iteration 6Q: 3 clusters Score -3.537008e+07 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172703 members 
Mstep: Class 2 contains 148166 members 
Entering Unmasked Estep 
Score: -35373140.000000 Penalty: 6288.678711
	Iteration 7Q: 3 clusters Score -3.537314e+07 nChanged 13199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178640 members 
Mstep: Class 2 contains 142229 members 
Entering Unmasked Estep 
Score: -35377508.000000 Penalty: 6288.678711
	Iteration 8Q: 3 clusters Score -3.537751e+07 nChanged 15693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186095 members 
Mstep: Class 2 contains 134774 members 
Entering Unmasked Estep 
Score: -35384864.000000 Penalty: 6288.678711
	Iteration 9Q: 3 clusters Score -3.538486e+07 nChanged 18024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194255 members 
Mstep: Class 2 contains 126614 members 
Entering Unmasked Estep 
Score: -35394488.000000 Penalty: 6288.678711
	Iteration 10F: 3 clusters Score -3.539449e+07 nChanged 19283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201118 members 
Mstep: Class 2 contains 119751 members 
Entering Unmasked Estep 
Score: -35406592.000000 Penalty: 6288.678711
	Iteration 11F: 3 clusters Score -3.540659e+07 nChanged 18970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204756 members 
Mstep: Class 2 contains 116113 members 
Entering Unmasked Estep 
Score: -35418492.000000 Penalty: 6288.678711
	Iteration 12F: 3 clusters Score -3.541849e+07 nChanged 15792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205476 members 
Mstep: Class 2 contains 115393 members 
Entering Unmasked Estep 
Score: -35425456.000000 Penalty: 6288.678711
	Iteration 13Q: 3 clusters Score -3.542546e+07 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205338 members 
Mstep: Class 2 contains 115531 members 
Entering Unmasked Estep 
Score: -35428124.000000 Penalty: 6288.678711
	Iteration 14Q: 3 clusters Score -3.542812e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205206 members 
Mstep: Class 2 contains 115663 members 
Entering Unmasked Estep 
Score: -35428736.000000 Penalty: 6288.678711
	Iteration 15Q: 3 clusters Score -3.542874e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205187 members 
Mstep: Class 2 contains 115682 members 
Entering Unmasked Estep 
Score: -35428788.000000 Penalty: 6288.678711
	Iteration 16Q: 3 clusters Score -3.542879e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205156 members 
Mstep: Class 2 contains 115713 members 
Entering Unmasked Estep 
Score: -35428936.000000 Penalty: 6288.678711
	Iteration 17Q: 3 clusters Score -3.542894e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205016 members 
Mstep: Class 2 contains 115853 members 
Entering Unmasked Estep 
Score: -35428880.000000 Penalty: 6288.678711
	Iteration 18Q: 3 clusters Score -3.542888e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204822 members 
Mstep: Class 2 contains 116047 members 
Entering Unmasked Estep 
Score: -35428868.000000 Penalty: 6288.678711
	Iteration 19Q: 3 clusters Score -3.542887e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204547 members 
Mstep: Class 2 contains 116322 members 
Entering Unmasked Estep 
Score: -35429136.000000 Penalty: 6288.678711
	Iteration 20F: 3 clusters Score -3.542914e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204237 members 
Mstep: Class 2 contains 116632 members 
Entering Unmasked Estep 
Score: -35429244.000000 Penalty: 6288.678711
	Iteration 21Q: 3 clusters Score -3.542924e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203883 members 
Mstep: Class 2 contains 116986 members 
Entering Unmasked Estep 
Score: -35429368.000000 Penalty: 6288.678711
	Iteration 22Q: 3 clusters Score -3.542937e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203469 members 
Mstep: Class 2 contains 117400 members 
Entering Unmasked Estep 
Score: -35429240.000000 Penalty: 6288.678711
	Iteration 23Q: 3 clusters Score -3.542924e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203005 members 
Mstep: Class 2 contains 117864 members 
Entering Unmasked Estep 
Score: -35429224.000000 Penalty: 6288.678711
	Iteration 24Q: 3 clusters Score -3.542922e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202568 members 
Mstep: Class 2 contains 118301 members 
Entering Unmasked Estep 
Score: -35429280.000000 Penalty: 6288.678711
	Iteration 25Q: 3 clusters Score -3.542928e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202040 members 
Mstep: Class 2 contains 118829 members 
Entering Unmasked Estep 
Score: -35429320.000000 Penalty: 6288.678711
	Iteration 26Q: 3 clusters Score -3.542932e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201557 members 
Mstep: Class 2 contains 119312 members 
Entering Unmasked Estep 
Score: -35429452.000000 Penalty: 6288.678711
	Iteration 27Q: 3 clusters Score -3.542945e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201045 members 
Mstep: Class 2 contains 119824 members 
Entering Unmasked Estep 
Score: -35429616.000000 Penalty: 6288.678711
	Iteration 28Q: 3 clusters Score -3.542962e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200467 members 
Mstep: Class 2 contains 120402 members 
Entering Unmasked Estep 
Score: -35429856.000000 Penalty: 6288.678711
	Iteration 29Q: 3 clusters Score -3.542986e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199912 members 
Mstep: Class 2 contains 120957 members 
Entering Unmasked Estep 
Score: -35430140.000000 Penalty: 6288.678711
	Iteration 30Q: 3 clusters Score -3.543014e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199380 members 
Mstep: Class 2 contains 121489 members 
Entering Unmasked Estep 
Score: -35430352.000000 Penalty: 6288.678711
	Iteration 31Q: 3 clusters Score -3.543035e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198880 members 
Mstep: Class 2 contains 121989 members 
Entering Unmasked Estep 
Score: -35430576.000000 Penalty: 6288.678711
	Iteration 32Q: 3 clusters Score -3.543058e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198322 members 
Mstep: Class 2 contains 122547 members 
Entering Unmasked Estep 
Score: -35430888.000000 Penalty: 6288.678711
	Iteration 33Q: 3 clusters Score -3.543089e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197822 members 
Mstep: Class 2 contains 123047 members 
Entering Unmasked Estep 
Score: -35431044.000000 Penalty: 6288.678711
	Iteration 34Q: 3 clusters Score -3.543104e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197439 members 
Mstep: Class 2 contains 123430 members 
Entering Unmasked Estep 
Score: -35431392.000000 Penalty: 6288.678711
	Iteration 35Q: 3 clusters Score -3.543139e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197067 members 
Mstep: Class 2 contains 123802 members 
Entering Unmasked Estep 
Score: -35431580.000000 Penalty: 6288.678711
	Iteration 36Q: 3 clusters Score -3.543158e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196723 members 
Mstep: Class 2 contains 124146 members 
Entering Unmasked Estep 
Score: -35431820.000000 Penalty: 6288.678711
	Iteration 37Q: 3 clusters Score -3.543182e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196526 members 
Mstep: Class 2 contains 124343 members 
Entering Unmasked Estep 
Score: -35431980.000000 Penalty: 6288.678711
	Iteration 38Q: 3 clusters Score -3.543198e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196374 members 
Mstep: Class 2 contains 124495 members 
Entering Unmasked Estep 
Score: -35432128.000000 Penalty: 6288.678711
	Iteration 39Q: 3 clusters Score -3.543213e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196248 members 
Mstep: Class 2 contains 124621 members 
Entering Unmasked Estep 
Score: -35432280.000000 Penalty: 6288.678711
	Iteration 40F: 3 clusters Score -3.543228e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196194 members 
Mstep: Class 2 contains 124675 members 
Entering Unmasked Estep 
Score: -35432320.000000 Penalty: 6288.678711
	Iteration 41Q: 3 clusters Score -3.543232e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196212 members 
Mstep: Class 2 contains 124657 members 
Entering Unmasked Estep 
Score: -35432384.000000 Penalty: 6288.678711
	Iteration 42Q: 3 clusters Score -3.543238e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196230 members 
Mstep: Class 2 contains 124639 members 
Entering Unmasked Estep 
Score: -35432636.000000 Penalty: 6288.678711
	Iteration 43Q: 3 clusters Score -3.543264e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196430 members 
Mstep: Class 2 contains 124439 members 
Entering Unmasked Estep 
Score: -35432788.000000 Penalty: 6288.678711
	Iteration 44Q: 3 clusters Score -3.543279e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196679 members 
Mstep: Class 2 contains 124190 members 
Entering Unmasked Estep 
Score: -35432976.000000 Penalty: 6288.678711
	Iteration 45Q: 3 clusters Score -3.543298e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196979 members 
Mstep: Class 2 contains 123890 members 
Entering Unmasked Estep 
Score: -35433084.000000 Penalty: 6288.678711
	Iteration 46Q: 3 clusters Score -3.543308e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197313 members 
Mstep: Class 2 contains 123556 members 
Entering Unmasked Estep 
Score: -35433224.000000 Penalty: 6288.678711
	Iteration 47Q: 3 clusters Score -3.543322e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197610 members 
Mstep: Class 2 contains 123259 members 
Entering Unmasked Estep 
Score: -35433248.000000 Penalty: 6288.678711
	Iteration 48Q: 3 clusters Score -3.543325e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197979 members 
Mstep: Class 2 contains 122890 members 
Entering Unmasked Estep 
Score: -35433436.000000 Penalty: 6288.678711
	Iteration 49Q: 3 clusters Score -3.543344e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198416 members 
Mstep: Class 2 contains 122453 members 
Entering Unmasked Estep 
Score: -35433596.000000 Penalty: 6288.678711
	Iteration 50Q: 3 clusters Score -3.54336e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198913 members 
Mstep: Class 2 contains 121956 members 
Entering Unmasked Estep 
Score: -35433712.000000 Penalty: 6288.678711
	Iteration 51Q: 3 clusters Score -3.543371e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199431 members 
Mstep: Class 2 contains 121438 members 
Entering Unmasked Estep 
Score: -35433944.000000 Penalty: 6288.678711
	Iteration 52Q: 3 clusters Score -3.543394e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200053 members 
Mstep: Class 2 contains 120816 members 
Entering Unmasked Estep 
Score: -35434264.000000 Penalty: 6288.678711
	Iteration 53Q: 3 clusters Score -3.543426e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200735 members 
Mstep: Class 2 contains 120134 members 
Entering Unmasked Estep 
Score: -35434512.000000 Penalty: 6288.678711
	Iteration 54Q: 3 clusters Score -3.543451e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201439 members 
Mstep: Class 2 contains 119430 members 
Entering Unmasked Estep 
Score: -35434576.000000 Penalty: 6288.678711
	Iteration 55Q: 3 clusters Score -3.543458e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202164 members 
Mstep: Class 2 contains 118705 members 
Entering Unmasked Estep 
Score: -35434660.000000 Penalty: 6288.678711
	Iteration 56Q: 3 clusters Score -3.543466e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202870 members 
Mstep: Class 2 contains 117999 members 
Entering Unmasked Estep 
Score: -35434780.000000 Penalty: 6288.678711
	Iteration 57Q: 3 clusters Score -3.543478e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203630 members 
Mstep: Class 2 contains 117239 members 
Entering Unmasked Estep 
Score: -35435084.000000 Penalty: 6288.678711
	Iteration 58Q: 3 clusters Score -3.543508e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204449 members 
Mstep: Class 2 contains 116420 members 
Entering Unmasked Estep 
Score: -35435292.000000 Penalty: 6288.678711
	Iteration 59Q: 3 clusters Score -3.543529e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205441 members 
Mstep: Class 2 contains 115428 members 
Entering Unmasked Estep 
Score: -35435540.000000 Penalty: 6288.678711
	Iteration 60F: 3 clusters Score -3.543554e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206553 members 
Mstep: Class 2 contains 114316 members 
Entering Unmasked Estep 
Score: -35435892.000000 Penalty: 6288.678711
	Iteration 61Q: 3 clusters Score -3.543589e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207770 members 
Mstep: Class 2 contains 113099 members 
Entering Unmasked Estep 
Score: -35436260.000000 Penalty: 6288.678711
	Iteration 62Q: 3 clusters Score -3.543626e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209089 members 
Mstep: Class 2 contains 111780 members 
Entering Unmasked Estep 
Score: -35436700.000000 Penalty: 6288.678711
	Iteration 63Q: 3 clusters Score -3.54367e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210451 members 
Mstep: Class 2 contains 110418 members 
Entering Unmasked Estep 
Score: -35437124.000000 Penalty: 6288.678711
	Iteration 64Q: 3 clusters Score -3.543712e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211946 members 
Mstep: Class 2 contains 108923 members 
Entering Unmasked Estep 
Score: -35437548.000000 Penalty: 6288.678711
	Iteration 65Q: 3 clusters Score -3.543755e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213628 members 
Mstep: Class 2 contains 107241 members 
Entering Unmasked Estep 
Score: -35438016.000000 Penalty: 6288.678711
	Iteration 66Q: 3 clusters Score -3.543802e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215398 members 
Mstep: Class 2 contains 105471 members 
Entering Unmasked Estep 
Score: -35438516.000000 Penalty: 6288.678711
	Iteration 67Q: 3 clusters Score -3.543852e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217233 members 
Mstep: Class 2 contains 103636 members 
Entering Unmasked Estep 
Score: -35438980.000000 Penalty: 6288.678711
	Iteration 68Q: 3 clusters Score -3.543898e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219203 members 
Mstep: Class 2 contains 101666 members 
Entering Unmasked Estep 
Score: -35439568.000000 Penalty: 6288.678711
	Iteration 69Q: 3 clusters Score -3.543957e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221327 members 
Mstep: Class 2 contains 99542 members 
Entering Unmasked Estep 
Score: -35440088.000000 Penalty: 6288.678711
	Iteration 70Q: 3 clusters Score -3.544009e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223523 members 
Mstep: Class 2 contains 97346 members 
Entering Unmasked Estep 
Score: -35440588.000000 Penalty: 6288.678711
	Iteration 71Q: 3 clusters Score -3.544059e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225833 members 
Mstep: Class 2 contains 95036 members 
Entering Unmasked Estep 
Score: -35441080.000000 Penalty: 6288.678711
	Iteration 72Q: 3 clusters Score -3.544108e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228096 members 
Mstep: Class 2 contains 92773 members 
Entering Unmasked Estep 
Score: -35441632.000000 Penalty: 6288.678711
	Iteration 73Q: 3 clusters Score -3.544163e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230442 members 
Mstep: Class 2 contains 90427 members 
Entering Unmasked Estep 
Score: -35442336.000000 Penalty: 6288.678711
	Iteration 74Q: 3 clusters Score -3.544234e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232829 members 
Mstep: Class 2 contains 88040 members 
Entering Unmasked Estep 
Score: -35443192.000000 Penalty: 6288.678711
	Iteration 75Q: 3 clusters Score -3.544319e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235325 members 
Mstep: Class 2 contains 85544 members 
Entering Unmasked Estep 
Score: -35444052.000000 Penalty: 6288.678711
	Iteration 76Q: 3 clusters Score -3.544405e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237954 members 
Mstep: Class 2 contains 82915 members 
Entering Unmasked Estep 
Score: -35445108.000000 Penalty: 6288.678711
	Iteration 77Q: 3 clusters Score -3.544511e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240760 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -35446016.000000 Penalty: 6288.678711
	Iteration 78Q: 3 clusters Score -3.544602e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243613 members 
Mstep: Class 2 contains 77256 members 
Entering Unmasked Estep 
Score: -35446948.000000 Penalty: 6288.678711
	Iteration 79Q: 3 clusters Score -3.544695e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246656 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -35448152.000000 Penalty: 6288.678711
	Iteration 80F: 3 clusters Score -3.544815e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249852 members 
Mstep: Class 2 contains 71017 members 
Entering Unmasked Estep 
Score: -35448928.000000 Penalty: 6288.678711
	Iteration 81Q: 3 clusters Score -3.544893e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253117 members 
Mstep: Class 2 contains 67752 members 
Entering Unmasked Estep 
Score: -35450012.000000 Penalty: 6288.678711
	Iteration 82Q: 3 clusters Score -3.545001e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256309 members 
Mstep: Class 2 contains 64560 members 
Entering Unmasked Estep 
Score: -35450928.000000 Penalty: 6288.678711
	Iteration 83Q: 3 clusters Score -3.545093e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259493 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -35452148.000000 Penalty: 6288.678711
	Iteration 84Q: 3 clusters Score -3.545215e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262688 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -35453192.000000 Penalty: 6288.678711
	Iteration 85Q: 3 clusters Score -3.545319e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265859 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -35454332.000000 Penalty: 6288.678711
	Iteration 86Q: 3 clusters Score -3.545433e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268958 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -35455540.000000 Penalty: 6288.678711
	Iteration 87Q: 3 clusters Score -3.545554e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272037 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -35456708.000000 Penalty: 6288.678711
	Iteration 88Q: 3 clusters Score -3.545671e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275065 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -35457888.000000 Penalty: 6288.678711
	Iteration 89Q: 3 clusters Score -3.545789e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277993 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -35459144.000000 Penalty: 6288.678711
	Iteration 90Q: 3 clusters Score -3.545914e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280815 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -35460364.000000 Penalty: 6288.678711
	Iteration 91Q: 3 clusters Score -3.546036e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283522 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -35461760.000000 Penalty: 6288.678711
	Iteration 92Q: 3 clusters Score -3.546176e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286152 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -35462728.000000 Penalty: 6288.678711
	Iteration 93Q: 3 clusters Score -3.546273e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288610 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -35463452.000000 Penalty: 6288.678711
	Iteration 94Q: 3 clusters Score -3.546345e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290984 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -35463996.000000 Penalty: 6288.678711
	Iteration 95Q: 3 clusters Score -3.5464e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293236 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -35464136.000000 Penalty: 6288.678711
	Iteration 96Q: 3 clusters Score -3.546414e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295450 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -35464572.000000 Penalty: 6288.678711
	Iteration 97Q: 3 clusters Score -3.546457e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297700 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -35465004.000000 Penalty: 6288.678711
	Iteration 98Q: 3 clusters Score -3.5465e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299959 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -35465084.000000 Penalty: 6288.678711
	Iteration 99Q: 3 clusters Score -3.546508e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302155 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -35464840.000000 Penalty: 6288.678711
	Iteration 100F: 3 clusters Score -3.546484e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304283 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -35464304.000000 Penalty: 6288.678711
	Iteration 101Q: 3 clusters Score -3.54643e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306209 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -35463644.000000 Penalty: 6288.678711
	Iteration 102Q: 3 clusters Score -3.546364e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307933 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -35462616.000000 Penalty: 6288.678711
	Iteration 103Q: 3 clusters Score -3.546262e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309531 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -35461840.000000 Penalty: 6288.678711
	Iteration 104Q: 3 clusters Score -3.546184e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310866 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -35460768.000000 Penalty: 6288.678711
	Iteration 105Q: 3 clusters Score -3.546077e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312020 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -35459936.000000 Penalty: 6288.678711
	Iteration 106Q: 3 clusters Score -3.545994e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313045 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -35459136.000000 Penalty: 6288.678711
	Iteration 107Q: 3 clusters Score -3.545914e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313928 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -35458128.000000 Penalty: 6288.678711
	Iteration 108Q: 3 clusters Score -3.545813e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314739 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -35457408.000000 Penalty: 6288.678711
	Iteration 109Q: 3 clusters Score -3.545741e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315445 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -35456812.000000 Penalty: 6288.678711
	Iteration 110Q: 3 clusters Score -3.545681e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316087 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -35456176.000000 Penalty: 6288.678711
	Iteration 111Q: 3 clusters Score -3.545618e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316668 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -35455544.000000 Penalty: 6288.678711
	Iteration 112Q: 3 clusters Score -3.545554e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317141 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -35454980.000000 Penalty: 6288.678711
	Iteration 113Q: 3 clusters Score -3.545498e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317542 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -35454552.000000 Penalty: 6288.678711
	Iteration 114Q: 3 clusters Score -3.545455e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317881 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -35454124.000000 Penalty: 6288.678711
	Iteration 115Q: 3 clusters Score -3.545412e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318194 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -35453732.000000 Penalty: 6288.678711
	Iteration 116Q: 3 clusters Score -3.545373e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318493 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -35453204.000000 Penalty: 6288.678711
	Iteration 117Q: 3 clusters Score -3.54532e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318740 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -35452864.000000 Penalty: 6288.678711
	Iteration 118Q: 3 clusters Score -3.545286e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318941 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -35452608.000000 Penalty: 6288.678711
	Iteration 119Q: 3 clusters Score -3.545261e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319114 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -35452508.000000 Penalty: 6288.678711
	Iteration 120F: 3 clusters Score -3.545251e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319259 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -35452312.000000 Penalty: 6288.678711
	Iteration 121Q: 3 clusters Score -3.545231e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319374 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -35452156.000000 Penalty: 6288.678711
	Iteration 122Q: 3 clusters Score -3.545216e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319466 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -35452032.000000 Penalty: 6288.678711
	Iteration 123Q: 3 clusters Score -3.545203e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319547 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -35451920.000000 Penalty: 6288.678711
	Iteration 124Q: 3 clusters Score -3.545192e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319618 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -35451840.000000 Penalty: 6288.678711
	Iteration 125Q: 3 clusters Score -3.545184e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319677 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -35451800.000000 Penalty: 6288.678711
	Iteration 126Q: 3 clusters Score -3.54518e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319724 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -35451728.000000 Penalty: 6288.678711
	Iteration 127Q: 3 clusters Score -3.545173e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319766 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -35451652.000000 Penalty: 6288.678711
	Iteration 128Q: 3 clusters Score -3.545165e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319806 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -35451628.000000 Penalty: 6288.678711
	Iteration 129Q: 3 clusters Score -3.545163e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319837 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -35451544.000000 Penalty: 6288.678711
	Iteration 130Q: 3 clusters Score -3.545154e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319870 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -35451508.000000 Penalty: 6288.678711
	Iteration 131Q: 3 clusters Score -3.545151e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319894 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -35451460.000000 Penalty: 6288.678711
	Iteration 132Q: 3 clusters Score -3.545146e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319916 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -35451468.000000 Penalty: 6288.678711
	Iteration 133Q: 3 clusters Score -3.545147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319930 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -35451460.000000 Penalty: 6288.678711
	Iteration 134Q: 3 clusters Score -3.545146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319935 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -35451460.000000 Penalty: 6288.678711
	Iteration 135Q: 3 clusters Score -3.545146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319948 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -35451444.000000 Penalty: 6288.678711
	Iteration 136Q: 3 clusters Score -3.545144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319956 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -35451428.000000 Penalty: 6288.678711
	Iteration 137Q: 3 clusters Score -3.545143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319961 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -35451424.000000 Penalty: 6288.678711
	Iteration 138Q: 3 clusters Score -3.545142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319965 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -35451436.000000 Penalty: 6288.678711
	Iteration 139Q: 3 clusters Score -3.545144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319971 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -35451408.000000 Penalty: 6288.678711
	Iteration 140F: 3 clusters Score -3.545141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319976 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -35451416.000000 Penalty: 6288.678711
	Iteration 141Q: 3 clusters Score -3.545142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319978 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -35451416.000000 Penalty: 6288.678711
	Iteration 142Q: 3 clusters Score -3.545142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319981 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -35451400.000000 Penalty: 6288.678711
	Iteration 143Q: 3 clusters Score -3.54514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319987 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -35451376.000000 Penalty: 6288.678711
	Iteration 144Q: 3 clusters Score -3.545138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319997 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -35451364.000000 Penalty: 6288.678711
	Iteration 145Q: 3 clusters Score -3.545136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320003 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -35451388.000000 Penalty: 6288.678711
	Iteration 146Q: 3 clusters Score -3.545139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320007 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -35451376.000000 Penalty: 6288.678711
	Iteration 147Q: 3 clusters Score -3.545138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320010 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -35451368.000000 Penalty: 6288.678711
	Iteration 148Q: 3 clusters Score -3.545137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320013 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -35451360.000000 Penalty: 6288.678711
	Iteration 149Q: 3 clusters Score -3.545136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320017 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -35451348.000000 Penalty: 6288.678711
	Iteration 150Q: 3 clusters Score -3.545135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320019 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -35451344.000000 Penalty: 6288.678711
	Iteration 151Q: 3 clusters Score -3.545134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320020 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -35451340.000000 Penalty: 6288.678711
	Iteration 152Q: 3 clusters Score -3.545134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320021 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -35451348.000000 Penalty: 6288.678711
	Iteration 153Q: 3 clusters Score -3.545135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320023 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -35451340.000000 Penalty: 6288.678711
	Iteration 154Q: 3 clusters Score -3.545134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320025 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -35451356.000000 Penalty: 6288.678711
	Iteration 155Q: 3 clusters Score -3.545136e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320028 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -35451324.000000 Penalty: 6288.678711
	Iteration 156Q: 3 clusters Score -3.545132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320028 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -35451324.000000 Penalty: 6288.678711
	Iteration 157F: 3 clusters Score -3.545132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -24097.187500 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -24097.19 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 144 members 
Entering Unmasked Estep 
Score: -22880.558594 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -22880.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22972.003906 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -22972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23029.919922 Penalty: 2805.372070
	Iteration 2Q: 3 clusters Score -23029.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -23063.890625 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -23063.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -23085.298828 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -23085.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23090.226562 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -23090.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -23090.226562 Penalty: 2805.372070
	Iteration 6F: 3 clusters Score -23090.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Entering Unmasked Estep 
Score: -3028421.000000 Penalty: 2530.316406
	Iteration 0F: 2 clusters Score -3028421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3009753.000000 Penalty: 5060.632812
	Iteration 0F: 3 clusters Score -3009753 nChanged 12154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -3016496.000000 Penalty: 5060.632812
	Iteration 1F: 3 clusters Score -3016496 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -3017169.750000 Penalty: 5060.632812
	Iteration 2F: 3 clusters Score -3017170 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -3018029.000000 Penalty: 5060.632812
	Iteration 3F: 3 clusters Score -3018029 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3019075.000000 Penalty: 5060.632812
	Iteration 4F: 3 clusters Score -3019075 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3020269.750000 Penalty: 5060.632812
	Iteration 5F: 3 clusters Score -3020270 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3021377.750000 Penalty: 5060.632812
	Iteration 6F: 3 clusters Score -3021378 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3022478.500000 Penalty: 5060.632812
	Iteration 7F: 3 clusters Score -3022478 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -3023461.250000 Penalty: 5060.632812
	Iteration 8F: 3 clusters Score -3023461 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -3024283.250000 Penalty: 5060.632812
	Iteration 9Q: 3 clusters Score -3024283 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3024996.250000 Penalty: 5060.632812
	Iteration 10Q: 3 clusters Score -3024996 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -3025574.750000 Penalty: 5060.632812
	Iteration 11Q: 3 clusters Score -3025575 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3026095.750000 Penalty: 5060.632812
	Iteration 12Q: 3 clusters Score -3026096 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3026604.000000 Penalty: 5060.632812
	Iteration 13Q: 3 clusters Score -3026604 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3026993.250000 Penalty: 5060.632812
	Iteration 14Q: 3 clusters Score -3026993 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -3027220.000000 Penalty: 5060.632812
	Iteration 15Q: 3 clusters Score -3027220 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -3027354.000000 Penalty: 5060.632812
	Iteration 16Q: 3 clusters Score -3027354 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -3027412.250000 Penalty: 5060.632812
	Iteration 17Q: 3 clusters Score -3027412 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -3027456.750000 Penalty: 5060.632812
	Iteration 18Q: 3 clusters Score -3027457 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -3027479.750000 Penalty: 5060.632812
	Iteration 19Q: 3 clusters Score -3027480 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -3027501.250000 Penalty: 5060.632812
	Iteration 20F: 3 clusters Score -3027501 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3027516.500000 Penalty: 5060.632812
	Iteration 21Q: 3 clusters Score -3027516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -3027517.750000 Penalty: 5060.632812
	Iteration 22Q: 3 clusters Score -3027518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3027520.500000 Penalty: 5060.632812
	Iteration 23Q: 3 clusters Score -3027520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -3027540.250000 Penalty: 5060.632812
	Iteration 24Q: 3 clusters Score -3027540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -3027539.500000 Penalty: 5060.632812
	Iteration 25Q: 3 clusters Score -3027540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3027541.250000 Penalty: 5060.632812
	Iteration 26Q: 3 clusters Score -3027541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -3027539.500000 Penalty: 5060.632812
	Iteration 27Q: 3 clusters Score -3027540 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3027542.000000 Penalty: 5060.632812
	Iteration 28Q: 3 clusters Score -3027542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3027556.750000 Penalty: 5060.632812
	Iteration 29Q: 3 clusters Score -3027557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3027555.250000 Penalty: 5060.632812
	Iteration 30Q: 3 clusters Score -3027555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -3027554.000000 Penalty: 5060.632812
	Iteration 31Q: 3 clusters Score -3027554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -3027560.250000 Penalty: 5060.632812
	Iteration 32Q: 3 clusters Score -3027560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -3027562.000000 Penalty: 5060.632812
	Iteration 33Q: 3 clusters Score -3027562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -3027558.250000 Penalty: 5060.632812
	Iteration 34Q: 3 clusters Score -3027558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -3027562.750000 Penalty: 5060.632812
	Iteration 35Q: 3 clusters Score -3027563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3027562.500000 Penalty: 5060.632812
	Iteration 36Q: 3 clusters Score -3027562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3027559.750000 Penalty: 5060.632812
	Iteration 37Q: 3 clusters Score -3027560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3027559.500000 Penalty: 5060.632812
	Iteration 38Q: 3 clusters Score -3027560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3027558.000000 Penalty: 5060.632812
	Iteration 39Q: 3 clusters Score -3027558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3027558.000000 Penalty: 5060.632812
	Iteration 40F: 3 clusters Score -3027558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -247918.546875 Penalty: 1911.463013
	Iteration 0F: 2 clusters Score -247918.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -245145.296875 Penalty: 3822.926025
	Iteration 0F: 3 clusters Score -245145.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -245640.609375 Penalty: 3822.926025
	Iteration 1F: 3 clusters Score -245640.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -245762.250000 Penalty: 3822.926025
	Iteration 2F: 3 clusters Score -245762.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -245834.265625 Penalty: 3822.926025
	Iteration 3Q: 3 clusters Score -245834.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -245884.968750 Penalty: 3822.926025
	Iteration 4Q: 3 clusters Score -245885 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -245923.250000 Penalty: 3822.926025
	Iteration 5Q: 3 clusters Score -245923.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -245956.234375 Penalty: 3822.926025
	Iteration 6Q: 3 clusters Score -245956.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -245979.890625 Penalty: 3822.926025
	Iteration 7Q: 3 clusters Score -245979.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -245995.312500 Penalty: 3822.926025
	Iteration 8Q: 3 clusters Score -245995.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -246007.078125 Penalty: 3822.926025
	Iteration 9Q: 3 clusters Score -246007.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -246014.234375 Penalty: 3822.926025
	Iteration 10Q: 3 clusters Score -246014.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -246025.484375 Penalty: 3822.926025
	Iteration 11Q: 3 clusters Score -246025.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -246032.640625 Penalty: 3822.926025
	Iteration 12Q: 3 clusters Score -246032.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -246042.390625 Penalty: 3822.926025
	Iteration 13Q: 3 clusters Score -246042.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -246054.281250 Penalty: 3822.926025
	Iteration 14Q: 3 clusters Score -246054.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -246063.859375 Penalty: 3822.926025
	Iteration 15Q: 3 clusters Score -246063.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -246073.171875 Penalty: 3822.926025
	Iteration 16Q: 3 clusters Score -246073.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -246081.765625 Penalty: 3822.926025
	Iteration 17Q: 3 clusters Score -246081.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -246088.265625 Penalty: 3822.926025
	Iteration 18Q: 3 clusters Score -246088.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -246098.828125 Penalty: 3822.926025
	Iteration 19Q: 3 clusters Score -246098.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -246106.296875 Penalty: 3822.926025
	Iteration 20F: 3 clusters Score -246106.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -246111.156250 Penalty: 3822.926025
	Iteration 21Q: 3 clusters Score -246111.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -246115.703125 Penalty: 3822.926025
	Iteration 22Q: 3 clusters Score -246115.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -246117.312500 Penalty: 3822.926025
	Iteration 23Q: 3 clusters Score -246117.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -246119.546875 Penalty: 3822.926025
	Iteration 24Q: 3 clusters Score -246119.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -246123.734375 Penalty: 3822.926025
	Iteration 25Q: 3 clusters Score -246123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -246123.562500 Penalty: 3822.926025
	Iteration 26Q: 3 clusters Score -246123.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -246125.453125 Penalty: 3822.926025
	Iteration 27Q: 3 clusters Score -246125.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -246126.671875 Penalty: 3822.926025
	Iteration 28Q: 3 clusters Score -246126.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -246127.812500 Penalty: 3822.926025
	Iteration 29Q: 3 clusters Score -246127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -246128.140625 Penalty: 3822.926025
	Iteration 30Q: 3 clusters Score -246128.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -246128.140625 Penalty: 3822.926025
	Iteration 31F: 3 clusters Score -246128.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Entering Unmasked Estep 
Score: -5596053.000000 Penalty: 2683.458740
	Iteration 0F: 2 clusters Score -5596053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -5562420.500000 Penalty: 5366.917480
	Iteration 0F: 3 clusters Score -5562420 nChanged 23013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -5575110.000000 Penalty: 5366.917480
	Iteration 1F: 3 clusters Score -5575110 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -5575651.000000 Penalty: 5366.917480
	Iteration 2Q: 3 clusters Score -5575651 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -5576240.000000 Penalty: 5366.917480
	Iteration 3Q: 3 clusters Score -5576240 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -5576829.500000 Penalty: 5366.917480
	Iteration 4Q: 3 clusters Score -5576830 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -5577672.500000 Penalty: 5366.917480
	Iteration 5Q: 3 clusters Score -5577672 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -5578774.000000 Penalty: 5366.917480
	Iteration 6Q: 3 clusters Score -5578774 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -5580336.500000 Penalty: 5366.917480
	Iteration 7F: 3 clusters Score -5580336 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -5582691.500000 Penalty: 5366.917480
	Iteration 8F: 3 clusters Score -5582692 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -5585723.500000 Penalty: 5366.917480
	Iteration 9F: 3 clusters Score -5585724 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5588863.500000 Penalty: 5366.917480
	Iteration 10F: 3 clusters Score -5588864 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5591276.000000 Penalty: 5366.917480
	Iteration 11F: 3 clusters Score -5591276 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5592583.500000 Penalty: 5366.917480
	Iteration 12Q: 3 clusters Score -5592584 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5593155.000000 Penalty: 5366.917480
	Iteration 13Q: 3 clusters Score -5593155 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5593423.000000 Penalty: 5366.917480
	Iteration 14Q: 3 clusters Score -5593423 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5593554.500000 Penalty: 5366.917480
	Iteration 15Q: 3 clusters Score -5593554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5593620.500000 Penalty: 5366.917480
	Iteration 16Q: 3 clusters Score -5593620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49698 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5593655.000000 Penalty: 5366.917480
	Iteration 17Q: 3 clusters Score -5593655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5593688.500000 Penalty: 5366.917480
	Iteration 18Q: 3 clusters Score -5593688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5593703.500000 Penalty: 5366.917480
	Iteration 19Q: 3 clusters Score -5593704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5593726.000000 Penalty: 5366.917480
	Iteration 20F: 3 clusters Score -5593726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5593735.000000 Penalty: 5366.917480
	Iteration 21Q: 3 clusters Score -5593735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5593744.500000 Penalty: 5366.917480
	Iteration 22Q: 3 clusters Score -5593744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5593750.000000 Penalty: 5366.917480
	Iteration 23Q: 3 clusters Score -5593750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5593752.500000 Penalty: 5366.917480
	Iteration 24Q: 3 clusters Score -5593752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5593756.500000 Penalty: 5366.917480
	Iteration 25Q: 3 clusters Score -5593756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5593765.500000 Penalty: 5366.917480
	Iteration 26Q: 3 clusters Score -5593766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5593766.500000 Penalty: 5366.917480
	Iteration 27Q: 3 clusters Score -5593766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5593767.500000 Penalty: 5366.917480
	Iteration 28Q: 3 clusters Score -5593768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5593767.500000 Penalty: 5366.917480
	Iteration 29F: 3 clusters Score -5593768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Entering Unmasked Estep 
Score: -748006.687500 Penalty: 2188.702393
	Iteration 0F: 2 clusters Score -748006.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -742361.500000 Penalty: 4377.404785
	Iteration 0F: 3 clusters Score -742361.5 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -743759.937500 Penalty: 4377.404785
	Iteration 1F: 3 clusters Score -743759.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -744020.000000 Penalty: 4377.404785
	Iteration 2F: 3 clusters Score -744020 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -744182.625000 Penalty: 4377.404785
	Iteration 3F: 3 clusters Score -744182.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -744296.250000 Penalty: 4377.404785
	Iteration 4Q: 3 clusters Score -744296.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -744369.437500 Penalty: 4377.404785
	Iteration 5Q: 3 clusters Score -744369.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -744420.250000 Penalty: 4377.404785
	Iteration 6Q: 3 clusters Score -744420.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -744456.187500 Penalty: 4377.404785
	Iteration 7Q: 3 clusters Score -744456.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -744484.312500 Penalty: 4377.404785
	Iteration 8Q: 3 clusters Score -744484.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -744503.250000 Penalty: 4377.404785
	Iteration 9Q: 3 clusters Score -744503.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -744519.937500 Penalty: 4377.404785
	Iteration 10Q: 3 clusters Score -744519.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -744535.687500 Penalty: 4377.404785
	Iteration 11Q: 3 clusters Score -744535.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -744546.375000 Penalty: 4377.404785
	Iteration 12Q: 3 clusters Score -744546.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -744562.312500 Penalty: 4377.404785
	Iteration 13Q: 3 clusters Score -744562.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -744572.687500 Penalty: 4377.404785
	Iteration 14Q: 3 clusters Score -744572.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -744579.875000 Penalty: 4377.404785
	Iteration 15Q: 3 clusters Score -744579.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -744585.000000 Penalty: 4377.404785
	Iteration 16Q: 3 clusters Score -744585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -744588.687500 Penalty: 4377.404785
	Iteration 17Q: 3 clusters Score -744588.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -744594.125000 Penalty: 4377.404785
	Iteration 18Q: 3 clusters Score -744594.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -744598.687500 Penalty: 4377.404785
	Iteration 19Q: 3 clusters Score -744598.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -744603.437500 Penalty: 4377.404785
	Iteration 20F: 3 clusters Score -744603.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -744606.437500 Penalty: 4377.404785
	Iteration 21Q: 3 clusters Score -744606.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -744608.937500 Penalty: 4377.404785
	Iteration 22Q: 3 clusters Score -744608.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -744615.000000 Penalty: 4377.404785
	Iteration 23Q: 3 clusters Score -744615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -744622.625000 Penalty: 4377.404785
	Iteration 24Q: 3 clusters Score -744622.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -744627.062500 Penalty: 4377.404785
	Iteration 25Q: 3 clusters Score -744627.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -744631.437500 Penalty: 4377.404785
	Iteration 26Q: 3 clusters Score -744631.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -744632.812500 Penalty: 4377.404785
	Iteration 27Q: 3 clusters Score -744632.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -744635.250000 Penalty: 4377.404785
	Iteration 28Q: 3 clusters Score -744635.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -744638.750000 Penalty: 4377.404785
	Iteration 29Q: 3 clusters Score -744638.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -744639.625000 Penalty: 4377.404785
	Iteration 30Q: 3 clusters Score -744639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -744638.437500 Penalty: 4377.404785
	Iteration 31Q: 3 clusters Score -744638.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -744640.125000 Penalty: 4377.404785
	Iteration 32Q: 3 clusters Score -744640.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -744640.937500 Penalty: 4377.404785
	Iteration 33Q: 3 clusters Score -744640.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -744643.937500 Penalty: 4377.404785
	Iteration 34Q: 3 clusters Score -744643.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -744646.750000 Penalty: 4377.404785
	Iteration 35Q: 3 clusters Score -744646.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -744648.062500 Penalty: 4377.404785
	Iteration 36Q: 3 clusters Score -744648.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -744648.187500 Penalty: 4377.404785
	Iteration 37Q: 3 clusters Score -744648.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -744648.562500 Penalty: 4377.404785
	Iteration 38Q: 3 clusters Score -744648.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -744647.437500 Penalty: 4377.404785
	Iteration 39Q: 3 clusters Score -744647.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -744647.437500 Penalty: 4377.404785
	Iteration 40F: 3 clusters Score -744647.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (81805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81805 members 
Entering Unmasked Estep 
Score: -9260596.000000 Penalty: 2805.399170
	Iteration 0F: 2 clusters Score -9260596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -9205651.000000 Penalty: 5610.798340
	Iteration 0F: 3 clusters Score -9205651 nChanged 38610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -9227845.000000 Penalty: 5610.798340
	Iteration 1F: 3 clusters Score -9227845 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -9228830.000000 Penalty: 5610.798340
	Iteration 2Q: 3 clusters Score -9228830 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -9230154.000000 Penalty: 5610.798340
	Iteration 3Q: 3 clusters Score -9230154 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -9232381.000000 Penalty: 5610.798340
	Iteration 4Q: 3 clusters Score -9232381 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -9235847.000000 Penalty: 5610.798340
	Iteration 5F: 3 clusters Score -9235847 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -9240136.000000 Penalty: 5610.798340
	Iteration 6F: 3 clusters Score -9240136 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -9244840.000000 Penalty: 5610.798340
	Iteration 7F: 3 clusters Score -9244840 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -9248911.000000 Penalty: 5610.798340
	Iteration 8F: 3 clusters Score -9248911 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 63828 members 
Entering Unmasked Estep 
Score: -9251934.000000 Penalty: 5610.798340
	Iteration 9Q: 3 clusters Score -9251934 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 65768 members 
Entering Unmasked Estep 
Score: -9253657.000000 Penalty: 5610.798340
	Iteration 10Q: 3 clusters Score -9253657 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 67361 members 
Entering Unmasked Estep 
Score: -9254731.000000 Penalty: 5610.798340
	Iteration 11Q: 3 clusters Score -9254731 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -9255529.000000 Penalty: 5610.798340
	Iteration 12Q: 3 clusters Score -9255529 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 69974 members 
Entering Unmasked Estep 
Score: -9256141.000000 Penalty: 5610.798340
	Iteration 13Q: 3 clusters Score -9256141 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -9256682.000000 Penalty: 5610.798340
	Iteration 14Q: 3 clusters Score -9256682 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 71983 members 
Entering Unmasked Estep 
Score: -9257140.000000 Penalty: 5610.798340
	Iteration 15Q: 3 clusters Score -9257140 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 72788 members 
Entering Unmasked Estep 
Score: -9257490.000000 Penalty: 5610.798340
	Iteration 16Q: 3 clusters Score -9257490 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 73479 members 
Entering Unmasked Estep 
Score: -9257752.000000 Penalty: 5610.798340
	Iteration 17Q: 3 clusters Score -9257752 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 74092 members 
Entering Unmasked Estep 
Score: -9257972.000000 Penalty: 5610.798340
	Iteration 18Q: 3 clusters Score -9257972 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 74650 members 
Entering Unmasked Estep 
Score: -9258156.000000 Penalty: 5610.798340
	Iteration 19Q: 3 clusters Score -9258156 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 75148 members 
Entering Unmasked Estep 
Score: -9258368.000000 Penalty: 5610.798340
	Iteration 20F: 3 clusters Score -9258368 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 75626 members 
Entering Unmasked Estep 
Score: -9258524.000000 Penalty: 5610.798340
	Iteration 21Q: 3 clusters Score -9258524 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 76020 members 
Entering Unmasked Estep 
Score: -9258647.000000 Penalty: 5610.798340
	Iteration 22Q: 3 clusters Score -9258647 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 76363 members 
Entering Unmasked Estep 
Score: -9258743.000000 Penalty: 5610.798340
	Iteration 23Q: 3 clusters Score -9258743 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 76656 members 
Entering Unmasked Estep 
Score: -9258854.000000 Penalty: 5610.798340
	Iteration 24Q: 3 clusters Score -9258854 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -9258911.000000 Penalty: 5610.798340
	Iteration 25Q: 3 clusters Score -9258911 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 77158 members 
Entering Unmasked Estep 
Score: -9258947.000000 Penalty: 5610.798340
	Iteration 26Q: 3 clusters Score -9258947 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -9258987.000000 Penalty: 5610.798340
	Iteration 27Q: 3 clusters Score -9258987 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
Score: -9259088.000000 Penalty: 5610.798340
	Iteration 28Q: 3 clusters Score -9259088 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 77736 members 
Entering Unmasked Estep 
Score: -9259083.000000 Penalty: 5610.798340
	Iteration 29Q: 3 clusters Score -9259083 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -9259134.000000 Penalty: 5610.798340
	Iteration 30Q: 3 clusters Score -9259134 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 78017 members 
Entering Unmasked Estep 
Score: -9259174.000000 Penalty: 5610.798340
	Iteration 31Q: 3 clusters Score -9259174 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 78124 members 
Entering Unmasked Estep 
Score: -9259218.000000 Penalty: 5610.798340
	Iteration 32Q: 3 clusters Score -9259218 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -9259255.000000 Penalty: 5610.798340
	Iteration 33Q: 3 clusters Score -9259255 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 78351 members 
Entering Unmasked Estep 
Score: -9259253.000000 Penalty: 5610.798340
	Iteration 34Q: 3 clusters Score -9259253 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 78456 members 
Entering Unmasked Estep 
Score: -9259291.000000 Penalty: 5610.798340
	Iteration 35Q: 3 clusters Score -9259291 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -9259330.000000 Penalty: 5610.798340
	Iteration 36Q: 3 clusters Score -9259330 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 78623 members 
Entering Unmasked Estep 
Score: -9259315.000000 Penalty: 5610.798340
	Iteration 37Q: 3 clusters Score -9259315 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 78680 members 
Entering Unmasked Estep 
Score: -9259348.000000 Penalty: 5610.798340
	Iteration 38Q: 3 clusters Score -9259348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 78744 members 
Entering Unmasked Estep 
Score: -9259370.000000 Penalty: 5610.798340
	Iteration 39Q: 3 clusters Score -9259370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
Score: -9259383.000000 Penalty: 5610.798340
	Iteration 40F: 3 clusters Score -9259383 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 78879 members 
Entering Unmasked Estep 
Score: -9259394.000000 Penalty: 5610.798340
	Iteration 41Q: 3 clusters Score -9259394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -9259413.000000 Penalty: 5610.798340
	Iteration 42Q: 3 clusters Score -9259413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 78973 members 
Entering Unmasked Estep 
Score: -9259418.000000 Penalty: 5610.798340
	Iteration 43Q: 3 clusters Score -9259418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 79017 members 
Entering Unmasked Estep 
Score: -9259434.000000 Penalty: 5610.798340
	Iteration 44Q: 3 clusters Score -9259434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 79065 members 
Entering Unmasked Estep 
Score: -9259426.000000 Penalty: 5610.798340
	Iteration 45Q: 3 clusters Score -9259426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -9259435.000000 Penalty: 5610.798340
	Iteration 46Q: 3 clusters Score -9259435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -9259440.000000 Penalty: 5610.798340
	Iteration 47Q: 3 clusters Score -9259440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 79180 members 
Entering Unmasked Estep 
Score: -9259434.000000 Penalty: 5610.798340
	Iteration 48Q: 3 clusters Score -9259434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 79212 members 
Entering Unmasked Estep 
Score: -9259428.000000 Penalty: 5610.798340
	Iteration 49Q: 3 clusters Score -9259428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -9259447.000000 Penalty: 5610.798340
	Iteration 50Q: 3 clusters Score -9259447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 79270 members 
Entering Unmasked Estep 
Score: -9259456.000000 Penalty: 5610.798340
	Iteration 51Q: 3 clusters Score -9259456 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 79297 members 
Entering Unmasked Estep 
Score: -9259458.000000 Penalty: 5610.798340
	Iteration 52Q: 3 clusters Score -9259458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 79316 members 
Entering Unmasked Estep 
Score: -9259455.000000 Penalty: 5610.798340
	Iteration 53Q: 3 clusters Score -9259455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -9259463.000000 Penalty: 5610.798340
	Iteration 54Q: 3 clusters Score -9259463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 79335 members 
Entering Unmasked Estep 
Score: -9259476.000000 Penalty: 5610.798340
	Iteration 55Q: 3 clusters Score -9259476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 79340 members 
Entering Unmasked Estep 
Score: -9259468.000000 Penalty: 5610.798340
	Iteration 56Q: 3 clusters Score -9259468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 79343 members 
Entering Unmasked Estep 
Score: -9259471.000000 Penalty: 5610.798340
	Iteration 57Q: 3 clusters Score -9259471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 79350 members 
Entering Unmasked Estep 
Score: -9259473.000000 Penalty: 5610.798340
	Iteration 58Q: 3 clusters Score -9259473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 79360 members 
Entering Unmasked Estep 
Score: -9259473.000000 Penalty: 5610.798340
	Iteration 59Q: 3 clusters Score -9259473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -9259480.000000 Penalty: 5610.798340
	Iteration 60F: 3 clusters Score -9259480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 79376 members 
Entering Unmasked Estep 
Score: -9259471.000000 Penalty: 5610.798340
	Iteration 61Q: 3 clusters Score -9259471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 79381 members 
Entering Unmasked Estep 
Score: -9259472.000000 Penalty: 5610.798340
	Iteration 62Q: 3 clusters Score -9259472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -9259458.000000 Penalty: 5610.798340
	Iteration 63Q: 3 clusters Score -9259458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -9259481.000000 Penalty: 5610.798340
	Iteration 64Q: 3 clusters Score -9259481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 79408 members 
Entering Unmasked Estep 
Score: -9259476.000000 Penalty: 5610.798340
	Iteration 65Q: 3 clusters Score -9259476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 79422 members 
Entering Unmasked Estep 
Score: -9259476.000000 Penalty: 5610.798340
	Iteration 66Q: 3 clusters Score -9259476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -9259471.000000 Penalty: 5610.798340
	Iteration 67Q: 3 clusters Score -9259471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 79440 members 
Entering Unmasked Estep 
Score: -9259458.000000 Penalty: 5610.798340
	Iteration 68Q: 3 clusters Score -9259458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -9259467.000000 Penalty: 5610.798340
	Iteration 69Q: 3 clusters Score -9259467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 79451 members 
Entering Unmasked Estep 
Score: -9259471.000000 Penalty: 5610.798340
	Iteration 70Q: 3 clusters Score -9259471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -9259465.000000 Penalty: 5610.798340
	Iteration 71Q: 3 clusters Score -9259465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -9259471.000000 Penalty: 5610.798340
	Iteration 72Q: 3 clusters Score -9259471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
Score: -9259460.000000 Penalty: 5610.798340
	Iteration 73Q: 3 clusters Score -9259460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -9259473.000000 Penalty: 5610.798340
	Iteration 74Q: 3 clusters Score -9259473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
Score: -9259473.000000 Penalty: 5610.798340
	Iteration 75Q: 3 clusters Score -9259473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 79486 members 
Entering Unmasked Estep 
Score: -9259473.000000 Penalty: 5610.798340
	Iteration 76Q: 3 clusters Score -9259473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 79492 members 
Entering Unmasked Estep 
Score: -9259468.000000 Penalty: 5610.798340
	Iteration 77Q: 3 clusters Score -9259468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -9259474.000000 Penalty: 5610.798340
	Iteration 78Q: 3 clusters Score -9259474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -9259474.000000 Penalty: 5610.798340
	Iteration 79Q: 3 clusters Score -9259474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 79494 members 
Entering Unmasked Estep 
Score: -9259474.000000 Penalty: 5610.798340
	Iteration 80F: 3 clusters Score -9259474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -101621.203125 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -101621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -99705.429688 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -99705.43 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -100230.171875 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -100230.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -100434.960938 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -100435 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -100572.203125 Penalty: 3455.615723
	Iteration 3F: 3 clusters Score -100572.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -100669.398438 Penalty: 3455.615723
	Iteration 4Q: 3 clusters Score -100669.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -100739.812500 Penalty: 3455.615723
	Iteration 5Q: 3 clusters Score -100739.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -100800.843750 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -100800.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -100858.976562 Penalty: 3455.615723
	Iteration 7Q: 3 clusters Score -100859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -100905.726562 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -100905.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -100955.187500 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -100955.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -100991.101562 Penalty: 3455.615723
	Iteration 10Q: 3 clusters Score -100991.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -101007.718750 Penalty: 3455.615723
	Iteration 11Q: 3 clusters Score -101007.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -101017.843750 Penalty: 3455.615723
	Iteration 12Q: 3 clusters Score -101017.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -101020.812500 Penalty: 3455.615723
	Iteration 13Q: 3 clusters Score -101020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -101025.265625 Penalty: 3455.615723
	Iteration 14Q: 3 clusters Score -101025.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -101025.265625 Penalty: 3455.615723
	Iteration 15F: 3 clusters Score -101025.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Entering Unmasked Estep 
Score: -469600.656250 Penalty: 2081.461426
	Iteration 0F: 2 clusters Score -469600.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -465538.718750 Penalty: 4162.922852
	Iteration 0F: 3 clusters Score -465538.7 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -466497.718750 Penalty: 4162.922852
	Iteration 1F: 3 clusters Score -466497.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -466731.000000 Penalty: 4162.922852
	Iteration 2F: 3 clusters Score -466731 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -466939.875000 Penalty: 4162.922852
	Iteration 3F: 3 clusters Score -466939.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -467099.093750 Penalty: 4162.922852
	Iteration 4Q: 3 clusters Score -467099.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -467233.343750 Penalty: 4162.922852
	Iteration 5Q: 3 clusters Score -467233.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -467373.687500 Penalty: 4162.922852
	Iteration 6Q: 3 clusters Score -467373.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -467492.968750 Penalty: 4162.922852
	Iteration 7Q: 3 clusters Score -467493 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -467615.406250 Penalty: 4162.922852
	Iteration 8Q: 3 clusters Score -467615.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -467732.500000 Penalty: 4162.922852
	Iteration 9Q: 3 clusters Score -467732.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -467846.750000 Penalty: 4162.922852
	Iteration 10Q: 3 clusters Score -467846.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -467953.406250 Penalty: 4162.922852
	Iteration 11Q: 3 clusters Score -467953.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -468040.531250 Penalty: 4162.922852
	Iteration 12Q: 3 clusters Score -468040.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -468128.343750 Penalty: 4162.922852
	Iteration 13Q: 3 clusters Score -468128.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -468198.156250 Penalty: 4162.922852
	Iteration 14Q: 3 clusters Score -468198.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -468251.218750 Penalty: 4162.922852
	Iteration 15Q: 3 clusters Score -468251.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -468280.875000 Penalty: 4162.922852
	Iteration 16Q: 3 clusters Score -468280.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -468312.312500 Penalty: 4162.922852
	Iteration 17Q: 3 clusters Score -468312.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -468326.562500 Penalty: 4162.922852
	Iteration 18Q: 3 clusters Score -468326.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -468337.375000 Penalty: 4162.922852
	Iteration 19Q: 3 clusters Score -468337.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -468345.156250 Penalty: 4162.922852
	Iteration 20F: 3 clusters Score -468345.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -468353.718750 Penalty: 4162.922852
	Iteration 21Q: 3 clusters Score -468353.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -468360.531250 Penalty: 4162.922852
	Iteration 22Q: 3 clusters Score -468360.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -468363.812500 Penalty: 4162.922852
	Iteration 23Q: 3 clusters Score -468363.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -468368.406250 Penalty: 4162.922852
	Iteration 24Q: 3 clusters Score -468368.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -468369.781250 Penalty: 4162.922852
	Iteration 25Q: 3 clusters Score -468369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -468369.781250 Penalty: 4162.922852
	Iteration 26F: 3 clusters Score -468369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 26151 members 
Mstep: Class 5 contains 168831 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39429 members 
Mstep: Class 8 contains 31881 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111146 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 320869 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26981 members 
Mstep: Class 16 contains 2225 members 
Mstep: Class 17 contains 50031 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81805 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009904.000000 Penalty: 71408.312500
Iteration 239Q: 22 clusters Score -9.80099e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 26150 members 
Mstep: Class 5 contains 168816 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 39425 members 
Mstep: Class 8 contains 31885 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111149 members 
Mstep: Class 11 contains 2604 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 320869 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26981 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 50032 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81804 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009928.000000 Penalty: 71408.312500
Iteration 240F: 22 clusters Score -9.800993e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 26152 members 
Mstep: Class 5 contains 168806 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39418 members 
Mstep: Class 8 contains 31890 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111153 members 
Mstep: Class 11 contains 2606 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 320866 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26980 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 50031 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81805 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010016.000000 Penalty: 71408.312500
Iteration 241Q: 22 clusters Score -9.801002e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 26152 members 
Mstep: Class 5 contains 168796 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39411 members 
Mstep: Class 8 contains 31892 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111153 members 
Mstep: Class 11 contains 2612 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 320865 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26980 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 50033 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81801 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009984.000000 Penalty: 71408.312500
Iteration 242Q: 22 clusters Score -9.800998e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26154 members 
Mstep: Class 5 contains 168792 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39414 members 
Mstep: Class 8 contains 31896 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 111153 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 320854 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26979 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 50031 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81796 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010056.000000 Penalty: 71408.312500
Iteration 243Q: 22 clusters Score -9.801006e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26153 members 
Mstep: Class 5 contains 168767 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39410 members 
Mstep: Class 8 contains 31904 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111154 members 
Mstep: Class 11 contains 2626 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 320855 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26980 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 50027 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81796 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010088.000000 Penalty: 71408.312500
Iteration 244Q: 22 clusters Score -9.801009e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26154 members 
Mstep: Class 5 contains 168761 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39413 members 
Mstep: Class 8 contains 31904 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111157 members 
Mstep: Class 11 contains 2632 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 320848 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26979 members 
Mstep: Class 16 contains 2229 members 
Mstep: Class 17 contains 50023 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81793 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010160.000000 Penalty: 71408.312500
Iteration 245Q: 22 clusters Score -9.801016e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26158 members 
Mstep: Class 5 contains 168749 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39412 members 
Mstep: Class 8 contains 31908 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111156 members 
Mstep: Class 11 contains 2637 members 
Mstep: Class 12 contains 11187 members 
Mstep: Class 13 contains 320848 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26979 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 17 contains 50021 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81791 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010160.000000 Penalty: 71408.312500
Iteration 246Q: 22 clusters Score -9.801016e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26159 members 
Mstep: Class 5 contains 168747 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39420 members 
Mstep: Class 8 contains 31913 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111154 members 
Mstep: Class 11 contains 2641 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320837 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26979 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 50019 members 
Mstep: Class 18 contains 6805 members 
Mstep: Class 19 contains 81790 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010232.000000 Penalty: 71408.312500
Iteration 247Q: 22 clusters Score -9.801023e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26159 members 
Mstep: Class 5 contains 168749 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39426 members 
Mstep: Class 8 contains 31919 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111154 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320817 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26979 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 50016 members 
Mstep: Class 18 contains 6806 members 
Mstep: Class 19 contains 81788 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010216.000000 Penalty: 71408.312500
Iteration 248Q: 22 clusters Score -9.801022e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26159 members 
Mstep: Class 5 contains 168751 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39434 members 
Mstep: Class 8 contains 31922 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111152 members 
Mstep: Class 11 contains 2649 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320807 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26979 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 50010 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81786 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010248.000000 Penalty: 71408.312500
Iteration 249Q: 22 clusters Score -9.801025e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26160 members 
Mstep: Class 5 contains 168749 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39438 members 
Mstep: Class 8 contains 31925 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111153 members 
Mstep: Class 11 contains 2651 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320806 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26979 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 50004 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81782 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010248.000000 Penalty: 71408.312500
Iteration 250Q: 22 clusters Score -9.801025e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26161 members 
Mstep: Class 5 contains 168748 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39440 members 
Mstep: Class 8 contains 31927 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111152 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320804 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26980 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 49999 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81781 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010136.000000 Penalty: 71408.312500
Iteration 251Q: 22 clusters Score -9.801014e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26161 members 
Mstep: Class 5 contains 168748 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39435 members 
Mstep: Class 8 contains 31929 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111150 members 
Mstep: Class 11 contains 2654 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320800 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26980 members 
Mstep: Class 16 contains 2237 members 
Mstep: Class 17 contains 49996 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81780 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010256.000000 Penalty: 71408.312500
Iteration 252Q: 22 clusters Score -9.801026e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26161 members 
Mstep: Class 5 contains 168752 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39433 members 
Mstep: Class 8 contains 31930 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111146 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320799 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26979 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 49995 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81778 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010224.000000 Penalty: 71408.312500
Iteration 253Q: 22 clusters Score -9.801022e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26161 members 
Mstep: Class 5 contains 168754 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39431 members 
Mstep: Class 8 contains 31935 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111145 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320796 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26979 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 49994 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81776 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010192.000000 Penalty: 71408.312500
Iteration 254Q: 22 clusters Score -9.801019e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26161 members 
Mstep: Class 5 contains 168757 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39429 members 
Mstep: Class 8 contains 31937 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111147 members 
Mstep: Class 11 contains 2657 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320791 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26979 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49992 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81774 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010184.000000 Penalty: 71408.312500
Iteration 255Q: 22 clusters Score -9.801018e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26161 members 
Mstep: Class 5 contains 168763 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39429 members 
Mstep: Class 8 contains 31943 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111148 members 
Mstep: Class 11 contains 2656 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320785 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26978 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49988 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81771 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010192.000000 Penalty: 71408.312500
Iteration 256Q: 22 clusters Score -9.801019e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26161 members 
Mstep: Class 5 contains 168766 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39430 members 
Mstep: Class 8 contains 31942 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111151 members 
Mstep: Class 11 contains 2658 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320783 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26978 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49988 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81765 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010264.000000 Penalty: 71408.312500
Iteration 257Q: 22 clusters Score -9.801026e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26161 members 
Mstep: Class 5 contains 168766 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39432 members 
Mstep: Class 8 contains 31942 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111155 members 
Mstep: Class 11 contains 2659 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320776 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26978 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49989 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81764 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010288.000000 Penalty: 71408.312500
Iteration 258Q: 22 clusters Score -9.801029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26161 members 
Mstep: Class 5 contains 168761 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39437 members 
Mstep: Class 8 contains 31942 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111158 members 
Mstep: Class 11 contains 2660 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320774 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26977 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49991 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81761 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010296.000000 Penalty: 71408.312500
Iteration 259Q: 22 clusters Score -9.80103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26162 members 
Mstep: Class 5 contains 168758 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39439 members 
Mstep: Class 8 contains 31942 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111160 members 
Mstep: Class 11 contains 2662 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320772 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26977 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49991 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81759 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010224.000000 Penalty: 71408.312500
Iteration 260F: 22 clusters Score -9.801022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26163 members 
Mstep: Class 5 contains 168759 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39440 members 
Mstep: Class 8 contains 31941 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111161 members 
Mstep: Class 11 contains 2662 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320769 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26977 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49991 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81759 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010224.000000 Penalty: 71408.312500
Iteration 261Q: 22 clusters Score -9.801022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1560 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26164 members 
Mstep: Class 5 contains 168761 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39440 members 
Mstep: Class 8 contains 31939 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111161 members 
Mstep: Class 11 contains 2663 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320766 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26976 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49991 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81759 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010296.000000 Penalty: 71408.312500
Iteration 262Q: 22 clusters Score -9.80103e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1560 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26164 members 
Mstep: Class 5 contains 168761 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39438 members 
Mstep: Class 8 contains 31936 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111163 members 
Mstep: Class 11 contains 2665 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320766 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26976 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49991 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81758 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010256.000000 Penalty: 71408.312500
Iteration 263Q: 22 clusters Score -9.801026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1560 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26164 members 
Mstep: Class 5 contains 168758 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39438 members 
Mstep: Class 8 contains 31935 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111162 members 
Mstep: Class 11 contains 2667 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320766 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26976 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49993 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81759 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010224.000000 Penalty: 71408.312500
Iteration 264Q: 22 clusters Score -9.801022e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1560 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26164 members 
Mstep: Class 5 contains 168756 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39436 members 
Mstep: Class 8 contains 31936 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111162 members 
Mstep: Class 11 contains 2669 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320767 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26976 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49993 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81759 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010296.000000 Penalty: 71408.312500
Iteration 265Q: 22 clusters Score -9.80103e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1560 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26164 members 
Mstep: Class 5 contains 168757 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39435 members 
Mstep: Class 8 contains 31936 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111160 members 
Mstep: Class 11 contains 2670 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320768 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26976 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49993 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81759 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010248.000000 Penalty: 71408.312500
Iteration 266Q: 22 clusters Score -9.801025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1560 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26164 members 
Mstep: Class 5 contains 168760 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39436 members 
Mstep: Class 8 contains 31935 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111160 members 
Mstep: Class 11 contains 2670 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320765 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26976 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49993 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81759 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010288.000000 Penalty: 71408.312500
Iteration 267Q: 22 clusters Score -9.801029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1560 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26164 members 
Mstep: Class 5 contains 168758 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39436 members 
Mstep: Class 8 contains 31935 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111160 members 
Mstep: Class 11 contains 2670 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320767 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26976 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49993 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81759 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010288.000000 Penalty: 71408.312500
Iteration 268Q: 22 clusters Score -9.801029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1560 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26164 members 
Mstep: Class 5 contains 168758 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39436 members 
Mstep: Class 8 contains 31935 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111160 members 
Mstep: Class 11 contains 2670 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320767 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26976 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49993 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81759 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010288.000000 Penalty: 71408.312500
Iteration 269F: 22 clusters Score -9.801029e+07 nChanged 0
Entering ConstructFrom: 
Score: -98010288.000000 Penalty: 71408.312500
Entering ConstructFrom: 
Trying to split cluster 1 (4921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Entering Unmasked Estep 
Score: -464893.281250 Penalty: 2108.314209
	Iteration 0F: 2 clusters Score -464893.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -460410.531250 Penalty: 4216.628418
	Iteration 0F: 3 clusters Score -460410.5 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -461639.687500 Penalty: 4216.628418
	Iteration 1F: 3 clusters Score -461639.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -462037.312500 Penalty: 4216.628418
	Iteration 2F: 3 clusters Score -462037.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -462369.093750 Penalty: 4216.628418
	Iteration 3F: 3 clusters Score -462369.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -462589.062500 Penalty: 4216.628418
	Iteration 4F: 3 clusters Score -462589.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -462772.125000 Penalty: 4216.628418
	Iteration 5Q: 3 clusters Score -462772.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -462919.843750 Penalty: 4216.628418
	Iteration 6Q: 3 clusters Score -462919.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -463047.218750 Penalty: 4216.628418
	Iteration 7Q: 3 clusters Score -463047.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -463182.375000 Penalty: 4216.628418
	Iteration 8Q: 3 clusters Score -463182.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -463299.000000 Penalty: 4216.628418
	Iteration 9Q: 3 clusters Score -463299 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -463437.156250 Penalty: 4216.628418
	Iteration 10Q: 3 clusters Score -463437.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -463567.968750 Penalty: 4216.628418
	Iteration 11Q: 3 clusters Score -463568 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -463669.125000 Penalty: 4216.628418
	Iteration 12Q: 3 clusters Score -463669.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -463775.843750 Penalty: 4216.628418
	Iteration 13Q: 3 clusters Score -463775.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -463850.093750 Penalty: 4216.628418
	Iteration 14Q: 3 clusters Score -463850.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -463908.656250 Penalty: 4216.628418
	Iteration 15Q: 3 clusters Score -463908.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -463944.156250 Penalty: 4216.628418
	Iteration 16Q: 3 clusters Score -463944.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -463967.031250 Penalty: 4216.628418
	Iteration 17Q: 3 clusters Score -463967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -463982.687500 Penalty: 4216.628418
	Iteration 18Q: 3 clusters Score -463982.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -464003.968750 Penalty: 4216.628418
	Iteration 19Q: 3 clusters Score -464004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -464025.406250 Penalty: 4216.628418
	Iteration 20F: 3 clusters Score -464025.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -464047.281250 Penalty: 4216.628418
	Iteration 21Q: 3 clusters Score -464047.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -464066.468750 Penalty: 4216.628418
	Iteration 22Q: 3 clusters Score -464066.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -464085.562500 Penalty: 4216.628418
	Iteration 23Q: 3 clusters Score -464085.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -464093.000000 Penalty: 4216.628418
	Iteration 24Q: 3 clusters Score -464093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -464097.343750 Penalty: 4216.628418
	Iteration 25Q: 3 clusters Score -464097.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -464097.625000 Penalty: 4216.628418
	Iteration 26Q: 3 clusters Score -464097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -464098.187500 Penalty: 4216.628418
	Iteration 27Q: 3 clusters Score -464098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -464098.968750 Penalty: 4216.628418
	Iteration 28Q: 3 clusters Score -464099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -464101.625000 Penalty: 4216.628418
	Iteration 29Q: 3 clusters Score -464101.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -464103.593750 Penalty: 4216.628418
	Iteration 30Q: 3 clusters Score -464103.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -464105.062500 Penalty: 4216.628418
	Iteration 31Q: 3 clusters Score -464105.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -464105.562500 Penalty: 4216.628418
	Iteration 32Q: 3 clusters Score -464105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -464106.687500 Penalty: 4216.628418
	Iteration 33Q: 3 clusters Score -464106.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -464107.281250 Penalty: 4216.628418
	Iteration 34Q: 3 clusters Score -464107.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -464107.031250 Penalty: 4216.628418
	Iteration 35Q: 3 clusters Score -464107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -464107.406250 Penalty: 4216.628418
	Iteration 36Q: 3 clusters Score -464107.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -464107.406250 Penalty: 4216.628418
	Iteration 37F: 3 clusters Score -464107.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Entering Unmasked Estep 
Score: -154609.062500 Penalty: 1823.405396
	Iteration 0F: 2 clusters Score -154609.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -152359.515625 Penalty: 3646.810791
	Iteration 0F: 3 clusters Score -152359.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -152854.015625 Penalty: 3646.810791
	Iteration 1F: 3 clusters Score -152854 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -153122.187500 Penalty: 3646.810791
	Iteration 2F: 3 clusters Score -153122.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -153334.203125 Penalty: 3646.810791
	Iteration 3F: 3 clusters Score -153334.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -153582.671875 Penalty: 3646.810791
	Iteration 4F: 3 clusters Score -153582.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -153856.734375 Penalty: 3646.810791
	Iteration 5F: 3 clusters Score -153856.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -154106.078125 Penalty: 3646.810791
	Iteration 6F: 3 clusters Score -154106.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -154408.921875 Penalty: 3646.810791
	Iteration 7Q: 3 clusters Score -154408.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -154863.328125 Penalty: 3646.810791
	Iteration 8Q: 3 clusters Score -154863.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -154967.375000 Penalty: 3646.810791
	Iteration 9Q: 3 clusters Score -154967.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -155005.609375 Penalty: 3646.810791
	Iteration 10Q: 3 clusters Score -155005.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -155022.531250 Penalty: 3646.810791
	Iteration 11Q: 3 clusters Score -155022.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -155033.515625 Penalty: 3646.810791
	Iteration 12Q: 3 clusters Score -155033.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -155035.750000 Penalty: 3646.810791
	Iteration 13Q: 3 clusters Score -155035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -155036.218750 Penalty: 3646.810791
	Iteration 14Q: 3 clusters Score -155036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -155036.218750 Penalty: 3646.810791
	Iteration 15F: 3 clusters Score -155036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 716 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26164 members 
Mstep: Class 5 contains 168758 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39436 members 
Mstep: Class 8 contains 31935 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111160 members 
Mstep: Class 11 contains 2670 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320767 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26976 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49993 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81759 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4494 members 
Mstep: Class 22 contains 844 members 
Entering Unmasked Estep 
Score: -98009312.000000 Penalty: 74808.710938
Splitting cluster 2 changes total score from -98010288.000000 to -98009312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (3390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Entering Unmasked Estep 
Score: -344380.000000 Penalty: 2015.889038
	Iteration 0F: 2 clusters Score -344380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -340866.812500 Penalty: 4031.778076
	Iteration 0F: 3 clusters Score -340866.8 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -341622.843750 Penalty: 4031.778076
	Iteration 1F: 3 clusters Score -341622.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -341806.531250 Penalty: 4031.778076
	Iteration 2F: 3 clusters Score -341806.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -341912.406250 Penalty: 4031.778076
	Iteration 3Q: 3 clusters Score -341912.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -341988.750000 Penalty: 4031.778076
	Iteration 4Q: 3 clusters Score -341988.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -342054.531250 Penalty: 4031.778076
	Iteration 5Q: 3 clusters Score -342054.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -342108.906250 Penalty: 4031.778076
	Iteration 6Q: 3 clusters Score -342108.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -342153.500000 Penalty: 4031.778076
	Iteration 7Q: 3 clusters Score -342153.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -342190.531250 Penalty: 4031.778076
	Iteration 8Q: 3 clusters Score -342190.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -342228.187500 Penalty: 4031.778076
	Iteration 9Q: 3 clusters Score -342228.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -342273.375000 Penalty: 4031.778076
	Iteration 10Q: 3 clusters Score -342273.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -342307.781250 Penalty: 4031.778076
	Iteration 11Q: 3 clusters Score -342307.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -342335.875000 Penalty: 4031.778076
	Iteration 12Q: 3 clusters Score -342335.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -342364.343750 Penalty: 4031.778076
	Iteration 13Q: 3 clusters Score -342364.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -342386.562500 Penalty: 4031.778076
	Iteration 14Q: 3 clusters Score -342386.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -342411.562500 Penalty: 4031.778076
	Iteration 15Q: 3 clusters Score -342411.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -342434.187500 Penalty: 4031.778076
	Iteration 16Q: 3 clusters Score -342434.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -342460.812500 Penalty: 4031.778076
	Iteration 17Q: 3 clusters Score -342460.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -342496.125000 Penalty: 4031.778076
	Iteration 18Q: 3 clusters Score -342496.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -342534.687500 Penalty: 4031.778076
	Iteration 19Q: 3 clusters Score -342534.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -342572.281250 Penalty: 4031.778076
	Iteration 20F: 3 clusters Score -342572.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -342607.468750 Penalty: 4031.778076
	Iteration 21Q: 3 clusters Score -342607.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -342625.500000 Penalty: 4031.778076
	Iteration 22Q: 3 clusters Score -342625.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -342643.468750 Penalty: 4031.778076
	Iteration 23Q: 3 clusters Score -342643.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -342660.218750 Penalty: 4031.778076
	Iteration 24Q: 3 clusters Score -342660.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -342677.937500 Penalty: 4031.778076
	Iteration 25Q: 3 clusters Score -342677.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -342689.875000 Penalty: 4031.778076
	Iteration 26Q: 3 clusters Score -342689.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -342704.968750 Penalty: 4031.778076
	Iteration 27Q: 3 clusters Score -342705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -342716.500000 Penalty: 4031.778076
	Iteration 28Q: 3 clusters Score -342716.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -342724.343750 Penalty: 4031.778076
	Iteration 29Q: 3 clusters Score -342724.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -342729.375000 Penalty: 4031.778076
	Iteration 30Q: 3 clusters Score -342729.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -342733.968750 Penalty: 4031.778076
	Iteration 31Q: 3 clusters Score -342734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -342735.468750 Penalty: 4031.778076
	Iteration 32Q: 3 clusters Score -342735.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -342737.750000 Penalty: 4031.778076
	Iteration 33Q: 3 clusters Score -342737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -342739.000000 Penalty: 4031.778076
	Iteration 34Q: 3 clusters Score -342739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -342740.000000 Penalty: 4031.778076
	Iteration 35Q: 3 clusters Score -342740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -342740.281250 Penalty: 4031.778076
	Iteration 36Q: 3 clusters Score -342740.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -342740.281250 Penalty: 4031.778076
	Iteration 37F: 3 clusters Score -342740.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Entering Unmasked Estep 
Score: -2732912.250000 Penalty: 2522.690674
	Iteration 0F: 2 clusters Score -2732912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2714653.500000 Penalty: 5045.381348
	Iteration 0F: 3 clusters Score -2714654 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2720848.000000 Penalty: 5045.381348
	Iteration 1F: 3 clusters Score -2720848 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2721238.000000 Penalty: 5045.381348
	Iteration 2Q: 3 clusters Score -2721238 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2721574.750000 Penalty: 5045.381348
	Iteration 3Q: 3 clusters Score -2721575 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2721883.500000 Penalty: 5045.381348
	Iteration 4Q: 3 clusters Score -2721884 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2722183.750000 Penalty: 5045.381348
	Iteration 5Q: 3 clusters Score -2722184 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -2722529.500000 Penalty: 5045.381348
	Iteration 6Q: 3 clusters Score -2722530 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2722947.500000 Penalty: 5045.381348
	Iteration 7Q: 3 clusters Score -2722948 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2723523.750000 Penalty: 5045.381348
	Iteration 8Q: 3 clusters Score -2723524 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2724301.250000 Penalty: 5045.381348
	Iteration 9F: 3 clusters Score -2724301 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -2725376.750000 Penalty: 5045.381348
	Iteration 10F: 3 clusters Score -2725377 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2726624.750000 Penalty: 5045.381348
	Iteration 11F: 3 clusters Score -2726625 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -2727881.000000 Penalty: 5045.381348
	Iteration 12F: 3 clusters Score -2727881 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2728952.500000 Penalty: 5045.381348
	Iteration 13Q: 3 clusters Score -2728952 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -2729709.500000 Penalty: 5045.381348
	Iteration 14Q: 3 clusters Score -2729710 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -2730114.250000 Penalty: 5045.381348
	Iteration 15Q: 3 clusters Score -2730114 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -2730359.250000 Penalty: 5045.381348
	Iteration 16Q: 3 clusters Score -2730359 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -2730497.500000 Penalty: 5045.381348
	Iteration 17Q: 3 clusters Score -2730498 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -2730614.750000 Penalty: 5045.381348
	Iteration 18Q: 3 clusters Score -2730615 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -2730677.000000 Penalty: 5045.381348
	Iteration 19Q: 3 clusters Score -2730677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -2730721.000000 Penalty: 5045.381348
	Iteration 20F: 3 clusters Score -2730721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -2730754.500000 Penalty: 5045.381348
	Iteration 21Q: 3 clusters Score -2730754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -2730769.250000 Penalty: 5045.381348
	Iteration 22Q: 3 clusters Score -2730769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2730778.250000 Penalty: 5045.381348
	Iteration 23Q: 3 clusters Score -2730778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -2730784.250000 Penalty: 5045.381348
	Iteration 24Q: 3 clusters Score -2730784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -2730788.500000 Penalty: 5045.381348
	Iteration 25Q: 3 clusters Score -2730788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -2730791.500000 Penalty: 5045.381348
	Iteration 26Q: 3 clusters Score -2730792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -2730801.000000 Penalty: 5045.381348
	Iteration 27Q: 3 clusters Score -2730801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -2730809.500000 Penalty: 5045.381348
	Iteration 28Q: 3 clusters Score -2730810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -2730809.000000 Penalty: 5045.381348
	Iteration 29Q: 3 clusters Score -2730809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -2730814.000000 Penalty: 5045.381348
	Iteration 30Q: 3 clusters Score -2730814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -2730817.250000 Penalty: 5045.381348
	Iteration 31Q: 3 clusters Score -2730817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -2730815.750000 Penalty: 5045.381348
	Iteration 32Q: 3 clusters Score -2730816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -2730815.750000 Penalty: 5045.381348
	Iteration 33F: 3 clusters Score -2730816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (168758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168758 members 
Entering Unmasked Estep 
Score: -18810688.000000 Penalty: 2984.982666
	Iteration 0F: 2 clusters Score -1.881069e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 84469 members 
Entering Unmasked Estep 
Score: -18700052.000000 Penalty: 5969.965332
	Iteration 0F: 3 clusters Score -1.870005e+07 nChanged 80655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82686 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -18748584.000000 Penalty: 5969.965332
	Iteration 1F: 3 clusters Score -1.874858e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 87193 members 
Entering Unmasked Estep 
Score: -18750928.000000 Penalty: 5969.965332
	Iteration 2Q: 3 clusters Score -1.875093e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -18753832.000000 Penalty: 5969.965332
	Iteration 3Q: 3 clusters Score -1.875383e+07 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78914 members 
Mstep: Class 2 contains 89844 members 
Entering Unmasked Estep 
Score: -18757760.000000 Penalty: 5969.965332
	Iteration 4Q: 3 clusters Score -1.875776e+07 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 91016 members 
Entering Unmasked Estep 
Score: -18762338.000000 Penalty: 5969.965332
	Iteration 5F: 3 clusters Score -1.876234e+07 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 91711 members 
Entering Unmasked Estep 
Score: -18767706.000000 Penalty: 5969.965332
	Iteration 6F: 3 clusters Score -1.876771e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 91608 members 
Entering Unmasked Estep 
Score: -18773904.000000 Penalty: 5969.965332
	Iteration 7F: 3 clusters Score -1.87739e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78153 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -18780816.000000 Penalty: 5969.965332
	Iteration 8F: 3 clusters Score -1.878082e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 88970 members 
Entering Unmasked Estep 
Score: -18786346.000000 Penalty: 5969.965332
	Iteration 9F: 3 clusters Score -1.878635e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81792 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -18789358.000000 Penalty: 5969.965332
	Iteration 10Q: 3 clusters Score -1.878936e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83738 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
Score: -18790882.000000 Penalty: 5969.965332
	Iteration 11Q: 3 clusters Score -1.879088e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85781 members 
Mstep: Class 2 contains 82977 members 
Entering Unmasked Estep 
Score: -18791976.000000 Penalty: 5969.965332
	Iteration 12Q: 3 clusters Score -1.879198e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87922 members 
Mstep: Class 2 contains 80836 members 
Entering Unmasked Estep 
Score: -18792960.000000 Penalty: 5969.965332
	Iteration 13Q: 3 clusters Score -1.879296e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90123 members 
Mstep: Class 2 contains 78635 members 
Entering Unmasked Estep 
Score: -18793864.000000 Penalty: 5969.965332
	Iteration 14Q: 3 clusters Score -1.879386e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92374 members 
Mstep: Class 2 contains 76384 members 
Entering Unmasked Estep 
Score: -18794886.000000 Penalty: 5969.965332
	Iteration 15Q: 3 clusters Score -1.879489e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94640 members 
Mstep: Class 2 contains 74118 members 
Entering Unmasked Estep 
Score: -18795740.000000 Penalty: 5969.965332
	Iteration 16Q: 3 clusters Score -1.879574e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96863 members 
Mstep: Class 2 contains 71895 members 
Entering Unmasked Estep 
Score: -18796720.000000 Penalty: 5969.965332
	Iteration 17Q: 3 clusters Score -1.879672e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99070 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -18797374.000000 Penalty: 5969.965332
	Iteration 18Q: 3 clusters Score -1.879737e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101251 members 
Mstep: Class 2 contains 67507 members 
Entering Unmasked Estep 
Score: -18798076.000000 Penalty: 5969.965332
	Iteration 19Q: 3 clusters Score -1.879808e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103453 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -18798780.000000 Penalty: 5969.965332
	Iteration 20F: 3 clusters Score -1.879878e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105582 members 
Mstep: Class 2 contains 63176 members 
Entering Unmasked Estep 
Score: -18799326.000000 Penalty: 5969.965332
	Iteration 21Q: 3 clusters Score -1.879933e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107630 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -18799962.000000 Penalty: 5969.965332
	Iteration 22Q: 3 clusters Score -1.879996e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109738 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -18800638.000000 Penalty: 5969.965332
	Iteration 23Q: 3 clusters Score -1.880064e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111806 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -18801050.000000 Penalty: 5969.965332
	Iteration 24Q: 3 clusters Score -1.880105e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113814 members 
Mstep: Class 2 contains 54944 members 
Entering Unmasked Estep 
Score: -18801546.000000 Penalty: 5969.965332
	Iteration 25Q: 3 clusters Score -1.880155e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115799 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -18801990.000000 Penalty: 5969.965332
	Iteration 26Q: 3 clusters Score -1.880199e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117752 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -18802578.000000 Penalty: 5969.965332
	Iteration 27Q: 3 clusters Score -1.880258e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119701 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -18803086.000000 Penalty: 5969.965332
	Iteration 28Q: 3 clusters Score -1.880309e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121537 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -18803512.000000 Penalty: 5969.965332
	Iteration 29Q: 3 clusters Score -1.880351e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123306 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -18803846.000000 Penalty: 5969.965332
	Iteration 30Q: 3 clusters Score -1.880385e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124972 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -18804314.000000 Penalty: 5969.965332
	Iteration 31Q: 3 clusters Score -1.880431e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126515 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -18804672.000000 Penalty: 5969.965332
	Iteration 32Q: 3 clusters Score -1.880467e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127969 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -18804948.000000 Penalty: 5969.965332
	Iteration 33Q: 3 clusters Score -1.880495e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129375 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -18805268.000000 Penalty: 5969.965332
	Iteration 34Q: 3 clusters Score -1.880527e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130682 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -18805488.000000 Penalty: 5969.965332
	Iteration 35Q: 3 clusters Score -1.880549e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131905 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -18805820.000000 Penalty: 5969.965332
	Iteration 36Q: 3 clusters Score -1.880582e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133069 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -18805964.000000 Penalty: 5969.965332
	Iteration 37Q: 3 clusters Score -1.880596e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134157 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -18806226.000000 Penalty: 5969.965332
	Iteration 38Q: 3 clusters Score -1.880623e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135179 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -18806398.000000 Penalty: 5969.965332
	Iteration 39Q: 3 clusters Score -1.88064e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136137 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -18806652.000000 Penalty: 5969.965332
	Iteration 40F: 3 clusters Score -1.880665e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137144 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -18806802.000000 Penalty: 5969.965332
	Iteration 41Q: 3 clusters Score -1.88068e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138100 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -18806956.000000 Penalty: 5969.965332
	Iteration 42Q: 3 clusters Score -1.880696e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139045 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -18807156.000000 Penalty: 5969.965332
	Iteration 43Q: 3 clusters Score -1.880716e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139937 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -18807270.000000 Penalty: 5969.965332
	Iteration 44Q: 3 clusters Score -1.880727e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140787 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -18807424.000000 Penalty: 5969.965332
	Iteration 45Q: 3 clusters Score -1.880742e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141619 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -18807584.000000 Penalty: 5969.965332
	Iteration 46Q: 3 clusters Score -1.880758e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142428 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -18807706.000000 Penalty: 5969.965332
	Iteration 47Q: 3 clusters Score -1.880771e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143172 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -18807718.000000 Penalty: 5969.965332
	Iteration 48Q: 3 clusters Score -1.880772e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143903 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -18807856.000000 Penalty: 5969.965332
	Iteration 49Q: 3 clusters Score -1.880786e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144599 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -18807916.000000 Penalty: 5969.965332
	Iteration 50Q: 3 clusters Score -1.880792e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145277 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -18808044.000000 Penalty: 5969.965332
	Iteration 51Q: 3 clusters Score -1.880804e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145919 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -18808106.000000 Penalty: 5969.965332
	Iteration 52Q: 3 clusters Score -1.880811e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146546 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -18808198.000000 Penalty: 5969.965332
	Iteration 53Q: 3 clusters Score -1.88082e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147184 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -18808280.000000 Penalty: 5969.965332
	Iteration 54Q: 3 clusters Score -1.880828e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147758 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -18808384.000000 Penalty: 5969.965332
	Iteration 55Q: 3 clusters Score -1.880838e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148319 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -18808478.000000 Penalty: 5969.965332
	Iteration 56Q: 3 clusters Score -1.880848e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148877 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -18808520.000000 Penalty: 5969.965332
	Iteration 57Q: 3 clusters Score -1.880852e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149463 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -18808602.000000 Penalty: 5969.965332
	Iteration 58Q: 3 clusters Score -1.88086e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150068 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -18808684.000000 Penalty: 5969.965332
	Iteration 59Q: 3 clusters Score -1.880868e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150649 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -18808772.000000 Penalty: 5969.965332
	Iteration 60F: 3 clusters Score -1.880877e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151228 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -18808810.000000 Penalty: 5969.965332
	Iteration 61Q: 3 clusters Score -1.880881e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151836 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -18808880.000000 Penalty: 5969.965332
	Iteration 62Q: 3 clusters Score -1.880888e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152439 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -18808936.000000 Penalty: 5969.965332
	Iteration 63Q: 3 clusters Score -1.880894e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153023 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -18808982.000000 Penalty: 5969.965332
	Iteration 64Q: 3 clusters Score -1.880898e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153564 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -18808992.000000 Penalty: 5969.965332
	Iteration 65Q: 3 clusters Score -1.880899e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154092 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -18809054.000000 Penalty: 5969.965332
	Iteration 66Q: 3 clusters Score -1.880905e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154631 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -18809116.000000 Penalty: 5969.965332
	Iteration 67Q: 3 clusters Score -1.880912e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155148 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -18809186.000000 Penalty: 5969.965332
	Iteration 68Q: 3 clusters Score -1.880919e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155639 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -18809222.000000 Penalty: 5969.965332
	Iteration 69Q: 3 clusters Score -1.880922e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156127 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -18809326.000000 Penalty: 5969.965332
	Iteration 70Q: 3 clusters Score -1.880933e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156600 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -18809424.000000 Penalty: 5969.965332
	Iteration 71Q: 3 clusters Score -1.880942e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157044 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -18809494.000000 Penalty: 5969.965332
	Iteration 72Q: 3 clusters Score -1.880949e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157497 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -18809590.000000 Penalty: 5969.965332
	Iteration 73Q: 3 clusters Score -1.880959e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157949 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -18809564.000000 Penalty: 5969.965332
	Iteration 74Q: 3 clusters Score -1.880956e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158402 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -18809614.000000 Penalty: 5969.965332
	Iteration 75Q: 3 clusters Score -1.880961e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158809 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -18809740.000000 Penalty: 5969.965332
	Iteration 76Q: 3 clusters Score -1.880974e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159208 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -18809788.000000 Penalty: 5969.965332
	Iteration 77Q: 3 clusters Score -1.880979e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159572 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -18809800.000000 Penalty: 5969.965332
	Iteration 78Q: 3 clusters Score -1.88098e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159955 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -18809830.000000 Penalty: 5969.965332
	Iteration 79Q: 3 clusters Score -1.880983e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160315 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -18809834.000000 Penalty: 5969.965332
	Iteration 80F: 3 clusters Score -1.880983e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160651 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -18809804.000000 Penalty: 5969.965332
	Iteration 81Q: 3 clusters Score -1.88098e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160936 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -18809828.000000 Penalty: 5969.965332
	Iteration 82Q: 3 clusters Score -1.880983e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161214 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -18809868.000000 Penalty: 5969.965332
	Iteration 83Q: 3 clusters Score -1.880987e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161505 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -18809886.000000 Penalty: 5969.965332
	Iteration 84Q: 3 clusters Score -1.880989e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161785 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -18809928.000000 Penalty: 5969.965332
	Iteration 85Q: 3 clusters Score -1.880993e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162045 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -18809944.000000 Penalty: 5969.965332
	Iteration 86Q: 3 clusters Score -1.880994e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162271 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -18809888.000000 Penalty: 5969.965332
	Iteration 87Q: 3 clusters Score -1.880989e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162478 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -18809890.000000 Penalty: 5969.965332
	Iteration 88Q: 3 clusters Score -1.880989e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162645 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -18809892.000000 Penalty: 5969.965332
	Iteration 89Q: 3 clusters Score -1.880989e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162791 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -18809924.000000 Penalty: 5969.965332
	Iteration 90Q: 3 clusters Score -1.880992e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162928 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -18809940.000000 Penalty: 5969.965332
	Iteration 91Q: 3 clusters Score -1.880994e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163053 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -18809912.000000 Penalty: 5969.965332
	Iteration 92Q: 3 clusters Score -1.880991e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163164 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -18809912.000000 Penalty: 5969.965332
	Iteration 93Q: 3 clusters Score -1.880991e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163268 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -18809926.000000 Penalty: 5969.965332
	Iteration 94Q: 3 clusters Score -1.880993e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163357 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -18809940.000000 Penalty: 5969.965332
	Iteration 95Q: 3 clusters Score -1.880994e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163442 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -18809918.000000 Penalty: 5969.965332
	Iteration 96Q: 3 clusters Score -1.880992e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163534 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -18809932.000000 Penalty: 5969.965332
	Iteration 97Q: 3 clusters Score -1.880993e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163607 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -18809928.000000 Penalty: 5969.965332
	Iteration 98Q: 3 clusters Score -1.880993e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163666 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -18809918.000000 Penalty: 5969.965332
	Iteration 99Q: 3 clusters Score -1.880992e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163718 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -18809894.000000 Penalty: 5969.965332
	Iteration 100F: 3 clusters Score -1.880989e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163763 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -18809916.000000 Penalty: 5969.965332
	Iteration 101Q: 3 clusters Score -1.880992e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163802 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -18809916.000000 Penalty: 5969.965332
	Iteration 102Q: 3 clusters Score -1.880992e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163838 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -18809928.000000 Penalty: 5969.965332
	Iteration 103Q: 3 clusters Score -1.880993e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163869 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -18809932.000000 Penalty: 5969.965332
	Iteration 104Q: 3 clusters Score -1.880993e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163901 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -18809936.000000 Penalty: 5969.965332
	Iteration 105Q: 3 clusters Score -1.880994e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163932 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -18809940.000000 Penalty: 5969.965332
	Iteration 106Q: 3 clusters Score -1.880994e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163958 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -18809952.000000 Penalty: 5969.965332
	Iteration 107Q: 3 clusters Score -1.880995e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163982 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -18809942.000000 Penalty: 5969.965332
	Iteration 108Q: 3 clusters Score -1.880994e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164011 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -18809928.000000 Penalty: 5969.965332
	Iteration 109Q: 3 clusters Score -1.880993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164025 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -18809928.000000 Penalty: 5969.965332
	Iteration 110Q: 3 clusters Score -1.880993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164040 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -18809954.000000 Penalty: 5969.965332
	Iteration 111Q: 3 clusters Score -1.880995e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164053 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -18809942.000000 Penalty: 5969.965332
	Iteration 112Q: 3 clusters Score -1.880994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164075 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -18809926.000000 Penalty: 5969.965332
	Iteration 113Q: 3 clusters Score -1.880993e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164097 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -18809922.000000 Penalty: 5969.965332
	Iteration 114Q: 3 clusters Score -1.880992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164111 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -18809908.000000 Penalty: 5969.965332
	Iteration 115Q: 3 clusters Score -1.880991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164125 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -18809908.000000 Penalty: 5969.965332
	Iteration 116Q: 3 clusters Score -1.880991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164136 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -18809918.000000 Penalty: 5969.965332
	Iteration 117Q: 3 clusters Score -1.880992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164143 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -18809918.000000 Penalty: 5969.965332
	Iteration 118Q: 3 clusters Score -1.880992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164152 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -18809918.000000 Penalty: 5969.965332
	Iteration 119Q: 3 clusters Score -1.880992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164163 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -18809922.000000 Penalty: 5969.965332
	Iteration 120F: 3 clusters Score -1.880992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164173 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -18809914.000000 Penalty: 5969.965332
	Iteration 121Q: 3 clusters Score -1.880991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164180 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -18809912.000000 Penalty: 5969.965332
	Iteration 122Q: 3 clusters Score -1.880991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164189 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -18809900.000000 Penalty: 5969.965332
	Iteration 123Q: 3 clusters Score -1.88099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164201 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -18809888.000000 Penalty: 5969.965332
	Iteration 124Q: 3 clusters Score -1.880989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164212 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -18809886.000000 Penalty: 5969.965332
	Iteration 125Q: 3 clusters Score -1.880989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164216 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -18809878.000000 Penalty: 5969.965332
	Iteration 126Q: 3 clusters Score -1.880988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164219 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -18809882.000000 Penalty: 5969.965332
	Iteration 127Q: 3 clusters Score -1.880988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164223 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -18809880.000000 Penalty: 5969.965332
	Iteration 128Q: 3 clusters Score -1.880988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164226 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -18809884.000000 Penalty: 5969.965332
	Iteration 129Q: 3 clusters Score -1.880988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164229 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -18809892.000000 Penalty: 5969.965332
	Iteration 130Q: 3 clusters Score -1.880989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164232 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -18809888.000000 Penalty: 5969.965332
	Iteration 131Q: 3 clusters Score -1.880989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164235 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -18809884.000000 Penalty: 5969.965332
	Iteration 132Q: 3 clusters Score -1.880988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164239 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -18809886.000000 Penalty: 5969.965332
	Iteration 133Q: 3 clusters Score -1.880989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164241 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -18809886.000000 Penalty: 5969.965332
	Iteration 134Q: 3 clusters Score -1.880989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164248 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -18809880.000000 Penalty: 5969.965332
	Iteration 135Q: 3 clusters Score -1.880988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164252 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -18809888.000000 Penalty: 5969.965332
	Iteration 136Q: 3 clusters Score -1.880989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164258 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -18809882.000000 Penalty: 5969.965332
	Iteration 137Q: 3 clusters Score -1.880988e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164262 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -18809892.000000 Penalty: 5969.965332
	Iteration 138Q: 3 clusters Score -1.880989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164273 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -18809886.000000 Penalty: 5969.965332
	Iteration 139Q: 3 clusters Score -1.880989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164281 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -18809892.000000 Penalty: 5969.965332
	Iteration 140F: 3 clusters Score -1.880989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164285 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -18809898.000000 Penalty: 5969.965332
	Iteration 141Q: 3 clusters Score -1.88099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164289 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -18809906.000000 Penalty: 5969.965332
	Iteration 142Q: 3 clusters Score -1.880991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164293 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -18809894.000000 Penalty: 5969.965332
	Iteration 143Q: 3 clusters Score -1.880989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164301 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -18809910.000000 Penalty: 5969.965332
	Iteration 144Q: 3 clusters Score -1.880991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164311 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -18809892.000000 Penalty: 5969.965332
	Iteration 145Q: 3 clusters Score -1.880989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164318 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -18809908.000000 Penalty: 5969.965332
	Iteration 146Q: 3 clusters Score -1.880991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164324 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -18809898.000000 Penalty: 5969.965332
	Iteration 147Q: 3 clusters Score -1.88099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164329 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -18809894.000000 Penalty: 5969.965332
	Iteration 148Q: 3 clusters Score -1.880989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164333 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -18809896.000000 Penalty: 5969.965332
	Iteration 149Q: 3 clusters Score -1.88099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164335 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -18809896.000000 Penalty: 5969.965332
	Iteration 150Q: 3 clusters Score -1.88099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164338 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -18809888.000000 Penalty: 5969.965332
	Iteration 151Q: 3 clusters Score -1.880989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164338 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -18809888.000000 Penalty: 5969.965332
	Iteration 152F: 3 clusters Score -1.880989e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Entering Unmasked Estep 
Score: -86275.742188 Penalty: 1685.057495
	Iteration 0F: 2 clusters Score -86275.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -84461.289062 Penalty: 3370.114990
	Iteration 0F: 3 clusters Score -84461.29 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -84813.429688 Penalty: 3370.114990
	Iteration 1F: 3 clusters Score -84813.43 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -85004.156250 Penalty: 3370.114990
	Iteration 2F: 3 clusters Score -85004.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -85247.648438 Penalty: 3370.114990
	Iteration 3F: 3 clusters Score -85247.65 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -85381.523438 Penalty: 3370.114990
	Iteration 4F: 3 clusters Score -85381.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -85491.890625 Penalty: 3370.114990
	Iteration 5F: 3 clusters Score -85491.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -85576.000000 Penalty: 3370.114990
	Iteration 6Q: 3 clusters Score -85576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -85697.070312 Penalty: 3370.114990
	Iteration 7Q: 3 clusters Score -85697.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -85802.437500 Penalty: 3370.114990
	Iteration 8Q: 3 clusters Score -85802.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -85923.406250 Penalty: 3370.114990
	Iteration 9Q: 3 clusters Score -85923.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -86123.632812 Penalty: 3370.114990
	Iteration 10Q: 3 clusters Score -86123.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -86274.015625 Penalty: 3370.114990
	Iteration 11Q: 3 clusters Score -86274.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -86493.187500 Penalty: 3370.114990
	Iteration 12Q: 3 clusters Score -86493.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -86688.085938 Penalty: 3370.114990
	Iteration 13Q: 3 clusters Score -86688.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -86814.335938 Penalty: 3370.114990
	Iteration 14Q: 3 clusters Score -86814.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -86860.851562 Penalty: 3370.114990
	Iteration 15Q: 3 clusters Score -86860.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -86860.851562 Penalty: 3370.114990
	Iteration 16F: 3 clusters Score -86860.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1560 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26164 members 
Mstep: Class 5 contains 168758 members 
Mstep: Class 6 contains 246 members 
Mstep: Class 7 contains 39436 members 
Mstep: Class 8 contains 31935 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111160 members 
Mstep: Class 11 contains 2670 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320767 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26976 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49993 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81759 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 4494 members 
Mstep: Class 22 contains 647 members 
Entering Unmasked Estep 
Score: -98009208.000000 Penalty: 74808.710938
Splitting cluster 6 changes total score from -98010288.000000 to -98009208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (39436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Entering Unmasked Estep 
Score: -4288276.000000 Penalty: 2624.443848
	Iteration 0F: 2 clusters Score -4288276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -4261660.000000 Penalty: 5248.887695
	Iteration 0F: 3 clusters Score -4261660 nChanged 17910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4271629.000000 Penalty: 5248.887695
	Iteration 1F: 3 clusters Score -4271629 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -4272169.000000 Penalty: 5248.887695
	Iteration 2Q: 3 clusters Score -4272169 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4272645.500000 Penalty: 5248.887695
	Iteration 3Q: 3 clusters Score -4272646 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -4273183.500000 Penalty: 5248.887695
	Iteration 4Q: 3 clusters Score -4273184 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -4273866.000000 Penalty: 5248.887695
	Iteration 5Q: 3 clusters Score -4273866 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -4274771.500000 Penalty: 5248.887695
	Iteration 6Q: 3 clusters Score -4274772 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -4275958.000000 Penalty: 5248.887695
	Iteration 7F: 3 clusters Score -4275958 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -4277319.500000 Penalty: 5248.887695
	Iteration 8F: 3 clusters Score -4277320 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -4278726.000000 Penalty: 5248.887695
	Iteration 9F: 3 clusters Score -4278726 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -4279878.500000 Penalty: 5248.887695
	Iteration 10Q: 3 clusters Score -4279878 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -4280794.500000 Penalty: 5248.887695
	Iteration 11Q: 3 clusters Score -4280794 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -4281588.000000 Penalty: 5248.887695
	Iteration 12Q: 3 clusters Score -4281588 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -4282496.500000 Penalty: 5248.887695
	Iteration 13Q: 3 clusters Score -4282496 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -4283823.000000 Penalty: 5248.887695
	Iteration 14Q: 3 clusters Score -4283823 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -4284621.500000 Penalty: 5248.887695
	Iteration 15Q: 3 clusters Score -4284622 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -4284968.000000 Penalty: 5248.887695
	Iteration 16Q: 3 clusters Score -4284968 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -4285208.000000 Penalty: 5248.887695
	Iteration 17Q: 3 clusters Score -4285208 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -4285361.000000 Penalty: 5248.887695
	Iteration 18Q: 3 clusters Score -4285361 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -4285480.500000 Penalty: 5248.887695
	Iteration 19Q: 3 clusters Score -4285480 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -4285546.000000 Penalty: 5248.887695
	Iteration 20F: 3 clusters Score -4285546 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -4285620.500000 Penalty: 5248.887695
	Iteration 21Q: 3 clusters Score -4285620 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -4285675.000000 Penalty: 5248.887695
	Iteration 22Q: 3 clusters Score -4285675 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -4285705.500000 Penalty: 5248.887695
	Iteration 23Q: 3 clusters Score -4285706 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -4285735.500000 Penalty: 5248.887695
	Iteration 24Q: 3 clusters Score -4285736 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -4285750.500000 Penalty: 5248.887695
	Iteration 25Q: 3 clusters Score -4285750 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -4285771.000000 Penalty: 5248.887695
	Iteration 26Q: 3 clusters Score -4285771 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -4285787.000000 Penalty: 5248.887695
	Iteration 27Q: 3 clusters Score -4285787 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -4285806.500000 Penalty: 5248.887695
	Iteration 28Q: 3 clusters Score -4285806 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -4285809.500000 Penalty: 5248.887695
	Iteration 29Q: 3 clusters Score -4285810 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -4285809.000000 Penalty: 5248.887695
	Iteration 30Q: 3 clusters Score -4285809 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -4285817.000000 Penalty: 5248.887695
	Iteration 31Q: 3 clusters Score -4285817 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -4285852.500000 Penalty: 5248.887695
	Iteration 32Q: 3 clusters Score -4285852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -4285869.000000 Penalty: 5248.887695
	Iteration 33Q: 3 clusters Score -4285869 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -4285895.500000 Penalty: 5248.887695
	Iteration 34Q: 3 clusters Score -4285896 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -4285896.500000 Penalty: 5248.887695
	Iteration 35Q: 3 clusters Score -4285896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -4285902.500000 Penalty: 5248.887695
	Iteration 36Q: 3 clusters Score -4285902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4285917.000000 Penalty: 5248.887695
	Iteration 37Q: 3 clusters Score -4285917 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4285922.500000 Penalty: 5248.887695
	Iteration 38Q: 3 clusters Score -4285922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -4285938.000000 Penalty: 5248.887695
	Iteration 39Q: 3 clusters Score -4285938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -4285948.500000 Penalty: 5248.887695
	Iteration 40F: 3 clusters Score -4285948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -4285960.000000 Penalty: 5248.887695
	Iteration 41Q: 3 clusters Score -4285960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -4285969.500000 Penalty: 5248.887695
	Iteration 42Q: 3 clusters Score -4285970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -4285970.500000 Penalty: 5248.887695
	Iteration 43Q: 3 clusters Score -4285970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4285976.000000 Penalty: 5248.887695
	Iteration 44Q: 3 clusters Score -4285976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -4285982.000000 Penalty: 5248.887695
	Iteration 45Q: 3 clusters Score -4285982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -4285997.000000 Penalty: 5248.887695
	Iteration 46Q: 3 clusters Score -4285997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -4285998.500000 Penalty: 5248.887695
	Iteration 47Q: 3 clusters Score -4285998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -4286000.000000 Penalty: 5248.887695
	Iteration 48Q: 3 clusters Score -4286000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -4286000.500000 Penalty: 5248.887695
	Iteration 49Q: 3 clusters Score -4286000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -4286007.000000 Penalty: 5248.887695
	Iteration 50Q: 3 clusters Score -4286007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -4286007.500000 Penalty: 5248.887695
	Iteration 51Q: 3 clusters Score -4286008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -4286009.500000 Penalty: 5248.887695
	Iteration 52Q: 3 clusters Score -4286010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -4286011.500000 Penalty: 5248.887695
	Iteration 53Q: 3 clusters Score -4286012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -4286015.500000 Penalty: 5248.887695
	Iteration 54Q: 3 clusters Score -4286016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -4286022.500000 Penalty: 5248.887695
	Iteration 55Q: 3 clusters Score -4286022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -4286020.000000 Penalty: 5248.887695
	Iteration 56Q: 3 clusters Score -4286020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -4286022.500000 Penalty: 5248.887695
	Iteration 57Q: 3 clusters Score -4286022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -4286022.000000 Penalty: 5248.887695
	Iteration 58Q: 3 clusters Score -4286022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -4286026.000000 Penalty: 5248.887695
	Iteration 59Q: 3 clusters Score -4286026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -4286025.500000 Penalty: 5248.887695
	Iteration 60F: 3 clusters Score -4286026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -4286024.000000 Penalty: 5248.887695
	Iteration 61Q: 3 clusters Score -4286024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -4286027.500000 Penalty: 5248.887695
	Iteration 62Q: 3 clusters Score -4286028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -4286027.500000 Penalty: 5248.887695
	Iteration 63F: 3 clusters Score -4286028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Entering Unmasked Estep 
Score: -3605728.500000 Penalty: 2572.121582
	Iteration 0F: 2 clusters Score -3605728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -3583922.750000 Penalty: 5144.243164
	Iteration 0F: 3 clusters Score -3583923 nChanged 14400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3591999.000000 Penalty: 5144.243164
	Iteration 1F: 3 clusters Score -3591999 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3592466.500000 Penalty: 5144.243164
	Iteration 2Q: 3 clusters Score -3592466 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -3592870.750000 Penalty: 5144.243164
	Iteration 3Q: 3 clusters Score -3592871 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3593262.000000 Penalty: 5144.243164
	Iteration 4Q: 3 clusters Score -3593262 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -3593660.250000 Penalty: 5144.243164
	Iteration 5Q: 3 clusters Score -3593660 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3594088.500000 Penalty: 5144.243164
	Iteration 6Q: 3 clusters Score -3594088 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -3594606.750000 Penalty: 5144.243164
	Iteration 7Q: 3 clusters Score -3594607 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3595336.750000 Penalty: 5144.243164
	Iteration 8Q: 3 clusters Score -3595337 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3596326.000000 Penalty: 5144.243164
	Iteration 9Q: 3 clusters Score -3596326 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3597542.250000 Penalty: 5144.243164
	Iteration 10F: 3 clusters Score -3597542 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -3598778.250000 Penalty: 5144.243164
	Iteration 11F: 3 clusters Score -3598778 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -3599802.750000 Penalty: 5144.243164
	Iteration 12Q: 3 clusters Score -3599803 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3600598.250000 Penalty: 5144.243164
	Iteration 13Q: 3 clusters Score -3600598 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -3601167.500000 Penalty: 5144.243164
	Iteration 14Q: 3 clusters Score -3601168 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3601567.250000 Penalty: 5144.243164
	Iteration 15Q: 3 clusters Score -3601567 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -3601824.750000 Penalty: 5144.243164
	Iteration 16Q: 3 clusters Score -3601825 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3602009.750000 Penalty: 5144.243164
	Iteration 17Q: 3 clusters Score -3602010 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -3602145.750000 Penalty: 5144.243164
	Iteration 18Q: 3 clusters Score -3602146 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3602276.750000 Penalty: 5144.243164
	Iteration 19Q: 3 clusters Score -3602277 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -3602402.000000 Penalty: 5144.243164
	Iteration 20F: 3 clusters Score -3602402 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3602516.750000 Penalty: 5144.243164
	Iteration 21Q: 3 clusters Score -3602517 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3602591.000000 Penalty: 5144.243164
	Iteration 22Q: 3 clusters Score -3602591 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -3602645.000000 Penalty: 5144.243164
	Iteration 23Q: 3 clusters Score -3602645 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3602707.000000 Penalty: 5144.243164
	Iteration 24Q: 3 clusters Score -3602707 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -3602777.000000 Penalty: 5144.243164
	Iteration 25Q: 3 clusters Score -3602777 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3602835.000000 Penalty: 5144.243164
	Iteration 26Q: 3 clusters Score -3602835 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -3602908.000000 Penalty: 5144.243164
	Iteration 27Q: 3 clusters Score -3602908 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3602977.750000 Penalty: 5144.243164
	Iteration 28Q: 3 clusters Score -3602978 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3603028.750000 Penalty: 5144.243164
	Iteration 29Q: 3 clusters Score -3603029 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -3603106.000000 Penalty: 5144.243164
	Iteration 30Q: 3 clusters Score -3603106 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3603135.750000 Penalty: 5144.243164
	Iteration 31Q: 3 clusters Score -3603136 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -3603196.000000 Penalty: 5144.243164
	Iteration 32Q: 3 clusters Score -3603196 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -3603240.750000 Penalty: 5144.243164
	Iteration 33Q: 3 clusters Score -3603241 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -3603266.500000 Penalty: 5144.243164
	Iteration 34Q: 3 clusters Score -3603266 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -3603307.000000 Penalty: 5144.243164
	Iteration 35Q: 3 clusters Score -3603307 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -3603320.750000 Penalty: 5144.243164
	Iteration 36Q: 3 clusters Score -3603321 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -3603345.000000 Penalty: 5144.243164
	Iteration 37Q: 3 clusters Score -3603345 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -3603372.750000 Penalty: 5144.243164
	Iteration 38Q: 3 clusters Score -3603373 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -3603395.500000 Penalty: 5144.243164
	Iteration 39Q: 3 clusters Score -3603396 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -3603414.500000 Penalty: 5144.243164
	Iteration 40F: 3 clusters Score -3603414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -3603427.500000 Penalty: 5144.243164
	Iteration 41Q: 3 clusters Score -3603428 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3603457.000000 Penalty: 5144.243164
	Iteration 42Q: 3 clusters Score -3603457 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -3603478.750000 Penalty: 5144.243164
	Iteration 43Q: 3 clusters Score -3603479 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -3603495.750000 Penalty: 5144.243164
	Iteration 44Q: 3 clusters Score -3603496 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -3603520.750000 Penalty: 5144.243164
	Iteration 45Q: 3 clusters Score -3603521 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -3603519.000000 Penalty: 5144.243164
	Iteration 46Q: 3 clusters Score -3603519 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -3603528.250000 Penalty: 5144.243164
	Iteration 47Q: 3 clusters Score -3603528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -3603529.750000 Penalty: 5144.243164
	Iteration 48Q: 3 clusters Score -3603530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -3603536.000000 Penalty: 5144.243164
	Iteration 49Q: 3 clusters Score -3603536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -3603548.750000 Penalty: 5144.243164
	Iteration 50Q: 3 clusters Score -3603549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -3603555.750000 Penalty: 5144.243164
	Iteration 51Q: 3 clusters Score -3603556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -3603562.250000 Penalty: 5144.243164
	Iteration 52Q: 3 clusters Score -3603562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -3603563.750000 Penalty: 5144.243164
	Iteration 53Q: 3 clusters Score -3603564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -3603565.500000 Penalty: 5144.243164
	Iteration 54Q: 3 clusters Score -3603566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -3603575.500000 Penalty: 5144.243164
	Iteration 55Q: 3 clusters Score -3603576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -3603575.000000 Penalty: 5144.243164
	Iteration 56Q: 3 clusters Score -3603575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -3603576.750000 Penalty: 5144.243164
	Iteration 57Q: 3 clusters Score -3603577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -3603577.500000 Penalty: 5144.243164
	Iteration 58Q: 3 clusters Score -3603578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -3603583.500000 Penalty: 5144.243164
	Iteration 59Q: 3 clusters Score -3603584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -3603587.500000 Penalty: 5144.243164
	Iteration 60F: 3 clusters Score -3603588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3603590.500000 Penalty: 5144.243164
	Iteration 61Q: 3 clusters Score -3603590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -3603590.250000 Penalty: 5144.243164
	Iteration 62Q: 3 clusters Score -3603590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -3603592.000000 Penalty: 5144.243164
	Iteration 63Q: 3 clusters Score -3603592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -3603585.000000 Penalty: 5144.243164
	Iteration 64Q: 3 clusters Score -3603585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3603598.250000 Penalty: 5144.243164
	Iteration 65Q: 3 clusters Score -3603598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -3603593.500000 Penalty: 5144.243164
	Iteration 66Q: 3 clusters Score -3603594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -3603597.000000 Penalty: 5144.243164
	Iteration 67Q: 3 clusters Score -3603597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -3603596.250000 Penalty: 5144.243164
	Iteration 68Q: 3 clusters Score -3603596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -3603599.500000 Penalty: 5144.243164
	Iteration 69Q: 3 clusters Score -3603600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -3603603.750000 Penalty: 5144.243164
	Iteration 70Q: 3 clusters Score -3603604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -3603602.750000 Penalty: 5144.243164
	Iteration 71Q: 3 clusters Score -3603603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -3603603.500000 Penalty: 5144.243164
	Iteration 72Q: 3 clusters Score -3603604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -3603610.250000 Penalty: 5144.243164
	Iteration 73Q: 3 clusters Score -3603610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -3603614.750000 Penalty: 5144.243164
	Iteration 74Q: 3 clusters Score -3603615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -3603621.000000 Penalty: 5144.243164
	Iteration 75Q: 3 clusters Score -3603621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3603619.750000 Penalty: 5144.243164
	Iteration 76Q: 3 clusters Score -3603620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -3603618.250000 Penalty: 5144.243164
	Iteration 77Q: 3 clusters Score -3603618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -3603621.250000 Penalty: 5144.243164
	Iteration 78Q: 3 clusters Score -3603621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -3603623.250000 Penalty: 5144.243164
	Iteration 79Q: 3 clusters Score -3603623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -3603622.750000 Penalty: 5144.243164
	Iteration 80F: 3 clusters Score -3603623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -3603623.250000 Penalty: 5144.243164
	Iteration 81Q: 3 clusters Score -3603623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -3603621.750000 Penalty: 5144.243164
	Iteration 82Q: 3 clusters Score -3603622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -3603621.250000 Penalty: 5144.243164
	Iteration 83Q: 3 clusters Score -3603621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -3603622.250000 Penalty: 5144.243164
	Iteration 84Q: 3 clusters Score -3603622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -3603627.500000 Penalty: 5144.243164
	Iteration 85Q: 3 clusters Score -3603628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -3603623.000000 Penalty: 5144.243164
	Iteration 86Q: 3 clusters Score -3603623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -3603622.750000 Penalty: 5144.243164
	Iteration 87Q: 3 clusters Score -3603623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -3603621.000000 Penalty: 5144.243164
	Iteration 88Q: 3 clusters Score -3603621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3603625.500000 Penalty: 5144.243164
	Iteration 89Q: 3 clusters Score -3603626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3603625.500000 Penalty: 5144.243164
	Iteration 90F: 3 clusters Score -3603626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Entering Unmasked Estep 
Score: -325015.375000 Penalty: 1983.003052
	Iteration 0F: 2 clusters Score -325015.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -321805.250000 Penalty: 3966.006104
	Iteration 0F: 3 clusters Score -321805.2 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -322451.281250 Penalty: 3966.006104
	Iteration 1F: 3 clusters Score -322451.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -322639.593750 Penalty: 3966.006104
	Iteration 2F: 3 clusters Score -322639.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -322795.937500 Penalty: 3966.006104
	Iteration 3Q: 3 clusters Score -322795.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -323017.093750 Penalty: 3966.006104
	Iteration 4Q: 3 clusters Score -323017.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -323139.406250 Penalty: 3966.006104
	Iteration 5Q: 3 clusters Score -323139.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -323217.937500 Penalty: 3966.006104
	Iteration 6Q: 3 clusters Score -323217.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -323304.031250 Penalty: 3966.006104
	Iteration 7Q: 3 clusters Score -323304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -323387.937500 Penalty: 3966.006104
	Iteration 8Q: 3 clusters Score -323387.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -323458.375000 Penalty: 3966.006104
	Iteration 9Q: 3 clusters Score -323458.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -323524.062500 Penalty: 3966.006104
	Iteration 10Q: 3 clusters Score -323524.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -323595.187500 Penalty: 3966.006104
	Iteration 11Q: 3 clusters Score -323595.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -323658.000000 Penalty: 3966.006104
	Iteration 12Q: 3 clusters Score -323658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -323704.218750 Penalty: 3966.006104
	Iteration 13Q: 3 clusters Score -323704.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -323742.187500 Penalty: 3966.006104
	Iteration 14Q: 3 clusters Score -323742.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -323777.968750 Penalty: 3966.006104
	Iteration 15Q: 3 clusters Score -323778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -323803.875000 Penalty: 3966.006104
	Iteration 16Q: 3 clusters Score -323803.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -323822.031250 Penalty: 3966.006104
	Iteration 17Q: 3 clusters Score -323822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -323838.843750 Penalty: 3966.006104
	Iteration 18Q: 3 clusters Score -323838.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -323849.812500 Penalty: 3966.006104
	Iteration 19Q: 3 clusters Score -323849.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -323856.406250 Penalty: 3966.006104
	Iteration 20F: 3 clusters Score -323856.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -323862.875000 Penalty: 3966.006104
	Iteration 21Q: 3 clusters Score -323862.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -323865.437500 Penalty: 3966.006104
	Iteration 22Q: 3 clusters Score -323865.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -323866.500000 Penalty: 3966.006104
	Iteration 23Q: 3 clusters Score -323866.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -323868.843750 Penalty: 3966.006104
	Iteration 24Q: 3 clusters Score -323868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -323870.156250 Penalty: 3966.006104
	Iteration 25Q: 3 clusters Score -323870.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -323871.593750 Penalty: 3966.006104
	Iteration 26Q: 3 clusters Score -323871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -323872.406250 Penalty: 3966.006104
	Iteration 27Q: 3 clusters Score -323872.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -323873.093750 Penalty: 3966.006104
	Iteration 28Q: 3 clusters Score -323873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -323875.187500 Penalty: 3966.006104
	Iteration 29Q: 3 clusters Score -323875.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -323875.500000 Penalty: 3966.006104
	Iteration 30Q: 3 clusters Score -323875.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -323875.312500 Penalty: 3966.006104
	Iteration 31Q: 3 clusters Score -323875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -323876.656250 Penalty: 3966.006104
	Iteration 32Q: 3 clusters Score -323876.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -323878.968750 Penalty: 3966.006104
	Iteration 33Q: 3 clusters Score -323879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -323880.531250 Penalty: 3966.006104
	Iteration 34Q: 3 clusters Score -323880.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -323882.375000 Penalty: 3966.006104
	Iteration 35Q: 3 clusters Score -323882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -323882.687500 Penalty: 3966.006104
	Iteration 36Q: 3 clusters Score -323882.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -323883.500000 Penalty: 3966.006104
	Iteration 37Q: 3 clusters Score -323883.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -323884.093750 Penalty: 3966.006104
	Iteration 38Q: 3 clusters Score -323884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -323884.093750 Penalty: 3966.006104
	Iteration 39Q: 3 clusters Score -323884.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -323884.468750 Penalty: 3966.006104
	Iteration 40F: 3 clusters Score -323884.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -323884.468750 Penalty: 3966.006104
	Iteration 41Q: 3 clusters Score -323884.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -323885.031250 Penalty: 3966.006104
	Iteration 42Q: 3 clusters Score -323885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -323885.125000 Penalty: 3966.006104
	Iteration 43Q: 3 clusters Score -323885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -323886.250000 Penalty: 3966.006104
	Iteration 44Q: 3 clusters Score -323886.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -323887.750000 Penalty: 3966.006104
	Iteration 45Q: 3 clusters Score -323887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -323888.812500 Penalty: 3966.006104
	Iteration 46Q: 3 clusters Score -323888.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -323889.281250 Penalty: 3966.006104
	Iteration 47Q: 3 clusters Score -323889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -323891.093750 Penalty: 3966.006104
	Iteration 48Q: 3 clusters Score -323891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -323890.968750 Penalty: 3966.006104
	Iteration 49Q: 3 clusters Score -323891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -323892.718750 Penalty: 3966.006104
	Iteration 50Q: 3 clusters Score -323892.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -323894.125000 Penalty: 3966.006104
	Iteration 51Q: 3 clusters Score -323894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -323894.312500 Penalty: 3966.006104
	Iteration 52Q: 3 clusters Score -323894.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -323894.062500 Penalty: 3966.006104
	Iteration 53Q: 3 clusters Score -323894.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -323895.812500 Penalty: 3966.006104
	Iteration 54Q: 3 clusters Score -323895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -323896.812500 Penalty: 3966.006104
	Iteration 55Q: 3 clusters Score -323896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -323897.250000 Penalty: 3966.006104
	Iteration 56Q: 3 clusters Score -323897.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -323897.843750 Penalty: 3966.006104
	Iteration 57Q: 3 clusters Score -323897.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -323897.843750 Penalty: 3966.006104
	Iteration 58F: 3 clusters Score -323897.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (111160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111160 members 
Entering Unmasked Estep 
Score: -12604921.000000 Penalty: 2881.444092
	Iteration 0F: 2 clusters Score -1.260492e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -12530587.000000 Penalty: 5762.888184
	Iteration 0F: 3 clusters Score -1.253059e+07 nChanged 52684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53369 members 
Mstep: Class 2 contains 57791 members 
Entering Unmasked Estep 
Score: -12560847.000000 Penalty: 5762.888184
	Iteration 1F: 3 clusters Score -1.256085e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -12561674.000000 Penalty: 5762.888184
	Iteration 2Q: 3 clusters Score -1.256167e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 61675 members 
Entering Unmasked Estep 
Score: -12562688.000000 Penalty: 5762.888184
	Iteration 3Q: 3 clusters Score -1.256269e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 65105 members 
Entering Unmasked Estep 
Score: -12564356.000000 Penalty: 5762.888184
	Iteration 4Q: 3 clusters Score -1.256436e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 70099 members 
Entering Unmasked Estep 
Score: -12566923.000000 Penalty: 5762.888184
	Iteration 5F: 3 clusters Score -1.256692e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 77040 members 
Entering Unmasked Estep 
Score: -12571478.000000 Penalty: 5762.888184
	Iteration 6F: 3 clusters Score -1.257148e+07 nChanged 8981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 85837 members 
Entering Unmasked Estep 
Score: -12578548.000000 Penalty: 5762.888184
	Iteration 7F: 3 clusters Score -1.257855e+07 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 95333 members 
Entering Unmasked Estep 
Score: -12587240.000000 Penalty: 5762.888184
	Iteration 8F: 3 clusters Score -1.258724e+07 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 103125 members 
Entering Unmasked Estep 
Score: -12594819.000000 Penalty: 5762.888184
	Iteration 9F: 3 clusters Score -1.259482e+07 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 107890 members 
Entering Unmasked Estep 
Score: -12599364.000000 Penalty: 5762.888184
	Iteration 10Q: 3 clusters Score -1.259936e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 109973 members 
Entering Unmasked Estep 
Score: -12601284.000000 Penalty: 5762.888184
	Iteration 11Q: 3 clusters Score -1.260128e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 110643 members 
Entering Unmasked Estep 
Score: -12601906.000000 Penalty: 5762.888184
	Iteration 12Q: 3 clusters Score -1.260191e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 110820 members 
Entering Unmasked Estep 
Score: -12602132.000000 Penalty: 5762.888184
	Iteration 13Q: 3 clusters Score -1.260213e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 110885 members 
Entering Unmasked Estep 
Score: -12602246.000000 Penalty: 5762.888184
	Iteration 14Q: 3 clusters Score -1.260225e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 110913 members 
Entering Unmasked Estep 
Score: -12602285.000000 Penalty: 5762.888184
	Iteration 15Q: 3 clusters Score -1.260228e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 110926 members 
Entering Unmasked Estep 
Score: -12602317.000000 Penalty: 5762.888184
	Iteration 16Q: 3 clusters Score -1.260232e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 110930 members 
Entering Unmasked Estep 
Score: -12602330.000000 Penalty: 5762.888184
	Iteration 17Q: 3 clusters Score -1.260233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 110934 members 
Entering Unmasked Estep 
Score: -12602344.000000 Penalty: 5762.888184
	Iteration 18Q: 3 clusters Score -1.260234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 110935 members 
Entering Unmasked Estep 
Score: -12602358.000000 Penalty: 5762.888184
	Iteration 19Q: 3 clusters Score -1.260236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 110937 members 
Entering Unmasked Estep 
Score: -12602365.000000 Penalty: 5762.888184
	Iteration 20F: 3 clusters Score -1.260236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 110937 members 
Entering Unmasked Estep 
Score: -12602372.000000 Penalty: 5762.888184
	Iteration 21Q: 3 clusters Score -1.260237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 110939 members 
Entering Unmasked Estep 
Score: -12602376.000000 Penalty: 5762.888184
	Iteration 22Q: 3 clusters Score -1.260238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 110942 members 
Entering Unmasked Estep 
Score: -12602372.000000 Penalty: 5762.888184
	Iteration 23Q: 3 clusters Score -1.260237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 110944 members 
Entering Unmasked Estep 
Score: -12602374.000000 Penalty: 5762.888184
	Iteration 24Q: 3 clusters Score -1.260237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 110948 members 
Entering Unmasked Estep 
Score: -12602375.000000 Penalty: 5762.888184
	Iteration 25Q: 3 clusters Score -1.260238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 110951 members 
Entering Unmasked Estep 
Score: -12602379.000000 Penalty: 5762.888184
	Iteration 26Q: 3 clusters Score -1.260238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 110950 members 
Entering Unmasked Estep 
Score: -12602380.000000 Penalty: 5762.888184
	Iteration 27Q: 3 clusters Score -1.260238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 110950 members 
Entering Unmasked Estep 
Score: -12602380.000000 Penalty: 5762.888184
	Iteration 28F: 3 clusters Score -1.260238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -288296.875000 Penalty: 1956.678833
	Iteration 0F: 2 clusters Score -288296.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -285231.843750 Penalty: 3913.357666
	Iteration 0F: 3 clusters Score -285231.8 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -285839.156250 Penalty: 3913.357666
	Iteration 1F: 3 clusters Score -285839.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -285999.843750 Penalty: 3913.357666
	Iteration 2F: 3 clusters Score -285999.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -286086.000000 Penalty: 3913.357666
	Iteration 3Q: 3 clusters Score -286086 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -286139.718750 Penalty: 3913.357666
	Iteration 4Q: 3 clusters Score -286139.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -286173.468750 Penalty: 3913.357666
	Iteration 5Q: 3 clusters Score -286173.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -286203.437500 Penalty: 3913.357666
	Iteration 6Q: 3 clusters Score -286203.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -286226.812500 Penalty: 3913.357666
	Iteration 7Q: 3 clusters Score -286226.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -286244.312500 Penalty: 3913.357666
	Iteration 8Q: 3 clusters Score -286244.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -286259.750000 Penalty: 3913.357666
	Iteration 9Q: 3 clusters Score -286259.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -286271.093750 Penalty: 3913.357666
	Iteration 10Q: 3 clusters Score -286271.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -286278.281250 Penalty: 3913.357666
	Iteration 11Q: 3 clusters Score -286278.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -286283.906250 Penalty: 3913.357666
	Iteration 12Q: 3 clusters Score -286283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -286287.125000 Penalty: 3913.357666
	Iteration 13Q: 3 clusters Score -286287.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -286291.250000 Penalty: 3913.357666
	Iteration 14Q: 3 clusters Score -286291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -286292.812500 Penalty: 3913.357666
	Iteration 15Q: 3 clusters Score -286292.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -286293.125000 Penalty: 3913.357666
	Iteration 16Q: 3 clusters Score -286293.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -286293.125000 Penalty: 3913.357666
	Iteration 17F: 3 clusters Score -286293.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Entering Unmasked Estep 
Score: -1251623.375000 Penalty: 2312.004150
	Iteration 0F: 2 clusters Score -1251623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1243188.875000 Penalty: 4624.008301
	Iteration 0F: 3 clusters Score -1243189 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1245577.375000 Penalty: 4624.008301
	Iteration 1F: 3 clusters Score -1245577 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1245819.250000 Penalty: 4624.008301
	Iteration 2F: 3 clusters Score -1245819 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1245988.875000 Penalty: 4624.008301
	Iteration 3Q: 3 clusters Score -1245989 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1246132.625000 Penalty: 4624.008301
	Iteration 4Q: 3 clusters Score -1246133 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1246238.500000 Penalty: 4624.008301
	Iteration 5Q: 3 clusters Score -1246238 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1246330.375000 Penalty: 4624.008301
	Iteration 6Q: 3 clusters Score -1246330 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1246424.500000 Penalty: 4624.008301
	Iteration 7Q: 3 clusters Score -1246424 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1246530.000000 Penalty: 4624.008301
	Iteration 8Q: 3 clusters Score -1246530 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1246654.125000 Penalty: 4624.008301
	Iteration 9Q: 3 clusters Score -1246654 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1246800.125000 Penalty: 4624.008301
	Iteration 10Q: 3 clusters Score -1246800 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1246988.500000 Penalty: 4624.008301
	Iteration 11Q: 3 clusters Score -1246988 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1247247.625000 Penalty: 4624.008301
	Iteration 12Q: 3 clusters Score -1247248 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1247553.125000 Penalty: 4624.008301
	Iteration 13Q: 3 clusters Score -1247553 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1247922.250000 Penalty: 4624.008301
	Iteration 14Q: 3 clusters Score -1247922 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1248315.250000 Penalty: 4624.008301
	Iteration 15F: 3 clusters Score -1248315 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1248714.375000 Penalty: 4624.008301
	Iteration 16Q: 3 clusters Score -1248714 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1249076.625000 Penalty: 4624.008301
	Iteration 17Q: 3 clusters Score -1249077 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1249360.625000 Penalty: 4624.008301
	Iteration 18Q: 3 clusters Score -1249361 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1249558.000000 Penalty: 4624.008301
	Iteration 19Q: 3 clusters Score -1249558 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1249678.375000 Penalty: 4624.008301
	Iteration 20F: 3 clusters Score -1249678 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1249758.750000 Penalty: 4624.008301
	Iteration 21Q: 3 clusters Score -1249759 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1249824.500000 Penalty: 4624.008301
	Iteration 22Q: 3 clusters Score -1249824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1249872.000000 Penalty: 4624.008301
	Iteration 23Q: 3 clusters Score -1249872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1249896.625000 Penalty: 4624.008301
	Iteration 24Q: 3 clusters Score -1249897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1249913.250000 Penalty: 4624.008301
	Iteration 25Q: 3 clusters Score -1249913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1249924.000000 Penalty: 4624.008301
	Iteration 26Q: 3 clusters Score -1249924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1249933.875000 Penalty: 4624.008301
	Iteration 27Q: 3 clusters Score -1249934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1249938.625000 Penalty: 4624.008301
	Iteration 28Q: 3 clusters Score -1249939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1249939.875000 Penalty: 4624.008301
	Iteration 29Q: 3 clusters Score -1249940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1249950.000000 Penalty: 4624.008301
	Iteration 30Q: 3 clusters Score -1249950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1249949.250000 Penalty: 4624.008301
	Iteration 31Q: 3 clusters Score -1249949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1249950.625000 Penalty: 4624.008301
	Iteration 32Q: 3 clusters Score -1249951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1249955.000000 Penalty: 4624.008301
	Iteration 33Q: 3 clusters Score -1249955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1249955.375000 Penalty: 4624.008301
	Iteration 34Q: 3 clusters Score -1249955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1249957.125000 Penalty: 4624.008301
	Iteration 35Q: 3 clusters Score -1249957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1249957.125000 Penalty: 4624.008301
	Iteration 36F: 3 clusters Score -1249957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (320767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320767 members 
Entering Unmasked Estep 
Score: -35442216.000000 Penalty: 3144.260742
	Iteration 0F: 2 clusters Score -3.544222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160208 members 
Mstep: Class 2 contains 160559 members 
Entering Unmasked Estep 
Score: -35259872.000000 Penalty: 6288.521484
	Iteration 0F: 3 clusters Score -3.525987e+07 nChanged 155522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155264 members 
Mstep: Class 2 contains 165503 members 
Entering Unmasked Estep 
Score: -35352188.000000 Penalty: 6288.521484
	Iteration 1F: 3 clusters Score -3.535219e+07 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151192 members 
Mstep: Class 2 contains 169575 members 
Entering Unmasked Estep 
Score: -35353752.000000 Penalty: 6288.521484
	Iteration 2Q: 3 clusters Score -3.535375e+07 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144649 members 
Mstep: Class 2 contains 176118 members 
Entering Unmasked Estep 
Score: -35356084.000000 Penalty: 6288.521484
	Iteration 3Q: 3 clusters Score -3.535608e+07 nChanged 11975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134750 members 
Mstep: Class 2 contains 186017 members 
Entering Unmasked Estep 
Score: -35359456.000000 Penalty: 6288.521484
	Iteration 4Q: 3 clusters Score -3.535946e+07 nChanged 16214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119840 members 
Mstep: Class 2 contains 200927 members 
Entering Unmasked Estep 
Score: -35366452.000000 Penalty: 6288.521484
	Iteration 5F: 3 clusters Score -3.536645e+07 nChanged 21401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99197 members 
Mstep: Class 2 contains 221570 members 
Entering Unmasked Estep 
Score: -35378528.000000 Penalty: 6288.521484
	Iteration 6F: 3 clusters Score -3.537853e+07 nChanged 25925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73574 members 
Mstep: Class 2 contains 247193 members 
Entering Unmasked Estep 
Score: -35396352.000000 Penalty: 6288.521484
	Iteration 7F: 3 clusters Score -3.539635e+07 nChanged 26689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 273762 members 
Entering Unmasked Estep 
Score: -35417840.000000 Penalty: 6288.521484
	Iteration 8F: 3 clusters Score -3.541784e+07 nChanged 21745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 295473 members 
Entering Unmasked Estep 
Score: -35437188.000000 Penalty: 6288.521484
	Iteration 9F: 3 clusters Score -3.543719e+07 nChanged 14355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 309826 members 
Entering Unmasked Estep 
Score: -35443744.000000 Penalty: 6288.521484
	Iteration 10Q: 3 clusters Score -3.544374e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 317297 members 
Entering Unmasked Estep 
Score: -35441620.000000 Penalty: 6288.521484
	Iteration 11Q: 3 clusters Score -3.544162e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 319728 members 
Entering Unmasked Estep 
Score: -35440056.000000 Penalty: 6288.521484
	Iteration 12Q: 3 clusters Score -3.544006e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 320298 members 
Entering Unmasked Estep 
Score: -35439776.000000 Penalty: 6288.521484
	Iteration 13Q: 3 clusters Score -3.543978e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 320430 members 
Entering Unmasked Estep 
Score: -35439700.000000 Penalty: 6288.521484
	Iteration 14Q: 3 clusters Score -3.54397e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 320458 members 
Entering Unmasked Estep 
Score: -35439720.000000 Penalty: 6288.521484
	Iteration 15Q: 3 clusters Score -3.543972e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 320470 members 
Entering Unmasked Estep 
Score: -35439740.000000 Penalty: 6288.521484
	Iteration 16Q: 3 clusters Score -3.543974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 320481 members 
Entering Unmasked Estep 
Score: -35439752.000000 Penalty: 6288.521484
	Iteration 17Q: 3 clusters Score -3.543975e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 320487 members 
Entering Unmasked Estep 
Score: -35439768.000000 Penalty: 6288.521484
	Iteration 18Q: 3 clusters Score -3.543977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 320494 members 
Entering Unmasked Estep 
Score: -35439788.000000 Penalty: 6288.521484
	Iteration 19Q: 3 clusters Score -3.543979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 320499 members 
Entering Unmasked Estep 
Score: -35439800.000000 Penalty: 6288.521484
	Iteration 20F: 3 clusters Score -3.54398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 320500 members 
Entering Unmasked Estep 
Score: -35439796.000000 Penalty: 6288.521484
	Iteration 21Q: 3 clusters Score -3.54398e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 320501 members 
Entering Unmasked Estep 
Score: -35439804.000000 Penalty: 6288.521484
	Iteration 22Q: 3 clusters Score -3.54398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 320502 members 
Entering Unmasked Estep 
Score: -35439784.000000 Penalty: 6288.521484
	Iteration 23Q: 3 clusters Score -3.543978e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 320501 members 
Entering Unmasked Estep 
Score: -35439768.000000 Penalty: 6288.521484
	Iteration 24Q: 3 clusters Score -3.543977e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 320500 members 
Entering Unmasked Estep 
Score: -35439776.000000 Penalty: 6288.521484
	Iteration 25Q: 3 clusters Score -3.543978e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 320500 members 
Entering Unmasked Estep 
Score: -35439776.000000 Penalty: 6288.521484
	Iteration 26F: 3 clusters Score -3.543978e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -24097.187500 Penalty: 1402.686035
	Iteration 0F: 2 clusters Score -24097.19 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 154 members 
Entering Unmasked Estep 
Score: -22860.638672 Penalty: 2805.372070
	Iteration 0F: 3 clusters Score -22860.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23106.308594 Penalty: 2805.372070
	Iteration 1F: 3 clusters Score -23106.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -23249.447266 Penalty: 2805.372070
	Iteration 2F: 3 clusters Score -23249.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -23315.947266 Penalty: 2805.372070
	Iteration 3Q: 3 clusters Score -23315.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -23358.152344 Penalty: 2805.372070
	Iteration 4Q: 3 clusters Score -23358.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23409.177734 Penalty: 2805.372070
	Iteration 5Q: 3 clusters Score -23409.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -23435.408203 Penalty: 2805.372070
	Iteration 6Q: 3 clusters Score -23435.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -23458.500000 Penalty: 2805.372070
	Iteration 7Q: 3 clusters Score -23458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23461.353516 Penalty: 2805.372070
	Iteration 8Q: 3 clusters Score -23461.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23461.353516 Penalty: 2805.372070
	Iteration 9F: 3 clusters Score -23461.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Entering Unmasked Estep 
Score: -3027864.500000 Penalty: 2530.270264
	Iteration 0F: 2 clusters Score -3027864 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 13557 members 
Entering Unmasked Estep 
Score: -3009305.750000 Penalty: 5060.540527
	Iteration 0F: 3 clusters Score -3009306 nChanged 12062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -3015898.750000 Penalty: 5060.540527
	Iteration 1F: 3 clusters Score -3015899 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3016740.250000 Penalty: 5060.540527
	Iteration 2F: 3 clusters Score -3016740 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3017677.250000 Penalty: 5060.540527
	Iteration 3F: 3 clusters Score -3017677 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -3018694.750000 Penalty: 5060.540527
	Iteration 4F: 3 clusters Score -3018695 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -3019628.000000 Penalty: 5060.540527
	Iteration 5F: 3 clusters Score -3019628 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3020471.000000 Penalty: 5060.540527
	Iteration 6F: 3 clusters Score -3020471 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -3021333.250000 Penalty: 5060.540527
	Iteration 7F: 3 clusters Score -3021333 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3022111.250000 Penalty: 5060.540527
	Iteration 8F: 3 clusters Score -3022111 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3022880.750000 Penalty: 5060.540527
	Iteration 9Q: 3 clusters Score -3022881 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -3023546.000000 Penalty: 5060.540527
	Iteration 10Q: 3 clusters Score -3023546 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -3024136.500000 Penalty: 5060.540527
	Iteration 11Q: 3 clusters Score -3024136 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3024666.250000 Penalty: 5060.540527
	Iteration 12Q: 3 clusters Score -3024666 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -3025182.500000 Penalty: 5060.540527
	Iteration 13Q: 3 clusters Score -3025182 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -3025674.000000 Penalty: 5060.540527
	Iteration 14Q: 3 clusters Score -3025674 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -3025980.250000 Penalty: 5060.540527
	Iteration 15Q: 3 clusters Score -3025980 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3026216.750000 Penalty: 5060.540527
	Iteration 16Q: 3 clusters Score -3026217 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -3026426.500000 Penalty: 5060.540527
	Iteration 17Q: 3 clusters Score -3026426 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -3026573.000000 Penalty: 5060.540527
	Iteration 18Q: 3 clusters Score -3026573 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -3026705.250000 Penalty: 5060.540527
	Iteration 19Q: 3 clusters Score -3026705 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -3026798.750000 Penalty: 5060.540527
	Iteration 20F: 3 clusters Score -3026799 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3026869.000000 Penalty: 5060.540527
	Iteration 21Q: 3 clusters Score -3026869 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3026912.250000 Penalty: 5060.540527
	Iteration 22Q: 3 clusters Score -3026912 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -3026925.750000 Penalty: 5060.540527
	Iteration 23Q: 3 clusters Score -3026926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -3026953.250000 Penalty: 5060.540527
	Iteration 24Q: 3 clusters Score -3026953 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3026970.250000 Penalty: 5060.540527
	Iteration 25Q: 3 clusters Score -3026970 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -3026985.750000 Penalty: 5060.540527
	Iteration 26Q: 3 clusters Score -3026986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -3026982.250000 Penalty: 5060.540527
	Iteration 27Q: 3 clusters Score -3026982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -3026989.000000 Penalty: 5060.540527
	Iteration 28Q: 3 clusters Score -3026989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3026987.250000 Penalty: 5060.540527
	Iteration 29Q: 3 clusters Score -3026987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3026986.250000 Penalty: 5060.540527
	Iteration 30Q: 3 clusters Score -3026986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -3026986.000000 Penalty: 5060.540527
	Iteration 31Q: 3 clusters Score -3026986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3026986.500000 Penalty: 5060.540527
	Iteration 32Q: 3 clusters Score -3026986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3026986.250000 Penalty: 5060.540527
	Iteration 33Q: 3 clusters Score -3026986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -3026981.750000 Penalty: 5060.540527
	Iteration 34Q: 3 clusters Score -3026982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3026980.000000 Penalty: 5060.540527
	Iteration 35Q: 3 clusters Score -3026980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3026982.000000 Penalty: 5060.540527
	Iteration 36Q: 3 clusters Score -3026982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -3026982.250000 Penalty: 5060.540527
	Iteration 37Q: 3 clusters Score -3026982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -3026987.750000 Penalty: 5060.540527
	Iteration 38Q: 3 clusters Score -3026988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -3026991.000000 Penalty: 5060.540527
	Iteration 39Q: 3 clusters Score -3026991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3026992.000000 Penalty: 5060.540527
	Iteration 40F: 3 clusters Score -3026992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3026993.000000 Penalty: 5060.540527
	Iteration 41Q: 3 clusters Score -3026993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -3026988.500000 Penalty: 5060.540527
	Iteration 42Q: 3 clusters Score -3026988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -3026995.250000 Penalty: 5060.540527
	Iteration 43Q: 3 clusters Score -3026995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -3026995.250000 Penalty: 5060.540527
	Iteration 44F: 3 clusters Score -3026995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -249632.953125 Penalty: 1913.129272
	Iteration 0F: 2 clusters Score -249633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -246904.718750 Penalty: 3826.258545
	Iteration 0F: 3 clusters Score -246904.7 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -247413.031250 Penalty: 3826.258545
	Iteration 1F: 3 clusters Score -247413 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -247535.375000 Penalty: 3826.258545
	Iteration 2F: 3 clusters Score -247535.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -247595.328125 Penalty: 3826.258545
	Iteration 3Q: 3 clusters Score -247595.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -247624.296875 Penalty: 3826.258545
	Iteration 4Q: 3 clusters Score -247624.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -247646.031250 Penalty: 3826.258545
	Iteration 5Q: 3 clusters Score -247646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -247661.671875 Penalty: 3826.258545
	Iteration 6Q: 3 clusters Score -247661.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -247672.218750 Penalty: 3826.258545
	Iteration 7Q: 3 clusters Score -247672.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -247680.984375 Penalty: 3826.258545
	Iteration 8Q: 3 clusters Score -247681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -247688.421875 Penalty: 3826.258545
	Iteration 9Q: 3 clusters Score -247688.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -247696.500000 Penalty: 3826.258545
	Iteration 10Q: 3 clusters Score -247696.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -247702.296875 Penalty: 3826.258545
	Iteration 11Q: 3 clusters Score -247702.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -247708.218750 Penalty: 3826.258545
	Iteration 12Q: 3 clusters Score -247708.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -247711.671875 Penalty: 3826.258545
	Iteration 13Q: 3 clusters Score -247711.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -247715.421875 Penalty: 3826.258545
	Iteration 14Q: 3 clusters Score -247715.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -247719.468750 Penalty: 3826.258545
	Iteration 15Q: 3 clusters Score -247719.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -247725.656250 Penalty: 3826.258545
	Iteration 16Q: 3 clusters Score -247725.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -247732.875000 Penalty: 3826.258545
	Iteration 17Q: 3 clusters Score -247732.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -247737.796875 Penalty: 3826.258545
	Iteration 18Q: 3 clusters Score -247737.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -247741.765625 Penalty: 3826.258545
	Iteration 19Q: 3 clusters Score -247741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -247744.390625 Penalty: 3826.258545
	Iteration 20F: 3 clusters Score -247744.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -247747.921875 Penalty: 3826.258545
	Iteration 21Q: 3 clusters Score -247747.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -247750.750000 Penalty: 3826.258545
	Iteration 22Q: 3 clusters Score -247750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -247751.703125 Penalty: 3826.258545
	Iteration 23Q: 3 clusters Score -247751.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -247753.046875 Penalty: 3826.258545
	Iteration 24Q: 3 clusters Score -247753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -247755.375000 Penalty: 3826.258545
	Iteration 25Q: 3 clusters Score -247755.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -247756.156250 Penalty: 3826.258545
	Iteration 26Q: 3 clusters Score -247756.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -247756.156250 Penalty: 3826.258545
	Iteration 27F: 3 clusters Score -247756.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (49993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Entering Unmasked Estep 
Score: -5591820.000000 Penalty: 2683.270264
	Iteration 0F: 2 clusters Score -5591820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -5558157.500000 Penalty: 5366.540527
	Iteration 0F: 3 clusters Score -5558158 nChanged 23138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -5571189.000000 Penalty: 5366.540527
	Iteration 1F: 3 clusters Score -5571189 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -5572057.000000 Penalty: 5366.540527
	Iteration 2Q: 3 clusters Score -5572057 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -5572919.500000 Penalty: 5366.540527
	Iteration 3Q: 3 clusters Score -5572920 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -5573963.000000 Penalty: 5366.540527
	Iteration 4Q: 3 clusters Score -5573963 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -5575296.500000 Penalty: 5366.540527
	Iteration 5Q: 3 clusters Score -5575296 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -5577012.500000 Penalty: 5366.540527
	Iteration 6F: 3 clusters Score -5577012 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -5579250.000000 Penalty: 5366.540527
	Iteration 7F: 3 clusters Score -5579250 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -5581636.500000 Penalty: 5366.540527
	Iteration 8F: 3 clusters Score -5581636 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -5583809.500000 Penalty: 5366.540527
	Iteration 9F: 3 clusters Score -5583810 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -5585556.500000 Penalty: 5366.540527
	Iteration 10Q: 3 clusters Score -5585556 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -5586893.500000 Penalty: 5366.540527
	Iteration 11Q: 3 clusters Score -5586894 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -5587712.500000 Penalty: 5366.540527
	Iteration 12Q: 3 clusters Score -5587712 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -5588196.000000 Penalty: 5366.540527
	Iteration 13Q: 3 clusters Score -5588196 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -5588467.500000 Penalty: 5366.540527
	Iteration 14Q: 3 clusters Score -5588468 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -5588643.500000 Penalty: 5366.540527
	Iteration 15Q: 3 clusters Score -5588644 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -5588790.500000 Penalty: 5366.540527
	Iteration 16Q: 3 clusters Score -5588790 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -5588891.500000 Penalty: 5366.540527
	Iteration 17Q: 3 clusters Score -5588892 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -5588996.500000 Penalty: 5366.540527
	Iteration 18Q: 3 clusters Score -5588996 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -5589038.500000 Penalty: 5366.540527
	Iteration 19Q: 3 clusters Score -5589038 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -5589084.500000 Penalty: 5366.540527
	Iteration 20F: 3 clusters Score -5589084 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -5589125.500000 Penalty: 5366.540527
	Iteration 21Q: 3 clusters Score -5589126 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -5589141.500000 Penalty: 5366.540527
	Iteration 22Q: 3 clusters Score -5589142 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -5589186.500000 Penalty: 5366.540527
	Iteration 23Q: 3 clusters Score -5589186 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -5589229.000000 Penalty: 5366.540527
	Iteration 24Q: 3 clusters Score -5589229 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -5589253.000000 Penalty: 5366.540527
	Iteration 25Q: 3 clusters Score -5589253 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -5589285.500000 Penalty: 5366.540527
	Iteration 26Q: 3 clusters Score -5589286 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -5589311.000000 Penalty: 5366.540527
	Iteration 27Q: 3 clusters Score -5589311 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -5589342.000000 Penalty: 5366.540527
	Iteration 28Q: 3 clusters Score -5589342 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -5589386.500000 Penalty: 5366.540527
	Iteration 29Q: 3 clusters Score -5589386 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -5589401.500000 Penalty: 5366.540527
	Iteration 30Q: 3 clusters Score -5589402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -5589421.000000 Penalty: 5366.540527
	Iteration 31Q: 3 clusters Score -5589421 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -5589446.000000 Penalty: 5366.540527
	Iteration 32Q: 3 clusters Score -5589446 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -5589456.000000 Penalty: 5366.540527
	Iteration 33Q: 3 clusters Score -5589456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -5589464.000000 Penalty: 5366.540527
	Iteration 34Q: 3 clusters Score -5589464 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -5589461.000000 Penalty: 5366.540527
	Iteration 35Q: 3 clusters Score -5589461 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -5589470.000000 Penalty: 5366.540527
	Iteration 36Q: 3 clusters Score -5589470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -5589469.000000 Penalty: 5366.540527
	Iteration 37Q: 3 clusters Score -5589469 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -5589477.500000 Penalty: 5366.540527
	Iteration 38Q: 3 clusters Score -5589478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -5589469.500000 Penalty: 5366.540527
	Iteration 39Q: 3 clusters Score -5589470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -5589473.000000 Penalty: 5366.540527
	Iteration 40F: 3 clusters Score -5589473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -5589468.000000 Penalty: 5366.540527
	Iteration 41Q: 3 clusters Score -5589468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -5589477.000000 Penalty: 5366.540527
	Iteration 42Q: 3 clusters Score -5589477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -5589484.500000 Penalty: 5366.540527
	Iteration 43Q: 3 clusters Score -5589484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -5589489.000000 Penalty: 5366.540527
	Iteration 44Q: 3 clusters Score -5589489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -5589489.000000 Penalty: 5366.540527
	Iteration 45Q: 3 clusters Score -5589489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -5589500.000000 Penalty: 5366.540527
	Iteration 46Q: 3 clusters Score -5589500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -5589495.500000 Penalty: 5366.540527
	Iteration 47Q: 3 clusters Score -5589496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -5589505.000000 Penalty: 5366.540527
	Iteration 48Q: 3 clusters Score -5589505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -5589505.000000 Penalty: 5366.540527
	Iteration 49Q: 3 clusters Score -5589505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -5589505.000000 Penalty: 5366.540527
	Iteration 50Q: 3 clusters Score -5589505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -5589498.000000 Penalty: 5366.540527
	Iteration 51Q: 3 clusters Score -5589498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -5589497.500000 Penalty: 5366.540527
	Iteration 52Q: 3 clusters Score -5589498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -5589495.000000 Penalty: 5366.540527
	Iteration 53Q: 3 clusters Score -5589495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -5589500.000000 Penalty: 5366.540527
	Iteration 54Q: 3 clusters Score -5589500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -5589500.000000 Penalty: 5366.540527
	Iteration 55Q: 3 clusters Score -5589500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -5589507.000000 Penalty: 5366.540527
	Iteration 56Q: 3 clusters Score -5589507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -5589495.500000 Penalty: 5366.540527
	Iteration 57Q: 3 clusters Score -5589496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -5589503.500000 Penalty: 5366.540527
	Iteration 58Q: 3 clusters Score -5589504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -5589500.500000 Penalty: 5366.540527
	Iteration 59Q: 3 clusters Score -5589500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -5589508.000000 Penalty: 5366.540527
	Iteration 60F: 3 clusters Score -5589508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -5589517.000000 Penalty: 5366.540527
	Iteration 61Q: 3 clusters Score -5589517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -5589526.500000 Penalty: 5366.540527
	Iteration 62Q: 3 clusters Score -5589526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -5589526.500000 Penalty: 5366.540527
	Iteration 63Q: 3 clusters Score -5589526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -5589520.000000 Penalty: 5366.540527
	Iteration 64Q: 3 clusters Score -5589520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 47405 members 
Entering Unmasked Estep 
Score: -5589523.500000 Penalty: 5366.540527
	Iteration 65Q: 3 clusters Score -5589524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -5589539.500000 Penalty: 5366.540527
	Iteration 66Q: 3 clusters Score -5589540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -5589541.500000 Penalty: 5366.540527
	Iteration 67Q: 3 clusters Score -5589542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -5589544.500000 Penalty: 5366.540527
	Iteration 68Q: 3 clusters Score -5589544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -5589549.000000 Penalty: 5366.540527
	Iteration 69Q: 3 clusters Score -5589549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -5589556.000000 Penalty: 5366.540527
	Iteration 70Q: 3 clusters Score -5589556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -5589562.500000 Penalty: 5366.540527
	Iteration 71Q: 3 clusters Score -5589562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -5589561.500000 Penalty: 5366.540527
	Iteration 72Q: 3 clusters Score -5589562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -5589555.000000 Penalty: 5366.540527
	Iteration 73Q: 3 clusters Score -5589555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -5589562.000000 Penalty: 5366.540527
	Iteration 74Q: 3 clusters Score -5589562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -5589563.500000 Penalty: 5366.540527
	Iteration 75Q: 3 clusters Score -5589564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -5589564.000000 Penalty: 5366.540527
	Iteration 76Q: 3 clusters Score -5589564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -5589570.000000 Penalty: 5366.540527
	Iteration 77Q: 3 clusters Score -5589570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -5589562.500000 Penalty: 5366.540527
	Iteration 78Q: 3 clusters Score -5589562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -5589569.500000 Penalty: 5366.540527
	Iteration 79Q: 3 clusters Score -5589570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -5589572.500000 Penalty: 5366.540527
	Iteration 80F: 3 clusters Score -5589572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -5589573.000000 Penalty: 5366.540527
	Iteration 81Q: 3 clusters Score -5589573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -5589579.500000 Penalty: 5366.540527
	Iteration 82Q: 3 clusters Score -5589580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -5589581.500000 Penalty: 5366.540527
	Iteration 83Q: 3 clusters Score -5589582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -5589586.500000 Penalty: 5366.540527
	Iteration 84Q: 3 clusters Score -5589586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -5589594.500000 Penalty: 5366.540527
	Iteration 85Q: 3 clusters Score -5589594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -5589594.500000 Penalty: 5366.540527
	Iteration 86Q: 3 clusters Score -5589594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -5589591.500000 Penalty: 5366.540527
	Iteration 87Q: 3 clusters Score -5589592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -5589585.500000 Penalty: 5366.540527
	Iteration 88Q: 3 clusters Score -5589586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -5589593.500000 Penalty: 5366.540527
	Iteration 89Q: 3 clusters Score -5589594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 47662 members 
Entering Unmasked Estep 
Score: -5589599.000000 Penalty: 5366.540527
	Iteration 90Q: 3 clusters Score -5589599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -5589598.000000 Penalty: 5366.540527
	Iteration 91Q: 3 clusters Score -5589598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -5589601.000000 Penalty: 5366.540527
	Iteration 92Q: 3 clusters Score -5589601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -5589598.500000 Penalty: 5366.540527
	Iteration 93Q: 3 clusters Score -5589598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -5589605.000000 Penalty: 5366.540527
	Iteration 94Q: 3 clusters Score -5589605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -5589608.500000 Penalty: 5366.540527
	Iteration 95Q: 3 clusters Score -5589608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -5589618.000000 Penalty: 5366.540527
	Iteration 96Q: 3 clusters Score -5589618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -5589623.000000 Penalty: 5366.540527
	Iteration 97Q: 3 clusters Score -5589623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -5589616.500000 Penalty: 5366.540527
	Iteration 98Q: 3 clusters Score -5589616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -5589624.500000 Penalty: 5366.540527
	Iteration 99Q: 3 clusters Score -5589624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -5589624.000000 Penalty: 5366.540527
	Iteration 100F: 3 clusters Score -5589624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -5589621.500000 Penalty: 5366.540527
	Iteration 101Q: 3 clusters Score -5589622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -5589617.500000 Penalty: 5366.540527
	Iteration 102Q: 3 clusters Score -5589618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -5589622.000000 Penalty: 5366.540527
	Iteration 103Q: 3 clusters Score -5589622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -5589627.000000 Penalty: 5366.540527
	Iteration 104Q: 3 clusters Score -5589627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -5589631.500000 Penalty: 5366.540527
	Iteration 105Q: 3 clusters Score -5589632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -5589633.000000 Penalty: 5366.540527
	Iteration 106Q: 3 clusters Score -5589633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -5589637.000000 Penalty: 5366.540527
	Iteration 107Q: 3 clusters Score -5589637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -5589639.000000 Penalty: 5366.540527
	Iteration 108Q: 3 clusters Score -5589639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -5589632.500000 Penalty: 5366.540527
	Iteration 109Q: 3 clusters Score -5589632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -5589634.000000 Penalty: 5366.540527
	Iteration 110Q: 3 clusters Score -5589634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -5589637.500000 Penalty: 5366.540527
	Iteration 111Q: 3 clusters Score -5589638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -5589637.500000 Penalty: 5366.540527
	Iteration 112F: 3 clusters Score -5589638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Entering Unmasked Estep 
Score: -748232.937500 Penalty: 2188.775146
	Iteration 0F: 2 clusters Score -748232.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -742585.437500 Penalty: 4377.550293
	Iteration 0F: 3 clusters Score -742585.4 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -743985.062500 Penalty: 4377.550293
	Iteration 1F: 3 clusters Score -743985.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -744202.625000 Penalty: 4377.550293
	Iteration 2F: 3 clusters Score -744202.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -744344.375000 Penalty: 4377.550293
	Iteration 3Q: 3 clusters Score -744344.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -744449.687500 Penalty: 4377.550293
	Iteration 4Q: 3 clusters Score -744449.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -744547.750000 Penalty: 4377.550293
	Iteration 5Q: 3 clusters Score -744547.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -744629.937500 Penalty: 4377.550293
	Iteration 6Q: 3 clusters Score -744629.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -744698.062500 Penalty: 4377.550293
	Iteration 7Q: 3 clusters Score -744698.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -744770.437500 Penalty: 4377.550293
	Iteration 8Q: 3 clusters Score -744770.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -744836.062500 Penalty: 4377.550293
	Iteration 9Q: 3 clusters Score -744836.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -744902.125000 Penalty: 4377.550293
	Iteration 10Q: 3 clusters Score -744902.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -744970.937500 Penalty: 4377.550293
	Iteration 11Q: 3 clusters Score -744970.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -745062.562500 Penalty: 4377.550293
	Iteration 12Q: 3 clusters Score -745062.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -745186.687500 Penalty: 4377.550293
	Iteration 13Q: 3 clusters Score -745186.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -745304.375000 Penalty: 4377.550293
	Iteration 14Q: 3 clusters Score -745304.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -745442.125000 Penalty: 4377.550293
	Iteration 15Q: 3 clusters Score -745442.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -745596.937500 Penalty: 4377.550293
	Iteration 16Q: 3 clusters Score -745596.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -745735.500000 Penalty: 4377.550293
	Iteration 17Q: 3 clusters Score -745735.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -745846.375000 Penalty: 4377.550293
	Iteration 18Q: 3 clusters Score -745846.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -745954.625000 Penalty: 4377.550293
	Iteration 19Q: 3 clusters Score -745954.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -746038.250000 Penalty: 4377.550293
	Iteration 20F: 3 clusters Score -746038.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -746104.312500 Penalty: 4377.550293
	Iteration 21Q: 3 clusters Score -746104.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -746166.750000 Penalty: 4377.550293
	Iteration 22Q: 3 clusters Score -746166.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -746205.875000 Penalty: 4377.550293
	Iteration 23Q: 3 clusters Score -746205.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -746238.062500 Penalty: 4377.550293
	Iteration 24Q: 3 clusters Score -746238.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -746268.250000 Penalty: 4377.550293
	Iteration 25Q: 3 clusters Score -746268.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -746289.062500 Penalty: 4377.550293
	Iteration 26Q: 3 clusters Score -746289.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -746311.812500 Penalty: 4377.550293
	Iteration 27Q: 3 clusters Score -746311.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -746335.187500 Penalty: 4377.550293
	Iteration 28Q: 3 clusters Score -746335.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -746348.750000 Penalty: 4377.550293
	Iteration 29Q: 3 clusters Score -746348.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -746360.437500 Penalty: 4377.550293
	Iteration 30Q: 3 clusters Score -746360.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -746366.062500 Penalty: 4377.550293
	Iteration 31Q: 3 clusters Score -746366.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -746373.812500 Penalty: 4377.550293
	Iteration 32Q: 3 clusters Score -746373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -746378.187500 Penalty: 4377.550293
	Iteration 33Q: 3 clusters Score -746378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -746379.437500 Penalty: 4377.550293
	Iteration 34Q: 3 clusters Score -746379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -746380.500000 Penalty: 4377.550293
	Iteration 35Q: 3 clusters Score -746380.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -746380.875000 Penalty: 4377.550293
	Iteration 36Q: 3 clusters Score -746380.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -746381.500000 Penalty: 4377.550293
	Iteration 37Q: 3 clusters Score -746381.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -746383.250000 Penalty: 4377.550293
	Iteration 38Q: 3 clusters Score -746383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -746383.250000 Penalty: 4377.550293
	Iteration 39Q: 3 clusters Score -746383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -746383.437500 Penalty: 4377.550293
	Iteration 40F: 3 clusters Score -746383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -746384.875000 Penalty: 4377.550293
	Iteration 41Q: 3 clusters Score -746384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -746384.937500 Penalty: 4377.550293
	Iteration 42Q: 3 clusters Score -746384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -746385.687500 Penalty: 4377.550293
	Iteration 43Q: 3 clusters Score -746385.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -746386.625000 Penalty: 4377.550293
	Iteration 44Q: 3 clusters Score -746386.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -746388.562500 Penalty: 4377.550293
	Iteration 45Q: 3 clusters Score -746388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -746389.062500 Penalty: 4377.550293
	Iteration 46Q: 3 clusters Score -746389.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -746394.312500 Penalty: 4377.550293
	Iteration 47Q: 3 clusters Score -746394.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -746397.437500 Penalty: 4377.550293
	Iteration 48Q: 3 clusters Score -746397.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -746400.687500 Penalty: 4377.550293
	Iteration 49Q: 3 clusters Score -746400.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -746402.562500 Penalty: 4377.550293
	Iteration 50Q: 3 clusters Score -746402.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -746403.937500 Penalty: 4377.550293
	Iteration 51Q: 3 clusters Score -746403.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -746404.000000 Penalty: 4377.550293
	Iteration 52Q: 3 clusters Score -746404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -746405.000000 Penalty: 4377.550293
	Iteration 53Q: 3 clusters Score -746405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -746409.125000 Penalty: 4377.550293
	Iteration 54Q: 3 clusters Score -746409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -746409.250000 Penalty: 4377.550293
	Iteration 55Q: 3 clusters Score -746409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -746412.062500 Penalty: 4377.550293
	Iteration 56Q: 3 clusters Score -746412.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -746417.187500 Penalty: 4377.550293
	Iteration 57Q: 3 clusters Score -746417.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -746419.812500 Penalty: 4377.550293
	Iteration 58Q: 3 clusters Score -746419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -746420.625000 Penalty: 4377.550293
	Iteration 59Q: 3 clusters Score -746420.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -746420.625000 Penalty: 4377.550293
	Iteration 60F: 3 clusters Score -746420.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (81759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81759 members 
Entering Unmasked Estep 
Score: -9255424.000000 Penalty: 2805.259766
	Iteration 0F: 2 clusters Score -9255424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -9200839.000000 Penalty: 5610.519531
	Iteration 0F: 3 clusters Score -9200839 nChanged 38314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -9222422.000000 Penalty: 5610.519531
	Iteration 1F: 3 clusters Score -9222422 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -9223202.000000 Penalty: 5610.519531
	Iteration 2Q: 3 clusters Score -9223202 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -9224196.000000 Penalty: 5610.519531
	Iteration 3Q: 3 clusters Score -9224196 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -9225632.000000 Penalty: 5610.519531
	Iteration 4Q: 3 clusters Score -9225632 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -9227733.000000 Penalty: 5610.519531
	Iteration 5Q: 3 clusters Score -9227733 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -9230366.000000 Penalty: 5610.519531
	Iteration 6F: 3 clusters Score -9230366 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -9233966.000000 Penalty: 5610.519531
	Iteration 7F: 3 clusters Score -9233966 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -9238096.000000 Penalty: 5610.519531
	Iteration 8F: 3 clusters Score -9238096 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -9241813.000000 Penalty: 5610.519531
	Iteration 9F: 3 clusters Score -9241813 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 53181 members 
Entering Unmasked Estep 
Score: -9244149.000000 Penalty: 5610.519531
	Iteration 10F: 3 clusters Score -9244149 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -9245392.000000 Penalty: 5610.519531
	Iteration 11Q: 3 clusters Score -9245392 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -9245893.000000 Penalty: 5610.519531
	Iteration 12Q: 3 clusters Score -9245893 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 56552 members 
Entering Unmasked Estep 
Score: -9246238.000000 Penalty: 5610.519531
	Iteration 13Q: 3 clusters Score -9246238 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -9246542.000000 Penalty: 5610.519531
	Iteration 14Q: 3 clusters Score -9246542 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 58735 members 
Entering Unmasked Estep 
Score: -9246900.000000 Penalty: 5610.519531
	Iteration 15Q: 3 clusters Score -9246900 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -9247217.000000 Penalty: 5610.519531
	Iteration 16Q: 3 clusters Score -9247217 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 61043 members 
Entering Unmasked Estep 
Score: -9247508.000000 Penalty: 5610.519531
	Iteration 17Q: 3 clusters Score -9247508 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -9247921.000000 Penalty: 5610.519531
	Iteration 18Q: 3 clusters Score -9247921 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 63354 members 
Entering Unmasked Estep 
Score: -9248349.000000 Penalty: 5610.519531
	Iteration 19Q: 3 clusters Score -9248349 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 64553 members 
Entering Unmasked Estep 
Score: -9248788.000000 Penalty: 5610.519531
	Iteration 20F: 3 clusters Score -9248788 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -9249240.000000 Penalty: 5610.519531
	Iteration 21Q: 3 clusters Score -9249240 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -9249651.000000 Penalty: 5610.519531
	Iteration 22Q: 3 clusters Score -9249651 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 67958 members 
Entering Unmasked Estep 
Score: -9250108.000000 Penalty: 5610.519531
	Iteration 23Q: 3 clusters Score -9250108 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -9250555.000000 Penalty: 5610.519531
	Iteration 24Q: 3 clusters Score -9250555 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 70100 members 
Entering Unmasked Estep 
Score: -9250994.000000 Penalty: 5610.519531
	Iteration 25Q: 3 clusters Score -9250994 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -9251408.000000 Penalty: 5610.519531
	Iteration 26Q: 3 clusters Score -9251408 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 71990 members 
Entering Unmasked Estep 
Score: -9251764.000000 Penalty: 5610.519531
	Iteration 27Q: 3 clusters Score -9251764 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 72844 members 
Entering Unmasked Estep 
Score: -9252176.000000 Penalty: 5610.519531
	Iteration 28Q: 3 clusters Score -9252176 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 73569 members 
Entering Unmasked Estep 
Score: -9252518.000000 Penalty: 5610.519531
	Iteration 29Q: 3 clusters Score -9252518 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 74206 members 
Entering Unmasked Estep 
Score: -9252781.000000 Penalty: 5610.519531
	Iteration 30Q: 3 clusters Score -9252781 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -9253049.000000 Penalty: 5610.519531
	Iteration 31Q: 3 clusters Score -9253049 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 75299 members 
Entering Unmasked Estep 
Score: -9253224.000000 Penalty: 5610.519531
	Iteration 32Q: 3 clusters Score -9253224 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
Score: -9253410.000000 Penalty: 5610.519531
	Iteration 33Q: 3 clusters Score -9253410 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -9253516.000000 Penalty: 5610.519531
	Iteration 34Q: 3 clusters Score -9253516 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 76502 members 
Entering Unmasked Estep 
Score: -9253653.000000 Penalty: 5610.519531
	Iteration 35Q: 3 clusters Score -9253653 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 76798 members 
Entering Unmasked Estep 
Score: -9253720.000000 Penalty: 5610.519531
	Iteration 36Q: 3 clusters Score -9253720 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 77044 members 
Entering Unmasked Estep 
Score: -9253779.000000 Penalty: 5610.519531
	Iteration 37Q: 3 clusters Score -9253779 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 77281 members 
Entering Unmasked Estep 
Score: -9253813.000000 Penalty: 5610.519531
	Iteration 38Q: 3 clusters Score -9253813 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 77485 members 
Entering Unmasked Estep 
Score: -9253882.000000 Penalty: 5610.519531
	Iteration 39Q: 3 clusters Score -9253882 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -9253922.000000 Penalty: 5610.519531
	Iteration 40F: 3 clusters Score -9253922 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 77812 members 
Entering Unmasked Estep 
Score: -9253959.000000 Penalty: 5610.519531
	Iteration 41Q: 3 clusters Score -9253959 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -9254007.000000 Penalty: 5610.519531
	Iteration 42Q: 3 clusters Score -9254007 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -9254056.000000 Penalty: 5610.519531
	Iteration 43Q: 3 clusters Score -9254056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 78198 members 
Entering Unmasked Estep 
Score: -9254083.000000 Penalty: 5610.519531
	Iteration 44Q: 3 clusters Score -9254083 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 78311 members 
Entering Unmasked Estep 
Score: -9254089.000000 Penalty: 5610.519531
	Iteration 45Q: 3 clusters Score -9254089 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 78408 members 
Entering Unmasked Estep 
Score: -9254121.000000 Penalty: 5610.519531
	Iteration 46Q: 3 clusters Score -9254121 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 78494 members 
Entering Unmasked Estep 
Score: -9254144.000000 Penalty: 5610.519531
	Iteration 47Q: 3 clusters Score -9254144 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 78558 members 
Entering Unmasked Estep 
Score: -9254156.000000 Penalty: 5610.519531
	Iteration 48Q: 3 clusters Score -9254156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 78630 members 
Entering Unmasked Estep 
Score: -9254170.000000 Penalty: 5610.519531
	Iteration 49Q: 3 clusters Score -9254170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 78695 members 
Entering Unmasked Estep 
Score: -9254202.000000 Penalty: 5610.519531
	Iteration 50Q: 3 clusters Score -9254202 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 78758 members 
Entering Unmasked Estep 
Score: -9254193.000000 Penalty: 5610.519531
	Iteration 51Q: 3 clusters Score -9254193 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 78822 members 
Entering Unmasked Estep 
Score: -9254210.000000 Penalty: 5610.519531
	Iteration 52Q: 3 clusters Score -9254210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 78876 members 
Entering Unmasked Estep 
Score: -9254228.000000 Penalty: 5610.519531
	Iteration 53Q: 3 clusters Score -9254228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 78927 members 
Entering Unmasked Estep 
Score: -9254243.000000 Penalty: 5610.519531
	Iteration 54Q: 3 clusters Score -9254243 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 78976 members 
Entering Unmasked Estep 
Score: -9254254.000000 Penalty: 5610.519531
	Iteration 55Q: 3 clusters Score -9254254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -9254269.000000 Penalty: 5610.519531
	Iteration 56Q: 3 clusters Score -9254269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 79029 members 
Entering Unmasked Estep 
Score: -9254255.000000 Penalty: 5610.519531
	Iteration 57Q: 3 clusters Score -9254255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 79055 members 
Entering Unmasked Estep 
Score: -9254279.000000 Penalty: 5610.519531
	Iteration 58Q: 3 clusters Score -9254279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 79080 members 
Entering Unmasked Estep 
Score: -9254272.000000 Penalty: 5610.519531
	Iteration 59Q: 3 clusters Score -9254272 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 79113 members 
Entering Unmasked Estep 
Score: -9254272.000000 Penalty: 5610.519531
	Iteration 60F: 3 clusters Score -9254272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -9254277.000000 Penalty: 5610.519531
	Iteration 61Q: 3 clusters Score -9254277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -9254271.000000 Penalty: 5610.519531
	Iteration 62Q: 3 clusters Score -9254271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 79223 members 
Entering Unmasked Estep 
Score: -9254279.000000 Penalty: 5610.519531
	Iteration 63Q: 3 clusters Score -9254279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 79249 members 
Entering Unmasked Estep 
Score: -9254299.000000 Penalty: 5610.519531
	Iteration 64Q: 3 clusters Score -9254299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 79272 members 
Entering Unmasked Estep 
Score: -9254284.000000 Penalty: 5610.519531
	Iteration 65Q: 3 clusters Score -9254284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -9254294.000000 Penalty: 5610.519531
	Iteration 66Q: 3 clusters Score -9254294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 79291 members 
Entering Unmasked Estep 
Score: -9254289.000000 Penalty: 5610.519531
	Iteration 67Q: 3 clusters Score -9254289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 79305 members 
Entering Unmasked Estep 
Score: -9254292.000000 Penalty: 5610.519531
	Iteration 68Q: 3 clusters Score -9254292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 79313 members 
Entering Unmasked Estep 
Score: -9254291.000000 Penalty: 5610.519531
	Iteration 69Q: 3 clusters Score -9254291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 79324 members 
Entering Unmasked Estep 
Score: -9254282.000000 Penalty: 5610.519531
	Iteration 70Q: 3 clusters Score -9254282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 79330 members 
Entering Unmasked Estep 
Score: -9254290.000000 Penalty: 5610.519531
	Iteration 71Q: 3 clusters Score -9254290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 79337 members 
Entering Unmasked Estep 
Score: -9254289.000000 Penalty: 5610.519531
	Iteration 72Q: 3 clusters Score -9254289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -9254286.000000 Penalty: 5610.519531
	Iteration 73Q: 3 clusters Score -9254286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -9254284.000000 Penalty: 5610.519531
	Iteration 74Q: 3 clusters Score -9254284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 79371 members 
Entering Unmasked Estep 
Score: -9254290.000000 Penalty: 5610.519531
	Iteration 75Q: 3 clusters Score -9254290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -9254294.000000 Penalty: 5610.519531
	Iteration 76Q: 3 clusters Score -9254294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -9254313.000000 Penalty: 5610.519531
	Iteration 77Q: 3 clusters Score -9254313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
Score: -9254318.000000 Penalty: 5610.519531
	Iteration 78Q: 3 clusters Score -9254318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -9254304.000000 Penalty: 5610.519531
	Iteration 79Q: 3 clusters Score -9254304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -9254310.000000 Penalty: 5610.519531
	Iteration 80F: 3 clusters Score -9254310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -9254311.000000 Penalty: 5610.519531
	Iteration 81Q: 3 clusters Score -9254311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 79456 members 
Entering Unmasked Estep 
Score: -9254307.000000 Penalty: 5610.519531
	Iteration 82Q: 3 clusters Score -9254307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 79457 members 
Entering Unmasked Estep 
Score: -9254308.000000 Penalty: 5610.519531
	Iteration 83Q: 3 clusters Score -9254308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -9254311.000000 Penalty: 5610.519531
	Iteration 84Q: 3 clusters Score -9254311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 79459 members 
Entering Unmasked Estep 
Score: -9254310.000000 Penalty: 5610.519531
	Iteration 85Q: 3 clusters Score -9254310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 79459 members 
Entering Unmasked Estep 
Score: -9254310.000000 Penalty: 5610.519531
	Iteration 86F: 3 clusters Score -9254310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -101621.203125 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -101621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -99635.679688 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -99635.68 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -100300.148438 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -100300.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -100543.250000 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -100543.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -100730.007812 Penalty: 3455.615723
	Iteration 3F: 3 clusters Score -100730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -100886.882812 Penalty: 3455.615723
	Iteration 4F: 3 clusters Score -100886.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -100995.171875 Penalty: 3455.615723
	Iteration 5Q: 3 clusters Score -100995.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -101092.617188 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -101092.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -101160.710938 Penalty: 3455.615723
	Iteration 7Q: 3 clusters Score -101160.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -101225.679688 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -101225.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -101276.054688 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -101276.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -101318.976562 Penalty: 3455.615723
	Iteration 10Q: 3 clusters Score -101319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -101352.617188 Penalty: 3455.615723
	Iteration 11Q: 3 clusters Score -101352.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -101374.195312 Penalty: 3455.615723
	Iteration 12Q: 3 clusters Score -101374.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -101401.218750 Penalty: 3455.615723
	Iteration 13Q: 3 clusters Score -101401.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -101471.921875 Penalty: 3455.615723
	Iteration 14Q: 3 clusters Score -101471.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -101626.656250 Penalty: 3455.615723
	Iteration 15Q: 3 clusters Score -101626.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -101773.820312 Penalty: 3455.615723
	Iteration 16Q: 3 clusters Score -101773.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -101964.398438 Penalty: 3455.615723
	Iteration 17Q: 3 clusters Score -101964.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -102125.851562 Penalty: 3455.615723
	Iteration 18Q: 3 clusters Score -102125.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -102198.390625 Penalty: 3455.615723
	Iteration 19Q: 3 clusters Score -102198.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -102202.828125 Penalty: 3455.615723
	Iteration 20F: 3 clusters Score -102202.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1585 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1560 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 26164 members 
Mstep: Class 5 contains 168758 members 
Mstep: Class 6 contains 893 members 
Mstep: Class 7 contains 39436 members 
Mstep: Class 8 contains 31935 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 111160 members 
Mstep: Class 11 contains 2670 members 
Mstep: Class 12 contains 11188 members 
Mstep: Class 13 contains 320767 members 
Mstep: Class 14 contains 286 members 
Mstep: Class 15 contains 26976 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 49993 members 
Mstep: Class 18 contains 6807 members 
Mstep: Class 19 contains 81759 members 
Mstep: Class 20 contains 734 members 
Mstep: Class 21 contains 4494 members 
Mstep: Class 22 contains 327 members 
Entering Unmasked Estep 
Score: -98009200.000000 Penalty: 74808.710938
Splitting cluster 20 changes total score from -98010288.000000 to -98009200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (4494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Entering Unmasked Estep 
Score: -477935.406250 Penalty: 2085.803711
	Iteration 0F: 2 clusters Score -477935.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -473666.468750 Penalty: 4171.607422
	Iteration 0F: 3 clusters Score -473666.5 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -474732.375000 Penalty: 4171.607422
	Iteration 1F: 3 clusters Score -474732.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -475097.500000 Penalty: 4171.607422
	Iteration 2F: 3 clusters Score -475097.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -475368.968750 Penalty: 4171.607422
	Iteration 3F: 3 clusters Score -475369 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -475575.281250 Penalty: 4171.607422
	Iteration 4F: 3 clusters Score -475575.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -475771.062500 Penalty: 4171.607422
	Iteration 5F: 3 clusters Score -475771.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -475969.593750 Penalty: 4171.607422
	Iteration 6F: 3 clusters Score -475969.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -476129.125000 Penalty: 4171.607422
	Iteration 7Q: 3 clusters Score -476129.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -476258.937500 Penalty: 4171.607422
	Iteration 8Q: 3 clusters Score -476258.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -476382.875000 Penalty: 4171.607422
	Iteration 9Q: 3 clusters Score -476382.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -476478.843750 Penalty: 4171.607422
	Iteration 10Q: 3 clusters Score -476478.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -476527.343750 Penalty: 4171.607422
	Iteration 11Q: 3 clusters Score -476527.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -476569.156250 Penalty: 4171.607422
	Iteration 12Q: 3 clusters Score -476569.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -476600.281250 Penalty: 4171.607422
	Iteration 13Q: 3 clusters Score -476600.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -476629.093750 Penalty: 4171.607422
	Iteration 14Q: 3 clusters Score -476629.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -476649.000000 Penalty: 4171.607422
	Iteration 15Q: 3 clusters Score -476649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -476663.656250 Penalty: 4171.607422
	Iteration 16Q: 3 clusters Score -476663.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -476671.125000 Penalty: 4171.607422
	Iteration 17Q: 3 clusters Score -476671.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -476677.625000 Penalty: 4171.607422
	Iteration 18Q: 3 clusters Score -476677.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -476682.531250 Penalty: 4171.607422
	Iteration 19Q: 3 clusters Score -476682.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -476688.375000 Penalty: 4171.607422
	Iteration 20F: 3 clusters Score -476688.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -476690.750000 Penalty: 4171.607422
	Iteration 21Q: 3 clusters Score -476690.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -476692.687500 Penalty: 4171.607422
	Iteration 22Q: 3 clusters Score -476692.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -476696.187500 Penalty: 4171.607422
	Iteration 23Q: 3 clusters Score -476696.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -476699.375000 Penalty: 4171.607422
	Iteration 24Q: 3 clusters Score -476699.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -476703.125000 Penalty: 4171.607422
	Iteration 25Q: 3 clusters Score -476703.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -476704.156250 Penalty: 4171.607422
	Iteration 26Q: 3 clusters Score -476704.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -476704.156250 Penalty: 4171.607422
	Iteration 27F: 3 clusters Score -476704.2 nChanged 0
--- Evaluating fit on full set of 2703037 points ---
Entering Unmasked Estep 
Score: -293888160.000000 Penalty: 77129.890625
20->22 Clusters: Score -293888160.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 901012 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 44879 members 
Mstep: Class 3 contains 44941 members 
Mstep: Class 4 contains 44957 members 
Mstep: Class 5 contains 44638 members 
Mstep: Class 6 contains 45448 members 
Mstep: Class 7 contains 45036 members 
Mstep: Class 8 contains 45239 members 
Mstep: Class 9 contains 45258 members 
Mstep: Class 10 contains 44816 members 
Mstep: Class 11 contains 45134 members 
Mstep: Class 12 contains 45235 members 
Mstep: Class 13 contains 45052 members 
Mstep: Class 14 contains 45068 members 
Mstep: Class 15 contains 45095 members 
Mstep: Class 16 contains 45012 members 
Mstep: Class 17 contains 45014 members 
Mstep: Class 18 contains 44887 members 
Mstep: Class 19 contains 44871 members 
Mstep: Class 20 contains 45054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 436.654907 but Gain 3400.398438
Score: -92517392.000000 Penalty: 64607.523438
Iteration 0F: 20 clusters Score -9.251739e+07 nChanged 851577
Entering Unmasked Mstep 
Mstep: Class 0 contains 4420 members 
Mstep: Class 1 contains 155656 members 
Mstep: Class 2 contains 18744 members 
Mstep: Class 3 contains 42965 members 
Mstep: Class 4 contains 179423 members 
Mstep: Class 5 contains 68701 members 
Mstep: Class 6 contains 66009 members 
Mstep: Class 7 contains 41112 members 
Mstep: Class 8 contains 8880 members 
Mstep: Class 9 contains 10915 members 
Mstep: Class 10 contains 4267 members 
Mstep: Class 11 contains 56155 members 
Mstep: Class 12 contains 30195 members 
Mstep: Class 13 contains 70212 members 
Mstep: Class 14 contains 8251 members 
Mstep: Class 16 contains 25431 members 
Mstep: Class 17 contains 9468 members 
Mstep: Class 18 contains 33601 members 
Mstep: Class 19 contains 23234 members 
Mstep: Class 20 contains 43373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96519960.000000 Penalty: 64607.523438
Iteration 1F: 20 clusters Score -9.651996e+07 nChanged 316567
Entering Unmasked Mstep 
Mstep: Class 0 contains 3277 members 
Mstep: Class 1 contains 191542 members 
Mstep: Class 2 contains 12038 members 
Mstep: Class 3 contains 29038 members 
Mstep: Class 4 contains 234037 members 
Mstep: Class 5 contains 81793 members 
Mstep: Class 6 contains 54633 members 
Mstep: Class 7 contains 26938 members 
Mstep: Class 8 contains 6626 members 
Mstep: Class 9 contains 10143 members 
Mstep: Class 10 contains 3724 members 
Mstep: Class 11 contains 72962 members 
Mstep: Class 12 contains 20255 members 
Mstep: Class 13 contains 67801 members 
Mstep: Class 14 contains 8298 members 
Mstep: Class 16 contains 12556 members 
Mstep: Class 17 contains 6821 members 
Mstep: Class 18 contains 24660 members 
Mstep: Class 19 contains 9402 members 
Mstep: Class 20 contains 24468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97138280.000000 Penalty: 64607.523438
Iteration 2F: 20 clusters Score -9.713828e+07 nChanged 222326
Entering Unmasked Mstep 
Mstep: Class 0 contains 2444 members 
Mstep: Class 1 contains 211078 members 
Mstep: Class 2 contains 7290 members 
Mstep: Class 3 contains 28983 members 
Mstep: Class 4 contains 249615 members 
Mstep: Class 5 contains 81903 members 
Mstep: Class 6 contains 46392 members 
Mstep: Class 7 contains 24923 members 
Mstep: Class 8 contains 7664 members 
Mstep: Class 9 contains 11476 members 
Mstep: Class 10 contains 2673 members 
Mstep: Class 11 contains 88140 members 
Mstep: Class 12 contains 10771 members 
Mstep: Class 13 contains 67785 members 
Mstep: Class 14 contains 7224 members 
Mstep: Class 16 contains 7859 members 
Mstep: Class 17 contains 7694 members 
Mstep: Class 18 contains 14387 members 
Mstep: Class 19 contains 7672 members 
Mstep: Class 20 contains 15039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97484416.000000 Penalty: 64607.523438
Iteration 3F: 20 clusters Score -9.748442e+07 nChanged 166272
Entering Unmasked Mstep 
Mstep: Class 0 contains 1829 members 
Mstep: Class 1 contains 244049 members 
Mstep: Class 2 contains 4807 members 
Mstep: Class 3 contains 31903 members 
Mstep: Class 4 contains 235621 members 
Mstep: Class 5 contains 76160 members 
Mstep: Class 6 contains 38099 members 
Mstep: Class 7 contains 24266 members 
Mstep: Class 8 contains 8352 members 
Mstep: Class 9 contains 12707 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 102031 members 
Mstep: Class 12 contains 5343 members 
Mstep: Class 13 contains 69714 members 
Mstep: Class 14 contains 6518 members 
Mstep: Class 16 contains 5309 members 
Mstep: Class 17 contains 6673 members 
Mstep: Class 18 contains 8428 members 
Mstep: Class 19 contains 7796 members 
Mstep: Class 20 contains 9121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3031.765137 but Gain 3400.394531
Score: -97654640.000000 Penalty: 61207.128906
Iteration 4F: 19 clusters Score -9.765464e+07 nChanged 134096
Entering Unmasked Mstep 
Mstep: Class 0 contains 1768 members 
Mstep: Class 1 contains 292412 members 
Mstep: Class 2 contains 3586 members 
Mstep: Class 3 contains 34404 members 
Mstep: Class 4 contains 206581 members 
Mstep: Class 5 contains 67492 members 
Mstep: Class 6 contains 30415 members 
Mstep: Class 7 contains 24008 members 
Mstep: Class 8 contains 8103 members 
Mstep: Class 9 contains 13772 members 
Mstep: Class 10 contains 2161 members 
Mstep: Class 11 contains 113661 members 
Mstep: Class 13 contains 68671 members 
Mstep: Class 14 contains 6181 members 
Mstep: Class 16 contains 3694 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 4865 members 
Mstep: Class 19 contains 8209 members 
Mstep: Class 20 contains 5945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2926.062012 but Gain 3400.398438
Score: -97781968.000000 Penalty: 57806.730469
Iteration 5F: 18 clusters Score -9.778197e+07 nChanged 103609
Entering Unmasked Mstep 
Mstep: Class 0 contains 1667 members 
Mstep: Class 1 contains 340719 members 
Mstep: Class 2 contains 3293 members 
Mstep: Class 3 contains 36011 members 
Mstep: Class 4 contains 176541 members 
Mstep: Class 5 contains 58287 members 
Mstep: Class 6 contains 24594 members 
Mstep: Class 7 contains 23559 members 
Mstep: Class 8 contains 7362 members 
Mstep: Class 9 contains 14575 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 121510 members 
Mstep: Class 13 contains 65538 members 
Mstep: Class 14 contains 5781 members 
Mstep: Class 16 contains 2808 members 
Mstep: Class 17 contains 4117 members 
Mstep: Class 19 contains 8348 members 
Mstep: Class 20 contains 4071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97820960.000000 Penalty: 57806.730469
Iteration 6F: 18 clusters Score -9.782096e+07 nChanged 76063
Entering Unmasked Mstep 
Mstep: Class 0 contains 1582 members 
Mstep: Class 1 contains 358675 members 
Mstep: Class 2 contains 3449 members 
Mstep: Class 3 contains 37765 members 
Mstep: Class 4 contains 162180 members 
Mstep: Class 5 contains 51785 members 
Mstep: Class 6 contains 21974 members 
Mstep: Class 7 contains 23555 members 
Mstep: Class 8 contains 6535 members 
Mstep: Class 9 contains 15142 members 
Mstep: Class 10 contains 2308 members 
Mstep: Class 11 contains 128905 members 
Mstep: Class 13 contains 64224 members 
Mstep: Class 14 contains 5399 members 
Mstep: Class 16 contains 2365 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 19 contains 8315 members 
Mstep: Class 20 contains 3210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97820760.000000 Penalty: 57806.730469
Iteration 7F: 18 clusters Score -9.782076e+07 nChanged 49335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1574 members 
Mstep: Class 1 contains 358275 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 39829 members 
Mstep: Class 4 contains 155208 members 
Mstep: Class 5 contains 49105 members 
Mstep: Class 6 contains 21774 members 
Mstep: Class 7 contains 23861 members 
Mstep: Class 8 contains 5870 members 
Mstep: Class 9 contains 15454 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 137514 members 
Mstep: Class 13 contains 64706 members 
Mstep: Class 14 contains 5145 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 19 contains 8269 members 
Mstep: Class 20 contains 2881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97842080.000000 Penalty: 57806.730469
Iteration 8F: 18 clusters Score -9.784208e+07 nChanged 36006
Entering Unmasked Mstep 
Mstep: Class 0 contains 1570 members 
Mstep: Class 1 contains 355597 members 
Mstep: Class 2 contains 3895 members 
Mstep: Class 3 contains 41667 members 
Mstep: Class 4 contains 149592 members 
Mstep: Class 5 contains 47524 members 
Mstep: Class 6 contains 22489 members 
Mstep: Class 7 contains 24276 members 
Mstep: Class 8 contains 5291 members 
Mstep: Class 9 contains 15696 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 145482 members 
Mstep: Class 13 contains 64410 members 
Mstep: Class 14 contains 4940 members 
Mstep: Class 16 contains 2101 members 
Mstep: Class 17 contains 3253 members 
Mstep: Class 19 contains 8209 members 
Mstep: Class 20 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97863896.000000 Penalty: 57806.730469
Iteration 9Q: 18 clusters Score -9.78639e+07 nChanged 30375
Entering Unmasked Mstep 
Mstep: Class 0 contains 1569 members 
Mstep: Class 1 contains 352520 members 
Mstep: Class 2 contains 4165 members 
Mstep: Class 3 contains 43448 members 
Mstep: Class 4 contains 144455 members 
Mstep: Class 5 contains 46356 members 
Mstep: Class 6 contains 23545 members 
Mstep: Class 7 contains 24682 members 
Mstep: Class 8 contains 4747 members 
Mstep: Class 9 contains 15856 members 
Mstep: Class 10 contains 2316 members 
Mstep: Class 11 contains 153043 members 
Mstep: Class 13 contains 63588 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 16 contains 2053 members 
Mstep: Class 17 contains 3141 members 
Mstep: Class 19 contains 8152 members 
Mstep: Class 20 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97882552.000000 Penalty: 57806.730469
Iteration 10Q: 18 clusters Score -9.788255e+07 nChanged 27389
Entering Unmasked Mstep 
Mstep: Class 0 contains 1569 members 
Mstep: Class 1 contains 349311 members 
Mstep: Class 2 contains 4458 members 
Mstep: Class 3 contains 45136 members 
Mstep: Class 4 contains 139352 members 
Mstep: Class 5 contains 45508 members 
Mstep: Class 6 contains 24807 members 
Mstep: Class 7 contains 25018 members 
Mstep: Class 8 contains 4249 members 
Mstep: Class 9 contains 16061 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 160485 members 
Mstep: Class 13 contains 62329 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 16 contains 2022 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 19 contains 8097 members 
Mstep: Class 20 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97896840.000000 Penalty: 57806.730469
Iteration 11Q: 18 clusters Score -9.789684e+07 nChanged 23750
Entering Unmasked Mstep 
Mstep: Class 0 contains 1569 members 
Mstep: Class 1 contains 346507 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 46629 members 
Mstep: Class 4 contains 134587 members 
Mstep: Class 5 contains 45205 members 
Mstep: Class 6 contains 26014 members 
Mstep: Class 7 contains 25252 members 
Mstep: Class 8 contains 3798 members 
Mstep: Class 9 contains 16272 members 
Mstep: Class 10 contains 2313 members 
Mstep: Class 11 contains 167126 members 
Mstep: Class 13 contains 60813 members 
Mstep: Class 14 contains 4507 members 
Mstep: Class 16 contains 2008 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 19 contains 8099 members 
Mstep: Class 20 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97906872.000000 Penalty: 57806.730469
Iteration 12Q: 18 clusters Score -9.790687e+07 nChanged 20285
Entering Unmasked Mstep 
Mstep: Class 0 contains 1569 members 
Mstep: Class 1 contains 344221 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 47901 members 
Mstep: Class 4 contains 130561 members 
Mstep: Class 5 contains 45277 members 
Mstep: Class 6 contains 27186 members 
Mstep: Class 7 contains 25422 members 
Mstep: Class 8 contains 3400 members 
Mstep: Class 9 contains 16474 members 
Mstep: Class 10 contains 2310 members 
Mstep: Class 11 contains 172395 members 
Mstep: Class 13 contains 59253 members 
Mstep: Class 14 contains 4454 members 
Mstep: Class 16 contains 1984 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 19 contains 8122 members 
Mstep: Class 20 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97914000.000000 Penalty: 57806.730469
Iteration 13Q: 18 clusters Score -9.7914e+07 nChanged 17216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1569 members 
Mstep: Class 1 contains 342233 members 
Mstep: Class 2 contains 5198 members 
Mstep: Class 3 contains 48996 members 
Mstep: Class 4 contains 127385 members 
Mstep: Class 5 contains 45727 members 
Mstep: Class 6 contains 28275 members 
Mstep: Class 7 contains 25570 members 
Mstep: Class 8 contains 3085 members 
Mstep: Class 9 contains 16680 members 
Mstep: Class 10 contains 2311 members 
Mstep: Class 11 contains 176285 members 
Mstep: Class 13 contains 57726 members 
Mstep: Class 14 contains 4430 members 
Mstep: Class 16 contains 1955 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 19 contains 8156 members 
Mstep: Class 20 contains 2584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97918920.000000 Penalty: 57806.730469
Iteration 14Q: 18 clusters Score -9.791892e+07 nChanged 14617
Entering Unmasked Mstep 
Mstep: Class 0 contains 1569 members 
Mstep: Class 1 contains 340483 members 
Mstep: Class 2 contains 5393 members 
Mstep: Class 3 contains 50016 members 
Mstep: Class 4 contains 124926 members 
Mstep: Class 5 contains 46464 members 
Mstep: Class 6 contains 29274 members 
Mstep: Class 7 contains 25720 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 16865 members 
Mstep: Class 10 contains 2310 members 
Mstep: Class 11 contains 178899 members 
Mstep: Class 13 contains 56364 members 
Mstep: Class 14 contains 4421 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 19 contains 8197 members 
Mstep: Class 20 contains 2573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97922480.000000 Penalty: 57806.730469
Iteration 15Q: 18 clusters Score -9.792248e+07 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 1569 members 
Mstep: Class 1 contains 339304 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 50925 members 
Mstep: Class 4 contains 123006 members 
Mstep: Class 5 contains 47253 members 
Mstep: Class 6 contains 30134 members 
Mstep: Class 7 contains 25830 members 
Mstep: Class 8 contains 2611 members 
Mstep: Class 9 contains 17056 members 
Mstep: Class 10 contains 2310 members 
Mstep: Class 11 contains 180478 members 
Mstep: Class 13 contains 55119 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 16 contains 1926 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 19 contains 8245 members 
Mstep: Class 20 contains 2559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97925584.000000 Penalty: 57806.730469
Iteration 16Q: 18 clusters Score -9.792558e+07 nChanged 10332
Entering Unmasked Mstep 
Mstep: Class 0 contains 1569 members 
Mstep: Class 1 contains 338326 members 
Mstep: Class 2 contains 5730 members 
Mstep: Class 3 contains 51713 members 
Mstep: Class 4 contains 121540 members 
Mstep: Class 5 contains 48008 members 
Mstep: Class 6 contains 30944 members 
Mstep: Class 7 contains 25936 members 
Mstep: Class 8 contains 2437 members 
Mstep: Class 9 contains 17214 members 
Mstep: Class 10 contains 2310 members 
Mstep: Class 11 contains 181437 members 
Mstep: Class 13 contains 54051 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 2637 members 
Mstep: Class 19 contains 8287 members 
Mstep: Class 20 contains 2539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97927568.000000 Penalty: 57806.730469
Iteration 17Q: 18 clusters Score -9.792757e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 1569 members 
Mstep: Class 1 contains 337625 members 
Mstep: Class 2 contains 5882 members 
Mstep: Class 3 contains 52364 members 
Mstep: Class 4 contains 120361 members 
Mstep: Class 5 contains 48785 members 
Mstep: Class 6 contains 31706 members 
Mstep: Class 7 contains 26017 members 
Mstep: Class 8 contains 2281 members 
Mstep: Class 9 contains 17341 members 
Mstep: Class 10 contains 2310 members 
Mstep: Class 11 contains 181898 members 
Mstep: Class 13 contains 53110 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 16 contains 1900 members 
Mstep: Class 17 contains 2585 members 
Mstep: Class 19 contains 8327 members 
Mstep: Class 20 contains 2532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97929896.000000 Penalty: 57806.730469
Iteration 18Q: 18 clusters Score -9.79299e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 1569 members 
Mstep: Class 1 contains 337032 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 52912 members 
Mstep: Class 4 contains 119480 members 
Mstep: Class 5 contains 49473 members 
Mstep: Class 6 contains 32421 members 
Mstep: Class 7 contains 26093 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 17472 members 
Mstep: Class 10 contains 2309 members 
Mstep: Class 11 contains 182036 members 
Mstep: Class 13 contains 52309 members 
Mstep: Class 14 contains 4417 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 2552 members 
Mstep: Class 19 contains 8362 members 
Mstep: Class 20 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97931656.000000 Penalty: 57806.730469
Iteration 19Q: 18 clusters Score -9.793166e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 1569 members 
Mstep: Class 1 contains 336566 members 
Mstep: Class 2 contains 6112 members 
Mstep: Class 3 contains 53461 members 
Mstep: Class 4 contains 118790 members 
Mstep: Class 5 contains 50096 members 
Mstep: Class 6 contains 33093 members 
Mstep: Class 7 contains 26164 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 9 contains 17583 members 
Mstep: Class 10 contains 2309 members 
Mstep: Class 11 contains 181910 members 
Mstep: Class 13 contains 51581 members 
Mstep: Class 14 contains 4414 members 
Mstep: Class 16 contains 1874 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 19 contains 8386 members 
Mstep: Class 20 contains 2520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97933208.000000 Penalty: 57806.730469
Iteration 20F: 18 clusters Score -9.793321e+07 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 1558 members 
Mstep: Class 1 contains 336099 members 
Mstep: Class 2 contains 6223 members 
Mstep: Class 3 contains 53962 members 
Mstep: Class 4 contains 118254 members 
Mstep: Class 5 contains 50753 members 
Mstep: Class 6 contains 33652 members 
Mstep: Class 7 contains 26219 members 
Mstep: Class 8 contains 1991 members 
Mstep: Class 9 contains 17680 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 181660 members 
Mstep: Class 13 contains 50930 members 
Mstep: Class 14 contains 4419 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 2505 members 
Mstep: Class 19 contains 8416 members 
Mstep: Class 20 contains 2517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97935448.000000 Penalty: 57806.730469
Iteration 21Q: 18 clusters Score -9.793545e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335848 members 
Mstep: Class 2 contains 6318 members 
Mstep: Class 3 contains 54368 members 
Mstep: Class 4 contains 117842 members 
Mstep: Class 5 contains 51305 members 
Mstep: Class 6 contains 34099 members 
Mstep: Class 7 contains 26295 members 
Mstep: Class 8 contains 1915 members 
Mstep: Class 9 contains 17780 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 181366 members 
Mstep: Class 13 contains 50322 members 
Mstep: Class 14 contains 4395 members 
Mstep: Class 16 contains 1865 members 
Mstep: Class 17 contains 2478 members 
Mstep: Class 19 contains 8446 members 
Mstep: Class 20 contains 2509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97936664.000000 Penalty: 57806.730469
Iteration 22Q: 18 clusters Score -9.793666e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335666 members 
Mstep: Class 2 contains 6405 members 
Mstep: Class 3 contains 54777 members 
Mstep: Class 4 contains 117493 members 
Mstep: Class 5 contains 51770 members 
Mstep: Class 6 contains 34492 members 
Mstep: Class 7 contains 26343 members 
Mstep: Class 8 contains 1848 members 
Mstep: Class 9 contains 17877 members 
Mstep: Class 10 contains 2305 members 
Mstep: Class 11 contains 181026 members 
Mstep: Class 13 contains 49808 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 17 contains 2442 members 
Mstep: Class 19 contains 8459 members 
Mstep: Class 20 contains 2504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97937376.000000 Penalty: 57806.730469
Iteration 23Q: 18 clusters Score -9.793738e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335554 members 
Mstep: Class 2 contains 6480 members 
Mstep: Class 3 contains 55119 members 
Mstep: Class 4 contains 117200 members 
Mstep: Class 5 contains 52161 members 
Mstep: Class 6 contains 34792 members 
Mstep: Class 7 contains 26382 members 
Mstep: Class 8 contains 1775 members 
Mstep: Class 9 contains 17977 members 
Mstep: Class 10 contains 2306 members 
Mstep: Class 11 contains 180759 members 
Mstep: Class 13 contains 49322 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 2420 members 
Mstep: Class 19 contains 8475 members 
Mstep: Class 20 contains 2502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97938160.000000 Penalty: 57806.730469
Iteration 24Q: 18 clusters Score -9.793816e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335377 members 
Mstep: Class 2 contains 6575 members 
Mstep: Class 3 contains 55413 members 
Mstep: Class 4 contains 117004 members 
Mstep: Class 5 contains 52489 members 
Mstep: Class 6 contains 35059 members 
Mstep: Class 7 contains 26411 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 18057 members 
Mstep: Class 10 contains 2306 members 
Mstep: Class 11 contains 180547 members 
Mstep: Class 13 contains 48868 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 16 contains 1853 members 
Mstep: Class 17 contains 2412 members 
Mstep: Class 19 contains 8480 members 
Mstep: Class 20 contains 2502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97938784.000000 Penalty: 57806.730469
Iteration 25Q: 18 clusters Score -9.793878e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335227 members 
Mstep: Class 2 contains 6653 members 
Mstep: Class 3 contains 55688 members 
Mstep: Class 4 contains 116817 members 
Mstep: Class 5 contains 52722 members 
Mstep: Class 6 contains 35286 members 
Mstep: Class 7 contains 26444 members 
Mstep: Class 8 contains 1698 members 
Mstep: Class 9 contains 18132 members 
Mstep: Class 10 contains 2307 members 
Mstep: Class 11 contains 180386 members 
Mstep: Class 13 contains 48489 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 17 contains 2401 members 
Mstep: Class 19 contains 8483 members 
Mstep: Class 20 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97939472.000000 Penalty: 57806.730469
Iteration 26Q: 18 clusters Score -9.793947e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335172 members 
Mstep: Class 2 contains 6705 members 
Mstep: Class 3 contains 55961 members 
Mstep: Class 4 contains 116646 members 
Mstep: Class 5 contains 52869 members 
Mstep: Class 6 contains 35499 members 
Mstep: Class 7 contains 26462 members 
Mstep: Class 8 contains 1666 members 
Mstep: Class 9 contains 18197 members 
Mstep: Class 10 contains 2307 members 
Mstep: Class 11 contains 180238 members 
Mstep: Class 13 contains 48136 members 
Mstep: Class 14 contains 4372 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 2396 members 
Mstep: Class 19 contains 8487 members 
Mstep: Class 20 contains 2496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97940144.000000 Penalty: 57806.730469
Iteration 27Q: 18 clusters Score -9.794014e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335154 members 
Mstep: Class 2 contains 6751 members 
Mstep: Class 3 contains 56220 members 
Mstep: Class 4 contains 116502 members 
Mstep: Class 5 contains 52923 members 
Mstep: Class 6 contains 35682 members 
Mstep: Class 7 contains 26485 members 
Mstep: Class 8 contains 1631 members 
Mstep: Class 9 contains 18258 members 
Mstep: Class 10 contains 2307 members 
Mstep: Class 11 contains 180116 members 
Mstep: Class 13 contains 47842 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 17 contains 2388 members 
Mstep: Class 19 contains 8493 members 
Mstep: Class 20 contains 2495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97940632.000000 Penalty: 57806.730469
Iteration 28Q: 18 clusters Score -9.794063e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335197 members 
Mstep: Class 2 contains 6803 members 
Mstep: Class 3 contains 56426 members 
Mstep: Class 4 contains 116371 members 
Mstep: Class 5 contains 52907 members 
Mstep: Class 6 contains 35851 members 
Mstep: Class 7 contains 26504 members 
Mstep: Class 8 contains 1608 members 
Mstep: Class 9 contains 18307 members 
Mstep: Class 10 contains 2307 members 
Mstep: Class 11 contains 180027 members 
Mstep: Class 13 contains 47574 members 
Mstep: Class 14 contains 4371 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 17 contains 2385 members 
Mstep: Class 19 contains 8494 members 
Mstep: Class 20 contains 2493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97940872.000000 Penalty: 57806.730469
Iteration 29Q: 18 clusters Score -9.794087e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335277 members 
Mstep: Class 2 contains 6852 members 
Mstep: Class 3 contains 56601 members 
Mstep: Class 4 contains 116270 members 
Mstep: Class 5 contains 52798 members 
Mstep: Class 6 contains 36016 members 
Mstep: Class 7 contains 26537 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 18355 members 
Mstep: Class 10 contains 2307 members 
Mstep: Class 11 contains 179980 members 
Mstep: Class 13 contains 47318 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 2379 members 
Mstep: Class 19 contains 8496 members 
Mstep: Class 20 contains 2491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97941096.000000 Penalty: 57806.730469
Iteration 30Q: 18 clusters Score -9.79411e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335380 members 
Mstep: Class 2 contains 6875 members 
Mstep: Class 3 contains 56804 members 
Mstep: Class 4 contains 116175 members 
Mstep: Class 5 contains 52647 members 
Mstep: Class 6 contains 36179 members 
Mstep: Class 7 contains 26566 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 9 contains 18391 members 
Mstep: Class 10 contains 2307 members 
Mstep: Class 11 contains 179918 members 
Mstep: Class 13 contains 47107 members 
Mstep: Class 14 contains 4367 members 
Mstep: Class 16 contains 1820 members 
Mstep: Class 17 contains 2371 members 
Mstep: Class 19 contains 8501 members 
Mstep: Class 20 contains 2492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97941048.000000 Penalty: 57806.730469
Iteration 31Q: 18 clusters Score -9.794105e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335467 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 3 contains 56990 members 
Mstep: Class 4 contains 116097 members 
Mstep: Class 5 contains 52452 members 
Mstep: Class 6 contains 36306 members 
Mstep: Class 7 contains 26594 members 
Mstep: Class 8 contains 1534 members 
Mstep: Class 9 contains 18430 members 
Mstep: Class 10 contains 2307 members 
Mstep: Class 11 contains 179943 members 
Mstep: Class 13 contains 46891 members 
Mstep: Class 14 contains 4366 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 19 contains 8510 members 
Mstep: Class 20 contains 2488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97941176.000000 Penalty: 57806.730469
Iteration 32Q: 18 clusters Score -9.794118e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335545 members 
Mstep: Class 2 contains 6910 members 
Mstep: Class 3 contains 57148 members 
Mstep: Class 4 contains 116034 members 
Mstep: Class 5 contains 52284 members 
Mstep: Class 6 contains 36417 members 
Mstep: Class 7 contains 26612 members 
Mstep: Class 8 contains 1513 members 
Mstep: Class 9 contains 18477 members 
Mstep: Class 10 contains 2306 members 
Mstep: Class 11 contains 179954 members 
Mstep: Class 13 contains 46705 members 
Mstep: Class 14 contains 4365 members 
Mstep: Class 16 contains 1814 members 
Mstep: Class 17 contains 2361 members 
Mstep: Class 19 contains 8522 members 
Mstep: Class 20 contains 2488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97941248.000000 Penalty: 57806.730469
Iteration 33Q: 18 clusters Score -9.794125e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335639 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 57298 members 
Mstep: Class 4 contains 115999 members 
Mstep: Class 5 contains 52133 members 
Mstep: Class 6 contains 36495 members 
Mstep: Class 7 contains 26624 members 
Mstep: Class 8 contains 1503 members 
Mstep: Class 9 contains 18515 members 
Mstep: Class 10 contains 2305 members 
Mstep: Class 11 contains 179949 members 
Mstep: Class 13 contains 46525 members 
Mstep: Class 14 contains 4366 members 
Mstep: Class 16 contains 1814 members 
Mstep: Class 17 contains 2357 members 
Mstep: Class 19 contains 8529 members 
Mstep: Class 20 contains 2486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97941328.000000 Penalty: 57806.730469
Iteration 34Q: 18 clusters Score -9.794133e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335732 members 
Mstep: Class 2 contains 6935 members 
Mstep: Class 3 contains 57421 members 
Mstep: Class 4 contains 115973 members 
Mstep: Class 5 contains 52030 members 
Mstep: Class 6 contains 36561 members 
Mstep: Class 7 contains 26627 members 
Mstep: Class 8 contains 1497 members 
Mstep: Class 9 contains 18547 members 
Mstep: Class 10 contains 2305 members 
Mstep: Class 11 contains 179931 members 
Mstep: Class 13 contains 46353 members 
Mstep: Class 14 contains 4365 members 
Mstep: Class 16 contains 1813 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 19 contains 8526 members 
Mstep: Class 20 contains 2484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97941272.000000 Penalty: 57806.730469
Iteration 35Q: 18 clusters Score -9.794127e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335804 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 57546 members 
Mstep: Class 4 contains 115930 members 
Mstep: Class 5 contains 51897 members 
Mstep: Class 6 contains 36631 members 
Mstep: Class 7 contains 26639 members 
Mstep: Class 8 contains 1489 members 
Mstep: Class 9 contains 18582 members 
Mstep: Class 10 contains 2305 members 
Mstep: Class 11 contains 179944 members 
Mstep: Class 13 contains 46210 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 16 contains 1812 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 19 contains 8526 members 
Mstep: Class 20 contains 2480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97941504.000000 Penalty: 57806.730469
Iteration 36Q: 18 clusters Score -9.79415e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335862 members 
Mstep: Class 2 contains 6951 members 
Mstep: Class 3 contains 57667 members 
Mstep: Class 4 contains 115897 members 
Mstep: Class 5 contains 51765 members 
Mstep: Class 6 contains 36699 members 
Mstep: Class 7 contains 26648 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 18614 members 
Mstep: Class 10 contains 2305 members 
Mstep: Class 11 contains 179952 members 
Mstep: Class 13 contains 46075 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 16 contains 1809 members 
Mstep: Class 17 contains 2354 members 
Mstep: Class 19 contains 8529 members 
Mstep: Class 20 contains 2480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97941560.000000 Penalty: 57806.730469
Iteration 37Q: 18 clusters Score -9.794156e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 335915 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 57770 members 
Mstep: Class 4 contains 115884 members 
Mstep: Class 5 contains 51630 members 
Mstep: Class 6 contains 36776 members 
Mstep: Class 7 contains 26657 members 
Mstep: Class 8 contains 1476 members 
Mstep: Class 9 contains 18640 members 
Mstep: Class 10 contains 2305 members 
Mstep: Class 11 contains 179948 members 
Mstep: Class 13 contains 45953 members 
Mstep: Class 14 contains 4362 members 
Mstep: Class 16 contains 1811 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 19 contains 8531 members 
Mstep: Class 20 contains 2482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97941528.000000 Penalty: 57806.730469
Iteration 38Q: 18 clusters Score -9.794153e+07 nChanged 938
Entering ConstructFrom: 
Score: -97941528.000000 Penalty: 57806.730469
Entering ConstructFrom: 
Trying to split cluster 1 (336013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336013 members 
Entering Unmasked Estep 
Score: -37087992.000000 Penalty: 3155.776367
	Iteration 0F: 2 clusters Score -3.708799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168128 members 
Mstep: Class 2 contains 167885 members 
Entering Unmasked Estep 
Score: -36920676.000000 Penalty: 6311.552734
	Iteration 0F: 3 clusters Score -3.692068e+07 nChanged 162683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169041 members 
Mstep: Class 2 contains 166972 members 
Entering Unmasked Estep 
Score: -37017164.000000 Penalty: 6311.552734
	Iteration 1F: 3 clusters Score -3.701716e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169732 members 
Mstep: Class 2 contains 166281 members 
Entering Unmasked Estep 
Score: -37018740.000000 Penalty: 6311.552734
	Iteration 2Q: 3 clusters Score -3.701874e+07 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170869 members 
Mstep: Class 2 contains 165144 members 
Entering Unmasked Estep 
Score: -37020624.000000 Penalty: 6311.552734
	Iteration 3Q: 3 clusters Score -3.702062e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172895 members 
Mstep: Class 2 contains 163118 members 
Entering Unmasked Estep 
Score: -37023164.000000 Penalty: 6311.552734
	Iteration 4Q: 3 clusters Score -3.702316e+07 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176183 members 
Mstep: Class 2 contains 159830 members 
Entering Unmasked Estep 
Score: -37026916.000000 Penalty: 6311.552734
	Iteration 5Q: 3 clusters Score -3.702692e+07 nChanged 13074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181367 members 
Mstep: Class 2 contains 154646 members 
Entering Unmasked Estep 
Score: -37032092.000000 Penalty: 6311.552734
	Iteration 6Q: 3 clusters Score -3.703209e+07 nChanged 14781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188832 members 
Mstep: Class 2 contains 147181 members 
Entering Unmasked Estep 
Score: -37039348.000000 Penalty: 6311.552734
	Iteration 7Q: 3 clusters Score -3.703935e+07 nChanged 17005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198955 members 
Mstep: Class 2 contains 137058 members 
Entering Unmasked Estep 
Score: -37048372.000000 Penalty: 6311.552734
	Iteration 8F: 3 clusters Score -3.704837e+07 nChanged 18718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211641 members 
Mstep: Class 2 contains 124372 members 
Entering Unmasked Estep 
Score: -37059228.000000 Penalty: 6311.552734
	Iteration 9F: 3 clusters Score -3.705923e+07 nChanged 19229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225916 members 
Mstep: Class 2 contains 110097 members 
Entering Unmasked Estep 
Score: -37070644.000000 Penalty: 6311.552734
	Iteration 10F: 3 clusters Score -3.707064e+07 nChanged 18174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240272 members 
Mstep: Class 2 contains 95741 members 
Entering Unmasked Estep 
Score: -37081436.000000 Penalty: 6311.552734
	Iteration 11F: 3 clusters Score -3.708144e+07 nChanged 15924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253558 members 
Mstep: Class 2 contains 82455 members 
Entering Unmasked Estep 
Score: -37089448.000000 Penalty: 6311.552734
	Iteration 12Q: 3 clusters Score -3.708945e+07 nChanged 13318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265264 members 
Mstep: Class 2 contains 70749 members 
Entering Unmasked Estep 
Score: -37095644.000000 Penalty: 6311.552734
	Iteration 13Q: 3 clusters Score -3.709564e+07 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275421 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -37100452.000000 Penalty: 6311.552734
	Iteration 14Q: 3 clusters Score -3.710045e+07 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284325 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -37105084.000000 Penalty: 6311.552734
	Iteration 15Q: 3 clusters Score -3.710508e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292279 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -37107832.000000 Penalty: 6311.552734
	Iteration 16Q: 3 clusters Score -3.710783e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299567 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -37109704.000000 Penalty: 6311.552734
	Iteration 17Q: 3 clusters Score -3.71097e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307039 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -37109848.000000 Penalty: 6311.552734
	Iteration 18Q: 3 clusters Score -3.710985e+07 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314683 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -37106248.000000 Penalty: 6311.552734
	Iteration 19Q: 3 clusters Score -3.710625e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321345 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -37101700.000000 Penalty: 6311.552734
	Iteration 20F: 3 clusters Score -3.71017e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326558 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -37096432.000000 Penalty: 6311.552734
	Iteration 21Q: 3 clusters Score -3.709643e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329983 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -37092640.000000 Penalty: 6311.552734
	Iteration 22Q: 3 clusters Score -3.709264e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332111 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -37090184.000000 Penalty: 6311.552734
	Iteration 23Q: 3 clusters Score -3.709018e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333358 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -37088764.000000 Penalty: 6311.552734
	Iteration 24Q: 3 clusters Score -3.708876e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334055 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -37087908.000000 Penalty: 6311.552734
	Iteration 25Q: 3 clusters Score -3.708791e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334453 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -37087488.000000 Penalty: 6311.552734
	Iteration 26Q: 3 clusters Score -3.708749e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334668 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -37087160.000000 Penalty: 6311.552734
	Iteration 27Q: 3 clusters Score -3.708716e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334811 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -37086952.000000 Penalty: 6311.552734
	Iteration 28Q: 3 clusters Score -3.708695e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334892 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -37086896.000000 Penalty: 6311.552734
	Iteration 29Q: 3 clusters Score -3.70869e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334949 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -37086860.000000 Penalty: 6311.552734
	Iteration 30Q: 3 clusters Score -3.708686e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334987 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -37086868.000000 Penalty: 6311.552734
	Iteration 31Q: 3 clusters Score -3.708687e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335020 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -37086796.000000 Penalty: 6311.552734
	Iteration 32Q: 3 clusters Score -3.70868e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335046 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -37086772.000000 Penalty: 6311.552734
	Iteration 33Q: 3 clusters Score -3.708677e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335074 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -37086720.000000 Penalty: 6311.552734
	Iteration 34Q: 3 clusters Score -3.708672e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335095 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -37086692.000000 Penalty: 6311.552734
	Iteration 35Q: 3 clusters Score -3.708669e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335110 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -37086704.000000 Penalty: 6311.552734
	Iteration 36Q: 3 clusters Score -3.70867e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335127 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -37086708.000000 Penalty: 6311.552734
	Iteration 37Q: 3 clusters Score -3.708671e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335134 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -37086704.000000 Penalty: 6311.552734
	Iteration 38Q: 3 clusters Score -3.70867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335135 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -37086700.000000 Penalty: 6311.552734
	Iteration 39Q: 3 clusters Score -3.70867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335142 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -37086676.000000 Penalty: 6311.552734
	Iteration 40F: 3 clusters Score -3.708668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335143 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -37086700.000000 Penalty: 6311.552734
	Iteration 41Q: 3 clusters Score -3.70867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335146 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -37086708.000000 Penalty: 6311.552734
	Iteration 42Q: 3 clusters Score -3.708671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335152 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -37086656.000000 Penalty: 6311.552734
	Iteration 43Q: 3 clusters Score -3.708666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335155 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -37086664.000000 Penalty: 6311.552734
	Iteration 44Q: 3 clusters Score -3.708666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335164 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -37086624.000000 Penalty: 6311.552734
	Iteration 45Q: 3 clusters Score -3.708662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335167 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -37086624.000000 Penalty: 6311.552734
	Iteration 46Q: 3 clusters Score -3.708662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335169 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -37086604.000000 Penalty: 6311.552734
	Iteration 47Q: 3 clusters Score -3.70866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335169 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -37086600.000000 Penalty: 6311.552734
	Iteration 48Q: 3 clusters Score -3.70866e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335171 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -37086636.000000 Penalty: 6311.552734
	Iteration 49Q: 3 clusters Score -3.708664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335172 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -37086632.000000 Penalty: 6311.552734
	Iteration 50Q: 3 clusters Score -3.708663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335172 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -37086640.000000 Penalty: 6311.552734
	Iteration 51Q: 3 clusters Score -3.708664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335174 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -37086648.000000 Penalty: 6311.552734
	Iteration 52Q: 3 clusters Score -3.708665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335177 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -37086636.000000 Penalty: 6311.552734
	Iteration 53Q: 3 clusters Score -3.708664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335178 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -37086644.000000 Penalty: 6311.552734
	Iteration 54Q: 3 clusters Score -3.708664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335182 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -37086640.000000 Penalty: 6311.552734
	Iteration 55Q: 3 clusters Score -3.708664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335187 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -37086612.000000 Penalty: 6311.552734
	Iteration 56Q: 3 clusters Score -3.708661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335188 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -37086604.000000 Penalty: 6311.552734
	Iteration 57Q: 3 clusters Score -3.70866e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335189 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -37086604.000000 Penalty: 6311.552734
	Iteration 58Q: 3 clusters Score -3.70866e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335188 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -37086616.000000 Penalty: 6311.552734
	Iteration 59Q: 3 clusters Score -3.708662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335188 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -37086616.000000 Penalty: 6311.552734
	Iteration 60F: 3 clusters Score -3.708662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Entering Unmasked Estep 
Score: -764319.375000 Penalty: 2194.501709
	Iteration 0F: 2 clusters Score -764319.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -758584.687500 Penalty: 4389.003418
	Iteration 0F: 3 clusters Score -758584.7 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -760039.687500 Penalty: 4389.003418
	Iteration 1F: 3 clusters Score -760039.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -760284.187500 Penalty: 4389.003418
	Iteration 2F: 3 clusters Score -760284.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -760450.937500 Penalty: 4389.003418
	Iteration 3Q: 3 clusters Score -760450.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -760560.687500 Penalty: 4389.003418
	Iteration 4Q: 3 clusters Score -760560.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -760644.375000 Penalty: 4389.003418
	Iteration 5Q: 3 clusters Score -760644.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -760712.625000 Penalty: 4389.003418
	Iteration 6Q: 3 clusters Score -760712.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -760770.437500 Penalty: 4389.003418
	Iteration 7Q: 3 clusters Score -760770.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -760837.562500 Penalty: 4389.003418
	Iteration 8Q: 3 clusters Score -760837.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -760919.375000 Penalty: 4389.003418
	Iteration 9Q: 3 clusters Score -760919.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -761005.937500 Penalty: 4389.003418
	Iteration 10Q: 3 clusters Score -761005.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -761097.000000 Penalty: 4389.003418
	Iteration 11Q: 3 clusters Score -761097 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -761205.750000 Penalty: 4389.003418
	Iteration 12Q: 3 clusters Score -761205.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -761317.312500 Penalty: 4389.003418
	Iteration 13Q: 3 clusters Score -761317.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -761447.875000 Penalty: 4389.003418
	Iteration 14Q: 3 clusters Score -761447.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -761576.812500 Penalty: 4389.003418
	Iteration 15Q: 3 clusters Score -761576.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -761693.875000 Penalty: 4389.003418
	Iteration 16Q: 3 clusters Score -761693.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -761800.937500 Penalty: 4389.003418
	Iteration 17Q: 3 clusters Score -761800.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -761938.187500 Penalty: 4389.003418
	Iteration 18Q: 3 clusters Score -761938.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -762049.375000 Penalty: 4389.003418
	Iteration 19Q: 3 clusters Score -762049.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -762147.875000 Penalty: 4389.003418
	Iteration 20F: 3 clusters Score -762147.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -762214.375000 Penalty: 4389.003418
	Iteration 21Q: 3 clusters Score -762214.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -762259.687500 Penalty: 4389.003418
	Iteration 22Q: 3 clusters Score -762259.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -762298.500000 Penalty: 4389.003418
	Iteration 23Q: 3 clusters Score -762298.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -762326.000000 Penalty: 4389.003418
	Iteration 24Q: 3 clusters Score -762326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -762342.687500 Penalty: 4389.003418
	Iteration 25Q: 3 clusters Score -762342.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -762360.625000 Penalty: 4389.003418
	Iteration 26Q: 3 clusters Score -762360.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -762381.687500 Penalty: 4389.003418
	Iteration 27Q: 3 clusters Score -762381.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -762393.125000 Penalty: 4389.003418
	Iteration 28Q: 3 clusters Score -762393.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -762401.625000 Penalty: 4389.003418
	Iteration 29Q: 3 clusters Score -762401.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -762404.750000 Penalty: 4389.003418
	Iteration 30Q: 3 clusters Score -762404.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -762414.062500 Penalty: 4389.003418
	Iteration 31Q: 3 clusters Score -762414.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -762428.062500 Penalty: 4389.003418
	Iteration 32Q: 3 clusters Score -762428.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -762437.875000 Penalty: 4389.003418
	Iteration 33Q: 3 clusters Score -762437.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -762442.625000 Penalty: 4389.003418
	Iteration 34Q: 3 clusters Score -762442.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -762445.625000 Penalty: 4389.003418
	Iteration 35Q: 3 clusters Score -762445.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -762446.375000 Penalty: 4389.003418
	Iteration 36Q: 3 clusters Score -762446.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -762446.687500 Penalty: 4389.003418
	Iteration 37Q: 3 clusters Score -762446.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -762450.562500 Penalty: 4389.003418
	Iteration 38Q: 3 clusters Score -762450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -762458.437500 Penalty: 4389.003418
	Iteration 39Q: 3 clusters Score -762458.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -762459.312500 Penalty: 4389.003418
	Iteration 40F: 3 clusters Score -762459.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -762462.687500 Penalty: 4389.003418
	Iteration 41Q: 3 clusters Score -762462.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -762465.937500 Penalty: 4389.003418
	Iteration 42Q: 3 clusters Score -762465.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -762467.000000 Penalty: 4389.003418
	Iteration 43Q: 3 clusters Score -762467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -762467.875000 Penalty: 4389.003418
	Iteration 44Q: 3 clusters Score -762467.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -762467.562500 Penalty: 4389.003418
	Iteration 45Q: 3 clusters Score -762467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -762467.562500 Penalty: 4389.003418
	Iteration 46F: 3 clusters Score -762467.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Entering Unmasked Estep 
Score: -6453750.500000 Penalty: 2719.569580
	Iteration 0F: 2 clusters Score -6453750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -6414883.500000 Penalty: 5439.139160
	Iteration 0F: 3 clusters Score -6414884 nChanged 26936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -6430000.500000 Penalty: 5439.139160
	Iteration 1F: 3 clusters Score -6430000 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -6430873.500000 Penalty: 5439.139160
	Iteration 2Q: 3 clusters Score -6430874 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -6431983.000000 Penalty: 5439.139160
	Iteration 3Q: 3 clusters Score -6431983 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -6433818.500000 Penalty: 5439.139160
	Iteration 4F: 3 clusters Score -6433818 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -6436796.000000 Penalty: 5439.139160
	Iteration 5F: 3 clusters Score -6436796 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -6441105.500000 Penalty: 5439.139160
	Iteration 6F: 3 clusters Score -6441106 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -6445751.500000 Penalty: 5439.139160
	Iteration 7F: 3 clusters Score -6445752 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6449052.000000 Penalty: 5439.139160
	Iteration 8F: 3 clusters Score -6449052 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -6450559.500000 Penalty: 5439.139160
	Iteration 9Q: 3 clusters Score -6450560 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57416 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6450993.000000 Penalty: 5439.139160
	Iteration 10Q: 3 clusters Score -6450993 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6451174.500000 Penalty: 5439.139160
	Iteration 11Q: 3 clusters Score -6451174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6451263.000000 Penalty: 5439.139160
	Iteration 12Q: 3 clusters Score -6451263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6451324.500000 Penalty: 5439.139160
	Iteration 13Q: 3 clusters Score -6451324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6451353.500000 Penalty: 5439.139160
	Iteration 14Q: 3 clusters Score -6451354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6451355.500000 Penalty: 5439.139160
	Iteration 15Q: 3 clusters Score -6451356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6451366.500000 Penalty: 5439.139160
	Iteration 16Q: 3 clusters Score -6451366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6451370.000000 Penalty: 5439.139160
	Iteration 17Q: 3 clusters Score -6451370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6451371.000000 Penalty: 5439.139160
	Iteration 18Q: 3 clusters Score -6451371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57643 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6451379.500000 Penalty: 5439.139160
	Iteration 19Q: 3 clusters Score -6451380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -6451381.000000 Penalty: 5439.139160
	Iteration 20F: 3 clusters Score -6451381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6451378.000000 Penalty: 5439.139160
	Iteration 21Q: 3 clusters Score -6451378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57641 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6451378.000000 Penalty: 5439.139160
	Iteration 22F: 3 clusters Score -6451378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (115862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115862 members 
Entering Unmasked Estep 
Score: -13110135.000000 Penalty: 2891.718506
	Iteration 0F: 2 clusters Score -1.311014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -13032628.000000 Penalty: 5783.437012
	Iteration 0F: 3 clusters Score -1.303263e+07 nChanged 54835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -13064264.000000 Penalty: 5783.437012
	Iteration 1F: 3 clusters Score -1.306426e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62408 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -13065148.000000 Penalty: 5783.437012
	Iteration 2Q: 3 clusters Score -1.306515e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64930 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -13066366.000000 Penalty: 5783.437012
	Iteration 3Q: 3 clusters Score -1.306637e+07 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -13068422.000000 Penalty: 5783.437012
	Iteration 4Q: 3 clusters Score -1.306842e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74226 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -13071914.000000 Penalty: 5783.437012
	Iteration 5F: 3 clusters Score -1.307191e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81796 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -13077969.000000 Penalty: 5783.437012
	Iteration 6F: 3 clusters Score -1.307797e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91032 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -13086936.000000 Penalty: 5783.437012
	Iteration 7F: 3 clusters Score -1.308694e+07 nChanged 9140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99700 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -13095998.000000 Penalty: 5783.437012
	Iteration 8F: 3 clusters Score -1.3096e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105846 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -13102663.000000 Penalty: 5783.437012
	Iteration 9F: 3 clusters Score -1.310266e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109127 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -13105910.000000 Penalty: 5783.437012
	Iteration 10Q: 3 clusters Score -1.310591e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110916 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -13107266.000000 Penalty: 5783.437012
	Iteration 11Q: 3 clusters Score -1.310727e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112027 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -13107940.000000 Penalty: 5783.437012
	Iteration 12Q: 3 clusters Score -1.310794e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112782 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -13108361.000000 Penalty: 5783.437012
	Iteration 13Q: 3 clusters Score -1.310836e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113273 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -13108559.000000 Penalty: 5783.437012
	Iteration 14Q: 3 clusters Score -1.310856e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113608 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -13108742.000000 Penalty: 5783.437012
	Iteration 15Q: 3 clusters Score -1.310874e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113851 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -13108787.000000 Penalty: 5783.437012
	Iteration 16Q: 3 clusters Score -1.310879e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114022 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -13108819.000000 Penalty: 5783.437012
	Iteration 17Q: 3 clusters Score -1.310882e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114162 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -13108888.000000 Penalty: 5783.437012
	Iteration 18Q: 3 clusters Score -1.310889e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114253 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -13108907.000000 Penalty: 5783.437012
	Iteration 19Q: 3 clusters Score -1.310891e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114317 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -13108922.000000 Penalty: 5783.437012
	Iteration 20F: 3 clusters Score -1.310892e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114368 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -13108943.000000 Penalty: 5783.437012
	Iteration 21Q: 3 clusters Score -1.310894e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114404 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -13108953.000000 Penalty: 5783.437012
	Iteration 22Q: 3 clusters Score -1.310895e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114428 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -13108951.000000 Penalty: 5783.437012
	Iteration 23Q: 3 clusters Score -1.310895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -13108945.000000 Penalty: 5783.437012
	Iteration 24Q: 3 clusters Score -1.310894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114467 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -13108935.000000 Penalty: 5783.437012
	Iteration 25Q: 3 clusters Score -1.310894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114481 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -13108949.000000 Penalty: 5783.437012
	Iteration 26Q: 3 clusters Score -1.310895e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114499 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -13108953.000000 Penalty: 5783.437012
	Iteration 27Q: 3 clusters Score -1.310895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114515 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13108953.000000 Penalty: 5783.437012
	Iteration 28Q: 3 clusters Score -1.310895e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114528 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -13108955.000000 Penalty: 5783.437012
	Iteration 29Q: 3 clusters Score -1.310896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114539 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -13108972.000000 Penalty: 5783.437012
	Iteration 30Q: 3 clusters Score -1.310897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114549 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -13108957.000000 Penalty: 5783.437012
	Iteration 31Q: 3 clusters Score -1.310896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114555 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -13108955.000000 Penalty: 5783.437012
	Iteration 32Q: 3 clusters Score -1.310896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114560 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -13108960.000000 Penalty: 5783.437012
	Iteration 33Q: 3 clusters Score -1.310896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114564 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -13108959.000000 Penalty: 5783.437012
	Iteration 34Q: 3 clusters Score -1.310896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114569 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -13108959.000000 Penalty: 5783.437012
	Iteration 35Q: 3 clusters Score -1.310896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114570 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -13108956.000000 Penalty: 5783.437012
	Iteration 36Q: 3 clusters Score -1.310896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114572 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -13108959.000000 Penalty: 5783.437012
	Iteration 37Q: 3 clusters Score -1.310896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114575 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -13108963.000000 Penalty: 5783.437012
	Iteration 38Q: 3 clusters Score -1.310896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114578 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -13108976.000000 Penalty: 5783.437012
	Iteration 39Q: 3 clusters Score -1.310898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114580 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -13108961.000000 Penalty: 5783.437012
	Iteration 40F: 3 clusters Score -1.310896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114581 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -13108964.000000 Penalty: 5783.437012
	Iteration 41Q: 3 clusters Score -1.310896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114584 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -13108969.000000 Penalty: 5783.437012
	Iteration 42Q: 3 clusters Score -1.310897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114587 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -13108977.000000 Penalty: 5783.437012
	Iteration 43Q: 3 clusters Score -1.310898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114588 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13108973.000000 Penalty: 5783.437012
	Iteration 44Q: 3 clusters Score -1.310897e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114588 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -13108973.000000 Penalty: 5783.437012
	Iteration 45F: 3 clusters Score -1.310897e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Entering Unmasked Estep 
Score: -5787866.500000 Penalty: 2690.510254
	Iteration 0F: 2 clusters Score -5787866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -5753145.500000 Penalty: 5381.020508
	Iteration 0F: 3 clusters Score -5753146 nChanged 23831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -5766186.000000 Penalty: 5381.020508
	Iteration 1F: 3 clusters Score -5766186 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -5766727.500000 Penalty: 5381.020508
	Iteration 2Q: 3 clusters Score -5766728 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -5767289.500000 Penalty: 5381.020508
	Iteration 3Q: 3 clusters Score -5767290 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -5767854.000000 Penalty: 5381.020508
	Iteration 4Q: 3 clusters Score -5767854 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -5768568.500000 Penalty: 5381.020508
	Iteration 5Q: 3 clusters Score -5768568 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -5769541.500000 Penalty: 5381.020508
	Iteration 6Q: 3 clusters Score -5769542 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -5770927.000000 Penalty: 5381.020508
	Iteration 7Q: 3 clusters Score -5770927 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -5772739.000000 Penalty: 5381.020508
	Iteration 8F: 3 clusters Score -5772739 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -5775000.500000 Penalty: 5381.020508
	Iteration 9F: 3 clusters Score -5775000 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -5777442.000000 Penalty: 5381.020508
	Iteration 10F: 3 clusters Score -5777442 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -5779646.500000 Penalty: 5381.020508
	Iteration 11F: 3 clusters Score -5779646 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -5781430.000000 Penalty: 5381.020508
	Iteration 12Q: 3 clusters Score -5781430 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -5782709.000000 Penalty: 5381.020508
	Iteration 13Q: 3 clusters Score -5782709 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -5783537.000000 Penalty: 5381.020508
	Iteration 14Q: 3 clusters Score -5783537 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -5784098.500000 Penalty: 5381.020508
	Iteration 15Q: 3 clusters Score -5784098 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -5784435.500000 Penalty: 5381.020508
	Iteration 16Q: 3 clusters Score -5784436 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -5784692.500000 Penalty: 5381.020508
	Iteration 17Q: 3 clusters Score -5784692 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -5784900.500000 Penalty: 5381.020508
	Iteration 18Q: 3 clusters Score -5784900 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5785038.000000 Penalty: 5381.020508
	Iteration 19Q: 3 clusters Score -5785038 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5785132.500000 Penalty: 5381.020508
	Iteration 20F: 3 clusters Score -5785132 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -5785194.000000 Penalty: 5381.020508
	Iteration 21Q: 3 clusters Score -5785194 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5785292.500000 Penalty: 5381.020508
	Iteration 22Q: 3 clusters Score -5785292 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5785382.500000 Penalty: 5381.020508
	Iteration 23Q: 3 clusters Score -5785382 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5785432.000000 Penalty: 5381.020508
	Iteration 24Q: 3 clusters Score -5785432 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5785490.000000 Penalty: 5381.020508
	Iteration 25Q: 3 clusters Score -5785490 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5785537.500000 Penalty: 5381.020508
	Iteration 26Q: 3 clusters Score -5785538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5785573.500000 Penalty: 5381.020508
	Iteration 27Q: 3 clusters Score -5785574 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5785592.500000 Penalty: 5381.020508
	Iteration 28Q: 3 clusters Score -5785592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5785601.500000 Penalty: 5381.020508
	Iteration 29Q: 3 clusters Score -5785602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5785622.500000 Penalty: 5381.020508
	Iteration 30Q: 3 clusters Score -5785622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5785638.500000 Penalty: 5381.020508
	Iteration 31Q: 3 clusters Score -5785638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5785640.000000 Penalty: 5381.020508
	Iteration 32Q: 3 clusters Score -5785640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5785663.500000 Penalty: 5381.020508
	Iteration 33Q: 3 clusters Score -5785664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5785653.500000 Penalty: 5381.020508
	Iteration 34Q: 3 clusters Score -5785654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5785648.500000 Penalty: 5381.020508
	Iteration 35Q: 3 clusters Score -5785648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5785655.000000 Penalty: 5381.020508
	Iteration 36Q: 3 clusters Score -5785655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5785657.000000 Penalty: 5381.020508
	Iteration 37Q: 3 clusters Score -5785657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5785658.500000 Penalty: 5381.020508
	Iteration 38Q: 3 clusters Score -5785658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -5785666.000000 Penalty: 5381.020508
	Iteration 39Q: 3 clusters Score -5785666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5785680.000000 Penalty: 5381.020508
	Iteration 40F: 3 clusters Score -5785680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5785698.000000 Penalty: 5381.020508
	Iteration 41Q: 3 clusters Score -5785698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5785700.500000 Penalty: 5381.020508
	Iteration 42Q: 3 clusters Score -5785700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5785706.000000 Penalty: 5381.020508
	Iteration 43Q: 3 clusters Score -5785706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5785708.000000 Penalty: 5381.020508
	Iteration 44Q: 3 clusters Score -5785708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5785714.000000 Penalty: 5381.020508
	Iteration 45Q: 3 clusters Score -5785714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5785722.500000 Penalty: 5381.020508
	Iteration 46Q: 3 clusters Score -5785722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5785728.500000 Penalty: 5381.020508
	Iteration 47Q: 3 clusters Score -5785728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5785729.000000 Penalty: 5381.020508
	Iteration 48Q: 3 clusters Score -5785729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5785735.500000 Penalty: 5381.020508
	Iteration 49Q: 3 clusters Score -5785736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5785750.000000 Penalty: 5381.020508
	Iteration 50Q: 3 clusters Score -5785750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5785755.000000 Penalty: 5381.020508
	Iteration 51Q: 3 clusters Score -5785755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5785761.000000 Penalty: 5381.020508
	Iteration 52Q: 3 clusters Score -5785761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5785759.000000 Penalty: 5381.020508
	Iteration 53Q: 3 clusters Score -5785759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5785754.000000 Penalty: 5381.020508
	Iteration 54Q: 3 clusters Score -5785754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5785755.500000 Penalty: 5381.020508
	Iteration 55Q: 3 clusters Score -5785756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5785760.000000 Penalty: 5381.020508
	Iteration 56Q: 3 clusters Score -5785760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5785772.500000 Penalty: 5381.020508
	Iteration 57Q: 3 clusters Score -5785772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5785766.000000 Penalty: 5381.020508
	Iteration 58Q: 3 clusters Score -5785766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5785761.500000 Penalty: 5381.020508
	Iteration 59Q: 3 clusters Score -5785762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5785759.500000 Penalty: 5381.020508
	Iteration 60F: 3 clusters Score -5785760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5785763.500000 Penalty: 5381.020508
	Iteration 61Q: 3 clusters Score -5785764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5785766.000000 Penalty: 5381.020508
	Iteration 62Q: 3 clusters Score -5785766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5785771.000000 Penalty: 5381.020508
	Iteration 63Q: 3 clusters Score -5785771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5785774.500000 Penalty: 5381.020508
	Iteration 64Q: 3 clusters Score -5785774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5785773.500000 Penalty: 5381.020508
	Iteration 65Q: 3 clusters Score -5785774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5785783.500000 Penalty: 5381.020508
	Iteration 66Q: 3 clusters Score -5785784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5785783.000000 Penalty: 5381.020508
	Iteration 67Q: 3 clusters Score -5785783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5785784.000000 Penalty: 5381.020508
	Iteration 68Q: 3 clusters Score -5785784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5785783.000000 Penalty: 5381.020508
	Iteration 69Q: 3 clusters Score -5785783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5785787.500000 Penalty: 5381.020508
	Iteration 70Q: 3 clusters Score -5785788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5785786.000000 Penalty: 5381.020508
	Iteration 71Q: 3 clusters Score -5785786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5785786.000000 Penalty: 5381.020508
	Iteration 72F: 3 clusters Score -5785786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (36842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Entering Unmasked Estep 
Score: -4151690.750000 Penalty: 2607.569580
	Iteration 0F: 2 clusters Score -4151691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4126763.000000 Penalty: 5215.139160
	Iteration 0F: 3 clusters Score -4126763 nChanged 16730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -4136026.500000 Penalty: 5215.139160
	Iteration 1F: 3 clusters Score -4136026 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -4136590.250000 Penalty: 5215.139160
	Iteration 2Q: 3 clusters Score -4136590 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -4137122.750000 Penalty: 5215.139160
	Iteration 3Q: 3 clusters Score -4137123 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -4137649.000000 Penalty: 5215.139160
	Iteration 4Q: 3 clusters Score -4137649 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -4138237.000000 Penalty: 5215.139160
	Iteration 5Q: 3 clusters Score -4138237 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -4138965.000000 Penalty: 5215.139160
	Iteration 6Q: 3 clusters Score -4138965 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -4139900.750000 Penalty: 5215.139160
	Iteration 7Q: 3 clusters Score -4139901 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -4140974.250000 Penalty: 5215.139160
	Iteration 8F: 3 clusters Score -4140974 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -4142181.500000 Penalty: 5215.139160
	Iteration 9F: 3 clusters Score -4142182 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -4143318.250000 Penalty: 5215.139160
	Iteration 10Q: 3 clusters Score -4143318 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -4144137.000000 Penalty: 5215.139160
	Iteration 11Q: 3 clusters Score -4144137 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4144540.250000 Penalty: 5215.139160
	Iteration 12Q: 3 clusters Score -4144540 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -4144755.250000 Penalty: 5215.139160
	Iteration 13Q: 3 clusters Score -4144755 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -4144872.500000 Penalty: 5215.139160
	Iteration 14Q: 3 clusters Score -4144872 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -4144981.000000 Penalty: 5215.139160
	Iteration 15Q: 3 clusters Score -4144981 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -4145074.000000 Penalty: 5215.139160
	Iteration 16Q: 3 clusters Score -4145074 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -4145153.250000 Penalty: 5215.139160
	Iteration 17Q: 3 clusters Score -4145153 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -4145237.250000 Penalty: 5215.139160
	Iteration 18Q: 3 clusters Score -4145237 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -4145339.500000 Penalty: 5215.139160
	Iteration 19Q: 3 clusters Score -4145340 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -4145419.000000 Penalty: 5215.139160
	Iteration 20F: 3 clusters Score -4145419 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -4145499.250000 Penalty: 5215.139160
	Iteration 21Q: 3 clusters Score -4145499 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -4145618.500000 Penalty: 5215.139160
	Iteration 22Q: 3 clusters Score -4145618 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -4145746.250000 Penalty: 5215.139160
	Iteration 23Q: 3 clusters Score -4145746 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -4145868.500000 Penalty: 5215.139160
	Iteration 24Q: 3 clusters Score -4145868 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -4146006.000000 Penalty: 5215.139160
	Iteration 25Q: 3 clusters Score -4146006 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -4146103.250000 Penalty: 5215.139160
	Iteration 26Q: 3 clusters Score -4146103 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -4146203.500000 Penalty: 5215.139160
	Iteration 27Q: 3 clusters Score -4146204 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -4146348.750000 Penalty: 5215.139160
	Iteration 28Q: 3 clusters Score -4146349 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4146486.500000 Penalty: 5215.139160
	Iteration 29Q: 3 clusters Score -4146486 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -4146640.250000 Penalty: 5215.139160
	Iteration 30Q: 3 clusters Score -4146640 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -4146761.500000 Penalty: 5215.139160
	Iteration 31Q: 3 clusters Score -4146762 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -4146913.000000 Penalty: 5215.139160
	Iteration 32Q: 3 clusters Score -4146913 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -4147051.750000 Penalty: 5215.139160
	Iteration 33Q: 3 clusters Score -4147052 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -4147167.250000 Penalty: 5215.139160
	Iteration 34Q: 3 clusters Score -4147167 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -4147286.250000 Penalty: 5215.139160
	Iteration 35Q: 3 clusters Score -4147286 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -4147386.500000 Penalty: 5215.139160
	Iteration 36Q: 3 clusters Score -4147386 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -4147507.000000 Penalty: 5215.139160
	Iteration 37Q: 3 clusters Score -4147507 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -4147624.500000 Penalty: 5215.139160
	Iteration 38Q: 3 clusters Score -4147624 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -4147727.500000 Penalty: 5215.139160
	Iteration 39Q: 3 clusters Score -4147728 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -4147829.250000 Penalty: 5215.139160
	Iteration 40F: 3 clusters Score -4147829 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -4147946.250000 Penalty: 5215.139160
	Iteration 41Q: 3 clusters Score -4147946 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -4148070.750000 Penalty: 5215.139160
	Iteration 42Q: 3 clusters Score -4148071 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -4148153.250000 Penalty: 5215.139160
	Iteration 43Q: 3 clusters Score -4148153 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -4148265.750000 Penalty: 5215.139160
	Iteration 44Q: 3 clusters Score -4148266 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -4148343.250000 Penalty: 5215.139160
	Iteration 45Q: 3 clusters Score -4148343 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -4148428.000000 Penalty: 5215.139160
	Iteration 46Q: 3 clusters Score -4148428 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4148487.250000 Penalty: 5215.139160
	Iteration 47Q: 3 clusters Score -4148487 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -4148555.250000 Penalty: 5215.139160
	Iteration 48Q: 3 clusters Score -4148555 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4148640.500000 Penalty: 5215.139160
	Iteration 49Q: 3 clusters Score -4148640 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -4148706.250000 Penalty: 5215.139160
	Iteration 50Q: 3 clusters Score -4148706 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4148753.500000 Penalty: 5215.139160
	Iteration 51Q: 3 clusters Score -4148754 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4148782.500000 Penalty: 5215.139160
	Iteration 52Q: 3 clusters Score -4148782 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4148827.250000 Penalty: 5215.139160
	Iteration 53Q: 3 clusters Score -4148827 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4148870.250000 Penalty: 5215.139160
	Iteration 54Q: 3 clusters Score -4148870 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4148892.750000 Penalty: 5215.139160
	Iteration 55Q: 3 clusters Score -4148893 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4148927.000000 Penalty: 5215.139160
	Iteration 56Q: 3 clusters Score -4148927 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4148958.250000 Penalty: 5215.139160
	Iteration 57Q: 3 clusters Score -4148958 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4149002.750000 Penalty: 5215.139160
	Iteration 58Q: 3 clusters Score -4149003 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4149049.000000 Penalty: 5215.139160
	Iteration 59Q: 3 clusters Score -4149049 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4149087.500000 Penalty: 5215.139160
	Iteration 60F: 3 clusters Score -4149088 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4149119.500000 Penalty: 5215.139160
	Iteration 61Q: 3 clusters Score -4149120 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4149152.500000 Penalty: 5215.139160
	Iteration 62Q: 3 clusters Score -4149152 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4149187.250000 Penalty: 5215.139160
	Iteration 63Q: 3 clusters Score -4149187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4149217.000000 Penalty: 5215.139160
	Iteration 64Q: 3 clusters Score -4149217 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4149224.250000 Penalty: 5215.139160
	Iteration 65Q: 3 clusters Score -4149224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4149246.000000 Penalty: 5215.139160
	Iteration 66Q: 3 clusters Score -4149246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4149270.500000 Penalty: 5215.139160
	Iteration 67Q: 3 clusters Score -4149270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4149282.750000 Penalty: 5215.139160
	Iteration 68Q: 3 clusters Score -4149283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4149293.750000 Penalty: 5215.139160
	Iteration 69Q: 3 clusters Score -4149294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4149298.750000 Penalty: 5215.139160
	Iteration 70Q: 3 clusters Score -4149299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4149308.500000 Penalty: 5215.139160
	Iteration 71Q: 3 clusters Score -4149308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4149318.500000 Penalty: 5215.139160
	Iteration 72Q: 3 clusters Score -4149318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4149323.750000 Penalty: 5215.139160
	Iteration 73Q: 3 clusters Score -4149324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4149322.500000 Penalty: 5215.139160
	Iteration 74Q: 3 clusters Score -4149322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4149327.750000 Penalty: 5215.139160
	Iteration 75Q: 3 clusters Score -4149328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4149342.750000 Penalty: 5215.139160
	Iteration 76Q: 3 clusters Score -4149343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4149347.000000 Penalty: 5215.139160
	Iteration 77Q: 3 clusters Score -4149347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4149354.500000 Penalty: 5215.139160
	Iteration 78Q: 3 clusters Score -4149354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4149361.250000 Penalty: 5215.139160
	Iteration 79Q: 3 clusters Score -4149361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4149366.000000 Penalty: 5215.139160
	Iteration 80F: 3 clusters Score -4149366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4149374.750000 Penalty: 5215.139160
	Iteration 81Q: 3 clusters Score -4149375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4149377.000000 Penalty: 5215.139160
	Iteration 82Q: 3 clusters Score -4149377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4149384.250000 Penalty: 5215.139160
	Iteration 83Q: 3 clusters Score -4149384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4149385.000000 Penalty: 5215.139160
	Iteration 84Q: 3 clusters Score -4149385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4149383.250000 Penalty: 5215.139160
	Iteration 85Q: 3 clusters Score -4149383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4149391.000000 Penalty: 5215.139160
	Iteration 86Q: 3 clusters Score -4149391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4149392.250000 Penalty: 5215.139160
	Iteration 87Q: 3 clusters Score -4149392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4149398.250000 Penalty: 5215.139160
	Iteration 88Q: 3 clusters Score -4149398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4149397.250000 Penalty: 5215.139160
	Iteration 89Q: 3 clusters Score -4149397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4149405.500000 Penalty: 5215.139160
	Iteration 90Q: 3 clusters Score -4149406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4149406.000000 Penalty: 5215.139160
	Iteration 91Q: 3 clusters Score -4149406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4149406.750000 Penalty: 5215.139160
	Iteration 92Q: 3 clusters Score -4149407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4149408.000000 Penalty: 5215.139160
	Iteration 93Q: 3 clusters Score -4149408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4149412.250000 Penalty: 5215.139160
	Iteration 94Q: 3 clusters Score -4149412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4149413.000000 Penalty: 5215.139160
	Iteration 95Q: 3 clusters Score -4149413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4149413.750000 Penalty: 5215.139160
	Iteration 96Q: 3 clusters Score -4149414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4149418.750000 Penalty: 5215.139160
	Iteration 97Q: 3 clusters Score -4149419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4149421.750000 Penalty: 5215.139160
	Iteration 98Q: 3 clusters Score -4149422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4149419.500000 Penalty: 5215.139160
	Iteration 99Q: 3 clusters Score -4149420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4149419.000000 Penalty: 5215.139160
	Iteration 100F: 3 clusters Score -4149419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4149419.250000 Penalty: 5215.139160
	Iteration 101Q: 3 clusters Score -4149419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4149419.250000 Penalty: 5215.139160
	Iteration 102F: 3 clusters Score -4149419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Entering Unmasked Estep 
Score: -2745885.750000 Penalty: 2527.375977
	Iteration 0F: 2 clusters Score -2745886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2727510.000000 Penalty: 5054.751953
	Iteration 0F: 3 clusters Score -2727510 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2733793.750000 Penalty: 5054.751953
	Iteration 1F: 3 clusters Score -2733794 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2734336.250000 Penalty: 5054.751953
	Iteration 2Q: 3 clusters Score -2734336 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2735128.500000 Penalty: 5054.751953
	Iteration 3Q: 3 clusters Score -2735128 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2736429.000000 Penalty: 5054.751953
	Iteration 4F: 3 clusters Score -2736429 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2738018.000000 Penalty: 5054.751953
	Iteration 5F: 3 clusters Score -2738018 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2739557.000000 Penalty: 5054.751953
	Iteration 6F: 3 clusters Score -2739557 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2740869.000000 Penalty: 5054.751953
	Iteration 7F: 3 clusters Score -2740869 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2741827.250000 Penalty: 5054.751953
	Iteration 8F: 3 clusters Score -2741827 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2742485.250000 Penalty: 5054.751953
	Iteration 9F: 3 clusters Score -2742485 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2742927.000000 Penalty: 5054.751953
	Iteration 10Q: 3 clusters Score -2742927 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2743213.000000 Penalty: 5054.751953
	Iteration 11Q: 3 clusters Score -2743213 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2743463.750000 Penalty: 5054.751953
	Iteration 12Q: 3 clusters Score -2743464 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2743631.250000 Penalty: 5054.751953
	Iteration 13Q: 3 clusters Score -2743631 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2743782.000000 Penalty: 5054.751953
	Iteration 14Q: 3 clusters Score -2743782 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2743914.500000 Penalty: 5054.751953
	Iteration 15Q: 3 clusters Score -2743914 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2744006.750000 Penalty: 5054.751953
	Iteration 16Q: 3 clusters Score -2744007 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2744128.500000 Penalty: 5054.751953
	Iteration 17Q: 3 clusters Score -2744128 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2744204.750000 Penalty: 5054.751953
	Iteration 18Q: 3 clusters Score -2744205 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2744306.750000 Penalty: 5054.751953
	Iteration 19Q: 3 clusters Score -2744307 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -2744370.000000 Penalty: 5054.751953
	Iteration 20F: 3 clusters Score -2744370 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2744438.250000 Penalty: 5054.751953
	Iteration 21Q: 3 clusters Score -2744438 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2744492.750000 Penalty: 5054.751953
	Iteration 22Q: 3 clusters Score -2744493 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2744529.000000 Penalty: 5054.751953
	Iteration 23Q: 3 clusters Score -2744529 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2744546.250000 Penalty: 5054.751953
	Iteration 24Q: 3 clusters Score -2744546 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2744579.000000 Penalty: 5054.751953
	Iteration 25Q: 3 clusters Score -2744579 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -2744591.500000 Penalty: 5054.751953
	Iteration 26Q: 3 clusters Score -2744592 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2744619.250000 Penalty: 5054.751953
	Iteration 27Q: 3 clusters Score -2744619 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2744642.250000 Penalty: 5054.751953
	Iteration 28Q: 3 clusters Score -2744642 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2744680.500000 Penalty: 5054.751953
	Iteration 29Q: 3 clusters Score -2744680 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2744716.750000 Penalty: 5054.751953
	Iteration 30Q: 3 clusters Score -2744717 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2744756.000000 Penalty: 5054.751953
	Iteration 31Q: 3 clusters Score -2744756 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2744788.250000 Penalty: 5054.751953
	Iteration 32Q: 3 clusters Score -2744788 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2744816.000000 Penalty: 5054.751953
	Iteration 33Q: 3 clusters Score -2744816 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2744856.250000 Penalty: 5054.751953
	Iteration 34Q: 3 clusters Score -2744856 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2744891.500000 Penalty: 5054.751953
	Iteration 35Q: 3 clusters Score -2744892 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2744932.500000 Penalty: 5054.751953
	Iteration 36Q: 3 clusters Score -2744932 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2744963.500000 Penalty: 5054.751953
	Iteration 37Q: 3 clusters Score -2744964 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2745006.250000 Penalty: 5054.751953
	Iteration 38Q: 3 clusters Score -2745006 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2745069.500000 Penalty: 5054.751953
	Iteration 39Q: 3 clusters Score -2745070 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2745102.750000 Penalty: 5054.751953
	Iteration 40F: 3 clusters Score -2745103 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2745160.000000 Penalty: 5054.751953
	Iteration 41Q: 3 clusters Score -2745160 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2745245.250000 Penalty: 5054.751953
	Iteration 42Q: 3 clusters Score -2745245 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2745392.250000 Penalty: 5054.751953
	Iteration 43Q: 3 clusters Score -2745392 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2745614.000000 Penalty: 5054.751953
	Iteration 44Q: 3 clusters Score -2745614 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2745830.500000 Penalty: 5054.751953
	Iteration 45Q: 3 clusters Score -2745830 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2745941.500000 Penalty: 5054.751953
	Iteration 46Q: 3 clusters Score -2745942 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2745969.250000 Penalty: 5054.751953
	Iteration 47Q: 3 clusters Score -2745969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2745994.500000 Penalty: 5054.751953
	Iteration 48Q: 3 clusters Score -2745994 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2745996.250000 Penalty: 5054.751953
	Iteration 49Q: 3 clusters Score -2745996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2746015.500000 Penalty: 5054.751953
	Iteration 50Q: 3 clusters Score -2746016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2746016.250000 Penalty: 5054.751953
	Iteration 51Q: 3 clusters Score -2746016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2746027.250000 Penalty: 5054.751953
	Iteration 52Q: 3 clusters Score -2746027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2746028.750000 Penalty: 5054.751953
	Iteration 53Q: 3 clusters Score -2746029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2746029.500000 Penalty: 5054.751953
	Iteration 54Q: 3 clusters Score -2746030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2746032.500000 Penalty: 5054.751953
	Iteration 55Q: 3 clusters Score -2746032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2746032.500000 Penalty: 5054.751953
	Iteration 56Q: 3 clusters Score -2746032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2746036.250000 Penalty: 5054.751953
	Iteration 57Q: 3 clusters Score -2746036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2746040.000000 Penalty: 5054.751953
	Iteration 58Q: 3 clusters Score -2746040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2746039.000000 Penalty: 5054.751953
	Iteration 59Q: 3 clusters Score -2746039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2746040.250000 Penalty: 5054.751953
	Iteration 60F: 3 clusters Score -2746040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2746041.000000 Penalty: 5054.751953
	Iteration 61Q: 3 clusters Score -2746041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2746040.000000 Penalty: 5054.751953
	Iteration 62Q: 3 clusters Score -2746040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2746042.750000 Penalty: 5054.751953
	Iteration 63Q: 3 clusters Score -2746043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2746042.750000 Penalty: 5054.751953
	Iteration 64Q: 3 clusters Score -2746043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -2746042.250000 Penalty: 5054.751953
	Iteration 65Q: 3 clusters Score -2746042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -2746045.500000 Penalty: 5054.751953
	Iteration 66Q: 3 clusters Score -2746046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2746043.250000 Penalty: 5054.751953
	Iteration 67Q: 3 clusters Score -2746043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2746044.250000 Penalty: 5054.751953
	Iteration 68Q: 3 clusters Score -2746044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2746041.000000 Penalty: 5054.751953
	Iteration 69Q: 3 clusters Score -2746041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2746044.000000 Penalty: 5054.751953
	Iteration 70Q: 3 clusters Score -2746044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2746044.250000 Penalty: 5054.751953
	Iteration 71Q: 3 clusters Score -2746044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2746043.250000 Penalty: 5054.751953
	Iteration 72Q: 3 clusters Score -2746043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2746043.250000 Penalty: 5054.751953
	Iteration 73F: 3 clusters Score -2746043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 336013 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 57873 members 
Mstep: Class 4 contains 115862 members 
Mstep: Class 5 contains 51474 members 
Mstep: Class 6 contains 36842 members 
Mstep: Class 7 contains 23781 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 18673 members 
Mstep: Class 10 contains 2305 members 
Mstep: Class 11 contains 179936 members 
Mstep: Class 12 contains 2882 members 
Mstep: Class 13 contains 45848 members 
Mstep: Class 14 contains 4362 members 
Mstep: Class 16 contains 1810 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 19 contains 8532 members 
Mstep: Class 20 contains 2482 members 
Entering Unmasked Estep 
Score: -97940416.000000 Penalty: 61207.128906
Splitting cluster 7 changes total score from -97941528.000000 to -97940416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (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: -156258.953125 Penalty: 1806.805664
	Iteration 0F: 2 clusters Score -156259 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 712 members 
Entering Unmasked Estep 
Score: -154033.125000 Penalty: 3613.611328
	Iteration 0F: 3 clusters Score -154033.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -154382.734375 Penalty: 3613.611328
	Iteration 1F: 3 clusters Score -154382.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -154471.625000 Penalty: 3613.611328
	Iteration 2F: 3 clusters Score -154471.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -154521.437500 Penalty: 3613.611328
	Iteration 3Q: 3 clusters Score -154521.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -154561.484375 Penalty: 3613.611328
	Iteration 4Q: 3 clusters Score -154561.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -154576.484375 Penalty: 3613.611328
	Iteration 5Q: 3 clusters Score -154576.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -154587.406250 Penalty: 3613.611328
	Iteration 6Q: 3 clusters Score -154587.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -154596.593750 Penalty: 3613.611328
	Iteration 7Q: 3 clusters Score -154596.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -154604.703125 Penalty: 3613.611328
	Iteration 8Q: 3 clusters Score -154604.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -154616.656250 Penalty: 3613.611328
	Iteration 9Q: 3 clusters Score -154616.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -154628.187500 Penalty: 3613.611328
	Iteration 10Q: 3 clusters Score -154628.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -154637.562500 Penalty: 3613.611328
	Iteration 11Q: 3 clusters Score -154637.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -154651.765625 Penalty: 3613.611328
	Iteration 12Q: 3 clusters Score -154651.8 nChanged 13
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: -154661.437500 Penalty: 3613.611328
	Iteration 13Q: 3 clusters Score -154661.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -154670.500000 Penalty: 3613.611328
	Iteration 14Q: 3 clusters Score -154670.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -154678.281250 Penalty: 3613.611328
	Iteration 15Q: 3 clusters Score -154678.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -154684.437500 Penalty: 3613.611328
	Iteration 16Q: 3 clusters Score -154684.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -154691.375000 Penalty: 3613.611328
	Iteration 17Q: 3 clusters Score -154691.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -154704.281250 Penalty: 3613.611328
	Iteration 18Q: 3 clusters Score -154704.3 nChanged 11
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: -154717.453125 Penalty: 3613.611328
	Iteration 19Q: 3 clusters Score -154717.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -154726.015625 Penalty: 3613.611328
	Iteration 20F: 3 clusters Score -154726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -154733.109375 Penalty: 3613.611328
	Iteration 21Q: 3 clusters Score -154733.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -154738.046875 Penalty: 3613.611328
	Iteration 22Q: 3 clusters Score -154738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -154740.312500 Penalty: 3613.611328
	Iteration 23Q: 3 clusters Score -154740.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -154744.203125 Penalty: 3613.611328
	Iteration 24Q: 3 clusters Score -154744.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -154747.750000 Penalty: 3613.611328
	Iteration 25Q: 3 clusters Score -154747.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -154752.468750 Penalty: 3613.611328
	Iteration 26Q: 3 clusters Score -154752.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -154754.031250 Penalty: 3613.611328
	Iteration 27Q: 3 clusters Score -154754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -154755.000000 Penalty: 3613.611328
	Iteration 28Q: 3 clusters Score -154755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -154757.265625 Penalty: 3613.611328
	Iteration 29Q: 3 clusters Score -154757.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -154760.187500 Penalty: 3613.611328
	Iteration 30Q: 3 clusters Score -154760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -154761.625000 Penalty: 3613.611328
	Iteration 31Q: 3 clusters Score -154761.6 nChanged 4
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: -154763.968750 Penalty: 3613.611328
	Iteration 32Q: 3 clusters Score -154764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -154765.375000 Penalty: 3613.611328
	Iteration 33Q: 3 clusters Score -154765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -154766.218750 Penalty: 3613.611328
	Iteration 34Q: 3 clusters Score -154766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -154766.875000 Penalty: 3613.611328
	Iteration 35Q: 3 clusters Score -154766.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -154770.921875 Penalty: 3613.611328
	Iteration 36Q: 3 clusters Score -154770.9 nChanged 4
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: -154773.953125 Penalty: 3613.611328
	Iteration 37Q: 3 clusters Score -154774 nChanged 2
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: -154775.718750 Penalty: 3613.611328
	Iteration 38Q: 3 clusters Score -154775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -154776.625000 Penalty: 3613.611328
	Iteration 39Q: 3 clusters Score -154776.6 nChanged 3
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: -154777.890625 Penalty: 3613.611328
	Iteration 40F: 3 clusters Score -154777.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -154778.640625 Penalty: 3613.611328
	Iteration 41Q: 3 clusters Score -154778.6 nChanged 3
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: -154784.093750 Penalty: 3613.611328
	Iteration 42Q: 3 clusters Score -154784.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -154786.515625 Penalty: 3613.611328
	Iteration 43Q: 3 clusters Score -154786.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -154787.578125 Penalty: 3613.611328
	Iteration 44Q: 3 clusters Score -154787.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -154788.140625 Penalty: 3613.611328
	Iteration 45Q: 3 clusters Score -154788.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -154788.140625 Penalty: 3613.611328
	Iteration 46F: 3 clusters Score -154788.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Entering Unmasked Estep 
Score: -2100318.250000 Penalty: 2439.038818
	Iteration 0F: 2 clusters Score -2100318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2087208.000000 Penalty: 4878.077637
	Iteration 0F: 3 clusters Score -2087208 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2091674.750000 Penalty: 4878.077637
	Iteration 1F: 3 clusters Score -2091675 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2092224.375000 Penalty: 4878.077637
	Iteration 2F: 3 clusters Score -2092224 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2092833.500000 Penalty: 4878.077637
	Iteration 3F: 3 clusters Score -2092834 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2093481.750000 Penalty: 4878.077637
	Iteration 4F: 3 clusters Score -2093482 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2094290.750000 Penalty: 4878.077637
	Iteration 5F: 3 clusters Score -2094291 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2095192.625000 Penalty: 4878.077637
	Iteration 6F: 3 clusters Score -2095193 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2096063.250000 Penalty: 4878.077637
	Iteration 7F: 3 clusters Score -2096063 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2096837.500000 Penalty: 4878.077637
	Iteration 8Q: 3 clusters Score -2096838 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2097458.500000 Penalty: 4878.077637
	Iteration 9Q: 3 clusters Score -2097458 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2097889.000000 Penalty: 4878.077637
	Iteration 10Q: 3 clusters Score -2097889 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2098273.500000 Penalty: 4878.077637
	Iteration 11Q: 3 clusters Score -2098274 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2098648.500000 Penalty: 4878.077637
	Iteration 12Q: 3 clusters Score -2098648 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2098928.000000 Penalty: 4878.077637
	Iteration 13Q: 3 clusters Score -2098928 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2099140.500000 Penalty: 4878.077637
	Iteration 14Q: 3 clusters Score -2099140 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2099307.000000 Penalty: 4878.077637
	Iteration 15Q: 3 clusters Score -2099307 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2099385.250000 Penalty: 4878.077637
	Iteration 16Q: 3 clusters Score -2099385 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2099424.500000 Penalty: 4878.077637
	Iteration 17Q: 3 clusters Score -2099424 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2099444.500000 Penalty: 4878.077637
	Iteration 18Q: 3 clusters Score -2099444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2099457.500000 Penalty: 4878.077637
	Iteration 19Q: 3 clusters Score -2099458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2099460.000000 Penalty: 4878.077637
	Iteration 20F: 3 clusters Score -2099460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2099462.250000 Penalty: 4878.077637
	Iteration 21Q: 3 clusters Score -2099462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2099466.750000 Penalty: 4878.077637
	Iteration 22Q: 3 clusters Score -2099467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2099465.000000 Penalty: 4878.077637
	Iteration 23Q: 3 clusters Score -2099465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2099465.750000 Penalty: 4878.077637
	Iteration 24Q: 3 clusters Score -2099466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2099465.500000 Penalty: 4878.077637
	Iteration 25Q: 3 clusters Score -2099466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2099465.500000 Penalty: 4878.077637
	Iteration 26F: 3 clusters Score -2099466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -208222.062500 Penalty: 1920.223389
	Iteration 0F: 2 clusters Score -208222.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -205636.234375 Penalty: 3840.446777
	Iteration 0F: 3 clusters Score -205636.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -207066.578125 Penalty: 3840.446777
	Iteration 1F: 3 clusters Score -207066.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -208121.187500 Penalty: 3840.446777
	Iteration 2F: 3 clusters Score -208121.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -208904.468750 Penalty: 3840.446777
	Iteration 3F: 3 clusters Score -208904.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -209190.390625 Penalty: 3840.446777
	Iteration 4F: 3 clusters Score -209190.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -209302.671875 Penalty: 3840.446777
	Iteration 5Q: 3 clusters Score -209302.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -209347.093750 Penalty: 3840.446777
	Iteration 6Q: 3 clusters Score -209347.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -209373.937500 Penalty: 3840.446777
	Iteration 7Q: 3 clusters Score -209373.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -209392.421875 Penalty: 3840.446777
	Iteration 8Q: 3 clusters Score -209392.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -209406.796875 Penalty: 3840.446777
	Iteration 9Q: 3 clusters Score -209406.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -209423.937500 Penalty: 3840.446777
	Iteration 10Q: 3 clusters Score -209423.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -209459.984375 Penalty: 3840.446777
	Iteration 11Q: 3 clusters Score -209460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -209493.859375 Penalty: 3840.446777
	Iteration 12Q: 3 clusters Score -209493.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -209562.750000 Penalty: 3840.446777
	Iteration 13Q: 3 clusters Score -209562.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -209705.750000 Penalty: 3840.446777
	Iteration 14Q: 3 clusters Score -209705.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -209863.718750 Penalty: 3840.446777
	Iteration 15Q: 3 clusters Score -209863.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -209939.890625 Penalty: 3840.446777
	Iteration 16Q: 3 clusters Score -209939.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -209958.906250 Penalty: 3840.446777
	Iteration 17Q: 3 clusters Score -209958.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -209966.531250 Penalty: 3840.446777
	Iteration 18Q: 3 clusters Score -209966.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -209967.531250 Penalty: 3840.446777
	Iteration 19Q: 3 clusters Score -209967.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -209967.531250 Penalty: 3840.446777
	Iteration 20F: 3 clusters Score -209967.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 336013 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 57873 members 
Mstep: Class 4 contains 115862 members 
Mstep: Class 5 contains 51474 members 
Mstep: Class 6 contains 36842 members 
Mstep: Class 7 contains 26663 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 18673 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 179936 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 45848 members 
Mstep: Class 14 contains 4362 members 
Mstep: Class 16 contains 1810 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 19 contains 8532 members 
Mstep: Class 20 contains 2482 members 
Entering Unmasked Estep 
Score: -97941664.000000 Penalty: 61207.128906
Splitting cluster 10 changes total score from -97941528.000000 to -97941664.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 11 (179936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179936 members 
Entering Unmasked Estep 
Score: -20120174.000000 Penalty: 3000.888428
	Iteration 0F: 2 clusters Score -2.012017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89531 members 
Mstep: Class 2 contains 90405 members 
Entering Unmasked Estep 
Score: -20009100.000000 Penalty: 6001.776855
	Iteration 0F: 3 clusters Score -2.00091e+07 nChanged 86021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82760 members 
Mstep: Class 2 contains 97176 members 
Entering Unmasked Estep 
Score: -20063424.000000 Penalty: 6001.776855
	Iteration 1F: 3 clusters Score -2.006342e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 101747 members 
Entering Unmasked Estep 
Score: -20069752.000000 Penalty: 6001.776855
	Iteration 2F: 3 clusters Score -2.006975e+07 nChanged 12310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72747 members 
Mstep: Class 2 contains 107189 members 
Entering Unmasked Estep 
Score: -20078880.000000 Penalty: 6001.776855
	Iteration 3F: 3 clusters Score -2.007888e+07 nChanged 13726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67577 members 
Mstep: Class 2 contains 112359 members 
Entering Unmasked Estep 
Score: -20090290.000000 Penalty: 6001.776855
	Iteration 4F: 3 clusters Score -2.009029e+07 nChanged 13670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64655 members 
Mstep: Class 2 contains 115281 members 
Entering Unmasked Estep 
Score: -20102990.000000 Penalty: 6001.776855
	Iteration 5F: 3 clusters Score -2.010299e+07 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 114814 members 
Entering Unmasked Estep 
Score: -20114732.000000 Penalty: 6001.776855
	Iteration 6F: 3 clusters Score -2.011473e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67770 members 
Mstep: Class 2 contains 112166 members 
Entering Unmasked Estep 
Score: -20123662.000000 Penalty: 6001.776855
	Iteration 7F: 3 clusters Score -2.012366e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70743 members 
Mstep: Class 2 contains 109193 members 
Entering Unmasked Estep 
Score: -20128420.000000 Penalty: 6001.776855
	Iteration 8Q: 3 clusters Score -2.012842e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73197 members 
Mstep: Class 2 contains 106739 members 
Entering Unmasked Estep 
Score: -20130536.000000 Penalty: 6001.776855
	Iteration 9Q: 3 clusters Score -2.013054e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 104720 members 
Entering Unmasked Estep 
Score: -20131590.000000 Penalty: 6001.776855
	Iteration 10Q: 3 clusters Score -2.013159e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76865 members 
Mstep: Class 2 contains 103071 members 
Entering Unmasked Estep 
Score: -20132098.000000 Penalty: 6001.776855
	Iteration 11Q: 3 clusters Score -2.01321e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78326 members 
Mstep: Class 2 contains 101610 members 
Entering Unmasked Estep 
Score: -20132424.000000 Penalty: 6001.776855
	Iteration 12Q: 3 clusters Score -2.013242e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79585 members 
Mstep: Class 2 contains 100351 members 
Entering Unmasked Estep 
Score: -20132716.000000 Penalty: 6001.776855
	Iteration 13Q: 3 clusters Score -2.013272e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -20132804.000000 Penalty: 6001.776855
	Iteration 14Q: 3 clusters Score -2.01328e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81534 members 
Mstep: Class 2 contains 98402 members 
Entering Unmasked Estep 
Score: -20132944.000000 Penalty: 6001.776855
	Iteration 15Q: 3 clusters Score -2.013294e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82333 members 
Mstep: Class 2 contains 97603 members 
Entering Unmasked Estep 
Score: -20133036.000000 Penalty: 6001.776855
	Iteration 16Q: 3 clusters Score -2.013304e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83069 members 
Mstep: Class 2 contains 96867 members 
Entering Unmasked Estep 
Score: -20133114.000000 Penalty: 6001.776855
	Iteration 17Q: 3 clusters Score -2.013311e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83708 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -20133086.000000 Penalty: 6001.776855
	Iteration 18Q: 3 clusters Score -2.013309e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84296 members 
Mstep: Class 2 contains 95640 members 
Entering Unmasked Estep 
Score: -20133194.000000 Penalty: 6001.776855
	Iteration 19Q: 3 clusters Score -2.013319e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84843 members 
Mstep: Class 2 contains 95093 members 
Entering Unmasked Estep 
Score: -20133210.000000 Penalty: 6001.776855
	Iteration 20F: 3 clusters Score -2.013321e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 94563 members 
Entering Unmasked Estep 
Score: -20133210.000000 Penalty: 6001.776855
	Iteration 21Q: 3 clusters Score -2.013321e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85838 members 
Mstep: Class 2 contains 94098 members 
Entering Unmasked Estep 
Score: -20133198.000000 Penalty: 6001.776855
	Iteration 22Q: 3 clusters Score -2.01332e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86233 members 
Mstep: Class 2 contains 93703 members 
Entering Unmasked Estep 
Score: -20133234.000000 Penalty: 6001.776855
	Iteration 23Q: 3 clusters Score -2.013323e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 93368 members 
Entering Unmasked Estep 
Score: -20133244.000000 Penalty: 6001.776855
	Iteration 24Q: 3 clusters Score -2.013324e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86853 members 
Mstep: Class 2 contains 93083 members 
Entering Unmasked Estep 
Score: -20133288.000000 Penalty: 6001.776855
	Iteration 25Q: 3 clusters Score -2.013329e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87111 members 
Mstep: Class 2 contains 92825 members 
Entering Unmasked Estep 
Score: -20133310.000000 Penalty: 6001.776855
	Iteration 26Q: 3 clusters Score -2.013331e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87320 members 
Mstep: Class 2 contains 92616 members 
Entering Unmasked Estep 
Score: -20133286.000000 Penalty: 6001.776855
	Iteration 27Q: 3 clusters Score -2.013329e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87501 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -20133312.000000 Penalty: 6001.776855
	Iteration 28Q: 3 clusters Score -2.013331e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Mstep: Class 2 contains 92283 members 
Entering Unmasked Estep 
Score: -20133252.000000 Penalty: 6001.776855
	Iteration 29Q: 3 clusters Score -2.013325e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87797 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -20133234.000000 Penalty: 6001.776855
	Iteration 30Q: 3 clusters Score -2.013323e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87948 members 
Mstep: Class 2 contains 91988 members 
Entering Unmasked Estep 
Score: -20133226.000000 Penalty: 6001.776855
	Iteration 31Q: 3 clusters Score -2.013323e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88081 members 
Mstep: Class 2 contains 91855 members 
Entering Unmasked Estep 
Score: -20133232.000000 Penalty: 6001.776855
	Iteration 32Q: 3 clusters Score -2.013323e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88201 members 
Mstep: Class 2 contains 91735 members 
Entering Unmasked Estep 
Score: -20133246.000000 Penalty: 6001.776855
	Iteration 33Q: 3 clusters Score -2.013325e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88314 members 
Mstep: Class 2 contains 91622 members 
Entering Unmasked Estep 
Score: -20133246.000000 Penalty: 6001.776855
	Iteration 34Q: 3 clusters Score -2.013325e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88411 members 
Mstep: Class 2 contains 91525 members 
Entering Unmasked Estep 
Score: -20133216.000000 Penalty: 6001.776855
	Iteration 35Q: 3 clusters Score -2.013322e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88492 members 
Mstep: Class 2 contains 91444 members 
Entering Unmasked Estep 
Score: -20133240.000000 Penalty: 6001.776855
	Iteration 36Q: 3 clusters Score -2.013324e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88572 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -20133238.000000 Penalty: 6001.776855
	Iteration 37Q: 3 clusters Score -2.013324e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88645 members 
Mstep: Class 2 contains 91291 members 
Entering Unmasked Estep 
Score: -20133224.000000 Penalty: 6001.776855
	Iteration 38Q: 3 clusters Score -2.013322e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88711 members 
Mstep: Class 2 contains 91225 members 
Entering Unmasked Estep 
Score: -20133204.000000 Penalty: 6001.776855
	Iteration 39Q: 3 clusters Score -2.01332e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 91180 members 
Entering Unmasked Estep 
Score: -20133206.000000 Penalty: 6001.776855
	Iteration 40F: 3 clusters Score -2.013321e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88788 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -20133180.000000 Penalty: 6001.776855
	Iteration 41Q: 3 clusters Score -2.013318e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88815 members 
Mstep: Class 2 contains 91121 members 
Entering Unmasked Estep 
Score: -20133178.000000 Penalty: 6001.776855
	Iteration 42Q: 3 clusters Score -2.013318e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88834 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -20133190.000000 Penalty: 6001.776855
	Iteration 43Q: 3 clusters Score -2.013319e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88854 members 
Mstep: Class 2 contains 91082 members 
Entering Unmasked Estep 
Score: -20133200.000000 Penalty: 6001.776855
	Iteration 44Q: 3 clusters Score -2.01332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88881 members 
Mstep: Class 2 contains 91055 members 
Entering Unmasked Estep 
Score: -20133214.000000 Penalty: 6001.776855
	Iteration 45Q: 3 clusters Score -2.013321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 91031 members 
Entering Unmasked Estep 
Score: -20133206.000000 Penalty: 6001.776855
	Iteration 46Q: 3 clusters Score -2.013321e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -20133210.000000 Penalty: 6001.776855
	Iteration 47Q: 3 clusters Score -2.013321e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88944 members 
Mstep: Class 2 contains 90992 members 
Entering Unmasked Estep 
Score: -20133202.000000 Penalty: 6001.776855
	Iteration 48Q: 3 clusters Score -2.01332e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88970 members 
Mstep: Class 2 contains 90966 members 
Entering Unmasked Estep 
Score: -20133194.000000 Penalty: 6001.776855
	Iteration 49Q: 3 clusters Score -2.013319e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88991 members 
Mstep: Class 2 contains 90945 members 
Entering Unmasked Estep 
Score: -20133184.000000 Penalty: 6001.776855
	Iteration 50Q: 3 clusters Score -2.013318e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 90922 members 
Entering Unmasked Estep 
Score: -20133174.000000 Penalty: 6001.776855
	Iteration 51Q: 3 clusters Score -2.013317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89037 members 
Mstep: Class 2 contains 90899 members 
Entering Unmasked Estep 
Score: -20133174.000000 Penalty: 6001.776855
	Iteration 52Q: 3 clusters Score -2.013317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89050 members 
Mstep: Class 2 contains 90886 members 
Entering Unmasked Estep 
Score: -20133172.000000 Penalty: 6001.776855
	Iteration 53Q: 3 clusters Score -2.013317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89060 members 
Mstep: Class 2 contains 90876 members 
Entering Unmasked Estep 
Score: -20133176.000000 Penalty: 6001.776855
	Iteration 54Q: 3 clusters Score -2.013318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89065 members 
Mstep: Class 2 contains 90871 members 
Entering Unmasked Estep 
Score: -20133186.000000 Penalty: 6001.776855
	Iteration 55Q: 3 clusters Score -2.013319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89073 members 
Mstep: Class 2 contains 90863 members 
Entering Unmasked Estep 
Score: -20133184.000000 Penalty: 6001.776855
	Iteration 56Q: 3 clusters Score -2.013318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89079 members 
Mstep: Class 2 contains 90857 members 
Entering Unmasked Estep 
Score: -20133190.000000 Penalty: 6001.776855
	Iteration 57Q: 3 clusters Score -2.013319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89087 members 
Mstep: Class 2 contains 90849 members 
Entering Unmasked Estep 
Score: -20133184.000000 Penalty: 6001.776855
	Iteration 58Q: 3 clusters Score -2.013318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89094 members 
Mstep: Class 2 contains 90842 members 
Entering Unmasked Estep 
Score: -20133176.000000 Penalty: 6001.776855
	Iteration 59Q: 3 clusters Score -2.013318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89099 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -20133178.000000 Penalty: 6001.776855
	Iteration 60F: 3 clusters Score -2.013318e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89103 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -20133174.000000 Penalty: 6001.776855
	Iteration 61Q: 3 clusters Score -2.013317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89108 members 
Mstep: Class 2 contains 90828 members 
Entering Unmasked Estep 
Score: -20133176.000000 Penalty: 6001.776855
	Iteration 62Q: 3 clusters Score -2.013318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89114 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -20133194.000000 Penalty: 6001.776855
	Iteration 63Q: 3 clusters Score -2.013319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89120 members 
Mstep: Class 2 contains 90816 members 
Entering Unmasked Estep 
Score: -20133182.000000 Penalty: 6001.776855
	Iteration 64Q: 3 clusters Score -2.013318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89122 members 
Mstep: Class 2 contains 90814 members 
Entering Unmasked Estep 
Score: -20133192.000000 Penalty: 6001.776855
	Iteration 65Q: 3 clusters Score -2.013319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89123 members 
Mstep: Class 2 contains 90813 members 
Entering Unmasked Estep 
Score: -20133196.000000 Penalty: 6001.776855
	Iteration 66Q: 3 clusters Score -2.01332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89124 members 
Mstep: Class 2 contains 90812 members 
Entering Unmasked Estep 
Score: -20133196.000000 Penalty: 6001.776855
	Iteration 67Q: 3 clusters Score -2.01332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89126 members 
Mstep: Class 2 contains 90810 members 
Entering Unmasked Estep 
Score: -20133202.000000 Penalty: 6001.776855
	Iteration 68Q: 3 clusters Score -2.01332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89127 members 
Mstep: Class 2 contains 90809 members 
Entering Unmasked Estep 
Score: -20133196.000000 Penalty: 6001.776855
	Iteration 69Q: 3 clusters Score -2.01332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89128 members 
Mstep: Class 2 contains 90808 members 
Entering Unmasked Estep 
Score: -20133210.000000 Penalty: 6001.776855
	Iteration 70Q: 3 clusters Score -2.013321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89130 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -20133202.000000 Penalty: 6001.776855
	Iteration 71Q: 3 clusters Score -2.01332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89131 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -20133202.000000 Penalty: 6001.776855
	Iteration 72Q: 3 clusters Score -2.01332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89131 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -20133202.000000 Penalty: 6001.776855
	Iteration 73F: 3 clusters Score -2.01332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 336013 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 57873 members 
Mstep: Class 4 contains 115862 members 
Mstep: Class 5 contains 51474 members 
Mstep: Class 6 contains 36842 members 
Mstep: Class 7 contains 26663 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 18673 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 89131 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 45848 members 
Mstep: Class 14 contains 4362 members 
Mstep: Class 15 contains 90805 members 
Mstep: Class 16 contains 1810 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 19 contains 8532 members 
Mstep: Class 20 contains 2482 members 
Entering Unmasked Estep 
Score: -97954920.000000 Penalty: 64607.523438
Splitting cluster 11 changes total score from -97941528.000000 to -97954920.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 13 (45848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Entering Unmasked Estep 
Score: -4967590.000000 Penalty: 2661.805420
	Iteration 0F: 2 clusters Score -4967590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -4936522.500000 Penalty: 5323.610840
	Iteration 0F: 3 clusters Score -4936522 nChanged 21056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -4948130.000000 Penalty: 5323.610840
	Iteration 1F: 3 clusters Score -4948130 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -4948613.500000 Penalty: 5323.610840
	Iteration 2Q: 3 clusters Score -4948614 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -4949150.000000 Penalty: 5323.610840
	Iteration 3Q: 3 clusters Score -4949150 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -4949734.000000 Penalty: 5323.610840
	Iteration 4Q: 3 clusters Score -4949734 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -4950579.500000 Penalty: 5323.610840
	Iteration 5Q: 3 clusters Score -4950580 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -4951869.500000 Penalty: 5323.610840
	Iteration 6F: 3 clusters Score -4951870 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -4953837.500000 Penalty: 5323.610840
	Iteration 7F: 3 clusters Score -4953838 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -4956353.000000 Penalty: 5323.610840
	Iteration 8F: 3 clusters Score -4956353 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -4958787.000000 Penalty: 5323.610840
	Iteration 9F: 3 clusters Score -4958787 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -4960605.500000 Penalty: 5323.610840
	Iteration 10F: 3 clusters Score -4960606 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -4961710.000000 Penalty: 5323.610840
	Iteration 11Q: 3 clusters Score -4961710 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -4962341.000000 Penalty: 5323.610840
	Iteration 12Q: 3 clusters Score -4962341 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -4962785.000000 Penalty: 5323.610840
	Iteration 13Q: 3 clusters Score -4962785 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -4963135.500000 Penalty: 5323.610840
	Iteration 14Q: 3 clusters Score -4963136 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -4963404.500000 Penalty: 5323.610840
	Iteration 15Q: 3 clusters Score -4963404 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -4963686.000000 Penalty: 5323.610840
	Iteration 16Q: 3 clusters Score -4963686 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -4964057.500000 Penalty: 5323.610840
	Iteration 17Q: 3 clusters Score -4964058 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -4964580.500000 Penalty: 5323.610840
	Iteration 18Q: 3 clusters Score -4964580 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -4965098.500000 Penalty: 5323.610840
	Iteration 19Q: 3 clusters Score -4965098 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -4965485.000000 Penalty: 5323.610840
	Iteration 20F: 3 clusters Score -4965485 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -4965745.500000 Penalty: 5323.610840
	Iteration 21Q: 3 clusters Score -4965746 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -4965904.500000 Penalty: 5323.610840
	Iteration 22Q: 3 clusters Score -4965904 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -4966012.000000 Penalty: 5323.610840
	Iteration 23Q: 3 clusters Score -4966012 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -4966072.500000 Penalty: 5323.610840
	Iteration 24Q: 3 clusters Score -4966072 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -4966079.000000 Penalty: 5323.610840
	Iteration 25Q: 3 clusters Score -4966079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -4966091.500000 Penalty: 5323.610840
	Iteration 26Q: 3 clusters Score -4966092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -4966099.000000 Penalty: 5323.610840
	Iteration 27Q: 3 clusters Score -4966099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -4966108.500000 Penalty: 5323.610840
	Iteration 28Q: 3 clusters Score -4966108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -4966115.000000 Penalty: 5323.610840
	Iteration 29Q: 3 clusters Score -4966115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -4966124.000000 Penalty: 5323.610840
	Iteration 30Q: 3 clusters Score -4966124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -4966124.000000 Penalty: 5323.610840
	Iteration 31Q: 3 clusters Score -4966124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -4966123.000000 Penalty: 5323.610840
	Iteration 32Q: 3 clusters Score -4966123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -4966128.500000 Penalty: 5323.610840
	Iteration 33Q: 3 clusters Score -4966128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -4966128.000000 Penalty: 5323.610840
	Iteration 34Q: 3 clusters Score -4966128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -4966125.500000 Penalty: 5323.610840
	Iteration 35Q: 3 clusters Score -4966126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -4966120.500000 Penalty: 5323.610840
	Iteration 36Q: 3 clusters Score -4966120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -4966127.500000 Penalty: 5323.610840
	Iteration 37Q: 3 clusters Score -4966128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -4966128.500000 Penalty: 5323.610840
	Iteration 38Q: 3 clusters Score -4966128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -4966130.500000 Penalty: 5323.610840
	Iteration 39Q: 3 clusters Score -4966130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -4966128.000000 Penalty: 5323.610840
	Iteration 40F: 3 clusters Score -4966128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -4966132.500000 Penalty: 5323.610840
	Iteration 41Q: 3 clusters Score -4966132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -4966128.500000 Penalty: 5323.610840
	Iteration 42Q: 3 clusters Score -4966128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -4966128.500000 Penalty: 5323.610840
	Iteration 43Q: 3 clusters Score -4966128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -4966131.000000 Penalty: 5323.610840
	Iteration 44Q: 3 clusters Score -4966131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -4966129.500000 Penalty: 5323.610840
	Iteration 45Q: 3 clusters Score -4966130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -4966129.000000 Penalty: 5323.610840
	Iteration 46Q: 3 clusters Score -4966129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -4966130.000000 Penalty: 5323.610840
	Iteration 47Q: 3 clusters Score -4966130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -4966130.000000 Penalty: 5323.610840
	Iteration 48F: 3 clusters Score -4966130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Entering Unmasked Estep 
Score: -397689.375000 Penalty: 2078.410156
	Iteration 0F: 2 clusters Score -397689.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -393855.437500 Penalty: 4156.820312
	Iteration 0F: 3 clusters Score -393855.4 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -396159.250000 Penalty: 4156.820312
	Iteration 1F: 3 clusters Score -396159.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -397613.500000 Penalty: 4156.820312
	Iteration 2F: 3 clusters Score -397613.5 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -399216.031250 Penalty: 4156.820312
	Iteration 3F: 3 clusters Score -399216 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -400718.750000 Penalty: 4156.820312
	Iteration 4F: 3 clusters Score -400718.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -402215.312500 Penalty: 4156.820312
	Iteration 5F: 3 clusters Score -402215.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -403782.781250 Penalty: 4156.820312
	Iteration 6Q: 3 clusters Score -403782.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -404428.593750 Penalty: 4156.820312
	Iteration 7Q: 3 clusters Score -404428.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -404515.500000 Penalty: 4156.820312
	Iteration 8Q: 3 clusters Score -404515.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -404528.562500 Penalty: 4156.820312
	Iteration 9Q: 3 clusters Score -404528.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -404571.000000 Penalty: 4156.820312
	Iteration 10F: 3 clusters Score -404571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -404668.500000 Penalty: 4156.820312
	Iteration 11Q: 3 clusters Score -404668.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -404756.218750 Penalty: 4156.820312
	Iteration 12Q: 3 clusters Score -404756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -404762.937500 Penalty: 4156.820312
	Iteration 13Q: 3 clusters Score -404762.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -404802.843750 Penalty: 4156.820312
	Iteration 14F: 3 clusters Score -404802.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -404835.000000 Penalty: 4156.820312
	Iteration 15Q: 3 clusters Score -404835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -404835.000000 Penalty: 4156.820312
	Iteration 16F: 3 clusters Score -404835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 336013 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 57873 members 
Mstep: Class 4 contains 115862 members 
Mstep: Class 5 contains 51474 members 
Mstep: Class 6 contains 36842 members 
Mstep: Class 7 contains 26663 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 18673 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 89131 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 45848 members 
Mstep: Class 14 contains 3760 members 
Mstep: Class 15 contains 90805 members 
Mstep: Class 16 contains 1810 members 
Mstep: Class 17 contains 2355 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8532 members 
Mstep: Class 20 contains 2482 members 
Entering Unmasked Estep 
Score: -97960640.000000 Penalty: 68007.921875
Splitting cluster 14 changes total score from -97941528.000000 to -97960640.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 16 (1810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Entering Unmasked Estep 
Score: -198014.046875 Penalty: 1860.268311
	Iteration 0F: 2 clusters Score -198014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -195507.421875 Penalty: 3720.536621
	Iteration 0F: 3 clusters Score -195507.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -195939.421875 Penalty: 3720.536621
	Iteration 1F: 3 clusters Score -195939.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -196047.109375 Penalty: 3720.536621
	Iteration 2F: 3 clusters Score -196047.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -196109.312500 Penalty: 3720.536621
	Iteration 3Q: 3 clusters Score -196109.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -196152.578125 Penalty: 3720.536621
	Iteration 4Q: 3 clusters Score -196152.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -196182.265625 Penalty: 3720.536621
	Iteration 5Q: 3 clusters Score -196182.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -196202.812500 Penalty: 3720.536621
	Iteration 6Q: 3 clusters Score -196202.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -196214.625000 Penalty: 3720.536621
	Iteration 7Q: 3 clusters Score -196214.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -196223.078125 Penalty: 3720.536621
	Iteration 8Q: 3 clusters Score -196223.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -196229.546875 Penalty: 3720.536621
	Iteration 9Q: 3 clusters Score -196229.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -196234.312500 Penalty: 3720.536621
	Iteration 10Q: 3 clusters Score -196234.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -196238.453125 Penalty: 3720.536621
	Iteration 11Q: 3 clusters Score -196238.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -196242.234375 Penalty: 3720.536621
	Iteration 12Q: 3 clusters Score -196242.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -196246.703125 Penalty: 3720.536621
	Iteration 13Q: 3 clusters Score -196246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -196251.234375 Penalty: 3720.536621
	Iteration 14Q: 3 clusters Score -196251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -196252.093750 Penalty: 3720.536621
	Iteration 15Q: 3 clusters Score -196252.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -196253.421875 Penalty: 3720.536621
	Iteration 16Q: 3 clusters Score -196253.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -196254.921875 Penalty: 3720.536621
	Iteration 17Q: 3 clusters Score -196254.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -196257.328125 Penalty: 3720.536621
	Iteration 18Q: 3 clusters Score -196257.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -196260.984375 Penalty: 3720.536621
	Iteration 19Q: 3 clusters Score -196261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -196261.671875 Penalty: 3720.536621
	Iteration 20F: 3 clusters Score -196261.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196261.796875 Penalty: 3720.536621
	Iteration 21Q: 3 clusters Score -196261.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196261.796875 Penalty: 3720.536621
	Iteration 22F: 3 clusters Score -196261.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Entering Unmasked Estep 
Score: -240932.093750 Penalty: 1925.545410
	Iteration 0F: 2 clusters Score -240932.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -238099.703125 Penalty: 3851.090820
	Iteration 0F: 3 clusters Score -238099.7 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -238727.546875 Penalty: 3851.090820
	Iteration 1F: 3 clusters Score -238727.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -239095.500000 Penalty: 3851.090820
	Iteration 2F: 3 clusters Score -239095.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -239570.875000 Penalty: 3851.090820
	Iteration 3F: 3 clusters Score -239570.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -240110.359375 Penalty: 3851.090820
	Iteration 4F: 3 clusters Score -240110.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -240734.640625 Penalty: 3851.090820
	Iteration 5F: 3 clusters Score -240734.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -241508.171875 Penalty: 3851.090820
	Iteration 6F: 3 clusters Score -241508.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -242502.687500 Penalty: 3851.090820
	Iteration 7F: 3 clusters Score -242502.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -242655.078125 Penalty: 3851.090820
	Iteration 8Q: 3 clusters Score -242655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -242659.453125 Penalty: 3851.090820
	Iteration 9Q: 3 clusters Score -242659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -242663.437500 Penalty: 3851.090820
	Iteration 10Q: 3 clusters Score -242663.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -242663.671875 Penalty: 3851.090820
	Iteration 11Q: 3 clusters Score -242663.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -242663.671875 Penalty: 3851.090820
	Iteration 12F: 3 clusters Score -242663.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 336013 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 57873 members 
Mstep: Class 4 contains 115862 members 
Mstep: Class 5 contains 51474 members 
Mstep: Class 6 contains 36842 members 
Mstep: Class 7 contains 26663 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 18673 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 89131 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 45848 members 
Mstep: Class 14 contains 3760 members 
Mstep: Class 15 contains 90805 members 
Mstep: Class 16 contains 1810 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8532 members 
Mstep: Class 20 contains 2482 members 
Mstep: Class 21 contains 663 members 
Entering Unmasked Estep 
Score: -97961184.000000 Penalty: 71408.312500
Splitting cluster 17 changes total score from -97941528.000000 to -97961184.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 19 (8532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Entering Unmasked Estep 
Score: -957955.375000 Penalty: 2244.791748
	Iteration 0F: 2 clusters Score -957955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -951232.125000 Penalty: 4489.583496
	Iteration 0F: 3 clusters Score -951232.1 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -953112.062500 Penalty: 4489.583496
	Iteration 1F: 3 clusters Score -953112.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -953440.062500 Penalty: 4489.583496
	Iteration 2F: 3 clusters Score -953440.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -953681.375000 Penalty: 4489.583496
	Iteration 3F: 3 clusters Score -953681.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -953861.062500 Penalty: 4489.583496
	Iteration 4Q: 3 clusters Score -953861.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -954006.375000 Penalty: 4489.583496
	Iteration 5Q: 3 clusters Score -954006.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -954128.750000 Penalty: 4489.583496
	Iteration 6Q: 3 clusters Score -954128.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -954245.812500 Penalty: 4489.583496
	Iteration 7Q: 3 clusters Score -954245.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -954351.500000 Penalty: 4489.583496
	Iteration 8Q: 3 clusters Score -954351.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -954445.687500 Penalty: 4489.583496
	Iteration 9Q: 3 clusters Score -954445.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -954553.812500 Penalty: 4489.583496
	Iteration 10Q: 3 clusters Score -954553.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -954658.562500 Penalty: 4489.583496
	Iteration 11Q: 3 clusters Score -954658.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -954780.875000 Penalty: 4489.583496
	Iteration 12Q: 3 clusters Score -954780.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -954909.312500 Penalty: 4489.583496
	Iteration 13Q: 3 clusters Score -954909.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -955097.062500 Penalty: 4489.583496
	Iteration 14Q: 3 clusters Score -955097.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -955299.562500 Penalty: 4489.583496
	Iteration 15Q: 3 clusters Score -955299.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -955503.750000 Penalty: 4489.583496
	Iteration 16Q: 3 clusters Score -955503.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -955692.875000 Penalty: 4489.583496
	Iteration 17Q: 3 clusters Score -955692.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -955845.312500 Penalty: 4489.583496
	Iteration 18Q: 3 clusters Score -955845.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -955941.250000 Penalty: 4489.583496
	Iteration 19Q: 3 clusters Score -955941.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -956004.375000 Penalty: 4489.583496
	Iteration 20F: 3 clusters Score -956004.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -956054.937500 Penalty: 4489.583496
	Iteration 21Q: 3 clusters Score -956054.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -956100.750000 Penalty: 4489.583496
	Iteration 22Q: 3 clusters Score -956100.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -956141.125000 Penalty: 4489.583496
	Iteration 23Q: 3 clusters Score -956141.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -956166.500000 Penalty: 4489.583496
	Iteration 24Q: 3 clusters Score -956166.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -956188.437500 Penalty: 4489.583496
	Iteration 25Q: 3 clusters Score -956188.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -956201.437500 Penalty: 4489.583496
	Iteration 26Q: 3 clusters Score -956201.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -956207.375000 Penalty: 4489.583496
	Iteration 27Q: 3 clusters Score -956207.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -956214.625000 Penalty: 4489.583496
	Iteration 28Q: 3 clusters Score -956214.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -956225.250000 Penalty: 4489.583496
	Iteration 29Q: 3 clusters Score -956225.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -956236.750000 Penalty: 4489.583496
	Iteration 30Q: 3 clusters Score -956236.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -956243.687500 Penalty: 4489.583496
	Iteration 31Q: 3 clusters Score -956243.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -956246.250000 Penalty: 4489.583496
	Iteration 32Q: 3 clusters Score -956246.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -956252.250000 Penalty: 4489.583496
	Iteration 33Q: 3 clusters Score -956252.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -956259.500000 Penalty: 4489.583496
	Iteration 34Q: 3 clusters Score -956259.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -956260.187500 Penalty: 4489.583496
	Iteration 35Q: 3 clusters Score -956260.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -956266.312500 Penalty: 4489.583496
	Iteration 36Q: 3 clusters Score -956266.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -956271.125000 Penalty: 4489.583496
	Iteration 37Q: 3 clusters Score -956271.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -956276.250000 Penalty: 4489.583496
	Iteration 38Q: 3 clusters Score -956276.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -956279.562500 Penalty: 4489.583496
	Iteration 39Q: 3 clusters Score -956279.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -956281.500000 Penalty: 4489.583496
	Iteration 40F: 3 clusters Score -956281.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -956285.812500 Penalty: 4489.583496
	Iteration 41Q: 3 clusters Score -956285.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -956290.750000 Penalty: 4489.583496
	Iteration 42Q: 3 clusters Score -956290.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -956291.500000 Penalty: 4489.583496
	Iteration 43Q: 3 clusters Score -956291.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -956290.937500 Penalty: 4489.583496
	Iteration 44Q: 3 clusters Score -956290.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -956291.937500 Penalty: 4489.583496
	Iteration 45Q: 3 clusters Score -956291.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -956290.312500 Penalty: 4489.583496
	Iteration 46Q: 3 clusters Score -956290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -956291.562500 Penalty: 4489.583496
	Iteration 47Q: 3 clusters Score -956291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -956292.125000 Penalty: 4489.583496
	Iteration 48Q: 3 clusters Score -956292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -956291.875000 Penalty: 4489.583496
	Iteration 49Q: 3 clusters Score -956291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -956291.875000 Penalty: 4489.583496
	Iteration 50F: 3 clusters Score -956291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Entering Unmasked Estep 
Score: -273408.312500 Penalty: 1938.571411
	Iteration 0F: 2 clusters Score -273408.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -270455.250000 Penalty: 3877.142822
	Iteration 0F: 3 clusters Score -270455.2 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -271021.750000 Penalty: 3877.142822
	Iteration 1F: 3 clusters Score -271021.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -271215.656250 Penalty: 3877.142822
	Iteration 2F: 3 clusters Score -271215.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -271393.968750 Penalty: 3877.142822
	Iteration 3F: 3 clusters Score -271394 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -271580.968750 Penalty: 3877.142822
	Iteration 4Q: 3 clusters Score -271581 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -271767.281250 Penalty: 3877.142822
	Iteration 5Q: 3 clusters Score -271767.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -271920.062500 Penalty: 3877.142822
	Iteration 6Q: 3 clusters Score -271920.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -272046.343750 Penalty: 3877.142822
	Iteration 7Q: 3 clusters Score -272046.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -272149.031250 Penalty: 3877.142822
	Iteration 8Q: 3 clusters Score -272149 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -272237.718750 Penalty: 3877.142822
	Iteration 9Q: 3 clusters Score -272237.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -272322.750000 Penalty: 3877.142822
	Iteration 10Q: 3 clusters Score -272322.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -272403.281250 Penalty: 3877.142822
	Iteration 11Q: 3 clusters Score -272403.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -272470.093750 Penalty: 3877.142822
	Iteration 12Q: 3 clusters Score -272470.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -272510.625000 Penalty: 3877.142822
	Iteration 13Q: 3 clusters Score -272510.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -272529.031250 Penalty: 3877.142822
	Iteration 14Q: 3 clusters Score -272529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -272543.500000 Penalty: 3877.142822
	Iteration 15Q: 3 clusters Score -272543.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -272561.656250 Penalty: 3877.142822
	Iteration 16Q: 3 clusters Score -272561.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -272573.718750 Penalty: 3877.142822
	Iteration 17Q: 3 clusters Score -272573.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -272582.437500 Penalty: 3877.142822
	Iteration 18Q: 3 clusters Score -272582.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -272586.500000 Penalty: 3877.142822
	Iteration 19Q: 3 clusters Score -272586.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -272590.656250 Penalty: 3877.142822
	Iteration 20F: 3 clusters Score -272590.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1557 members 
Mstep: Class 1 contains 336013 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 57873 members 
Mstep: Class 4 contains 115862 members 
Mstep: Class 5 contains 51474 members 
Mstep: Class 6 contains 36842 members 
Mstep: Class 7 contains 26663 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 18673 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 89131 members 
Mstep: Class 13 contains 45848 members 
Mstep: Class 14 contains 3760 members 
Mstep: Class 16 contains 1810 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 19 contains 8532 members 
Mstep: Class 20 contains 2482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97971488.000000 Penalty: 71408.312500
Iteration 39Q: 22 clusters Score -9.797149e+07 nChanged 24207
Entering Unmasked Mstep 
Mstep: Class 0 contains 1555 members 
Mstep: Class 1 contains 335751 members 
Mstep: Class 2 contains 6972 members 
Mstep: Class 3 contains 58241 members 
Mstep: Class 4 contains 116207 members 
Mstep: Class 5 contains 51157 members 
Mstep: Class 6 contains 36921 members 
Mstep: Class 7 contains 26348 members 
Mstep: Class 8 contains 1459 members 
Mstep: Class 9 contains 18781 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 89620 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 45532 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 90074 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 8571 members 
Mstep: Class 20 contains 2484 members 
Mstep: Class 21 contains 638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97978416.000000 Penalty: 71408.312500
Iteration 40F: 22 clusters Score -9.797842e+07 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 335294 members 
Mstep: Class 2 contains 6952 members 
Mstep: Class 3 contains 58447 members 
Mstep: Class 4 contains 116419 members 
Mstep: Class 5 contains 50942 members 
Mstep: Class 6 contains 37006 members 
Mstep: Class 7 contains 26188 members 
Mstep: Class 8 contains 1470 members 
Mstep: Class 9 contains 18876 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 11 contains 90038 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 45207 members 
Mstep: Class 14 contains 4237 members 
Mstep: Class 15 contains 89624 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 768 members 
Mstep: Class 19 contains 8583 members 
Mstep: Class 20 contains 2482 members 
Mstep: Class 21 contains 747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97981768.000000 Penalty: 71408.312500
Iteration 41Q: 22 clusters Score -9.798177e+07 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 334932 members 
Mstep: Class 2 contains 6964 members 
Mstep: Class 3 contains 58583 members 
Mstep: Class 4 contains 116580 members 
Mstep: Class 5 contains 50744 members 
Mstep: Class 6 contains 37078 members 
Mstep: Class 7 contains 26154 members 
Mstep: Class 8 contains 1474 members 
Mstep: Class 9 contains 18943 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 90546 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 44868 members 
Mstep: Class 14 contains 4388 members 
Mstep: Class 15 contains 89249 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 17 contains 2304 members 
Mstep: Class 18 contains 772 members 
Mstep: Class 19 contains 8583 members 
Mstep: Class 20 contains 2472 members 
Mstep: Class 21 contains 798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97983840.000000 Penalty: 71408.312500
Iteration 42Q: 22 clusters Score -9.798384e+07 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 334640 members 
Mstep: Class 2 contains 6977 members 
Mstep: Class 3 contains 58691 members 
Mstep: Class 4 contains 116651 members 
Mstep: Class 5 contains 50559 members 
Mstep: Class 6 contains 37141 members 
Mstep: Class 7 contains 26147 members 
Mstep: Class 8 contains 1485 members 
Mstep: Class 9 contains 18997 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 91057 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 44569 members 
Mstep: Class 14 contains 4503 members 
Mstep: Class 15 contains 88915 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 2469 members 
Mstep: Class 18 contains 742 members 
Mstep: Class 19 contains 8594 members 
Mstep: Class 20 contains 2465 members 
Mstep: Class 21 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97985600.000000 Penalty: 71408.312500
Iteration 43Q: 22 clusters Score -9.79856e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 334420 members 
Mstep: Class 2 contains 7000 members 
Mstep: Class 3 contains 58730 members 
Mstep: Class 4 contains 116714 members 
Mstep: Class 5 contains 50304 members 
Mstep: Class 6 contains 37204 members 
Mstep: Class 7 contains 26155 members 
Mstep: Class 8 contains 1484 members 
Mstep: Class 9 contains 19054 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 91598 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 44319 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 88619 members 
Mstep: Class 16 contains 1690 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 680 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 2458 members 
Mstep: Class 21 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97987120.000000 Penalty: 71408.312500
Iteration 44Q: 22 clusters Score -9.798712e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 334138 members 
Mstep: Class 2 contains 7010 members 
Mstep: Class 3 contains 58813 members 
Mstep: Class 4 contains 116709 members 
Mstep: Class 5 contains 50061 members 
Mstep: Class 6 contains 37278 members 
Mstep: Class 7 contains 26163 members 
Mstep: Class 8 contains 1501 members 
Mstep: Class 9 contains 19120 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 92189 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 44088 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 88299 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 2715 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 8604 members 
Mstep: Class 20 contains 2455 members 
Mstep: Class 21 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97988464.000000 Penalty: 71408.312500
Iteration 45Q: 22 clusters Score -9.798846e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 333855 members 
Mstep: Class 2 contains 7022 members 
Mstep: Class 3 contains 58823 members 
Mstep: Class 4 contains 116662 members 
Mstep: Class 5 contains 49808 members 
Mstep: Class 6 contains 37370 members 
Mstep: Class 7 contains 26192 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 19195 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 92814 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 43905 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 88027 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 2819 members 
Mstep: Class 18 contains 586 members 
Mstep: Class 19 contains 8602 members 
Mstep: Class 20 contains 2453 members 
Mstep: Class 21 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97989424.000000 Penalty: 71408.312500
Iteration 46Q: 22 clusters Score -9.798942e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 333658 members 
Mstep: Class 2 contains 7040 members 
Mstep: Class 3 contains 58835 members 
Mstep: Class 4 contains 116620 members 
Mstep: Class 5 contains 49581 members 
Mstep: Class 6 contains 37445 members 
Mstep: Class 7 contains 26215 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 19272 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 93413 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 43762 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 87711 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 580 members 
Mstep: Class 19 contains 8597 members 
Mstep: Class 20 contains 2452 members 
Mstep: Class 21 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97990504.000000 Penalty: 71408.312500
Iteration 47Q: 22 clusters Score -9.79905e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 333450 members 
Mstep: Class 2 contains 7049 members 
Mstep: Class 3 contains 58797 members 
Mstep: Class 4 contains 116592 members 
Mstep: Class 5 contains 49385 members 
Mstep: Class 6 contains 37506 members 
Mstep: Class 7 contains 26242 members 
Mstep: Class 8 contains 1515 members 
Mstep: Class 9 contains 19343 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 93962 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 43626 members 
Mstep: Class 14 contains 4855 members 
Mstep: Class 15 contains 87475 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 8601 members 
Mstep: Class 20 contains 2451 members 
Mstep: Class 21 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97991096.000000 Penalty: 71408.312500
Iteration 48Q: 22 clusters Score -9.79911e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 333284 members 
Mstep: Class 2 contains 7054 members 
Mstep: Class 3 contains 58743 members 
Mstep: Class 4 contains 116579 members 
Mstep: Class 5 contains 49184 members 
Mstep: Class 6 contains 37580 members 
Mstep: Class 7 contains 26257 members 
Mstep: Class 8 contains 1504 members 
Mstep: Class 9 contains 19394 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 94457 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 43511 members 
Mstep: Class 14 contains 4915 members 
Mstep: Class 15 contains 87279 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 8595 members 
Mstep: Class 20 contains 2449 members 
Mstep: Class 21 contains 1150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97991400.000000 Penalty: 71408.312500
Iteration 49Q: 22 clusters Score -9.79914e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 333080 members 
Mstep: Class 2 contains 7061 members 
Mstep: Class 3 contains 58700 members 
Mstep: Class 4 contains 116568 members 
Mstep: Class 5 contains 49001 members 
Mstep: Class 6 contains 37653 members 
Mstep: Class 7 contains 26285 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 9 contains 19445 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 94913 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 43433 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 87096 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 3094 members 
Mstep: Class 18 contains 586 members 
Mstep: Class 19 contains 8589 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 1149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97991848.000000 Penalty: 71408.312500
Iteration 50Q: 22 clusters Score -9.799185e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 332902 members 
Mstep: Class 2 contains 7062 members 
Mstep: Class 3 contains 58674 members 
Mstep: Class 4 contains 116554 members 
Mstep: Class 5 contains 48846 members 
Mstep: Class 6 contains 37703 members 
Mstep: Class 7 contains 26287 members 
Mstep: Class 8 contains 1469 members 
Mstep: Class 9 contains 19492 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 95335 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 43361 members 
Mstep: Class 14 contains 5017 members 
Mstep: Class 15 contains 86917 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 3165 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 8581 members 
Mstep: Class 20 contains 2450 members 
Mstep: Class 21 contains 1157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97992048.000000 Penalty: 71408.312500
Iteration 51Q: 22 clusters Score -9.799205e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 332748 members 
Mstep: Class 2 contains 7064 members 
Mstep: Class 3 contains 58654 members 
Mstep: Class 4 contains 116558 members 
Mstep: Class 5 contains 48711 members 
Mstep: Class 6 contains 37731 members 
Mstep: Class 7 contains 26294 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 9 contains 19530 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 95742 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 43287 members 
Mstep: Class 14 contains 5063 members 
Mstep: Class 15 contains 86722 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 3232 members 
Mstep: Class 18 contains 588 members 
Mstep: Class 19 contains 8580 members 
Mstep: Class 20 contains 2449 members 
Mstep: Class 21 contains 1161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97992384.000000 Penalty: 71408.312500
Iteration 52Q: 22 clusters Score -9.799238e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 332574 members 
Mstep: Class 2 contains 7066 members 
Mstep: Class 3 contains 58622 members 
Mstep: Class 4 contains 116556 members 
Mstep: Class 5 contains 48592 members 
Mstep: Class 6 contains 37749 members 
Mstep: Class 7 contains 26307 members 
Mstep: Class 8 contains 1443 members 
Mstep: Class 9 contains 19560 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 96153 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 43214 members 
Mstep: Class 14 contains 5094 members 
Mstep: Class 15 contains 86554 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 588 members 
Mstep: Class 19 contains 8580 members 
Mstep: Class 20 contains 2449 members 
Mstep: Class 21 contains 1167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97992664.000000 Penalty: 71408.312500
Iteration 53Q: 22 clusters Score -9.799266e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 332365 members 
Mstep: Class 2 contains 7064 members 
Mstep: Class 3 contains 58604 members 
Mstep: Class 4 contains 116555 members 
Mstep: Class 5 contains 48473 members 
Mstep: Class 6 contains 37757 members 
Mstep: Class 7 contains 26334 members 
Mstep: Class 8 contains 1434 members 
Mstep: Class 9 contains 19596 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 96537 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 43159 members 
Mstep: Class 14 contains 5118 members 
Mstep: Class 15 contains 86438 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 3361 members 
Mstep: Class 18 contains 589 members 
Mstep: Class 19 contains 8580 members 
Mstep: Class 20 contains 2449 members 
Mstep: Class 21 contains 1168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97993016.000000 Penalty: 71408.312500
Iteration 54Q: 22 clusters Score -9.799302e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 332222 members 
Mstep: Class 2 contains 7067 members 
Mstep: Class 3 contains 58571 members 
Mstep: Class 4 contains 116562 members 
Mstep: Class 5 contains 48351 members 
Mstep: Class 6 contains 37753 members 
Mstep: Class 7 contains 26354 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 19623 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 96904 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 43103 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 86321 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 3404 members 
Mstep: Class 18 contains 590 members 
Mstep: Class 19 contains 8581 members 
Mstep: Class 20 contains 2448 members 
Mstep: Class 21 contains 1168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97993328.000000 Penalty: 71408.312500
Iteration 55Q: 22 clusters Score -9.799333e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 332114 members 
Mstep: Class 2 contains 7075 members 
Mstep: Class 3 contains 58538 members 
Mstep: Class 4 contains 116554 members 
Mstep: Class 5 contains 48231 members 
Mstep: Class 6 contains 37759 members 
Mstep: Class 7 contains 26354 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 19643 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 97234 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 43065 members 
Mstep: Class 14 contains 5153 members 
Mstep: Class 15 contains 86213 members 
Mstep: Class 16 contains 1579 members 
Mstep: Class 17 contains 3438 members 
Mstep: Class 18 contains 588 members 
Mstep: Class 19 contains 8578 members 
Mstep: Class 20 contains 2446 members 
Mstep: Class 21 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97993536.000000 Penalty: 71408.312500
Iteration 56Q: 22 clusters Score -9.799354e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 332011 members 
Mstep: Class 2 contains 7077 members 
Mstep: Class 3 contains 58513 members 
Mstep: Class 4 contains 116550 members 
Mstep: Class 5 contains 48107 members 
Mstep: Class 6 contains 37768 members 
Mstep: Class 7 contains 26353 members 
Mstep: Class 8 contains 1430 members 
Mstep: Class 9 contains 19668 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 97526 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 43030 members 
Mstep: Class 14 contains 5176 members 
Mstep: Class 15 contains 86125 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 18 contains 586 members 
Mstep: Class 19 contains 8579 members 
Mstep: Class 20 contains 2443 members 
Mstep: Class 21 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97993672.000000 Penalty: 71408.312500
Iteration 57Q: 22 clusters Score -9.799367e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 331867 members 
Mstep: Class 2 contains 7078 members 
Mstep: Class 3 contains 58491 members 
Mstep: Class 4 contains 116539 members 
Mstep: Class 5 contains 48006 members 
Mstep: Class 6 contains 37770 members 
Mstep: Class 7 contains 26343 members 
Mstep: Class 8 contains 1433 members 
Mstep: Class 9 contains 19697 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 97816 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 43011 members 
Mstep: Class 14 contains 5199 members 
Mstep: Class 15 contains 86060 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 586 members 
Mstep: Class 19 contains 8580 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97994032.000000 Penalty: 71408.312500
Iteration 58Q: 22 clusters Score -9.799403e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 331769 members 
Mstep: Class 2 contains 7078 members 
Mstep: Class 3 contains 58467 members 
Mstep: Class 4 contains 116527 members 
Mstep: Class 5 contains 47912 members 
Mstep: Class 6 contains 37751 members 
Mstep: Class 7 contains 26341 members 
Mstep: Class 8 contains 1431 members 
Mstep: Class 9 contains 19718 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 98089 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 42990 members 
Mstep: Class 14 contains 5221 members 
Mstep: Class 15 contains 85988 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 18 contains 586 members 
Mstep: Class 19 contains 8582 members 
Mstep: Class 20 contains 2439 members 
Mstep: Class 21 contains 1179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97994320.000000 Penalty: 71408.312500
Iteration 59Q: 22 clusters Score -9.799432e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 1549 members 
Mstep: Class 1 contains 331679 members 
Mstep: Class 2 contains 7078 members 
Mstep: Class 3 contains 58454 members 
Mstep: Class 4 contains 116517 members 
Mstep: Class 5 contains 47829 members 
Mstep: Class 6 contains 37736 members 
Mstep: Class 7 contains 26334 members 
Mstep: Class 8 contains 1427 members 
Mstep: Class 9 contains 19738 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 98340 members 
Mstep: Class 12 contains 1551 members 
Mstep: Class 13 contains 42964 members 
Mstep: Class 14 contains 5237 members 
Mstep: Class 15 contains 85920 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 3564 members 
Mstep: Class 18 contains 587 members 
Mstep: Class 19 contains 8584 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97995088.000000 Penalty: 71408.312500
Iteration 60F: 22 clusters Score -9.799509e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 331573 members 
Mstep: Class 2 contains 7078 members 
Mstep: Class 3 contains 58428 members 
Mstep: Class 4 contains 116414 members 
Mstep: Class 5 contains 47753 members 
Mstep: Class 6 contains 37717 members 
Mstep: Class 7 contains 26333 members 
Mstep: Class 8 contains 1617 members 
Mstep: Class 9 contains 19744 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 98564 members 
Mstep: Class 12 contains 1546 members 
Mstep: Class 13 contains 42914 members 
Mstep: Class 14 contains 5239 members 
Mstep: Class 15 contains 85857 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 596 members 
Mstep: Class 19 contains 8582 members 
Mstep: Class 20 contains 2438 members 
Mstep: Class 21 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97995536.000000 Penalty: 71408.312500
Iteration 61Q: 22 clusters Score -9.799554e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 331486 members 
Mstep: Class 2 contains 7079 members 
Mstep: Class 3 contains 58402 members 
Mstep: Class 4 contains 116260 members 
Mstep: Class 5 contains 47661 members 
Mstep: Class 6 contains 37719 members 
Mstep: Class 7 contains 26337 members 
Mstep: Class 8 contains 1784 members 
Mstep: Class 9 contains 19778 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 98773 members 
Mstep: Class 12 contains 1544 members 
Mstep: Class 13 contains 42876 members 
Mstep: Class 14 contains 5248 members 
Mstep: Class 15 contains 85809 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 596 members 
Mstep: Class 19 contains 8577 members 
Mstep: Class 20 contains 2437 members 
Mstep: Class 21 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97995624.000000 Penalty: 71408.312500
Iteration 62Q: 22 clusters Score -9.799562e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 331370 members 
Mstep: Class 2 contains 7080 members 
Mstep: Class 3 contains 58392 members 
Mstep: Class 4 contains 116121 members 
Mstep: Class 5 contains 47574 members 
Mstep: Class 6 contains 37709 members 
Mstep: Class 7 contains 26346 members 
Mstep: Class 8 contains 1945 members 
Mstep: Class 9 contains 19826 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 98973 members 
Mstep: Class 12 contains 1544 members 
Mstep: Class 13 contains 42833 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 85760 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 600 members 
Mstep: Class 19 contains 8575 members 
Mstep: Class 20 contains 2437 members 
Mstep: Class 21 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97996056.000000 Penalty: 71408.312500
Iteration 63Q: 22 clusters Score -9.799606e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 331289 members 
Mstep: Class 2 contains 7080 members 
Mstep: Class 3 contains 58373 members 
Mstep: Class 4 contains 115989 members 
Mstep: Class 5 contains 47467 members 
Mstep: Class 6 contains 37690 members 
Mstep: Class 7 contains 26362 members 
Mstep: Class 8 contains 2071 members 
Mstep: Class 9 contains 19895 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 99171 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42801 members 
Mstep: Class 14 contains 5253 members 
Mstep: Class 15 contains 85722 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 3660 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8570 members 
Mstep: Class 20 contains 2436 members 
Mstep: Class 21 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97996200.000000 Penalty: 71408.312500
Iteration 64Q: 22 clusters Score -9.79962e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 331251 members 
Mstep: Class 2 contains 7082 members 
Mstep: Class 3 contains 58348 members 
Mstep: Class 4 contains 115888 members 
Mstep: Class 5 contains 47360 members 
Mstep: Class 6 contains 37671 members 
Mstep: Class 7 contains 26366 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 19990 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 99374 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42777 members 
Mstep: Class 14 contains 5256 members 
Mstep: Class 15 contains 85659 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 3679 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 8564 members 
Mstep: Class 20 contains 2435 members 
Mstep: Class 21 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97996224.000000 Penalty: 71408.312500
Iteration 65Q: 22 clusters Score -9.799622e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 331212 members 
Mstep: Class 2 contains 7081 members 
Mstep: Class 3 contains 58343 members 
Mstep: Class 4 contains 115799 members 
Mstep: Class 5 contains 47253 members 
Mstep: Class 6 contains 37623 members 
Mstep: Class 7 contains 26376 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 20073 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 99570 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42757 members 
Mstep: Class 14 contains 5258 members 
Mstep: Class 15 contains 85599 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 3704 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 8558 members 
Mstep: Class 20 contains 2434 members 
Mstep: Class 21 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97996424.000000 Penalty: 71408.312500
Iteration 66Q: 22 clusters Score -9.799642e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 331175 members 
Mstep: Class 2 contains 7080 members 
Mstep: Class 3 contains 58337 members 
Mstep: Class 4 contains 115742 members 
Mstep: Class 5 contains 47157 members 
Mstep: Class 6 contains 37561 members 
Mstep: Class 7 contains 26388 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 20149 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 99768 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42746 members 
Mstep: Class 14 contains 5259 members 
Mstep: Class 15 contains 85532 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 3725 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 8555 members 
Mstep: Class 20 contains 2434 members 
Mstep: Class 21 contains 1191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97996624.000000 Penalty: 71408.312500
Iteration 67Q: 22 clusters Score -9.799662e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 331087 members 
Mstep: Class 2 contains 7079 members 
Mstep: Class 3 contains 58328 members 
Mstep: Class 4 contains 115687 members 
Mstep: Class 5 contains 47076 members 
Mstep: Class 6 contains 37495 members 
Mstep: Class 7 contains 26396 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 20236 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 100001 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42740 members 
Mstep: Class 14 contains 5261 members 
Mstep: Class 15 contains 85463 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 8557 members 
Mstep: Class 20 contains 2432 members 
Mstep: Class 21 contains 1193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97996744.000000 Penalty: 71408.312500
Iteration 68Q: 22 clusters Score -9.799674e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 331007 members 
Mstep: Class 2 contains 7079 members 
Mstep: Class 3 contains 58325 members 
Mstep: Class 4 contains 115632 members 
Mstep: Class 5 contains 47017 members 
Mstep: Class 6 contains 37451 members 
Mstep: Class 7 contains 26404 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 20301 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 100200 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42735 members 
Mstep: Class 14 contains 5261 members 
Mstep: Class 15 contains 85396 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 3756 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 8554 members 
Mstep: Class 20 contains 2432 members 
Mstep: Class 21 contains 1197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97996720.000000 Penalty: 71408.312500
Iteration 69Q: 22 clusters Score -9.799672e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 330956 members 
Mstep: Class 2 contains 7081 members 
Mstep: Class 3 contains 58315 members 
Mstep: Class 4 contains 115588 members 
Mstep: Class 5 contains 46952 members 
Mstep: Class 6 contains 37420 members 
Mstep: Class 7 contains 26402 members 
Mstep: Class 8 contains 2282 members 
Mstep: Class 9 contains 20361 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 100366 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42741 members 
Mstep: Class 14 contains 5262 members 
Mstep: Class 15 contains 85338 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 3770 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 8551 members 
Mstep: Class 20 contains 2431 members 
Mstep: Class 21 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97997024.000000 Penalty: 71408.312500
Iteration 70Q: 22 clusters Score -9.799702e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 330928 members 
Mstep: Class 2 contains 7084 members 
Mstep: Class 3 contains 58300 members 
Mstep: Class 4 contains 115545 members 
Mstep: Class 5 contains 46871 members 
Mstep: Class 6 contains 37395 members 
Mstep: Class 7 contains 26405 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 20405 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 100515 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42738 members 
Mstep: Class 14 contains 5262 members 
Mstep: Class 15 contains 85294 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 8548 members 
Mstep: Class 20 contains 2431 members 
Mstep: Class 21 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97996976.000000 Penalty: 71408.312500
Iteration 71Q: 22 clusters Score -9.799698e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 330913 members 
Mstep: Class 2 contains 7084 members 
Mstep: Class 3 contains 58296 members 
Mstep: Class 4 contains 115526 members 
Mstep: Class 5 contains 46782 members 
Mstep: Class 6 contains 37370 members 
Mstep: Class 7 contains 26412 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 20447 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 100634 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42733 members 
Mstep: Class 14 contains 5262 members 
Mstep: Class 15 contains 85250 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 3805 members 
Mstep: Class 18 contains 602 members 
Mstep: Class 19 contains 8550 members 
Mstep: Class 20 contains 2431 members 
Mstep: Class 21 contains 1205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97997032.000000 Penalty: 71408.312500
Iteration 72Q: 22 clusters Score -9.799703e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 330889 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 58286 members 
Mstep: Class 4 contains 115515 members 
Mstep: Class 5 contains 46699 members 
Mstep: Class 6 contains 37357 members 
Mstep: Class 7 contains 26417 members 
Mstep: Class 8 contains 2338 members 
Mstep: Class 9 contains 20495 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 100739 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42739 members 
Mstep: Class 14 contains 5263 members 
Mstep: Class 15 contains 85208 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 8549 members 
Mstep: Class 20 contains 2430 members 
Mstep: Class 21 contains 1206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97997200.000000 Penalty: 71408.312500
Iteration 73Q: 22 clusters Score -9.79972e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 330837 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 58287 members 
Mstep: Class 4 contains 115507 members 
Mstep: Class 5 contains 46618 members 
Mstep: Class 6 contains 37343 members 
Mstep: Class 7 contains 26420 members 
Mstep: Class 8 contains 2347 members 
Mstep: Class 9 contains 20548 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 100844 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42740 members 
Mstep: Class 14 contains 5264 members 
Mstep: Class 15 contains 85182 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 3825 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 8548 members 
Mstep: Class 20 contains 2428 members 
Mstep: Class 21 contains 1207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97997160.000000 Penalty: 71408.312500
Iteration 74Q: 22 clusters Score -9.799716e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 330765 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58284 members 
Mstep: Class 4 contains 115507 members 
Mstep: Class 5 contains 46555 members 
Mstep: Class 6 contains 37307 members 
Mstep: Class 7 contains 26426 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 20603 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 100958 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42745 members 
Mstep: Class 14 contains 5264 members 
Mstep: Class 15 contains 85166 members 
Mstep: Class 16 contains 1536 members 
Mstep: Class 17 contains 3836 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 8551 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97997184.000000 Penalty: 71408.312500
Iteration 75Q: 22 clusters Score -9.799718e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 330699 members 
Mstep: Class 2 contains 7088 members 
Mstep: Class 3 contains 58279 members 
Mstep: Class 4 contains 115500 members 
Mstep: Class 5 contains 46494 members 
Mstep: Class 6 contains 37285 members 
Mstep: Class 7 contains 26428 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 20640 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 101065 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42755 members 
Mstep: Class 14 contains 5264 members 
Mstep: Class 15 contains 85151 members 
Mstep: Class 16 contains 1535 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 8552 members 
Mstep: Class 20 contains 2427 members 
Mstep: Class 21 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97997352.000000 Penalty: 71408.312500
Iteration 76Q: 22 clusters Score -9.799735e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 330651 members 
Mstep: Class 2 contains 7088 members 
Mstep: Class 3 contains 58277 members 
Mstep: Class 4 contains 115488 members 
Mstep: Class 5 contains 46436 members 
Mstep: Class 6 contains 37260 members 
Mstep: Class 7 contains 26433 members 
Mstep: Class 8 contains 2366 members 
Mstep: Class 9 contains 20672 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 101182 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42756 members 
Mstep: Class 14 contains 5264 members 
Mstep: Class 15 contains 85131 members 
Mstep: Class 16 contains 1532 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 8556 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 1202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97997184.000000 Penalty: 71408.312500
Iteration 77Q: 22 clusters Score -9.799718e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 330576 members 
Mstep: Class 2 contains 7088 members 
Mstep: Class 3 contains 58272 members 
Mstep: Class 4 contains 115479 members 
Mstep: Class 5 contains 46393 members 
Mstep: Class 6 contains 37237 members 
Mstep: Class 7 contains 26439 members 
Mstep: Class 8 contains 2366 members 
Mstep: Class 9 contains 20714 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 101292 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42760 members 
Mstep: Class 14 contains 5265 members 
Mstep: Class 15 contains 85123 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 8559 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 1200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97997168.000000 Penalty: 71408.312500
Iteration 78Q: 22 clusters Score -9.799717e+07 nChanged 351
Entering ConstructFrom: 
Score: -97997168.000000 Penalty: 71408.312500
Entering ConstructFrom: 
Trying to split cluster 1 (330505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330505 members 
Entering Unmasked Estep 
Score: -36501556.000000 Penalty: 3151.677490
	Iteration 0F: 2 clusters Score -3.650156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164981 members 
Mstep: Class 2 contains 165524 members 
Entering Unmasked Estep 
Score: -36327560.000000 Penalty: 6303.354980
	Iteration 0F: 3 clusters Score -3.632756e+07 nChanged 159835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163550 members 
Mstep: Class 2 contains 166955 members 
Entering Unmasked Estep 
Score: -36422000.000000 Penalty: 6303.354980
	Iteration 1F: 3 clusters Score -3.6422e+07 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163092 members 
Mstep: Class 2 contains 167413 members 
Entering Unmasked Estep 
Score: -36423380.000000 Penalty: 6303.354980
	Iteration 2Q: 3 clusters Score -3.642338e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162303 members 
Mstep: Class 2 contains 168202 members 
Entering Unmasked Estep 
Score: -36424908.000000 Penalty: 6303.354980
	Iteration 3Q: 3 clusters Score -3.642491e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161050 members 
Mstep: Class 2 contains 169455 members 
Entering Unmasked Estep 
Score: -36426392.000000 Penalty: 6303.354980
	Iteration 4Q: 3 clusters Score -3.642639e+07 nChanged 8914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159066 members 
Mstep: Class 2 contains 171439 members 
Entering Unmasked Estep 
Score: -36428232.000000 Penalty: 6303.354980
	Iteration 5Q: 3 clusters Score -3.642823e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156067 members 
Mstep: Class 2 contains 174438 members 
Entering Unmasked Estep 
Score: -36431412.000000 Penalty: 6303.354980
	Iteration 6Q: 3 clusters Score -3.643141e+07 nChanged 12002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151851 members 
Mstep: Class 2 contains 178654 members 
Entering Unmasked Estep 
Score: -36435116.000000 Penalty: 6303.354980
	Iteration 7Q: 3 clusters Score -3.643512e+07 nChanged 14245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146514 members 
Mstep: Class 2 contains 183991 members 
Entering Unmasked Estep 
Score: -36440628.000000 Penalty: 6303.354980
	Iteration 8Q: 3 clusters Score -3.644063e+07 nChanged 16866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140766 members 
Mstep: Class 2 contains 189739 members 
Entering Unmasked Estep 
Score: -36449432.000000 Penalty: 6303.354980
	Iteration 9F: 3 clusters Score -3.644943e+07 nChanged 19248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135816 members 
Mstep: Class 2 contains 194689 members 
Entering Unmasked Estep 
Score: -36461212.000000 Penalty: 6303.354980
	Iteration 10F: 3 clusters Score -3.646121e+07 nChanged 20149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133555 members 
Mstep: Class 2 contains 196950 members 
Entering Unmasked Estep 
Score: -36474324.000000 Penalty: 6303.354980
	Iteration 11F: 3 clusters Score -3.647432e+07 nChanged 17743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134490 members 
Mstep: Class 2 contains 196015 members 
Entering Unmasked Estep 
Score: -36482620.000000 Penalty: 6303.354980
	Iteration 12F: 3 clusters Score -3.648262e+07 nChanged 11873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136399 members 
Mstep: Class 2 contains 194106 members 
Entering Unmasked Estep 
Score: -36485220.000000 Penalty: 6303.354980
	Iteration 13Q: 3 clusters Score -3.648522e+07 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138328 members 
Mstep: Class 2 contains 192177 members 
Entering Unmasked Estep 
Score: -36485944.000000 Penalty: 6303.354980
	Iteration 14Q: 3 clusters Score -3.648594e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140128 members 
Mstep: Class 2 contains 190377 members 
Entering Unmasked Estep 
Score: -36485976.000000 Penalty: 6303.354980
	Iteration 15Q: 3 clusters Score -3.648598e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142008 members 
Mstep: Class 2 contains 188497 members 
Entering Unmasked Estep 
Score: -36486176.000000 Penalty: 6303.354980
	Iteration 16Q: 3 clusters Score -3.648618e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143956 members 
Mstep: Class 2 contains 186549 members 
Entering Unmasked Estep 
Score: -36486216.000000 Penalty: 6303.354980
	Iteration 17Q: 3 clusters Score -3.648622e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145966 members 
Mstep: Class 2 contains 184539 members 
Entering Unmasked Estep 
Score: -36486372.000000 Penalty: 6303.354980
	Iteration 18Q: 3 clusters Score -3.648637e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148117 members 
Mstep: Class 2 contains 182388 members 
Entering Unmasked Estep 
Score: -36486496.000000 Penalty: 6303.354980
	Iteration 19Q: 3 clusters Score -3.64865e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150406 members 
Mstep: Class 2 contains 180099 members 
Entering Unmasked Estep 
Score: -36486680.000000 Penalty: 6303.354980
	Iteration 20F: 3 clusters Score -3.648668e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153020 members 
Mstep: Class 2 contains 177485 members 
Entering Unmasked Estep 
Score: -36486932.000000 Penalty: 6303.354980
	Iteration 21Q: 3 clusters Score -3.648693e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155740 members 
Mstep: Class 2 contains 174765 members 
Entering Unmasked Estep 
Score: -36486908.000000 Penalty: 6303.354980
	Iteration 22Q: 3 clusters Score -3.648691e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158539 members 
Mstep: Class 2 contains 171966 members 
Entering Unmasked Estep 
Score: -36486932.000000 Penalty: 6303.354980
	Iteration 23Q: 3 clusters Score -3.648693e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161577 members 
Mstep: Class 2 contains 168928 members 
Entering Unmasked Estep 
Score: -36487032.000000 Penalty: 6303.354980
	Iteration 24Q: 3 clusters Score -3.648703e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164865 members 
Mstep: Class 2 contains 165640 members 
Entering Unmasked Estep 
Score: -36487280.000000 Penalty: 6303.354980
	Iteration 25Q: 3 clusters Score -3.648728e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168466 members 
Mstep: Class 2 contains 162039 members 
Entering Unmasked Estep 
Score: -36487516.000000 Penalty: 6303.354980
	Iteration 26Q: 3 clusters Score -3.648752e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172159 members 
Mstep: Class 2 contains 158346 members 
Entering Unmasked Estep 
Score: -36488056.000000 Penalty: 6303.354980
	Iteration 27Q: 3 clusters Score -3.648806e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175923 members 
Mstep: Class 2 contains 154582 members 
Entering Unmasked Estep 
Score: -36488328.000000 Penalty: 6303.354980
	Iteration 28Q: 3 clusters Score -3.648833e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179900 members 
Mstep: Class 2 contains 150605 members 
Entering Unmasked Estep 
Score: -36488508.000000 Penalty: 6303.354980
	Iteration 29Q: 3 clusters Score -3.648851e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183988 members 
Mstep: Class 2 contains 146517 members 
Entering Unmasked Estep 
Score: -36488788.000000 Penalty: 6303.354980
	Iteration 30Q: 3 clusters Score -3.648879e+07 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188108 members 
Mstep: Class 2 contains 142397 members 
Entering Unmasked Estep 
Score: -36489140.000000 Penalty: 6303.354980
	Iteration 31Q: 3 clusters Score -3.648914e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192806 members 
Mstep: Class 2 contains 137699 members 
Entering Unmasked Estep 
Score: -36489672.000000 Penalty: 6303.354980
	Iteration 32Q: 3 clusters Score -3.648967e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198071 members 
Mstep: Class 2 contains 132434 members 
Entering Unmasked Estep 
Score: -36489920.000000 Penalty: 6303.354980
	Iteration 33Q: 3 clusters Score -3.648992e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203988 members 
Mstep: Class 2 contains 126517 members 
Entering Unmasked Estep 
Score: -36490704.000000 Penalty: 6303.354980
	Iteration 34Q: 3 clusters Score -3.64907e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210554 members 
Mstep: Class 2 contains 119951 members 
Entering Unmasked Estep 
Score: -36491720.000000 Penalty: 6303.354980
	Iteration 35Q: 3 clusters Score -3.649172e+07 nChanged 7246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217618 members 
Mstep: Class 2 contains 112887 members 
Entering Unmasked Estep 
Score: -36493088.000000 Penalty: 6303.354980
	Iteration 36Q: 3 clusters Score -3.649309e+07 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225060 members 
Mstep: Class 2 contains 105445 members 
Entering Unmasked Estep 
Score: -36494804.000000 Penalty: 6303.354980
	Iteration 37Q: 3 clusters Score -3.64948e+07 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232785 members 
Mstep: Class 2 contains 97720 members 
Entering Unmasked Estep 
Score: -36496392.000000 Penalty: 6303.354980
	Iteration 38Q: 3 clusters Score -3.649639e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240751 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -36498068.000000 Penalty: 6303.354980
	Iteration 39Q: 3 clusters Score -3.649807e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248800 members 
Mstep: Class 2 contains 81705 members 
Entering Unmasked Estep 
Score: -36500484.000000 Penalty: 6303.354980
	Iteration 40F: 3 clusters Score -3.650048e+07 nChanged 8522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257246 members 
Mstep: Class 2 contains 73259 members 
Entering Unmasked Estep 
Score: -36502792.000000 Penalty: 6303.354980
	Iteration 41Q: 3 clusters Score -3.650279e+07 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265767 members 
Mstep: Class 2 contains 64738 members 
Entering Unmasked Estep 
Score: -36505276.000000 Penalty: 6303.354980
	Iteration 42Q: 3 clusters Score -3.650528e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274039 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -36508424.000000 Penalty: 6303.354980
	Iteration 43Q: 3 clusters Score -3.650842e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281928 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -36511804.000000 Penalty: 6303.354980
	Iteration 44Q: 3 clusters Score -3.65118e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289301 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -36514724.000000 Penalty: 6303.354980
	Iteration 45Q: 3 clusters Score -3.651472e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296242 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -36516000.000000 Penalty: 6303.354980
	Iteration 46Q: 3 clusters Score -3.6516e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302813 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -36516600.000000 Penalty: 6303.354980
	Iteration 47Q: 3 clusters Score -3.65166e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308958 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -36515116.000000 Penalty: 6303.354980
	Iteration 48Q: 3 clusters Score -3.651512e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314150 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -36512460.000000 Penalty: 6303.354980
	Iteration 49Q: 3 clusters Score -3.651246e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318268 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -36509488.000000 Penalty: 6303.354980
	Iteration 50Q: 3 clusters Score -3.650949e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321322 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -36506988.000000 Penalty: 6303.354980
	Iteration 51Q: 3 clusters Score -3.650699e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323521 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -36504976.000000 Penalty: 6303.354980
	Iteration 52Q: 3 clusters Score -3.650498e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324962 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -36503692.000000 Penalty: 6303.354980
	Iteration 53Q: 3 clusters Score -3.650369e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325922 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -36502836.000000 Penalty: 6303.354980
	Iteration 54Q: 3 clusters Score -3.650284e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326593 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -36502244.000000 Penalty: 6303.354980
	Iteration 55Q: 3 clusters Score -3.650224e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327032 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -36501800.000000 Penalty: 6303.354980
	Iteration 56Q: 3 clusters Score -3.65018e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327355 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -36501640.000000 Penalty: 6303.354980
	Iteration 57Q: 3 clusters Score -3.650164e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327563 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -36501460.000000 Penalty: 6303.354980
	Iteration 58Q: 3 clusters Score -3.650146e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327711 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -36501320.000000 Penalty: 6303.354980
	Iteration 59Q: 3 clusters Score -3.650132e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327844 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -36501252.000000 Penalty: 6303.354980
	Iteration 60F: 3 clusters Score -3.650125e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327939 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -36501244.000000 Penalty: 6303.354980
	Iteration 61Q: 3 clusters Score -3.650124e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328016 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -36501164.000000 Penalty: 6303.354980
	Iteration 62Q: 3 clusters Score -3.650116e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328079 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -36501124.000000 Penalty: 6303.354980
	Iteration 63Q: 3 clusters Score -3.650112e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328141 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -36501040.000000 Penalty: 6303.354980
	Iteration 64Q: 3 clusters Score -3.650104e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328193 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -36501072.000000 Penalty: 6303.354980
	Iteration 65Q: 3 clusters Score -3.650107e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328229 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -36501048.000000 Penalty: 6303.354980
	Iteration 66Q: 3 clusters Score -3.650105e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328265 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -36500976.000000 Penalty: 6303.354980
	Iteration 67Q: 3 clusters Score -3.650098e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328293 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -36500896.000000 Penalty: 6303.354980
	Iteration 68Q: 3 clusters Score -3.65009e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328325 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -36500920.000000 Penalty: 6303.354980
	Iteration 69Q: 3 clusters Score -3.650092e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328350 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -36500896.000000 Penalty: 6303.354980
	Iteration 70Q: 3 clusters Score -3.65009e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328370 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -36500868.000000 Penalty: 6303.354980
	Iteration 71Q: 3 clusters Score -3.650087e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328381 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -36500868.000000 Penalty: 6303.354980
	Iteration 72Q: 3 clusters Score -3.650087e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328391 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -36500860.000000 Penalty: 6303.354980
	Iteration 73Q: 3 clusters Score -3.650086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328404 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -36500840.000000 Penalty: 6303.354980
	Iteration 74Q: 3 clusters Score -3.650084e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328418 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -36500824.000000 Penalty: 6303.354980
	Iteration 75Q: 3 clusters Score -3.650082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328426 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -36500832.000000 Penalty: 6303.354980
	Iteration 76Q: 3 clusters Score -3.650083e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328430 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -36500848.000000 Penalty: 6303.354980
	Iteration 77Q: 3 clusters Score -3.650085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328434 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -36500804.000000 Penalty: 6303.354980
	Iteration 78Q: 3 clusters Score -3.65008e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328435 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -36500824.000000 Penalty: 6303.354980
	Iteration 79Q: 3 clusters Score -3.650082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328437 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -36500828.000000 Penalty: 6303.354980
	Iteration 80F: 3 clusters Score -3.650083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328443 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -36500828.000000 Penalty: 6303.354980
	Iteration 81Q: 3 clusters Score -3.650083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328445 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -36500804.000000 Penalty: 6303.354980
	Iteration 82Q: 3 clusters Score -3.65008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328445 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -36500808.000000 Penalty: 6303.354980
	Iteration 83Q: 3 clusters Score -3.650081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328446 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -36500800.000000 Penalty: 6303.354980
	Iteration 84Q: 3 clusters Score -3.65008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328448 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -36500792.000000 Penalty: 6303.354980
	Iteration 85Q: 3 clusters Score -3.650079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328447 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -36500796.000000 Penalty: 6303.354980
	Iteration 86Q: 3 clusters Score -3.65008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328447 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -36500796.000000 Penalty: 6303.354980
	Iteration 87F: 3 clusters Score -3.65008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Entering Unmasked Estep 
Score: -778123.562500 Penalty: 2198.737305
	Iteration 0F: 2 clusters Score -778123.6 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 3553 members 
Entering Unmasked Estep 
Score: -772279.250000 Penalty: 4397.474609
	Iteration 0F: 3 clusters Score -772279.2 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -773765.500000 Penalty: 4397.474609
	Iteration 1F: 3 clusters Score -773765.5 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -773986.500000 Penalty: 4397.474609
	Iteration 2F: 3 clusters Score -773986.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -774112.562500 Penalty: 4397.474609
	Iteration 3Q: 3 clusters Score -774112.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -774200.062500 Penalty: 4397.474609
	Iteration 4Q: 3 clusters Score -774200.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -774274.000000 Penalty: 4397.474609
	Iteration 5Q: 3 clusters Score -774274 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -774334.437500 Penalty: 4397.474609
	Iteration 6Q: 3 clusters Score -774334.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -774377.375000 Penalty: 4397.474609
	Iteration 7Q: 3 clusters Score -774377.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -774412.500000 Penalty: 4397.474609
	Iteration 8Q: 3 clusters Score -774412.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -774445.937500 Penalty: 4397.474609
	Iteration 9Q: 3 clusters Score -774445.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -774482.125000 Penalty: 4397.474609
	Iteration 10Q: 3 clusters Score -774482.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -774523.937500 Penalty: 4397.474609
	Iteration 11Q: 3 clusters Score -774523.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -774557.437500 Penalty: 4397.474609
	Iteration 12Q: 3 clusters Score -774557.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -774592.625000 Penalty: 4397.474609
	Iteration 13Q: 3 clusters Score -774592.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -774637.375000 Penalty: 4397.474609
	Iteration 14Q: 3 clusters Score -774637.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -774672.187500 Penalty: 4397.474609
	Iteration 15Q: 3 clusters Score -774672.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -774709.125000 Penalty: 4397.474609
	Iteration 16Q: 3 clusters Score -774709.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -774747.812500 Penalty: 4397.474609
	Iteration 17Q: 3 clusters Score -774747.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -774794.875000 Penalty: 4397.474609
	Iteration 18Q: 3 clusters Score -774794.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -774848.250000 Penalty: 4397.474609
	Iteration 19Q: 3 clusters Score -774848.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -774895.937500 Penalty: 4397.474609
	Iteration 20F: 3 clusters Score -774895.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -774956.937500 Penalty: 4397.474609
	Iteration 21Q: 3 clusters Score -774956.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -775030.000000 Penalty: 4397.474609
	Iteration 22Q: 3 clusters Score -775030 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -775115.062500 Penalty: 4397.474609
	Iteration 23Q: 3 clusters Score -775115.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -775219.500000 Penalty: 4397.474609
	Iteration 24Q: 3 clusters Score -775219.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -775329.062500 Penalty: 4397.474609
	Iteration 25Q: 3 clusters Score -775329.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -775400.875000 Penalty: 4397.474609
	Iteration 26Q: 3 clusters Score -775400.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -775457.000000 Penalty: 4397.474609
	Iteration 27Q: 3 clusters Score -775457 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -775504.187500 Penalty: 4397.474609
	Iteration 28Q: 3 clusters Score -775504.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -775554.125000 Penalty: 4397.474609
	Iteration 29Q: 3 clusters Score -775554.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -775605.125000 Penalty: 4397.474609
	Iteration 30Q: 3 clusters Score -775605.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -775648.812500 Penalty: 4397.474609
	Iteration 31Q: 3 clusters Score -775648.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -775685.187500 Penalty: 4397.474609
	Iteration 32Q: 3 clusters Score -775685.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -775727.125000 Penalty: 4397.474609
	Iteration 33Q: 3 clusters Score -775727.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -775767.812500 Penalty: 4397.474609
	Iteration 34Q: 3 clusters Score -775767.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -775815.125000 Penalty: 4397.474609
	Iteration 35Q: 3 clusters Score -775815.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -775861.437500 Penalty: 4397.474609
	Iteration 36Q: 3 clusters Score -775861.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -775901.437500 Penalty: 4397.474609
	Iteration 37Q: 3 clusters Score -775901.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -775934.812500 Penalty: 4397.474609
	Iteration 38Q: 3 clusters Score -775934.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -775967.125000 Penalty: 4397.474609
	Iteration 39Q: 3 clusters Score -775967.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -775998.437500 Penalty: 4397.474609
	Iteration 40F: 3 clusters Score -775998.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -776037.250000 Penalty: 4397.474609
	Iteration 41Q: 3 clusters Score -776037.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -776068.625000 Penalty: 4397.474609
	Iteration 42Q: 3 clusters Score -776068.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -776093.062500 Penalty: 4397.474609
	Iteration 43Q: 3 clusters Score -776093.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -776113.562500 Penalty: 4397.474609
	Iteration 44Q: 3 clusters Score -776113.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -776131.375000 Penalty: 4397.474609
	Iteration 45Q: 3 clusters Score -776131.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -776152.187500 Penalty: 4397.474609
	Iteration 46Q: 3 clusters Score -776152.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -776167.750000 Penalty: 4397.474609
	Iteration 47Q: 3 clusters Score -776167.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -776180.250000 Penalty: 4397.474609
	Iteration 48Q: 3 clusters Score -776180.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -776186.187500 Penalty: 4397.474609
	Iteration 49Q: 3 clusters Score -776186.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -776194.000000 Penalty: 4397.474609
	Iteration 50Q: 3 clusters Score -776194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -776198.875000 Penalty: 4397.474609
	Iteration 51Q: 3 clusters Score -776198.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -776205.125000 Penalty: 4397.474609
	Iteration 52Q: 3 clusters Score -776205.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -776210.750000 Penalty: 4397.474609
	Iteration 53Q: 3 clusters Score -776210.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -776214.437500 Penalty: 4397.474609
	Iteration 54Q: 3 clusters Score -776214.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -776218.187500 Penalty: 4397.474609
	Iteration 55Q: 3 clusters Score -776218.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -776219.375000 Penalty: 4397.474609
	Iteration 56Q: 3 clusters Score -776219.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -776220.250000 Penalty: 4397.474609
	Iteration 57Q: 3 clusters Score -776220.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -776222.500000 Penalty: 4397.474609
	Iteration 58Q: 3 clusters Score -776222.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -776223.187500 Penalty: 4397.474609
	Iteration 59Q: 3 clusters Score -776223.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -776225.875000 Penalty: 4397.474609
	Iteration 60F: 3 clusters Score -776225.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -776228.687500 Penalty: 4397.474609
	Iteration 61Q: 3 clusters Score -776228.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -776229.500000 Penalty: 4397.474609
	Iteration 62Q: 3 clusters Score -776229.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -776233.437500 Penalty: 4397.474609
	Iteration 63Q: 3 clusters Score -776233.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -776232.000000 Penalty: 4397.474609
	Iteration 64Q: 3 clusters Score -776232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -776235.187500 Penalty: 4397.474609
	Iteration 65Q: 3 clusters Score -776235.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -776235.937500 Penalty: 4397.474609
	Iteration 66Q: 3 clusters Score -776235.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -776236.625000 Penalty: 4397.474609
	Iteration 67Q: 3 clusters Score -776236.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -776235.312500 Penalty: 4397.474609
	Iteration 68Q: 3 clusters Score -776235.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -776237.125000 Penalty: 4397.474609
	Iteration 69Q: 3 clusters Score -776237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -776238.687500 Penalty: 4397.474609
	Iteration 70Q: 3 clusters Score -776238.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -776238.687500 Penalty: 4397.474609
	Iteration 71F: 3 clusters Score -776238.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Entering Unmasked Estep 
Score: -6507183.000000 Penalty: 2721.269043
	Iteration 0F: 2 clusters Score -6507183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -6468059.000000 Penalty: 5442.538086
	Iteration 0F: 3 clusters Score -6468059 nChanged 27219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -6483007.000000 Penalty: 5442.538086
	Iteration 1F: 3 clusters Score -6483007 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -6483557.500000 Penalty: 5442.538086
	Iteration 2Q: 3 clusters Score -6483558 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -6484060.500000 Penalty: 5442.538086
	Iteration 3Q: 3 clusters Score -6484060 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -6484541.000000 Penalty: 5442.538086
	Iteration 4Q: 3 clusters Score -6484541 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -6485079.500000 Penalty: 5442.538086
	Iteration 5Q: 3 clusters Score -6485080 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -6485765.500000 Penalty: 5442.538086
	Iteration 6Q: 3 clusters Score -6485766 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -6486747.500000 Penalty: 5442.538086
	Iteration 7Q: 3 clusters Score -6486748 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -6488138.000000 Penalty: 5442.538086
	Iteration 8Q: 3 clusters Score -6488138 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -6490167.500000 Penalty: 5442.538086
	Iteration 9F: 3 clusters Score -6490168 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -6492931.500000 Penalty: 5442.538086
	Iteration 10F: 3 clusters Score -6492932 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -6495929.000000 Penalty: 5442.538086
	Iteration 11F: 3 clusters Score -6495929 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -6498702.500000 Penalty: 5442.538086
	Iteration 12F: 3 clusters Score -6498702 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -6500705.500000 Penalty: 5442.538086
	Iteration 13Q: 3 clusters Score -6500706 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -6501870.500000 Penalty: 5442.538086
	Iteration 14Q: 3 clusters Score -6501870 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -6502496.000000 Penalty: 5442.538086
	Iteration 15Q: 3 clusters Score -6502496 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -6502866.500000 Penalty: 5442.538086
	Iteration 16Q: 3 clusters Score -6502866 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -6503141.500000 Penalty: 5442.538086
	Iteration 17Q: 3 clusters Score -6503142 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -6503343.000000 Penalty: 5442.538086
	Iteration 18Q: 3 clusters Score -6503343 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -6503496.000000 Penalty: 5442.538086
	Iteration 19Q: 3 clusters Score -6503496 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -6503629.000000 Penalty: 5442.538086
	Iteration 20F: 3 clusters Score -6503629 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -6503756.500000 Penalty: 5442.538086
	Iteration 21Q: 3 clusters Score -6503756 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -6503887.500000 Penalty: 5442.538086
	Iteration 22Q: 3 clusters Score -6503888 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -6503955.500000 Penalty: 5442.538086
	Iteration 23Q: 3 clusters Score -6503956 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -6504038.500000 Penalty: 5442.538086
	Iteration 24Q: 3 clusters Score -6504038 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -6504115.000000 Penalty: 5442.538086
	Iteration 25Q: 3 clusters Score -6504115 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -6504178.500000 Penalty: 5442.538086
	Iteration 26Q: 3 clusters Score -6504178 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 53941 members 
Entering Unmasked Estep 
Score: -6504249.500000 Penalty: 5442.538086
	Iteration 27Q: 3 clusters Score -6504250 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -6504314.000000 Penalty: 5442.538086
	Iteration 28Q: 3 clusters Score -6504314 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -6504375.500000 Penalty: 5442.538086
	Iteration 29Q: 3 clusters Score -6504376 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -6504408.500000 Penalty: 5442.538086
	Iteration 30Q: 3 clusters Score -6504408 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -6504455.000000 Penalty: 5442.538086
	Iteration 31Q: 3 clusters Score -6504455 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -6504488.000000 Penalty: 5442.538086
	Iteration 32Q: 3 clusters Score -6504488 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -6504519.000000 Penalty: 5442.538086
	Iteration 33Q: 3 clusters Score -6504519 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -6504548.000000 Penalty: 5442.538086
	Iteration 34Q: 3 clusters Score -6504548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -6504575.000000 Penalty: 5442.538086
	Iteration 35Q: 3 clusters Score -6504575 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -6504614.000000 Penalty: 5442.538086
	Iteration 36Q: 3 clusters Score -6504614 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 55402 members 
Entering Unmasked Estep 
Score: -6504625.000000 Penalty: 5442.538086
	Iteration 37Q: 3 clusters Score -6504625 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 55469 members 
Entering Unmasked Estep 
Score: -6504645.000000 Penalty: 5442.538086
	Iteration 38Q: 3 clusters Score -6504645 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -6504647.000000 Penalty: 5442.538086
	Iteration 39Q: 3 clusters Score -6504647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -6504663.000000 Penalty: 5442.538086
	Iteration 40F: 3 clusters Score -6504663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -6504683.000000 Penalty: 5442.538086
	Iteration 41Q: 3 clusters Score -6504683 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 55686 members 
Entering Unmasked Estep 
Score: -6504691.500000 Penalty: 5442.538086
	Iteration 42Q: 3 clusters Score -6504692 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -6504693.000000 Penalty: 5442.538086
	Iteration 43Q: 3 clusters Score -6504693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -6504709.000000 Penalty: 5442.538086
	Iteration 44Q: 3 clusters Score -6504709 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -6504705.000000 Penalty: 5442.538086
	Iteration 45Q: 3 clusters Score -6504705 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 55868 members 
Entering Unmasked Estep 
Score: -6504721.000000 Penalty: 5442.538086
	Iteration 46Q: 3 clusters Score -6504721 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -6504748.000000 Penalty: 5442.538086
	Iteration 47Q: 3 clusters Score -6504748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -6504759.000000 Penalty: 5442.538086
	Iteration 48Q: 3 clusters Score -6504759 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -6504769.500000 Penalty: 5442.538086
	Iteration 49Q: 3 clusters Score -6504770 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -6504785.000000 Penalty: 5442.538086
	Iteration 50Q: 3 clusters Score -6504785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -6504789.500000 Penalty: 5442.538086
	Iteration 51Q: 3 clusters Score -6504790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -6504807.500000 Penalty: 5442.538086
	Iteration 52Q: 3 clusters Score -6504808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 56133 members 
Entering Unmasked Estep 
Score: -6504809.000000 Penalty: 5442.538086
	Iteration 53Q: 3 clusters Score -6504809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -6504821.500000 Penalty: 5442.538086
	Iteration 54Q: 3 clusters Score -6504822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -6504831.000000 Penalty: 5442.538086
	Iteration 55Q: 3 clusters Score -6504831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -6504831.500000 Penalty: 5442.538086
	Iteration 56Q: 3 clusters Score -6504832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 56224 members 
Entering Unmasked Estep 
Score: -6504839.500000 Penalty: 5442.538086
	Iteration 57Q: 3 clusters Score -6504840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -6504855.000000 Penalty: 5442.538086
	Iteration 58Q: 3 clusters Score -6504855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 56261 members 
Entering Unmasked Estep 
Score: -6504851.500000 Penalty: 5442.538086
	Iteration 59Q: 3 clusters Score -6504852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 56281 members 
Entering Unmasked Estep 
Score: -6504863.000000 Penalty: 5442.538086
	Iteration 60F: 3 clusters Score -6504863 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -6504883.000000 Penalty: 5442.538086
	Iteration 61Q: 3 clusters Score -6504883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -6504887.500000 Penalty: 5442.538086
	Iteration 62Q: 3 clusters Score -6504888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 56353 members 
Entering Unmasked Estep 
Score: -6504889.000000 Penalty: 5442.538086
	Iteration 63Q: 3 clusters Score -6504889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -6504898.500000 Penalty: 5442.538086
	Iteration 64Q: 3 clusters Score -6504898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -6504908.000000 Penalty: 5442.538086
	Iteration 65Q: 3 clusters Score -6504908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 56420 members 
Entering Unmasked Estep 
Score: -6504919.500000 Penalty: 5442.538086
	Iteration 66Q: 3 clusters Score -6504920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -6504927.500000 Penalty: 5442.538086
	Iteration 67Q: 3 clusters Score -6504928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -6504935.000000 Penalty: 5442.538086
	Iteration 68Q: 3 clusters Score -6504935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -6504948.000000 Penalty: 5442.538086
	Iteration 69Q: 3 clusters Score -6504948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 56489 members 
Entering Unmasked Estep 
Score: -6504957.000000 Penalty: 5442.538086
	Iteration 70Q: 3 clusters Score -6504957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 56505 members 
Entering Unmasked Estep 
Score: -6504958.500000 Penalty: 5442.538086
	Iteration 71Q: 3 clusters Score -6504958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -6504962.500000 Penalty: 5442.538086
	Iteration 72Q: 3 clusters Score -6504962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -6504966.000000 Penalty: 5442.538086
	Iteration 73Q: 3 clusters Score -6504966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 56566 members 
Entering Unmasked Estep 
Score: -6504967.500000 Penalty: 5442.538086
	Iteration 74Q: 3 clusters Score -6504968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -6504960.500000 Penalty: 5442.538086
	Iteration 75Q: 3 clusters Score -6504960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -6504971.500000 Penalty: 5442.538086
	Iteration 76Q: 3 clusters Score -6504972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 56614 members 
Entering Unmasked Estep 
Score: -6504974.000000 Penalty: 5442.538086
	Iteration 77Q: 3 clusters Score -6504974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -6504981.000000 Penalty: 5442.538086
	Iteration 78Q: 3 clusters Score -6504981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 56639 members 
Entering Unmasked Estep 
Score: -6504979.000000 Penalty: 5442.538086
	Iteration 79Q: 3 clusters Score -6504979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -6504990.500000 Penalty: 5442.538086
	Iteration 80F: 3 clusters Score -6504990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -6504993.500000 Penalty: 5442.538086
	Iteration 81Q: 3 clusters Score -6504994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -6504997.000000 Penalty: 5442.538086
	Iteration 82Q: 3 clusters Score -6504997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -6504995.500000 Penalty: 5442.538086
	Iteration 83Q: 3 clusters Score -6504996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -6504997.500000 Penalty: 5442.538086
	Iteration 84Q: 3 clusters Score -6504998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -6504996.000000 Penalty: 5442.538086
	Iteration 85Q: 3 clusters Score -6504996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -6504992.000000 Penalty: 5442.538086
	Iteration 86Q: 3 clusters Score -6504992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -6505002.500000 Penalty: 5442.538086
	Iteration 87Q: 3 clusters Score -6505002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -6504998.500000 Penalty: 5442.538086
	Iteration 88Q: 3 clusters Score -6504998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -6505001.000000 Penalty: 5442.538086
	Iteration 89Q: 3 clusters Score -6505001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -6504999.000000 Penalty: 5442.538086
	Iteration 90Q: 3 clusters Score -6504999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -6505008.000000 Penalty: 5442.538086
	Iteration 91Q: 3 clusters Score -6505008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 56708 members 
Entering Unmasked Estep 
Score: -6505007.000000 Penalty: 5442.538086
	Iteration 92Q: 3 clusters Score -6505007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -6505014.500000 Penalty: 5442.538086
	Iteration 93Q: 3 clusters Score -6505014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 56722 members 
Entering Unmasked Estep 
Score: -6505018.000000 Penalty: 5442.538086
	Iteration 94Q: 3 clusters Score -6505018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -6505015.000000 Penalty: 5442.538086
	Iteration 95Q: 3 clusters Score -6505015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -6505015.000000 Penalty: 5442.538086
	Iteration 96Q: 3 clusters Score -6505015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -6505008.000000 Penalty: 5442.538086
	Iteration 97Q: 3 clusters Score -6505008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -6505010.500000 Penalty: 5442.538086
	Iteration 98Q: 3 clusters Score -6505010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -6505015.000000 Penalty: 5442.538086
	Iteration 99Q: 3 clusters Score -6505015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -6505015.000000 Penalty: 5442.538086
	Iteration 100F: 3 clusters Score -6505015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (115466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115466 members 
Entering Unmasked Estep 
Score: -13078201.000000 Penalty: 2890.869385
	Iteration 0F: 2 clusters Score -1.30782e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 57651 members 
Entering Unmasked Estep 
Score: -13001082.000000 Penalty: 5781.738770
	Iteration 0F: 3 clusters Score -1.300108e+07 nChanged 54855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 57390 members 
Entering Unmasked Estep 
Score: -13032135.000000 Penalty: 5781.738770
	Iteration 1F: 3 clusters Score -1.303214e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 57039 members 
Entering Unmasked Estep 
Score: -13032903.000000 Penalty: 5781.738770
	Iteration 2Q: 3 clusters Score -1.30329e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -13033577.000000 Penalty: 5781.738770
	Iteration 3Q: 3 clusters Score -1.303358e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -13034166.000000 Penalty: 5781.738770
	Iteration 4Q: 3 clusters Score -1.303417e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60680 members 
Mstep: Class 2 contains 54786 members 
Entering Unmasked Estep 
Score: -13034942.000000 Penalty: 5781.738770
	Iteration 5Q: 3 clusters Score -1.303494e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62123 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -13035728.000000 Penalty: 5781.738770
	Iteration 6Q: 3 clusters Score -1.303573e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -13036731.000000 Penalty: 5781.738770
	Iteration 7Q: 3 clusters Score -1.303673e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -13038421.000000 Penalty: 5781.738770
	Iteration 8Q: 3 clusters Score -1.303842e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71325 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -13040658.000000 Penalty: 5781.738770
	Iteration 9Q: 3 clusters Score -1.304066e+07 nChanged 6129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76980 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -13044296.000000 Penalty: 5781.738770
	Iteration 10F: 3 clusters Score -1.30443e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83981 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -13049411.000000 Penalty: 5781.738770
	Iteration 11F: 3 clusters Score -1.304941e+07 nChanged 7818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91641 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -13055612.000000 Penalty: 5781.738770
	Iteration 12F: 3 clusters Score -1.305561e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98978 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -13061985.000000 Penalty: 5781.738770
	Iteration 13F: 3 clusters Score -1.306198e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104764 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -13067042.000000 Penalty: 5781.738770
	Iteration 14F: 3 clusters Score -1.306704e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108783 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -13070426.000000 Penalty: 5781.738770
	Iteration 15Q: 3 clusters Score -1.307043e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111450 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -13072658.000000 Penalty: 5781.738770
	Iteration 16Q: 3 clusters Score -1.307266e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113075 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -13074040.000000 Penalty: 5781.738770
	Iteration 17Q: 3 clusters Score -1.307404e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113999 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -13074818.000000 Penalty: 5781.738770
	Iteration 18Q: 3 clusters Score -1.307482e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114446 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -13075174.000000 Penalty: 5781.738770
	Iteration 19Q: 3 clusters Score -1.307517e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114680 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -13075382.000000 Penalty: 5781.738770
	Iteration 20F: 3 clusters Score -1.307538e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114812 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -13075499.000000 Penalty: 5781.738770
	Iteration 21Q: 3 clusters Score -1.30755e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114890 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -13075557.000000 Penalty: 5781.738770
	Iteration 22Q: 3 clusters Score -1.307556e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114939 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -13075599.000000 Penalty: 5781.738770
	Iteration 23Q: 3 clusters Score -1.30756e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114970 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -13075611.000000 Penalty: 5781.738770
	Iteration 24Q: 3 clusters Score -1.307561e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114980 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -13075630.000000 Penalty: 5781.738770
	Iteration 25Q: 3 clusters Score -1.307563e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114993 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -13075635.000000 Penalty: 5781.738770
	Iteration 26Q: 3 clusters Score -1.307564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115001 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -13075641.000000 Penalty: 5781.738770
	Iteration 27Q: 3 clusters Score -1.307564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115004 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -13075637.000000 Penalty: 5781.738770
	Iteration 28Q: 3 clusters Score -1.307564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115007 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -13075632.000000 Penalty: 5781.738770
	Iteration 29Q: 3 clusters Score -1.307563e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115013 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -13075637.000000 Penalty: 5781.738770
	Iteration 30Q: 3 clusters Score -1.307564e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115020 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -13075648.000000 Penalty: 5781.738770
	Iteration 31Q: 3 clusters Score -1.307565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -13075644.000000 Penalty: 5781.738770
	Iteration 32Q: 3 clusters Score -1.307564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -13075641.000000 Penalty: 5781.738770
	Iteration 33Q: 3 clusters Score -1.307564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115028 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -13075653.000000 Penalty: 5781.738770
	Iteration 34Q: 3 clusters Score -1.307565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115031 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -13075665.000000 Penalty: 5781.738770
	Iteration 35Q: 3 clusters Score -1.307566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115032 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -13075666.000000 Penalty: 5781.738770
	Iteration 36Q: 3 clusters Score -1.307567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115033 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13075667.000000 Penalty: 5781.738770
	Iteration 37Q: 3 clusters Score -1.307567e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115033 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -13075667.000000 Penalty: 5781.738770
	Iteration 38F: 3 clusters Score -1.307567e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Entering Unmasked Estep 
Score: -5221378.500000 Penalty: 2664.527588
	Iteration 0F: 2 clusters Score -5221378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -5189986.500000 Penalty: 5329.055176
	Iteration 0F: 3 clusters Score -5189986 nChanged 21361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -5202060.000000 Penalty: 5329.055176
	Iteration 1F: 3 clusters Score -5202060 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -5203046.500000 Penalty: 5329.055176
	Iteration 2Q: 3 clusters Score -5203046 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -5204486.500000 Penalty: 5329.055176
	Iteration 3F: 3 clusters Score -5204486 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -5206677.000000 Penalty: 5329.055176
	Iteration 4F: 3 clusters Score -5206677 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -5209602.500000 Penalty: 5329.055176
	Iteration 5F: 3 clusters Score -5209602 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -5213087.000000 Penalty: 5329.055176
	Iteration 6F: 3 clusters Score -5213087 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -5216069.000000 Penalty: 5329.055176
	Iteration 7F: 3 clusters Score -5216069 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5217831.500000 Penalty: 5329.055176
	Iteration 8Q: 3 clusters Score -5217832 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5218544.500000 Penalty: 5329.055176
	Iteration 9Q: 3 clusters Score -5218544 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5218782.500000 Penalty: 5329.055176
	Iteration 10Q: 3 clusters Score -5218782 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5218915.000000 Penalty: 5329.055176
	Iteration 11Q: 3 clusters Score -5218915 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5218994.500000 Penalty: 5329.055176
	Iteration 12Q: 3 clusters Score -5218994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5219034.500000 Penalty: 5329.055176
	Iteration 13Q: 3 clusters Score -5219034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5219057.500000 Penalty: 5329.055176
	Iteration 14Q: 3 clusters Score -5219058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5219063.500000 Penalty: 5329.055176
	Iteration 15Q: 3 clusters Score -5219064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5219072.500000 Penalty: 5329.055176
	Iteration 16Q: 3 clusters Score -5219072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5219069.500000 Penalty: 5329.055176
	Iteration 17Q: 3 clusters Score -5219070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5219069.500000 Penalty: 5329.055176
	Iteration 18F: 3 clusters Score -5219070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Entering Unmasked Estep 
Score: -4192294.500000 Penalty: 2610.114502
	Iteration 0F: 2 clusters Score -4192294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4166944.500000 Penalty: 5220.229004
	Iteration 0F: 3 clusters Score -4166944 nChanged 17091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4176390.250000 Penalty: 5220.229004
	Iteration 1F: 3 clusters Score -4176390 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -4176934.500000 Penalty: 5220.229004
	Iteration 2Q: 3 clusters Score -4176934 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -4177402.250000 Penalty: 5220.229004
	Iteration 3Q: 3 clusters Score -4177402 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -4177859.750000 Penalty: 5220.229004
	Iteration 4Q: 3 clusters Score -4177860 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -4178396.000000 Penalty: 5220.229004
	Iteration 5Q: 3 clusters Score -4178396 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -4179076.500000 Penalty: 5220.229004
	Iteration 6Q: 3 clusters Score -4179076 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -4179976.000000 Penalty: 5220.229004
	Iteration 7Q: 3 clusters Score -4179976 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -4181155.500000 Penalty: 5220.229004
	Iteration 8F: 3 clusters Score -4181156 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -4182717.750000 Penalty: 5220.229004
	Iteration 9F: 3 clusters Score -4182718 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -4184534.500000 Penalty: 5220.229004
	Iteration 10F: 3 clusters Score -4184534 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -4186274.750000 Penalty: 5220.229004
	Iteration 11Q: 3 clusters Score -4186275 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -4187516.000000 Penalty: 5220.229004
	Iteration 12Q: 3 clusters Score -4187516 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -4188180.250000 Penalty: 5220.229004
	Iteration 13Q: 3 clusters Score -4188180 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -4188526.750000 Penalty: 5220.229004
	Iteration 14Q: 3 clusters Score -4188527 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -4188719.750000 Penalty: 5220.229004
	Iteration 15Q: 3 clusters Score -4188720 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -4188828.500000 Penalty: 5220.229004
	Iteration 16Q: 3 clusters Score -4188828 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -4188915.500000 Penalty: 5220.229004
	Iteration 17Q: 3 clusters Score -4188916 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -4188956.250000 Penalty: 5220.229004
	Iteration 18Q: 3 clusters Score -4188956 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -4189026.750000 Penalty: 5220.229004
	Iteration 19Q: 3 clusters Score -4189027 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -4189081.750000 Penalty: 5220.229004
	Iteration 20F: 3 clusters Score -4189082 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -4189144.500000 Penalty: 5220.229004
	Iteration 21Q: 3 clusters Score -4189144 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -4189176.750000 Penalty: 5220.229004
	Iteration 22Q: 3 clusters Score -4189177 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -4189217.000000 Penalty: 5220.229004
	Iteration 23Q: 3 clusters Score -4189217 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -4189253.500000 Penalty: 5220.229004
	Iteration 24Q: 3 clusters Score -4189254 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -4189294.000000 Penalty: 5220.229004
	Iteration 25Q: 3 clusters Score -4189294 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -4189326.000000 Penalty: 5220.229004
	Iteration 26Q: 3 clusters Score -4189326 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4189353.000000 Penalty: 5220.229004
	Iteration 27Q: 3 clusters Score -4189353 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -4189371.000000 Penalty: 5220.229004
	Iteration 28Q: 3 clusters Score -4189371 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -4189389.250000 Penalty: 5220.229004
	Iteration 29Q: 3 clusters Score -4189389 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4189409.750000 Penalty: 5220.229004
	Iteration 30Q: 3 clusters Score -4189410 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -4189425.500000 Penalty: 5220.229004
	Iteration 31Q: 3 clusters Score -4189426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -4189458.000000 Penalty: 5220.229004
	Iteration 32Q: 3 clusters Score -4189458 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4189455.750000 Penalty: 5220.229004
	Iteration 33Q: 3 clusters Score -4189456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4189491.000000 Penalty: 5220.229004
	Iteration 34Q: 3 clusters Score -4189491 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4189503.500000 Penalty: 5220.229004
	Iteration 35Q: 3 clusters Score -4189504 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4189529.250000 Penalty: 5220.229004
	Iteration 36Q: 3 clusters Score -4189529 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -4189544.750000 Penalty: 5220.229004
	Iteration 37Q: 3 clusters Score -4189545 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4189567.750000 Penalty: 5220.229004
	Iteration 38Q: 3 clusters Score -4189568 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4189587.250000 Penalty: 5220.229004
	Iteration 39Q: 3 clusters Score -4189587 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4189610.000000 Penalty: 5220.229004
	Iteration 40F: 3 clusters Score -4189610 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4189651.000000 Penalty: 5220.229004
	Iteration 41Q: 3 clusters Score -4189651 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4189677.000000 Penalty: 5220.229004
	Iteration 42Q: 3 clusters Score -4189677 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4189692.750000 Penalty: 5220.229004
	Iteration 43Q: 3 clusters Score -4189693 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4189714.250000 Penalty: 5220.229004
	Iteration 44Q: 3 clusters Score -4189714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -4189730.250000 Penalty: 5220.229004
	Iteration 45Q: 3 clusters Score -4189730 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4189735.500000 Penalty: 5220.229004
	Iteration 46Q: 3 clusters Score -4189736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4189755.250000 Penalty: 5220.229004
	Iteration 47Q: 3 clusters Score -4189755 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4189768.500000 Penalty: 5220.229004
	Iteration 48Q: 3 clusters Score -4189768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4189780.750000 Penalty: 5220.229004
	Iteration 49Q: 3 clusters Score -4189781 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4189801.000000 Penalty: 5220.229004
	Iteration 50Q: 3 clusters Score -4189801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -4189812.750000 Penalty: 5220.229004
	Iteration 51Q: 3 clusters Score -4189813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4189825.750000 Penalty: 5220.229004
	Iteration 52Q: 3 clusters Score -4189826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4189831.500000 Penalty: 5220.229004
	Iteration 53Q: 3 clusters Score -4189832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4189832.500000 Penalty: 5220.229004
	Iteration 54Q: 3 clusters Score -4189832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4189844.750000 Penalty: 5220.229004
	Iteration 55Q: 3 clusters Score -4189845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4189846.750000 Penalty: 5220.229004
	Iteration 56Q: 3 clusters Score -4189847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4189849.500000 Penalty: 5220.229004
	Iteration 57Q: 3 clusters Score -4189850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4189854.250000 Penalty: 5220.229004
	Iteration 58Q: 3 clusters Score -4189854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4189855.750000 Penalty: 5220.229004
	Iteration 59Q: 3 clusters Score -4189856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4189856.000000 Penalty: 5220.229004
	Iteration 60F: 3 clusters Score -4189856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4189857.250000 Penalty: 5220.229004
	Iteration 61Q: 3 clusters Score -4189857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4189862.500000 Penalty: 5220.229004
	Iteration 62Q: 3 clusters Score -4189862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4189860.750000 Penalty: 5220.229004
	Iteration 63Q: 3 clusters Score -4189861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4189863.000000 Penalty: 5220.229004
	Iteration 64Q: 3 clusters Score -4189863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4189866.500000 Penalty: 5220.229004
	Iteration 65Q: 3 clusters Score -4189866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4189872.250000 Penalty: 5220.229004
	Iteration 66Q: 3 clusters Score -4189872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4189868.000000 Penalty: 5220.229004
	Iteration 67Q: 3 clusters Score -4189868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4189873.750000 Penalty: 5220.229004
	Iteration 68Q: 3 clusters Score -4189874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4189875.750000 Penalty: 5220.229004
	Iteration 69Q: 3 clusters Score -4189876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4189875.750000 Penalty: 5220.229004
	Iteration 70Q: 3 clusters Score -4189876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4189878.000000 Penalty: 5220.229004
	Iteration 71Q: 3 clusters Score -4189878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4189886.500000 Penalty: 5220.229004
	Iteration 72Q: 3 clusters Score -4189886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4189881.750000 Penalty: 5220.229004
	Iteration 73Q: 3 clusters Score -4189882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4189886.000000 Penalty: 5220.229004
	Iteration 74Q: 3 clusters Score -4189886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4189882.500000 Penalty: 5220.229004
	Iteration 75Q: 3 clusters Score -4189882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4189890.250000 Penalty: 5220.229004
	Iteration 76Q: 3 clusters Score -4189890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4189891.000000 Penalty: 5220.229004
	Iteration 77Q: 3 clusters Score -4189891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4189892.250000 Penalty: 5220.229004
	Iteration 78Q: 3 clusters Score -4189892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4189904.250000 Penalty: 5220.229004
	Iteration 79Q: 3 clusters Score -4189904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4189910.500000 Penalty: 5220.229004
	Iteration 80F: 3 clusters Score -4189910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4189907.250000 Penalty: 5220.229004
	Iteration 81Q: 3 clusters Score -4189907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4189911.250000 Penalty: 5220.229004
	Iteration 82Q: 3 clusters Score -4189911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4189912.500000 Penalty: 5220.229004
	Iteration 83Q: 3 clusters Score -4189912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -4189919.750000 Penalty: 5220.229004
	Iteration 84Q: 3 clusters Score -4189920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4189923.750000 Penalty: 5220.229004
	Iteration 85Q: 3 clusters Score -4189924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4189930.500000 Penalty: 5220.229004
	Iteration 86Q: 3 clusters Score -4189930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4189934.000000 Penalty: 5220.229004
	Iteration 87Q: 3 clusters Score -4189934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -4189929.500000 Penalty: 5220.229004
	Iteration 88Q: 3 clusters Score -4189930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4189927.500000 Penalty: 5220.229004
	Iteration 89Q: 3 clusters Score -4189928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4189933.000000 Penalty: 5220.229004
	Iteration 90Q: 3 clusters Score -4189933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4189940.000000 Penalty: 5220.229004
	Iteration 91Q: 3 clusters Score -4189940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4189943.750000 Penalty: 5220.229004
	Iteration 92Q: 3 clusters Score -4189944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4189948.500000 Penalty: 5220.229004
	Iteration 93Q: 3 clusters Score -4189948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4189944.500000 Penalty: 5220.229004
	Iteration 94Q: 3 clusters Score -4189944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4189944.750000 Penalty: 5220.229004
	Iteration 95Q: 3 clusters Score -4189945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4189948.500000 Penalty: 5220.229004
	Iteration 96Q: 3 clusters Score -4189948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4189946.500000 Penalty: 5220.229004
	Iteration 97Q: 3 clusters Score -4189946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4189950.000000 Penalty: 5220.229004
	Iteration 98Q: 3 clusters Score -4189950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4189956.750000 Penalty: 5220.229004
	Iteration 99Q: 3 clusters Score -4189957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4189962.500000 Penalty: 5220.229004
	Iteration 100F: 3 clusters Score -4189962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4189965.250000 Penalty: 5220.229004
	Iteration 101Q: 3 clusters Score -4189965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4189965.500000 Penalty: 5220.229004
	Iteration 102Q: 3 clusters Score -4189966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4189964.750000 Penalty: 5220.229004
	Iteration 103Q: 3 clusters Score -4189965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4189965.250000 Penalty: 5220.229004
	Iteration 104Q: 3 clusters Score -4189965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4189968.500000 Penalty: 5220.229004
	Iteration 105Q: 3 clusters Score -4189968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4189965.250000 Penalty: 5220.229004
	Iteration 106Q: 3 clusters Score -4189965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4189964.250000 Penalty: 5220.229004
	Iteration 107Q: 3 clusters Score -4189964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4189970.000000 Penalty: 5220.229004
	Iteration 108Q: 3 clusters Score -4189970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4189970.500000 Penalty: 5220.229004
	Iteration 109Q: 3 clusters Score -4189970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4189973.000000 Penalty: 5220.229004
	Iteration 110Q: 3 clusters Score -4189973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4189979.000000 Penalty: 5220.229004
	Iteration 111Q: 3 clusters Score -4189979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4189980.000000 Penalty: 5220.229004
	Iteration 112Q: 3 clusters Score -4189980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4189980.000000 Penalty: 5220.229004
	Iteration 113Q: 3 clusters Score -4189980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4189979.500000 Penalty: 5220.229004
	Iteration 114Q: 3 clusters Score -4189980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4189983.250000 Penalty: 5220.229004
	Iteration 115Q: 3 clusters Score -4189983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4189981.750000 Penalty: 5220.229004
	Iteration 116Q: 3 clusters Score -4189982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4189985.750000 Penalty: 5220.229004
	Iteration 117Q: 3 clusters Score -4189986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4189985.500000 Penalty: 5220.229004
	Iteration 118Q: 3 clusters Score -4189986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4189984.250000 Penalty: 5220.229004
	Iteration 119Q: 3 clusters Score -4189984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4189980.000000 Penalty: 5220.229004
	Iteration 120F: 3 clusters Score -4189980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4189985.500000 Penalty: 5220.229004
	Iteration 121Q: 3 clusters Score -4189986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4189982.750000 Penalty: 5220.229004
	Iteration 122Q: 3 clusters Score -4189983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4189985.500000 Penalty: 5220.229004
	Iteration 123Q: 3 clusters Score -4189986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4189987.750000 Penalty: 5220.229004
	Iteration 124Q: 3 clusters Score -4189988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4189988.750000 Penalty: 5220.229004
	Iteration 125Q: 3 clusters Score -4189989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4189987.000000 Penalty: 5220.229004
	Iteration 126Q: 3 clusters Score -4189987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4189987.500000 Penalty: 5220.229004
	Iteration 127Q: 3 clusters Score -4189988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4189985.750000 Penalty: 5220.229004
	Iteration 128Q: 3 clusters Score -4189986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4189985.750000 Penalty: 5220.229004
	Iteration 129F: 3 clusters Score -4189986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Entering Unmasked Estep 
Score: -2740758.250000 Penalty: 2525.302490
	Iteration 0F: 2 clusters Score -2740758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2722665.750000 Penalty: 5050.604980
	Iteration 0F: 3 clusters Score -2722666 nChanged 11747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2729180.000000 Penalty: 5050.604980
	Iteration 1F: 3 clusters Score -2729180 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2729997.500000 Penalty: 5050.604980
	Iteration 2F: 3 clusters Score -2729998 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2730847.750000 Penalty: 5050.604980
	Iteration 3F: 3 clusters Score -2730848 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2731622.500000 Penalty: 5050.604980
	Iteration 4F: 3 clusters Score -2731622 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2732358.500000 Penalty: 5050.604980
	Iteration 5F: 3 clusters Score -2732358 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2733081.250000 Penalty: 5050.604980
	Iteration 6F: 3 clusters Score -2733081 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2733848.000000 Penalty: 5050.604980
	Iteration 7F: 3 clusters Score -2733848 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2734703.000000 Penalty: 5050.604980
	Iteration 8F: 3 clusters Score -2734703 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2735634.750000 Penalty: 5050.604980
	Iteration 9F: 3 clusters Score -2735635 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2736577.500000 Penalty: 5050.604980
	Iteration 10F: 3 clusters Score -2736578 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2737319.750000 Penalty: 5050.604980
	Iteration 11Q: 3 clusters Score -2737320 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2737803.000000 Penalty: 5050.604980
	Iteration 12Q: 3 clusters Score -2737803 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2738154.750000 Penalty: 5050.604980
	Iteration 13Q: 3 clusters Score -2738155 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2738438.250000 Penalty: 5050.604980
	Iteration 14Q: 3 clusters Score -2738438 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2738756.000000 Penalty: 5050.604980
	Iteration 15Q: 3 clusters Score -2738756 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2739055.000000 Penalty: 5050.604980
	Iteration 16Q: 3 clusters Score -2739055 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -2739432.500000 Penalty: 5050.604980
	Iteration 17Q: 3 clusters Score -2739432 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2739848.000000 Penalty: 5050.604980
	Iteration 18Q: 3 clusters Score -2739848 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2740119.000000 Penalty: 5050.604980
	Iteration 19Q: 3 clusters Score -2740119 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2740250.500000 Penalty: 5050.604980
	Iteration 20F: 3 clusters Score -2740250 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2740312.750000 Penalty: 5050.604980
	Iteration 21Q: 3 clusters Score -2740313 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2740328.000000 Penalty: 5050.604980
	Iteration 22Q: 3 clusters Score -2740328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2740338.750000 Penalty: 5050.604980
	Iteration 23Q: 3 clusters Score -2740339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2740352.250000 Penalty: 5050.604980
	Iteration 24Q: 3 clusters Score -2740352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2740351.500000 Penalty: 5050.604980
	Iteration 25Q: 3 clusters Score -2740352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2740358.750000 Penalty: 5050.604980
	Iteration 26Q: 3 clusters Score -2740359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2740363.000000 Penalty: 5050.604980
	Iteration 27Q: 3 clusters Score -2740363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2740366.250000 Penalty: 5050.604980
	Iteration 28Q: 3 clusters Score -2740366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2740373.750000 Penalty: 5050.604980
	Iteration 29Q: 3 clusters Score -2740374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2740373.500000 Penalty: 5050.604980
	Iteration 30Q: 3 clusters Score -2740374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2740380.500000 Penalty: 5050.604980
	Iteration 31Q: 3 clusters Score -2740380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2740382.250000 Penalty: 5050.604980
	Iteration 32Q: 3 clusters Score -2740382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2740382.250000 Penalty: 5050.604980
	Iteration 33Q: 3 clusters Score -2740382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2740386.250000 Penalty: 5050.604980
	Iteration 34Q: 3 clusters Score -2740386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2740393.500000 Penalty: 5050.604980
	Iteration 35Q: 3 clusters Score -2740394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2740391.750000 Penalty: 5050.604980
	Iteration 36Q: 3 clusters Score -2740392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2740389.250000 Penalty: 5050.604980
	Iteration 37Q: 3 clusters Score -2740389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2740393.750000 Penalty: 5050.604980
	Iteration 38Q: 3 clusters Score -2740394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2740395.500000 Penalty: 5050.604980
	Iteration 39Q: 3 clusters Score -2740396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2740397.750000 Penalty: 5050.604980
	Iteration 40F: 3 clusters Score -2740398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2740400.000000 Penalty: 5050.604980
	Iteration 41Q: 3 clusters Score -2740400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2740405.000000 Penalty: 5050.604980
	Iteration 42Q: 3 clusters Score -2740405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2740398.500000 Penalty: 5050.604980
	Iteration 43Q: 3 clusters Score -2740398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2740403.000000 Penalty: 5050.604980
	Iteration 44Q: 3 clusters Score -2740403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2740403.500000 Penalty: 5050.604980
	Iteration 45Q: 3 clusters Score -2740404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2740405.750000 Penalty: 5050.604980
	Iteration 46Q: 3 clusters Score -2740406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2740409.000000 Penalty: 5050.604980
	Iteration 47Q: 3 clusters Score -2740409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2740415.250000 Penalty: 5050.604980
	Iteration 48Q: 3 clusters Score -2740415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2740408.750000 Penalty: 5050.604980
	Iteration 49Q: 3 clusters Score -2740409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2740405.250000 Penalty: 5050.604980
	Iteration 50Q: 3 clusters Score -2740405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2740409.000000 Penalty: 5050.604980
	Iteration 51Q: 3 clusters Score -2740409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2740406.750000 Penalty: 5050.604980
	Iteration 52Q: 3 clusters Score -2740407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2740409.000000 Penalty: 5050.604980
	Iteration 53Q: 3 clusters Score -2740409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2740410.750000 Penalty: 5050.604980
	Iteration 54Q: 3 clusters Score -2740411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2740413.250000 Penalty: 5050.604980
	Iteration 55Q: 3 clusters Score -2740413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2740412.500000 Penalty: 5050.604980
	Iteration 56Q: 3 clusters Score -2740412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2740412.500000 Penalty: 5050.604980
	Iteration 57F: 3 clusters Score -2740412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Entering Unmasked Estep 
Score: -251934.531250 Penalty: 1927.224609
	Iteration 0F: 2 clusters Score -251934.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -249061.312500 Penalty: 3854.449219
	Iteration 0F: 3 clusters Score -249061.3 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -249596.859375 Penalty: 3854.449219
	Iteration 1F: 3 clusters Score -249596.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -249729.578125 Penalty: 3854.449219
	Iteration 2F: 3 clusters Score -249729.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -249805.609375 Penalty: 3854.449219
	Iteration 3Q: 3 clusters Score -249805.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -249859.781250 Penalty: 3854.449219
	Iteration 4Q: 3 clusters Score -249859.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -249890.015625 Penalty: 3854.449219
	Iteration 5Q: 3 clusters Score -249890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -249912.500000 Penalty: 3854.449219
	Iteration 6Q: 3 clusters Score -249912.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -249928.843750 Penalty: 3854.449219
	Iteration 7Q: 3 clusters Score -249928.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -249941.968750 Penalty: 3854.449219
	Iteration 8Q: 3 clusters Score -249942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -249957.640625 Penalty: 3854.449219
	Iteration 9Q: 3 clusters Score -249957.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -249969.812500 Penalty: 3854.449219
	Iteration 10Q: 3 clusters Score -249969.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -249984.187500 Penalty: 3854.449219
	Iteration 11Q: 3 clusters Score -249984.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -249999.000000 Penalty: 3854.449219
	Iteration 12Q: 3 clusters Score -249999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -250009.640625 Penalty: 3854.449219
	Iteration 13Q: 3 clusters Score -250009.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -250019.375000 Penalty: 3854.449219
	Iteration 14Q: 3 clusters Score -250019.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -250029.562500 Penalty: 3854.449219
	Iteration 15Q: 3 clusters Score -250029.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -250038.203125 Penalty: 3854.449219
	Iteration 16Q: 3 clusters Score -250038.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -250049.562500 Penalty: 3854.449219
	Iteration 17Q: 3 clusters Score -250049.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -250063.656250 Penalty: 3854.449219
	Iteration 18Q: 3 clusters Score -250063.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -250079.890625 Penalty: 3854.449219
	Iteration 19Q: 3 clusters Score -250079.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -250095.921875 Penalty: 3854.449219
	Iteration 20F: 3 clusters Score -250095.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -250110.968750 Penalty: 3854.449219
	Iteration 21Q: 3 clusters Score -250111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -250123.875000 Penalty: 3854.449219
	Iteration 22Q: 3 clusters Score -250123.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -250133.328125 Penalty: 3854.449219
	Iteration 23Q: 3 clusters Score -250133.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -250138.859375 Penalty: 3854.449219
	Iteration 24Q: 3 clusters Score -250138.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -250142.203125 Penalty: 3854.449219
	Iteration 25Q: 3 clusters Score -250142.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -250144.281250 Penalty: 3854.449219
	Iteration 26Q: 3 clusters Score -250144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -250145.718750 Penalty: 3854.449219
	Iteration 27Q: 3 clusters Score -250145.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -250147.562500 Penalty: 3854.449219
	Iteration 28Q: 3 clusters Score -250147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -250149.375000 Penalty: 3854.449219
	Iteration 29Q: 3 clusters Score -250149.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -250152.656250 Penalty: 3854.449219
	Iteration 30Q: 3 clusters Score -250152.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -250154.718750 Penalty: 3854.449219
	Iteration 31Q: 3 clusters Score -250154.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -250156.468750 Penalty: 3854.449219
	Iteration 32Q: 3 clusters Score -250156.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -250161.937500 Penalty: 3854.449219
	Iteration 33Q: 3 clusters Score -250161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -250165.875000 Penalty: 3854.449219
	Iteration 34Q: 3 clusters Score -250165.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -250170.437500 Penalty: 3854.449219
	Iteration 35Q: 3 clusters Score -250170.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -250178.562500 Penalty: 3854.449219
	Iteration 36Q: 3 clusters Score -250178.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -250183.218750 Penalty: 3854.449219
	Iteration 37Q: 3 clusters Score -250183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -250190.484375 Penalty: 3854.449219
	Iteration 38Q: 3 clusters Score -250190.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -250203.406250 Penalty: 3854.449219
	Iteration 39Q: 3 clusters Score -250203.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -250221.171875 Penalty: 3854.449219
	Iteration 40F: 3 clusters Score -250221.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -250253.578125 Penalty: 3854.449219
	Iteration 41Q: 3 clusters Score -250253.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -250286.984375 Penalty: 3854.449219
	Iteration 42Q: 3 clusters Score -250287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -250324.937500 Penalty: 3854.449219
	Iteration 43Q: 3 clusters Score -250324.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -250387.828125 Penalty: 3854.449219
	Iteration 44Q: 3 clusters Score -250387.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -250464.734375 Penalty: 3854.449219
	Iteration 45Q: 3 clusters Score -250464.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -250525.875000 Penalty: 3854.449219
	Iteration 46Q: 3 clusters Score -250525.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -250574.359375 Penalty: 3854.449219
	Iteration 47Q: 3 clusters Score -250574.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -250617.078125 Penalty: 3854.449219
	Iteration 48Q: 3 clusters Score -250617.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -250653.093750 Penalty: 3854.449219
	Iteration 49Q: 3 clusters Score -250653.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -250680.812500 Penalty: 3854.449219
	Iteration 50Q: 3 clusters Score -250680.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -250708.484375 Penalty: 3854.449219
	Iteration 51Q: 3 clusters Score -250708.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -250724.281250 Penalty: 3854.449219
	Iteration 52Q: 3 clusters Score -250724.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -250738.390625 Penalty: 3854.449219
	Iteration 53Q: 3 clusters Score -250738.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -250751.750000 Penalty: 3854.449219
	Iteration 54Q: 3 clusters Score -250751.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -250762.828125 Penalty: 3854.449219
	Iteration 55Q: 3 clusters Score -250762.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -250778.156250 Penalty: 3854.449219
	Iteration 56Q: 3 clusters Score -250778.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -250790.468750 Penalty: 3854.449219
	Iteration 57Q: 3 clusters Score -250790.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -250810.171875 Penalty: 3854.449219
	Iteration 58Q: 3 clusters Score -250810.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -250829.593750 Penalty: 3854.449219
	Iteration 59Q: 3 clusters Score -250829.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -250845.750000 Penalty: 3854.449219
	Iteration 60F: 3 clusters Score -250845.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -250858.875000 Penalty: 3854.449219
	Iteration 61Q: 3 clusters Score -250858.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -250870.015625 Penalty: 3854.449219
	Iteration 62Q: 3 clusters Score -250870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -250877.609375 Penalty: 3854.449219
	Iteration 63Q: 3 clusters Score -250877.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -250889.500000 Penalty: 3854.449219
	Iteration 64Q: 3 clusters Score -250889.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -250899.015625 Penalty: 3854.449219
	Iteration 65Q: 3 clusters Score -250899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -250904.609375 Penalty: 3854.449219
	Iteration 66Q: 3 clusters Score -250904.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -250909.390625 Penalty: 3854.449219
	Iteration 67Q: 3 clusters Score -250909.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -250911.375000 Penalty: 3854.449219
	Iteration 68Q: 3 clusters Score -250911.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -250912.984375 Penalty: 3854.449219
	Iteration 69Q: 3 clusters Score -250913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -250913.921875 Penalty: 3854.449219
	Iteration 70Q: 3 clusters Score -250913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -250914.000000 Penalty: 3854.449219
	Iteration 71Q: 3 clusters Score -250914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -250914.890625 Penalty: 3854.449219
	Iteration 72Q: 3 clusters Score -250914.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -250916.375000 Penalty: 3854.449219
	Iteration 73Q: 3 clusters Score -250916.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -250916.750000 Penalty: 3854.449219
	Iteration 74Q: 3 clusters Score -250916.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -250918.328125 Penalty: 3854.449219
	Iteration 75Q: 3 clusters Score -250918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -250919.890625 Penalty: 3854.449219
	Iteration 76Q: 3 clusters Score -250919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -250922.234375 Penalty: 3854.449219
	Iteration 77Q: 3 clusters Score -250922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -250923.343750 Penalty: 3854.449219
	Iteration 78Q: 3 clusters Score -250923.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -250923.687500 Penalty: 3854.449219
	Iteration 79Q: 3 clusters Score -250923.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -250923.953125 Penalty: 3854.449219
	Iteration 80F: 3 clusters Score -250924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (20746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Entering Unmasked Estep 
Score: -2329267.750000 Penalty: 2465.146973
	Iteration 0F: 2 clusters Score -2329268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2314842.750000 Penalty: 4930.293945
	Iteration 0F: 3 clusters Score -2314843 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2319589.750000 Penalty: 4930.293945
	Iteration 1F: 3 clusters Score -2319590 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2319936.750000 Penalty: 4930.293945
	Iteration 2F: 3 clusters Score -2319937 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2320162.500000 Penalty: 4930.293945
	Iteration 3Q: 3 clusters Score -2320162 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2320369.500000 Penalty: 4930.293945
	Iteration 4Q: 3 clusters Score -2320370 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2320524.750000 Penalty: 4930.293945
	Iteration 5Q: 3 clusters Score -2320525 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2320681.250000 Penalty: 4930.293945
	Iteration 6Q: 3 clusters Score -2320681 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2320887.500000 Penalty: 4930.293945
	Iteration 7Q: 3 clusters Score -2320888 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2321144.000000 Penalty: 4930.293945
	Iteration 8Q: 3 clusters Score -2321144 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2321419.000000 Penalty: 4930.293945
	Iteration 9Q: 3 clusters Score -2321419 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -2321833.750000 Penalty: 4930.293945
	Iteration 10Q: 3 clusters Score -2321834 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2322387.500000 Penalty: 4930.293945
	Iteration 11Q: 3 clusters Score -2322388 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -2323144.000000 Penalty: 4930.293945
	Iteration 12F: 3 clusters Score -2323144 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2324087.000000 Penalty: 4930.293945
	Iteration 13F: 3 clusters Score -2324087 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2325177.250000 Penalty: 4930.293945
	Iteration 14F: 3 clusters Score -2325177 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2326115.500000 Penalty: 4930.293945
	Iteration 15Q: 3 clusters Score -2326116 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2326770.500000 Penalty: 4930.293945
	Iteration 16Q: 3 clusters Score -2326770 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2327160.000000 Penalty: 4930.293945
	Iteration 17Q: 3 clusters Score -2327160 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2327335.750000 Penalty: 4930.293945
	Iteration 18Q: 3 clusters Score -2327336 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2327443.750000 Penalty: 4930.293945
	Iteration 19Q: 3 clusters Score -2327444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2327514.500000 Penalty: 4930.293945
	Iteration 20F: 3 clusters Score -2327514 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2327549.500000 Penalty: 4930.293945
	Iteration 21Q: 3 clusters Score -2327550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2327564.000000 Penalty: 4930.293945
	Iteration 22Q: 3 clusters Score -2327564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2327576.500000 Penalty: 4930.293945
	Iteration 23Q: 3 clusters Score -2327576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2327584.750000 Penalty: 4930.293945
	Iteration 24Q: 3 clusters Score -2327585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2327588.250000 Penalty: 4930.293945
	Iteration 25Q: 3 clusters Score -2327588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2327590.750000 Penalty: 4930.293945
	Iteration 26Q: 3 clusters Score -2327591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2327589.500000 Penalty: 4930.293945
	Iteration 27Q: 3 clusters Score -2327590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2327592.750000 Penalty: 4930.293945
	Iteration 28Q: 3 clusters Score -2327593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2327595.000000 Penalty: 4930.293945
	Iteration 29Q: 3 clusters Score -2327595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -2327592.750000 Penalty: 4930.293945
	Iteration 30Q: 3 clusters Score -2327593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2327598.500000 Penalty: 4930.293945
	Iteration 31Q: 3 clusters Score -2327598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2327594.500000 Penalty: 4930.293945
	Iteration 32Q: 3 clusters Score -2327594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2327594.750000 Penalty: 4930.293945
	Iteration 33Q: 3 clusters Score -2327595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2327597.500000 Penalty: 4930.293945
	Iteration 34Q: 3 clusters Score -2327598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -2327605.000000 Penalty: 4930.293945
	Iteration 35Q: 3 clusters Score -2327605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2327608.000000 Penalty: 4930.293945
	Iteration 36Q: 3 clusters Score -2327608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2327609.750000 Penalty: 4930.293945
	Iteration 37Q: 3 clusters Score -2327610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2327610.000000 Penalty: 4930.293945
	Iteration 38Q: 3 clusters Score -2327610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2327610.750000 Penalty: 4930.293945
	Iteration 39Q: 3 clusters Score -2327611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2327612.500000 Penalty: 4930.293945
	Iteration 40F: 3 clusters Score -2327612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2327610.500000 Penalty: 4930.293945
	Iteration 41Q: 3 clusters Score -2327610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2327610.500000 Penalty: 4930.293945
	Iteration 42F: 3 clusters Score -2327610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -68518.515625 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -68518.52 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 373 members 
Entering Unmasked Estep 
Score: -66938.109375 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -66938.11 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -68032.531250 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -68032.53 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -69137.218750 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -69137.22 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -69951.742188 Penalty: 3280.238525
	Iteration 3F: 3 clusters Score -69951.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -70126.562500 Penalty: 3280.238525
	Iteration 4Q: 3 clusters Score -70126.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -70196.484375 Penalty: 3280.238525
	Iteration 5Q: 3 clusters Score -70196.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -70311.671875 Penalty: 3280.238525
	Iteration 6Q: 3 clusters Score -70311.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -70315.914062 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -70315.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -70315.914062 Penalty: 3280.238525
	Iteration 8F: 3 clusters Score -70315.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 330505 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58271 members 
Mstep: Class 4 contains 115466 members 
Mstep: Class 5 contains 46354 members 
Mstep: Class 6 contains 37222 members 
Mstep: Class 7 contains 26441 members 
Mstep: Class 8 contains 2371 members 
Mstep: Class 9 contains 20746 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 101398 members 
Mstep: Class 12 contains 1543 members 
Mstep: Class 13 contains 42757 members 
Mstep: Class 14 contains 5266 members 
Mstep: Class 15 contains 85112 members 
Mstep: Class 16 contains 1520 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 8561 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 613 members 
Entering Unmasked Estep 
Score: -97997368.000000 Penalty: 74808.710938
Splitting cluster 10 changes total score from -97997168.000000 to -97997368.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (101398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101398 members 
Entering Unmasked Estep 
Score: -11361174.000000 Penalty: 2858.648682
	Iteration 0F: 2 clusters Score -1.136117e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -11293468.000000 Penalty: 5717.297363
	Iteration 0F: 3 clusters Score -1.129347e+07 nChanged 47996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -11321203.000000 Penalty: 5717.297363
	Iteration 1F: 3 clusters Score -1.13212e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -11322437.000000 Penalty: 5717.297363
	Iteration 2Q: 3 clusters Score -1.132244e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -11323793.000000 Penalty: 5717.297363
	Iteration 3Q: 3 clusters Score -1.132379e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -11325749.000000 Penalty: 5717.297363
	Iteration 4Q: 3 clusters Score -1.132575e+07 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67253 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -11328849.000000 Penalty: 5717.297363
	Iteration 5F: 3 clusters Score -1.132885e+07 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74139 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -11333979.000000 Penalty: 5717.297363
	Iteration 6F: 3 clusters Score -1.133398e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82273 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -11341020.000000 Penalty: 5717.297363
	Iteration 7F: 3 clusters Score -1.134102e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90132 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -11348638.000000 Penalty: 5717.297363
	Iteration 8F: 3 clusters Score -1.134864e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95837 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -11354140.000000 Penalty: 5717.297363
	Iteration 9F: 3 clusters Score -1.135414e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98890 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -11356937.000000 Penalty: 5717.297363
	Iteration 10Q: 3 clusters Score -1.135694e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100136 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -11358060.000000 Penalty: 5717.297363
	Iteration 11Q: 3 clusters Score -1.135806e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11358475.000000 Penalty: 5717.297363
	Iteration 12Q: 3 clusters Score -1.135848e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100741 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11358669.000000 Penalty: 5717.297363
	Iteration 13Q: 3 clusters Score -1.135867e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100807 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11358768.000000 Penalty: 5717.297363
	Iteration 14Q: 3 clusters Score -1.135877e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100815 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11358874.000000 Penalty: 5717.297363
	Iteration 15Q: 3 clusters Score -1.135887e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100821 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11358923.000000 Penalty: 5717.297363
	Iteration 16Q: 3 clusters Score -1.135892e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100818 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -11358966.000000 Penalty: 5717.297363
	Iteration 17Q: 3 clusters Score -1.135897e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100823 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -11358984.000000 Penalty: 5717.297363
	Iteration 18Q: 3 clusters Score -1.135898e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100827 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11358990.000000 Penalty: 5717.297363
	Iteration 19Q: 3 clusters Score -1.135899e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100829 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11359015.000000 Penalty: 5717.297363
	Iteration 20F: 3 clusters Score -1.135902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100829 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11359029.000000 Penalty: 5717.297363
	Iteration 21Q: 3 clusters Score -1.135903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11359047.000000 Penalty: 5717.297363
	Iteration 22Q: 3 clusters Score -1.135905e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100825 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11359062.000000 Penalty: 5717.297363
	Iteration 23Q: 3 clusters Score -1.135906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100829 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11359061.000000 Penalty: 5717.297363
	Iteration 24Q: 3 clusters Score -1.135906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100829 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11359074.000000 Penalty: 5717.297363
	Iteration 25Q: 3 clusters Score -1.135907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100827 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11359082.000000 Penalty: 5717.297363
	Iteration 26Q: 3 clusters Score -1.135908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100826 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11359092.000000 Penalty: 5717.297363
	Iteration 27Q: 3 clusters Score -1.135909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100820 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -11359088.000000 Penalty: 5717.297363
	Iteration 28Q: 3 clusters Score -1.135909e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100819 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11359099.000000 Penalty: 5717.297363
	Iteration 29Q: 3 clusters Score -1.13591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -11359102.000000 Penalty: 5717.297363
	Iteration 30Q: 3 clusters Score -1.13591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100809 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -11359107.000000 Penalty: 5717.297363
	Iteration 31Q: 3 clusters Score -1.135911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100809 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -11359112.000000 Penalty: 5717.297363
	Iteration 32Q: 3 clusters Score -1.135911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100807 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11359111.000000 Penalty: 5717.297363
	Iteration 33Q: 3 clusters Score -1.135911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100806 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11359123.000000 Penalty: 5717.297363
	Iteration 34Q: 3 clusters Score -1.135912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100805 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -11359111.000000 Penalty: 5717.297363
	Iteration 35Q: 3 clusters Score -1.135911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100804 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11359113.000000 Penalty: 5717.297363
	Iteration 36Q: 3 clusters Score -1.135911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100804 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11359113.000000 Penalty: 5717.297363
	Iteration 37F: 3 clusters Score -1.135911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -141875.000000 Penalty: 1820.687988
	Iteration 0F: 2 clusters Score -141875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -139615.203125 Penalty: 3641.375977
	Iteration 0F: 3 clusters Score -139615.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -140343.843750 Penalty: 3641.375977
	Iteration 1F: 3 clusters Score -140343.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -140881.437500 Penalty: 3641.375977
	Iteration 2F: 3 clusters Score -140881.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -141357.656250 Penalty: 3641.375977
	Iteration 3F: 3 clusters Score -141357.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -141761.859375 Penalty: 3641.375977
	Iteration 4F: 3 clusters Score -141761.9 nChanged 99
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: -142091.359375 Penalty: 3641.375977
	Iteration 5F: 3 clusters Score -142091.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -142473.656250 Penalty: 3641.375977
	Iteration 6F: 3 clusters Score -142473.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -142999.796875 Penalty: 3641.375977
	Iteration 7F: 3 clusters Score -142999.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -144004.671875 Penalty: 3641.375977
	Iteration 8F: 3 clusters Score -144004.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -144513.281250 Penalty: 3641.375977
	Iteration 9F: 3 clusters Score -144513.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -144745.953125 Penalty: 3641.375977
	Iteration 10Q: 3 clusters Score -144746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -144753.718750 Penalty: 3641.375977
	Iteration 11Q: 3 clusters Score -144753.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -144753.718750 Penalty: 3641.375977
	Iteration 12F: 3 clusters Score -144753.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 330505 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58271 members 
Mstep: Class 4 contains 115466 members 
Mstep: Class 5 contains 46354 members 
Mstep: Class 6 contains 37222 members 
Mstep: Class 7 contains 26441 members 
Mstep: Class 8 contains 2371 members 
Mstep: Class 9 contains 20746 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 101398 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 42757 members 
Mstep: Class 14 contains 5266 members 
Mstep: Class 15 contains 85112 members 
Mstep: Class 16 contains 1520 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 8561 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 613 members 
Mstep: Class 23 contains 1153 members 
Entering Unmasked Estep 
Score: -97998704.000000 Penalty: 78209.109375
Splitting cluster 12 changes total score from -97997168.000000 to -97998704.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (42757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Entering Unmasked Estep 
Score: -4646717.000000 Penalty: 2644.495361
	Iteration 0F: 2 clusters Score -4646717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -4617901.500000 Penalty: 5288.990723
	Iteration 0F: 3 clusters Score -4617902 nChanged 19490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -4628494.000000 Penalty: 5288.990723
	Iteration 1F: 3 clusters Score -4628494 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -4629008.000000 Penalty: 5288.990723
	Iteration 2Q: 3 clusters Score -4629008 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -4629484.000000 Penalty: 5288.990723
	Iteration 3Q: 3 clusters Score -4629484 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -4629982.500000 Penalty: 5288.990723
	Iteration 4Q: 3 clusters Score -4629982 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -4630501.500000 Penalty: 5288.990723
	Iteration 5Q: 3 clusters Score -4630502 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -4631135.500000 Penalty: 5288.990723
	Iteration 6Q: 3 clusters Score -4631136 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -4631920.000000 Penalty: 5288.990723
	Iteration 7Q: 3 clusters Score -4631920 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -4632926.500000 Penalty: 5288.990723
	Iteration 8Q: 3 clusters Score -4632926 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -4634131.000000 Penalty: 5288.990723
	Iteration 9Q: 3 clusters Score -4634131 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -4635519.000000 Penalty: 5288.990723
	Iteration 10Q: 3 clusters Score -4635519 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -4636837.000000 Penalty: 5288.990723
	Iteration 11Q: 3 clusters Score -4636837 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -4638039.500000 Penalty: 5288.990723
	Iteration 12Q: 3 clusters Score -4638040 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4639163.500000 Penalty: 5288.990723
	Iteration 13Q: 3 clusters Score -4639164 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -4640186.000000 Penalty: 5288.990723
	Iteration 14Q: 3 clusters Score -4640186 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -4641136.500000 Penalty: 5288.990723
	Iteration 15Q: 3 clusters Score -4641136 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -4641935.500000 Penalty: 5288.990723
	Iteration 16Q: 3 clusters Score -4641936 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -4642595.500000 Penalty: 5288.990723
	Iteration 17Q: 3 clusters Score -4642596 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -4643098.000000 Penalty: 5288.990723
	Iteration 18Q: 3 clusters Score -4643098 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -4643454.000000 Penalty: 5288.990723
	Iteration 19Q: 3 clusters Score -4643454 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -4643727.500000 Penalty: 5288.990723
	Iteration 20F: 3 clusters Score -4643728 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -4643940.000000 Penalty: 5288.990723
	Iteration 21Q: 3 clusters Score -4643940 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -4644076.500000 Penalty: 5288.990723
	Iteration 22Q: 3 clusters Score -4644076 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -4644184.500000 Penalty: 5288.990723
	Iteration 23Q: 3 clusters Score -4644184 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -4644244.500000 Penalty: 5288.990723
	Iteration 24Q: 3 clusters Score -4644244 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -4644298.500000 Penalty: 5288.990723
	Iteration 25Q: 3 clusters Score -4644298 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -4644326.000000 Penalty: 5288.990723
	Iteration 26Q: 3 clusters Score -4644326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -4644358.500000 Penalty: 5288.990723
	Iteration 27Q: 3 clusters Score -4644358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -4644400.000000 Penalty: 5288.990723
	Iteration 28Q: 3 clusters Score -4644400 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -4644429.000000 Penalty: 5288.990723
	Iteration 29Q: 3 clusters Score -4644429 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -4644447.000000 Penalty: 5288.990723
	Iteration 30Q: 3 clusters Score -4644447 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -4644478.000000 Penalty: 5288.990723
	Iteration 31Q: 3 clusters Score -4644478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -4644499.500000 Penalty: 5288.990723
	Iteration 32Q: 3 clusters Score -4644500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -4644513.500000 Penalty: 5288.990723
	Iteration 33Q: 3 clusters Score -4644514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -4644525.000000 Penalty: 5288.990723
	Iteration 34Q: 3 clusters Score -4644525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -4644534.500000 Penalty: 5288.990723
	Iteration 35Q: 3 clusters Score -4644534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -4644546.000000 Penalty: 5288.990723
	Iteration 36Q: 3 clusters Score -4644546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -4644560.500000 Penalty: 5288.990723
	Iteration 37Q: 3 clusters Score -4644560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -4644573.000000 Penalty: 5288.990723
	Iteration 38Q: 3 clusters Score -4644573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -4644580.000000 Penalty: 5288.990723
	Iteration 39Q: 3 clusters Score -4644580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -4644590.500000 Penalty: 5288.990723
	Iteration 40F: 3 clusters Score -4644590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -4644593.500000 Penalty: 5288.990723
	Iteration 41Q: 3 clusters Score -4644594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -4644595.500000 Penalty: 5288.990723
	Iteration 42Q: 3 clusters Score -4644596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -4644594.500000 Penalty: 5288.990723
	Iteration 43Q: 3 clusters Score -4644594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -4644599.000000 Penalty: 5288.990723
	Iteration 44Q: 3 clusters Score -4644599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -4644597.500000 Penalty: 5288.990723
	Iteration 45Q: 3 clusters Score -4644598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -4644596.000000 Penalty: 5288.990723
	Iteration 46Q: 3 clusters Score -4644596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -4644598.000000 Penalty: 5288.990723
	Iteration 47Q: 3 clusters Score -4644598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -4644598.000000 Penalty: 5288.990723
	Iteration 48F: 3 clusters Score -4644598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Entering Unmasked Estep 
Score: -495400.500000 Penalty: 2125.118408
	Iteration 0F: 2 clusters Score -495400.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -490699.812500 Penalty: 4250.236816
	Iteration 0F: 3 clusters Score -490699.8 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -492139.031250 Penalty: 4250.236816
	Iteration 1F: 3 clusters Score -492139 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -492656.875000 Penalty: 4250.236816
	Iteration 2F: 3 clusters Score -492656.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -493239.250000 Penalty: 4250.236816
	Iteration 3F: 3 clusters Score -493239.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -493740.031250 Penalty: 4250.236816
	Iteration 4F: 3 clusters Score -493740 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -494123.875000 Penalty: 4250.236816
	Iteration 5F: 3 clusters Score -494123.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -494447.562500 Penalty: 4250.236816
	Iteration 6F: 3 clusters Score -494447.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -494713.218750 Penalty: 4250.236816
	Iteration 7Q: 3 clusters Score -494713.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -494866.593750 Penalty: 4250.236816
	Iteration 8Q: 3 clusters Score -494866.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -494944.343750 Penalty: 4250.236816
	Iteration 9Q: 3 clusters Score -494944.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -495012.593750 Penalty: 4250.236816
	Iteration 10Q: 3 clusters Score -495012.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -495052.343750 Penalty: 4250.236816
	Iteration 11Q: 3 clusters Score -495052.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -495067.687500 Penalty: 4250.236816
	Iteration 12Q: 3 clusters Score -495067.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -495076.875000 Penalty: 4250.236816
	Iteration 13Q: 3 clusters Score -495076.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -495080.187500 Penalty: 4250.236816
	Iteration 14Q: 3 clusters Score -495080.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -495084.500000 Penalty: 4250.236816
	Iteration 15Q: 3 clusters Score -495084.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -495088.281250 Penalty: 4250.236816
	Iteration 16Q: 3 clusters Score -495088.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -495090.375000 Penalty: 4250.236816
	Iteration 17Q: 3 clusters Score -495090.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -495092.000000 Penalty: 4250.236816
	Iteration 18Q: 3 clusters Score -495092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -495091.625000 Penalty: 4250.236816
	Iteration 19Q: 3 clusters Score -495091.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -495092.625000 Penalty: 4250.236816
	Iteration 20F: 3 clusters Score -495092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -495093.750000 Penalty: 4250.236816
	Iteration 21Q: 3 clusters Score -495093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -495095.250000 Penalty: 4250.236816
	Iteration 22Q: 3 clusters Score -495095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -495094.781250 Penalty: 4250.236816
	Iteration 23Q: 3 clusters Score -495094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -495095.062500 Penalty: 4250.236816
	Iteration 24Q: 3 clusters Score -495095.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -495095.062500 Penalty: 4250.236816
	Iteration 25F: 3 clusters Score -495095.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (85112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Entering Unmasked Estep 
Score: -9630038.000000 Penalty: 2815.227539
	Iteration 0F: 2 clusters Score -9630038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -9573064.000000 Penalty: 5630.455078
	Iteration 0F: 3 clusters Score -9573064 nChanged 40092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -9595995.000000 Penalty: 5630.455078
	Iteration 1F: 3 clusters Score -9595995 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -9597118.000000 Penalty: 5630.455078
	Iteration 2Q: 3 clusters Score -9597118 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -9598812.000000 Penalty: 5630.455078
	Iteration 3Q: 3 clusters Score -9598812 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -9601315.000000 Penalty: 5630.455078
	Iteration 4F: 3 clusters Score -9601315 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -9605336.000000 Penalty: 5630.455078
	Iteration 5F: 3 clusters Score -9605336 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -9610949.000000 Penalty: 5630.455078
	Iteration 6F: 3 clusters Score -9610949 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -9617315.000000 Penalty: 5630.455078
	Iteration 7F: 3 clusters Score -9617315 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74372 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -9622083.000000 Penalty: 5630.455078
	Iteration 8F: 3 clusters Score -9622083 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77313 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -9624948.000000 Penalty: 5630.455078
	Iteration 9Q: 3 clusters Score -9624948 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -9626443.000000 Penalty: 5630.455078
	Iteration 10Q: 3 clusters Score -9626443 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80066 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -9627332.000000 Penalty: 5630.455078
	Iteration 11Q: 3 clusters Score -9627332 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80737 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -9627902.000000 Penalty: 5630.455078
	Iteration 12Q: 3 clusters Score -9627902 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -9628227.000000 Penalty: 5630.455078
	Iteration 13Q: 3 clusters Score -9628227 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -9628412.000000 Penalty: 5630.455078
	Iteration 14Q: 3 clusters Score -9628412 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81703 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -9628558.000000 Penalty: 5630.455078
	Iteration 15Q: 3 clusters Score -9628558 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81900 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -9628673.000000 Penalty: 5630.455078
	Iteration 16Q: 3 clusters Score -9628673 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82035 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -9628738.000000 Penalty: 5630.455078
	Iteration 17Q: 3 clusters Score -9628738 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9628813.000000 Penalty: 5630.455078
	Iteration 18Q: 3 clusters Score -9628813 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82241 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -9628878.000000 Penalty: 5630.455078
	Iteration 19Q: 3 clusters Score -9628878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -9628897.000000 Penalty: 5630.455078
	Iteration 20F: 3 clusters Score -9628897 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82386 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -9628923.000000 Penalty: 5630.455078
	Iteration 21Q: 3 clusters Score -9628923 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82435 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -9628960.000000 Penalty: 5630.455078
	Iteration 22Q: 3 clusters Score -9628960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82470 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9628971.000000 Penalty: 5630.455078
	Iteration 23Q: 3 clusters Score -9628971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82488 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -9628993.000000 Penalty: 5630.455078
	Iteration 24Q: 3 clusters Score -9628993 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82502 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -9628996.000000 Penalty: 5630.455078
	Iteration 25Q: 3 clusters Score -9628996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82515 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -9628998.000000 Penalty: 5630.455078
	Iteration 26Q: 3 clusters Score -9628998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82523 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -9629010.000000 Penalty: 5630.455078
	Iteration 27Q: 3 clusters Score -9629010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82534 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -9629016.000000 Penalty: 5630.455078
	Iteration 28Q: 3 clusters Score -9629016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82532 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -9629015.000000 Penalty: 5630.455078
	Iteration 29Q: 3 clusters Score -9629015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -9629020.000000 Penalty: 5630.455078
	Iteration 30Q: 3 clusters Score -9629020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82533 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -9629024.000000 Penalty: 5630.455078
	Iteration 31Q: 3 clusters Score -9629024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82535 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -9629029.000000 Penalty: 5630.455078
	Iteration 32Q: 3 clusters Score -9629029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82539 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -9629015.000000 Penalty: 5630.455078
	Iteration 33Q: 3 clusters Score -9629015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82541 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -9629015.000000 Penalty: 5630.455078
	Iteration 34Q: 3 clusters Score -9629015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82540 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -9629020.000000 Penalty: 5630.455078
	Iteration 35Q: 3 clusters Score -9629020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82541 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -9629017.000000 Penalty: 5630.455078
	Iteration 36Q: 3 clusters Score -9629017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -9629021.000000 Penalty: 5630.455078
	Iteration 37Q: 3 clusters Score -9629021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -9629014.000000 Penalty: 5630.455078
	Iteration 38Q: 3 clusters Score -9629014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82549 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -9629014.000000 Penalty: 5630.455078
	Iteration 39F: 3 clusters Score -9629014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -166440.046875 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -166440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -164135.171875 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -164135.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -164531.062500 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -164531.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -164645.109375 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -164645.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -164679.296875 Penalty: 3633.927002
	Iteration 3Q: 3 clusters Score -164679.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -164704.453125 Penalty: 3633.927002
	Iteration 4Q: 3 clusters Score -164704.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -164720.468750 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -164720.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -164731.687500 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -164731.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -164736.343750 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -164736.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -164740.375000 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -164740.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -164741.890625 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -164741.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -164743.437500 Penalty: 3633.927002
	Iteration 10Q: 3 clusters Score -164743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -164744.078125 Penalty: 3633.927002
	Iteration 11Q: 3 clusters Score -164744.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -164745.453125 Penalty: 3633.927002
	Iteration 12Q: 3 clusters Score -164745.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -164747.562500 Penalty: 3633.927002
	Iteration 13Q: 3 clusters Score -164747.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -164749.375000 Penalty: 3633.927002
	Iteration 14Q: 3 clusters Score -164749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -164752.375000 Penalty: 3633.927002
	Iteration 15Q: 3 clusters Score -164752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -164755.718750 Penalty: 3633.927002
	Iteration 16Q: 3 clusters Score -164755.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -164757.171875 Penalty: 3633.927002
	Iteration 17Q: 3 clusters Score -164757.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -164760.328125 Penalty: 3633.927002
	Iteration 18Q: 3 clusters Score -164760.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -164761.828125 Penalty: 3633.927002
	Iteration 19Q: 3 clusters Score -164761.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -164763.890625 Penalty: 3633.927002
	Iteration 20F: 3 clusters Score -164763.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -164764.343750 Penalty: 3633.927002
	Iteration 21Q: 3 clusters Score -164764.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -164764.343750 Penalty: 3633.927002
	Iteration 22F: 3 clusters Score -164764.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Entering Unmasked Estep 
Score: -411051.281250 Penalty: 2048.602295
	Iteration 0F: 2 clusters Score -411051.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -407233.937500 Penalty: 4097.204590
	Iteration 0F: 3 clusters Score -407233.9 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -408111.656250 Penalty: 4097.204590
	Iteration 1F: 3 clusters Score -408111.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -408344.656250 Penalty: 4097.204590
	Iteration 2F: 3 clusters Score -408344.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -408537.062500 Penalty: 4097.204590
	Iteration 3Q: 3 clusters Score -408537.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -408693.531250 Penalty: 4097.204590
	Iteration 4Q: 3 clusters Score -408693.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -408836.812500 Penalty: 4097.204590
	Iteration 5Q: 3 clusters Score -408836.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -408958.406250 Penalty: 4097.204590
	Iteration 6Q: 3 clusters Score -408958.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -409070.812500 Penalty: 4097.204590
	Iteration 7Q: 3 clusters Score -409070.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -409174.937500 Penalty: 4097.204590
	Iteration 8Q: 3 clusters Score -409174.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -409273.500000 Penalty: 4097.204590
	Iteration 9Q: 3 clusters Score -409273.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -409367.156250 Penalty: 4097.204590
	Iteration 10Q: 3 clusters Score -409367.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -409449.718750 Penalty: 4097.204590
	Iteration 11Q: 3 clusters Score -409449.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -409516.906250 Penalty: 4097.204590
	Iteration 12Q: 3 clusters Score -409516.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -409569.781250 Penalty: 4097.204590
	Iteration 13Q: 3 clusters Score -409569.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -409627.843750 Penalty: 4097.204590
	Iteration 14Q: 3 clusters Score -409627.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -409670.031250 Penalty: 4097.204590
	Iteration 15Q: 3 clusters Score -409670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -409701.437500 Penalty: 4097.204590
	Iteration 16Q: 3 clusters Score -409701.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -409725.750000 Penalty: 4097.204590
	Iteration 17Q: 3 clusters Score -409725.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -409740.687500 Penalty: 4097.204590
	Iteration 18Q: 3 clusters Score -409740.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -409755.375000 Penalty: 4097.204590
	Iteration 19Q: 3 clusters Score -409755.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -409769.437500 Penalty: 4097.204590
	Iteration 20F: 3 clusters Score -409769.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -409774.125000 Penalty: 4097.204590
	Iteration 21Q: 3 clusters Score -409774.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -409774.843750 Penalty: 4097.204590
	Iteration 22Q: 3 clusters Score -409774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -409777.062500 Penalty: 4097.204590
	Iteration 23Q: 3 clusters Score -409777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -409776.937500 Penalty: 4097.204590
	Iteration 24Q: 3 clusters Score -409776.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -409777.218750 Penalty: 4097.204590
	Iteration 25Q: 3 clusters Score -409777.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -409777.218750 Penalty: 4097.204590
	Iteration 26F: 3 clusters Score -409777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Entering Unmasked Estep 
Score: -56835.687500 Penalty: 1588.906250
	Iteration 0F: 2 clusters Score -56835.69 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 303 members 
Entering Unmasked Estep 
Score: -55295.585938 Penalty: 3177.812500
	Iteration 0F: 3 clusters Score -55295.59 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55568.980469 Penalty: 3177.812500
	Iteration 1F: 3 clusters Score -55568.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55651.355469 Penalty: 3177.812500
	Iteration 2F: 3 clusters Score -55651.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55714.542969 Penalty: 3177.812500
	Iteration 3Q: 3 clusters Score -55714.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -55793.203125 Penalty: 3177.812500
	Iteration 4Q: 3 clusters Score -55793.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55838.031250 Penalty: 3177.812500
	Iteration 5Q: 3 clusters Score -55838.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -55871.804688 Penalty: 3177.812500
	Iteration 6Q: 3 clusters Score -55871.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55903.605469 Penalty: 3177.812500
	Iteration 7Q: 3 clusters Score -55903.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55954.171875 Penalty: 3177.812500
	Iteration 8Q: 3 clusters Score -55954.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -56011.957031 Penalty: 3177.812500
	Iteration 9Q: 3 clusters Score -56011.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -56060.238281 Penalty: 3177.812500
	Iteration 10Q: 3 clusters Score -56060.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -56101.058594 Penalty: 3177.812500
	Iteration 11Q: 3 clusters Score -56101.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56122.921875 Penalty: 3177.812500
	Iteration 12Q: 3 clusters Score -56122.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -56145.050781 Penalty: 3177.812500
	Iteration 13Q: 3 clusters Score -56145.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56193.281250 Penalty: 3177.812500
	Iteration 14Q: 3 clusters Score -56193.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -56201.964844 Penalty: 3177.812500
	Iteration 15Q: 3 clusters Score -56201.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -56212.050781 Penalty: 3177.812500
	Iteration 16Q: 3 clusters Score -56212.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -56226.511719 Penalty: 3177.812500
	Iteration 17Q: 3 clusters Score -56226.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -56244.085938 Penalty: 3177.812500
	Iteration 18Q: 3 clusters Score -56244.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -56262.457031 Penalty: 3177.812500
	Iteration 19Q: 3 clusters Score -56262.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -56296.839844 Penalty: 3177.812500
	Iteration 20F: 3 clusters Score -56296.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -56353.488281 Penalty: 3177.812500
	Iteration 21Q: 3 clusters Score -56353.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56362.777344 Penalty: 3177.812500
	Iteration 22Q: 3 clusters Score -56362.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -56362.777344 Penalty: 3177.812500
	Iteration 23F: 3 clusters Score -56362.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Entering Unmasked Estep 
Score: -961649.687500 Penalty: 2245.633301
	Iteration 0F: 2 clusters Score -961649.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -954967.125000 Penalty: 4491.266602
	Iteration 0F: 3 clusters Score -954967.1 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -956788.625000 Penalty: 4491.266602
	Iteration 1F: 3 clusters Score -956788.6 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -957126.187500 Penalty: 4491.266602
	Iteration 2F: 3 clusters Score -957126.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -957480.312500 Penalty: 4491.266602
	Iteration 3F: 3 clusters Score -957480.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -957809.875000 Penalty: 4491.266602
	Iteration 4F: 3 clusters Score -957809.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -958128.000000 Penalty: 4491.266602
	Iteration 5F: 3 clusters Score -958128 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -958464.437500 Penalty: 4491.266602
	Iteration 6F: 3 clusters Score -958464.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -958817.500000 Penalty: 4491.266602
	Iteration 7F: 3 clusters Score -958817.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -959163.125000 Penalty: 4491.266602
	Iteration 8Q: 3 clusters Score -959163.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -959466.750000 Penalty: 4491.266602
	Iteration 9Q: 3 clusters Score -959466.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -959673.375000 Penalty: 4491.266602
	Iteration 10Q: 3 clusters Score -959673.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -959834.687500 Penalty: 4491.266602
	Iteration 11Q: 3 clusters Score -959834.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -959969.250000 Penalty: 4491.266602
	Iteration 12Q: 3 clusters Score -959969.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -960051.562500 Penalty: 4491.266602
	Iteration 13Q: 3 clusters Score -960051.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -960089.125000 Penalty: 4491.266602
	Iteration 14Q: 3 clusters Score -960089.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -960116.437500 Penalty: 4491.266602
	Iteration 15Q: 3 clusters Score -960116.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -960137.125000 Penalty: 4491.266602
	Iteration 16Q: 3 clusters Score -960137.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -960150.000000 Penalty: 4491.266602
	Iteration 17Q: 3 clusters Score -960150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -960159.000000 Penalty: 4491.266602
	Iteration 18Q: 3 clusters Score -960159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -960163.250000 Penalty: 4491.266602
	Iteration 19Q: 3 clusters Score -960163.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -960166.250000 Penalty: 4491.266602
	Iteration 20F: 3 clusters Score -960166.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -960166.812500 Penalty: 4491.266602
	Iteration 21Q: 3 clusters Score -960166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -960166.937500 Penalty: 4491.266602
	Iteration 22Q: 3 clusters Score -960166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -960168.125000 Penalty: 4491.266602
	Iteration 23Q: 3 clusters Score -960168.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -960168.125000 Penalty: 4491.266602
	Iteration 24F: 3 clusters Score -960168.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -267079.875000 Penalty: 1932.707275
	Iteration 0F: 2 clusters Score -267079.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -264138.156250 Penalty: 3865.414551
	Iteration 0F: 3 clusters Score -264138.2 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -264745.375000 Penalty: 3865.414551
	Iteration 1F: 3 clusters Score -264745.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -264999.000000 Penalty: 3865.414551
	Iteration 2F: 3 clusters Score -264999 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -265299.687500 Penalty: 3865.414551
	Iteration 3F: 3 clusters Score -265299.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -265617.406250 Penalty: 3865.414551
	Iteration 4F: 3 clusters Score -265617.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -265798.843750 Penalty: 3865.414551
	Iteration 5F: 3 clusters Score -265798.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -265907.500000 Penalty: 3865.414551
	Iteration 6Q: 3 clusters Score -265907.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -265998.468750 Penalty: 3865.414551
	Iteration 7Q: 3 clusters Score -265998.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -266083.687500 Penalty: 3865.414551
	Iteration 8Q: 3 clusters Score -266083.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -266164.187500 Penalty: 3865.414551
	Iteration 9Q: 3 clusters Score -266164.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -266255.218750 Penalty: 3865.414551
	Iteration 10Q: 3 clusters Score -266255.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -266307.812500 Penalty: 3865.414551
	Iteration 11Q: 3 clusters Score -266307.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -266338.437500 Penalty: 3865.414551
	Iteration 12Q: 3 clusters Score -266338.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -266370.250000 Penalty: 3865.414551
	Iteration 13Q: 3 clusters Score -266370.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -266395.531250 Penalty: 3865.414551
	Iteration 14Q: 3 clusters Score -266395.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -266416.312500 Penalty: 3865.414551
	Iteration 15Q: 3 clusters Score -266416.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -266429.875000 Penalty: 3865.414551
	Iteration 16Q: 3 clusters Score -266429.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -266437.875000 Penalty: 3865.414551
	Iteration 17Q: 3 clusters Score -266437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -266441.375000 Penalty: 3865.414551
	Iteration 18Q: 3 clusters Score -266441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -266442.031250 Penalty: 3865.414551
	Iteration 19Q: 3 clusters Score -266442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -266442.031250 Penalty: 3865.414551
	Iteration 20F: 3 clusters Score -266442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -125879.289062 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -125879.3 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 622 members 
Entering Unmasked Estep 
Score: -123798.625000 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -123798.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -124089.023438 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -124089 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -124156.109375 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -124156.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -124196.671875 Penalty: 3517.504150
	Iteration 3Q: 3 clusters Score -124196.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -124225.390625 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -124225.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -124239.851562 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -124239.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -124249.085938 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -124249.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -124263.359375 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -124263.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -124275.296875 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -124275.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -124285.039062 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -124285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -124290.914062 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -124290.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -124296.539062 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -124296.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -124306.445312 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -124306.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -124309.781250 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -124309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -124310.398438 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -124310.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -124310.398438 Penalty: 3517.504150
	Iteration 15F: 3 clusters Score -124310.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 330505 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58271 members 
Mstep: Class 4 contains 115466 members 
Mstep: Class 5 contains 46354 members 
Mstep: Class 6 contains 37222 members 
Mstep: Class 7 contains 26441 members 
Mstep: Class 8 contains 2371 members 
Mstep: Class 9 contains 20746 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 101398 members 
Mstep: Class 12 contains 390 members 
Mstep: Class 13 contains 42757 members 
Mstep: Class 14 contains 5266 members 
Mstep: Class 15 contains 85112 members 
Mstep: Class 16 contains 1520 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 8561 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 1202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97998816.000000 Penalty: 78209.109375
Iteration 79Q: 24 clusters Score -9.799882e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 1548 members 
Mstep: Class 1 contains 330429 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58263 members 
Mstep: Class 4 contains 115460 members 
Mstep: Class 5 contains 46322 members 
Mstep: Class 6 contains 37196 members 
Mstep: Class 7 contains 26442 members 
Mstep: Class 8 contains 2373 members 
Mstep: Class 9 contains 20783 members 
Mstep: Class 10 contains 132 members 
Mstep: Class 11 contains 101508 members 
Mstep: Class 12 contains 391 members 
Mstep: Class 13 contains 42769 members 
Mstep: Class 14 contains 5269 members 
Mstep: Class 15 contains 85096 members 
Mstep: Class 16 contains 1512 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 8567 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 618 members 
Mstep: Class 23 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999160.000000 Penalty: 78209.109375
Iteration 80F: 24 clusters Score -9.799916e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 330334 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58250 members 
Mstep: Class 4 contains 115439 members 
Mstep: Class 5 contains 46299 members 
Mstep: Class 6 contains 37179 members 
Mstep: Class 7 contains 26439 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 20833 members 
Mstep: Class 10 contains 136 members 
Mstep: Class 11 contains 101600 members 
Mstep: Class 12 contains 388 members 
Mstep: Class 13 contains 42774 members 
Mstep: Class 14 contains 5270 members 
Mstep: Class 15 contains 85090 members 
Mstep: Class 16 contains 1508 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 8569 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999464.000000 Penalty: 78209.109375
Iteration 81Q: 24 clusters Score -9.799946e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 330271 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58234 members 
Mstep: Class 4 contains 115421 members 
Mstep: Class 5 contains 46267 members 
Mstep: Class 6 contains 37154 members 
Mstep: Class 7 contains 26442 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 20898 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 101692 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42771 members 
Mstep: Class 14 contains 5271 members 
Mstep: Class 15 contains 85080 members 
Mstep: Class 16 contains 1499 members 
Mstep: Class 17 contains 3882 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 8573 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 1204 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999592.000000 Penalty: 78209.109375
Iteration 82Q: 24 clusters Score -9.799959e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 330233 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58215 members 
Mstep: Class 4 contains 115404 members 
Mstep: Class 5 contains 46228 members 
Mstep: Class 6 contains 37134 members 
Mstep: Class 7 contains 26444 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 20958 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 101776 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42773 members 
Mstep: Class 14 contains 5272 members 
Mstep: Class 15 contains 85066 members 
Mstep: Class 16 contains 1488 members 
Mstep: Class 17 contains 3888 members 
Mstep: Class 18 contains 605 members 
Mstep: Class 19 contains 8573 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 1206 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999568.000000 Penalty: 78209.109375
Iteration 83Q: 24 clusters Score -9.799957e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 330188 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58188 members 
Mstep: Class 4 contains 115394 members 
Mstep: Class 5 contains 46180 members 
Mstep: Class 6 contains 37118 members 
Mstep: Class 7 contains 26442 members 
Mstep: Class 8 contains 2411 members 
Mstep: Class 9 contains 21024 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 101855 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42775 members 
Mstep: Class 14 contains 5273 members 
Mstep: Class 15 contains 85058 members 
Mstep: Class 16 contains 1483 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8575 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999672.000000 Penalty: 78209.109375
Iteration 84Q: 24 clusters Score -9.799967e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 330135 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58172 members 
Mstep: Class 4 contains 115381 members 
Mstep: Class 5 contains 46145 members 
Mstep: Class 6 contains 37101 members 
Mstep: Class 7 contains 26447 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 21081 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 101923 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42776 members 
Mstep: Class 14 contains 5273 members 
Mstep: Class 15 contains 85053 members 
Mstep: Class 16 contains 1482 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8574 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999664.000000 Penalty: 78209.109375
Iteration 85Q: 24 clusters Score -9.799966e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 330082 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58164 members 
Mstep: Class 4 contains 115362 members 
Mstep: Class 5 contains 46115 members 
Mstep: Class 6 contains 37101 members 
Mstep: Class 7 contains 26451 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 21122 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 101984 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42775 members 
Mstep: Class 14 contains 5274 members 
Mstep: Class 15 contains 85052 members 
Mstep: Class 16 contains 1477 members 
Mstep: Class 17 contains 3909 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8575 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999632.000000 Penalty: 78209.109375
Iteration 86Q: 24 clusters Score -9.799963e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 330034 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58161 members 
Mstep: Class 4 contains 115348 members 
Mstep: Class 5 contains 46093 members 
Mstep: Class 6 contains 37103 members 
Mstep: Class 7 contains 26450 members 
Mstep: Class 8 contains 2416 members 
Mstep: Class 9 contains 21158 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102035 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42776 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 85046 members 
Mstep: Class 16 contains 1475 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8574 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999704.000000 Penalty: 78209.109375
Iteration 87Q: 24 clusters Score -9.79997e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 330007 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58153 members 
Mstep: Class 4 contains 115337 members 
Mstep: Class 5 contains 46074 members 
Mstep: Class 6 contains 37102 members 
Mstep: Class 7 contains 26450 members 
Mstep: Class 8 contains 2416 members 
Mstep: Class 9 contains 21199 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102072 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42771 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 85035 members 
Mstep: Class 16 contains 1473 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8572 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999672.000000 Penalty: 78209.109375
Iteration 88Q: 24 clusters Score -9.799967e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329985 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58137 members 
Mstep: Class 4 contains 115326 members 
Mstep: Class 5 contains 46041 members 
Mstep: Class 6 contains 37096 members 
Mstep: Class 7 contains 26449 members 
Mstep: Class 8 contains 2416 members 
Mstep: Class 9 contains 21246 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102127 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42762 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 85023 members 
Mstep: Class 16 contains 1472 members 
Mstep: Class 17 contains 3932 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8572 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999752.000000 Penalty: 78209.109375
Iteration 89Q: 24 clusters Score -9.799975e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329926 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58130 members 
Mstep: Class 4 contains 115325 members 
Mstep: Class 5 contains 46000 members 
Mstep: Class 6 contains 37091 members 
Mstep: Class 7 contains 26447 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 21293 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102194 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42761 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 85021 members 
Mstep: Class 16 contains 1469 members 
Mstep: Class 17 contains 3939 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8571 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999816.000000 Penalty: 78209.109375
Iteration 90Q: 24 clusters Score -9.799982e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329890 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58119 members 
Mstep: Class 4 contains 115320 members 
Mstep: Class 5 contains 45950 members 
Mstep: Class 6 contains 37099 members 
Mstep: Class 7 contains 26449 members 
Mstep: Class 8 contains 2421 members 
Mstep: Class 9 contains 21331 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102239 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42753 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 85028 members 
Mstep: Class 16 contains 1467 members 
Mstep: Class 17 contains 3945 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8573 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999936.000000 Penalty: 78209.109375
Iteration 91Q: 24 clusters Score -9.799994e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329850 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58110 members 
Mstep: Class 4 contains 115318 members 
Mstep: Class 5 contains 45903 members 
Mstep: Class 6 contains 37100 members 
Mstep: Class 7 contains 26447 members 
Mstep: Class 8 contains 2422 members 
Mstep: Class 9 contains 21379 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102282 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42747 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 85036 members 
Mstep: Class 16 contains 1464 members 
Mstep: Class 17 contains 3952 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8574 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999920.000000 Penalty: 78209.109375
Iteration 92Q: 24 clusters Score -9.799992e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329815 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58098 members 
Mstep: Class 4 contains 115310 members 
Mstep: Class 5 contains 45863 members 
Mstep: Class 6 contains 37092 members 
Mstep: Class 7 contains 26448 members 
Mstep: Class 8 contains 2423 members 
Mstep: Class 9 contains 21431 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102327 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42742 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 85034 members 
Mstep: Class 16 contains 1464 members 
Mstep: Class 17 contains 3962 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8576 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000000.000000 Penalty: 78209.109375
Iteration 93Q: 24 clusters Score -9.8e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329779 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58091 members 
Mstep: Class 4 contains 115301 members 
Mstep: Class 5 contains 45847 members 
Mstep: Class 6 contains 37059 members 
Mstep: Class 7 contains 26451 members 
Mstep: Class 8 contains 2426 members 
Mstep: Class 9 contains 21478 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102374 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42740 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 85032 members 
Mstep: Class 16 contains 1463 members 
Mstep: Class 17 contains 3968 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8576 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000120.000000 Penalty: 78209.109375
Iteration 94Q: 24 clusters Score -9.800012e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329753 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58082 members 
Mstep: Class 4 contains 115299 members 
Mstep: Class 5 contains 45816 members 
Mstep: Class 6 contains 37054 members 
Mstep: Class 7 contains 26452 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 21519 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102405 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42739 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 85031 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3969 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8577 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000128.000000 Penalty: 78209.109375
Iteration 95Q: 24 clusters Score -9.800013e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329722 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58074 members 
Mstep: Class 4 contains 115290 members 
Mstep: Class 5 contains 45784 members 
Mstep: Class 6 contains 37065 members 
Mstep: Class 7 contains 26452 members 
Mstep: Class 8 contains 2428 members 
Mstep: Class 9 contains 21548 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102439 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42737 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 85035 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8575 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000128.000000 Penalty: 78209.109375
Iteration 96Q: 24 clusters Score -9.800013e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329660 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58072 members 
Mstep: Class 4 contains 115291 members 
Mstep: Class 5 contains 45754 members 
Mstep: Class 6 contains 37081 members 
Mstep: Class 7 contains 26452 members 
Mstep: Class 8 contains 2428 members 
Mstep: Class 9 contains 21582 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102483 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42738 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 85032 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8574 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1208 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000272.000000 Penalty: 78209.109375
Iteration 97Q: 24 clusters Score -9.800027e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329620 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58074 members 
Mstep: Class 4 contains 115290 members 
Mstep: Class 5 contains 45721 members 
Mstep: Class 6 contains 37094 members 
Mstep: Class 7 contains 26451 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 21624 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102507 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42737 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 85026 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3977 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8573 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000392.000000 Penalty: 78209.109375
Iteration 98Q: 24 clusters Score -9.800039e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329574 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58073 members 
Mstep: Class 4 contains 115284 members 
Mstep: Class 5 contains 45691 members 
Mstep: Class 6 contains 37109 members 
Mstep: Class 7 contains 26452 members 
Mstep: Class 8 contains 2429 members 
Mstep: Class 9 contains 21669 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102542 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 85013 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3979 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8574 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000504.000000 Penalty: 78209.109375
Iteration 99Q: 24 clusters Score -9.80005e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329536 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58067 members 
Mstep: Class 4 contains 115279 members 
Mstep: Class 5 contains 45664 members 
Mstep: Class 6 contains 37120 members 
Mstep: Class 7 contains 26454 members 
Mstep: Class 8 contains 2431 members 
Mstep: Class 9 contains 21703 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102566 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5275 members 
Mstep: Class 15 contains 85012 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3980 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8577 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000552.000000 Penalty: 78209.109375
Iteration 100F: 24 clusters Score -9.800055e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329503 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58056 members 
Mstep: Class 4 contains 115279 members 
Mstep: Class 5 contains 45637 members 
Mstep: Class 6 contains 37138 members 
Mstep: Class 7 contains 26453 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21736 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102589 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42733 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85009 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8576 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000512.000000 Penalty: 78209.109375
Iteration 101Q: 24 clusters Score -9.800051e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329479 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58048 members 
Mstep: Class 4 contains 115270 members 
Mstep: Class 5 contains 45608 members 
Mstep: Class 6 contains 37147 members 
Mstep: Class 7 contains 26452 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21766 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102618 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85008 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8579 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000448.000000 Penalty: 78209.109375
Iteration 102Q: 24 clusters Score -9.800045e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329449 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58042 members 
Mstep: Class 4 contains 115265 members 
Mstep: Class 5 contains 45581 members 
Mstep: Class 6 contains 37163 members 
Mstep: Class 7 contains 26451 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21792 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102644 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42736 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85006 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8580 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000560.000000 Penalty: 78209.109375
Iteration 103Q: 24 clusters Score -9.800056e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329436 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58036 members 
Mstep: Class 4 contains 115261 members 
Mstep: Class 5 contains 45558 members 
Mstep: Class 6 contains 37180 members 
Mstep: Class 7 contains 26453 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21803 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102665 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42736 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85003 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8578 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000696.000000 Penalty: 78209.109375
Iteration 104Q: 24 clusters Score -9.80007e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329415 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58026 members 
Mstep: Class 4 contains 115257 members 
Mstep: Class 5 contains 45547 members 
Mstep: Class 6 contains 37190 members 
Mstep: Class 7 contains 26456 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21819 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102684 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85003 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8578 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000656.000000 Penalty: 78209.109375
Iteration 105Q: 24 clusters Score -9.800066e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329403 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58023 members 
Mstep: Class 4 contains 115251 members 
Mstep: Class 5 contains 45529 members 
Mstep: Class 6 contains 37208 members 
Mstep: Class 7 contains 26457 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21840 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102693 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42733 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84995 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8578 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000680.000000 Penalty: 78209.109375
Iteration 106Q: 24 clusters Score -9.800068e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329389 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 58021 members 
Mstep: Class 4 contains 115251 members 
Mstep: Class 5 contains 45512 members 
Mstep: Class 6 contains 37216 members 
Mstep: Class 7 contains 26457 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21857 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102701 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42733 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84997 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8576 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000696.000000 Penalty: 78209.109375
Iteration 107Q: 24 clusters Score -9.80007e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329379 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58017 members 
Mstep: Class 4 contains 115252 members 
Mstep: Class 5 contains 45493 members 
Mstep: Class 6 contains 37208 members 
Mstep: Class 7 contains 26457 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21885 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102713 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42733 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84998 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8576 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000648.000000 Penalty: 78209.109375
Iteration 108Q: 24 clusters Score -9.800065e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329376 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58008 members 
Mstep: Class 4 contains 115254 members 
Mstep: Class 5 contains 45479 members 
Mstep: Class 6 contains 37201 members 
Mstep: Class 7 contains 26456 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21905 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102725 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42733 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84999 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8575 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000656.000000 Penalty: 78209.109375
Iteration 109Q: 24 clusters Score -9.800066e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329374 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 58001 members 
Mstep: Class 4 contains 115252 members 
Mstep: Class 5 contains 45467 members 
Mstep: Class 6 contains 37192 members 
Mstep: Class 7 contains 26458 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21922 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102738 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42733 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85001 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8573 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000712.000000 Penalty: 78209.109375
Iteration 110Q: 24 clusters Score -9.800071e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329368 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 57998 members 
Mstep: Class 4 contains 115248 members 
Mstep: Class 5 contains 45446 members 
Mstep: Class 6 contains 37191 members 
Mstep: Class 7 contains 26458 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21937 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102760 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42733 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84999 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8573 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000664.000000 Penalty: 78209.109375
Iteration 111Q: 24 clusters Score -9.800066e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329360 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 57990 members 
Mstep: Class 4 contains 115249 members 
Mstep: Class 5 contains 45423 members 
Mstep: Class 6 contains 37191 members 
Mstep: Class 7 contains 26459 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21950 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102785 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42735 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84996 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8574 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000656.000000 Penalty: 78209.109375
Iteration 112Q: 24 clusters Score -9.800066e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329344 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 57987 members 
Mstep: Class 4 contains 115241 members 
Mstep: Class 5 contains 45412 members 
Mstep: Class 6 contains 37184 members 
Mstep: Class 7 contains 26460 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21960 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102819 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42733 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84998 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8575 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000648.000000 Penalty: 78209.109375
Iteration 113Q: 24 clusters Score -9.800065e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329332 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 57978 members 
Mstep: Class 4 contains 115234 members 
Mstep: Class 5 contains 45402 members 
Mstep: Class 6 contains 37185 members 
Mstep: Class 7 contains 26462 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21973 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102848 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42732 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84992 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8575 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000648.000000 Penalty: 78209.109375
Iteration 114Q: 24 clusters Score -9.800065e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329316 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 57977 members 
Mstep: Class 4 contains 115231 members 
Mstep: Class 5 contains 45389 members 
Mstep: Class 6 contains 37185 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21981 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102870 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42732 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84996 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8575 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000736.000000 Penalty: 78209.109375
Iteration 115Q: 24 clusters Score -9.800074e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329297 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 57975 members 
Mstep: Class 4 contains 115228 members 
Mstep: Class 5 contains 45380 members 
Mstep: Class 6 contains 37195 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21983 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102886 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42732 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85002 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8575 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000760.000000 Penalty: 78209.109375
Iteration 116Q: 24 clusters Score -9.800076e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329292 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 57970 members 
Mstep: Class 4 contains 115226 members 
Mstep: Class 5 contains 45367 members 
Mstep: Class 6 contains 37196 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 2431 members 
Mstep: Class 9 contains 21987 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102902 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85005 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8575 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000744.000000 Penalty: 78209.109375
Iteration 117Q: 24 clusters Score -9.800074e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329285 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 57966 members 
Mstep: Class 4 contains 115222 members 
Mstep: Class 5 contains 45357 members 
Mstep: Class 6 contains 37208 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 2432 members 
Mstep: Class 9 contains 21988 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102913 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85006 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8574 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000704.000000 Penalty: 78209.109375
Iteration 118Q: 24 clusters Score -9.80007e+07 nChanged 47
Entering ConstructFrom: 
Score: -98000704.000000 Penalty: 78209.109375
Entering ConstructFrom: 
Trying to split cluster 1 (329286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329286 members 
Entering Unmasked Estep 
Score: -36371112.000000 Penalty: 3150.761230
	Iteration 0F: 2 clusters Score -3.637111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164706 members 
Mstep: Class 2 contains 164580 members 
Entering Unmasked Estep 
Score: -36195524.000000 Penalty: 6301.522461
	Iteration 0F: 3 clusters Score -3.619552e+07 nChanged 159902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170034 members 
Mstep: Class 2 contains 159252 members 
Entering Unmasked Estep 
Score: -36290088.000000 Penalty: 6301.522461
	Iteration 1F: 3 clusters Score -3.629009e+07 nChanged 8995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173639 members 
Mstep: Class 2 contains 155647 members 
Entering Unmasked Estep 
Score: -36291836.000000 Penalty: 6301.522461
	Iteration 2Q: 3 clusters Score -3.629184e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178971 members 
Mstep: Class 2 contains 150315 members 
Entering Unmasked Estep 
Score: -36293736.000000 Penalty: 6301.522461
	Iteration 3Q: 3 clusters Score -3.629374e+07 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186793 members 
Mstep: Class 2 contains 142493 members 
Entering Unmasked Estep 
Score: -36296188.000000 Penalty: 6301.522461
	Iteration 4Q: 3 clusters Score -3.629619e+07 nChanged 14707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197816 members 
Mstep: Class 2 contains 131470 members 
Entering Unmasked Estep 
Score: -36300016.000000 Penalty: 6301.522461
	Iteration 5Q: 3 clusters Score -3.630002e+07 nChanged 17439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212269 members 
Mstep: Class 2 contains 117017 members 
Entering Unmasked Estep 
Score: -36306676.000000 Penalty: 6301.522461
	Iteration 6F: 3 clusters Score -3.630668e+07 nChanged 19773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229528 members 
Mstep: Class 2 contains 99758 members 
Entering Unmasked Estep 
Score: -36317092.000000 Penalty: 6301.522461
	Iteration 7F: 3 clusters Score -3.631709e+07 nChanged 20468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247408 members 
Mstep: Class 2 contains 81878 members 
Entering Unmasked Estep 
Score: -36330956.000000 Penalty: 6301.522461
	Iteration 8F: 3 clusters Score -3.633096e+07 nChanged 18643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262859 members 
Mstep: Class 2 contains 66427 members 
Entering Unmasked Estep 
Score: -36345688.000000 Penalty: 6301.522461
	Iteration 9F: 3 clusters Score -3.634569e+07 nChanged 15220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272445 members 
Mstep: Class 2 contains 56841 members 
Entering Unmasked Estep 
Score: -36358492.000000 Penalty: 6301.522461
	Iteration 10Q: 3 clusters Score -3.635849e+07 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277149 members 
Mstep: Class 2 contains 52137 members 
Entering Unmasked Estep 
Score: -36366356.000000 Penalty: 6301.522461
	Iteration 11Q: 3 clusters Score -3.636636e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279788 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -36369596.000000 Penalty: 6301.522461
	Iteration 12Q: 3 clusters Score -3.63696e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282171 members 
Mstep: Class 2 contains 47115 members 
Entering Unmasked Estep 
Score: -36371204.000000 Penalty: 6301.522461
	Iteration 13Q: 3 clusters Score -3.63712e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284635 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -36372672.000000 Penalty: 6301.522461
	Iteration 14Q: 3 clusters Score -3.637267e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287222 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -36373956.000000 Penalty: 6301.522461
	Iteration 15Q: 3 clusters Score -3.637396e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289928 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -36374852.000000 Penalty: 6301.522461
	Iteration 16Q: 3 clusters Score -3.637485e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292465 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -36374900.000000 Penalty: 6301.522461
	Iteration 17Q: 3 clusters Score -3.63749e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294757 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -36375440.000000 Penalty: 6301.522461
	Iteration 18Q: 3 clusters Score -3.637544e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296966 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -36376060.000000 Penalty: 6301.522461
	Iteration 19Q: 3 clusters Score -3.637606e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299249 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -36376824.000000 Penalty: 6301.522461
	Iteration 20F: 3 clusters Score -3.637682e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301488 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -36377124.000000 Penalty: 6301.522461
	Iteration 21Q: 3 clusters Score -3.637712e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303764 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -36377268.000000 Penalty: 6301.522461
	Iteration 22Q: 3 clusters Score -3.637727e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306042 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -36377260.000000 Penalty: 6301.522461
	Iteration 23Q: 3 clusters Score -3.637726e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308208 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -36376928.000000 Penalty: 6301.522461
	Iteration 24Q: 3 clusters Score -3.637693e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310215 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -36376228.000000 Penalty: 6301.522461
	Iteration 25Q: 3 clusters Score -3.637623e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312078 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -36375380.000000 Penalty: 6301.522461
	Iteration 26Q: 3 clusters Score -3.637538e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313821 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -36375056.000000 Penalty: 6301.522461
	Iteration 27Q: 3 clusters Score -3.637506e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315408 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -36374484.000000 Penalty: 6301.522461
	Iteration 28Q: 3 clusters Score -3.637448e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316896 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -36373848.000000 Penalty: 6301.522461
	Iteration 29Q: 3 clusters Score -3.637385e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318279 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -36373128.000000 Penalty: 6301.522461
	Iteration 30Q: 3 clusters Score -3.637313e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319535 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -36372624.000000 Penalty: 6301.522461
	Iteration 31Q: 3 clusters Score -3.637262e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320731 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -36371968.000000 Penalty: 6301.522461
	Iteration 32Q: 3 clusters Score -3.637197e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321827 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -36371448.000000 Penalty: 6301.522461
	Iteration 33Q: 3 clusters Score -3.637145e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322841 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -36370992.000000 Penalty: 6301.522461
	Iteration 34Q: 3 clusters Score -3.637099e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323787 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -36370468.000000 Penalty: 6301.522461
	Iteration 35Q: 3 clusters Score -3.637047e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324613 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -36370156.000000 Penalty: 6301.522461
	Iteration 36Q: 3 clusters Score -3.637016e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325332 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -36369800.000000 Penalty: 6301.522461
	Iteration 37Q: 3 clusters Score -3.63698e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325971 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -36369604.000000 Penalty: 6301.522461
	Iteration 38Q: 3 clusters Score -3.63696e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326503 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -36369512.000000 Penalty: 6301.522461
	Iteration 39Q: 3 clusters Score -3.636951e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326931 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -36369300.000000 Penalty: 6301.522461
	Iteration 40F: 3 clusters Score -3.63693e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327277 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -36369256.000000 Penalty: 6301.522461
	Iteration 41Q: 3 clusters Score -3.636926e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327551 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -36369176.000000 Penalty: 6301.522461
	Iteration 42Q: 3 clusters Score -3.636918e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327751 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -36369076.000000 Penalty: 6301.522461
	Iteration 43Q: 3 clusters Score -3.636908e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327915 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -36368972.000000 Penalty: 6301.522461
	Iteration 44Q: 3 clusters Score -3.636897e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328037 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -36369016.000000 Penalty: 6301.522461
	Iteration 45Q: 3 clusters Score -3.636902e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328138 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -36368920.000000 Penalty: 6301.522461
	Iteration 46Q: 3 clusters Score -3.636892e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328227 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -36368956.000000 Penalty: 6301.522461
	Iteration 47Q: 3 clusters Score -3.636896e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328295 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -36368936.000000 Penalty: 6301.522461
	Iteration 48Q: 3 clusters Score -3.636894e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328343 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -36368924.000000 Penalty: 6301.522461
	Iteration 49Q: 3 clusters Score -3.636892e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328379 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -36368936.000000 Penalty: 6301.522461
	Iteration 50Q: 3 clusters Score -3.636894e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328405 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -36368956.000000 Penalty: 6301.522461
	Iteration 51Q: 3 clusters Score -3.636896e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328437 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -36368976.000000 Penalty: 6301.522461
	Iteration 52Q: 3 clusters Score -3.636898e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328466 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -36368960.000000 Penalty: 6301.522461
	Iteration 53Q: 3 clusters Score -3.636896e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328482 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -36368968.000000 Penalty: 6301.522461
	Iteration 54Q: 3 clusters Score -3.636897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328490 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -36368996.000000 Penalty: 6301.522461
	Iteration 55Q: 3 clusters Score -3.6369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328494 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -36368976.000000 Penalty: 6301.522461
	Iteration 56Q: 3 clusters Score -3.636898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328497 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -36368968.000000 Penalty: 6301.522461
	Iteration 57Q: 3 clusters Score -3.636897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328498 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -36368956.000000 Penalty: 6301.522461
	Iteration 58Q: 3 clusters Score -3.636896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328499 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -36368952.000000 Penalty: 6301.522461
	Iteration 59Q: 3 clusters Score -3.636895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328501 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -36368944.000000 Penalty: 6301.522461
	Iteration 60F: 3 clusters Score -3.636894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328502 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -36368968.000000 Penalty: 6301.522461
	Iteration 61Q: 3 clusters Score -3.636897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328502 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -36368956.000000 Penalty: 6301.522461
	Iteration 62Q: 3 clusters Score -3.636896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328502 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -36368960.000000 Penalty: 6301.522461
	Iteration 63Q: 3 clusters Score -3.636896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328504 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -36368956.000000 Penalty: 6301.522461
	Iteration 64Q: 3 clusters Score -3.636896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328505 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -36368964.000000 Penalty: 6301.522461
	Iteration 65Q: 3 clusters Score -3.636896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328506 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -36368976.000000 Penalty: 6301.522461
	Iteration 66Q: 3 clusters Score -3.636898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328508 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -36368976.000000 Penalty: 6301.522461
	Iteration 67Q: 3 clusters Score -3.636898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328508 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -36368976.000000 Penalty: 6301.522461
	Iteration 68F: 3 clusters Score -3.636898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Entering Unmasked Estep 
Score: -778015.187500 Penalty: 2198.702393
	Iteration 0F: 2 clusters Score -778015.2 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 3521 members 
Entering Unmasked Estep 
Score: -772163.250000 Penalty: 4397.404785
	Iteration 0F: 3 clusters Score -772163.2 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -773752.437500 Penalty: 4397.404785
	Iteration 1F: 3 clusters Score -773752.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -773999.062500 Penalty: 4397.404785
	Iteration 2F: 3 clusters Score -773999.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -774132.437500 Penalty: 4397.404785
	Iteration 3Q: 3 clusters Score -774132.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -774220.437500 Penalty: 4397.404785
	Iteration 4Q: 3 clusters Score -774220.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -774289.500000 Penalty: 4397.404785
	Iteration 5Q: 3 clusters Score -774289.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -774343.000000 Penalty: 4397.404785
	Iteration 6Q: 3 clusters Score -774343 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -774392.062500 Penalty: 4397.404785
	Iteration 7Q: 3 clusters Score -774392.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -774434.687500 Penalty: 4397.404785
	Iteration 8Q: 3 clusters Score -774434.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -774470.812500 Penalty: 4397.404785
	Iteration 9Q: 3 clusters Score -774470.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -774516.312500 Penalty: 4397.404785
	Iteration 10Q: 3 clusters Score -774516.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -774558.250000 Penalty: 4397.404785
	Iteration 11Q: 3 clusters Score -774558.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -774593.187500 Penalty: 4397.404785
	Iteration 12Q: 3 clusters Score -774593.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -774628.562500 Penalty: 4397.404785
	Iteration 13Q: 3 clusters Score -774628.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -774663.937500 Penalty: 4397.404785
	Iteration 14Q: 3 clusters Score -774663.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -774706.187500 Penalty: 4397.404785
	Iteration 15Q: 3 clusters Score -774706.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -774762.125000 Penalty: 4397.404785
	Iteration 16Q: 3 clusters Score -774762.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -774827.125000 Penalty: 4397.404785
	Iteration 17Q: 3 clusters Score -774827.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -774910.000000 Penalty: 4397.404785
	Iteration 18Q: 3 clusters Score -774910 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -774996.250000 Penalty: 4397.404785
	Iteration 19Q: 3 clusters Score -774996.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -775081.750000 Penalty: 4397.404785
	Iteration 20F: 3 clusters Score -775081.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -775159.375000 Penalty: 4397.404785
	Iteration 21Q: 3 clusters Score -775159.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -775234.875000 Penalty: 4397.404785
	Iteration 22Q: 3 clusters Score -775234.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -775293.875000 Penalty: 4397.404785
	Iteration 23Q: 3 clusters Score -775293.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -775355.687500 Penalty: 4397.404785
	Iteration 24Q: 3 clusters Score -775355.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -775411.625000 Penalty: 4397.404785
	Iteration 25Q: 3 clusters Score -775411.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -775461.750000 Penalty: 4397.404785
	Iteration 26Q: 3 clusters Score -775461.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -775525.437500 Penalty: 4397.404785
	Iteration 27Q: 3 clusters Score -775525.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -775580.062500 Penalty: 4397.404785
	Iteration 28Q: 3 clusters Score -775580.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -775631.375000 Penalty: 4397.404785
	Iteration 29Q: 3 clusters Score -775631.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -775673.625000 Penalty: 4397.404785
	Iteration 30Q: 3 clusters Score -775673.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -775707.187500 Penalty: 4397.404785
	Iteration 31Q: 3 clusters Score -775707.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -775735.125000 Penalty: 4397.404785
	Iteration 32Q: 3 clusters Score -775735.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -775767.187500 Penalty: 4397.404785
	Iteration 33Q: 3 clusters Score -775767.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -775788.875000 Penalty: 4397.404785
	Iteration 34Q: 3 clusters Score -775788.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -775807.000000 Penalty: 4397.404785
	Iteration 35Q: 3 clusters Score -775807 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -775826.687500 Penalty: 4397.404785
	Iteration 36Q: 3 clusters Score -775826.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -775840.312500 Penalty: 4397.404785
	Iteration 37Q: 3 clusters Score -775840.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -775858.937500 Penalty: 4397.404785
	Iteration 38Q: 3 clusters Score -775858.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -775874.625000 Penalty: 4397.404785
	Iteration 39Q: 3 clusters Score -775874.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -775887.812500 Penalty: 4397.404785
	Iteration 40F: 3 clusters Score -775887.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -775909.750000 Penalty: 4397.404785
	Iteration 41Q: 3 clusters Score -775909.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -775927.125000 Penalty: 4397.404785
	Iteration 42Q: 3 clusters Score -775927.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -775944.062500 Penalty: 4397.404785
	Iteration 43Q: 3 clusters Score -775944.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -775963.437500 Penalty: 4397.404785
	Iteration 44Q: 3 clusters Score -775963.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -775976.812500 Penalty: 4397.404785
	Iteration 45Q: 3 clusters Score -775976.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -775987.875000 Penalty: 4397.404785
	Iteration 46Q: 3 clusters Score -775987.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -775998.875000 Penalty: 4397.404785
	Iteration 47Q: 3 clusters Score -775998.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -776006.437500 Penalty: 4397.404785
	Iteration 48Q: 3 clusters Score -776006.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -776013.250000 Penalty: 4397.404785
	Iteration 49Q: 3 clusters Score -776013.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -776022.812500 Penalty: 4397.404785
	Iteration 50Q: 3 clusters Score -776022.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -776033.312500 Penalty: 4397.404785
	Iteration 51Q: 3 clusters Score -776033.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -776042.062500 Penalty: 4397.404785
	Iteration 52Q: 3 clusters Score -776042.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -776046.875000 Penalty: 4397.404785
	Iteration 53Q: 3 clusters Score -776046.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -776049.875000 Penalty: 4397.404785
	Iteration 54Q: 3 clusters Score -776049.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -776051.937500 Penalty: 4397.404785
	Iteration 55Q: 3 clusters Score -776051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -776053.375000 Penalty: 4397.404785
	Iteration 56Q: 3 clusters Score -776053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -776055.875000 Penalty: 4397.404785
	Iteration 57Q: 3 clusters Score -776055.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -776056.312500 Penalty: 4397.404785
	Iteration 58Q: 3 clusters Score -776056.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -776058.562500 Penalty: 4397.404785
	Iteration 59Q: 3 clusters Score -776058.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -776058.437500 Penalty: 4397.404785
	Iteration 60F: 3 clusters Score -776058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -776059.937500 Penalty: 4397.404785
	Iteration 61Q: 3 clusters Score -776059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -776059.312500 Penalty: 4397.404785
	Iteration 62Q: 3 clusters Score -776059.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -776059.375000 Penalty: 4397.404785
	Iteration 63Q: 3 clusters Score -776059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -776060.625000 Penalty: 4397.404785
	Iteration 64Q: 3 clusters Score -776060.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -776060.625000 Penalty: 4397.404785
	Iteration 65F: 3 clusters Score -776060.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Entering Unmasked Estep 
Score: -6474021.000000 Penalty: 2719.976318
	Iteration 0F: 2 clusters Score -6474021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -6435163.500000 Penalty: 5439.952637
	Iteration 0F: 3 clusters Score -6435164 nChanged 26740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -6450268.500000 Penalty: 5439.952637
	Iteration 1F: 3 clusters Score -6450268 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -6450863.000000 Penalty: 5439.952637
	Iteration 2Q: 3 clusters Score -6450863 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -6451473.000000 Penalty: 5439.952637
	Iteration 3Q: 3 clusters Score -6451473 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -6452213.500000 Penalty: 5439.952637
	Iteration 4Q: 3 clusters Score -6452214 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -6453277.500000 Penalty: 5439.952637
	Iteration 5Q: 3 clusters Score -6453278 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -6454815.500000 Penalty: 5439.952637
	Iteration 6Q: 3 clusters Score -6454816 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -6457160.000000 Penalty: 5439.952637
	Iteration 7F: 3 clusters Score -6457160 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -6460116.000000 Penalty: 5439.952637
	Iteration 8F: 3 clusters Score -6460116 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -6463410.000000 Penalty: 5439.952637
	Iteration 9F: 3 clusters Score -6463410 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -6466481.500000 Penalty: 5439.952637
	Iteration 10F: 3 clusters Score -6466482 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -6468634.000000 Penalty: 5439.952637
	Iteration 11Q: 3 clusters Score -6468634 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -6469922.500000 Penalty: 5439.952637
	Iteration 12Q: 3 clusters Score -6469922 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -6470582.000000 Penalty: 5439.952637
	Iteration 13Q: 3 clusters Score -6470582 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6471021.500000 Penalty: 5439.952637
	Iteration 14Q: 3 clusters Score -6471022 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56355 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -6471292.000000 Penalty: 5439.952637
	Iteration 15Q: 3 clusters Score -6471292 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6471439.500000 Penalty: 5439.952637
	Iteration 16Q: 3 clusters Score -6471440 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6471526.000000 Penalty: 5439.952637
	Iteration 17Q: 3 clusters Score -6471526 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6471577.000000 Penalty: 5439.952637
	Iteration 18Q: 3 clusters Score -6471577 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6471614.500000 Penalty: 5439.952637
	Iteration 19Q: 3 clusters Score -6471614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -6471653.000000 Penalty: 5439.952637
	Iteration 20F: 3 clusters Score -6471653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6471667.000000 Penalty: 5439.952637
	Iteration 21Q: 3 clusters Score -6471667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57025 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6471722.000000 Penalty: 5439.952637
	Iteration 22Q: 3 clusters Score -6471722 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57067 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6471730.500000 Penalty: 5439.952637
	Iteration 23Q: 3 clusters Score -6471730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6471756.500000 Penalty: 5439.952637
	Iteration 24Q: 3 clusters Score -6471756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57117 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6471769.500000 Penalty: 5439.952637
	Iteration 25Q: 3 clusters Score -6471770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57133 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6471783.000000 Penalty: 5439.952637
	Iteration 26Q: 3 clusters Score -6471783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57143 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -6471787.000000 Penalty: 5439.952637
	Iteration 27Q: 3 clusters Score -6471787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6471789.500000 Penalty: 5439.952637
	Iteration 28Q: 3 clusters Score -6471790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57151 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6471787.500000 Penalty: 5439.952637
	Iteration 29Q: 3 clusters Score -6471788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6471790.000000 Penalty: 5439.952637
	Iteration 30Q: 3 clusters Score -6471790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6471786.000000 Penalty: 5439.952637
	Iteration 31Q: 3 clusters Score -6471786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6471786.500000 Penalty: 5439.952637
	Iteration 32Q: 3 clusters Score -6471786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6471782.000000 Penalty: 5439.952637
	Iteration 33Q: 3 clusters Score -6471782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57157 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6471790.000000 Penalty: 5439.952637
	Iteration 34Q: 3 clusters Score -6471790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6471791.500000 Penalty: 5439.952637
	Iteration 35Q: 3 clusters Score -6471792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6471799.500000 Penalty: 5439.952637
	Iteration 36Q: 3 clusters Score -6471800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6471801.000000 Penalty: 5439.952637
	Iteration 37Q: 3 clusters Score -6471801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6471796.000000 Penalty: 5439.952637
	Iteration 38Q: 3 clusters Score -6471796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6471796.000000 Penalty: 5439.952637
	Iteration 39F: 3 clusters Score -6471796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (115222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115222 members 
Entering Unmasked Estep 
Score: -13051274.000000 Penalty: 2890.344971
	Iteration 0F: 2 clusters Score -1.305127e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -12974552.000000 Penalty: 5780.689941
	Iteration 0F: 3 clusters Score -1.297455e+07 nChanged 54514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -13005828.000000 Penalty: 5780.689941
	Iteration 1F: 3 clusters Score -1.300583e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 57000 members 
Entering Unmasked Estep 
Score: -13006844.000000 Penalty: 5780.689941
	Iteration 2Q: 3 clusters Score -1.300684e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -13008013.000000 Penalty: 5780.689941
	Iteration 3Q: 3 clusters Score -1.300801e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 55662 members 
Entering Unmasked Estep 
Score: -13009321.000000 Penalty: 5780.689941
	Iteration 4Q: 3 clusters Score -1.300932e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -13010895.000000 Penalty: 5780.689941
	Iteration 5Q: 3 clusters Score -1.30109e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -13012586.000000 Penalty: 5780.689941
	Iteration 6Q: 3 clusters Score -1.301259e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64004 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -13014378.000000 Penalty: 5780.689941
	Iteration 7Q: 3 clusters Score -1.301438e+07 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66292 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -13015878.000000 Penalty: 5780.689941
	Iteration 8Q: 3 clusters Score -1.301588e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -13017710.000000 Penalty: 5780.689941
	Iteration 9Q: 3 clusters Score -1.301771e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -13019532.000000 Penalty: 5780.689941
	Iteration 10Q: 3 clusters Score -1.301953e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -13021582.000000 Penalty: 5780.689941
	Iteration 11Q: 3 clusters Score -1.302158e+07 nChanged 5382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82323 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -13024348.000000 Penalty: 5780.689941
	Iteration 12Q: 3 clusters Score -1.302435e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88245 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -13027720.000000 Penalty: 5780.689941
	Iteration 13F: 3 clusters Score -1.302772e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94629 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -13032316.000000 Penalty: 5780.689941
	Iteration 14F: 3 clusters Score -1.303232e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100852 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -13037049.000000 Penalty: 5780.689941
	Iteration 15F: 3 clusters Score -1.303705e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106202 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -13041427.000000 Penalty: 5780.689941
	Iteration 16Q: 3 clusters Score -1.304143e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110113 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -13044661.000000 Penalty: 5780.689941
	Iteration 17Q: 3 clusters Score -1.304466e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112484 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -13046668.000000 Penalty: 5780.689941
	Iteration 18Q: 3 clusters Score -1.304667e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113720 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -13047684.000000 Penalty: 5780.689941
	Iteration 19Q: 3 clusters Score -1.304768e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114316 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -13048222.000000 Penalty: 5780.689941
	Iteration 20F: 3 clusters Score -1.304822e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114568 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -13048422.000000 Penalty: 5780.689941
	Iteration 21Q: 3 clusters Score -1.304842e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114666 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -13048524.000000 Penalty: 5780.689941
	Iteration 22Q: 3 clusters Score -1.304852e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114723 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -13048576.000000 Penalty: 5780.689941
	Iteration 23Q: 3 clusters Score -1.304858e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114751 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -13048617.000000 Penalty: 5780.689941
	Iteration 24Q: 3 clusters Score -1.304862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114773 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -13048637.000000 Penalty: 5780.689941
	Iteration 25Q: 3 clusters Score -1.304864e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114793 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -13048647.000000 Penalty: 5780.689941
	Iteration 26Q: 3 clusters Score -1.304865e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114810 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -13048673.000000 Penalty: 5780.689941
	Iteration 27Q: 3 clusters Score -1.304867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114816 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -13048686.000000 Penalty: 5780.689941
	Iteration 28Q: 3 clusters Score -1.304869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114822 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -13048685.000000 Penalty: 5780.689941
	Iteration 29Q: 3 clusters Score -1.304868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114829 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -13048688.000000 Penalty: 5780.689941
	Iteration 30Q: 3 clusters Score -1.304869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114831 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -13048693.000000 Penalty: 5780.689941
	Iteration 31Q: 3 clusters Score -1.304869e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114838 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -13048702.000000 Penalty: 5780.689941
	Iteration 32Q: 3 clusters Score -1.30487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114843 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -13048703.000000 Penalty: 5780.689941
	Iteration 33Q: 3 clusters Score -1.30487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114844 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -13048722.000000 Penalty: 5780.689941
	Iteration 34Q: 3 clusters Score -1.304872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114846 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -13048716.000000 Penalty: 5780.689941
	Iteration 35Q: 3 clusters Score -1.304872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114847 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -13048711.000000 Penalty: 5780.689941
	Iteration 36Q: 3 clusters Score -1.304871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114850 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -13048719.000000 Penalty: 5780.689941
	Iteration 37Q: 3 clusters Score -1.304872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114854 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -13048736.000000 Penalty: 5780.689941
	Iteration 38Q: 3 clusters Score -1.304874e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114857 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -13048738.000000 Penalty: 5780.689941
	Iteration 39Q: 3 clusters Score -1.304874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114861 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -13048737.000000 Penalty: 5780.689941
	Iteration 40F: 3 clusters Score -1.304874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114861 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -13048738.000000 Penalty: 5780.689941
	Iteration 41Q: 3 clusters Score -1.304874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114862 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -13048743.000000 Penalty: 5780.689941
	Iteration 42Q: 3 clusters Score -1.304874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114862 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -13048743.000000 Penalty: 5780.689941
	Iteration 43F: 3 clusters Score -1.304874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Entering Unmasked Estep 
Score: -5108882.000000 Penalty: 2659.047852
	Iteration 0F: 2 clusters Score -5108882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -5078274.000000 Penalty: 5318.095703
	Iteration 0F: 3 clusters Score -5078274 nChanged 20892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -5089772.500000 Penalty: 5318.095703
	Iteration 1F: 3 clusters Score -5089772 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5090326.000000 Penalty: 5318.095703
	Iteration 2Q: 3 clusters Score -5090326 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -5090904.000000 Penalty: 5318.095703
	Iteration 3Q: 3 clusters Score -5090904 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -5091560.000000 Penalty: 5318.095703
	Iteration 4Q: 3 clusters Score -5091560 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -5092568.000000 Penalty: 5318.095703
	Iteration 5Q: 3 clusters Score -5092568 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -5094066.000000 Penalty: 5318.095703
	Iteration 6F: 3 clusters Score -5094066 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -5096331.000000 Penalty: 5318.095703
	Iteration 7F: 3 clusters Score -5096331 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -5099306.500000 Penalty: 5318.095703
	Iteration 8F: 3 clusters Score -5099306 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -5102055.000000 Penalty: 5318.095703
	Iteration 9F: 3 clusters Score -5102055 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -5103877.000000 Penalty: 5318.095703
	Iteration 10Q: 3 clusters Score -5103877 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5105000.500000 Penalty: 5318.095703
	Iteration 11Q: 3 clusters Score -5105000 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5105608.500000 Penalty: 5318.095703
	Iteration 12Q: 3 clusters Score -5105608 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5105947.000000 Penalty: 5318.095703
	Iteration 13Q: 3 clusters Score -5105947 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5106145.000000 Penalty: 5318.095703
	Iteration 14Q: 3 clusters Score -5106145 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5106292.000000 Penalty: 5318.095703
	Iteration 15Q: 3 clusters Score -5106292 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5106385.500000 Penalty: 5318.095703
	Iteration 16Q: 3 clusters Score -5106386 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5106457.000000 Penalty: 5318.095703
	Iteration 17Q: 3 clusters Score -5106457 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5106479.000000 Penalty: 5318.095703
	Iteration 18Q: 3 clusters Score -5106479 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -5106509.500000 Penalty: 5318.095703
	Iteration 19Q: 3 clusters Score -5106510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5106536.000000 Penalty: 5318.095703
	Iteration 20F: 3 clusters Score -5106536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5106571.500000 Penalty: 5318.095703
	Iteration 21Q: 3 clusters Score -5106572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5106572.000000 Penalty: 5318.095703
	Iteration 22Q: 3 clusters Score -5106572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5106597.500000 Penalty: 5318.095703
	Iteration 23Q: 3 clusters Score -5106598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5106605.000000 Penalty: 5318.095703
	Iteration 24Q: 3 clusters Score -5106605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5106629.000000 Penalty: 5318.095703
	Iteration 25Q: 3 clusters Score -5106629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5106653.000000 Penalty: 5318.095703
	Iteration 26Q: 3 clusters Score -5106653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5106661.000000 Penalty: 5318.095703
	Iteration 27Q: 3 clusters Score -5106661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5106661.500000 Penalty: 5318.095703
	Iteration 28Q: 3 clusters Score -5106662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5106670.000000 Penalty: 5318.095703
	Iteration 29Q: 3 clusters Score -5106670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5106680.000000 Penalty: 5318.095703
	Iteration 30Q: 3 clusters Score -5106680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5106687.500000 Penalty: 5318.095703
	Iteration 31Q: 3 clusters Score -5106688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5106682.500000 Penalty: 5318.095703
	Iteration 32Q: 3 clusters Score -5106682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5106691.500000 Penalty: 5318.095703
	Iteration 33Q: 3 clusters Score -5106692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5106695.500000 Penalty: 5318.095703
	Iteration 34Q: 3 clusters Score -5106696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5106695.000000 Penalty: 5318.095703
	Iteration 35Q: 3 clusters Score -5106695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5106694.500000 Penalty: 5318.095703
	Iteration 36Q: 3 clusters Score -5106694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5106700.500000 Penalty: 5318.095703
	Iteration 37Q: 3 clusters Score -5106700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5106701.000000 Penalty: 5318.095703
	Iteration 38Q: 3 clusters Score -5106701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5106703.500000 Penalty: 5318.095703
	Iteration 39Q: 3 clusters Score -5106704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5106703.500000 Penalty: 5318.095703
	Iteration 40F: 3 clusters Score -5106704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Entering Unmasked Estep 
Score: -4190259.500000 Penalty: 2610.047852
	Iteration 0F: 2 clusters Score -4190260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -4165036.250000 Penalty: 5220.095703
	Iteration 0F: 3 clusters Score -4165036 nChanged 16939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -4174272.250000 Penalty: 5220.095703
	Iteration 1F: 3 clusters Score -4174272 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -4174708.250000 Penalty: 5220.095703
	Iteration 2Q: 3 clusters Score -4174708 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -4175084.750000 Penalty: 5220.095703
	Iteration 3Q: 3 clusters Score -4175085 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -4175417.250000 Penalty: 5220.095703
	Iteration 4Q: 3 clusters Score -4175417 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -4175751.750000 Penalty: 5220.095703
	Iteration 5Q: 3 clusters Score -4175752 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -4176066.000000 Penalty: 5220.095703
	Iteration 6Q: 3 clusters Score -4176066 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -4176451.500000 Penalty: 5220.095703
	Iteration 7Q: 3 clusters Score -4176452 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -4176990.500000 Penalty: 5220.095703
	Iteration 8Q: 3 clusters Score -4176990 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -4177876.750000 Penalty: 5220.095703
	Iteration 9Q: 3 clusters Score -4177877 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -4179203.250000 Penalty: 5220.095703
	Iteration 10F: 3 clusters Score -4179203 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -4180932.250000 Penalty: 5220.095703
	Iteration 11F: 3 clusters Score -4180932 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -4182974.000000 Penalty: 5220.095703
	Iteration 12F: 3 clusters Score -4182974 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -4184897.750000 Penalty: 5220.095703
	Iteration 13F: 3 clusters Score -4184898 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4186247.750000 Penalty: 5220.095703
	Iteration 14Q: 3 clusters Score -4186248 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4187072.000000 Penalty: 5220.095703
	Iteration 15Q: 3 clusters Score -4187072 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4187544.250000 Penalty: 5220.095703
	Iteration 16Q: 3 clusters Score -4187544 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4187745.000000 Penalty: 5220.095703
	Iteration 17Q: 3 clusters Score -4187745 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4187844.000000 Penalty: 5220.095703
	Iteration 18Q: 3 clusters Score -4187844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4187893.500000 Penalty: 5220.095703
	Iteration 19Q: 3 clusters Score -4187894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4187921.500000 Penalty: 5220.095703
	Iteration 20F: 3 clusters Score -4187922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4187947.500000 Penalty: 5220.095703
	Iteration 21Q: 3 clusters Score -4187948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4187962.000000 Penalty: 5220.095703
	Iteration 22Q: 3 clusters Score -4187962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4187973.500000 Penalty: 5220.095703
	Iteration 23Q: 3 clusters Score -4187974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4187974.000000 Penalty: 5220.095703
	Iteration 24Q: 3 clusters Score -4187974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4187976.000000 Penalty: 5220.095703
	Iteration 25Q: 3 clusters Score -4187976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4187986.250000 Penalty: 5220.095703
	Iteration 26Q: 3 clusters Score -4187986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4187987.250000 Penalty: 5220.095703
	Iteration 27Q: 3 clusters Score -4187987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4187987.250000 Penalty: 5220.095703
	Iteration 28F: 3 clusters Score -4187987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Entering Unmasked Estep 
Score: -2743263.250000 Penalty: 2525.508789
	Iteration 0F: 2 clusters Score -2743263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2725128.000000 Penalty: 5051.017578
	Iteration 0F: 3 clusters Score -2725128 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2732197.250000 Penalty: 5051.017578
	Iteration 1F: 3 clusters Score -2732197 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2733935.750000 Penalty: 5051.017578
	Iteration 2F: 3 clusters Score -2733936 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2736320.500000 Penalty: 5051.017578
	Iteration 3F: 3 clusters Score -2736320 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2738626.500000 Penalty: 5051.017578
	Iteration 4F: 3 clusters Score -2738626 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2740101.750000 Penalty: 5051.017578
	Iteration 5F: 3 clusters Score -2740102 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2741022.250000 Penalty: 5051.017578
	Iteration 6Q: 3 clusters Score -2741022 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2741676.750000 Penalty: 5051.017578
	Iteration 7Q: 3 clusters Score -2741677 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -2742285.500000 Penalty: 5051.017578
	Iteration 8Q: 3 clusters Score -2742286 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2742583.000000 Penalty: 5051.017578
	Iteration 9Q: 3 clusters Score -2742583 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2742714.000000 Penalty: 5051.017578
	Iteration 10Q: 3 clusters Score -2742714 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2742782.750000 Penalty: 5051.017578
	Iteration 11Q: 3 clusters Score -2742783 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2742824.500000 Penalty: 5051.017578
	Iteration 12Q: 3 clusters Score -2742824 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2742845.750000 Penalty: 5051.017578
	Iteration 13Q: 3 clusters Score -2742846 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2742851.000000 Penalty: 5051.017578
	Iteration 14Q: 3 clusters Score -2742851 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2742867.500000 Penalty: 5051.017578
	Iteration 15Q: 3 clusters Score -2742868 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2742876.250000 Penalty: 5051.017578
	Iteration 16Q: 3 clusters Score -2742876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2742869.000000 Penalty: 5051.017578
	Iteration 17Q: 3 clusters Score -2742869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2742876.500000 Penalty: 5051.017578
	Iteration 18Q: 3 clusters Score -2742876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2742873.750000 Penalty: 5051.017578
	Iteration 19Q: 3 clusters Score -2742874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2742883.750000 Penalty: 5051.017578
	Iteration 20F: 3 clusters Score -2742884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2742881.500000 Penalty: 5051.017578
	Iteration 21Q: 3 clusters Score -2742882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2742887.500000 Penalty: 5051.017578
	Iteration 22Q: 3 clusters Score -2742888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2742891.250000 Penalty: 5051.017578
	Iteration 23Q: 3 clusters Score -2742891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2742890.750000 Penalty: 5051.017578
	Iteration 24Q: 3 clusters Score -2742891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2742888.000000 Penalty: 5051.017578
	Iteration 25Q: 3 clusters Score -2742888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2742888.250000 Penalty: 5051.017578
	Iteration 26Q: 3 clusters Score -2742888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2742889.000000 Penalty: 5051.017578
	Iteration 27Q: 3 clusters Score -2742889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2742892.000000 Penalty: 5051.017578
	Iteration 28Q: 3 clusters Score -2742892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2742894.000000 Penalty: 5051.017578
	Iteration 29Q: 3 clusters Score -2742894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2742905.500000 Penalty: 5051.017578
	Iteration 30Q: 3 clusters Score -2742906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2742901.250000 Penalty: 5051.017578
	Iteration 31Q: 3 clusters Score -2742901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2742901.000000 Penalty: 5051.017578
	Iteration 32Q: 3 clusters Score -2742901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2742905.000000 Penalty: 5051.017578
	Iteration 33Q: 3 clusters Score -2742905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2742904.750000 Penalty: 5051.017578
	Iteration 34Q: 3 clusters Score -2742905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2742912.000000 Penalty: 5051.017578
	Iteration 35Q: 3 clusters Score -2742912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2742908.750000 Penalty: 5051.017578
	Iteration 36Q: 3 clusters Score -2742909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2742912.250000 Penalty: 5051.017578
	Iteration 37Q: 3 clusters Score -2742912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2742915.000000 Penalty: 5051.017578
	Iteration 38Q: 3 clusters Score -2742915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2742917.500000 Penalty: 5051.017578
	Iteration 39Q: 3 clusters Score -2742918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2742917.000000 Penalty: 5051.017578
	Iteration 40F: 3 clusters Score -2742917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2742919.000000 Penalty: 5051.017578
	Iteration 41Q: 3 clusters Score -2742919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2742915.000000 Penalty: 5051.017578
	Iteration 42Q: 3 clusters Score -2742915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2742918.500000 Penalty: 5051.017578
	Iteration 43Q: 3 clusters Score -2742918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2742921.500000 Penalty: 5051.017578
	Iteration 44Q: 3 clusters Score -2742922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2742921.500000 Penalty: 5051.017578
	Iteration 45F: 3 clusters Score -2742922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -258581.296875 Penalty: 1933.626343
	Iteration 0F: 2 clusters Score -258581.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -255674.406250 Penalty: 3867.252686
	Iteration 0F: 3 clusters Score -255674.4 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -256298.984375 Penalty: 3867.252686
	Iteration 1F: 3 clusters Score -256299 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -256483.109375 Penalty: 3867.252686
	Iteration 2F: 3 clusters Score -256483.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -256643.218750 Penalty: 3867.252686
	Iteration 3F: 3 clusters Score -256643.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -256751.140625 Penalty: 3867.252686
	Iteration 4Q: 3 clusters Score -256751.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -256852.093750 Penalty: 3867.252686
	Iteration 5Q: 3 clusters Score -256852.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -256925.468750 Penalty: 3867.252686
	Iteration 6Q: 3 clusters Score -256925.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -256980.156250 Penalty: 3867.252686
	Iteration 7Q: 3 clusters Score -256980.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -257039.796875 Penalty: 3867.252686
	Iteration 8Q: 3 clusters Score -257039.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -257104.796875 Penalty: 3867.252686
	Iteration 9Q: 3 clusters Score -257104.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -257179.562500 Penalty: 3867.252686
	Iteration 10Q: 3 clusters Score -257179.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -257238.000000 Penalty: 3867.252686
	Iteration 11Q: 3 clusters Score -257238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -257293.046875 Penalty: 3867.252686
	Iteration 12Q: 3 clusters Score -257293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -257353.312500 Penalty: 3867.252686
	Iteration 13Q: 3 clusters Score -257353.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -257425.218750 Penalty: 3867.252686
	Iteration 14Q: 3 clusters Score -257425.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -257476.734375 Penalty: 3867.252686
	Iteration 15Q: 3 clusters Score -257476.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -257510.609375 Penalty: 3867.252686
	Iteration 16Q: 3 clusters Score -257510.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -257530.062500 Penalty: 3867.252686
	Iteration 17Q: 3 clusters Score -257530.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -257542.781250 Penalty: 3867.252686
	Iteration 18Q: 3 clusters Score -257542.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -257552.343750 Penalty: 3867.252686
	Iteration 19Q: 3 clusters Score -257552.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -257560.953125 Penalty: 3867.252686
	Iteration 20F: 3 clusters Score -257561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -257567.984375 Penalty: 3867.252686
	Iteration 21Q: 3 clusters Score -257568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -257575.531250 Penalty: 3867.252686
	Iteration 22Q: 3 clusters Score -257575.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -257586.937500 Penalty: 3867.252686
	Iteration 23Q: 3 clusters Score -257586.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -257591.640625 Penalty: 3867.252686
	Iteration 24Q: 3 clusters Score -257591.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -257596.781250 Penalty: 3867.252686
	Iteration 25Q: 3 clusters Score -257596.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -257599.734375 Penalty: 3867.252686
	Iteration 26Q: 3 clusters Score -257599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -257600.546875 Penalty: 3867.252686
	Iteration 27Q: 3 clusters Score -257600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -257601.375000 Penalty: 3867.252686
	Iteration 28Q: 3 clusters Score -257601.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -257602.437500 Penalty: 3867.252686
	Iteration 29Q: 3 clusters Score -257602.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -257602.437500 Penalty: 3867.252686
	Iteration 30F: 3 clusters Score -257602.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (21991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Entering Unmasked Estep 
Score: -2468650.750000 Penalty: 2479.600342
	Iteration 0F: 2 clusters Score -2468651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2453269.250000 Penalty: 4959.200684
	Iteration 0F: 3 clusters Score -2453269 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2458287.000000 Penalty: 4959.200684
	Iteration 1F: 3 clusters Score -2458287 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2458670.500000 Penalty: 4959.200684
	Iteration 2Q: 3 clusters Score -2458670 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2458967.500000 Penalty: 4959.200684
	Iteration 3Q: 3 clusters Score -2458968 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -2459248.750000 Penalty: 4959.200684
	Iteration 4Q: 3 clusters Score -2459249 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2459470.750000 Penalty: 4959.200684
	Iteration 5Q: 3 clusters Score -2459471 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2459744.250000 Penalty: 4959.200684
	Iteration 6Q: 3 clusters Score -2459744 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2460110.250000 Penalty: 4959.200684
	Iteration 7Q: 3 clusters Score -2460110 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2460623.750000 Penalty: 4959.200684
	Iteration 8Q: 3 clusters Score -2460624 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2461299.500000 Penalty: 4959.200684
	Iteration 9Q: 3 clusters Score -2461300 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2462158.750000 Penalty: 4959.200684
	Iteration 10Q: 3 clusters Score -2462159 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2462901.500000 Penalty: 4959.200684
	Iteration 11Q: 3 clusters Score -2462902 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2463523.500000 Penalty: 4959.200684
	Iteration 12Q: 3 clusters Score -2463524 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2464062.000000 Penalty: 4959.200684
	Iteration 13Q: 3 clusters Score -2464062 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2464465.500000 Penalty: 4959.200684
	Iteration 14Q: 3 clusters Score -2464466 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2464737.500000 Penalty: 4959.200684
	Iteration 15Q: 3 clusters Score -2464738 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2464909.500000 Penalty: 4959.200684
	Iteration 16Q: 3 clusters Score -2464910 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2465015.500000 Penalty: 4959.200684
	Iteration 17Q: 3 clusters Score -2465016 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2465089.750000 Penalty: 4959.200684
	Iteration 18Q: 3 clusters Score -2465090 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2465147.000000 Penalty: 4959.200684
	Iteration 19Q: 3 clusters Score -2465147 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2465185.000000 Penalty: 4959.200684
	Iteration 20F: 3 clusters Score -2465185 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2465214.000000 Penalty: 4959.200684
	Iteration 21Q: 3 clusters Score -2465214 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2465247.000000 Penalty: 4959.200684
	Iteration 22Q: 3 clusters Score -2465247 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2465260.750000 Penalty: 4959.200684
	Iteration 23Q: 3 clusters Score -2465261 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2465282.500000 Penalty: 4959.200684
	Iteration 24Q: 3 clusters Score -2465282 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2465297.000000 Penalty: 4959.200684
	Iteration 25Q: 3 clusters Score -2465297 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2465323.250000 Penalty: 4959.200684
	Iteration 26Q: 3 clusters Score -2465323 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2465360.250000 Penalty: 4959.200684
	Iteration 27Q: 3 clusters Score -2465360 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2465380.750000 Penalty: 4959.200684
	Iteration 28Q: 3 clusters Score -2465381 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2465405.500000 Penalty: 4959.200684
	Iteration 29Q: 3 clusters Score -2465406 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2465412.250000 Penalty: 4959.200684
	Iteration 30Q: 3 clusters Score -2465412 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2465450.250000 Penalty: 4959.200684
	Iteration 31Q: 3 clusters Score -2465450 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2465452.000000 Penalty: 4959.200684
	Iteration 32Q: 3 clusters Score -2465452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2465467.750000 Penalty: 4959.200684
	Iteration 33Q: 3 clusters Score -2465468 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2465485.750000 Penalty: 4959.200684
	Iteration 34Q: 3 clusters Score -2465486 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2465490.000000 Penalty: 4959.200684
	Iteration 35Q: 3 clusters Score -2465490 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2465514.000000 Penalty: 4959.200684
	Iteration 36Q: 3 clusters Score -2465514 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2465524.750000 Penalty: 4959.200684
	Iteration 37Q: 3 clusters Score -2465525 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2465538.750000 Penalty: 4959.200684
	Iteration 38Q: 3 clusters Score -2465539 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2465545.500000 Penalty: 4959.200684
	Iteration 39Q: 3 clusters Score -2465546 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2465558.250000 Penalty: 4959.200684
	Iteration 40F: 3 clusters Score -2465558 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2465583.750000 Penalty: 4959.200684
	Iteration 41Q: 3 clusters Score -2465584 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2465596.250000 Penalty: 4959.200684
	Iteration 42Q: 3 clusters Score -2465596 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2465607.500000 Penalty: 4959.200684
	Iteration 43Q: 3 clusters Score -2465608 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2465625.500000 Penalty: 4959.200684
	Iteration 44Q: 3 clusters Score -2465626 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2465646.250000 Penalty: 4959.200684
	Iteration 45Q: 3 clusters Score -2465646 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2465669.750000 Penalty: 4959.200684
	Iteration 46Q: 3 clusters Score -2465670 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2465693.000000 Penalty: 4959.200684
	Iteration 47Q: 3 clusters Score -2465693 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2465726.250000 Penalty: 4959.200684
	Iteration 48Q: 3 clusters Score -2465726 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2465751.500000 Penalty: 4959.200684
	Iteration 49Q: 3 clusters Score -2465752 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2465784.750000 Penalty: 4959.200684
	Iteration 50Q: 3 clusters Score -2465785 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2465832.250000 Penalty: 4959.200684
	Iteration 51Q: 3 clusters Score -2465832 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2465857.000000 Penalty: 4959.200684
	Iteration 52Q: 3 clusters Score -2465857 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2465890.000000 Penalty: 4959.200684
	Iteration 53Q: 3 clusters Score -2465890 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2465915.500000 Penalty: 4959.200684
	Iteration 54Q: 3 clusters Score -2465916 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2465956.000000 Penalty: 4959.200684
	Iteration 55Q: 3 clusters Score -2465956 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2466002.000000 Penalty: 4959.200684
	Iteration 56Q: 3 clusters Score -2466002 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2466021.750000 Penalty: 4959.200684
	Iteration 57Q: 3 clusters Score -2466022 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2466072.750000 Penalty: 4959.200684
	Iteration 58Q: 3 clusters Score -2466073 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2466112.000000 Penalty: 4959.200684
	Iteration 59Q: 3 clusters Score -2466112 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2466146.750000 Penalty: 4959.200684
	Iteration 60F: 3 clusters Score -2466147 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2466189.500000 Penalty: 4959.200684
	Iteration 61Q: 3 clusters Score -2466190 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2466240.750000 Penalty: 4959.200684
	Iteration 62Q: 3 clusters Score -2466241 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2466281.500000 Penalty: 4959.200684
	Iteration 63Q: 3 clusters Score -2466282 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2466335.250000 Penalty: 4959.200684
	Iteration 64Q: 3 clusters Score -2466335 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2466408.750000 Penalty: 4959.200684
	Iteration 65Q: 3 clusters Score -2466409 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2466490.500000 Penalty: 4959.200684
	Iteration 66Q: 3 clusters Score -2466490 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2466546.250000 Penalty: 4959.200684
	Iteration 67Q: 3 clusters Score -2466546 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2466619.500000 Penalty: 4959.200684
	Iteration 68Q: 3 clusters Score -2466620 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2466677.000000 Penalty: 4959.200684
	Iteration 69Q: 3 clusters Score -2466677 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2466740.750000 Penalty: 4959.200684
	Iteration 70Q: 3 clusters Score -2466741 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2466774.500000 Penalty: 4959.200684
	Iteration 71Q: 3 clusters Score -2466774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2466811.000000 Penalty: 4959.200684
	Iteration 72Q: 3 clusters Score -2466811 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2466830.250000 Penalty: 4959.200684
	Iteration 73Q: 3 clusters Score -2466830 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2466864.750000 Penalty: 4959.200684
	Iteration 74Q: 3 clusters Score -2466865 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2466887.250000 Penalty: 4959.200684
	Iteration 75Q: 3 clusters Score -2466887 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2466915.500000 Penalty: 4959.200684
	Iteration 76Q: 3 clusters Score -2466916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2466929.500000 Penalty: 4959.200684
	Iteration 77Q: 3 clusters Score -2466930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2466945.250000 Penalty: 4959.200684
	Iteration 78Q: 3 clusters Score -2466945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2466960.250000 Penalty: 4959.200684
	Iteration 79Q: 3 clusters Score -2466960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2466966.750000 Penalty: 4959.200684
	Iteration 80F: 3 clusters Score -2466967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -2466979.750000 Penalty: 4959.200684
	Iteration 81Q: 3 clusters Score -2466980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -2466985.250000 Penalty: 4959.200684
	Iteration 82Q: 3 clusters Score -2466985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2466995.750000 Penalty: 4959.200684
	Iteration 83Q: 3 clusters Score -2466996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2467001.250000 Penalty: 4959.200684
	Iteration 84Q: 3 clusters Score -2467001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2467010.250000 Penalty: 4959.200684
	Iteration 85Q: 3 clusters Score -2467010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2467014.000000 Penalty: 4959.200684
	Iteration 86Q: 3 clusters Score -2467014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2467014.000000 Penalty: 4959.200684
	Iteration 87Q: 3 clusters Score -2467014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2467014.750000 Penalty: 4959.200684
	Iteration 88Q: 3 clusters Score -2467015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2467020.250000 Penalty: 4959.200684
	Iteration 89Q: 3 clusters Score -2467020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2467024.000000 Penalty: 4959.200684
	Iteration 90Q: 3 clusters Score -2467024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2467025.500000 Penalty: 4959.200684
	Iteration 91Q: 3 clusters Score -2467026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2467023.750000 Penalty: 4959.200684
	Iteration 92Q: 3 clusters Score -2467024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2467029.500000 Penalty: 4959.200684
	Iteration 93Q: 3 clusters Score -2467030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2467024.000000 Penalty: 4959.200684
	Iteration 94Q: 3 clusters Score -2467024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2467027.000000 Penalty: 4959.200684
	Iteration 95Q: 3 clusters Score -2467027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2467025.000000 Penalty: 4959.200684
	Iteration 96Q: 3 clusters Score -2467025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2467027.250000 Penalty: 4959.200684
	Iteration 97Q: 3 clusters Score -2467027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2467025.000000 Penalty: 4959.200684
	Iteration 98Q: 3 clusters Score -2467025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2467025.000000 Penalty: 4959.200684
	Iteration 99F: 3 clusters Score -2467025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -11518.189453 Penalty: 1220.155273
	Iteration 0F: 2 clusters Score -11518.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10524.690430 Penalty: 2440.310547
	Iteration 0F: 3 clusters Score -10524.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10575.446289 Penalty: 2440.310547
	Iteration 1Q: 3 clusters Score -10575.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10575.446289 Penalty: 2440.310547
	Iteration 2F: 3 clusters Score -10575.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (102919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102919 members 
Entering Unmasked Estep 
Score: -11528679.000000 Penalty: 2862.341064
	Iteration 0F: 2 clusters Score -1.152868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -11459691.000000 Penalty: 5724.682129
	Iteration 0F: 3 clusters Score -1.145969e+07 nChanged 48817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -11487806.000000 Penalty: 5724.682129
	Iteration 1F: 3 clusters Score -1.148781e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 55367 members 
Entering Unmasked Estep 
Score: -11488743.000000 Penalty: 5724.682129
	Iteration 2Q: 3 clusters Score -1.148874e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -11490032.000000 Penalty: 5724.682129
	Iteration 3Q: 3 clusters Score -1.149003e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -11491860.000000 Penalty: 5724.682129
	Iteration 4Q: 3 clusters Score -1.149186e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 65783 members 
Entering Unmasked Estep 
Score: -11494761.000000 Penalty: 5724.682129
	Iteration 5F: 3 clusters Score -1.149476e+07 nChanged 6689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 72126 members 
Entering Unmasked Estep 
Score: -11499105.000000 Penalty: 5724.682129
	Iteration 6F: 3 clusters Score -1.14991e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -11505381.000000 Penalty: 5724.682129
	Iteration 7F: 3 clusters Score -1.150538e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 87828 members 
Entering Unmasked Estep 
Score: -11512480.000000 Penalty: 5724.682129
	Iteration 8F: 3 clusters Score -1.151248e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 94559 members 
Entering Unmasked Estep 
Score: -11518757.000000 Penalty: 5724.682129
	Iteration 9F: 3 clusters Score -1.151876e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 98946 members 
Entering Unmasked Estep 
Score: -11522847.000000 Penalty: 5724.682129
	Iteration 10Q: 3 clusters Score -1.152285e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 101125 members 
Entering Unmasked Estep 
Score: -11524751.000000 Penalty: 5724.682129
	Iteration 11Q: 3 clusters Score -1.152475e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 102017 members 
Entering Unmasked Estep 
Score: -11525518.000000 Penalty: 5724.682129
	Iteration 12Q: 3 clusters Score -1.152552e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 102338 members 
Entering Unmasked Estep 
Score: -11525826.000000 Penalty: 5724.682129
	Iteration 13Q: 3 clusters Score -1.152583e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 102458 members 
Entering Unmasked Estep 
Score: -11525971.000000 Penalty: 5724.682129
	Iteration 14Q: 3 clusters Score -1.152597e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 102529 members 
Entering Unmasked Estep 
Score: -11526078.000000 Penalty: 5724.682129
	Iteration 15Q: 3 clusters Score -1.152608e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 102558 members 
Entering Unmasked Estep 
Score: -11526143.000000 Penalty: 5724.682129
	Iteration 16Q: 3 clusters Score -1.152614e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 102567 members 
Entering Unmasked Estep 
Score: -11526157.000000 Penalty: 5724.682129
	Iteration 17Q: 3 clusters Score -1.152616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 102582 members 
Entering Unmasked Estep 
Score: -11526168.000000 Penalty: 5724.682129
	Iteration 18Q: 3 clusters Score -1.152617e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 102587 members 
Entering Unmasked Estep 
Score: -11526186.000000 Penalty: 5724.682129
	Iteration 19Q: 3 clusters Score -1.152619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 102590 members 
Entering Unmasked Estep 
Score: -11526193.000000 Penalty: 5724.682129
	Iteration 20F: 3 clusters Score -1.152619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 102593 members 
Entering Unmasked Estep 
Score: -11526215.000000 Penalty: 5724.682129
	Iteration 21Q: 3 clusters Score -1.152622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 102599 members 
Entering Unmasked Estep 
Score: -11526220.000000 Penalty: 5724.682129
	Iteration 22Q: 3 clusters Score -1.152622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -11526227.000000 Penalty: 5724.682129
	Iteration 23Q: 3 clusters Score -1.152623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 102604 members 
Entering Unmasked Estep 
Score: -11526217.000000 Penalty: 5724.682129
	Iteration 24Q: 3 clusters Score -1.152622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 102605 members 
Entering Unmasked Estep 
Score: -11526229.000000 Penalty: 5724.682129
	Iteration 25Q: 3 clusters Score -1.152623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 102610 members 
Entering Unmasked Estep 
Score: -11526226.000000 Penalty: 5724.682129
	Iteration 26Q: 3 clusters Score -1.152623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 102611 members 
Entering Unmasked Estep 
Score: -11526226.000000 Penalty: 5724.682129
	Iteration 27Q: 3 clusters Score -1.152623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 102613 members 
Entering Unmasked Estep 
Score: -11526233.000000 Penalty: 5724.682129
	Iteration 28Q: 3 clusters Score -1.152623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 102614 members 
Entering Unmasked Estep 
Score: -11526229.000000 Penalty: 5724.682129
	Iteration 29Q: 3 clusters Score -1.152623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 102615 members 
Entering Unmasked Estep 
Score: -11526236.000000 Penalty: 5724.682129
	Iteration 30Q: 3 clusters Score -1.152624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 102616 members 
Entering Unmasked Estep 
Score: -11526242.000000 Penalty: 5724.682129
	Iteration 31Q: 3 clusters Score -1.152624e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 102617 members 
Entering Unmasked Estep 
Score: -11526240.000000 Penalty: 5724.682129
	Iteration 32Q: 3 clusters Score -1.152624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 102617 members 
Entering Unmasked Estep 
Score: -11526240.000000 Penalty: 5724.682129
	Iteration 33F: 3 clusters Score -1.152624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -34705.746094 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -34705.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33303.457031 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -33303.46 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33488.851562 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -33488.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33570.593750 Penalty: 2955.378662
	Iteration 2Q: 3 clusters Score -33570.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33638.933594 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -33638.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -33708.394531 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -33708.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33759.218750 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -33759.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -33789.027344 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -33789.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -33814.042969 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -33814.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33827.660156 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -33827.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -33836.023438 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -33836.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -33842.046875 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -33842.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33846.660156 Penalty: 2955.378662
	Iteration 11Q: 3 clusters Score -33846.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -33846.660156 Penalty: 2955.378662
	Iteration 12F: 3 clusters Score -33846.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Entering Unmasked Estep 
Score: -4644959.000000 Penalty: 2644.362061
	Iteration 0F: 2 clusters Score -4644959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -4615972.000000 Penalty: 5288.724121
	Iteration 0F: 3 clusters Score -4615972 nChanged 19570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -4626708.500000 Penalty: 5288.724121
	Iteration 1F: 3 clusters Score -4626708 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -4627214.000000 Penalty: 5288.724121
	Iteration 2Q: 3 clusters Score -4627214 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -4627653.000000 Penalty: 5288.724121
	Iteration 3Q: 3 clusters Score -4627653 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -4628141.000000 Penalty: 5288.724121
	Iteration 4Q: 3 clusters Score -4628141 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -4628607.500000 Penalty: 5288.724121
	Iteration 5Q: 3 clusters Score -4628608 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -4629101.500000 Penalty: 5288.724121
	Iteration 6Q: 3 clusters Score -4629102 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -4629658.000000 Penalty: 5288.724121
	Iteration 7Q: 3 clusters Score -4629658 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -4630314.500000 Penalty: 5288.724121
	Iteration 8Q: 3 clusters Score -4630314 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -4631144.500000 Penalty: 5288.724121
	Iteration 9Q: 3 clusters Score -4631144 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -4632123.500000 Penalty: 5288.724121
	Iteration 10Q: 3 clusters Score -4632124 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -4633140.500000 Penalty: 5288.724121
	Iteration 11Q: 3 clusters Score -4633140 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -4634187.500000 Penalty: 5288.724121
	Iteration 12Q: 3 clusters Score -4634188 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -4635105.000000 Penalty: 5288.724121
	Iteration 13Q: 3 clusters Score -4635105 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -4635882.500000 Penalty: 5288.724121
	Iteration 14Q: 3 clusters Score -4635882 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -4636600.000000 Penalty: 5288.724121
	Iteration 15Q: 3 clusters Score -4636600 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -4637257.000000 Penalty: 5288.724121
	Iteration 16Q: 3 clusters Score -4637257 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -4637884.000000 Penalty: 5288.724121
	Iteration 17Q: 3 clusters Score -4637884 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -4638513.500000 Penalty: 5288.724121
	Iteration 18Q: 3 clusters Score -4638514 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -4639149.000000 Penalty: 5288.724121
	Iteration 19Q: 3 clusters Score -4639149 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -4639793.500000 Penalty: 5288.724121
	Iteration 20F: 3 clusters Score -4639794 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -4640417.000000 Penalty: 5288.724121
	Iteration 21Q: 3 clusters Score -4640417 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -4640973.000000 Penalty: 5288.724121
	Iteration 22Q: 3 clusters Score -4640973 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -4641397.000000 Penalty: 5288.724121
	Iteration 23Q: 3 clusters Score -4641397 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4641764.000000 Penalty: 5288.724121
	Iteration 24Q: 3 clusters Score -4641764 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4642048.500000 Penalty: 5288.724121
	Iteration 25Q: 3 clusters Score -4642048 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -4642246.500000 Penalty: 5288.724121
	Iteration 26Q: 3 clusters Score -4642246 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4642379.000000 Penalty: 5288.724121
	Iteration 27Q: 3 clusters Score -4642379 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -4642486.500000 Penalty: 5288.724121
	Iteration 28Q: 3 clusters Score -4642486 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4642570.500000 Penalty: 5288.724121
	Iteration 29Q: 3 clusters Score -4642570 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4642644.500000 Penalty: 5288.724121
	Iteration 30Q: 3 clusters Score -4642644 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4642704.000000 Penalty: 5288.724121
	Iteration 31Q: 3 clusters Score -4642704 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4642751.000000 Penalty: 5288.724121
	Iteration 32Q: 3 clusters Score -4642751 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4642780.000000 Penalty: 5288.724121
	Iteration 33Q: 3 clusters Score -4642780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4642802.500000 Penalty: 5288.724121
	Iteration 34Q: 3 clusters Score -4642802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4642822.000000 Penalty: 5288.724121
	Iteration 35Q: 3 clusters Score -4642822 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4642834.500000 Penalty: 5288.724121
	Iteration 36Q: 3 clusters Score -4642834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4642842.500000 Penalty: 5288.724121
	Iteration 37Q: 3 clusters Score -4642842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4642854.000000 Penalty: 5288.724121
	Iteration 38Q: 3 clusters Score -4642854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4642863.000000 Penalty: 5288.724121
	Iteration 39Q: 3 clusters Score -4642863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4642867.500000 Penalty: 5288.724121
	Iteration 40F: 3 clusters Score -4642868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4642867.500000 Penalty: 5288.724121
	Iteration 41Q: 3 clusters Score -4642868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4642870.000000 Penalty: 5288.724121
	Iteration 42Q: 3 clusters Score -4642870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4642889.500000 Penalty: 5288.724121
	Iteration 43Q: 3 clusters Score -4642890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4642887.000000 Penalty: 5288.724121
	Iteration 44Q: 3 clusters Score -4642887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4642888.500000 Penalty: 5288.724121
	Iteration 45Q: 3 clusters Score -4642888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4642888.500000 Penalty: 5288.724121
	Iteration 46Q: 3 clusters Score -4642888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4642887.500000 Penalty: 5288.724121
	Iteration 47Q: 3 clusters Score -4642888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4642884.000000 Penalty: 5288.724121
	Iteration 48Q: 3 clusters Score -4642884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4642905.500000 Penalty: 5288.724121
	Iteration 49Q: 3 clusters Score -4642906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4642906.500000 Penalty: 5288.724121
	Iteration 50Q: 3 clusters Score -4642906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4642907.500000 Penalty: 5288.724121
	Iteration 51Q: 3 clusters Score -4642908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4642911.000000 Penalty: 5288.724121
	Iteration 52Q: 3 clusters Score -4642911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4642907.000000 Penalty: 5288.724121
	Iteration 53Q: 3 clusters Score -4642907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4642910.500000 Penalty: 5288.724121
	Iteration 54Q: 3 clusters Score -4642910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -4642908.000000 Penalty: 5288.724121
	Iteration 55Q: 3 clusters Score -4642908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4642907.500000 Penalty: 5288.724121
	Iteration 56Q: 3 clusters Score -4642908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4642907.500000 Penalty: 5288.724121
	Iteration 57F: 3 clusters Score -4642908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Entering Unmasked Estep 
Score: -496422.281250 Penalty: 2125.589111
	Iteration 0F: 2 clusters Score -496422.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -491834.781250 Penalty: 4251.178223
	Iteration 0F: 3 clusters Score -491834.8 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -493155.125000 Penalty: 4251.178223
	Iteration 1F: 3 clusters Score -493155.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -493570.375000 Penalty: 4251.178223
	Iteration 2F: 3 clusters Score -493570.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -493921.968750 Penalty: 4251.178223
	Iteration 3F: 3 clusters Score -493922 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -494290.468750 Penalty: 4251.178223
	Iteration 4F: 3 clusters Score -494290.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -494656.781250 Penalty: 4251.178223
	Iteration 5F: 3 clusters Score -494656.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -495010.375000 Penalty: 4251.178223
	Iteration 6F: 3 clusters Score -495010.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -495305.187500 Penalty: 4251.178223
	Iteration 7F: 3 clusters Score -495305.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -495543.218750 Penalty: 4251.178223
	Iteration 8Q: 3 clusters Score -495543.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -495707.031250 Penalty: 4251.178223
	Iteration 9Q: 3 clusters Score -495707 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -495805.562500 Penalty: 4251.178223
	Iteration 10Q: 3 clusters Score -495805.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -495858.500000 Penalty: 4251.178223
	Iteration 11Q: 3 clusters Score -495858.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -495900.718750 Penalty: 4251.178223
	Iteration 12Q: 3 clusters Score -495900.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -495932.093750 Penalty: 4251.178223
	Iteration 13Q: 3 clusters Score -495932.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -495955.500000 Penalty: 4251.178223
	Iteration 14Q: 3 clusters Score -495955.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -495977.406250 Penalty: 4251.178223
	Iteration 15Q: 3 clusters Score -495977.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -495996.562500 Penalty: 4251.178223
	Iteration 16Q: 3 clusters Score -495996.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -496008.343750 Penalty: 4251.178223
	Iteration 17Q: 3 clusters Score -496008.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -496019.656250 Penalty: 4251.178223
	Iteration 18Q: 3 clusters Score -496019.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -496026.750000 Penalty: 4251.178223
	Iteration 19Q: 3 clusters Score -496026.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -496029.656250 Penalty: 4251.178223
	Iteration 20F: 3 clusters Score -496029.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -496032.218750 Penalty: 4251.178223
	Iteration 21Q: 3 clusters Score -496032.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -496033.906250 Penalty: 4251.178223
	Iteration 22Q: 3 clusters Score -496033.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -496034.218750 Penalty: 4251.178223
	Iteration 23Q: 3 clusters Score -496034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -496033.937500 Penalty: 4251.178223
	Iteration 24Q: 3 clusters Score -496033.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -496034.343750 Penalty: 4251.178223
	Iteration 25Q: 3 clusters Score -496034.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -496034.593750 Penalty: 4251.178223
	Iteration 26Q: 3 clusters Score -496034.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -496034.593750 Penalty: 4251.178223
	Iteration 27F: 3 clusters Score -496034.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (85005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Entering Unmasked Estep 
Score: -9618415.000000 Penalty: 2814.915527
	Iteration 0F: 2 clusters Score -9618415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -9561180.000000 Penalty: 5629.831055
	Iteration 0F: 3 clusters Score -9561180 nChanged 40151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -9584609.000000 Penalty: 5629.831055
	Iteration 1F: 3 clusters Score -9584609 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -9586257.000000 Penalty: 5629.831055
	Iteration 2Q: 3 clusters Score -9586257 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -9588238.000000 Penalty: 5629.831055
	Iteration 3Q: 3 clusters Score -9588238 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -9590622.000000 Penalty: 5629.831055
	Iteration 4F: 3 clusters Score -9590622 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -9593161.000000 Penalty: 5629.831055
	Iteration 5F: 3 clusters Score -9593161 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53515 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -9595684.000000 Penalty: 5629.831055
	Iteration 6F: 3 clusters Score -9595684 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -9598344.000000 Penalty: 5629.831055
	Iteration 7F: 3 clusters Score -9598344 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -9601172.000000 Penalty: 5629.831055
	Iteration 8F: 3 clusters Score -9601172 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -9603790.000000 Penalty: 5629.831055
	Iteration 9Q: 3 clusters Score -9603790 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -9605569.000000 Penalty: 5629.831055
	Iteration 10Q: 3 clusters Score -9605569 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61004 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -9606540.000000 Penalty: 5629.831055
	Iteration 11Q: 3 clusters Score -9606540 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61972 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -9607088.000000 Penalty: 5629.831055
	Iteration 12Q: 3 clusters Score -9607088 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -9607483.000000 Penalty: 5629.831055
	Iteration 13Q: 3 clusters Score -9607483 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -9607860.000000 Penalty: 5629.831055
	Iteration 14Q: 3 clusters Score -9607860 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64903 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -9608189.000000 Penalty: 5629.831055
	Iteration 15Q: 3 clusters Score -9608189 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -9608559.000000 Penalty: 5629.831055
	Iteration 16Q: 3 clusters Score -9608559 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66994 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -9608917.000000 Penalty: 5629.831055
	Iteration 17Q: 3 clusters Score -9608917 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68044 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -9609276.000000 Penalty: 5629.831055
	Iteration 18Q: 3 clusters Score -9609276 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69108 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -9609671.000000 Penalty: 5629.831055
	Iteration 19Q: 3 clusters Score -9609671 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -9610097.000000 Penalty: 5629.831055
	Iteration 20F: 3 clusters Score -9610097 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -9610489.000000 Penalty: 5629.831055
	Iteration 21Q: 3 clusters Score -9610489 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -9610834.000000 Penalty: 5629.831055
	Iteration 22Q: 3 clusters Score -9610834 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -9611224.000000 Penalty: 5629.831055
	Iteration 23Q: 3 clusters Score -9611224 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74377 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -9611627.000000 Penalty: 5629.831055
	Iteration 24Q: 3 clusters Score -9611627 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75363 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -9611988.000000 Penalty: 5629.831055
	Iteration 25Q: 3 clusters Score -9611988 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -9612415.000000 Penalty: 5629.831055
	Iteration 26Q: 3 clusters Score -9612415 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77280 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -9612816.000000 Penalty: 5629.831055
	Iteration 27Q: 3 clusters Score -9612816 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78204 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -9613208.000000 Penalty: 5629.831055
	Iteration 28Q: 3 clusters Score -9613208 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79033 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -9613570.000000 Penalty: 5629.831055
	Iteration 29Q: 3 clusters Score -9613570 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79799 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -9613890.000000 Penalty: 5629.831055
	Iteration 30Q: 3 clusters Score -9613890 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -9614203.000000 Penalty: 5629.831055
	Iteration 31Q: 3 clusters Score -9614203 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81035 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -9614463.000000 Penalty: 5629.831055
	Iteration 32Q: 3 clusters Score -9614463 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81554 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -9614692.000000 Penalty: 5629.831055
	Iteration 33Q: 3 clusters Score -9614692 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -9614888.000000 Penalty: 5629.831055
	Iteration 34Q: 3 clusters Score -9614888 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -9615034.000000 Penalty: 5629.831055
	Iteration 35Q: 3 clusters Score -9615034 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82684 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -9615190.000000 Penalty: 5629.831055
	Iteration 36Q: 3 clusters Score -9615190 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82958 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9615308.000000 Penalty: 5629.831055
	Iteration 37Q: 3 clusters Score -9615308 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83170 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -9615411.000000 Penalty: 5629.831055
	Iteration 38Q: 3 clusters Score -9615411 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83345 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9615495.000000 Penalty: 5629.831055
	Iteration 39Q: 3 clusters Score -9615495 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83501 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -9615584.000000 Penalty: 5629.831055
	Iteration 40F: 3 clusters Score -9615584 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83638 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9615636.000000 Penalty: 5629.831055
	Iteration 41Q: 3 clusters Score -9615636 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83744 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9615682.000000 Penalty: 5629.831055
	Iteration 42Q: 3 clusters Score -9615682 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9615746.000000 Penalty: 5629.831055
	Iteration 43Q: 3 clusters Score -9615746 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83908 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -9615794.000000 Penalty: 5629.831055
	Iteration 44Q: 3 clusters Score -9615794 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83976 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9615818.000000 Penalty: 5629.831055
	Iteration 45Q: 3 clusters Score -9615818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84039 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9615861.000000 Penalty: 5629.831055
	Iteration 46Q: 3 clusters Score -9615861 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9615895.000000 Penalty: 5629.831055
	Iteration 47Q: 3 clusters Score -9615895 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84149 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9615907.000000 Penalty: 5629.831055
	Iteration 48Q: 3 clusters Score -9615907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84173 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9615915.000000 Penalty: 5629.831055
	Iteration 49Q: 3 clusters Score -9615915 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84195 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9615932.000000 Penalty: 5629.831055
	Iteration 50Q: 3 clusters Score -9615932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9615938.000000 Penalty: 5629.831055
	Iteration 51Q: 3 clusters Score -9615938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9615946.000000 Penalty: 5629.831055
	Iteration 52Q: 3 clusters Score -9615946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84237 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9615948.000000 Penalty: 5629.831055
	Iteration 53Q: 3 clusters Score -9615948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9615956.000000 Penalty: 5629.831055
	Iteration 54Q: 3 clusters Score -9615956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84252 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9615964.000000 Penalty: 5629.831055
	Iteration 55Q: 3 clusters Score -9615964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84259 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9615962.000000 Penalty: 5629.831055
	Iteration 56Q: 3 clusters Score -9615962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84266 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9615966.000000 Penalty: 5629.831055
	Iteration 57Q: 3 clusters Score -9615966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84272 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9615971.000000 Penalty: 5629.831055
	Iteration 58Q: 3 clusters Score -9615971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84279 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9615989.000000 Penalty: 5629.831055
	Iteration 59Q: 3 clusters Score -9615989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9615987.000000 Penalty: 5629.831055
	Iteration 60F: 3 clusters Score -9615987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9615982.000000 Penalty: 5629.831055
	Iteration 61Q: 3 clusters Score -9615982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84297 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9615988.000000 Penalty: 5629.831055
	Iteration 62Q: 3 clusters Score -9615988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84305 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9615994.000000 Penalty: 5629.831055
	Iteration 63Q: 3 clusters Score -9615994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9616005.000000 Penalty: 5629.831055
	Iteration 64Q: 3 clusters Score -9616005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84319 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9616006.000000 Penalty: 5629.831055
	Iteration 65Q: 3 clusters Score -9616006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9616014.000000 Penalty: 5629.831055
	Iteration 66Q: 3 clusters Score -9616014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9616007.000000 Penalty: 5629.831055
	Iteration 67Q: 3 clusters Score -9616007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9616022.000000 Penalty: 5629.831055
	Iteration 68Q: 3 clusters Score -9616022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9616012.000000 Penalty: 5629.831055
	Iteration 69Q: 3 clusters Score -9616012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9616018.000000 Penalty: 5629.831055
	Iteration 70Q: 3 clusters Score -9616018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9616018.000000 Penalty: 5629.831055
	Iteration 71F: 3 clusters Score -9616018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -159724.500000 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -159724.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -157453.875000 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -157453.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -157817.531250 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -157817.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -157914.109375 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -157914.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -157965.156250 Penalty: 3613.271240
	Iteration 3Q: 3 clusters Score -157965.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -157997.000000 Penalty: 3613.271240
	Iteration 4Q: 3 clusters Score -157997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -158012.343750 Penalty: 3613.271240
	Iteration 5Q: 3 clusters Score -158012.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -158022.468750 Penalty: 3613.271240
	Iteration 6Q: 3 clusters Score -158022.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -158034.093750 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -158034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -158039.875000 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -158039.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -158047.437500 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -158047.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -158052.296875 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -158052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -158054.500000 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -158054.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -158056.625000 Penalty: 3613.271240
	Iteration 12Q: 3 clusters Score -158056.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -158057.796875 Penalty: 3613.271240
	Iteration 13Q: 3 clusters Score -158057.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -158057.796875 Penalty: 3613.271240
	Iteration 14F: 3 clusters Score -158057.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Entering Unmasked Estep 
Score: -423161.437500 Penalty: 2055.743652
	Iteration 0F: 2 clusters Score -423161.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -419337.031250 Penalty: 4111.487305
	Iteration 0F: 3 clusters Score -419337 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -420224.593750 Penalty: 4111.487305
	Iteration 1F: 3 clusters Score -420224.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -420467.468750 Penalty: 4111.487305
	Iteration 2F: 3 clusters Score -420467.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -420653.531250 Penalty: 4111.487305
	Iteration 3F: 3 clusters Score -420653.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -420808.593750 Penalty: 4111.487305
	Iteration 4Q: 3 clusters Score -420808.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -420917.093750 Penalty: 4111.487305
	Iteration 5Q: 3 clusters Score -420917.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -421017.000000 Penalty: 4111.487305
	Iteration 6Q: 3 clusters Score -421017 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -421108.906250 Penalty: 4111.487305
	Iteration 7Q: 3 clusters Score -421108.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -421176.281250 Penalty: 4111.487305
	Iteration 8Q: 3 clusters Score -421176.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -421232.000000 Penalty: 4111.487305
	Iteration 9Q: 3 clusters Score -421232 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -421286.062500 Penalty: 4111.487305
	Iteration 10Q: 3 clusters Score -421286.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -421338.218750 Penalty: 4111.487305
	Iteration 11Q: 3 clusters Score -421338.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -421387.812500 Penalty: 4111.487305
	Iteration 12Q: 3 clusters Score -421387.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -421439.531250 Penalty: 4111.487305
	Iteration 13Q: 3 clusters Score -421439.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -421491.750000 Penalty: 4111.487305
	Iteration 14Q: 3 clusters Score -421491.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -421551.187500 Penalty: 4111.487305
	Iteration 15Q: 3 clusters Score -421551.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -421592.687500 Penalty: 4111.487305
	Iteration 16Q: 3 clusters Score -421592.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -421628.406250 Penalty: 4111.487305
	Iteration 17Q: 3 clusters Score -421628.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -421657.125000 Penalty: 4111.487305
	Iteration 18Q: 3 clusters Score -421657.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -421688.843750 Penalty: 4111.487305
	Iteration 19Q: 3 clusters Score -421688.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -421714.375000 Penalty: 4111.487305
	Iteration 20F: 3 clusters Score -421714.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -421734.875000 Penalty: 4111.487305
	Iteration 21Q: 3 clusters Score -421734.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -421762.406250 Penalty: 4111.487305
	Iteration 22Q: 3 clusters Score -421762.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -421788.687500 Penalty: 4111.487305
	Iteration 23Q: 3 clusters Score -421788.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -421809.312500 Penalty: 4111.487305
	Iteration 24Q: 3 clusters Score -421809.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -421823.781250 Penalty: 4111.487305
	Iteration 25Q: 3 clusters Score -421823.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -421834.500000 Penalty: 4111.487305
	Iteration 26Q: 3 clusters Score -421834.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -421843.468750 Penalty: 4111.487305
	Iteration 27Q: 3 clusters Score -421843.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -421850.687500 Penalty: 4111.487305
	Iteration 28Q: 3 clusters Score -421850.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -421854.562500 Penalty: 4111.487305
	Iteration 29Q: 3 clusters Score -421854.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -421860.093750 Penalty: 4111.487305
	Iteration 30Q: 3 clusters Score -421860.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -421864.031250 Penalty: 4111.487305
	Iteration 31Q: 3 clusters Score -421864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -421864.718750 Penalty: 4111.487305
	Iteration 32Q: 3 clusters Score -421864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -421866.593750 Penalty: 4111.487305
	Iteration 33Q: 3 clusters Score -421866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -421867.343750 Penalty: 4111.487305
	Iteration 34Q: 3 clusters Score -421867.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -421868.968750 Penalty: 4111.487305
	Iteration 35Q: 3 clusters Score -421869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -421870.187500 Penalty: 4111.487305
	Iteration 36Q: 3 clusters Score -421870.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -421872.156250 Penalty: 4111.487305
	Iteration 37Q: 3 clusters Score -421872.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -421875.218750 Penalty: 4111.487305
	Iteration 38Q: 3 clusters Score -421875.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -421876.343750 Penalty: 4111.487305
	Iteration 39Q: 3 clusters Score -421876.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -421880.062500 Penalty: 4111.487305
	Iteration 40F: 3 clusters Score -421880.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -421881.312500 Penalty: 4111.487305
	Iteration 41Q: 3 clusters Score -421881.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -421883.593750 Penalty: 4111.487305
	Iteration 42Q: 3 clusters Score -421883.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -421886.593750 Penalty: 4111.487305
	Iteration 43Q: 3 clusters Score -421886.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -421889.468750 Penalty: 4111.487305
	Iteration 44Q: 3 clusters Score -421889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -421890.875000 Penalty: 4111.487305
	Iteration 45Q: 3 clusters Score -421890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -421892.718750 Penalty: 4111.487305
	Iteration 46Q: 3 clusters Score -421892.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -421894.406250 Penalty: 4111.487305
	Iteration 47Q: 3 clusters Score -421894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -421894.437500 Penalty: 4111.487305
	Iteration 48Q: 3 clusters Score -421894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -421895.625000 Penalty: 4111.487305
	Iteration 49Q: 3 clusters Score -421895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -421896.093750 Penalty: 4111.487305
	Iteration 50Q: 3 clusters Score -421896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -421897.718750 Penalty: 4111.487305
	Iteration 51Q: 3 clusters Score -421897.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -421899.437500 Penalty: 4111.487305
	Iteration 52Q: 3 clusters Score -421899.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -421900.156250 Penalty: 4111.487305
	Iteration 53Q: 3 clusters Score -421900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -421900.156250 Penalty: 4111.487305
	Iteration 54F: 3 clusters Score -421900.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -56554.894531 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -56554.89 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 292 members 
Entering Unmasked Estep 
Score: -55019.128906 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -55019.13 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55255.351562 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -55255.35 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55380.746094 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -55380.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -55557.660156 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -55557.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55706.101562 Penalty: 3176.172607
	Iteration 4F: 3 clusters Score -55706.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -55795.574219 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -55795.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -55911.082031 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -55911.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55964.566406 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -55964.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -56021.679688 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -56021.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -56075.457031 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -56075.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -56168.324219 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -56168.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -56201.914062 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -56201.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -56225.855469 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -56225.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -56228.097656 Penalty: 3176.172607
	Iteration 13Q: 3 clusters Score -56228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -56229.511719 Penalty: 3176.172607
	Iteration 14Q: 3 clusters Score -56229.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -56230.847656 Penalty: 3176.172607
	Iteration 15Q: 3 clusters Score -56230.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -56235.015625 Penalty: 3176.172607
	Iteration 16Q: 3 clusters Score -56235.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -56237.605469 Penalty: 3176.172607
	Iteration 17Q: 3 clusters Score -56237.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -56237.605469 Penalty: 3176.172607
	Iteration 18F: 3 clusters Score -56237.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Entering Unmasked Estep 
Score: -962874.562500 Penalty: 2246.009521
	Iteration 0F: 2 clusters Score -962874.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -956093.000000 Penalty: 4492.019043
	Iteration 0F: 3 clusters Score -956093 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -958004.125000 Penalty: 4492.019043
	Iteration 1F: 3 clusters Score -958004.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -958325.875000 Penalty: 4492.019043
	Iteration 2F: 3 clusters Score -958325.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -958596.312500 Penalty: 4492.019043
	Iteration 3F: 3 clusters Score -958596.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -958841.375000 Penalty: 4492.019043
	Iteration 4F: 3 clusters Score -958841.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -959118.187500 Penalty: 4492.019043
	Iteration 5Q: 3 clusters Score -959118.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -959429.312500 Penalty: 4492.019043
	Iteration 6F: 3 clusters Score -959429.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -959782.687500 Penalty: 4492.019043
	Iteration 7Q: 3 clusters Score -959782.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -960103.625000 Penalty: 4492.019043
	Iteration 8Q: 3 clusters Score -960103.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -960352.562500 Penalty: 4492.019043
	Iteration 9Q: 3 clusters Score -960352.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -960559.750000 Penalty: 4492.019043
	Iteration 10Q: 3 clusters Score -960559.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -960697.187500 Penalty: 4492.019043
	Iteration 11Q: 3 clusters Score -960697.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -960795.937500 Penalty: 4492.019043
	Iteration 12Q: 3 clusters Score -960795.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -960861.500000 Penalty: 4492.019043
	Iteration 13Q: 3 clusters Score -960861.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -960913.812500 Penalty: 4492.019043
	Iteration 14Q: 3 clusters Score -960913.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -960954.625000 Penalty: 4492.019043
	Iteration 15Q: 3 clusters Score -960954.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -960993.625000 Penalty: 4492.019043
	Iteration 16Q: 3 clusters Score -960993.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -961020.250000 Penalty: 4492.019043
	Iteration 17Q: 3 clusters Score -961020.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -961043.812500 Penalty: 4492.019043
	Iteration 18Q: 3 clusters Score -961043.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -961065.000000 Penalty: 4492.019043
	Iteration 19Q: 3 clusters Score -961065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -961082.687500 Penalty: 4492.019043
	Iteration 20F: 3 clusters Score -961082.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -961095.500000 Penalty: 4492.019043
	Iteration 21Q: 3 clusters Score -961095.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -961113.312500 Penalty: 4492.019043
	Iteration 22Q: 3 clusters Score -961113.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -961122.062500 Penalty: 4492.019043
	Iteration 23Q: 3 clusters Score -961122.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -961136.437500 Penalty: 4492.019043
	Iteration 24Q: 3 clusters Score -961136.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -961146.750000 Penalty: 4492.019043
	Iteration 25Q: 3 clusters Score -961146.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -961157.187500 Penalty: 4492.019043
	Iteration 26Q: 3 clusters Score -961157.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -961164.125000 Penalty: 4492.019043
	Iteration 27Q: 3 clusters Score -961164.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -961166.937500 Penalty: 4492.019043
	Iteration 28Q: 3 clusters Score -961166.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -961168.500000 Penalty: 4492.019043
	Iteration 29Q: 3 clusters Score -961168.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -961168.562500 Penalty: 4492.019043
	Iteration 30Q: 3 clusters Score -961168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -961170.000000 Penalty: 4492.019043
	Iteration 31Q: 3 clusters Score -961170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -961171.437500 Penalty: 4492.019043
	Iteration 32Q: 3 clusters Score -961171.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -961171.937500 Penalty: 4492.019043
	Iteration 33Q: 3 clusters Score -961171.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -961171.937500 Penalty: 4492.019043
	Iteration 34F: 3 clusters Score -961171.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -266284.093750 Penalty: 1931.989990
	Iteration 0F: 2 clusters Score -266284.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -263416.343750 Penalty: 3863.979980
	Iteration 0F: 3 clusters Score -263416.3 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -263924.281250 Penalty: 3863.979980
	Iteration 1F: 3 clusters Score -263924.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -264071.437500 Penalty: 3863.979980
	Iteration 2F: 3 clusters Score -264071.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -264180.687500 Penalty: 3863.979980
	Iteration 3Q: 3 clusters Score -264180.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -264299.625000 Penalty: 3863.979980
	Iteration 4Q: 3 clusters Score -264299.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -264439.968750 Penalty: 3863.979980
	Iteration 5Q: 3 clusters Score -264440 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -264631.531250 Penalty: 3863.979980
	Iteration 6Q: 3 clusters Score -264631.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -264821.156250 Penalty: 3863.979980
	Iteration 7F: 3 clusters Score -264821.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -264969.187500 Penalty: 3863.979980
	Iteration 8Q: 3 clusters Score -264969.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -265112.156250 Penalty: 3863.979980
	Iteration 9Q: 3 clusters Score -265112.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -265236.343750 Penalty: 3863.979980
	Iteration 10Q: 3 clusters Score -265236.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -265315.656250 Penalty: 3863.979980
	Iteration 11Q: 3 clusters Score -265315.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -265388.843750 Penalty: 3863.979980
	Iteration 12Q: 3 clusters Score -265388.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -265462.000000 Penalty: 3863.979980
	Iteration 13Q: 3 clusters Score -265462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -265509.312500 Penalty: 3863.979980
	Iteration 14Q: 3 clusters Score -265509.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -265540.968750 Penalty: 3863.979980
	Iteration 15Q: 3 clusters Score -265541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -265565.281250 Penalty: 3863.979980
	Iteration 16Q: 3 clusters Score -265565.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -265590.562500 Penalty: 3863.979980
	Iteration 17Q: 3 clusters Score -265590.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -265605.937500 Penalty: 3863.979980
	Iteration 18Q: 3 clusters Score -265605.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -265620.031250 Penalty: 3863.979980
	Iteration 19Q: 3 clusters Score -265620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -265626.000000 Penalty: 3863.979980
	Iteration 20F: 3 clusters Score -265626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -265632.468750 Penalty: 3863.979980
	Iteration 21Q: 3 clusters Score -265632.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -265637.656250 Penalty: 3863.979980
	Iteration 22Q: 3 clusters Score -265637.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -265641.187500 Penalty: 3863.979980
	Iteration 23Q: 3 clusters Score -265641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -265642.781250 Penalty: 3863.979980
	Iteration 24Q: 3 clusters Score -265642.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -265644.000000 Penalty: 3863.979980
	Iteration 25Q: 3 clusters Score -265644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -265647.562500 Penalty: 3863.979980
	Iteration 26Q: 3 clusters Score -265647.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -265652.187500 Penalty: 3863.979980
	Iteration 27Q: 3 clusters Score -265652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -265654.843750 Penalty: 3863.979980
	Iteration 28Q: 3 clusters Score -265654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -265659.312500 Penalty: 3863.979980
	Iteration 29Q: 3 clusters Score -265659.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -265664.593750 Penalty: 3863.979980
	Iteration 30Q: 3 clusters Score -265664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -265667.093750 Penalty: 3863.979980
	Iteration 31Q: 3 clusters Score -265667.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -265667.625000 Penalty: 3863.979980
	Iteration 32Q: 3 clusters Score -265667.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -265668.375000 Penalty: 3863.979980
	Iteration 33Q: 3 clusters Score -265668.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -265669.531250 Penalty: 3863.979980
	Iteration 34Q: 3 clusters Score -265669.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -265669.531250 Penalty: 3863.979980
	Iteration 35F: 3 clusters Score -265669.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -126396.109375 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -126396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -124298.781250 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -124298.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -124621.578125 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -124621.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -124700.250000 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -124700.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -124742.843750 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -124742.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -124766.039062 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -124766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -124781.562500 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -124781.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -124805.750000 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -124805.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -124820.148438 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -124820.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -124828.601562 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -124828.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -124831.414062 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -124831.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -124831.414062 Penalty: 3519.563232
	Iteration 10F: 3 clusters Score -124831.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -60726.781250 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -60726.78 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 310 members 
Entering Unmasked Estep 
Score: -59093.480469 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -59093.48 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59342.328125 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -59342.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -59443.562500 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -59443.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59506.417969 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -59506.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -59529.078125 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -59529.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -59545.167969 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -59545.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59565.054688 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -59565.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59585.386719 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -59585.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59594.222656 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -59594.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -59598.515625 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -59598.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59607.898438 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -59607.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59622.324219 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -59622.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59634.558594 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -59634.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59641.335938 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -59641.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59659.390625 Penalty: 3189.140869
	Iteration 14Q: 3 clusters Score -59659.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59678.156250 Penalty: 3189.140869
	Iteration 15Q: 3 clusters Score -59678.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59683.500000 Penalty: 3189.140869
	Iteration 16Q: 3 clusters Score -59683.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59688.925781 Penalty: 3189.140869
	Iteration 17Q: 3 clusters Score -59688.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59691.707031 Penalty: 3189.140869
	Iteration 18Q: 3 clusters Score -59691.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59693.449219 Penalty: 3189.140869
	Iteration 19Q: 3 clusters Score -59693.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59697.496094 Penalty: 3189.140869
	Iteration 20F: 3 clusters Score -59697.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -110672.343750 Penalty: 1747.136475
	Iteration 0F: 2 clusters Score -110672.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -108638.398438 Penalty: 3494.272949
	Iteration 0F: 3 clusters Score -108638.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -109146.429688 Penalty: 3494.272949
	Iteration 1F: 3 clusters Score -109146.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -109571.218750 Penalty: 3494.272949
	Iteration 2F: 3 clusters Score -109571.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -109792.203125 Penalty: 3494.272949
	Iteration 3F: 3 clusters Score -109792.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -109984.375000 Penalty: 3494.272949
	Iteration 4F: 3 clusters Score -109984.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -110103.250000 Penalty: 3494.272949
	Iteration 5Q: 3 clusters Score -110103.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -110219.171875 Penalty: 3494.272949
	Iteration 6Q: 3 clusters Score -110219.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -110344.492188 Penalty: 3494.272949
	Iteration 7Q: 3 clusters Score -110344.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -110458.078125 Penalty: 3494.272949
	Iteration 8Q: 3 clusters Score -110458.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -110485.062500 Penalty: 3494.272949
	Iteration 9Q: 3 clusters Score -110485.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -110494.054688 Penalty: 3494.272949
	Iteration 10Q: 3 clusters Score -110494.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -110500.007812 Penalty: 3494.272949
	Iteration 11Q: 3 clusters Score -110500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -110505.773438 Penalty: 3494.272949
	Iteration 12Q: 3 clusters Score -110505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -110506.898438 Penalty: 3494.272949
	Iteration 13Q: 3 clusters Score -110506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -110506.898438 Penalty: 3494.272949
	Iteration 14F: 3 clusters Score -110506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329286 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 57968 members 
Mstep: Class 4 contains 115222 members 
Mstep: Class 5 contains 45341 members 
Mstep: Class 6 contains 37212 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 2433 members 
Mstep: Class 9 contains 21991 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102919 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85005 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8574 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000696.000000 Penalty: 78209.109375
Iteration 119Q: 24 clusters Score -9.80007e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329286 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 57968 members 
Mstep: Class 4 contains 115221 members 
Mstep: Class 5 contains 45333 members 
Mstep: Class 6 contains 37218 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 2433 members 
Mstep: Class 9 contains 21994 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102925 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85000 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8573 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000728.000000 Penalty: 78209.109375
Iteration 120F: 24 clusters Score -9.800073e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329296 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 57965 members 
Mstep: Class 4 contains 115220 members 
Mstep: Class 5 contains 45315 members 
Mstep: Class 6 contains 37224 members 
Mstep: Class 7 contains 26462 members 
Mstep: Class 8 contains 2433 members 
Mstep: Class 9 contains 21995 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102931 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85000 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8573 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000704.000000 Penalty: 78209.109375
Iteration 121Q: 24 clusters Score -9.80007e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329294 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 57966 members 
Mstep: Class 4 contains 115220 members 
Mstep: Class 5 contains 45307 members 
Mstep: Class 6 contains 37226 members 
Mstep: Class 7 contains 26461 members 
Mstep: Class 8 contains 2433 members 
Mstep: Class 9 contains 21997 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102937 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85000 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8573 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000728.000000 Penalty: 78209.109375
Iteration 122Q: 24 clusters Score -9.800073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329293 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 57963 members 
Mstep: Class 4 contains 115218 members 
Mstep: Class 5 contains 45299 members 
Mstep: Class 6 contains 37230 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 2433 members 
Mstep: Class 9 contains 21999 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102942 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85000 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8574 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000688.000000 Penalty: 78209.109375
Iteration 123Q: 24 clusters Score -9.800069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329292 members 
Mstep: Class 2 contains 7085 members 
Mstep: Class 3 contains 57962 members 
Mstep: Class 4 contains 115216 members 
Mstep: Class 5 contains 45291 members 
Mstep: Class 6 contains 37234 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22001 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102945 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85002 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8574 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000744.000000 Penalty: 78209.109375
Iteration 124Q: 24 clusters Score -9.800074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329297 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 57959 members 
Mstep: Class 4 contains 115215 members 
Mstep: Class 5 contains 45288 members 
Mstep: Class 6 contains 37232 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22001 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102948 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85000 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8576 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000728.000000 Penalty: 78209.109375
Iteration 125Q: 24 clusters Score -9.800073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329294 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57962 members 
Mstep: Class 4 contains 115216 members 
Mstep: Class 5 contains 45280 members 
Mstep: Class 6 contains 37235 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22001 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102950 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85001 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8576 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000752.000000 Penalty: 78209.109375
Iteration 126Q: 24 clusters Score -9.800075e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329302 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57963 members 
Mstep: Class 4 contains 115216 members 
Mstep: Class 5 contains 45269 members 
Mstep: Class 6 contains 37234 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22000 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102954 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 85001 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8576 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000688.000000 Penalty: 78209.109375
Iteration 127Q: 24 clusters Score -9.800069e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329300 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57969 members 
Mstep: Class 4 contains 115217 members 
Mstep: Class 5 contains 45262 members 
Mstep: Class 6 contains 37233 members 
Mstep: Class 7 contains 26463 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22000 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102959 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42734 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84998 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8577 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000688.000000 Penalty: 78209.109375
Iteration 128Q: 24 clusters Score -9.800069e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329300 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57968 members 
Mstep: Class 4 contains 115216 members 
Mstep: Class 5 contains 45253 members 
Mstep: Class 6 contains 37237 members 
Mstep: Class 7 contains 26464 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22001 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102966 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42733 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84998 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8576 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000712.000000 Penalty: 78209.109375
Iteration 129Q: 24 clusters Score -9.800071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329302 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115216 members 
Mstep: Class 5 contains 45248 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 26465 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22002 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102971 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42731 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84996 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8575 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000640.000000 Penalty: 78209.109375
Iteration 130Q: 24 clusters Score -9.800064e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329302 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57965 members 
Mstep: Class 4 contains 115215 members 
Mstep: Class 5 contains 45246 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 26466 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22004 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102977 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42730 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84994 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8574 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000656.000000 Penalty: 78209.109375
Iteration 131Q: 24 clusters Score -9.800066e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329307 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57964 members 
Mstep: Class 4 contains 115214 members 
Mstep: Class 5 contains 45242 members 
Mstep: Class 6 contains 37237 members 
Mstep: Class 7 contains 26466 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22008 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102981 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84993 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8571 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000672.000000 Penalty: 78209.109375
Iteration 132Q: 24 clusters Score -9.800067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329308 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57964 members 
Mstep: Class 4 contains 115212 members 
Mstep: Class 5 contains 45237 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 26466 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22011 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102982 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84995 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8569 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000680.000000 Penalty: 78209.109375
Iteration 133Q: 24 clusters Score -9.800068e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329308 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57965 members 
Mstep: Class 4 contains 115213 members 
Mstep: Class 5 contains 45230 members 
Mstep: Class 6 contains 37238 members 
Mstep: Class 7 contains 26467 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22016 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102981 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84997 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000608.000000 Penalty: 78209.109375
Iteration 134Q: 24 clusters Score -9.800061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329314 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57966 members 
Mstep: Class 4 contains 115213 members 
Mstep: Class 5 contains 45223 members 
Mstep: Class 6 contains 37237 members 
Mstep: Class 7 contains 26467 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22016 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102981 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84998 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000688.000000 Penalty: 78209.109375
Iteration 135Q: 24 clusters Score -9.800069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329313 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57966 members 
Mstep: Class 4 contains 115213 members 
Mstep: Class 5 contains 45223 members 
Mstep: Class 6 contains 37237 members 
Mstep: Class 7 contains 26467 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22016 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102984 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84996 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000696.000000 Penalty: 78209.109375
Iteration 136Q: 24 clusters Score -9.80007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329313 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57966 members 
Mstep: Class 4 contains 115213 members 
Mstep: Class 5 contains 45221 members 
Mstep: Class 6 contains 37238 members 
Mstep: Class 7 contains 26467 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22016 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102987 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84994 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000632.000000 Penalty: 78209.109375
Iteration 137Q: 24 clusters Score -9.800063e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329314 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57966 members 
Mstep: Class 4 contains 115213 members 
Mstep: Class 5 contains 45219 members 
Mstep: Class 6 contains 37238 members 
Mstep: Class 7 contains 26467 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22016 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102989 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84993 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000640.000000 Penalty: 78209.109375
Iteration 138Q: 24 clusters Score -9.800064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329313 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57966 members 
Mstep: Class 4 contains 115213 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37237 members 
Mstep: Class 7 contains 26467 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22016 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102992 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84993 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000656.000000 Penalty: 78209.109375
Iteration 139Q: 24 clusters Score -9.800066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329312 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57966 members 
Mstep: Class 4 contains 115213 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37235 members 
Mstep: Class 7 contains 26467 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22017 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102996 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84991 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000672.000000 Penalty: 78209.109375
Iteration 140F: 24 clusters Score -9.800067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329309 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115213 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37236 members 
Mstep: Class 7 contains 26467 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22017 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102997 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84991 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000656.000000 Penalty: 78209.109375
Iteration 141Q: 24 clusters Score -9.800066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329306 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115213 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37236 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22017 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102999 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84991 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000640.000000 Penalty: 78209.109375
Iteration 142Q: 24 clusters Score -9.800064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329304 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115213 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37237 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102999 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84991 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000656.000000 Penalty: 78209.109375
Iteration 143Q: 24 clusters Score -9.800066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329303 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115213 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102998 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84991 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000680.000000 Penalty: 78209.109375
Iteration 144Q: 24 clusters Score -9.800068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329303 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115213 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102998 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84991 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000672.000000 Penalty: 78209.109375
Iteration 145Q: 24 clusters Score -9.800067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329302 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115214 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102998 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84991 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000664.000000 Penalty: 78209.109375
Iteration 146Q: 24 clusters Score -9.800066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329301 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115214 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102999 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84991 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000656.000000 Penalty: 78209.109375
Iteration 147Q: 24 clusters Score -9.800066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329301 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115214 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102999 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84991 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000656.000000 Penalty: 78209.109375
Iteration 148F: 24 clusters Score -9.800066e+07 nChanged 0
Entering ConstructFrom: 
Score: -98000656.000000 Penalty: 78209.109375
Entering ConstructFrom: 
Trying to split cluster 1 (329301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329301 members 
Entering Unmasked Estep 
Score: -36372432.000000 Penalty: 3150.772461
	Iteration 0F: 2 clusters Score -3.637243e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164719 members 
Mstep: Class 2 contains 164582 members 
Entering Unmasked Estep 
Score: -36196844.000000 Penalty: 6301.544922
	Iteration 0F: 3 clusters Score -3.619684e+07 nChanged 159688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167085 members 
Mstep: Class 2 contains 162216 members 
Entering Unmasked Estep 
Score: -36290676.000000 Penalty: 6301.544922
	Iteration 1F: 3 clusters Score -3.629068e+07 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168777 members 
Mstep: Class 2 contains 160524 members 
Entering Unmasked Estep 
Score: -36291776.000000 Penalty: 6301.544922
	Iteration 2Q: 3 clusters Score -3.629178e+07 nChanged 7450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171387 members 
Mstep: Class 2 contains 157914 members 
Entering Unmasked Estep 
Score: -36293332.000000 Penalty: 6301.544922
	Iteration 3Q: 3 clusters Score -3.629333e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175246 members 
Mstep: Class 2 contains 154055 members 
Entering Unmasked Estep 
Score: -36294652.000000 Penalty: 6301.544922
	Iteration 4Q: 3 clusters Score -3.629465e+07 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180892 members 
Mstep: Class 2 contains 148409 members 
Entering Unmasked Estep 
Score: -36296628.000000 Penalty: 6301.544922
	Iteration 5Q: 3 clusters Score -3.629663e+07 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189354 members 
Mstep: Class 2 contains 139947 members 
Entering Unmasked Estep 
Score: -36300244.000000 Penalty: 6301.544922
	Iteration 6Q: 3 clusters Score -3.630024e+07 nChanged 15289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201319 members 
Mstep: Class 2 contains 127982 members 
Entering Unmasked Estep 
Score: -36305484.000000 Penalty: 6301.544922
	Iteration 7Q: 3 clusters Score -3.630548e+07 nChanged 18319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216926 members 
Mstep: Class 2 contains 112375 members 
Entering Unmasked Estep 
Score: -36313744.000000 Penalty: 6301.544922
	Iteration 8F: 3 clusters Score -3.631374e+07 nChanged 20591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235625 members 
Mstep: Class 2 contains 93676 members 
Entering Unmasked Estep 
Score: -36325036.000000 Penalty: 6301.544922
	Iteration 9F: 3 clusters Score -3.632504e+07 nChanged 20939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255252 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -36338608.000000 Penalty: 6301.544922
	Iteration 10F: 3 clusters Score -3.633861e+07 nChanged 18939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273209 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -36352488.000000 Penalty: 6301.544922
	Iteration 11F: 3 clusters Score -3.635249e+07 nChanged 15776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288379 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -36366384.000000 Penalty: 6301.544922
	Iteration 12Q: 3 clusters Score -3.636638e+07 nChanged 12191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300284 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -36374440.000000 Penalty: 6301.544922
	Iteration 13Q: 3 clusters Score -3.637444e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308894 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -36376676.000000 Penalty: 6301.544922
	Iteration 14Q: 3 clusters Score -3.637668e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315162 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -36376016.000000 Penalty: 6301.544922
	Iteration 15Q: 3 clusters Score -3.637602e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319469 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -36374736.000000 Penalty: 6301.544922
	Iteration 16Q: 3 clusters Score -3.637474e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322510 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -36373124.000000 Penalty: 6301.544922
	Iteration 17Q: 3 clusters Score -3.637312e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324682 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -36371896.000000 Penalty: 6301.544922
	Iteration 18Q: 3 clusters Score -3.63719e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326226 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -36370920.000000 Penalty: 6301.544922
	Iteration 19Q: 3 clusters Score -3.637092e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327228 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -36370548.000000 Penalty: 6301.544922
	Iteration 20F: 3 clusters Score -3.637055e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327853 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -36370232.000000 Penalty: 6301.544922
	Iteration 21Q: 3 clusters Score -3.637023e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328205 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -36370192.000000 Penalty: 6301.544922
	Iteration 22Q: 3 clusters Score -3.637019e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328412 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -36370128.000000 Penalty: 6301.544922
	Iteration 23Q: 3 clusters Score -3.637013e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328543 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -36370064.000000 Penalty: 6301.544922
	Iteration 24Q: 3 clusters Score -3.637006e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328628 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -36370096.000000 Penalty: 6301.544922
	Iteration 25Q: 3 clusters Score -3.63701e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328686 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -36370084.000000 Penalty: 6301.544922
	Iteration 26Q: 3 clusters Score -3.637008e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328726 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -36370060.000000 Penalty: 6301.544922
	Iteration 27Q: 3 clusters Score -3.637006e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328753 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -36370076.000000 Penalty: 6301.544922
	Iteration 28Q: 3 clusters Score -3.637008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328767 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -36370104.000000 Penalty: 6301.544922
	Iteration 29Q: 3 clusters Score -3.63701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328780 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -36370064.000000 Penalty: 6301.544922
	Iteration 30Q: 3 clusters Score -3.637006e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328790 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -36370072.000000 Penalty: 6301.544922
	Iteration 31Q: 3 clusters Score -3.637007e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328801 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -36370060.000000 Penalty: 6301.544922
	Iteration 32Q: 3 clusters Score -3.637006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328808 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -36370060.000000 Penalty: 6301.544922
	Iteration 33Q: 3 clusters Score -3.637006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328814 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -36370064.000000 Penalty: 6301.544922
	Iteration 34Q: 3 clusters Score -3.637006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328820 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -36370084.000000 Penalty: 6301.544922
	Iteration 35Q: 3 clusters Score -3.637008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328822 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -36370068.000000 Penalty: 6301.544922
	Iteration 36Q: 3 clusters Score -3.637007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328823 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -36370080.000000 Penalty: 6301.544922
	Iteration 37Q: 3 clusters Score -3.637008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328823 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -36370088.000000 Penalty: 6301.544922
	Iteration 38Q: 3 clusters Score -3.637009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328825 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -36370088.000000 Penalty: 6301.544922
	Iteration 39Q: 3 clusters Score -3.637009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328826 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -36370080.000000 Penalty: 6301.544922
	Iteration 40F: 3 clusters Score -3.637008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328829 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -36370084.000000 Penalty: 6301.544922
	Iteration 41Q: 3 clusters Score -3.637008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328830 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -36370084.000000 Penalty: 6301.544922
	Iteration 42Q: 3 clusters Score -3.637008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328833 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -36370084.000000 Penalty: 6301.544922
	Iteration 43Q: 3 clusters Score -3.637008e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328834 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -36370092.000000 Penalty: 6301.544922
	Iteration 44Q: 3 clusters Score -3.637009e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328836 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -36370112.000000 Penalty: 6301.544922
	Iteration 45Q: 3 clusters Score -3.637011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328835 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -36370092.000000 Penalty: 6301.544922
	Iteration 46Q: 3 clusters Score -3.637009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328836 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -36370092.000000 Penalty: 6301.544922
	Iteration 47Q: 3 clusters Score -3.637009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328837 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -36370088.000000 Penalty: 6301.544922
	Iteration 48Q: 3 clusters Score -3.637009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328838 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -36370104.000000 Penalty: 6301.544922
	Iteration 49Q: 3 clusters Score -3.63701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328837 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -36370108.000000 Penalty: 6301.544922
	Iteration 50Q: 3 clusters Score -3.637011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328837 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -36370108.000000 Penalty: 6301.544922
	Iteration 51F: 3 clusters Score -3.637011e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Entering Unmasked Estep 
Score: -778222.812500 Penalty: 2198.772217
	Iteration 0F: 2 clusters Score -778222.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -772384.250000 Penalty: 4397.544434
	Iteration 0F: 3 clusters Score -772384.2 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -773869.125000 Penalty: 4397.544434
	Iteration 1F: 3 clusters Score -773869.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -774118.562500 Penalty: 4397.544434
	Iteration 2F: 3 clusters Score -774118.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -774280.687500 Penalty: 4397.544434
	Iteration 3Q: 3 clusters Score -774280.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -774395.500000 Penalty: 4397.544434
	Iteration 4Q: 3 clusters Score -774395.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -774463.875000 Penalty: 4397.544434
	Iteration 5Q: 3 clusters Score -774463.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -774514.187500 Penalty: 4397.544434
	Iteration 6Q: 3 clusters Score -774514.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -774548.125000 Penalty: 4397.544434
	Iteration 7Q: 3 clusters Score -774548.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -774571.312500 Penalty: 4397.544434
	Iteration 8Q: 3 clusters Score -774571.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -774606.000000 Penalty: 4397.544434
	Iteration 9Q: 3 clusters Score -774606 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -774631.625000 Penalty: 4397.544434
	Iteration 10Q: 3 clusters Score -774631.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -774660.125000 Penalty: 4397.544434
	Iteration 11Q: 3 clusters Score -774660.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -774682.687500 Penalty: 4397.544434
	Iteration 12Q: 3 clusters Score -774682.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -774704.875000 Penalty: 4397.544434
	Iteration 13Q: 3 clusters Score -774704.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -774731.562500 Penalty: 4397.544434
	Iteration 14Q: 3 clusters Score -774731.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -774756.125000 Penalty: 4397.544434
	Iteration 15Q: 3 clusters Score -774756.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -774784.000000 Penalty: 4397.544434
	Iteration 16Q: 3 clusters Score -774784 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -774817.687500 Penalty: 4397.544434
	Iteration 17Q: 3 clusters Score -774817.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -774854.937500 Penalty: 4397.544434
	Iteration 18Q: 3 clusters Score -774854.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -774883.375000 Penalty: 4397.544434
	Iteration 19Q: 3 clusters Score -774883.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -774917.312500 Penalty: 4397.544434
	Iteration 20F: 3 clusters Score -774917.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -774953.062500 Penalty: 4397.544434
	Iteration 21Q: 3 clusters Score -774953.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -774990.937500 Penalty: 4397.544434
	Iteration 22Q: 3 clusters Score -774990.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -775028.437500 Penalty: 4397.544434
	Iteration 23Q: 3 clusters Score -775028.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -775067.000000 Penalty: 4397.544434
	Iteration 24Q: 3 clusters Score -775067 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -775113.875000 Penalty: 4397.544434
	Iteration 25Q: 3 clusters Score -775113.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -775166.375000 Penalty: 4397.544434
	Iteration 26Q: 3 clusters Score -775166.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -775209.062500 Penalty: 4397.544434
	Iteration 27Q: 3 clusters Score -775209.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -775253.875000 Penalty: 4397.544434
	Iteration 28Q: 3 clusters Score -775253.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -775297.437500 Penalty: 4397.544434
	Iteration 29Q: 3 clusters Score -775297.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -775342.312500 Penalty: 4397.544434
	Iteration 30Q: 3 clusters Score -775342.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -775392.812500 Penalty: 4397.544434
	Iteration 31Q: 3 clusters Score -775392.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -775442.187500 Penalty: 4397.544434
	Iteration 32Q: 3 clusters Score -775442.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -775495.125000 Penalty: 4397.544434
	Iteration 33Q: 3 clusters Score -775495.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -775551.062500 Penalty: 4397.544434
	Iteration 34Q: 3 clusters Score -775551.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -775602.750000 Penalty: 4397.544434
	Iteration 35Q: 3 clusters Score -775602.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -775653.312500 Penalty: 4397.544434
	Iteration 36Q: 3 clusters Score -775653.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -775694.687500 Penalty: 4397.544434
	Iteration 37Q: 3 clusters Score -775694.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -775736.062500 Penalty: 4397.544434
	Iteration 38Q: 3 clusters Score -775736.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -775771.750000 Penalty: 4397.544434
	Iteration 39Q: 3 clusters Score -775771.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -775805.750000 Penalty: 4397.544434
	Iteration 40F: 3 clusters Score -775805.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -775830.125000 Penalty: 4397.544434
	Iteration 41Q: 3 clusters Score -775830.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -775848.937500 Penalty: 4397.544434
	Iteration 42Q: 3 clusters Score -775848.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -775870.312500 Penalty: 4397.544434
	Iteration 43Q: 3 clusters Score -775870.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -775887.000000 Penalty: 4397.544434
	Iteration 44Q: 3 clusters Score -775887 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -775901.125000 Penalty: 4397.544434
	Iteration 45Q: 3 clusters Score -775901.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -775917.312500 Penalty: 4397.544434
	Iteration 46Q: 3 clusters Score -775917.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -775931.562500 Penalty: 4397.544434
	Iteration 47Q: 3 clusters Score -775931.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -775945.312500 Penalty: 4397.544434
	Iteration 48Q: 3 clusters Score -775945.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -775955.687500 Penalty: 4397.544434
	Iteration 49Q: 3 clusters Score -775955.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -775968.812500 Penalty: 4397.544434
	Iteration 50Q: 3 clusters Score -775968.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -775978.500000 Penalty: 4397.544434
	Iteration 51Q: 3 clusters Score -775978.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -775987.250000 Penalty: 4397.544434
	Iteration 52Q: 3 clusters Score -775987.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -775995.750000 Penalty: 4397.544434
	Iteration 53Q: 3 clusters Score -775995.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -776003.500000 Penalty: 4397.544434
	Iteration 54Q: 3 clusters Score -776003.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -776014.812500 Penalty: 4397.544434
	Iteration 55Q: 3 clusters Score -776014.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -776029.625000 Penalty: 4397.544434
	Iteration 56Q: 3 clusters Score -776029.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -776039.500000 Penalty: 4397.544434
	Iteration 57Q: 3 clusters Score -776039.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -776049.437500 Penalty: 4397.544434
	Iteration 58Q: 3 clusters Score -776049.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -776059.000000 Penalty: 4397.544434
	Iteration 59Q: 3 clusters Score -776059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -776074.500000 Penalty: 4397.544434
	Iteration 60F: 3 clusters Score -776074.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -776084.125000 Penalty: 4397.544434
	Iteration 61Q: 3 clusters Score -776084.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -776093.375000 Penalty: 4397.544434
	Iteration 62Q: 3 clusters Score -776093.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -776111.062500 Penalty: 4397.544434
	Iteration 63Q: 3 clusters Score -776111.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -776130.437500 Penalty: 4397.544434
	Iteration 64Q: 3 clusters Score -776130.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -776146.437500 Penalty: 4397.544434
	Iteration 65Q: 3 clusters Score -776146.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -776163.250000 Penalty: 4397.544434
	Iteration 66Q: 3 clusters Score -776163.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -776176.125000 Penalty: 4397.544434
	Iteration 67Q: 3 clusters Score -776176.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -776189.812500 Penalty: 4397.544434
	Iteration 68Q: 3 clusters Score -776189.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -776202.625000 Penalty: 4397.544434
	Iteration 69Q: 3 clusters Score -776202.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -776211.562500 Penalty: 4397.544434
	Iteration 70Q: 3 clusters Score -776211.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -776225.937500 Penalty: 4397.544434
	Iteration 71Q: 3 clusters Score -776225.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -776237.312500 Penalty: 4397.544434
	Iteration 72Q: 3 clusters Score -776237.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -776240.375000 Penalty: 4397.544434
	Iteration 73Q: 3 clusters Score -776240.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -776243.500000 Penalty: 4397.544434
	Iteration 74Q: 3 clusters Score -776243.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -776246.125000 Penalty: 4397.544434
	Iteration 75Q: 3 clusters Score -776246.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -776250.187500 Penalty: 4397.544434
	Iteration 76Q: 3 clusters Score -776250.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -776252.125000 Penalty: 4397.544434
	Iteration 77Q: 3 clusters Score -776252.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -776254.812500 Penalty: 4397.544434
	Iteration 78Q: 3 clusters Score -776254.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -776255.000000 Penalty: 4397.544434
	Iteration 79Q: 3 clusters Score -776255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -776256.250000 Penalty: 4397.544434
	Iteration 80F: 3 clusters Score -776256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -776256.937500 Penalty: 4397.544434
	Iteration 81Q: 3 clusters Score -776256.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -776257.687500 Penalty: 4397.544434
	Iteration 82Q: 3 clusters Score -776257.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -776260.312500 Penalty: 4397.544434
	Iteration 83Q: 3 clusters Score -776260.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -776260.437500 Penalty: 4397.544434
	Iteration 84Q: 3 clusters Score -776260.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -776263.250000 Penalty: 4397.544434
	Iteration 85Q: 3 clusters Score -776263.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -776263.562500 Penalty: 4397.544434
	Iteration 86Q: 3 clusters Score -776263.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -776265.250000 Penalty: 4397.544434
	Iteration 87Q: 3 clusters Score -776265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -776265.875000 Penalty: 4397.544434
	Iteration 88Q: 3 clusters Score -776265.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -776267.062500 Penalty: 4397.544434
	Iteration 89Q: 3 clusters Score -776267.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -776268.500000 Penalty: 4397.544434
	Iteration 90Q: 3 clusters Score -776268.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -776270.562500 Penalty: 4397.544434
	Iteration 91Q: 3 clusters Score -776270.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -776270.125000 Penalty: 4397.544434
	Iteration 92Q: 3 clusters Score -776270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -776270.187500 Penalty: 4397.544434
	Iteration 93Q: 3 clusters Score -776270.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -776268.937500 Penalty: 4397.544434
	Iteration 94Q: 3 clusters Score -776268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -776269.562500 Penalty: 4397.544434
	Iteration 95Q: 3 clusters Score -776269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -776270.000000 Penalty: 4397.544434
	Iteration 96Q: 3 clusters Score -776270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -776269.875000 Penalty: 4397.544434
	Iteration 97Q: 3 clusters Score -776269.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -776270.750000 Penalty: 4397.544434
	Iteration 98Q: 3 clusters Score -776270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -776271.625000 Penalty: 4397.544434
	Iteration 99Q: 3 clusters Score -776271.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -776273.375000 Penalty: 4397.544434
	Iteration 100F: 3 clusters Score -776273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -776271.812500 Penalty: 4397.544434
	Iteration 101Q: 3 clusters Score -776271.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -776271.812500 Penalty: 4397.544434
	Iteration 102F: 3 clusters Score -776271.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Entering Unmasked Estep 
Score: -6474000.500000 Penalty: 2719.972168
	Iteration 0F: 2 clusters Score -6474000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -6435117.500000 Penalty: 5439.944336
	Iteration 0F: 3 clusters Score -6435118 nChanged 26878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -6450343.000000 Penalty: 5439.944336
	Iteration 1F: 3 clusters Score -6450343 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -6451082.500000 Penalty: 5439.944336
	Iteration 2Q: 3 clusters Score -6451082 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -6451988.500000 Penalty: 5439.944336
	Iteration 3Q: 3 clusters Score -6451988 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -6453082.500000 Penalty: 5439.944336
	Iteration 4Q: 3 clusters Score -6453082 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -6454472.000000 Penalty: 5439.944336
	Iteration 5Q: 3 clusters Score -6454472 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -6456226.500000 Penalty: 5439.944336
	Iteration 6F: 3 clusters Score -6456226 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -6458088.000000 Penalty: 5439.944336
	Iteration 7F: 3 clusters Score -6458088 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -6459981.500000 Penalty: 5439.944336
	Iteration 8F: 3 clusters Score -6459982 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -6461992.000000 Penalty: 5439.944336
	Iteration 9F: 3 clusters Score -6461992 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -6463938.000000 Penalty: 5439.944336
	Iteration 10Q: 3 clusters Score -6463938 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -6465953.000000 Penalty: 5439.944336
	Iteration 11Q: 3 clusters Score -6465953 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -6467557.000000 Penalty: 5439.944336
	Iteration 12Q: 3 clusters Score -6467557 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -6468505.500000 Penalty: 5439.944336
	Iteration 13Q: 3 clusters Score -6468506 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -6468951.000000 Penalty: 5439.944336
	Iteration 14Q: 3 clusters Score -6468951 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -6469252.500000 Penalty: 5439.944336
	Iteration 15Q: 3 clusters Score -6469252 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -6469401.000000 Penalty: 5439.944336
	Iteration 16Q: 3 clusters Score -6469401 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -6469477.500000 Penalty: 5439.944336
	Iteration 17Q: 3 clusters Score -6469478 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -6469536.500000 Penalty: 5439.944336
	Iteration 18Q: 3 clusters Score -6469536 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -6469583.500000 Penalty: 5439.944336
	Iteration 19Q: 3 clusters Score -6469584 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -6469652.000000 Penalty: 5439.944336
	Iteration 20F: 3 clusters Score -6469652 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -6469669.000000 Penalty: 5439.944336
	Iteration 21Q: 3 clusters Score -6469669 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -6469700.500000 Penalty: 5439.944336
	Iteration 22Q: 3 clusters Score -6469700 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -6469724.000000 Penalty: 5439.944336
	Iteration 23Q: 3 clusters Score -6469724 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -6469746.500000 Penalty: 5439.944336
	Iteration 24Q: 3 clusters Score -6469746 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -6469778.500000 Penalty: 5439.944336
	Iteration 25Q: 3 clusters Score -6469778 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -6469846.000000 Penalty: 5439.944336
	Iteration 26Q: 3 clusters Score -6469846 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -6469901.000000 Penalty: 5439.944336
	Iteration 27Q: 3 clusters Score -6469901 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -6469956.000000 Penalty: 5439.944336
	Iteration 28Q: 3 clusters Score -6469956 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -6469999.500000 Penalty: 5439.944336
	Iteration 29Q: 3 clusters Score -6470000 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -6470054.000000 Penalty: 5439.944336
	Iteration 30Q: 3 clusters Score -6470054 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -6470103.500000 Penalty: 5439.944336
	Iteration 31Q: 3 clusters Score -6470104 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -6470171.500000 Penalty: 5439.944336
	Iteration 32Q: 3 clusters Score -6470172 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -6470260.000000 Penalty: 5439.944336
	Iteration 33Q: 3 clusters Score -6470260 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -6470295.000000 Penalty: 5439.944336
	Iteration 34Q: 3 clusters Score -6470295 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -6470342.000000 Penalty: 5439.944336
	Iteration 35Q: 3 clusters Score -6470342 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -6470446.500000 Penalty: 5439.944336
	Iteration 36Q: 3 clusters Score -6470446 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -6470491.500000 Penalty: 5439.944336
	Iteration 37Q: 3 clusters Score -6470492 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -6470584.500000 Penalty: 5439.944336
	Iteration 38Q: 3 clusters Score -6470584 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -6470693.000000 Penalty: 5439.944336
	Iteration 39Q: 3 clusters Score -6470693 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -6470761.000000 Penalty: 5439.944336
	Iteration 40F: 3 clusters Score -6470761 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -6470823.000000 Penalty: 5439.944336
	Iteration 41Q: 3 clusters Score -6470823 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -6470888.500000 Penalty: 5439.944336
	Iteration 42Q: 3 clusters Score -6470888 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -6470964.000000 Penalty: 5439.944336
	Iteration 43Q: 3 clusters Score -6470964 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -6471069.000000 Penalty: 5439.944336
	Iteration 44Q: 3 clusters Score -6471069 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -6471147.000000 Penalty: 5439.944336
	Iteration 45Q: 3 clusters Score -6471147 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -6471184.000000 Penalty: 5439.944336
	Iteration 46Q: 3 clusters Score -6471184 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -6471256.000000 Penalty: 5439.944336
	Iteration 47Q: 3 clusters Score -6471256 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -6471313.000000 Penalty: 5439.944336
	Iteration 48Q: 3 clusters Score -6471313 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -6471370.500000 Penalty: 5439.944336
	Iteration 49Q: 3 clusters Score -6471370 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -6471429.500000 Penalty: 5439.944336
	Iteration 50Q: 3 clusters Score -6471430 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -6471467.000000 Penalty: 5439.944336
	Iteration 51Q: 3 clusters Score -6471467 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -6471509.500000 Penalty: 5439.944336
	Iteration 52Q: 3 clusters Score -6471510 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -6471531.000000 Penalty: 5439.944336
	Iteration 53Q: 3 clusters Score -6471531 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -6471595.000000 Penalty: 5439.944336
	Iteration 54Q: 3 clusters Score -6471595 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -6471598.500000 Penalty: 5439.944336
	Iteration 55Q: 3 clusters Score -6471598 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -6471650.500000 Penalty: 5439.944336
	Iteration 56Q: 3 clusters Score -6471650 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -6471677.000000 Penalty: 5439.944336
	Iteration 57Q: 3 clusters Score -6471677 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -6471682.500000 Penalty: 5439.944336
	Iteration 58Q: 3 clusters Score -6471682 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -6471709.500000 Penalty: 5439.944336
	Iteration 59Q: 3 clusters Score -6471710 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -6471729.500000 Penalty: 5439.944336
	Iteration 60F: 3 clusters Score -6471730 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -6471727.000000 Penalty: 5439.944336
	Iteration 61Q: 3 clusters Score -6471727 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -6471738.000000 Penalty: 5439.944336
	Iteration 62Q: 3 clusters Score -6471738 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -6471747.500000 Penalty: 5439.944336
	Iteration 63Q: 3 clusters Score -6471748 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -6471753.000000 Penalty: 5439.944336
	Iteration 64Q: 3 clusters Score -6471753 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -6471756.500000 Penalty: 5439.944336
	Iteration 65Q: 3 clusters Score -6471756 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -6471756.500000 Penalty: 5439.944336
	Iteration 66Q: 3 clusters Score -6471756 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -6471768.500000 Penalty: 5439.944336
	Iteration 67Q: 3 clusters Score -6471768 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -6471774.000000 Penalty: 5439.944336
	Iteration 68Q: 3 clusters Score -6471774 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -6471777.500000 Penalty: 5439.944336
	Iteration 69Q: 3 clusters Score -6471778 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -6471786.000000 Penalty: 5439.944336
	Iteration 70Q: 3 clusters Score -6471786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -6471779.000000 Penalty: 5439.944336
	Iteration 71Q: 3 clusters Score -6471779 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -6471791.500000 Penalty: 5439.944336
	Iteration 72Q: 3 clusters Score -6471792 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -6471799.500000 Penalty: 5439.944336
	Iteration 73Q: 3 clusters Score -6471800 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -6471808.000000 Penalty: 5439.944336
	Iteration 74Q: 3 clusters Score -6471808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -6471821.500000 Penalty: 5439.944336
	Iteration 75Q: 3 clusters Score -6471822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -6471813.500000 Penalty: 5439.944336
	Iteration 76Q: 3 clusters Score -6471814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -6471827.500000 Penalty: 5439.944336
	Iteration 77Q: 3 clusters Score -6471828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -6471829.500000 Penalty: 5439.944336
	Iteration 78Q: 3 clusters Score -6471830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -6471840.000000 Penalty: 5439.944336
	Iteration 79Q: 3 clusters Score -6471840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -6471835.000000 Penalty: 5439.944336
	Iteration 80F: 3 clusters Score -6471835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -6471834.500000 Penalty: 5439.944336
	Iteration 81Q: 3 clusters Score -6471834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -6471835.500000 Penalty: 5439.944336
	Iteration 82Q: 3 clusters Score -6471836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -6471828.000000 Penalty: 5439.944336
	Iteration 83Q: 3 clusters Score -6471828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -6471829.500000 Penalty: 5439.944336
	Iteration 84Q: 3 clusters Score -6471830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -6471830.500000 Penalty: 5439.944336
	Iteration 85Q: 3 clusters Score -6471830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -6471821.500000 Penalty: 5439.944336
	Iteration 86Q: 3 clusters Score -6471822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -6471817.000000 Penalty: 5439.944336
	Iteration 87Q: 3 clusters Score -6471817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -6471807.000000 Penalty: 5439.944336
	Iteration 88Q: 3 clusters Score -6471807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -6471829.000000 Penalty: 5439.944336
	Iteration 89Q: 3 clusters Score -6471829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -6471840.500000 Penalty: 5439.944336
	Iteration 90Q: 3 clusters Score -6471840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -6471834.500000 Penalty: 5439.944336
	Iteration 91Q: 3 clusters Score -6471834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -6471829.500000 Penalty: 5439.944336
	Iteration 92Q: 3 clusters Score -6471830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -6471836.500000 Penalty: 5439.944336
	Iteration 93Q: 3 clusters Score -6471836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -6471839.500000 Penalty: 5439.944336
	Iteration 94Q: 3 clusters Score -6471840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -6471840.000000 Penalty: 5439.944336
	Iteration 95Q: 3 clusters Score -6471840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -6471832.000000 Penalty: 5439.944336
	Iteration 96Q: 3 clusters Score -6471832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -6471842.000000 Penalty: 5439.944336
	Iteration 97Q: 3 clusters Score -6471842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -6471845.000000 Penalty: 5439.944336
	Iteration 98Q: 3 clusters Score -6471845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -6471847.000000 Penalty: 5439.944336
	Iteration 99Q: 3 clusters Score -6471847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -6471859.000000 Penalty: 5439.944336
	Iteration 100F: 3 clusters Score -6471859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -6471857.500000 Penalty: 5439.944336
	Iteration 101Q: 3 clusters Score -6471858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -6471854.500000 Penalty: 5439.944336
	Iteration 102Q: 3 clusters Score -6471854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -6471855.000000 Penalty: 5439.944336
	Iteration 103Q: 3 clusters Score -6471855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -6471842.500000 Penalty: 5439.944336
	Iteration 104Q: 3 clusters Score -6471842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -6471843.500000 Penalty: 5439.944336
	Iteration 105Q: 3 clusters Score -6471844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -6471841.500000 Penalty: 5439.944336
	Iteration 106Q: 3 clusters Score -6471842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -6471840.000000 Penalty: 5439.944336
	Iteration 107Q: 3 clusters Score -6471840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -6471844.500000 Penalty: 5439.944336
	Iteration 108Q: 3 clusters Score -6471844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -6471842.000000 Penalty: 5439.944336
	Iteration 109Q: 3 clusters Score -6471842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -6471847.000000 Penalty: 5439.944336
	Iteration 110Q: 3 clusters Score -6471847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -6471843.500000 Penalty: 5439.944336
	Iteration 111Q: 3 clusters Score -6471844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -6471845.000000 Penalty: 5439.944336
	Iteration 112Q: 3 clusters Score -6471845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -6471846.500000 Penalty: 5439.944336
	Iteration 113Q: 3 clusters Score -6471846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -6471848.000000 Penalty: 5439.944336
	Iteration 114Q: 3 clusters Score -6471848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -6471852.000000 Penalty: 5439.944336
	Iteration 115Q: 3 clusters Score -6471852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -6471848.500000 Penalty: 5439.944336
	Iteration 116Q: 3 clusters Score -6471848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -6471839.500000 Penalty: 5439.944336
	Iteration 117Q: 3 clusters Score -6471840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -6471838.500000 Penalty: 5439.944336
	Iteration 118Q: 3 clusters Score -6471838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -6471840.000000 Penalty: 5439.944336
	Iteration 119Q: 3 clusters Score -6471840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -6471840.000000 Penalty: 5439.944336
	Iteration 120F: 3 clusters Score -6471840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -6471836.500000 Penalty: 5439.944336
	Iteration 121Q: 3 clusters Score -6471836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -6471843.000000 Penalty: 5439.944336
	Iteration 122Q: 3 clusters Score -6471843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -6471835.500000 Penalty: 5439.944336
	Iteration 123Q: 3 clusters Score -6471836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -6471840.000000 Penalty: 5439.944336
	Iteration 124Q: 3 clusters Score -6471840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -6471833.500000 Penalty: 5439.944336
	Iteration 125Q: 3 clusters Score -6471834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -6471835.500000 Penalty: 5439.944336
	Iteration 126Q: 3 clusters Score -6471836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -6471834.500000 Penalty: 5439.944336
	Iteration 127Q: 3 clusters Score -6471834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -6471834.500000 Penalty: 5439.944336
	Iteration 128F: 3 clusters Score -6471834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (115214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115214 members 
Entering Unmasked Estep 
Score: -13050360.000000 Penalty: 2890.327637
	Iteration 0F: 2 clusters Score -1.305036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 57621 members 
Entering Unmasked Estep 
Score: -12973391.000000 Penalty: 5780.655273
	Iteration 0F: 3 clusters Score -1.297339e+07 nChanged 54688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58347 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -13005115.000000 Penalty: 5780.655273
	Iteration 1F: 3 clusters Score -1.300512e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59101 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
Score: -13006135.000000 Penalty: 5780.655273
	Iteration 2Q: 3 clusters Score -1.300614e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60164 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -13007447.000000 Penalty: 5780.655273
	Iteration 3Q: 3 clusters Score -1.300745e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -13009113.000000 Penalty: 5780.655273
	Iteration 4Q: 3 clusters Score -1.300911e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -13011347.000000 Penalty: 5780.655273
	Iteration 5Q: 3 clusters Score -1.301135e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -13014049.000000 Penalty: 5780.655273
	Iteration 6F: 3 clusters Score -1.301405e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -13017289.000000 Penalty: 5780.655273
	Iteration 7F: 3 clusters Score -1.301729e+07 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -13021298.000000 Penalty: 5780.655273
	Iteration 8F: 3 clusters Score -1.30213e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79502 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -13025559.000000 Penalty: 5780.655273
	Iteration 9F: 3 clusters Score -1.302556e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83985 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -13029934.000000 Penalty: 5780.655273
	Iteration 10F: 3 clusters Score -1.302993e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87688 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -13033393.000000 Penalty: 5780.655273
	Iteration 11Q: 3 clusters Score -1.303339e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90753 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -13035741.000000 Penalty: 5780.655273
	Iteration 12Q: 3 clusters Score -1.303574e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -13037467.000000 Penalty: 5780.655273
	Iteration 13Q: 3 clusters Score -1.303747e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95662 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -13038921.000000 Penalty: 5780.655273
	Iteration 14Q: 3 clusters Score -1.303892e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97822 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -13040114.000000 Penalty: 5780.655273
	Iteration 15Q: 3 clusters Score -1.304011e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99820 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -13041186.000000 Penalty: 5780.655273
	Iteration 16Q: 3 clusters Score -1.304119e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101664 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -13042244.000000 Penalty: 5780.655273
	Iteration 17Q: 3 clusters Score -1.304224e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103264 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -13043046.000000 Penalty: 5780.655273
	Iteration 18Q: 3 clusters Score -1.304305e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104704 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -13043811.000000 Penalty: 5780.655273
	Iteration 19Q: 3 clusters Score -1.304381e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106020 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -13044321.000000 Penalty: 5780.655273
	Iteration 20F: 3 clusters Score -1.304432e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107260 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -13044910.000000 Penalty: 5780.655273
	Iteration 21Q: 3 clusters Score -1.304491e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108368 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -13045495.000000 Penalty: 5780.655273
	Iteration 22Q: 3 clusters Score -1.30455e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109305 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -13045869.000000 Penalty: 5780.655273
	Iteration 23Q: 3 clusters Score -1.304587e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110126 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -13046270.000000 Penalty: 5780.655273
	Iteration 24Q: 3 clusters Score -1.304627e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110828 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -13046647.000000 Penalty: 5780.655273
	Iteration 25Q: 3 clusters Score -1.304665e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111433 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -13046881.000000 Penalty: 5780.655273
	Iteration 26Q: 3 clusters Score -1.304688e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111931 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -13047120.000000 Penalty: 5780.655273
	Iteration 27Q: 3 clusters Score -1.304712e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112322 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -13047277.000000 Penalty: 5780.655273
	Iteration 28Q: 3 clusters Score -1.304728e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112637 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -13047421.000000 Penalty: 5780.655273
	Iteration 29Q: 3 clusters Score -1.304742e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112906 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -13047543.000000 Penalty: 5780.655273
	Iteration 30Q: 3 clusters Score -1.304754e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113145 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -13047676.000000 Penalty: 5780.655273
	Iteration 31Q: 3 clusters Score -1.304768e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113320 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -13047738.000000 Penalty: 5780.655273
	Iteration 32Q: 3 clusters Score -1.304774e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113457 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -13047788.000000 Penalty: 5780.655273
	Iteration 33Q: 3 clusters Score -1.304779e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113552 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -13047872.000000 Penalty: 5780.655273
	Iteration 34Q: 3 clusters Score -1.304787e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113627 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -13047887.000000 Penalty: 5780.655273
	Iteration 35Q: 3 clusters Score -1.304789e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113687 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -13047861.000000 Penalty: 5780.655273
	Iteration 36Q: 3 clusters Score -1.304786e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113737 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -13047851.000000 Penalty: 5780.655273
	Iteration 37Q: 3 clusters Score -1.304785e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113791 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -13047871.000000 Penalty: 5780.655273
	Iteration 38Q: 3 clusters Score -1.304787e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113834 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -13047897.000000 Penalty: 5780.655273
	Iteration 39Q: 3 clusters Score -1.30479e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113867 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -13047919.000000 Penalty: 5780.655273
	Iteration 40F: 3 clusters Score -1.304792e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113911 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -13047944.000000 Penalty: 5780.655273
	Iteration 41Q: 3 clusters Score -1.304794e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113942 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -13047951.000000 Penalty: 5780.655273
	Iteration 42Q: 3 clusters Score -1.304795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113961 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -13047962.000000 Penalty: 5780.655273
	Iteration 43Q: 3 clusters Score -1.304796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113976 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -13047963.000000 Penalty: 5780.655273
	Iteration 44Q: 3 clusters Score -1.304796e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113992 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -13047970.000000 Penalty: 5780.655273
	Iteration 45Q: 3 clusters Score -1.304797e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114008 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -13047964.000000 Penalty: 5780.655273
	Iteration 46Q: 3 clusters Score -1.304796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114019 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -13047979.000000 Penalty: 5780.655273
	Iteration 47Q: 3 clusters Score -1.304798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114025 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -13047973.000000 Penalty: 5780.655273
	Iteration 48Q: 3 clusters Score -1.304797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114033 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -13047971.000000 Penalty: 5780.655273
	Iteration 49Q: 3 clusters Score -1.304797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114044 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -13047986.000000 Penalty: 5780.655273
	Iteration 50Q: 3 clusters Score -1.304799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114050 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -13047970.000000 Penalty: 5780.655273
	Iteration 51Q: 3 clusters Score -1.304797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114061 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -13047965.000000 Penalty: 5780.655273
	Iteration 52Q: 3 clusters Score -1.304796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114068 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -13047976.000000 Penalty: 5780.655273
	Iteration 53Q: 3 clusters Score -1.304798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114073 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -13047982.000000 Penalty: 5780.655273
	Iteration 54Q: 3 clusters Score -1.304798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114076 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -13047982.000000 Penalty: 5780.655273
	Iteration 55Q: 3 clusters Score -1.304798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114079 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -13047987.000000 Penalty: 5780.655273
	Iteration 56Q: 3 clusters Score -1.304799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114084 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -13047989.000000 Penalty: 5780.655273
	Iteration 57Q: 3 clusters Score -1.304799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114086 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -13047999.000000 Penalty: 5780.655273
	Iteration 58Q: 3 clusters Score -1.3048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114088 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -13047997.000000 Penalty: 5780.655273
	Iteration 59Q: 3 clusters Score -1.3048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114091 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -13048002.000000 Penalty: 5780.655273
	Iteration 60F: 3 clusters Score -1.3048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114096 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -13047997.000000 Penalty: 5780.655273
	Iteration 61Q: 3 clusters Score -1.3048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114098 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -13048000.000000 Penalty: 5780.655273
	Iteration 62Q: 3 clusters Score -1.3048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114099 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -13048002.000000 Penalty: 5780.655273
	Iteration 63Q: 3 clusters Score -1.3048e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114100 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -13047995.000000 Penalty: 5780.655273
	Iteration 64Q: 3 clusters Score -1.3048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114100 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -13047995.000000 Penalty: 5780.655273
	Iteration 65F: 3 clusters Score -1.3048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Entering Unmasked Estep 
Score: -5095376.000000 Penalty: 2658.374268
	Iteration 0F: 2 clusters Score -5095376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -5064727.500000 Penalty: 5316.748535
	Iteration 0F: 3 clusters Score -5064728 nChanged 20888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -5076201.000000 Penalty: 5316.748535
	Iteration 1F: 3 clusters Score -5076201 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -5076864.500000 Penalty: 5316.748535
	Iteration 2Q: 3 clusters Score -5076864 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -5077601.000000 Penalty: 5316.748535
	Iteration 3Q: 3 clusters Score -5077601 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -5078511.000000 Penalty: 5316.748535
	Iteration 4Q: 3 clusters Score -5078511 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -5079812.500000 Penalty: 5316.748535
	Iteration 5F: 3 clusters Score -5079812 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -5081711.000000 Penalty: 5316.748535
	Iteration 6F: 3 clusters Score -5081711 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -5084224.500000 Penalty: 5316.748535
	Iteration 7F: 3 clusters Score -5084224 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -5087033.000000 Penalty: 5316.748535
	Iteration 8F: 3 clusters Score -5087033 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -5089279.500000 Penalty: 5316.748535
	Iteration 9F: 3 clusters Score -5089280 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -5090494.000000 Penalty: 5316.748535
	Iteration 10Q: 3 clusters Score -5090494 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -5091049.000000 Penalty: 5316.748535
	Iteration 11Q: 3 clusters Score -5091049 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -5091353.500000 Penalty: 5316.748535
	Iteration 12Q: 3 clusters Score -5091354 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -5091620.500000 Penalty: 5316.748535
	Iteration 13Q: 3 clusters Score -5091620 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -5091824.000000 Penalty: 5316.748535
	Iteration 14Q: 3 clusters Score -5091824 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -5092016.000000 Penalty: 5316.748535
	Iteration 15Q: 3 clusters Score -5092016 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -5092167.500000 Penalty: 5316.748535
	Iteration 16Q: 3 clusters Score -5092168 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -5092297.500000 Penalty: 5316.748535
	Iteration 17Q: 3 clusters Score -5092298 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5092437.000000 Penalty: 5316.748535
	Iteration 18Q: 3 clusters Score -5092437 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5092532.000000 Penalty: 5316.748535
	Iteration 19Q: 3 clusters Score -5092532 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -5092625.000000 Penalty: 5316.748535
	Iteration 20F: 3 clusters Score -5092625 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -5092680.500000 Penalty: 5316.748535
	Iteration 21Q: 3 clusters Score -5092680 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -5092734.000000 Penalty: 5316.748535
	Iteration 22Q: 3 clusters Score -5092734 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5092776.000000 Penalty: 5316.748535
	Iteration 23Q: 3 clusters Score -5092776 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -5092822.000000 Penalty: 5316.748535
	Iteration 24Q: 3 clusters Score -5092822 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5092862.500000 Penalty: 5316.748535
	Iteration 25Q: 3 clusters Score -5092862 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5092865.500000 Penalty: 5316.748535
	Iteration 26Q: 3 clusters Score -5092866 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5092899.500000 Penalty: 5316.748535
	Iteration 27Q: 3 clusters Score -5092900 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5092919.000000 Penalty: 5316.748535
	Iteration 28Q: 3 clusters Score -5092919 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5092961.000000 Penalty: 5316.748535
	Iteration 29Q: 3 clusters Score -5092961 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5092987.500000 Penalty: 5316.748535
	Iteration 30Q: 3 clusters Score -5092988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5093007.500000 Penalty: 5316.748535
	Iteration 31Q: 3 clusters Score -5093008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5093022.500000 Penalty: 5316.748535
	Iteration 32Q: 3 clusters Score -5093022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5093026.000000 Penalty: 5316.748535
	Iteration 33Q: 3 clusters Score -5093026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5093032.000000 Penalty: 5316.748535
	Iteration 34Q: 3 clusters Score -5093032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5093046.500000 Penalty: 5316.748535
	Iteration 35Q: 3 clusters Score -5093046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5093051.500000 Penalty: 5316.748535
	Iteration 36Q: 3 clusters Score -5093052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5093058.500000 Penalty: 5316.748535
	Iteration 37Q: 3 clusters Score -5093058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5093067.000000 Penalty: 5316.748535
	Iteration 38Q: 3 clusters Score -5093067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5093068.000000 Penalty: 5316.748535
	Iteration 39Q: 3 clusters Score -5093068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5093075.000000 Penalty: 5316.748535
	Iteration 40F: 3 clusters Score -5093075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5093086.500000 Penalty: 5316.748535
	Iteration 41Q: 3 clusters Score -5093086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5093090.000000 Penalty: 5316.748535
	Iteration 42Q: 3 clusters Score -5093090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5093092.500000 Penalty: 5316.748535
	Iteration 43Q: 3 clusters Score -5093092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5093109.500000 Penalty: 5316.748535
	Iteration 44Q: 3 clusters Score -5093110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5093121.000000 Penalty: 5316.748535
	Iteration 45Q: 3 clusters Score -5093121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5093127.500000 Penalty: 5316.748535
	Iteration 46Q: 3 clusters Score -5093128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5093128.500000 Penalty: 5316.748535
	Iteration 47Q: 3 clusters Score -5093128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5093131.500000 Penalty: 5316.748535
	Iteration 48Q: 3 clusters Score -5093132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5093131.000000 Penalty: 5316.748535
	Iteration 49Q: 3 clusters Score -5093131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5093135.500000 Penalty: 5316.748535
	Iteration 50Q: 3 clusters Score -5093136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5093136.000000 Penalty: 5316.748535
	Iteration 51Q: 3 clusters Score -5093136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5093132.000000 Penalty: 5316.748535
	Iteration 52Q: 3 clusters Score -5093132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5093133.500000 Penalty: 5316.748535
	Iteration 53Q: 3 clusters Score -5093134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5093136.500000 Penalty: 5316.748535
	Iteration 54Q: 3 clusters Score -5093136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5093139.500000 Penalty: 5316.748535
	Iteration 55Q: 3 clusters Score -5093140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5093146.000000 Penalty: 5316.748535
	Iteration 56Q: 3 clusters Score -5093146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5093152.500000 Penalty: 5316.748535
	Iteration 57Q: 3 clusters Score -5093152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5093158.500000 Penalty: 5316.748535
	Iteration 58Q: 3 clusters Score -5093158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5093159.000000 Penalty: 5316.748535
	Iteration 59Q: 3 clusters Score -5093159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5093155.500000 Penalty: 5316.748535
	Iteration 60F: 3 clusters Score -5093156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5093154.500000 Penalty: 5316.748535
	Iteration 61Q: 3 clusters Score -5093154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5093155.000000 Penalty: 5316.748535
	Iteration 62Q: 3 clusters Score -5093155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5093153.500000 Penalty: 5316.748535
	Iteration 63Q: 3 clusters Score -5093154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5093153.500000 Penalty: 5316.748535
	Iteration 64F: 3 clusters Score -5093154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Entering Unmasked Estep 
Score: -4193189.000000 Penalty: 2610.227783
	Iteration 0F: 2 clusters Score -4193189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -4168094.500000 Penalty: 5220.455566
	Iteration 0F: 3 clusters Score -4168094 nChanged 17046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4177342.000000 Penalty: 5220.455566
	Iteration 1F: 3 clusters Score -4177342 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -4177880.750000 Penalty: 5220.455566
	Iteration 2Q: 3 clusters Score -4177881 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -4178355.750000 Penalty: 5220.455566
	Iteration 3Q: 3 clusters Score -4178356 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4178860.250000 Penalty: 5220.455566
	Iteration 4Q: 3 clusters Score -4178860 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -4179476.000000 Penalty: 5220.455566
	Iteration 5Q: 3 clusters Score -4179476 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -4180177.000000 Penalty: 5220.455566
	Iteration 6Q: 3 clusters Score -4180177 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -4181060.500000 Penalty: 5220.455566
	Iteration 7Q: 3 clusters Score -4181060 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -4182105.250000 Penalty: 5220.455566
	Iteration 8Q: 3 clusters Score -4182105 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4183246.750000 Penalty: 5220.455566
	Iteration 9F: 3 clusters Score -4183247 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -4184258.500000 Penalty: 5220.455566
	Iteration 10Q: 3 clusters Score -4184258 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -4184971.750000 Penalty: 5220.455566
	Iteration 11Q: 3 clusters Score -4184972 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -4185410.250000 Penalty: 5220.455566
	Iteration 12Q: 3 clusters Score -4185410 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -4185610.750000 Penalty: 5220.455566
	Iteration 13Q: 3 clusters Score -4185611 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4185737.750000 Penalty: 5220.455566
	Iteration 14Q: 3 clusters Score -4185738 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -4185839.250000 Penalty: 5220.455566
	Iteration 15Q: 3 clusters Score -4185839 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -4185920.250000 Penalty: 5220.455566
	Iteration 16Q: 3 clusters Score -4185920 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -4185983.250000 Penalty: 5220.455566
	Iteration 17Q: 3 clusters Score -4185983 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -4186069.750000 Penalty: 5220.455566
	Iteration 18Q: 3 clusters Score -4186070 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -4186142.750000 Penalty: 5220.455566
	Iteration 19Q: 3 clusters Score -4186143 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -4186263.000000 Penalty: 5220.455566
	Iteration 20F: 3 clusters Score -4186263 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -4186421.250000 Penalty: 5220.455566
	Iteration 21Q: 3 clusters Score -4186421 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -4186635.500000 Penalty: 5220.455566
	Iteration 22Q: 3 clusters Score -4186636 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -4186930.000000 Penalty: 5220.455566
	Iteration 23Q: 3 clusters Score -4186930 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -4187399.750000 Penalty: 5220.455566
	Iteration 24Q: 3 clusters Score -4187400 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -4187958.500000 Penalty: 5220.455566
	Iteration 25Q: 3 clusters Score -4187958 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -4188555.250000 Penalty: 5220.455566
	Iteration 26Q: 3 clusters Score -4188555 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -4189115.750000 Penalty: 5220.455566
	Iteration 27Q: 3 clusters Score -4189116 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -4189469.500000 Penalty: 5220.455566
	Iteration 28Q: 3 clusters Score -4189470 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -4189679.000000 Penalty: 5220.455566
	Iteration 29Q: 3 clusters Score -4189679 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -4189815.250000 Penalty: 5220.455566
	Iteration 30Q: 3 clusters Score -4189815 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -4189912.250000 Penalty: 5220.455566
	Iteration 31Q: 3 clusters Score -4189912 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -4189977.000000 Penalty: 5220.455566
	Iteration 32Q: 3 clusters Score -4189977 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -4190002.500000 Penalty: 5220.455566
	Iteration 33Q: 3 clusters Score -4190002 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -4190033.500000 Penalty: 5220.455566
	Iteration 34Q: 3 clusters Score -4190034 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -4190055.000000 Penalty: 5220.455566
	Iteration 35Q: 3 clusters Score -4190055 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -4190070.250000 Penalty: 5220.455566
	Iteration 36Q: 3 clusters Score -4190070 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -4190091.500000 Penalty: 5220.455566
	Iteration 37Q: 3 clusters Score -4190092 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -4190095.500000 Penalty: 5220.455566
	Iteration 38Q: 3 clusters Score -4190096 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -4190106.750000 Penalty: 5220.455566
	Iteration 39Q: 3 clusters Score -4190107 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -4190108.250000 Penalty: 5220.455566
	Iteration 40F: 3 clusters Score -4190108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -4190109.250000 Penalty: 5220.455566
	Iteration 41Q: 3 clusters Score -4190109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -4190118.500000 Penalty: 5220.455566
	Iteration 42Q: 3 clusters Score -4190118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -4190119.500000 Penalty: 5220.455566
	Iteration 43Q: 3 clusters Score -4190120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -4190123.000000 Penalty: 5220.455566
	Iteration 44Q: 3 clusters Score -4190123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -4190128.250000 Penalty: 5220.455566
	Iteration 45Q: 3 clusters Score -4190128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -4190133.000000 Penalty: 5220.455566
	Iteration 46Q: 3 clusters Score -4190133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -4190139.750000 Penalty: 5220.455566
	Iteration 47Q: 3 clusters Score -4190140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -4190139.000000 Penalty: 5220.455566
	Iteration 48Q: 3 clusters Score -4190139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -4190143.000000 Penalty: 5220.455566
	Iteration 49Q: 3 clusters Score -4190143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4190136.750000 Penalty: 5220.455566
	Iteration 50Q: 3 clusters Score -4190137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -4190144.500000 Penalty: 5220.455566
	Iteration 51Q: 3 clusters Score -4190144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4190137.250000 Penalty: 5220.455566
	Iteration 52Q: 3 clusters Score -4190137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -4190145.250000 Penalty: 5220.455566
	Iteration 53Q: 3 clusters Score -4190145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -4190141.750000 Penalty: 5220.455566
	Iteration 54Q: 3 clusters Score -4190142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -4190142.500000 Penalty: 5220.455566
	Iteration 55Q: 3 clusters Score -4190142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -4190144.250000 Penalty: 5220.455566
	Iteration 56Q: 3 clusters Score -4190144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -4190139.000000 Penalty: 5220.455566
	Iteration 57Q: 3 clusters Score -4190139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -4190143.000000 Penalty: 5220.455566
	Iteration 58Q: 3 clusters Score -4190143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -4190147.750000 Penalty: 5220.455566
	Iteration 59Q: 3 clusters Score -4190148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -4190154.000000 Penalty: 5220.455566
	Iteration 60F: 3 clusters Score -4190154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -4190156.500000 Penalty: 5220.455566
	Iteration 61Q: 3 clusters Score -4190156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -4190159.500000 Penalty: 5220.455566
	Iteration 62Q: 3 clusters Score -4190160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -4190165.750000 Penalty: 5220.455566
	Iteration 63Q: 3 clusters Score -4190166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -4190175.750000 Penalty: 5220.455566
	Iteration 64Q: 3 clusters Score -4190176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -4190182.000000 Penalty: 5220.455566
	Iteration 65Q: 3 clusters Score -4190182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -4190183.500000 Penalty: 5220.455566
	Iteration 66Q: 3 clusters Score -4190184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -4190186.000000 Penalty: 5220.455566
	Iteration 67Q: 3 clusters Score -4190186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -4190189.000000 Penalty: 5220.455566
	Iteration 68Q: 3 clusters Score -4190189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -4190195.500000 Penalty: 5220.455566
	Iteration 69Q: 3 clusters Score -4190196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -4190199.500000 Penalty: 5220.455566
	Iteration 70Q: 3 clusters Score -4190200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -4190201.500000 Penalty: 5220.455566
	Iteration 71Q: 3 clusters Score -4190202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -4190203.250000 Penalty: 5220.455566
	Iteration 72Q: 3 clusters Score -4190203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -4190217.750000 Penalty: 5220.455566
	Iteration 73Q: 3 clusters Score -4190218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -4190227.000000 Penalty: 5220.455566
	Iteration 74Q: 3 clusters Score -4190227 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -4190236.500000 Penalty: 5220.455566
	Iteration 75Q: 3 clusters Score -4190236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -4190236.250000 Penalty: 5220.455566
	Iteration 76Q: 3 clusters Score -4190236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -4190242.000000 Penalty: 5220.455566
	Iteration 77Q: 3 clusters Score -4190242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -4190240.500000 Penalty: 5220.455566
	Iteration 78Q: 3 clusters Score -4190240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -4190233.500000 Penalty: 5220.455566
	Iteration 79Q: 3 clusters Score -4190234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -4190231.500000 Penalty: 5220.455566
	Iteration 80F: 3 clusters Score -4190232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -4190230.500000 Penalty: 5220.455566
	Iteration 81Q: 3 clusters Score -4190230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -4190235.500000 Penalty: 5220.455566
	Iteration 82Q: 3 clusters Score -4190236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -4190229.500000 Penalty: 5220.455566
	Iteration 83Q: 3 clusters Score -4190230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -4190235.500000 Penalty: 5220.455566
	Iteration 84Q: 3 clusters Score -4190236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4190238.500000 Penalty: 5220.455566
	Iteration 85Q: 3 clusters Score -4190238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -4190236.000000 Penalty: 5220.455566
	Iteration 86Q: 3 clusters Score -4190236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -4190240.750000 Penalty: 5220.455566
	Iteration 87Q: 3 clusters Score -4190241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -4190239.500000 Penalty: 5220.455566
	Iteration 88Q: 3 clusters Score -4190240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -4190243.000000 Penalty: 5220.455566
	Iteration 89Q: 3 clusters Score -4190243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -4190250.250000 Penalty: 5220.455566
	Iteration 90Q: 3 clusters Score -4190250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -4190262.000000 Penalty: 5220.455566
	Iteration 91Q: 3 clusters Score -4190262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4190257.250000 Penalty: 5220.455566
	Iteration 92Q: 3 clusters Score -4190257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4190261.750000 Penalty: 5220.455566
	Iteration 93Q: 3 clusters Score -4190262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -4190262.500000 Penalty: 5220.455566
	Iteration 94Q: 3 clusters Score -4190262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -4190266.000000 Penalty: 5220.455566
	Iteration 95Q: 3 clusters Score -4190266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -4190262.000000 Penalty: 5220.455566
	Iteration 96Q: 3 clusters Score -4190262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -4190268.250000 Penalty: 5220.455566
	Iteration 97Q: 3 clusters Score -4190268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4190273.000000 Penalty: 5220.455566
	Iteration 98Q: 3 clusters Score -4190273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -4190278.750000 Penalty: 5220.455566
	Iteration 99Q: 3 clusters Score -4190279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -4190291.500000 Penalty: 5220.455566
	Iteration 100F: 3 clusters Score -4190292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -4190292.000000 Penalty: 5220.455566
	Iteration 101Q: 3 clusters Score -4190292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -4190286.000000 Penalty: 5220.455566
	Iteration 102Q: 3 clusters Score -4190286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -4190288.750000 Penalty: 5220.455566
	Iteration 103Q: 3 clusters Score -4190289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -4190307.750000 Penalty: 5220.455566
	Iteration 104Q: 3 clusters Score -4190308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -4190308.250000 Penalty: 5220.455566
	Iteration 105Q: 3 clusters Score -4190308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -4190313.250000 Penalty: 5220.455566
	Iteration 106Q: 3 clusters Score -4190313 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -4190327.500000 Penalty: 5220.455566
	Iteration 107Q: 3 clusters Score -4190328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -4190331.750000 Penalty: 5220.455566
	Iteration 108Q: 3 clusters Score -4190332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -4190335.250000 Penalty: 5220.455566
	Iteration 109Q: 3 clusters Score -4190335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -4190354.250000 Penalty: 5220.455566
	Iteration 110Q: 3 clusters Score -4190354 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -4190362.250000 Penalty: 5220.455566
	Iteration 111Q: 3 clusters Score -4190362 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -4190378.000000 Penalty: 5220.455566
	Iteration 112Q: 3 clusters Score -4190378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4190383.250000 Penalty: 5220.455566
	Iteration 113Q: 3 clusters Score -4190383 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -4190390.000000 Penalty: 5220.455566
	Iteration 114Q: 3 clusters Score -4190390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -4190400.000000 Penalty: 5220.455566
	Iteration 115Q: 3 clusters Score -4190400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -4190403.250000 Penalty: 5220.455566
	Iteration 116Q: 3 clusters Score -4190403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4190418.000000 Penalty: 5220.455566
	Iteration 117Q: 3 clusters Score -4190418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -4190426.000000 Penalty: 5220.455566
	Iteration 118Q: 3 clusters Score -4190426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -4190439.750000 Penalty: 5220.455566
	Iteration 119Q: 3 clusters Score -4190440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -4190446.250000 Penalty: 5220.455566
	Iteration 120F: 3 clusters Score -4190446 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -4190465.000000 Penalty: 5220.455566
	Iteration 121Q: 3 clusters Score -4190465 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -4190491.750000 Penalty: 5220.455566
	Iteration 122Q: 3 clusters Score -4190492 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4190522.250000 Penalty: 5220.455566
	Iteration 123Q: 3 clusters Score -4190522 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4190535.500000 Penalty: 5220.455566
	Iteration 124Q: 3 clusters Score -4190536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4190542.000000 Penalty: 5220.455566
	Iteration 125Q: 3 clusters Score -4190542 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4190550.750000 Penalty: 5220.455566
	Iteration 126Q: 3 clusters Score -4190551 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4190567.250000 Penalty: 5220.455566
	Iteration 127Q: 3 clusters Score -4190567 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -4190593.750000 Penalty: 5220.455566
	Iteration 128Q: 3 clusters Score -4190594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4190604.000000 Penalty: 5220.455566
	Iteration 129Q: 3 clusters Score -4190604 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -4190607.000000 Penalty: 5220.455566
	Iteration 130Q: 3 clusters Score -4190607 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4190620.250000 Penalty: 5220.455566
	Iteration 131Q: 3 clusters Score -4190620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4190625.750000 Penalty: 5220.455566
	Iteration 132Q: 3 clusters Score -4190626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -4190640.500000 Penalty: 5220.455566
	Iteration 133Q: 3 clusters Score -4190640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4190651.250000 Penalty: 5220.455566
	Iteration 134Q: 3 clusters Score -4190651 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4190650.500000 Penalty: 5220.455566
	Iteration 135Q: 3 clusters Score -4190650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4190668.750000 Penalty: 5220.455566
	Iteration 136Q: 3 clusters Score -4190669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4190676.250000 Penalty: 5220.455566
	Iteration 137Q: 3 clusters Score -4190676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4190681.500000 Penalty: 5220.455566
	Iteration 138Q: 3 clusters Score -4190682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4190696.500000 Penalty: 5220.455566
	Iteration 139Q: 3 clusters Score -4190696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4190705.000000 Penalty: 5220.455566
	Iteration 140F: 3 clusters Score -4190705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4190715.250000 Penalty: 5220.455566
	Iteration 141Q: 3 clusters Score -4190715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4190717.000000 Penalty: 5220.455566
	Iteration 142Q: 3 clusters Score -4190717 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4190719.000000 Penalty: 5220.455566
	Iteration 143Q: 3 clusters Score -4190719 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4190723.000000 Penalty: 5220.455566
	Iteration 144Q: 3 clusters Score -4190723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4190734.500000 Penalty: 5220.455566
	Iteration 145Q: 3 clusters Score -4190734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4190741.000000 Penalty: 5220.455566
	Iteration 146Q: 3 clusters Score -4190741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4190746.750000 Penalty: 5220.455566
	Iteration 147Q: 3 clusters Score -4190747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -4190741.250000 Penalty: 5220.455566
	Iteration 148Q: 3 clusters Score -4190741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4190752.250000 Penalty: 5220.455566
	Iteration 149Q: 3 clusters Score -4190752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4190750.000000 Penalty: 5220.455566
	Iteration 150Q: 3 clusters Score -4190750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4190744.750000 Penalty: 5220.455566
	Iteration 151Q: 3 clusters Score -4190745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4190747.500000 Penalty: 5220.455566
	Iteration 152Q: 3 clusters Score -4190748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4190748.000000 Penalty: 5220.455566
	Iteration 153Q: 3 clusters Score -4190748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4190745.000000 Penalty: 5220.455566
	Iteration 154Q: 3 clusters Score -4190745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4190747.750000 Penalty: 5220.455566
	Iteration 155Q: 3 clusters Score -4190748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4190750.000000 Penalty: 5220.455566
	Iteration 156Q: 3 clusters Score -4190750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4190754.500000 Penalty: 5220.455566
	Iteration 157Q: 3 clusters Score -4190754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4190755.500000 Penalty: 5220.455566
	Iteration 158Q: 3 clusters Score -4190756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4190761.500000 Penalty: 5220.455566
	Iteration 159Q: 3 clusters Score -4190762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4190759.000000 Penalty: 5220.455566
	Iteration 160F: 3 clusters Score -4190759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4190758.000000 Penalty: 5220.455566
	Iteration 161Q: 3 clusters Score -4190758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -4190756.500000 Penalty: 5220.455566
	Iteration 162Q: 3 clusters Score -4190756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4190766.500000 Penalty: 5220.455566
	Iteration 163Q: 3 clusters Score -4190766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4190774.250000 Penalty: 5220.455566
	Iteration 164Q: 3 clusters Score -4190774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4190773.000000 Penalty: 5220.455566
	Iteration 165Q: 3 clusters Score -4190773 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4190778.500000 Penalty: 5220.455566
	Iteration 166Q: 3 clusters Score -4190778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4190796.750000 Penalty: 5220.455566
	Iteration 167Q: 3 clusters Score -4190797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4190798.250000 Penalty: 5220.455566
	Iteration 168Q: 3 clusters Score -4190798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4190817.000000 Penalty: 5220.455566
	Iteration 169Q: 3 clusters Score -4190817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4190814.000000 Penalty: 5220.455566
	Iteration 170Q: 3 clusters Score -4190814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4190819.750000 Penalty: 5220.455566
	Iteration 171Q: 3 clusters Score -4190820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4190822.500000 Penalty: 5220.455566
	Iteration 172Q: 3 clusters Score -4190822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4190833.000000 Penalty: 5220.455566
	Iteration 173Q: 3 clusters Score -4190833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4190845.000000 Penalty: 5220.455566
	Iteration 174Q: 3 clusters Score -4190845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4190837.500000 Penalty: 5220.455566
	Iteration 175Q: 3 clusters Score -4190838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4190841.250000 Penalty: 5220.455566
	Iteration 176Q: 3 clusters Score -4190841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4190840.250000 Penalty: 5220.455566
	Iteration 177Q: 3 clusters Score -4190840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4190841.250000 Penalty: 5220.455566
	Iteration 178Q: 3 clusters Score -4190841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4190846.750000 Penalty: 5220.455566
	Iteration 179Q: 3 clusters Score -4190847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4190853.750000 Penalty: 5220.455566
	Iteration 180F: 3 clusters Score -4190854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -4190851.250000 Penalty: 5220.455566
	Iteration 181Q: 3 clusters Score -4190851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4190857.250000 Penalty: 5220.455566
	Iteration 182Q: 3 clusters Score -4190857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4190858.250000 Penalty: 5220.455566
	Iteration 183Q: 3 clusters Score -4190858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4190857.250000 Penalty: 5220.455566
	Iteration 184Q: 3 clusters Score -4190857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4190859.250000 Penalty: 5220.455566
	Iteration 185Q: 3 clusters Score -4190859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4190861.500000 Penalty: 5220.455566
	Iteration 186Q: 3 clusters Score -4190862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4190861.250000 Penalty: 5220.455566
	Iteration 187Q: 3 clusters Score -4190861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4190864.250000 Penalty: 5220.455566
	Iteration 188Q: 3 clusters Score -4190864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4190862.000000 Penalty: 5220.455566
	Iteration 189Q: 3 clusters Score -4190862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4190863.750000 Penalty: 5220.455566
	Iteration 190Q: 3 clusters Score -4190864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4190868.500000 Penalty: 5220.455566
	Iteration 191Q: 3 clusters Score -4190868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4190864.000000 Penalty: 5220.455566
	Iteration 192Q: 3 clusters Score -4190864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4190868.250000 Penalty: 5220.455566
	Iteration 193Q: 3 clusters Score -4190868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4190861.500000 Penalty: 5220.455566
	Iteration 194Q: 3 clusters Score -4190862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4190868.000000 Penalty: 5220.455566
	Iteration 195Q: 3 clusters Score -4190868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4190873.000000 Penalty: 5220.455566
	Iteration 196Q: 3 clusters Score -4190873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4190876.000000 Penalty: 5220.455566
	Iteration 197Q: 3 clusters Score -4190876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4190875.750000 Penalty: 5220.455566
	Iteration 198Q: 3 clusters Score -4190876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4190874.750000 Penalty: 5220.455566
	Iteration 199Q: 3 clusters Score -4190875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4190872.500000 Penalty: 5220.455566
	Iteration 200F: 3 clusters Score -4190872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4190874.250000 Penalty: 5220.455566
	Iteration 201Q: 3 clusters Score -4190874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4190878.000000 Penalty: 5220.455566
	Iteration 202Q: 3 clusters Score -4190878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4190878.500000 Penalty: 5220.455566
	Iteration 203Q: 3 clusters Score -4190878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4190878.500000 Penalty: 5220.455566
	Iteration 204F: 3 clusters Score -4190878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Entering Unmasked Estep 
Score: -2743774.250000 Penalty: 2525.555664
	Iteration 0F: 2 clusters Score -2743774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2725496.750000 Penalty: 5051.111328
	Iteration 0F: 3 clusters Score -2725497 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2731804.500000 Penalty: 5051.111328
	Iteration 1F: 3 clusters Score -2731804 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2732366.750000 Penalty: 5051.111328
	Iteration 2F: 3 clusters Score -2732367 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2733037.750000 Penalty: 5051.111328
	Iteration 3F: 3 clusters Score -2733038 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2733956.250000 Penalty: 5051.111328
	Iteration 4F: 3 clusters Score -2733956 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2735215.500000 Penalty: 5051.111328
	Iteration 5F: 3 clusters Score -2735216 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2736788.250000 Penalty: 5051.111328
	Iteration 6F: 3 clusters Score -2736788 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2738512.250000 Penalty: 5051.111328
	Iteration 7F: 3 clusters Score -2738512 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2739883.000000 Penalty: 5051.111328
	Iteration 8F: 3 clusters Score -2739883 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2740848.750000 Penalty: 5051.111328
	Iteration 9Q: 3 clusters Score -2740849 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -2741489.250000 Penalty: 5051.111328
	Iteration 10Q: 3 clusters Score -2741489 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -2741942.000000 Penalty: 5051.111328
	Iteration 11Q: 3 clusters Score -2741942 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2742333.000000 Penalty: 5051.111328
	Iteration 12Q: 3 clusters Score -2742333 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -2742903.000000 Penalty: 5051.111328
	Iteration 13Q: 3 clusters Score -2742903 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -2743247.250000 Penalty: 5051.111328
	Iteration 14Q: 3 clusters Score -2743247 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -2743347.250000 Penalty: 5051.111328
	Iteration 15Q: 3 clusters Score -2743347 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -2743380.750000 Penalty: 5051.111328
	Iteration 16Q: 3 clusters Score -2743381 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2743405.000000 Penalty: 5051.111328
	Iteration 17Q: 3 clusters Score -2743405 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -2743417.250000 Penalty: 5051.111328
	Iteration 18Q: 3 clusters Score -2743417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -2743428.500000 Penalty: 5051.111328
	Iteration 19Q: 3 clusters Score -2743428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -2743434.500000 Penalty: 5051.111328
	Iteration 20F: 3 clusters Score -2743434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -2743434.000000 Penalty: 5051.111328
	Iteration 21Q: 3 clusters Score -2743434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -2743440.250000 Penalty: 5051.111328
	Iteration 22Q: 3 clusters Score -2743440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -2743440.750000 Penalty: 5051.111328
	Iteration 23Q: 3 clusters Score -2743441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2743444.000000 Penalty: 5051.111328
	Iteration 24Q: 3 clusters Score -2743444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2743443.250000 Penalty: 5051.111328
	Iteration 25Q: 3 clusters Score -2743443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -2743443.250000 Penalty: 5051.111328
	Iteration 26F: 3 clusters Score -2743443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -258698.421875 Penalty: 1933.728271
	Iteration 0F: 2 clusters Score -258698.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -255806.687500 Penalty: 3867.456543
	Iteration 0F: 3 clusters Score -255806.7 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -256365.312500 Penalty: 3867.456543
	Iteration 1F: 3 clusters Score -256365.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -256510.828125 Penalty: 3867.456543
	Iteration 2F: 3 clusters Score -256510.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -256589.078125 Penalty: 3867.456543
	Iteration 3Q: 3 clusters Score -256589.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -256641.875000 Penalty: 3867.456543
	Iteration 4Q: 3 clusters Score -256641.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -256683.734375 Penalty: 3867.456543
	Iteration 5Q: 3 clusters Score -256683.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -256719.937500 Penalty: 3867.456543
	Iteration 6Q: 3 clusters Score -256719.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -256749.359375 Penalty: 3867.456543
	Iteration 7Q: 3 clusters Score -256749.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -256774.015625 Penalty: 3867.456543
	Iteration 8Q: 3 clusters Score -256774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -256788.218750 Penalty: 3867.456543
	Iteration 9Q: 3 clusters Score -256788.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -256803.875000 Penalty: 3867.456543
	Iteration 10Q: 3 clusters Score -256803.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -256820.109375 Penalty: 3867.456543
	Iteration 11Q: 3 clusters Score -256820.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -256833.390625 Penalty: 3867.456543
	Iteration 12Q: 3 clusters Score -256833.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -256847.468750 Penalty: 3867.456543
	Iteration 13Q: 3 clusters Score -256847.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -256861.343750 Penalty: 3867.456543
	Iteration 14Q: 3 clusters Score -256861.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -256870.765625 Penalty: 3867.456543
	Iteration 15Q: 3 clusters Score -256870.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -256875.468750 Penalty: 3867.456543
	Iteration 16Q: 3 clusters Score -256875.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -256880.421875 Penalty: 3867.456543
	Iteration 17Q: 3 clusters Score -256880.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -256884.046875 Penalty: 3867.456543
	Iteration 18Q: 3 clusters Score -256884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -256885.562500 Penalty: 3867.456543
	Iteration 19Q: 3 clusters Score -256885.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -256886.328125 Penalty: 3867.456543
	Iteration 20F: 3 clusters Score -256886.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -256888.781250 Penalty: 3867.456543
	Iteration 21Q: 3 clusters Score -256888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -256889.750000 Penalty: 3867.456543
	Iteration 22Q: 3 clusters Score -256889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -256890.187500 Penalty: 3867.456543
	Iteration 23Q: 3 clusters Score -256890.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -256890.187500 Penalty: 3867.456543
	Iteration 24F: 3 clusters Score -256890.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Entering Unmasked Estep 
Score: -2471740.750000 Penalty: 2479.904785
	Iteration 0F: 2 clusters Score -2471741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2456264.250000 Penalty: 4959.809570
	Iteration 0F: 3 clusters Score -2456264 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2461506.250000 Penalty: 4959.809570
	Iteration 1F: 3 clusters Score -2461506 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -2461905.750000 Penalty: 4959.809570
	Iteration 2F: 3 clusters Score -2461906 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2462251.500000 Penalty: 4959.809570
	Iteration 3Q: 3 clusters Score -2462252 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2462649.750000 Penalty: 4959.809570
	Iteration 4Q: 3 clusters Score -2462650 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2463225.000000 Penalty: 4959.809570
	Iteration 5Q: 3 clusters Score -2463225 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2464038.750000 Penalty: 4959.809570
	Iteration 6F: 3 clusters Score -2464039 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -2465160.000000 Penalty: 4959.809570
	Iteration 7F: 3 clusters Score -2465160 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2466482.500000 Penalty: 4959.809570
	Iteration 8F: 3 clusters Score -2466482 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2467814.750000 Penalty: 4959.809570
	Iteration 9F: 3 clusters Score -2467815 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2468941.000000 Penalty: 4959.809570
	Iteration 10F: 3 clusters Score -2468941 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2469759.500000 Penalty: 4959.809570
	Iteration 11Q: 3 clusters Score -2469760 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2470264.750000 Penalty: 4959.809570
	Iteration 12Q: 3 clusters Score -2470265 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2470593.250000 Penalty: 4959.809570
	Iteration 13Q: 3 clusters Score -2470593 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2470771.250000 Penalty: 4959.809570
	Iteration 14Q: 3 clusters Score -2470771 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2470889.500000 Penalty: 4959.809570
	Iteration 15Q: 3 clusters Score -2470890 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2470943.750000 Penalty: 4959.809570
	Iteration 16Q: 3 clusters Score -2470944 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2470985.500000 Penalty: 4959.809570
	Iteration 17Q: 3 clusters Score -2470986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2471000.750000 Penalty: 4959.809570
	Iteration 18Q: 3 clusters Score -2471001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2471006.250000 Penalty: 4959.809570
	Iteration 19Q: 3 clusters Score -2471006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2471004.000000 Penalty: 4959.809570
	Iteration 20F: 3 clusters Score -2471004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2471012.750000 Penalty: 4959.809570
	Iteration 21Q: 3 clusters Score -2471013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2471014.000000 Penalty: 4959.809570
	Iteration 22Q: 3 clusters Score -2471014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2471016.250000 Penalty: 4959.809570
	Iteration 23Q: 3 clusters Score -2471016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2471014.500000 Penalty: 4959.809570
	Iteration 24Q: 3 clusters Score -2471014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2471013.750000 Penalty: 4959.809570
	Iteration 25Q: 3 clusters Score -2471014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2471013.750000 Penalty: 4959.809570
	Iteration 26F: 3 clusters Score -2471014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -11518.189453 Penalty: 1220.155273
	Iteration 0F: 2 clusters Score -11518.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -10573.668945 Penalty: 2440.310547
	Iteration 0F: 3 clusters Score -10573.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -10591.094727 Penalty: 2440.310547
	Iteration 1Q: 3 clusters Score -10591.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10598.540039 Penalty: 2440.310547
	Iteration 2Q: 3 clusters Score -10598.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10598.540039 Penalty: 2440.310547
	Iteration 3F: 3 clusters Score -10598.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (102999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102999 members 
Entering Unmasked Estep 
Score: -11537608.000000 Penalty: 2862.533691
	Iteration 0F: 2 clusters Score -1.153761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -11468976.000000 Penalty: 5725.067383
	Iteration 0F: 3 clusters Score -1.146898e+07 nChanged 48836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -11496314.000000 Penalty: 5725.067383
	Iteration 1F: 3 clusters Score -1.149631e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -11497233.000000 Penalty: 5725.067383
	Iteration 2Q: 3 clusters Score -1.149723e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -11498320.000000 Penalty: 5725.067383
	Iteration 3Q: 3 clusters Score -1.149832e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 58122 members 
Entering Unmasked Estep 
Score: -11499759.000000 Penalty: 5725.067383
	Iteration 4Q: 3 clusters Score -1.149976e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -11502169.000000 Penalty: 5725.067383
	Iteration 5Q: 3 clusters Score -1.150217e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 67020 members 
Entering Unmasked Estep 
Score: -11506048.000000 Penalty: 5725.067383
	Iteration 6F: 3 clusters Score -1.150605e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 73477 members 
Entering Unmasked Estep 
Score: -11511500.000000 Penalty: 5725.067383
	Iteration 7F: 3 clusters Score -1.15115e+07 nChanged 7796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -11518230.000000 Penalty: 5725.067383
	Iteration 8F: 3 clusters Score -1.151823e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 86497 members 
Entering Unmasked Estep 
Score: -11524301.000000 Penalty: 5725.067383
	Iteration 9F: 3 clusters Score -1.15243e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -11528753.000000 Penalty: 5725.067383
	Iteration 10Q: 3 clusters Score -1.152875e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -11531288.000000 Penalty: 5725.067383
	Iteration 11Q: 3 clusters Score -1.153129e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 94696 members 
Entering Unmasked Estep 
Score: -11532534.000000 Penalty: 5725.067383
	Iteration 12Q: 3 clusters Score -1.153253e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 95803 members 
Entering Unmasked Estep 
Score: -11533285.000000 Penalty: 5725.067383
	Iteration 13Q: 3 clusters Score -1.153328e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 96691 members 
Entering Unmasked Estep 
Score: -11533807.000000 Penalty: 5725.067383
	Iteration 14Q: 3 clusters Score -1.153381e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 97387 members 
Entering Unmasked Estep 
Score: -11534198.000000 Penalty: 5725.067383
	Iteration 15Q: 3 clusters Score -1.15342e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 97934 members 
Entering Unmasked Estep 
Score: -11534462.000000 Penalty: 5725.067383
	Iteration 16Q: 3 clusters Score -1.153446e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -11534674.000000 Penalty: 5725.067383
	Iteration 17Q: 3 clusters Score -1.153467e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 98813 members 
Entering Unmasked Estep 
Score: -11534810.000000 Penalty: 5725.067383
	Iteration 18Q: 3 clusters Score -1.153481e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 99137 members 
Entering Unmasked Estep 
Score: -11534906.000000 Penalty: 5725.067383
	Iteration 19Q: 3 clusters Score -1.153491e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 99407 members 
Entering Unmasked Estep 
Score: -11534999.000000 Penalty: 5725.067383
	Iteration 20F: 3 clusters Score -1.1535e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 99631 members 
Entering Unmasked Estep 
Score: -11535041.000000 Penalty: 5725.067383
	Iteration 21Q: 3 clusters Score -1.153504e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 99817 members 
Entering Unmasked Estep 
Score: -11535093.000000 Penalty: 5725.067383
	Iteration 22Q: 3 clusters Score -1.153509e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 99991 members 
Entering Unmasked Estep 
Score: -11535134.000000 Penalty: 5725.067383
	Iteration 23Q: 3 clusters Score -1.153513e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 100145 members 
Entering Unmasked Estep 
Score: -11535176.000000 Penalty: 5725.067383
	Iteration 24Q: 3 clusters Score -1.153518e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 100270 members 
Entering Unmasked Estep 
Score: -11535199.000000 Penalty: 5725.067383
	Iteration 25Q: 3 clusters Score -1.15352e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 100380 members 
Entering Unmasked Estep 
Score: -11535231.000000 Penalty: 5725.067383
	Iteration 26Q: 3 clusters Score -1.153523e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 100479 members 
Entering Unmasked Estep 
Score: -11535279.000000 Penalty: 5725.067383
	Iteration 27Q: 3 clusters Score -1.153528e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 100566 members 
Entering Unmasked Estep 
Score: -11535290.000000 Penalty: 5725.067383
	Iteration 28Q: 3 clusters Score -1.153529e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 100634 members 
Entering Unmasked Estep 
Score: -11535317.000000 Penalty: 5725.067383
	Iteration 29Q: 3 clusters Score -1.153532e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 100706 members 
Entering Unmasked Estep 
Score: -11535350.000000 Penalty: 5725.067383
	Iteration 30Q: 3 clusters Score -1.153535e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 100778 members 
Entering Unmasked Estep 
Score: -11535370.000000 Penalty: 5725.067383
	Iteration 31Q: 3 clusters Score -1.153537e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 100821 members 
Entering Unmasked Estep 
Score: -11535381.000000 Penalty: 5725.067383
	Iteration 32Q: 3 clusters Score -1.153538e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 100861 members 
Entering Unmasked Estep 
Score: -11535396.000000 Penalty: 5725.067383
	Iteration 33Q: 3 clusters Score -1.15354e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -11535402.000000 Penalty: 5725.067383
	Iteration 34Q: 3 clusters Score -1.15354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 100925 members 
Entering Unmasked Estep 
Score: -11535406.000000 Penalty: 5725.067383
	Iteration 35Q: 3 clusters Score -1.153541e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 100957 members 
Entering Unmasked Estep 
Score: -11535431.000000 Penalty: 5725.067383
	Iteration 36Q: 3 clusters Score -1.153543e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 100985 members 
Entering Unmasked Estep 
Score: -11535424.000000 Penalty: 5725.067383
	Iteration 37Q: 3 clusters Score -1.153542e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 101010 members 
Entering Unmasked Estep 
Score: -11535436.000000 Penalty: 5725.067383
	Iteration 38Q: 3 clusters Score -1.153544e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 101028 members 
Entering Unmasked Estep 
Score: -11535435.000000 Penalty: 5725.067383
	Iteration 39Q: 3 clusters Score -1.153544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 101044 members 
Entering Unmasked Estep 
Score: -11535430.000000 Penalty: 5725.067383
	Iteration 40F: 3 clusters Score -1.153543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 101059 members 
Entering Unmasked Estep 
Score: -11535430.000000 Penalty: 5725.067383
	Iteration 41Q: 3 clusters Score -1.153543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 101075 members 
Entering Unmasked Estep 
Score: -11535433.000000 Penalty: 5725.067383
	Iteration 42Q: 3 clusters Score -1.153543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 101089 members 
Entering Unmasked Estep 
Score: -11535444.000000 Penalty: 5725.067383
	Iteration 43Q: 3 clusters Score -1.153544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 101107 members 
Entering Unmasked Estep 
Score: -11535446.000000 Penalty: 5725.067383
	Iteration 44Q: 3 clusters Score -1.153545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 101124 members 
Entering Unmasked Estep 
Score: -11535481.000000 Penalty: 5725.067383
	Iteration 45Q: 3 clusters Score -1.153548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 101141 members 
Entering Unmasked Estep 
Score: -11535478.000000 Penalty: 5725.067383
	Iteration 46Q: 3 clusters Score -1.153548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 101160 members 
Entering Unmasked Estep 
Score: -11535478.000000 Penalty: 5725.067383
	Iteration 47Q: 3 clusters Score -1.153548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 101175 members 
Entering Unmasked Estep 
Score: -11535476.000000 Penalty: 5725.067383
	Iteration 48Q: 3 clusters Score -1.153548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 101191 members 
Entering Unmasked Estep 
Score: -11535501.000000 Penalty: 5725.067383
	Iteration 49Q: 3 clusters Score -1.15355e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 101207 members 
Entering Unmasked Estep 
Score: -11535502.000000 Penalty: 5725.067383
	Iteration 50Q: 3 clusters Score -1.15355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 101218 members 
Entering Unmasked Estep 
Score: -11535512.000000 Penalty: 5725.067383
	Iteration 51Q: 3 clusters Score -1.153551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 101225 members 
Entering Unmasked Estep 
Score: -11535514.000000 Penalty: 5725.067383
	Iteration 52Q: 3 clusters Score -1.153551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 101235 members 
Entering Unmasked Estep 
Score: -11535525.000000 Penalty: 5725.067383
	Iteration 53Q: 3 clusters Score -1.153552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 101240 members 
Entering Unmasked Estep 
Score: -11535517.000000 Penalty: 5725.067383
	Iteration 54Q: 3 clusters Score -1.153552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 101241 members 
Entering Unmasked Estep 
Score: -11535519.000000 Penalty: 5725.067383
	Iteration 55Q: 3 clusters Score -1.153552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 101245 members 
Entering Unmasked Estep 
Score: -11535521.000000 Penalty: 5725.067383
	Iteration 56Q: 3 clusters Score -1.153552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 101249 members 
Entering Unmasked Estep 
Score: -11535529.000000 Penalty: 5725.067383
	Iteration 57Q: 3 clusters Score -1.153553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 101257 members 
Entering Unmasked Estep 
Score: -11535516.000000 Penalty: 5725.067383
	Iteration 58Q: 3 clusters Score -1.153552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 101260 members 
Entering Unmasked Estep 
Score: -11535522.000000 Penalty: 5725.067383
	Iteration 59Q: 3 clusters Score -1.153552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 101268 members 
Entering Unmasked Estep 
Score: -11535521.000000 Penalty: 5725.067383
	Iteration 60F: 3 clusters Score -1.153552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 101271 members 
Entering Unmasked Estep 
Score: -11535522.000000 Penalty: 5725.067383
	Iteration 61Q: 3 clusters Score -1.153552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 101276 members 
Entering Unmasked Estep 
Score: -11535534.000000 Penalty: 5725.067383
	Iteration 62Q: 3 clusters Score -1.153553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -11535541.000000 Penalty: 5725.067383
	Iteration 63Q: 3 clusters Score -1.153554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -11535536.000000 Penalty: 5725.067383
	Iteration 64Q: 3 clusters Score -1.153554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 101281 members 
Entering Unmasked Estep 
Score: -11535542.000000 Penalty: 5725.067383
	Iteration 65Q: 3 clusters Score -1.153554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 101282 members 
Entering Unmasked Estep 
Score: -11535548.000000 Penalty: 5725.067383
	Iteration 66Q: 3 clusters Score -1.153555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 101282 members 
Entering Unmasked Estep 
Score: -11535548.000000 Penalty: 5725.067383
	Iteration 67F: 3 clusters Score -1.153555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -34705.746094 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -34705.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33357.355469 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -33357.36 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33565.101562 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -33565.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33665.621094 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -33665.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -33756.828125 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -33756.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33865.292969 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -33865.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33950.308594 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -33950.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34062.160156 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -34062.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34197.406250 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -34197.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34355.703125 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -34355.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34457.867188 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -34457.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -34588.773438 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -34588.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34654.050781 Penalty: 2955.378662
	Iteration 11Q: 3 clusters Score -34654.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34750.406250 Penalty: 2955.378662
	Iteration 12Q: 3 clusters Score -34750.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34794.542969 Penalty: 2955.378662
	Iteration 13Q: 3 clusters Score -34794.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34819.601562 Penalty: 2955.378662
	Iteration 14Q: 3 clusters Score -34819.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34823.953125 Penalty: 2955.378662
	Iteration 15F: 3 clusters Score -34823.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34829.210938 Penalty: 2955.378662
	Iteration 16Q: 3 clusters Score -34829.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34829.210938 Penalty: 2955.378662
	Iteration 17F: 3 clusters Score -34829.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329301 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115214 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102999 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84991 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 1147 members 
Mstep: Class 24 contains 151 members 
Entering Unmasked Estep 
Score: -97998848.000000 Penalty: 81609.500000
Splitting cluster 12 changes total score from -98000656.000000 to -97998848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (42729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Entering Unmasked Estep 
Score: -4644400.500000 Penalty: 2644.333008
	Iteration 0F: 2 clusters Score -4644400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -4615498.500000 Penalty: 5288.666016
	Iteration 0F: 3 clusters Score -4615498 nChanged 19727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -4626355.000000 Penalty: 5288.666016
	Iteration 1F: 3 clusters Score -4626355 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -4626908.500000 Penalty: 5288.666016
	Iteration 2Q: 3 clusters Score -4626908 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -4627414.000000 Penalty: 5288.666016
	Iteration 3Q: 3 clusters Score -4627414 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -4627959.000000 Penalty: 5288.666016
	Iteration 4Q: 3 clusters Score -4627959 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -4628689.500000 Penalty: 5288.666016
	Iteration 5Q: 3 clusters Score -4628690 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -4629631.500000 Penalty: 5288.666016
	Iteration 6Q: 3 clusters Score -4629632 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -4631191.500000 Penalty: 5288.666016
	Iteration 7F: 3 clusters Score -4631192 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -4633277.500000 Penalty: 5288.666016
	Iteration 8F: 3 clusters Score -4633278 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -4635658.000000 Penalty: 5288.666016
	Iteration 9F: 3 clusters Score -4635658 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -4638149.500000 Penalty: 5288.666016
	Iteration 10F: 3 clusters Score -4638150 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -4640114.500000 Penalty: 5288.666016
	Iteration 11Q: 3 clusters Score -4640114 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -4641349.000000 Penalty: 5288.666016
	Iteration 12Q: 3 clusters Score -4641349 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -4641846.000000 Penalty: 5288.666016
	Iteration 13Q: 3 clusters Score -4641846 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -4642031.000000 Penalty: 5288.666016
	Iteration 14Q: 3 clusters Score -4642031 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -4642098.000000 Penalty: 5288.666016
	Iteration 15Q: 3 clusters Score -4642098 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -4642152.000000 Penalty: 5288.666016
	Iteration 16Q: 3 clusters Score -4642152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -4642175.000000 Penalty: 5288.666016
	Iteration 17Q: 3 clusters Score -4642175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -4642199.000000 Penalty: 5288.666016
	Iteration 18Q: 3 clusters Score -4642199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -4642207.500000 Penalty: 5288.666016
	Iteration 19Q: 3 clusters Score -4642208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -4642211.500000 Penalty: 5288.666016
	Iteration 20F: 3 clusters Score -4642212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -4642217.000000 Penalty: 5288.666016
	Iteration 21Q: 3 clusters Score -4642217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -4642219.000000 Penalty: 5288.666016
	Iteration 22Q: 3 clusters Score -4642219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -4642224.500000 Penalty: 5288.666016
	Iteration 23Q: 3 clusters Score -4642224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -4642224.500000 Penalty: 5288.666016
	Iteration 24F: 3 clusters Score -4642224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Entering Unmasked Estep 
Score: -496422.281250 Penalty: 2125.589111
	Iteration 0F: 2 clusters Score -496422.3 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 2664 members 
Entering Unmasked Estep 
Score: -491788.187500 Penalty: 4251.178223
	Iteration 0F: 3 clusters Score -491788.2 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -493259.906250 Penalty: 4251.178223
	Iteration 1F: 3 clusters Score -493259.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -493794.250000 Penalty: 4251.178223
	Iteration 2F: 3 clusters Score -493794.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -494324.750000 Penalty: 4251.178223
	Iteration 3F: 3 clusters Score -494324.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -494821.218750 Penalty: 4251.178223
	Iteration 4F: 3 clusters Score -494821.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -495224.843750 Penalty: 4251.178223
	Iteration 5F: 3 clusters Score -495224.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -495537.343750 Penalty: 4251.178223
	Iteration 6Q: 3 clusters Score -495537.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -495748.156250 Penalty: 4251.178223
	Iteration 7Q: 3 clusters Score -495748.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -495877.781250 Penalty: 4251.178223
	Iteration 8Q: 3 clusters Score -495877.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -495952.156250 Penalty: 4251.178223
	Iteration 9Q: 3 clusters Score -495952.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -496007.250000 Penalty: 4251.178223
	Iteration 10Q: 3 clusters Score -496007.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -496029.093750 Penalty: 4251.178223
	Iteration 11Q: 3 clusters Score -496029.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -496044.687500 Penalty: 4251.178223
	Iteration 12Q: 3 clusters Score -496044.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -496057.593750 Penalty: 4251.178223
	Iteration 13Q: 3 clusters Score -496057.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -496062.531250 Penalty: 4251.178223
	Iteration 14Q: 3 clusters Score -496062.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -496067.656250 Penalty: 4251.178223
	Iteration 15Q: 3 clusters Score -496067.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -496070.625000 Penalty: 4251.178223
	Iteration 16Q: 3 clusters Score -496070.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -496073.125000 Penalty: 4251.178223
	Iteration 17Q: 3 clusters Score -496073.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -496077.343750 Penalty: 4251.178223
	Iteration 18Q: 3 clusters Score -496077.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -496081.125000 Penalty: 4251.178223
	Iteration 19Q: 3 clusters Score -496081.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -496082.750000 Penalty: 4251.178223
	Iteration 20F: 3 clusters Score -496082.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -496089.156250 Penalty: 4251.178223
	Iteration 21Q: 3 clusters Score -496089.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -496095.406250 Penalty: 4251.178223
	Iteration 22Q: 3 clusters Score -496095.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -496100.187500 Penalty: 4251.178223
	Iteration 23Q: 3 clusters Score -496100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -496102.781250 Penalty: 4251.178223
	Iteration 24Q: 3 clusters Score -496102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -496107.281250 Penalty: 4251.178223
	Iteration 25Q: 3 clusters Score -496107.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -496108.812500 Penalty: 4251.178223
	Iteration 26Q: 3 clusters Score -496108.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -496110.781250 Penalty: 4251.178223
	Iteration 27Q: 3 clusters Score -496110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -496112.937500 Penalty: 4251.178223
	Iteration 28Q: 3 clusters Score -496112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -496113.000000 Penalty: 4251.178223
	Iteration 29Q: 3 clusters Score -496113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -496116.062500 Penalty: 4251.178223
	Iteration 30Q: 3 clusters Score -496116.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -496117.218750 Penalty: 4251.178223
	Iteration 31Q: 3 clusters Score -496117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -496116.500000 Penalty: 4251.178223
	Iteration 32Q: 3 clusters Score -496116.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -496116.500000 Penalty: 4251.178223
	Iteration 33F: 3 clusters Score -496116.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (84991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Entering Unmasked Estep 
Score: -9616880.000000 Penalty: 2814.874512
	Iteration 0F: 2 clusters Score -9616880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -9559999.000000 Penalty: 5629.749023
	Iteration 0F: 3 clusters Score -9559999 nChanged 39904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -9582761.000000 Penalty: 5629.749023
	Iteration 1F: 3 clusters Score -9582761 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -9583836.000000 Penalty: 5629.749023
	Iteration 2Q: 3 clusters Score -9583836 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -9585312.000000 Penalty: 5629.749023
	Iteration 3Q: 3 clusters Score -9585312 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -9587590.000000 Penalty: 5629.749023
	Iteration 4F: 3 clusters Score -9587590 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -9590969.000000 Penalty: 5629.749023
	Iteration 5F: 3 clusters Score -9590969 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 57422 members 
Entering Unmasked Estep 
Score: -9595599.000000 Penalty: 5629.749023
	Iteration 6F: 3 clusters Score -9595599 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -9601018.000000 Penalty: 5629.749023
	Iteration 7F: 3 clusters Score -9601018 nChanged 5611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -9606253.000000 Penalty: 5629.749023
	Iteration 8F: 3 clusters Score -9606253 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -9610085.000000 Penalty: 5629.749023
	Iteration 9Q: 3 clusters Score -9610085 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -9612228.000000 Penalty: 5629.749023
	Iteration 10Q: 3 clusters Score -9612228 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 73703 members 
Entering Unmasked Estep 
Score: -9613039.000000 Penalty: 5629.749023
	Iteration 11Q: 3 clusters Score -9613039 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -9613519.000000 Penalty: 5629.749023
	Iteration 12Q: 3 clusters Score -9613519 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 75515 members 
Entering Unmasked Estep 
Score: -9613843.000000 Penalty: 5629.749023
	Iteration 13Q: 3 clusters Score -9613843 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 76260 members 
Entering Unmasked Estep 
Score: -9614122.000000 Penalty: 5629.749023
	Iteration 14Q: 3 clusters Score -9614122 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 76925 members 
Entering Unmasked Estep 
Score: -9614395.000000 Penalty: 5629.749023
	Iteration 15Q: 3 clusters Score -9614395 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 77516 members 
Entering Unmasked Estep 
Score: -9614596.000000 Penalty: 5629.749023
	Iteration 16Q: 3 clusters Score -9614596 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 78047 members 
Entering Unmasked Estep 
Score: -9614759.000000 Penalty: 5629.749023
	Iteration 17Q: 3 clusters Score -9614759 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 78520 members 
Entering Unmasked Estep 
Score: -9614915.000000 Penalty: 5629.749023
	Iteration 18Q: 3 clusters Score -9614915 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 78929 members 
Entering Unmasked Estep 
Score: -9615099.000000 Penalty: 5629.749023
	Iteration 19Q: 3 clusters Score -9615099 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 79294 members 
Entering Unmasked Estep 
Score: -9615195.000000 Penalty: 5629.749023
	Iteration 20F: 3 clusters Score -9615195 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 79624 members 
Entering Unmasked Estep 
Score: -9615257.000000 Penalty: 5629.749023
	Iteration 21Q: 3 clusters Score -9615257 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 79890 members 
Entering Unmasked Estep 
Score: -9615342.000000 Penalty: 5629.749023
	Iteration 22Q: 3 clusters Score -9615342 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -9615443.000000 Penalty: 5629.749023
	Iteration 23Q: 3 clusters Score -9615443 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 80350 members 
Entering Unmasked Estep 
Score: -9615448.000000 Penalty: 5629.749023
	Iteration 24Q: 3 clusters Score -9615448 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 80551 members 
Entering Unmasked Estep 
Score: -9615483.000000 Penalty: 5629.749023
	Iteration 25Q: 3 clusters Score -9615483 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 80744 members 
Entering Unmasked Estep 
Score: -9615555.000000 Penalty: 5629.749023
	Iteration 26Q: 3 clusters Score -9615555 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 80924 members 
Entering Unmasked Estep 
Score: -9615577.000000 Penalty: 5629.749023
	Iteration 27Q: 3 clusters Score -9615577 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 81080 members 
Entering Unmasked Estep 
Score: -9615617.000000 Penalty: 5629.749023
	Iteration 28Q: 3 clusters Score -9615617 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -9615654.000000 Penalty: 5629.749023
	Iteration 29Q: 3 clusters Score -9615654 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -9615679.000000 Penalty: 5629.749023
	Iteration 30Q: 3 clusters Score -9615679 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 81414 members 
Entering Unmasked Estep 
Score: -9615708.000000 Penalty: 5629.749023
	Iteration 31Q: 3 clusters Score -9615708 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 81492 members 
Entering Unmasked Estep 
Score: -9615727.000000 Penalty: 5629.749023
	Iteration 32Q: 3 clusters Score -9615727 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 81555 members 
Entering Unmasked Estep 
Score: -9615730.000000 Penalty: 5629.749023
	Iteration 33Q: 3 clusters Score -9615730 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -9615727.000000 Penalty: 5629.749023
	Iteration 34Q: 3 clusters Score -9615727 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 81666 members 
Entering Unmasked Estep 
Score: -9615749.000000 Penalty: 5629.749023
	Iteration 35Q: 3 clusters Score -9615749 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 81714 members 
Entering Unmasked Estep 
Score: -9615746.000000 Penalty: 5629.749023
	Iteration 36Q: 3 clusters Score -9615746 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 81760 members 
Entering Unmasked Estep 
Score: -9615746.000000 Penalty: 5629.749023
	Iteration 37Q: 3 clusters Score -9615746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -9615752.000000 Penalty: 5629.749023
	Iteration 38Q: 3 clusters Score -9615752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -9615757.000000 Penalty: 5629.749023
	Iteration 39Q: 3 clusters Score -9615757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 81872 members 
Entering Unmasked Estep 
Score: -9615760.000000 Penalty: 5629.749023
	Iteration 40F: 3 clusters Score -9615760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 81899 members 
Entering Unmasked Estep 
Score: -9615767.000000 Penalty: 5629.749023
	Iteration 41Q: 3 clusters Score -9615767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -9615774.000000 Penalty: 5629.749023
	Iteration 42Q: 3 clusters Score -9615774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 81956 members 
Entering Unmasked Estep 
Score: -9615793.000000 Penalty: 5629.749023
	Iteration 43Q: 3 clusters Score -9615793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 81990 members 
Entering Unmasked Estep 
Score: -9615800.000000 Penalty: 5629.749023
	Iteration 44Q: 3 clusters Score -9615800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -9615798.000000 Penalty: 5629.749023
	Iteration 45Q: 3 clusters Score -9615798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 82034 members 
Entering Unmasked Estep 
Score: -9615793.000000 Penalty: 5629.749023
	Iteration 46Q: 3 clusters Score -9615793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 82054 members 
Entering Unmasked Estep 
Score: -9615799.000000 Penalty: 5629.749023
	Iteration 47Q: 3 clusters Score -9615799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 82075 members 
Entering Unmasked Estep 
Score: -9615807.000000 Penalty: 5629.749023
	Iteration 48Q: 3 clusters Score -9615807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 82105 members 
Entering Unmasked Estep 
Score: -9615818.000000 Penalty: 5629.749023
	Iteration 49Q: 3 clusters Score -9615818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 82127 members 
Entering Unmasked Estep 
Score: -9615810.000000 Penalty: 5629.749023
	Iteration 50Q: 3 clusters Score -9615810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
Score: -9615819.000000 Penalty: 5629.749023
	Iteration 51Q: 3 clusters Score -9615819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 82170 members 
Entering Unmasked Estep 
Score: -9615815.000000 Penalty: 5629.749023
	Iteration 52Q: 3 clusters Score -9615815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 82193 members 
Entering Unmasked Estep 
Score: -9615826.000000 Penalty: 5629.749023
	Iteration 53Q: 3 clusters Score -9615826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 82215 members 
Entering Unmasked Estep 
Score: -9615826.000000 Penalty: 5629.749023
	Iteration 54Q: 3 clusters Score -9615826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 82237 members 
Entering Unmasked Estep 
Score: -9615835.000000 Penalty: 5629.749023
	Iteration 55Q: 3 clusters Score -9615835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 82251 members 
Entering Unmasked Estep 
Score: -9615836.000000 Penalty: 5629.749023
	Iteration 56Q: 3 clusters Score -9615836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -9615836.000000 Penalty: 5629.749023
	Iteration 57Q: 3 clusters Score -9615836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -9615840.000000 Penalty: 5629.749023
	Iteration 58Q: 3 clusters Score -9615840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 82269 members 
Entering Unmasked Estep 
Score: -9615841.000000 Penalty: 5629.749023
	Iteration 59Q: 3 clusters Score -9615841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 82275 members 
Entering Unmasked Estep 
Score: -9615832.000000 Penalty: 5629.749023
	Iteration 60F: 3 clusters Score -9615832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 82279 members 
Entering Unmasked Estep 
Score: -9615832.000000 Penalty: 5629.749023
	Iteration 61Q: 3 clusters Score -9615832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 82281 members 
Entering Unmasked Estep 
Score: -9615833.000000 Penalty: 5629.749023
	Iteration 62Q: 3 clusters Score -9615833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -9615840.000000 Penalty: 5629.749023
	Iteration 63Q: 3 clusters Score -9615840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 82282 members 
Entering Unmasked Estep 
Score: -9615840.000000 Penalty: 5629.749023
	Iteration 64F: 3 clusters Score -9615840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -159724.500000 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -159724.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -157435.312500 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -157435.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -157837.218750 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -157837.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -157939.062500 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -157939.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -157979.859375 Penalty: 3613.271240
	Iteration 3Q: 3 clusters Score -157979.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -157999.781250 Penalty: 3613.271240
	Iteration 4Q: 3 clusters Score -157999.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -158008.671875 Penalty: 3613.271240
	Iteration 5Q: 3 clusters Score -158008.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -158016.937500 Penalty: 3613.271240
	Iteration 6Q: 3 clusters Score -158016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -158022.734375 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -158022.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -158025.859375 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -158025.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -158029.796875 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -158029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -158032.703125 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -158032.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -158035.015625 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -158035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -158037.906250 Penalty: 3613.271240
	Iteration 12Q: 3 clusters Score -158037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -158040.140625 Penalty: 3613.271240
	Iteration 13Q: 3 clusters Score -158040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -158041.796875 Penalty: 3613.271240
	Iteration 14Q: 3 clusters Score -158041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -158045.140625 Penalty: 3613.271240
	Iteration 15Q: 3 clusters Score -158045.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -158047.953125 Penalty: 3613.271240
	Iteration 16Q: 3 clusters Score -158048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -158048.671875 Penalty: 3613.271240
	Iteration 17Q: 3 clusters Score -158048.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -158048.671875 Penalty: 3613.271240
	Iteration 18F: 3 clusters Score -158048.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Entering Unmasked Estep 
Score: -423161.437500 Penalty: 2055.743652
	Iteration 0F: 2 clusters Score -423161.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -419299.156250 Penalty: 4111.487305
	Iteration 0F: 3 clusters Score -419299.2 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -420265.843750 Penalty: 4111.487305
	Iteration 1F: 3 clusters Score -420265.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -420526.781250 Penalty: 4111.487305
	Iteration 2F: 3 clusters Score -420526.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -420696.062500 Penalty: 4111.487305
	Iteration 3F: 3 clusters Score -420696.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -420847.812500 Penalty: 4111.487305
	Iteration 4Q: 3 clusters Score -420847.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -420967.312500 Penalty: 4111.487305
	Iteration 5Q: 3 clusters Score -420967.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -421065.875000 Penalty: 4111.487305
	Iteration 6Q: 3 clusters Score -421065.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -421164.656250 Penalty: 4111.487305
	Iteration 7Q: 3 clusters Score -421164.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -421252.750000 Penalty: 4111.487305
	Iteration 8Q: 3 clusters Score -421252.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -421332.218750 Penalty: 4111.487305
	Iteration 9Q: 3 clusters Score -421332.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -421392.750000 Penalty: 4111.487305
	Iteration 10Q: 3 clusters Score -421392.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -421444.843750 Penalty: 4111.487305
	Iteration 11Q: 3 clusters Score -421444.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -421492.312500 Penalty: 4111.487305
	Iteration 12Q: 3 clusters Score -421492.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -421538.250000 Penalty: 4111.487305
	Iteration 13Q: 3 clusters Score -421538.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -421576.343750 Penalty: 4111.487305
	Iteration 14Q: 3 clusters Score -421576.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -421612.718750 Penalty: 4111.487305
	Iteration 15Q: 3 clusters Score -421612.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -421647.593750 Penalty: 4111.487305
	Iteration 16Q: 3 clusters Score -421647.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -421676.531250 Penalty: 4111.487305
	Iteration 17Q: 3 clusters Score -421676.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -421702.625000 Penalty: 4111.487305
	Iteration 18Q: 3 clusters Score -421702.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -421719.843750 Penalty: 4111.487305
	Iteration 19Q: 3 clusters Score -421719.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -421735.343750 Penalty: 4111.487305
	Iteration 20F: 3 clusters Score -421735.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -421752.000000 Penalty: 4111.487305
	Iteration 21Q: 3 clusters Score -421752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -421766.093750 Penalty: 4111.487305
	Iteration 22Q: 3 clusters Score -421766.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -421783.812500 Penalty: 4111.487305
	Iteration 23Q: 3 clusters Score -421783.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -421806.906250 Penalty: 4111.487305
	Iteration 24Q: 3 clusters Score -421806.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -421822.468750 Penalty: 4111.487305
	Iteration 25Q: 3 clusters Score -421822.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -421836.187500 Penalty: 4111.487305
	Iteration 26Q: 3 clusters Score -421836.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -421849.156250 Penalty: 4111.487305
	Iteration 27Q: 3 clusters Score -421849.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -421857.968750 Penalty: 4111.487305
	Iteration 28Q: 3 clusters Score -421858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -421861.875000 Penalty: 4111.487305
	Iteration 29Q: 3 clusters Score -421861.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -421863.312500 Penalty: 4111.487305
	Iteration 30Q: 3 clusters Score -421863.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -421863.312500 Penalty: 4111.487305
	Iteration 31F: 3 clusters Score -421863.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -56554.894531 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -56554.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54995.640625 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -54995.64 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55190.234375 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -55190.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55300.207031 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -55300.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55388.683594 Penalty: 3176.172607
	Iteration 3Q: 3 clusters Score -55388.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55408.703125 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -55408.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55423.566406 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -55423.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55439.144531 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -55439.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55453.437500 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -55453.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55465.140625 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -55465.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55466.406250 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -55466.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55468.394531 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -55468.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55469.800781 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -55469.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55470.218750 Penalty: 3176.172607
	Iteration 12Q: 3 clusters Score -55470.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55470.218750 Penalty: 3176.172607
	Iteration 13F: 3 clusters Score -55470.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Entering Unmasked Estep 
Score: -962202.187500 Penalty: 2245.835938
	Iteration 0F: 2 clusters Score -962202.2 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 4342 members 
Entering Unmasked Estep 
Score: -955413.562500 Penalty: 4491.671875
	Iteration 0F: 3 clusters Score -955413.6 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -957301.812500 Penalty: 4491.671875
	Iteration 1F: 3 clusters Score -957301.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -957585.000000 Penalty: 4491.671875
	Iteration 2F: 3 clusters Score -957585 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -957762.187500 Penalty: 4491.671875
	Iteration 3Q: 3 clusters Score -957762.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -957868.937500 Penalty: 4491.671875
	Iteration 4Q: 3 clusters Score -957868.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -957959.812500 Penalty: 4491.671875
	Iteration 5Q: 3 clusters Score -957959.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -958054.375000 Penalty: 4491.671875
	Iteration 6Q: 3 clusters Score -958054.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -958150.375000 Penalty: 4491.671875
	Iteration 7Q: 3 clusters Score -958150.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -958259.437500 Penalty: 4491.671875
	Iteration 8Q: 3 clusters Score -958259.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -958389.937500 Penalty: 4491.671875
	Iteration 9Q: 3 clusters Score -958389.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -958538.500000 Penalty: 4491.671875
	Iteration 10Q: 3 clusters Score -958538.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -958722.625000 Penalty: 4491.671875
	Iteration 11Q: 3 clusters Score -958722.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -958924.625000 Penalty: 4491.671875
	Iteration 12Q: 3 clusters Score -958924.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -959114.750000 Penalty: 4491.671875
	Iteration 13Q: 3 clusters Score -959114.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -959274.625000 Penalty: 4491.671875
	Iteration 14Q: 3 clusters Score -959274.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -959402.437500 Penalty: 4491.671875
	Iteration 15Q: 3 clusters Score -959402.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -959502.625000 Penalty: 4491.671875
	Iteration 16Q: 3 clusters Score -959502.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -959588.437500 Penalty: 4491.671875
	Iteration 17Q: 3 clusters Score -959588.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -959646.000000 Penalty: 4491.671875
	Iteration 18Q: 3 clusters Score -959646 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -959687.500000 Penalty: 4491.671875
	Iteration 19Q: 3 clusters Score -959687.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -959713.687500 Penalty: 4491.671875
	Iteration 20F: 3 clusters Score -959713.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -959742.562500 Penalty: 4491.671875
	Iteration 21Q: 3 clusters Score -959742.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -959762.875000 Penalty: 4491.671875
	Iteration 22Q: 3 clusters Score -959762.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -959781.187500 Penalty: 4491.671875
	Iteration 23Q: 3 clusters Score -959781.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -959793.187500 Penalty: 4491.671875
	Iteration 24Q: 3 clusters Score -959793.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -959799.437500 Penalty: 4491.671875
	Iteration 25Q: 3 clusters Score -959799.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -959804.562500 Penalty: 4491.671875
	Iteration 26Q: 3 clusters Score -959804.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -959810.687500 Penalty: 4491.671875
	Iteration 27Q: 3 clusters Score -959810.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -959814.312500 Penalty: 4491.671875
	Iteration 28Q: 3 clusters Score -959814.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -959816.062500 Penalty: 4491.671875
	Iteration 29Q: 3 clusters Score -959816.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -959818.937500 Penalty: 4491.671875
	Iteration 30Q: 3 clusters Score -959818.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -959820.500000 Penalty: 4491.671875
	Iteration 31Q: 3 clusters Score -959820.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -959826.000000 Penalty: 4491.671875
	Iteration 32Q: 3 clusters Score -959826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -959830.125000 Penalty: 4491.671875
	Iteration 33Q: 3 clusters Score -959830.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -959831.750000 Penalty: 4491.671875
	Iteration 34Q: 3 clusters Score -959831.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -959836.000000 Penalty: 4491.671875
	Iteration 35Q: 3 clusters Score -959836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -959836.687500 Penalty: 4491.671875
	Iteration 36Q: 3 clusters Score -959836.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -959839.437500 Penalty: 4491.671875
	Iteration 37Q: 3 clusters Score -959839.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -959843.187500 Penalty: 4491.671875
	Iteration 38Q: 3 clusters Score -959843.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -959850.125000 Penalty: 4491.671875
	Iteration 39Q: 3 clusters Score -959850.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -959850.562500 Penalty: 4491.671875
	Iteration 40F: 3 clusters Score -959850.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -959852.562500 Penalty: 4491.671875
	Iteration 41Q: 3 clusters Score -959852.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -959853.562500 Penalty: 4491.671875
	Iteration 42Q: 3 clusters Score -959853.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -959852.437500 Penalty: 4491.671875
	Iteration 43Q: 3 clusters Score -959852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -959853.937500 Penalty: 4491.671875
	Iteration 44Q: 3 clusters Score -959853.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -959854.937500 Penalty: 4491.671875
	Iteration 45Q: 3 clusters Score -959854.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -959855.562500 Penalty: 4491.671875
	Iteration 46Q: 3 clusters Score -959855.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -959858.062500 Penalty: 4491.671875
	Iteration 47Q: 3 clusters Score -959858.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -959859.000000 Penalty: 4491.671875
	Iteration 48Q: 3 clusters Score -959859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -959857.937500 Penalty: 4491.671875
	Iteration 49Q: 3 clusters Score -959857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -959857.062500 Penalty: 4491.671875
	Iteration 50Q: 3 clusters Score -959857.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -959856.437500 Penalty: 4491.671875
	Iteration 51Q: 3 clusters Score -959856.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -959856.437500 Penalty: 4491.671875
	Iteration 52F: 3 clusters Score -959856.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -266284.093750 Penalty: 1931.989990
	Iteration 0F: 2 clusters Score -266284.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -263415.125000 Penalty: 3863.979980
	Iteration 0F: 3 clusters Score -263415.1 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -263992.218750 Penalty: 3863.979980
	Iteration 1F: 3 clusters Score -263992.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -264272.656250 Penalty: 3863.979980
	Iteration 2F: 3 clusters Score -264272.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -264564.343750 Penalty: 3863.979980
	Iteration 3F: 3 clusters Score -264564.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -264794.406250 Penalty: 3863.979980
	Iteration 4F: 3 clusters Score -264794.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -264988.718750 Penalty: 3863.979980
	Iteration 5F: 3 clusters Score -264988.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -265121.000000 Penalty: 3863.979980
	Iteration 6Q: 3 clusters Score -265121 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -265208.593750 Penalty: 3863.979980
	Iteration 7Q: 3 clusters Score -265208.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -265283.750000 Penalty: 3863.979980
	Iteration 8Q: 3 clusters Score -265283.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -265360.437500 Penalty: 3863.979980
	Iteration 9Q: 3 clusters Score -265360.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -265430.875000 Penalty: 3863.979980
	Iteration 10Q: 3 clusters Score -265430.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -265474.937500 Penalty: 3863.979980
	Iteration 11Q: 3 clusters Score -265474.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -265503.593750 Penalty: 3863.979980
	Iteration 12Q: 3 clusters Score -265503.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -265527.812500 Penalty: 3863.979980
	Iteration 13Q: 3 clusters Score -265527.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -265558.062500 Penalty: 3863.979980
	Iteration 14Q: 3 clusters Score -265558.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -265587.906250 Penalty: 3863.979980
	Iteration 15Q: 3 clusters Score -265587.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -265615.968750 Penalty: 3863.979980
	Iteration 16Q: 3 clusters Score -265616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -265642.812500 Penalty: 3863.979980
	Iteration 17Q: 3 clusters Score -265642.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -265660.281250 Penalty: 3863.979980
	Iteration 18Q: 3 clusters Score -265660.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -265666.937500 Penalty: 3863.979980
	Iteration 19Q: 3 clusters Score -265666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -265670.843750 Penalty: 3863.979980
	Iteration 20F: 3 clusters Score -265670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -265670.968750 Penalty: 3863.979980
	Iteration 21Q: 3 clusters Score -265671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -265670.968750 Penalty: 3863.979980
	Iteration 22F: 3 clusters Score -265671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -126396.109375 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -126396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -124298.375000 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -124298.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -124614.390625 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -124614.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -124718.414062 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -124718.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -124780.578125 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -124780.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -124811.101562 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -124811.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -124827.671875 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -124827.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -124842.296875 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -124842.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -124855.500000 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -124855.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -124869.601562 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -124869.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124879.125000 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -124879.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -124885.914062 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -124885.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -124894.843750 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -124894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -124899.328125 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -124899.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -124905.359375 Penalty: 3519.563232
	Iteration 13Q: 3 clusters Score -124905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -124908.671875 Penalty: 3519.563232
	Iteration 14Q: 3 clusters Score -124908.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -124913.921875 Penalty: 3519.563232
	Iteration 15Q: 3 clusters Score -124913.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -124917.867188 Penalty: 3519.563232
	Iteration 16Q: 3 clusters Score -124917.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -124921.093750 Penalty: 3519.563232
	Iteration 17Q: 3 clusters Score -124921.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -124925.789062 Penalty: 3519.563232
	Iteration 18Q: 3 clusters Score -124925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -124929.718750 Penalty: 3519.563232
	Iteration 19Q: 3 clusters Score -124929.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -124934.296875 Penalty: 3519.563232
	Iteration 20F: 3 clusters Score -124934.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -124937.914062 Penalty: 3519.563232
	Iteration 21Q: 3 clusters Score -124937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -124940.945312 Penalty: 3519.563232
	Iteration 22Q: 3 clusters Score -124940.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -124942.695312 Penalty: 3519.563232
	Iteration 23Q: 3 clusters Score -124942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -124943.507812 Penalty: 3519.563232
	Iteration 24Q: 3 clusters Score -124943.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -124943.507812 Penalty: 3519.563232
	Iteration 25F: 3 clusters Score -124943.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -60726.781250 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -60726.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59097.742188 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -59097.74 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59319.582031 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -59319.58 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -59378.652344 Penalty: 3189.140869
	Iteration 2Q: 3 clusters Score -59378.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -59433.242188 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -59433.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59496.925781 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -59496.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59552.261719 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -59552.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -59636.722656 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -59636.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59703.503906 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -59703.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59756.035156 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -59756.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -59779.785156 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -59779.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -59787.996094 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -59788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -59796.898438 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -59796.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -59802.191406 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -59802.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59803.410156 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -59803.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59808.367188 Penalty: 3189.140869
	Iteration 14Q: 3 clusters Score -59808.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -59817.035156 Penalty: 3189.140869
	Iteration 15Q: 3 clusters Score -59817.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -59825.226562 Penalty: 3189.140869
	Iteration 16Q: 3 clusters Score -59825.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -59831.269531 Penalty: 3189.140869
	Iteration 17Q: 3 clusters Score -59831.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -59835.261719 Penalty: 3189.140869
	Iteration 18Q: 3 clusters Score -59835.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59840.953125 Penalty: 3189.140869
	Iteration 19Q: 3 clusters Score -59840.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -59842.710938 Penalty: 3189.140869
	Iteration 20F: 3 clusters Score -59842.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Entering Unmasked Estep 
Score: -110672.343750 Penalty: 1747.136475
	Iteration 0F: 2 clusters Score -110672.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -108838.492188 Penalty: 3494.272949
	Iteration 0F: 3 clusters Score -108838.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -109641.773438 Penalty: 3494.272949
	Iteration 1F: 3 clusters Score -109641.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -109925.867188 Penalty: 3494.272949
	Iteration 2F: 3 clusters Score -109925.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -110121.242188 Penalty: 3494.272949
	Iteration 3F: 3 clusters Score -110121.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -110304.429688 Penalty: 3494.272949
	Iteration 4F: 3 clusters Score -110304.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -110413.734375 Penalty: 3494.272949
	Iteration 5Q: 3 clusters Score -110413.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -110504.609375 Penalty: 3494.272949
	Iteration 6Q: 3 clusters Score -110504.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -110617.515625 Penalty: 3494.272949
	Iteration 7Q: 3 clusters Score -110617.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -110684.437500 Penalty: 3494.272949
	Iteration 8Q: 3 clusters Score -110684.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -110739.195312 Penalty: 3494.272949
	Iteration 9Q: 3 clusters Score -110739.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -110807.148438 Penalty: 3494.272949
	Iteration 10Q: 3 clusters Score -110807.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -110914.453125 Penalty: 3494.272949
	Iteration 11Q: 3 clusters Score -110914.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -111146.250000 Penalty: 3494.272949
	Iteration 12Q: 3 clusters Score -111146.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -111343.882812 Penalty: 3494.272949
	Iteration 13Q: 3 clusters Score -111343.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -111392.921875 Penalty: 3494.272949
	Iteration 14Q: 3 clusters Score -111392.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -111434.226562 Penalty: 3494.272949
	Iteration 15Q: 3 clusters Score -111434.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -111483.039062 Penalty: 3494.272949
	Iteration 16Q: 3 clusters Score -111483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -111569.242188 Penalty: 3494.272949
	Iteration 17Q: 3 clusters Score -111569.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -111814.875000 Penalty: 3494.272949
	Iteration 18Q: 3 clusters Score -111814.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -112321.320312 Penalty: 3494.272949
	Iteration 19Q: 3 clusters Score -112321.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -113306.351562 Penalty: 3494.272949
	Iteration 20F: 3 clusters Score -113306.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -113396.421875 Penalty: 3494.272949
	Iteration 21Q: 3 clusters Score -113396.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -113420.000000 Penalty: 3494.272949
	Iteration 22Q: 3 clusters Score -113420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -113420.000000 Penalty: 3494.272949
	Iteration 23F: 3 clusters Score -113420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329301 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115214 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102999 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84991 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 345 members 
Mstep: Class 24 contains 802 members 
Entering Unmasked Estep 
Score: -98001760.000000 Penalty: 81609.500000
Splitting cluster 23 changes total score from -98000656.000000 to -98001760.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329301 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115214 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37239 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 102999 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84991 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98001768.000000 Penalty: 81609.500000
Iteration 149F: 25 clusters Score -9.800177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329301 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115214 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37237 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 103000 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84991 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 345 members 
Mstep: Class 24 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98001760.000000 Penalty: 81609.500000
Iteration 150Q: 25 clusters Score -9.800176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329301 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57968 members 
Mstep: Class 4 contains 115212 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37237 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 103002 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84991 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 345 members 
Mstep: Class 24 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98001768.000000 Penalty: 81609.500000
Iteration 151Q: 25 clusters Score -9.800177e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329303 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115212 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37236 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 103002 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84991 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 345 members 
Mstep: Class 24 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98001768.000000 Penalty: 81609.500000
Iteration 152Q: 25 clusters Score -9.800177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329302 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115212 members 
Mstep: Class 5 contains 45217 members 
Mstep: Class 6 contains 37236 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 103005 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84990 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 345 members 
Mstep: Class 24 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98001768.000000 Penalty: 81609.500000
Iteration 153Q: 25 clusters Score -9.800177e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329301 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115212 members 
Mstep: Class 5 contains 45217 members 
Mstep: Class 6 contains 37236 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 103006 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84990 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 345 members 
Mstep: Class 24 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98001776.000000 Penalty: 81609.500000
Iteration 154Q: 25 clusters Score -9.800178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329300 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115212 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37236 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 103006 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42729 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84990 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 345 members 
Mstep: Class 24 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98001784.000000 Penalty: 81609.500000
Iteration 155Q: 25 clusters Score -9.800178e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329299 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115212 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37236 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 103006 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42730 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84990 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 345 members 
Mstep: Class 24 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98001776.000000 Penalty: 81609.500000
Iteration 156Q: 25 clusters Score -9.800178e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 329299 members 
Mstep: Class 2 contains 7087 members 
Mstep: Class 3 contains 57967 members 
Mstep: Class 4 contains 115212 members 
Mstep: Class 5 contains 45218 members 
Mstep: Class 6 contains 37236 members 
Mstep: Class 7 contains 26468 members 
Mstep: Class 8 contains 2434 members 
Mstep: Class 9 contains 22018 members 
Mstep: Class 10 contains 137 members 
Mstep: Class 11 contains 103006 members 
Mstep: Class 12 contains 387 members 
Mstep: Class 13 contains 42730 members 
Mstep: Class 14 contains 5276 members 
Mstep: Class 15 contains 84990 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 3981 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 620 members 
Mstep: Class 23 contains 345 members 
Mstep: Class 24 contains 802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98001776.000000 Penalty: 81609.500000
Iteration 157F: 25 clusters Score -9.800178e+07 nChanged 0
Entering ConstructFrom: 
Score: -98001776.000000 Penalty: 81609.500000
Entering ConstructFrom: 
Trying to split cluster 1 (329299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329299 members 
Entering Unmasked Estep 
Score: -36372244.000000 Penalty: 3150.770996
	Iteration 0F: 2 clusters Score -3.637224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164413 members 
Mstep: Class 2 contains 164886 members 
Entering Unmasked Estep 
Score: -36196436.000000 Penalty: 6301.541992
	Iteration 0F: 3 clusters Score -3.619644e+07 nChanged 159704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158417 members 
Mstep: Class 2 contains 170882 members 
Entering Unmasked Estep 
Score: -36293004.000000 Penalty: 6301.541992
	Iteration 1F: 3 clusters Score -3.6293e+07 nChanged 9586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154345 members 
Mstep: Class 2 contains 174954 members 
Entering Unmasked Estep 
Score: -36295128.000000 Penalty: 6301.541992
	Iteration 2Q: 3 clusters Score -3.629513e+07 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148471 members 
Mstep: Class 2 contains 180828 members 
Entering Unmasked Estep 
Score: -36298140.000000 Penalty: 6301.541992
	Iteration 3Q: 3 clusters Score -3.629814e+07 nChanged 13666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140121 members 
Mstep: Class 2 contains 189178 members 
Entering Unmasked Estep 
Score: -36302452.000000 Penalty: 6301.541992
	Iteration 4Q: 3 clusters Score -3.630245e+07 nChanged 16154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128909 members 
Mstep: Class 2 contains 200390 members 
Entering Unmasked Estep 
Score: -36308528.000000 Penalty: 6301.541992
	Iteration 5Q: 3 clusters Score -3.630853e+07 nChanged 18752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114879 members 
Mstep: Class 2 contains 214420 members 
Entering Unmasked Estep 
Score: -36317708.000000 Penalty: 6301.541992
	Iteration 6F: 3 clusters Score -3.631771e+07 nChanged 20155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99250 members 
Mstep: Class 2 contains 230049 members 
Entering Unmasked Estep 
Score: -36328740.000000 Penalty: 6301.541992
	Iteration 7F: 3 clusters Score -3.632874e+07 nChanged 19549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84643 members 
Mstep: Class 2 contains 244656 members 
Entering Unmasked Estep 
Score: -36342052.000000 Penalty: 6301.541992
	Iteration 8F: 3 clusters Score -3.634205e+07 nChanged 17124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 255760 members 
Entering Unmasked Estep 
Score: -36354076.000000 Penalty: 6301.541992
	Iteration 9F: 3 clusters Score -3.635408e+07 nChanged 13849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 262035 members 
Entering Unmasked Estep 
Score: -36363188.000000 Penalty: 6301.541992
	Iteration 10Q: 3 clusters Score -3.636319e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63898 members 
Mstep: Class 2 contains 265401 members 
Entering Unmasked Estep 
Score: -36367212.000000 Penalty: 6301.541992
	Iteration 11Q: 3 clusters Score -3.636721e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61335 members 
Mstep: Class 2 contains 267964 members 
Entering Unmasked Estep 
Score: -36368700.000000 Penalty: 6301.541992
	Iteration 12Q: 3 clusters Score -3.63687e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 270514 members 
Entering Unmasked Estep 
Score: -36370124.000000 Penalty: 6301.541992
	Iteration 13Q: 3 clusters Score -3.637012e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 273143 members 
Entering Unmasked Estep 
Score: -36371016.000000 Penalty: 6301.541992
	Iteration 14Q: 3 clusters Score -3.637102e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 275740 members 
Entering Unmasked Estep 
Score: -36371988.000000 Penalty: 6301.541992
	Iteration 15Q: 3 clusters Score -3.637199e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 278272 members 
Entering Unmasked Estep 
Score: -36372796.000000 Penalty: 6301.541992
	Iteration 16Q: 3 clusters Score -3.63728e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 280848 members 
Entering Unmasked Estep 
Score: -36373740.000000 Penalty: 6301.541992
	Iteration 17Q: 3 clusters Score -3.637374e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 283576 members 
Entering Unmasked Estep 
Score: -36374780.000000 Penalty: 6301.541992
	Iteration 18Q: 3 clusters Score -3.637478e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 286384 members 
Entering Unmasked Estep 
Score: -36376392.000000 Penalty: 6301.541992
	Iteration 19Q: 3 clusters Score -3.637639e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 289258 members 
Entering Unmasked Estep 
Score: -36377360.000000 Penalty: 6301.541992
	Iteration 20F: 3 clusters Score -3.637736e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 292079 members 
Entering Unmasked Estep 
Score: -36377596.000000 Penalty: 6301.541992
	Iteration 21Q: 3 clusters Score -3.63776e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 294672 members 
Entering Unmasked Estep 
Score: -36377860.000000 Penalty: 6301.541992
	Iteration 22Q: 3 clusters Score -3.637786e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 297103 members 
Entering Unmasked Estep 
Score: -36378660.000000 Penalty: 6301.541992
	Iteration 23Q: 3 clusters Score -3.637866e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 299360 members 
Entering Unmasked Estep 
Score: -36378852.000000 Penalty: 6301.541992
	Iteration 24Q: 3 clusters Score -3.637885e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 301539 members 
Entering Unmasked Estep 
Score: -36379028.000000 Penalty: 6301.541992
	Iteration 25Q: 3 clusters Score -3.637903e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 303585 members 
Entering Unmasked Estep 
Score: -36378880.000000 Penalty: 6301.541992
	Iteration 26Q: 3 clusters Score -3.637888e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 305505 members 
Entering Unmasked Estep 
Score: -36378984.000000 Penalty: 6301.541992
	Iteration 27Q: 3 clusters Score -3.637898e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 307341 members 
Entering Unmasked Estep 
Score: -36378800.000000 Penalty: 6301.541992
	Iteration 28Q: 3 clusters Score -3.63788e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 309078 members 
Entering Unmasked Estep 
Score: -36378564.000000 Penalty: 6301.541992
	Iteration 29Q: 3 clusters Score -3.637856e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 310714 members 
Entering Unmasked Estep 
Score: -36377940.000000 Penalty: 6301.541992
	Iteration 30Q: 3 clusters Score -3.637794e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 312209 members 
Entering Unmasked Estep 
Score: -36377456.000000 Penalty: 6301.541992
	Iteration 31Q: 3 clusters Score -3.637746e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 313533 members 
Entering Unmasked Estep 
Score: -36377180.000000 Penalty: 6301.541992
	Iteration 32Q: 3 clusters Score -3.637718e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 314819 members 
Entering Unmasked Estep 
Score: -36376812.000000 Penalty: 6301.541992
	Iteration 33Q: 3 clusters Score -3.637681e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 316045 members 
Entering Unmasked Estep 
Score: -36376300.000000 Penalty: 6301.541992
	Iteration 34Q: 3 clusters Score -3.63763e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 317152 members 
Entering Unmasked Estep 
Score: -36375992.000000 Penalty: 6301.541992
	Iteration 35Q: 3 clusters Score -3.637599e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 318177 members 
Entering Unmasked Estep 
Score: -36375648.000000 Penalty: 6301.541992
	Iteration 36Q: 3 clusters Score -3.637565e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 319142 members 
Entering Unmasked Estep 
Score: -36375176.000000 Penalty: 6301.541992
	Iteration 37Q: 3 clusters Score -3.637518e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 320018 members 
Entering Unmasked Estep 
Score: -36374764.000000 Penalty: 6301.541992
	Iteration 38Q: 3 clusters Score -3.637476e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 320818 members 
Entering Unmasked Estep 
Score: -36374368.000000 Penalty: 6301.541992
	Iteration 39Q: 3 clusters Score -3.637437e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 321498 members 
Entering Unmasked Estep 
Score: -36374128.000000 Penalty: 6301.541992
	Iteration 40F: 3 clusters Score -3.637413e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 322159 members 
Entering Unmasked Estep 
Score: -36373648.000000 Penalty: 6301.541992
	Iteration 41Q: 3 clusters Score -3.637365e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 322722 members 
Entering Unmasked Estep 
Score: -36373368.000000 Penalty: 6301.541992
	Iteration 42Q: 3 clusters Score -3.637337e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 323204 members 
Entering Unmasked Estep 
Score: -36373060.000000 Penalty: 6301.541992
	Iteration 43Q: 3 clusters Score -3.637306e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 323657 members 
Entering Unmasked Estep 
Score: -36372804.000000 Penalty: 6301.541992
	Iteration 44Q: 3 clusters Score -3.63728e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 324071 members 
Entering Unmasked Estep 
Score: -36372612.000000 Penalty: 6301.541992
	Iteration 45Q: 3 clusters Score -3.637261e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 324437 members 
Entering Unmasked Estep 
Score: -36372456.000000 Penalty: 6301.541992
	Iteration 46Q: 3 clusters Score -3.637246e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 324773 members 
Entering Unmasked Estep 
Score: -36372272.000000 Penalty: 6301.541992
	Iteration 47Q: 3 clusters Score -3.637227e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 325063 members 
Entering Unmasked Estep 
Score: -36372168.000000 Penalty: 6301.541992
	Iteration 48Q: 3 clusters Score -3.637217e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 325308 members 
Entering Unmasked Estep 
Score: -36371976.000000 Penalty: 6301.541992
	Iteration 49Q: 3 clusters Score -3.637198e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 325520 members 
Entering Unmasked Estep 
Score: -36371820.000000 Penalty: 6301.541992
	Iteration 50Q: 3 clusters Score -3.637182e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 325717 members 
Entering Unmasked Estep 
Score: -36371716.000000 Penalty: 6301.541992
	Iteration 51Q: 3 clusters Score -3.637172e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 325891 members 
Entering Unmasked Estep 
Score: -36371644.000000 Penalty: 6301.541992
	Iteration 52Q: 3 clusters Score -3.637164e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 326051 members 
Entering Unmasked Estep 
Score: -36371624.000000 Penalty: 6301.541992
	Iteration 53Q: 3 clusters Score -3.637162e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 326204 members 
Entering Unmasked Estep 
Score: -36371640.000000 Penalty: 6301.541992
	Iteration 54Q: 3 clusters Score -3.637164e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 326358 members 
Entering Unmasked Estep 
Score: -36371612.000000 Penalty: 6301.541992
	Iteration 55Q: 3 clusters Score -3.637161e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 326465 members 
Entering Unmasked Estep 
Score: -36371612.000000 Penalty: 6301.541992
	Iteration 56Q: 3 clusters Score -3.637161e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 326548 members 
Entering Unmasked Estep 
Score: -36371604.000000 Penalty: 6301.541992
	Iteration 57Q: 3 clusters Score -3.63716e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 326626 members 
Entering Unmasked Estep 
Score: -36371540.000000 Penalty: 6301.541992
	Iteration 58Q: 3 clusters Score -3.637154e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 326702 members 
Entering Unmasked Estep 
Score: -36371512.000000 Penalty: 6301.541992
	Iteration 59Q: 3 clusters Score -3.637151e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 326759 members 
Entering Unmasked Estep 
Score: -36371452.000000 Penalty: 6301.541992
	Iteration 60F: 3 clusters Score -3.637145e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 326803 members 
Entering Unmasked Estep 
Score: -36371436.000000 Penalty: 6301.541992
	Iteration 61Q: 3 clusters Score -3.637144e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 326838 members 
Entering Unmasked Estep 
Score: -36371416.000000 Penalty: 6301.541992
	Iteration 62Q: 3 clusters Score -3.637142e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 326881 members 
Entering Unmasked Estep 
Score: -36371400.000000 Penalty: 6301.541992
	Iteration 63Q: 3 clusters Score -3.63714e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 326920 members 
Entering Unmasked Estep 
Score: -36371396.000000 Penalty: 6301.541992
	Iteration 64Q: 3 clusters Score -3.63714e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 326950 members 
Entering Unmasked Estep 
Score: -36371352.000000 Penalty: 6301.541992
	Iteration 65Q: 3 clusters Score -3.637135e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 326985 members 
Entering Unmasked Estep 
Score: -36371384.000000 Penalty: 6301.541992
	Iteration 66Q: 3 clusters Score -3.637138e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 327030 members 
Entering Unmasked Estep 
Score: -36371388.000000 Penalty: 6301.541992
	Iteration 67Q: 3 clusters Score -3.637139e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 327071 members 
Entering Unmasked Estep 
Score: -36371388.000000 Penalty: 6301.541992
	Iteration 68Q: 3 clusters Score -3.637139e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 327103 members 
Entering Unmasked Estep 
Score: -36371404.000000 Penalty: 6301.541992
	Iteration 69Q: 3 clusters Score -3.63714e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 327133 members 
Entering Unmasked Estep 
Score: -36371356.000000 Penalty: 6301.541992
	Iteration 70Q: 3 clusters Score -3.637136e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 327164 members 
Entering Unmasked Estep 
Score: -36371352.000000 Penalty: 6301.541992
	Iteration 71Q: 3 clusters Score -3.637135e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 327192 members 
Entering Unmasked Estep 
Score: -36371360.000000 Penalty: 6301.541992
	Iteration 72Q: 3 clusters Score -3.637136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 327208 members 
Entering Unmasked Estep 
Score: -36371328.000000 Penalty: 6301.541992
	Iteration 73Q: 3 clusters Score -3.637133e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 327223 members 
Entering Unmasked Estep 
Score: -36371356.000000 Penalty: 6301.541992
	Iteration 74Q: 3 clusters Score -3.637136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 327234 members 
Entering Unmasked Estep 
Score: -36371360.000000 Penalty: 6301.541992
	Iteration 75Q: 3 clusters Score -3.637136e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 327257 members 
Entering Unmasked Estep 
Score: -36371348.000000 Penalty: 6301.541992
	Iteration 76Q: 3 clusters Score -3.637135e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 327277 members 
Entering Unmasked Estep 
Score: -36371364.000000 Penalty: 6301.541992
	Iteration 77Q: 3 clusters Score -3.637136e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 327292 members 
Entering Unmasked Estep 
Score: -36371320.000000 Penalty: 6301.541992
	Iteration 78Q: 3 clusters Score -3.637132e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 327314 members 
Entering Unmasked Estep 
Score: -36371340.000000 Penalty: 6301.541992
	Iteration 79Q: 3 clusters Score -3.637134e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 327336 members 
Entering Unmasked Estep 
Score: -36371332.000000 Penalty: 6301.541992
	Iteration 80F: 3 clusters Score -3.637133e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 327342 members 
Entering Unmasked Estep 
Score: -36371324.000000 Penalty: 6301.541992
	Iteration 81Q: 3 clusters Score -3.637132e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 327356 members 
Entering Unmasked Estep 
Score: -36371300.000000 Penalty: 6301.541992
	Iteration 82Q: 3 clusters Score -3.63713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 327364 members 
Entering Unmasked Estep 
Score: -36371332.000000 Penalty: 6301.541992
	Iteration 83Q: 3 clusters Score -3.637133e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 327374 members 
Entering Unmasked Estep 
Score: -36371328.000000 Penalty: 6301.541992
	Iteration 84Q: 3 clusters Score -3.637133e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 327381 members 
Entering Unmasked Estep 
Score: -36371324.000000 Penalty: 6301.541992
	Iteration 85Q: 3 clusters Score -3.637132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 327388 members 
Entering Unmasked Estep 
Score: -36371356.000000 Penalty: 6301.541992
	Iteration 86Q: 3 clusters Score -3.637136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 327395 members 
Entering Unmasked Estep 
Score: -36371364.000000 Penalty: 6301.541992
	Iteration 87Q: 3 clusters Score -3.637136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 327397 members 
Entering Unmasked Estep 
Score: -36371332.000000 Penalty: 6301.541992
	Iteration 88Q: 3 clusters Score -3.637133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 327398 members 
Entering Unmasked Estep 
Score: -36371344.000000 Penalty: 6301.541992
	Iteration 89Q: 3 clusters Score -3.637134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 327400 members 
Entering Unmasked Estep 
Score: -36371352.000000 Penalty: 6301.541992
	Iteration 90Q: 3 clusters Score -3.637135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 327400 members 
Entering Unmasked Estep 
Score: -36371336.000000 Penalty: 6301.541992
	Iteration 91Q: 3 clusters Score -3.637134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 327399 members 
Entering Unmasked Estep 
Score: -36371340.000000 Penalty: 6301.541992
	Iteration 92Q: 3 clusters Score -3.637134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 327401 members 
Entering Unmasked Estep 
Score: -36371324.000000 Penalty: 6301.541992
	Iteration 93Q: 3 clusters Score -3.637132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 327405 members 
Entering Unmasked Estep 
Score: -36371328.000000 Penalty: 6301.541992
	Iteration 94Q: 3 clusters Score -3.637133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 327410 members 
Entering Unmasked Estep 
Score: -36371344.000000 Penalty: 6301.541992
	Iteration 95Q: 3 clusters Score -3.637134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 327416 members 
Entering Unmasked Estep 
Score: -36371348.000000 Penalty: 6301.541992
	Iteration 96Q: 3 clusters Score -3.637135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 327421 members 
Entering Unmasked Estep 
Score: -36371328.000000 Penalty: 6301.541992
	Iteration 97Q: 3 clusters Score -3.637133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 327428 members 
Entering Unmasked Estep 
Score: -36371316.000000 Penalty: 6301.541992
	Iteration 98Q: 3 clusters Score -3.637132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 327432 members 
Entering Unmasked Estep 
Score: -36371280.000000 Penalty: 6301.541992
	Iteration 99Q: 3 clusters Score -3.637128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 327433 members 
Entering Unmasked Estep 
Score: -36371296.000000 Penalty: 6301.541992
	Iteration 100F: 3 clusters Score -3.63713e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 327434 members 
Entering Unmasked Estep 
Score: -36371312.000000 Penalty: 6301.541992
	Iteration 101Q: 3 clusters Score -3.637131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 327433 members 
Entering Unmasked Estep 
Score: -36371320.000000 Penalty: 6301.541992
	Iteration 102Q: 3 clusters Score -3.637132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 327436 members 
Entering Unmasked Estep 
Score: -36371324.000000 Penalty: 6301.541992
	Iteration 103Q: 3 clusters Score -3.637132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 327437 members 
Entering Unmasked Estep 
Score: -36371352.000000 Penalty: 6301.541992
	Iteration 104Q: 3 clusters Score -3.637135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 327438 members 
Entering Unmasked Estep 
Score: -36371332.000000 Penalty: 6301.541992
	Iteration 105Q: 3 clusters Score -3.637133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 327438 members 
Entering Unmasked Estep 
Score: -36371340.000000 Penalty: 6301.541992
	Iteration 106Q: 3 clusters Score -3.637134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 327439 members 
Entering Unmasked Estep 
Score: -36371320.000000 Penalty: 6301.541992
	Iteration 107Q: 3 clusters Score -3.637132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 327437 members 
Entering Unmasked Estep 
Score: -36371336.000000 Penalty: 6301.541992
	Iteration 108Q: 3 clusters Score -3.637134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 327436 members 
Entering Unmasked Estep 
Score: -36371332.000000 Penalty: 6301.541992
	Iteration 109Q: 3 clusters Score -3.637133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 327436 members 
Entering Unmasked Estep 
Score: -36371332.000000 Penalty: 6301.541992
	Iteration 110F: 3 clusters Score -3.637133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Entering Unmasked Estep 
Score: -778222.812500 Penalty: 2198.772217
	Iteration 0F: 2 clusters Score -778222.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -772368.750000 Penalty: 4397.544434
	Iteration 0F: 3 clusters Score -772368.8 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -773852.625000 Penalty: 4397.544434
	Iteration 1F: 3 clusters Score -773852.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -774103.437500 Penalty: 4397.544434
	Iteration 2F: 3 clusters Score -774103.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -774255.687500 Penalty: 4397.544434
	Iteration 3Q: 3 clusters Score -774255.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -774372.187500 Penalty: 4397.544434
	Iteration 4Q: 3 clusters Score -774372.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -774466.062500 Penalty: 4397.544434
	Iteration 5Q: 3 clusters Score -774466.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -774546.062500 Penalty: 4397.544434
	Iteration 6Q: 3 clusters Score -774546.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -774615.187500 Penalty: 4397.544434
	Iteration 7Q: 3 clusters Score -774615.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -774688.000000 Penalty: 4397.544434
	Iteration 8Q: 3 clusters Score -774688 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -774760.812500 Penalty: 4397.544434
	Iteration 9Q: 3 clusters Score -774760.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -774827.250000 Penalty: 4397.544434
	Iteration 10Q: 3 clusters Score -774827.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -774884.437500 Penalty: 4397.544434
	Iteration 11Q: 3 clusters Score -774884.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -774945.750000 Penalty: 4397.544434
	Iteration 12Q: 3 clusters Score -774945.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -775018.250000 Penalty: 4397.544434
	Iteration 13Q: 3 clusters Score -775018.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -775108.375000 Penalty: 4397.544434
	Iteration 14Q: 3 clusters Score -775108.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -775211.437500 Penalty: 4397.544434
	Iteration 15Q: 3 clusters Score -775211.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -775297.937500 Penalty: 4397.544434
	Iteration 16Q: 3 clusters Score -775297.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -775377.625000 Penalty: 4397.544434
	Iteration 17Q: 3 clusters Score -775377.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -775448.187500 Penalty: 4397.544434
	Iteration 18Q: 3 clusters Score -775448.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -775535.125000 Penalty: 4397.544434
	Iteration 19Q: 3 clusters Score -775535.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -775616.750000 Penalty: 4397.544434
	Iteration 20F: 3 clusters Score -775616.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -775680.875000 Penalty: 4397.544434
	Iteration 21Q: 3 clusters Score -775680.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -775733.937500 Penalty: 4397.544434
	Iteration 22Q: 3 clusters Score -775733.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -775787.875000 Penalty: 4397.544434
	Iteration 23Q: 3 clusters Score -775787.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -775826.187500 Penalty: 4397.544434
	Iteration 24Q: 3 clusters Score -775826.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -775849.562500 Penalty: 4397.544434
	Iteration 25Q: 3 clusters Score -775849.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -775869.562500 Penalty: 4397.544434
	Iteration 26Q: 3 clusters Score -775869.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -775885.812500 Penalty: 4397.544434
	Iteration 27Q: 3 clusters Score -775885.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -775897.312500 Penalty: 4397.544434
	Iteration 28Q: 3 clusters Score -775897.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -775906.375000 Penalty: 4397.544434
	Iteration 29Q: 3 clusters Score -775906.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -775918.312500 Penalty: 4397.544434
	Iteration 30Q: 3 clusters Score -775918.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -775929.812500 Penalty: 4397.544434
	Iteration 31Q: 3 clusters Score -775929.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -775936.812500 Penalty: 4397.544434
	Iteration 32Q: 3 clusters Score -775936.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -775944.687500 Penalty: 4397.544434
	Iteration 33Q: 3 clusters Score -775944.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -775953.375000 Penalty: 4397.544434
	Iteration 34Q: 3 clusters Score -775953.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -775957.437500 Penalty: 4397.544434
	Iteration 35Q: 3 clusters Score -775957.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -775960.687500 Penalty: 4397.544434
	Iteration 36Q: 3 clusters Score -775960.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -775962.625000 Penalty: 4397.544434
	Iteration 37Q: 3 clusters Score -775962.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -775962.187500 Penalty: 4397.544434
	Iteration 38Q: 3 clusters Score -775962.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -775964.937500 Penalty: 4397.544434
	Iteration 39Q: 3 clusters Score -775964.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -775965.812500 Penalty: 4397.544434
	Iteration 40F: 3 clusters Score -775965.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -775969.437500 Penalty: 4397.544434
	Iteration 41Q: 3 clusters Score -775969.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -775975.125000 Penalty: 4397.544434
	Iteration 42Q: 3 clusters Score -775975.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -775977.812500 Penalty: 4397.544434
	Iteration 43Q: 3 clusters Score -775977.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -775981.500000 Penalty: 4397.544434
	Iteration 44Q: 3 clusters Score -775981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -775981.375000 Penalty: 4397.544434
	Iteration 45Q: 3 clusters Score -775981.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -775983.937500 Penalty: 4397.544434
	Iteration 46Q: 3 clusters Score -775983.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -775985.687500 Penalty: 4397.544434
	Iteration 47Q: 3 clusters Score -775985.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -775985.437500 Penalty: 4397.544434
	Iteration 48Q: 3 clusters Score -775985.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -775986.250000 Penalty: 4397.544434
	Iteration 49Q: 3 clusters Score -775986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -775986.062500 Penalty: 4397.544434
	Iteration 50Q: 3 clusters Score -775986.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -775986.000000 Penalty: 4397.544434
	Iteration 51Q: 3 clusters Score -775986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -775986.687500 Penalty: 4397.544434
	Iteration 52Q: 3 clusters Score -775986.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -775986.687500 Penalty: 4397.544434
	Iteration 53F: 3 clusters Score -775986.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Entering Unmasked Estep 
Score: -6473999.500000 Penalty: 2719.972168
	Iteration 0F: 2 clusters Score -6474000 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 28756 members 
Entering Unmasked Estep 
Score: -6434943.000000 Penalty: 5439.944336
	Iteration 0F: 3 clusters Score -6434943 nChanged 27038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -6450590.500000 Penalty: 5439.944336
	Iteration 1F: 3 clusters Score -6450590 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -6451785.500000 Penalty: 5439.944336
	Iteration 2Q: 3 clusters Score -6451786 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -6453422.000000 Penalty: 5439.944336
	Iteration 3F: 3 clusters Score -6453422 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -6455732.000000 Penalty: 5439.944336
	Iteration 4F: 3 clusters Score -6455732 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -6458760.500000 Penalty: 5439.944336
	Iteration 5F: 3 clusters Score -6458760 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -6462279.500000 Penalty: 5439.944336
	Iteration 6F: 3 clusters Score -6462280 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -6465857.000000 Penalty: 5439.944336
	Iteration 7F: 3 clusters Score -6465857 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -6468642.000000 Penalty: 5439.944336
	Iteration 8Q: 3 clusters Score -6468642 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -6470085.000000 Penalty: 5439.944336
	Iteration 9Q: 3 clusters Score -6470085 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -6470716.500000 Penalty: 5439.944336
	Iteration 10Q: 3 clusters Score -6470716 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -6471116.000000 Penalty: 5439.944336
	Iteration 11Q: 3 clusters Score -6471116 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53262 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -6471324.500000 Penalty: 5439.944336
	Iteration 12Q: 3 clusters Score -6471324 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53598 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -6471504.000000 Penalty: 5439.944336
	Iteration 13Q: 3 clusters Score -6471504 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -6471631.500000 Penalty: 5439.944336
	Iteration 14Q: 3 clusters Score -6471632 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -6471749.500000 Penalty: 5439.944336
	Iteration 15Q: 3 clusters Score -6471750 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54335 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -6471828.000000 Penalty: 5439.944336
	Iteration 16Q: 3 clusters Score -6471828 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54500 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -6471898.500000 Penalty: 5439.944336
	Iteration 17Q: 3 clusters Score -6471898 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6471944.500000 Penalty: 5439.944336
	Iteration 18Q: 3 clusters Score -6471944 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -6471989.000000 Penalty: 5439.944336
	Iteration 19Q: 3 clusters Score -6471989 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54884 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -6472002.500000 Penalty: 5439.944336
	Iteration 20F: 3 clusters Score -6472002 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54972 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -6472016.500000 Penalty: 5439.944336
	Iteration 21Q: 3 clusters Score -6472016 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55035 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -6472049.000000 Penalty: 5439.944336
	Iteration 22Q: 3 clusters Score -6472049 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -6472055.500000 Penalty: 5439.944336
	Iteration 23Q: 3 clusters Score -6472056 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -6472074.000000 Penalty: 5439.944336
	Iteration 24Q: 3 clusters Score -6472074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -6472086.500000 Penalty: 5439.944336
	Iteration 25Q: 3 clusters Score -6472086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -6472099.000000 Penalty: 5439.944336
	Iteration 26Q: 3 clusters Score -6472099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -6472096.000000 Penalty: 5439.944336
	Iteration 27Q: 3 clusters Score -6472096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -6472099.000000 Penalty: 5439.944336
	Iteration 28Q: 3 clusters Score -6472099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -6472105.500000 Penalty: 5439.944336
	Iteration 29Q: 3 clusters Score -6472106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -6472102.500000 Penalty: 5439.944336
	Iteration 30Q: 3 clusters Score -6472102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6472100.000000 Penalty: 5439.944336
	Iteration 31Q: 3 clusters Score -6472100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -6472110.000000 Penalty: 5439.944336
	Iteration 32Q: 3 clusters Score -6472110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6472112.000000 Penalty: 5439.944336
	Iteration 33Q: 3 clusters Score -6472112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6472106.000000 Penalty: 5439.944336
	Iteration 34Q: 3 clusters Score -6472106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -6472101.000000 Penalty: 5439.944336
	Iteration 35Q: 3 clusters Score -6472101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -6472100.500000 Penalty: 5439.944336
	Iteration 36Q: 3 clusters Score -6472100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55406 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -6472115.500000 Penalty: 5439.944336
	Iteration 37Q: 3 clusters Score -6472116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6472118.500000 Penalty: 5439.944336
	Iteration 38Q: 3 clusters Score -6472118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6472129.000000 Penalty: 5439.944336
	Iteration 39Q: 3 clusters Score -6472129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -6472118.000000 Penalty: 5439.944336
	Iteration 40F: 3 clusters Score -6472118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55437 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -6472128.500000 Penalty: 5439.944336
	Iteration 41Q: 3 clusters Score -6472128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6472128.000000 Penalty: 5439.944336
	Iteration 42Q: 3 clusters Score -6472128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55441 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -6472124.500000 Penalty: 5439.944336
	Iteration 43Q: 3 clusters Score -6472124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -6472122.000000 Penalty: 5439.944336
	Iteration 44Q: 3 clusters Score -6472122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -6472127.500000 Penalty: 5439.944336
	Iteration 45Q: 3 clusters Score -6472128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -6472127.500000 Penalty: 5439.944336
	Iteration 46F: 3 clusters Score -6472128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (115212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115212 members 
Entering Unmasked Estep 
Score: -13050136.000000 Penalty: 2890.323242
	Iteration 0F: 2 clusters Score -1.305014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57759 members 
Mstep: Class 2 contains 57453 members 
Entering Unmasked Estep 
Score: -12973377.000000 Penalty: 5780.646484
	Iteration 0F: 3 clusters Score -1.297338e+07 nChanged 54607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -13004792.000000 Penalty: 5780.646484
	Iteration 1F: 3 clusters Score -1.300479e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57683 members 
Mstep: Class 2 contains 57529 members 
Entering Unmasked Estep 
Score: -13005492.000000 Penalty: 5780.646484
	Iteration 2Q: 3 clusters Score -1.300549e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -13006349.000000 Penalty: 5780.646484
	Iteration 3Q: 3 clusters Score -1.300635e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -13007402.000000 Penalty: 5780.646484
	Iteration 4Q: 3 clusters Score -1.30074e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56989 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -13008677.000000 Penalty: 5780.646484
	Iteration 5Q: 3 clusters Score -1.300868e+07 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -13010301.000000 Penalty: 5780.646484
	Iteration 6Q: 3 clusters Score -1.30103e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -13011936.000000 Penalty: 5780.646484
	Iteration 7Q: 3 clusters Score -1.301194e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -13013509.000000 Penalty: 5780.646484
	Iteration 8Q: 3 clusters Score -1.301351e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 61539 members 
Entering Unmasked Estep 
Score: -13015230.000000 Penalty: 5780.646484
	Iteration 9Q: 3 clusters Score -1.301523e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 63115 members 
Entering Unmasked Estep 
Score: -13016981.000000 Penalty: 5780.646484
	Iteration 10Q: 3 clusters Score -1.301698e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 65113 members 
Entering Unmasked Estep 
Score: -13019043.000000 Penalty: 5780.646484
	Iteration 11Q: 3 clusters Score -1.301904e+07 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -13021884.000000 Penalty: 5780.646484
	Iteration 12Q: 3 clusters Score -1.302188e+07 nChanged 5308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 70229 members 
Entering Unmasked Estep 
Score: -13025280.000000 Penalty: 5780.646484
	Iteration 13Q: 3 clusters Score -1.302528e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -13029014.000000 Penalty: 5780.646484
	Iteration 14Q: 3 clusters Score -1.302901e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 74996 members 
Entering Unmasked Estep 
Score: -13032140.000000 Penalty: 5780.646484
	Iteration 15Q: 3 clusters Score -1.303214e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 76825 members 
Entering Unmasked Estep 
Score: -13034099.000000 Penalty: 5780.646484
	Iteration 16Q: 3 clusters Score -1.30341e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 78451 members 
Entering Unmasked Estep 
Score: -13035321.000000 Penalty: 5780.646484
	Iteration 17Q: 3 clusters Score -1.303532e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 79974 members 
Entering Unmasked Estep 
Score: -13036236.000000 Penalty: 5780.646484
	Iteration 18Q: 3 clusters Score -1.303624e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 81297 members 
Entering Unmasked Estep 
Score: -13037015.000000 Penalty: 5780.646484
	Iteration 19Q: 3 clusters Score -1.303702e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 82460 members 
Entering Unmasked Estep 
Score: -13037636.000000 Penalty: 5780.646484
	Iteration 20F: 3 clusters Score -1.303764e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 83492 members 
Entering Unmasked Estep 
Score: -13038138.000000 Penalty: 5780.646484
	Iteration 21Q: 3 clusters Score -1.303814e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 84435 members 
Entering Unmasked Estep 
Score: -13038466.000000 Penalty: 5780.646484
	Iteration 22Q: 3 clusters Score -1.303847e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -13038837.000000 Penalty: 5780.646484
	Iteration 23Q: 3 clusters Score -1.303884e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -13039094.000000 Penalty: 5780.646484
	Iteration 24Q: 3 clusters Score -1.303909e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 87119 members 
Entering Unmasked Estep 
Score: -13039279.000000 Penalty: 5780.646484
	Iteration 25Q: 3 clusters Score -1.303928e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -13039471.000000 Penalty: 5780.646484
	Iteration 26Q: 3 clusters Score -1.303947e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 88931 members 
Entering Unmasked Estep 
Score: -13039656.000000 Penalty: 5780.646484
	Iteration 27Q: 3 clusters Score -1.303966e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 89860 members 
Entering Unmasked Estep 
Score: -13039827.000000 Penalty: 5780.646484
	Iteration 28Q: 3 clusters Score -1.303983e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -13040019.000000 Penalty: 5780.646484
	Iteration 29Q: 3 clusters Score -1.304002e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 91728 members 
Entering Unmasked Estep 
Score: -13040166.000000 Penalty: 5780.646484
	Iteration 30Q: 3 clusters Score -1.304017e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 92682 members 
Entering Unmasked Estep 
Score: -13040243.000000 Penalty: 5780.646484
	Iteration 31Q: 3 clusters Score -1.304024e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 93686 members 
Entering Unmasked Estep 
Score: -13040520.000000 Penalty: 5780.646484
	Iteration 32Q: 3 clusters Score -1.304052e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 94729 members 
Entering Unmasked Estep 
Score: -13040756.000000 Penalty: 5780.646484
	Iteration 33Q: 3 clusters Score -1.304076e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 95768 members 
Entering Unmasked Estep 
Score: -13041016.000000 Penalty: 5780.646484
	Iteration 34Q: 3 clusters Score -1.304102e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 96805 members 
Entering Unmasked Estep 
Score: -13041302.000000 Penalty: 5780.646484
	Iteration 35Q: 3 clusters Score -1.30413e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 97845 members 
Entering Unmasked Estep 
Score: -13041545.000000 Penalty: 5780.646484
	Iteration 36Q: 3 clusters Score -1.304154e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 98938 members 
Entering Unmasked Estep 
Score: -13041839.000000 Penalty: 5780.646484
	Iteration 37Q: 3 clusters Score -1.304184e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 100074 members 
Entering Unmasked Estep 
Score: -13042134.000000 Penalty: 5780.646484
	Iteration 38Q: 3 clusters Score -1.304213e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 101238 members 
Entering Unmasked Estep 
Score: -13042591.000000 Penalty: 5780.646484
	Iteration 39Q: 3 clusters Score -1.304259e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 102391 members 
Entering Unmasked Estep 
Score: -13042965.000000 Penalty: 5780.646484
	Iteration 40F: 3 clusters Score -1.304296e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 103535 members 
Entering Unmasked Estep 
Score: -13043312.000000 Penalty: 5780.646484
	Iteration 41Q: 3 clusters Score -1.304331e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 104675 members 
Entering Unmasked Estep 
Score: -13043752.000000 Penalty: 5780.646484
	Iteration 42Q: 3 clusters Score -1.304375e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 105789 members 
Entering Unmasked Estep 
Score: -13044130.000000 Penalty: 5780.646484
	Iteration 43Q: 3 clusters Score -1.304413e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 106841 members 
Entering Unmasked Estep 
Score: -13044622.000000 Penalty: 5780.646484
	Iteration 44Q: 3 clusters Score -1.304462e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 107813 members 
Entering Unmasked Estep 
Score: -13045036.000000 Penalty: 5780.646484
	Iteration 45Q: 3 clusters Score -1.304504e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 108736 members 
Entering Unmasked Estep 
Score: -13045434.000000 Penalty: 5780.646484
	Iteration 46Q: 3 clusters Score -1.304543e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 109556 members 
Entering Unmasked Estep 
Score: -13045796.000000 Penalty: 5780.646484
	Iteration 47Q: 3 clusters Score -1.30458e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 110304 members 
Entering Unmasked Estep 
Score: -13046128.000000 Penalty: 5780.646484
	Iteration 48Q: 3 clusters Score -1.304613e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 110974 members 
Entering Unmasked Estep 
Score: -13046490.000000 Penalty: 5780.646484
	Iteration 49Q: 3 clusters Score -1.304649e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 111524 members 
Entering Unmasked Estep 
Score: -13046731.000000 Penalty: 5780.646484
	Iteration 50Q: 3 clusters Score -1.304673e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 111965 members 
Entering Unmasked Estep 
Score: -13046918.000000 Penalty: 5780.646484
	Iteration 51Q: 3 clusters Score -1.304692e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 112334 members 
Entering Unmasked Estep 
Score: -13047099.000000 Penalty: 5780.646484
	Iteration 52Q: 3 clusters Score -1.30471e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 112639 members 
Entering Unmasked Estep 
Score: -13047206.000000 Penalty: 5780.646484
	Iteration 53Q: 3 clusters Score -1.304721e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 112910 members 
Entering Unmasked Estep 
Score: -13047317.000000 Penalty: 5780.646484
	Iteration 54Q: 3 clusters Score -1.304732e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 113132 members 
Entering Unmasked Estep 
Score: -13047427.000000 Penalty: 5780.646484
	Iteration 55Q: 3 clusters Score -1.304743e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 113294 members 
Entering Unmasked Estep 
Score: -13047520.000000 Penalty: 5780.646484
	Iteration 56Q: 3 clusters Score -1.304752e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 113407 members 
Entering Unmasked Estep 
Score: -13047554.000000 Penalty: 5780.646484
	Iteration 57Q: 3 clusters Score -1.304755e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 113514 members 
Entering Unmasked Estep 
Score: -13047606.000000 Penalty: 5780.646484
	Iteration 58Q: 3 clusters Score -1.304761e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 113592 members 
Entering Unmasked Estep 
Score: -13047643.000000 Penalty: 5780.646484
	Iteration 59Q: 3 clusters Score -1.304764e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 113655 members 
Entering Unmasked Estep 
Score: -13047658.000000 Penalty: 5780.646484
	Iteration 60F: 3 clusters Score -1.304766e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 113708 members 
Entering Unmasked Estep 
Score: -13047677.000000 Penalty: 5780.646484
	Iteration 61Q: 3 clusters Score -1.304768e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 113765 members 
Entering Unmasked Estep 
Score: -13047667.000000 Penalty: 5780.646484
	Iteration 62Q: 3 clusters Score -1.304767e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 113806 members 
Entering Unmasked Estep 
Score: -13047666.000000 Penalty: 5780.646484
	Iteration 63Q: 3 clusters Score -1.304767e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 113836 members 
Entering Unmasked Estep 
Score: -13047663.000000 Penalty: 5780.646484
	Iteration 64Q: 3 clusters Score -1.304766e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 113862 members 
Entering Unmasked Estep 
Score: -13047663.000000 Penalty: 5780.646484
	Iteration 65Q: 3 clusters Score -1.304766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 113880 members 
Entering Unmasked Estep 
Score: -13047685.000000 Penalty: 5780.646484
	Iteration 66Q: 3 clusters Score -1.304768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 113894 members 
Entering Unmasked Estep 
Score: -13047683.000000 Penalty: 5780.646484
	Iteration 67Q: 3 clusters Score -1.304768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 113909 members 
Entering Unmasked Estep 
Score: -13047706.000000 Penalty: 5780.646484
	Iteration 68Q: 3 clusters Score -1.304771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 113920 members 
Entering Unmasked Estep 
Score: -13047697.000000 Penalty: 5780.646484
	Iteration 69Q: 3 clusters Score -1.30477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 113925 members 
Entering Unmasked Estep 
Score: -13047710.000000 Penalty: 5780.646484
	Iteration 70Q: 3 clusters Score -1.304771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 113933 members 
Entering Unmasked Estep 
Score: -13047711.000000 Penalty: 5780.646484
	Iteration 71Q: 3 clusters Score -1.304771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 113941 members 
Entering Unmasked Estep 
Score: -13047715.000000 Penalty: 5780.646484
	Iteration 72Q: 3 clusters Score -1.304772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 113952 members 
Entering Unmasked Estep 
Score: -13047719.000000 Penalty: 5780.646484
	Iteration 73Q: 3 clusters Score -1.304772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 113957 members 
Entering Unmasked Estep 
Score: -13047729.000000 Penalty: 5780.646484
	Iteration 74Q: 3 clusters Score -1.304773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 113961 members 
Entering Unmasked Estep 
Score: -13047718.000000 Penalty: 5780.646484
	Iteration 75Q: 3 clusters Score -1.304772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 113963 members 
Entering Unmasked Estep 
Score: -13047713.000000 Penalty: 5780.646484
	Iteration 76Q: 3 clusters Score -1.304771e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 113968 members 
Entering Unmasked Estep 
Score: -13047728.000000 Penalty: 5780.646484
	Iteration 77Q: 3 clusters Score -1.304773e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 113977 members 
Entering Unmasked Estep 
Score: -13047731.000000 Penalty: 5780.646484
	Iteration 78Q: 3 clusters Score -1.304773e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 113991 members 
Entering Unmasked Estep 
Score: -13047742.000000 Penalty: 5780.646484
	Iteration 79Q: 3 clusters Score -1.304774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 114006 members 
Entering Unmasked Estep 
Score: -13047752.000000 Penalty: 5780.646484
	Iteration 80F: 3 clusters Score -1.304775e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 114020 members 
Entering Unmasked Estep 
Score: -13047749.000000 Penalty: 5780.646484
	Iteration 81Q: 3 clusters Score -1.304775e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 114030 members 
Entering Unmasked Estep 
Score: -13047768.000000 Penalty: 5780.646484
	Iteration 82Q: 3 clusters Score -1.304777e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 114046 members 
Entering Unmasked Estep 
Score: -13047767.000000 Penalty: 5780.646484
	Iteration 83Q: 3 clusters Score -1.304777e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 114063 members 
Entering Unmasked Estep 
Score: -13047766.000000 Penalty: 5780.646484
	Iteration 84Q: 3 clusters Score -1.304777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -13047768.000000 Penalty: 5780.646484
	Iteration 85Q: 3 clusters Score -1.304777e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 114082 members 
Entering Unmasked Estep 
Score: -13047770.000000 Penalty: 5780.646484
	Iteration 86Q: 3 clusters Score -1.304777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 114089 members 
Entering Unmasked Estep 
Score: -13047775.000000 Penalty: 5780.646484
	Iteration 87Q: 3 clusters Score -1.304778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 114094 members 
Entering Unmasked Estep 
Score: -13047787.000000 Penalty: 5780.646484
	Iteration 88Q: 3 clusters Score -1.304779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 114096 members 
Entering Unmasked Estep 
Score: -13047789.000000 Penalty: 5780.646484
	Iteration 89Q: 3 clusters Score -1.304779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 114098 members 
Entering Unmasked Estep 
Score: -13047783.000000 Penalty: 5780.646484
	Iteration 90Q: 3 clusters Score -1.304778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 114099 members 
Entering Unmasked Estep 
Score: -13047780.000000 Penalty: 5780.646484
	Iteration 91Q: 3 clusters Score -1.304778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 114102 members 
Entering Unmasked Estep 
Score: -13047781.000000 Penalty: 5780.646484
	Iteration 92Q: 3 clusters Score -1.304778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 114102 members 
Entering Unmasked Estep 
Score: -13047781.000000 Penalty: 5780.646484
	Iteration 93F: 3 clusters Score -1.304778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Entering Unmasked Estep 
Score: -5095375.500000 Penalty: 2658.374268
	Iteration 0F: 2 clusters Score -5095376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -5064780.000000 Penalty: 5316.748535
	Iteration 0F: 3 clusters Score -5064780 nChanged 20888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -5076411.500000 Penalty: 5316.748535
	Iteration 1F: 3 clusters Score -5076412 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -5077192.000000 Penalty: 5316.748535
	Iteration 2Q: 3 clusters Score -5077192 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -5078079.000000 Penalty: 5316.748535
	Iteration 3Q: 3 clusters Score -5078079 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -5078937.000000 Penalty: 5316.748535
	Iteration 4Q: 3 clusters Score -5078937 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -5080021.500000 Penalty: 5316.748535
	Iteration 5Q: 3 clusters Score -5080022 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -5081466.000000 Penalty: 5316.748535
	Iteration 6F: 3 clusters Score -5081466 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -5083304.500000 Penalty: 5316.748535
	Iteration 7F: 3 clusters Score -5083304 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -5085369.000000 Penalty: 5316.748535
	Iteration 8F: 3 clusters Score -5085369 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -5087274.500000 Penalty: 5316.748535
	Iteration 9F: 3 clusters Score -5087274 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -5088586.500000 Penalty: 5316.748535
	Iteration 10Q: 3 clusters Score -5088586 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -5089375.000000 Penalty: 5316.748535
	Iteration 11Q: 3 clusters Score -5089375 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -5089932.000000 Penalty: 5316.748535
	Iteration 12Q: 3 clusters Score -5089932 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -5090351.000000 Penalty: 5316.748535
	Iteration 13Q: 3 clusters Score -5090351 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -5090656.000000 Penalty: 5316.748535
	Iteration 14Q: 3 clusters Score -5090656 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -5090851.000000 Penalty: 5316.748535
	Iteration 15Q: 3 clusters Score -5090851 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -5090963.000000 Penalty: 5316.748535
	Iteration 16Q: 3 clusters Score -5090963 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -5091039.000000 Penalty: 5316.748535
	Iteration 17Q: 3 clusters Score -5091039 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -5091129.500000 Penalty: 5316.748535
	Iteration 18Q: 3 clusters Score -5091130 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -5091147.500000 Penalty: 5316.748535
	Iteration 19Q: 3 clusters Score -5091148 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -5091185.000000 Penalty: 5316.748535
	Iteration 20F: 3 clusters Score -5091185 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -5091216.000000 Penalty: 5316.748535
	Iteration 21Q: 3 clusters Score -5091216 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -5091232.000000 Penalty: 5316.748535
	Iteration 22Q: 3 clusters Score -5091232 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -5091244.000000 Penalty: 5316.748535
	Iteration 23Q: 3 clusters Score -5091244 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -5091269.000000 Penalty: 5316.748535
	Iteration 24Q: 3 clusters Score -5091269 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -5091299.500000 Penalty: 5316.748535
	Iteration 25Q: 3 clusters Score -5091300 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -5091292.000000 Penalty: 5316.748535
	Iteration 26Q: 3 clusters Score -5091292 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -5091291.000000 Penalty: 5316.748535
	Iteration 27Q: 3 clusters Score -5091291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -5091293.000000 Penalty: 5316.748535
	Iteration 28Q: 3 clusters Score -5091293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -5091301.000000 Penalty: 5316.748535
	Iteration 29Q: 3 clusters Score -5091301 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -5091300.500000 Penalty: 5316.748535
	Iteration 30Q: 3 clusters Score -5091300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -5091300.500000 Penalty: 5316.748535
	Iteration 31Q: 3 clusters Score -5091300 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -5091305.000000 Penalty: 5316.748535
	Iteration 32Q: 3 clusters Score -5091305 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -5091301.000000 Penalty: 5316.748535
	Iteration 33Q: 3 clusters Score -5091301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -5091300.500000 Penalty: 5316.748535
	Iteration 34Q: 3 clusters Score -5091300 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -5091305.500000 Penalty: 5316.748535
	Iteration 35Q: 3 clusters Score -5091306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 30636 members 
Entering Unmasked Estep 
Score: -5091312.000000 Penalty: 5316.748535
	Iteration 36Q: 3 clusters Score -5091312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -5091315.500000 Penalty: 5316.748535
	Iteration 37Q: 3 clusters Score -5091316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -5091325.500000 Penalty: 5316.748535
	Iteration 38Q: 3 clusters Score -5091326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -5091327.000000 Penalty: 5316.748535
	Iteration 39Q: 3 clusters Score -5091327 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -5091319.000000 Penalty: 5316.748535
	Iteration 40F: 3 clusters Score -5091319 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -5091327.000000 Penalty: 5316.748535
	Iteration 41Q: 3 clusters Score -5091327 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -5091331.000000 Penalty: 5316.748535
	Iteration 42Q: 3 clusters Score -5091331 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -5091344.500000 Penalty: 5316.748535
	Iteration 43Q: 3 clusters Score -5091344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -5091334.500000 Penalty: 5316.748535
	Iteration 44Q: 3 clusters Score -5091334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -5091325.500000 Penalty: 5316.748535
	Iteration 45Q: 3 clusters Score -5091326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -5091335.000000 Penalty: 5316.748535
	Iteration 46Q: 3 clusters Score -5091335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -5091341.000000 Penalty: 5316.748535
	Iteration 47Q: 3 clusters Score -5091341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -5091335.500000 Penalty: 5316.748535
	Iteration 48Q: 3 clusters Score -5091336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -5091341.500000 Penalty: 5316.748535
	Iteration 49Q: 3 clusters Score -5091342 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -5091341.500000 Penalty: 5316.748535
	Iteration 50Q: 3 clusters Score -5091342 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -5091364.500000 Penalty: 5316.748535
	Iteration 51Q: 3 clusters Score -5091364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -5091376.000000 Penalty: 5316.748535
	Iteration 52Q: 3 clusters Score -5091376 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -5091376.500000 Penalty: 5316.748535
	Iteration 53Q: 3 clusters Score -5091376 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -5091391.000000 Penalty: 5316.748535
	Iteration 54Q: 3 clusters Score -5091391 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -5091398.500000 Penalty: 5316.748535
	Iteration 55Q: 3 clusters Score -5091398 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -5091441.000000 Penalty: 5316.748535
	Iteration 56Q: 3 clusters Score -5091441 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -5091459.500000 Penalty: 5316.748535
	Iteration 57Q: 3 clusters Score -5091460 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -5091479.000000 Penalty: 5316.748535
	Iteration 58Q: 3 clusters Score -5091479 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -5091469.000000 Penalty: 5316.748535
	Iteration 59Q: 3 clusters Score -5091469 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -5091480.500000 Penalty: 5316.748535
	Iteration 60F: 3 clusters Score -5091480 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -5091481.500000 Penalty: 5316.748535
	Iteration 61Q: 3 clusters Score -5091482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -5091494.000000 Penalty: 5316.748535
	Iteration 62Q: 3 clusters Score -5091494 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -5091503.500000 Penalty: 5316.748535
	Iteration 63Q: 3 clusters Score -5091504 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -5091508.500000 Penalty: 5316.748535
	Iteration 64Q: 3 clusters Score -5091508 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -5091533.000000 Penalty: 5316.748535
	Iteration 65Q: 3 clusters Score -5091533 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -5091518.500000 Penalty: 5316.748535
	Iteration 66Q: 3 clusters Score -5091518 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -5091532.500000 Penalty: 5316.748535
	Iteration 67Q: 3 clusters Score -5091532 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -5091533.500000 Penalty: 5316.748535
	Iteration 68Q: 3 clusters Score -5091534 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -5091545.500000 Penalty: 5316.748535
	Iteration 69Q: 3 clusters Score -5091546 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -5091551.000000 Penalty: 5316.748535
	Iteration 70Q: 3 clusters Score -5091551 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -5091581.000000 Penalty: 5316.748535
	Iteration 71Q: 3 clusters Score -5091581 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -5091587.500000 Penalty: 5316.748535
	Iteration 72Q: 3 clusters Score -5091588 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -5091588.500000 Penalty: 5316.748535
	Iteration 73Q: 3 clusters Score -5091588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -5091613.500000 Penalty: 5316.748535
	Iteration 74Q: 3 clusters Score -5091614 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -5091641.000000 Penalty: 5316.748535
	Iteration 75Q: 3 clusters Score -5091641 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -5091659.500000 Penalty: 5316.748535
	Iteration 76Q: 3 clusters Score -5091660 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -5091662.500000 Penalty: 5316.748535
	Iteration 77Q: 3 clusters Score -5091662 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 34450 members 
Entering Unmasked Estep 
Score: -5091682.000000 Penalty: 5316.748535
	Iteration 78Q: 3 clusters Score -5091682 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -5091684.500000 Penalty: 5316.748535
	Iteration 79Q: 3 clusters Score -5091684 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -5091709.000000 Penalty: 5316.748535
	Iteration 80F: 3 clusters Score -5091709 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -5091723.500000 Penalty: 5316.748535
	Iteration 81Q: 3 clusters Score -5091724 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
Score: -5091745.500000 Penalty: 5316.748535
	Iteration 82Q: 3 clusters Score -5091746 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -5091758.000000 Penalty: 5316.748535
	Iteration 83Q: 3 clusters Score -5091758 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -5091772.500000 Penalty: 5316.748535
	Iteration 84Q: 3 clusters Score -5091772 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -5091806.500000 Penalty: 5316.748535
	Iteration 85Q: 3 clusters Score -5091806 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -5091823.000000 Penalty: 5316.748535
	Iteration 86Q: 3 clusters Score -5091823 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -5091860.000000 Penalty: 5316.748535
	Iteration 87Q: 3 clusters Score -5091860 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -5091877.000000 Penalty: 5316.748535
	Iteration 88Q: 3 clusters Score -5091877 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -5091913.500000 Penalty: 5316.748535
	Iteration 89Q: 3 clusters Score -5091914 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -5091942.500000 Penalty: 5316.748535
	Iteration 90Q: 3 clusters Score -5091942 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -5091969.500000 Penalty: 5316.748535
	Iteration 91Q: 3 clusters Score -5091970 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -5091975.000000 Penalty: 5316.748535
	Iteration 92Q: 3 clusters Score -5091975 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -5092009.000000 Penalty: 5316.748535
	Iteration 93Q: 3 clusters Score -5092009 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -5092028.500000 Penalty: 5316.748535
	Iteration 94Q: 3 clusters Score -5092028 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -5092067.500000 Penalty: 5316.748535
	Iteration 95Q: 3 clusters Score -5092068 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -5092098.000000 Penalty: 5316.748535
	Iteration 96Q: 3 clusters Score -5092098 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -5092114.000000 Penalty: 5316.748535
	Iteration 97Q: 3 clusters Score -5092114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -5092138.500000 Penalty: 5316.748535
	Iteration 98Q: 3 clusters Score -5092138 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -5092164.000000 Penalty: 5316.748535
	Iteration 99Q: 3 clusters Score -5092164 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -5092185.500000 Penalty: 5316.748535
	Iteration 100F: 3 clusters Score -5092186 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -5092213.000000 Penalty: 5316.748535
	Iteration 101Q: 3 clusters Score -5092213 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -5092238.500000 Penalty: 5316.748535
	Iteration 102Q: 3 clusters Score -5092238 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5092248.500000 Penalty: 5316.748535
	Iteration 103Q: 3 clusters Score -5092248 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -5092252.500000 Penalty: 5316.748535
	Iteration 104Q: 3 clusters Score -5092252 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -5092277.000000 Penalty: 5316.748535
	Iteration 105Q: 3 clusters Score -5092277 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -5092305.000000 Penalty: 5316.748535
	Iteration 106Q: 3 clusters Score -5092305 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -5092333.000000 Penalty: 5316.748535
	Iteration 107Q: 3 clusters Score -5092333 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -5092357.500000 Penalty: 5316.748535
	Iteration 108Q: 3 clusters Score -5092358 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -5092408.500000 Penalty: 5316.748535
	Iteration 109Q: 3 clusters Score -5092408 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -5092402.500000 Penalty: 5316.748535
	Iteration 110Q: 3 clusters Score -5092402 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -5092427.000000 Penalty: 5316.748535
	Iteration 111Q: 3 clusters Score -5092427 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -5092451.000000 Penalty: 5316.748535
	Iteration 112Q: 3 clusters Score -5092451 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -5092490.500000 Penalty: 5316.748535
	Iteration 113Q: 3 clusters Score -5092490 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -5092503.500000 Penalty: 5316.748535
	Iteration 114Q: 3 clusters Score -5092504 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -5092518.500000 Penalty: 5316.748535
	Iteration 115Q: 3 clusters Score -5092518 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -5092549.500000 Penalty: 5316.748535
	Iteration 116Q: 3 clusters Score -5092550 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -5092578.000000 Penalty: 5316.748535
	Iteration 117Q: 3 clusters Score -5092578 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -5092596.000000 Penalty: 5316.748535
	Iteration 118Q: 3 clusters Score -5092596 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -5092617.000000 Penalty: 5316.748535
	Iteration 119Q: 3 clusters Score -5092617 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -5092658.500000 Penalty: 5316.748535
	Iteration 120F: 3 clusters Score -5092658 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -5092700.500000 Penalty: 5316.748535
	Iteration 121Q: 3 clusters Score -5092700 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -5092705.000000 Penalty: 5316.748535
	Iteration 122Q: 3 clusters Score -5092705 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -5092709.500000 Penalty: 5316.748535
	Iteration 123Q: 3 clusters Score -5092710 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -5092739.000000 Penalty: 5316.748535
	Iteration 124Q: 3 clusters Score -5092739 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -5092746.000000 Penalty: 5316.748535
	Iteration 125Q: 3 clusters Score -5092746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -5092759.000000 Penalty: 5316.748535
	Iteration 126Q: 3 clusters Score -5092759 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -5092774.500000 Penalty: 5316.748535
	Iteration 127Q: 3 clusters Score -5092774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -5092781.000000 Penalty: 5316.748535
	Iteration 128Q: 3 clusters Score -5092781 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -5092795.000000 Penalty: 5316.748535
	Iteration 129Q: 3 clusters Score -5092795 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -5092787.500000 Penalty: 5316.748535
	Iteration 130Q: 3 clusters Score -5092788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -5092800.000000 Penalty: 5316.748535
	Iteration 131Q: 3 clusters Score -5092800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -5092805.500000 Penalty: 5316.748535
	Iteration 132Q: 3 clusters Score -5092806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -5092810.500000 Penalty: 5316.748535
	Iteration 133Q: 3 clusters Score -5092810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -5092815.000000 Penalty: 5316.748535
	Iteration 134Q: 3 clusters Score -5092815 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -5092818.000000 Penalty: 5316.748535
	Iteration 135Q: 3 clusters Score -5092818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -5092826.000000 Penalty: 5316.748535
	Iteration 136Q: 3 clusters Score -5092826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -5092835.000000 Penalty: 5316.748535
	Iteration 137Q: 3 clusters Score -5092835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -5092836.000000 Penalty: 5316.748535
	Iteration 138Q: 3 clusters Score -5092836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -5092849.000000 Penalty: 5316.748535
	Iteration 139Q: 3 clusters Score -5092849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -5092851.500000 Penalty: 5316.748535
	Iteration 140F: 3 clusters Score -5092852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -5092842.000000 Penalty: 5316.748535
	Iteration 141Q: 3 clusters Score -5092842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -5092837.500000 Penalty: 5316.748535
	Iteration 142Q: 3 clusters Score -5092838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -5092837.000000 Penalty: 5316.748535
	Iteration 143Q: 3 clusters Score -5092837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -5092842.000000 Penalty: 5316.748535
	Iteration 144Q: 3 clusters Score -5092842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -5092851.500000 Penalty: 5316.748535
	Iteration 145Q: 3 clusters Score -5092852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -5092859.000000 Penalty: 5316.748535
	Iteration 146Q: 3 clusters Score -5092859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -5092864.500000 Penalty: 5316.748535
	Iteration 147Q: 3 clusters Score -5092864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -5092876.000000 Penalty: 5316.748535
	Iteration 148Q: 3 clusters Score -5092876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -5092897.000000 Penalty: 5316.748535
	Iteration 149Q: 3 clusters Score -5092897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -5092912.000000 Penalty: 5316.748535
	Iteration 150Q: 3 clusters Score -5092912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -5092914.000000 Penalty: 5316.748535
	Iteration 151Q: 3 clusters Score -5092914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -5092916.000000 Penalty: 5316.748535
	Iteration 152Q: 3 clusters Score -5092916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -5092912.500000 Penalty: 5316.748535
	Iteration 153Q: 3 clusters Score -5092912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -5092914.000000 Penalty: 5316.748535
	Iteration 154Q: 3 clusters Score -5092914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -5092923.000000 Penalty: 5316.748535
	Iteration 155Q: 3 clusters Score -5092923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -5092933.000000 Penalty: 5316.748535
	Iteration 156Q: 3 clusters Score -5092933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -5092924.000000 Penalty: 5316.748535
	Iteration 157Q: 3 clusters Score -5092924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -5092920.500000 Penalty: 5316.748535
	Iteration 158Q: 3 clusters Score -5092920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -5092923.500000 Penalty: 5316.748535
	Iteration 159Q: 3 clusters Score -5092924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -5092917.000000 Penalty: 5316.748535
	Iteration 160F: 3 clusters Score -5092917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -5092916.000000 Penalty: 5316.748535
	Iteration 161Q: 3 clusters Score -5092916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -5092914.500000 Penalty: 5316.748535
	Iteration 162Q: 3 clusters Score -5092914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -5092924.000000 Penalty: 5316.748535
	Iteration 163Q: 3 clusters Score -5092924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -5092929.500000 Penalty: 5316.748535
	Iteration 164Q: 3 clusters Score -5092930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -5092924.000000 Penalty: 5316.748535
	Iteration 165Q: 3 clusters Score -5092924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -5092923.500000 Penalty: 5316.748535
	Iteration 166Q: 3 clusters Score -5092924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -5092918.500000 Penalty: 5316.748535
	Iteration 167Q: 3 clusters Score -5092918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -5092931.000000 Penalty: 5316.748535
	Iteration 168Q: 3 clusters Score -5092931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -5092931.000000 Penalty: 5316.748535
	Iteration 169Q: 3 clusters Score -5092931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -5092940.000000 Penalty: 5316.748535
	Iteration 170Q: 3 clusters Score -5092940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -5092942.500000 Penalty: 5316.748535
	Iteration 171Q: 3 clusters Score -5092942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -5092942.500000 Penalty: 5316.748535
	Iteration 172Q: 3 clusters Score -5092942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -5092943.000000 Penalty: 5316.748535
	Iteration 173Q: 3 clusters Score -5092943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -5092943.500000 Penalty: 5316.748535
	Iteration 174Q: 3 clusters Score -5092944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -5092944.000000 Penalty: 5316.748535
	Iteration 175Q: 3 clusters Score -5092944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -5092953.500000 Penalty: 5316.748535
	Iteration 176Q: 3 clusters Score -5092954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -5092957.000000 Penalty: 5316.748535
	Iteration 177Q: 3 clusters Score -5092957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -5092957.500000 Penalty: 5316.748535
	Iteration 178Q: 3 clusters Score -5092958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -5092953.000000 Penalty: 5316.748535
	Iteration 179Q: 3 clusters Score -5092953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -5092954.500000 Penalty: 5316.748535
	Iteration 180F: 3 clusters Score -5092954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -5092956.500000 Penalty: 5316.748535
	Iteration 181Q: 3 clusters Score -5092956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -5092959.000000 Penalty: 5316.748535
	Iteration 182Q: 3 clusters Score -5092959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -5092957.000000 Penalty: 5316.748535
	Iteration 183Q: 3 clusters Score -5092957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -5092954.500000 Penalty: 5316.748535
	Iteration 184Q: 3 clusters Score -5092954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -5092956.500000 Penalty: 5316.748535
	Iteration 185Q: 3 clusters Score -5092956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -5092959.000000 Penalty: 5316.748535
	Iteration 186Q: 3 clusters Score -5092959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -5092966.000000 Penalty: 5316.748535
	Iteration 187Q: 3 clusters Score -5092966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -5092969.500000 Penalty: 5316.748535
	Iteration 188Q: 3 clusters Score -5092970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -5092969.500000 Penalty: 5316.748535
	Iteration 189Q: 3 clusters Score -5092970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -5092969.000000 Penalty: 5316.748535
	Iteration 190Q: 3 clusters Score -5092969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5092962.000000 Penalty: 5316.748535
	Iteration 191Q: 3 clusters Score -5092962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5092963.500000 Penalty: 5316.748535
	Iteration 192Q: 3 clusters Score -5092964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -5092964.500000 Penalty: 5316.748535
	Iteration 193Q: 3 clusters Score -5092964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5092965.000000 Penalty: 5316.748535
	Iteration 194Q: 3 clusters Score -5092965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -5092961.000000 Penalty: 5316.748535
	Iteration 195Q: 3 clusters Score -5092961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -5092961.000000 Penalty: 5316.748535
	Iteration 196F: 3 clusters Score -5092961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Entering Unmasked Estep 
Score: -4192883.250000 Penalty: 2610.207764
	Iteration 0F: 2 clusters Score -4192883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4167773.000000 Penalty: 5220.415527
	Iteration 0F: 3 clusters Score -4167773 nChanged 16844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -4176900.250000 Penalty: 5220.415527
	Iteration 1F: 3 clusters Score -4176900 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -4177456.750000 Penalty: 5220.415527
	Iteration 2Q: 3 clusters Score -4177457 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -4178089.000000 Penalty: 5220.415527
	Iteration 3Q: 3 clusters Score -4178089 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -4178918.750000 Penalty: 5220.415527
	Iteration 4Q: 3 clusters Score -4178919 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -4180044.500000 Penalty: 5220.415527
	Iteration 5F: 3 clusters Score -4180044 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -4181750.750000 Penalty: 5220.415527
	Iteration 6F: 3 clusters Score -4181751 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -4183937.000000 Penalty: 5220.415527
	Iteration 7F: 3 clusters Score -4183937 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -4186283.250000 Penalty: 5220.415527
	Iteration 8F: 3 clusters Score -4186283 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4188199.000000 Penalty: 5220.415527
	Iteration 9F: 3 clusters Score -4188199 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4189322.750000 Penalty: 5220.415527
	Iteration 10Q: 3 clusters Score -4189323 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -4189939.750000 Penalty: 5220.415527
	Iteration 11Q: 3 clusters Score -4189940 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4190212.750000 Penalty: 5220.415527
	Iteration 12Q: 3 clusters Score -4190213 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4190349.000000 Penalty: 5220.415527
	Iteration 13Q: 3 clusters Score -4190349 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4190445.250000 Penalty: 5220.415527
	Iteration 14Q: 3 clusters Score -4190445 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4190514.000000 Penalty: 5220.415527
	Iteration 15Q: 3 clusters Score -4190514 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4190560.000000 Penalty: 5220.415527
	Iteration 16Q: 3 clusters Score -4190560 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4190592.750000 Penalty: 5220.415527
	Iteration 17Q: 3 clusters Score -4190593 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4190618.750000 Penalty: 5220.415527
	Iteration 18Q: 3 clusters Score -4190619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4190633.250000 Penalty: 5220.415527
	Iteration 19Q: 3 clusters Score -4190633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4190650.250000 Penalty: 5220.415527
	Iteration 20F: 3 clusters Score -4190650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4190669.500000 Penalty: 5220.415527
	Iteration 21Q: 3 clusters Score -4190670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4190675.250000 Penalty: 5220.415527
	Iteration 22Q: 3 clusters Score -4190675 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4190698.000000 Penalty: 5220.415527
	Iteration 23Q: 3 clusters Score -4190698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4190724.000000 Penalty: 5220.415527
	Iteration 24Q: 3 clusters Score -4190724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4190736.750000 Penalty: 5220.415527
	Iteration 25Q: 3 clusters Score -4190737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4190741.750000 Penalty: 5220.415527
	Iteration 26Q: 3 clusters Score -4190742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4190755.000000 Penalty: 5220.415527
	Iteration 27Q: 3 clusters Score -4190755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4190765.250000 Penalty: 5220.415527
	Iteration 28Q: 3 clusters Score -4190765 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4190780.750000 Penalty: 5220.415527
	Iteration 29Q: 3 clusters Score -4190781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4190790.750000 Penalty: 5220.415527
	Iteration 30Q: 3 clusters Score -4190791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4190788.750000 Penalty: 5220.415527
	Iteration 31Q: 3 clusters Score -4190789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4190792.500000 Penalty: 5220.415527
	Iteration 32Q: 3 clusters Score -4190792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4190794.750000 Penalty: 5220.415527
	Iteration 33Q: 3 clusters Score -4190795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4190794.500000 Penalty: 5220.415527
	Iteration 34Q: 3 clusters Score -4190794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4190798.250000 Penalty: 5220.415527
	Iteration 35Q: 3 clusters Score -4190798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4190805.500000 Penalty: 5220.415527
	Iteration 36Q: 3 clusters Score -4190806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4190803.500000 Penalty: 5220.415527
	Iteration 37Q: 3 clusters Score -4190804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4190805.250000 Penalty: 5220.415527
	Iteration 38Q: 3 clusters Score -4190805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -4190805.250000 Penalty: 5220.415527
	Iteration 39F: 3 clusters Score -4190805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Entering Unmasked Estep 
Score: -2743774.250000 Penalty: 2525.555664
	Iteration 0F: 2 clusters Score -2743774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2725562.000000 Penalty: 5051.111328
	Iteration 0F: 3 clusters Score -2725562 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2733175.500000 Penalty: 5051.111328
	Iteration 1F: 3 clusters Score -2733176 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2735299.500000 Penalty: 5051.111328
	Iteration 2F: 3 clusters Score -2735300 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2737360.750000 Penalty: 5051.111328
	Iteration 3F: 3 clusters Score -2737361 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2738966.250000 Penalty: 5051.111328
	Iteration 4F: 3 clusters Score -2738966 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2739945.250000 Penalty: 5051.111328
	Iteration 5F: 3 clusters Score -2739945 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2740563.750000 Penalty: 5051.111328
	Iteration 6Q: 3 clusters Score -2740564 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2740955.500000 Penalty: 5051.111328
	Iteration 7Q: 3 clusters Score -2740956 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2741269.750000 Penalty: 5051.111328
	Iteration 8Q: 3 clusters Score -2741270 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2741537.750000 Penalty: 5051.111328
	Iteration 9Q: 3 clusters Score -2741538 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2741843.750000 Penalty: 5051.111328
	Iteration 10Q: 3 clusters Score -2741844 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2742161.250000 Penalty: 5051.111328
	Iteration 11Q: 3 clusters Score -2742161 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2742571.000000 Penalty: 5051.111328
	Iteration 12Q: 3 clusters Score -2742571 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -2743008.000000 Penalty: 5051.111328
	Iteration 13Q: 3 clusters Score -2743008 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -2743207.250000 Penalty: 5051.111328
	Iteration 14Q: 3 clusters Score -2743207 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -2743291.000000 Penalty: 5051.111328
	Iteration 15Q: 3 clusters Score -2743291 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -2743343.250000 Penalty: 5051.111328
	Iteration 16Q: 3 clusters Score -2743343 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -2743349.250000 Penalty: 5051.111328
	Iteration 17Q: 3 clusters Score -2743349 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -2743363.000000 Penalty: 5051.111328
	Iteration 18Q: 3 clusters Score -2743363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -2743367.500000 Penalty: 5051.111328
	Iteration 19Q: 3 clusters Score -2743368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -2743372.250000 Penalty: 5051.111328
	Iteration 20F: 3 clusters Score -2743372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2743377.500000 Penalty: 5051.111328
	Iteration 21Q: 3 clusters Score -2743378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -2743383.750000 Penalty: 5051.111328
	Iteration 22Q: 3 clusters Score -2743384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -2743393.500000 Penalty: 5051.111328
	Iteration 23Q: 3 clusters Score -2743394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -2743388.500000 Penalty: 5051.111328
	Iteration 24Q: 3 clusters Score -2743388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -2743388.250000 Penalty: 5051.111328
	Iteration 25Q: 3 clusters Score -2743388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -2743399.500000 Penalty: 5051.111328
	Iteration 26Q: 3 clusters Score -2743400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -2743399.000000 Penalty: 5051.111328
	Iteration 27Q: 3 clusters Score -2743399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -2743403.250000 Penalty: 5051.111328
	Iteration 28Q: 3 clusters Score -2743403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -2743411.000000 Penalty: 5051.111328
	Iteration 29Q: 3 clusters Score -2743411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2743411.250000 Penalty: 5051.111328
	Iteration 30Q: 3 clusters Score -2743411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -2743411.750000 Penalty: 5051.111328
	Iteration 31Q: 3 clusters Score -2743412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2743415.250000 Penalty: 5051.111328
	Iteration 32Q: 3 clusters Score -2743415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -2743420.750000 Penalty: 5051.111328
	Iteration 33Q: 3 clusters Score -2743421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -2743418.750000 Penalty: 5051.111328
	Iteration 34Q: 3 clusters Score -2743419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -2743418.500000 Penalty: 5051.111328
	Iteration 35Q: 3 clusters Score -2743418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -2743420.500000 Penalty: 5051.111328
	Iteration 36Q: 3 clusters Score -2743420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2743422.500000 Penalty: 5051.111328
	Iteration 37Q: 3 clusters Score -2743422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -2743425.250000 Penalty: 5051.111328
	Iteration 38Q: 3 clusters Score -2743425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -2743428.750000 Penalty: 5051.111328
	Iteration 39Q: 3 clusters Score -2743429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -2743426.000000 Penalty: 5051.111328
	Iteration 40F: 3 clusters Score -2743426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -2743427.500000 Penalty: 5051.111328
	Iteration 41Q: 3 clusters Score -2743428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -2743428.750000 Penalty: 5051.111328
	Iteration 42Q: 3 clusters Score -2743429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -2743425.500000 Penalty: 5051.111328
	Iteration 43Q: 3 clusters Score -2743426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -2743430.750000 Penalty: 5051.111328
	Iteration 44Q: 3 clusters Score -2743431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -2743426.250000 Penalty: 5051.111328
	Iteration 45Q: 3 clusters Score -2743426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -2743431.750000 Penalty: 5051.111328
	Iteration 46Q: 3 clusters Score -2743432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -2743433.000000 Penalty: 5051.111328
	Iteration 47Q: 3 clusters Score -2743433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -2743434.500000 Penalty: 5051.111328
	Iteration 48Q: 3 clusters Score -2743434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -2743435.500000 Penalty: 5051.111328
	Iteration 49Q: 3 clusters Score -2743436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -2743440.750000 Penalty: 5051.111328
	Iteration 50Q: 3 clusters Score -2743441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -2743442.000000 Penalty: 5051.111328
	Iteration 51Q: 3 clusters Score -2743442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -2743441.500000 Penalty: 5051.111328
	Iteration 52Q: 3 clusters Score -2743442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -2743437.000000 Penalty: 5051.111328
	Iteration 53Q: 3 clusters Score -2743437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -2743439.500000 Penalty: 5051.111328
	Iteration 54Q: 3 clusters Score -2743440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -2743438.750000 Penalty: 5051.111328
	Iteration 55Q: 3 clusters Score -2743439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2743440.000000 Penalty: 5051.111328
	Iteration 56Q: 3 clusters Score -2743440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -2743444.500000 Penalty: 5051.111328
	Iteration 57Q: 3 clusters Score -2743444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -2743443.500000 Penalty: 5051.111328
	Iteration 58Q: 3 clusters Score -2743444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -2743441.250000 Penalty: 5051.111328
	Iteration 59Q: 3 clusters Score -2743441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -2743442.500000 Penalty: 5051.111328
	Iteration 60F: 3 clusters Score -2743442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -2743441.000000 Penalty: 5051.111328
	Iteration 61Q: 3 clusters Score -2743441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -2743443.000000 Penalty: 5051.111328
	Iteration 62Q: 3 clusters Score -2743443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -2743441.500000 Penalty: 5051.111328
	Iteration 63Q: 3 clusters Score -2743442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2743442.750000 Penalty: 5051.111328
	Iteration 64Q: 3 clusters Score -2743443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2743443.250000 Penalty: 5051.111328
	Iteration 65Q: 3 clusters Score -2743443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2743443.250000 Penalty: 5051.111328
	Iteration 66F: 3 clusters Score -2743443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -258698.421875 Penalty: 1933.728271
	Iteration 0F: 2 clusters Score -258698.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -255764.921875 Penalty: 3867.456543
	Iteration 0F: 3 clusters Score -255764.9 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -256278.765625 Penalty: 3867.456543
	Iteration 1F: 3 clusters Score -256278.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -256422.203125 Penalty: 3867.456543
	Iteration 2F: 3 clusters Score -256422.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -256533.640625 Penalty: 3867.456543
	Iteration 3Q: 3 clusters Score -256533.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -256601.781250 Penalty: 3867.456543
	Iteration 4Q: 3 clusters Score -256601.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -256659.437500 Penalty: 3867.456543
	Iteration 5Q: 3 clusters Score -256659.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -256701.296875 Penalty: 3867.456543
	Iteration 6Q: 3 clusters Score -256701.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -256736.265625 Penalty: 3867.456543
	Iteration 7Q: 3 clusters Score -256736.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -256760.671875 Penalty: 3867.456543
	Iteration 8Q: 3 clusters Score -256760.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -256787.453125 Penalty: 3867.456543
	Iteration 9Q: 3 clusters Score -256787.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -256813.984375 Penalty: 3867.456543
	Iteration 10Q: 3 clusters Score -256814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -256843.765625 Penalty: 3867.456543
	Iteration 11Q: 3 clusters Score -256843.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -256871.765625 Penalty: 3867.456543
	Iteration 12Q: 3 clusters Score -256871.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -256906.921875 Penalty: 3867.456543
	Iteration 13Q: 3 clusters Score -256906.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -256936.437500 Penalty: 3867.456543
	Iteration 14Q: 3 clusters Score -256936.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -256962.843750 Penalty: 3867.456543
	Iteration 15Q: 3 clusters Score -256962.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -256989.796875 Penalty: 3867.456543
	Iteration 16Q: 3 clusters Score -256989.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -257010.234375 Penalty: 3867.456543
	Iteration 17Q: 3 clusters Score -257010.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -257035.796875 Penalty: 3867.456543
	Iteration 18Q: 3 clusters Score -257035.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -257060.640625 Penalty: 3867.456543
	Iteration 19Q: 3 clusters Score -257060.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -257102.546875 Penalty: 3867.456543
	Iteration 20F: 3 clusters Score -257102.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -257148.000000 Penalty: 3867.456543
	Iteration 21Q: 3 clusters Score -257148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -257207.437500 Penalty: 3867.456543
	Iteration 22Q: 3 clusters Score -257207.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -257274.406250 Penalty: 3867.456543
	Iteration 23Q: 3 clusters Score -257274.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -257362.875000 Penalty: 3867.456543
	Iteration 24Q: 3 clusters Score -257362.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -257436.437500 Penalty: 3867.456543
	Iteration 25Q: 3 clusters Score -257436.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -257502.609375 Penalty: 3867.456543
	Iteration 26Q: 3 clusters Score -257502.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -257558.296875 Penalty: 3867.456543
	Iteration 27Q: 3 clusters Score -257558.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -257609.125000 Penalty: 3867.456543
	Iteration 28Q: 3 clusters Score -257609.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -257644.515625 Penalty: 3867.456543
	Iteration 29Q: 3 clusters Score -257644.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -257679.421875 Penalty: 3867.456543
	Iteration 30Q: 3 clusters Score -257679.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -257698.500000 Penalty: 3867.456543
	Iteration 31Q: 3 clusters Score -257698.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -257710.890625 Penalty: 3867.456543
	Iteration 32Q: 3 clusters Score -257710.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -257721.265625 Penalty: 3867.456543
	Iteration 33Q: 3 clusters Score -257721.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -257726.968750 Penalty: 3867.456543
	Iteration 34Q: 3 clusters Score -257727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -257728.734375 Penalty: 3867.456543
	Iteration 35Q: 3 clusters Score -257728.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -257734.031250 Penalty: 3867.456543
	Iteration 36Q: 3 clusters Score -257734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -257735.593750 Penalty: 3867.456543
	Iteration 37Q: 3 clusters Score -257735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -257735.578125 Penalty: 3867.456543
	Iteration 38Q: 3 clusters Score -257735.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -257735.578125 Penalty: 3867.456543
	Iteration 39F: 3 clusters Score -257735.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Entering Unmasked Estep 
Score: -2471740.750000 Penalty: 2479.904785
	Iteration 0F: 2 clusters Score -2471741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2456386.250000 Penalty: 4959.809570
	Iteration 0F: 3 clusters Score -2456386 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2461529.250000 Penalty: 4959.809570
	Iteration 1F: 3 clusters Score -2461529 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2461974.250000 Penalty: 4959.809570
	Iteration 2F: 3 clusters Score -2461974 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2462459.500000 Penalty: 4959.809570
	Iteration 3Q: 3 clusters Score -2462460 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -2463054.250000 Penalty: 4959.809570
	Iteration 4Q: 3 clusters Score -2463054 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2463822.250000 Penalty: 4959.809570
	Iteration 5F: 3 clusters Score -2463822 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2464747.250000 Penalty: 4959.809570
	Iteration 6F: 3 clusters Score -2464747 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2465785.250000 Penalty: 4959.809570
	Iteration 7F: 3 clusters Score -2465785 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2466955.000000 Penalty: 4959.809570
	Iteration 8F: 3 clusters Score -2466955 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2468227.750000 Penalty: 4959.809570
	Iteration 9F: 3 clusters Score -2468228 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2469379.250000 Penalty: 4959.809570
	Iteration 10F: 3 clusters Score -2469379 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2470036.500000 Penalty: 4959.809570
	Iteration 11Q: 3 clusters Score -2470036 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2470309.750000 Penalty: 4959.809570
	Iteration 12Q: 3 clusters Score -2470310 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2470440.500000 Penalty: 4959.809570
	Iteration 13Q: 3 clusters Score -2470440 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -2470496.750000 Penalty: 4959.809570
	Iteration 14Q: 3 clusters Score -2470497 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2470523.500000 Penalty: 4959.809570
	Iteration 15Q: 3 clusters Score -2470524 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2470544.000000 Penalty: 4959.809570
	Iteration 16Q: 3 clusters Score -2470544 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2470567.000000 Penalty: 4959.809570
	Iteration 17Q: 3 clusters Score -2470567 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2470582.250000 Penalty: 4959.809570
	Iteration 18Q: 3 clusters Score -2470582 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2470598.000000 Penalty: 4959.809570
	Iteration 19Q: 3 clusters Score -2470598 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2470617.000000 Penalty: 4959.809570
	Iteration 20F: 3 clusters Score -2470617 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2470628.750000 Penalty: 4959.809570
	Iteration 21Q: 3 clusters Score -2470629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2470642.000000 Penalty: 4959.809570
	Iteration 22Q: 3 clusters Score -2470642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2470660.750000 Penalty: 4959.809570
	Iteration 23Q: 3 clusters Score -2470661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2470664.500000 Penalty: 4959.809570
	Iteration 24Q: 3 clusters Score -2470664 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2470677.750000 Penalty: 4959.809570
	Iteration 25Q: 3 clusters Score -2470678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2470691.000000 Penalty: 4959.809570
	Iteration 26Q: 3 clusters Score -2470691 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2470696.000000 Penalty: 4959.809570
	Iteration 27Q: 3 clusters Score -2470696 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2470705.750000 Penalty: 4959.809570
	Iteration 28Q: 3 clusters Score -2470706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2470712.000000 Penalty: 4959.809570
	Iteration 29Q: 3 clusters Score -2470712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2470715.000000 Penalty: 4959.809570
	Iteration 30Q: 3 clusters Score -2470715 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2470720.500000 Penalty: 4959.809570
	Iteration 31Q: 3 clusters Score -2470720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -2470728.000000 Penalty: 4959.809570
	Iteration 32Q: 3 clusters Score -2470728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -2470726.750000 Penalty: 4959.809570
	Iteration 33Q: 3 clusters Score -2470727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2470723.500000 Penalty: 4959.809570
	Iteration 34Q: 3 clusters Score -2470724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2470729.250000 Penalty: 4959.809570
	Iteration 35Q: 3 clusters Score -2470729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2470728.000000 Penalty: 4959.809570
	Iteration 36Q: 3 clusters Score -2470728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2470732.750000 Penalty: 4959.809570
	Iteration 37Q: 3 clusters Score -2470733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2470737.000000 Penalty: 4959.809570
	Iteration 38Q: 3 clusters Score -2470737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2470740.000000 Penalty: 4959.809570
	Iteration 39Q: 3 clusters Score -2470740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2470739.000000 Penalty: 4959.809570
	Iteration 40F: 3 clusters Score -2470739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2470744.250000 Penalty: 4959.809570
	Iteration 41Q: 3 clusters Score -2470744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2470752.500000 Penalty: 4959.809570
	Iteration 42Q: 3 clusters Score -2470752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2470756.500000 Penalty: 4959.809570
	Iteration 43Q: 3 clusters Score -2470756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2470748.750000 Penalty: 4959.809570
	Iteration 44Q: 3 clusters Score -2470749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2470758.000000 Penalty: 4959.809570
	Iteration 45Q: 3 clusters Score -2470758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2470763.250000 Penalty: 4959.809570
	Iteration 46Q: 3 clusters Score -2470763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2470763.750000 Penalty: 4959.809570
	Iteration 47Q: 3 clusters Score -2470764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2470764.750000 Penalty: 4959.809570
	Iteration 48Q: 3 clusters Score -2470765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2470768.000000 Penalty: 4959.809570
	Iteration 49Q: 3 clusters Score -2470768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -2470774.250000 Penalty: 4959.809570
	Iteration 50Q: 3 clusters Score -2470774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2470772.250000 Penalty: 4959.809570
	Iteration 51Q: 3 clusters Score -2470772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2470782.000000 Penalty: 4959.809570
	Iteration 52Q: 3 clusters Score -2470782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2470787.000000 Penalty: 4959.809570
	Iteration 53Q: 3 clusters Score -2470787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2470784.750000 Penalty: 4959.809570
	Iteration 54Q: 3 clusters Score -2470785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2470787.000000 Penalty: 4959.809570
	Iteration 55Q: 3 clusters Score -2470787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2470791.500000 Penalty: 4959.809570
	Iteration 56Q: 3 clusters Score -2470792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -2470792.750000 Penalty: 4959.809570
	Iteration 57Q: 3 clusters Score -2470793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2470796.250000 Penalty: 4959.809570
	Iteration 58Q: 3 clusters Score -2470796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2470796.250000 Penalty: 4959.809570
	Iteration 59Q: 3 clusters Score -2470796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2470800.000000 Penalty: 4959.809570
	Iteration 60F: 3 clusters Score -2470800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2470813.500000 Penalty: 4959.809570
	Iteration 61Q: 3 clusters Score -2470814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2470822.250000 Penalty: 4959.809570
	Iteration 62Q: 3 clusters Score -2470822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2470822.500000 Penalty: 4959.809570
	Iteration 63Q: 3 clusters Score -2470822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2470832.750000 Penalty: 4959.809570
	Iteration 64Q: 3 clusters Score -2470833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2470843.250000 Penalty: 4959.809570
	Iteration 65Q: 3 clusters Score -2470843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2470852.250000 Penalty: 4959.809570
	Iteration 66Q: 3 clusters Score -2470852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2470872.000000 Penalty: 4959.809570
	Iteration 67Q: 3 clusters Score -2470872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2470886.250000 Penalty: 4959.809570
	Iteration 68Q: 3 clusters Score -2470886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2470907.000000 Penalty: 4959.809570
	Iteration 69Q: 3 clusters Score -2470907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2470932.250000 Penalty: 4959.809570
	Iteration 70Q: 3 clusters Score -2470932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2470949.250000 Penalty: 4959.809570
	Iteration 71Q: 3 clusters Score -2470949 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2470960.750000 Penalty: 4959.809570
	Iteration 72Q: 3 clusters Score -2470961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2470974.000000 Penalty: 4959.809570
	Iteration 73Q: 3 clusters Score -2470974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2470983.750000 Penalty: 4959.809570
	Iteration 74Q: 3 clusters Score -2470984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2470993.750000 Penalty: 4959.809570
	Iteration 75Q: 3 clusters Score -2470994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2470993.250000 Penalty: 4959.809570
	Iteration 76Q: 3 clusters Score -2470993 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2470993.250000 Penalty: 4959.809570
	Iteration 77Q: 3 clusters Score -2470993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2470999.250000 Penalty: 4959.809570
	Iteration 78Q: 3 clusters Score -2470999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2471001.750000 Penalty: 4959.809570
	Iteration 79Q: 3 clusters Score -2471002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2471002.500000 Penalty: 4959.809570
	Iteration 80F: 3 clusters Score -2471002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2471007.500000 Penalty: 4959.809570
	Iteration 81Q: 3 clusters Score -2471008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2471004.500000 Penalty: 4959.809570
	Iteration 82Q: 3 clusters Score -2471004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2471009.500000 Penalty: 4959.809570
	Iteration 83Q: 3 clusters Score -2471010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2471011.000000 Penalty: 4959.809570
	Iteration 84Q: 3 clusters Score -2471011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2471007.500000 Penalty: 4959.809570
	Iteration 85Q: 3 clusters Score -2471008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2471011.000000 Penalty: 4959.809570
	Iteration 86Q: 3 clusters Score -2471011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2471014.500000 Penalty: 4959.809570
	Iteration 87Q: 3 clusters Score -2471014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2471012.500000 Penalty: 4959.809570
	Iteration 88Q: 3 clusters Score -2471012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2471008.750000 Penalty: 4959.809570
	Iteration 89Q: 3 clusters Score -2471009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2471010.750000 Penalty: 4959.809570
	Iteration 90Q: 3 clusters Score -2471011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2471010.000000 Penalty: 4959.809570
	Iteration 91Q: 3 clusters Score -2471010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2471010.000000 Penalty: 4959.809570
	Iteration 92F: 3 clusters Score -2471010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Entering Unmasked Estep 
Score: -11518.189453 Penalty: 1220.155273
	Iteration 0F: 2 clusters Score -11518.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -10548.581055 Penalty: 2440.310547
	Iteration 0F: 3 clusters Score -10548.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -10576.588867 Penalty: 2440.310547
	Iteration 1Q: 3 clusters Score -10576.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10585.466797 Penalty: 2440.310547
	Iteration 2Q: 3 clusters Score -10585.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -10585.466797 Penalty: 2440.310547
	Iteration 3F: 3 clusters Score -10585.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (103006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Entering Unmasked Estep 
Score: -11538360.000000 Penalty: 2862.550537
	Iteration 0F: 2 clusters Score -1.153836e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -11469298.000000 Penalty: 5725.101074
	Iteration 0F: 3 clusters Score -1.14693e+07 nChanged 48943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -11497310.000000 Penalty: 5725.101074
	Iteration 1F: 3 clusters Score -1.149731e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51894 members 
Mstep: Class 2 contains 51112 members 
Entering Unmasked Estep 
Score: -11498031.000000 Penalty: 5725.101074
	Iteration 2Q: 3 clusters Score -1.149803e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -11498814.000000 Penalty: 5725.101074
	Iteration 3Q: 3 clusters Score -1.149881e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52128 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -11499642.000000 Penalty: 5725.101074
	Iteration 4Q: 3 clusters Score -1.149964e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 50816 members 
Entering Unmasked Estep 
Score: -11500695.000000 Penalty: 5725.101074
	Iteration 5Q: 3 clusters Score -1.15007e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -11501909.000000 Penalty: 5725.101074
	Iteration 6Q: 3 clusters Score -1.150191e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -11503607.000000 Penalty: 5725.101074
	Iteration 7Q: 3 clusters Score -1.150361e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 51688 members 
Entering Unmasked Estep 
Score: -11506048.000000 Penalty: 5725.101074
	Iteration 8Q: 3 clusters Score -1.150605e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -11509474.000000 Penalty: 5725.101074
	Iteration 9F: 3 clusters Score -1.150947e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -11513964.000000 Penalty: 5725.101074
	Iteration 10F: 3 clusters Score -1.151396e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -11517722.000000 Penalty: 5725.101074
	Iteration 11F: 3 clusters Score -1.151772e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 55324 members 
Entering Unmasked Estep 
Score: -11519580.000000 Penalty: 5725.101074
	Iteration 12Q: 3 clusters Score -1.151958e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -11520248.000000 Penalty: 5725.101074
	Iteration 13Q: 3 clusters Score -1.152025e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -11520572.000000 Penalty: 5725.101074
	Iteration 14Q: 3 clusters Score -1.152057e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -11520717.000000 Penalty: 5725.101074
	Iteration 15Q: 3 clusters Score -1.152072e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 58485 members 
Entering Unmasked Estep 
Score: -11520924.000000 Penalty: 5725.101074
	Iteration 16Q: 3 clusters Score -1.152092e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 59475 members 
Entering Unmasked Estep 
Score: -11521210.000000 Penalty: 5725.101074
	Iteration 17Q: 3 clusters Score -1.152121e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -11521420.000000 Penalty: 5725.101074
	Iteration 18Q: 3 clusters Score -1.152142e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 61601 members 
Entering Unmasked Estep 
Score: -11521695.000000 Penalty: 5725.101074
	Iteration 19Q: 3 clusters Score -1.15217e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 62761 members 
Entering Unmasked Estep 
Score: -11521976.000000 Penalty: 5725.101074
	Iteration 20F: 3 clusters Score -1.152198e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 64021 members 
Entering Unmasked Estep 
Score: -11522202.000000 Penalty: 5725.101074
	Iteration 21Q: 3 clusters Score -1.15222e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -11522632.000000 Penalty: 5725.101074
	Iteration 22Q: 3 clusters Score -1.152263e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 66848 members 
Entering Unmasked Estep 
Score: -11523105.000000 Penalty: 5725.101074
	Iteration 23Q: 3 clusters Score -1.15231e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -11523627.000000 Penalty: 5725.101074
	Iteration 24Q: 3 clusters Score -1.152363e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -11524088.000000 Penalty: 5725.101074
	Iteration 25Q: 3 clusters Score -1.152409e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 71805 members 
Entering Unmasked Estep 
Score: -11524585.000000 Penalty: 5725.101074
	Iteration 26Q: 3 clusters Score -1.152458e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 73584 members 
Entering Unmasked Estep 
Score: -11525271.000000 Penalty: 5725.101074
	Iteration 27Q: 3 clusters Score -1.152527e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -11525894.000000 Penalty: 5725.101074
	Iteration 28Q: 3 clusters Score -1.152589e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 77138 members 
Entering Unmasked Estep 
Score: -11526659.000000 Penalty: 5725.101074
	Iteration 29Q: 3 clusters Score -1.152666e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 78994 members 
Entering Unmasked Estep 
Score: -11527403.000000 Penalty: 5725.101074
	Iteration 30Q: 3 clusters Score -1.15274e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 80802 members 
Entering Unmasked Estep 
Score: -11528083.000000 Penalty: 5725.101074
	Iteration 31Q: 3 clusters Score -1.152808e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 82569 members 
Entering Unmasked Estep 
Score: -11528796.000000 Penalty: 5725.101074
	Iteration 32Q: 3 clusters Score -1.15288e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 84231 members 
Entering Unmasked Estep 
Score: -11529459.000000 Penalty: 5725.101074
	Iteration 33Q: 3 clusters Score -1.152946e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 85841 members 
Entering Unmasked Estep 
Score: -11530187.000000 Penalty: 5725.101074
	Iteration 34Q: 3 clusters Score -1.153019e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 87349 members 
Entering Unmasked Estep 
Score: -11530827.000000 Penalty: 5725.101074
	Iteration 35Q: 3 clusters Score -1.153083e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -11531454.000000 Penalty: 5725.101074
	Iteration 36Q: 3 clusters Score -1.153145e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 90228 members 
Entering Unmasked Estep 
Score: -11532146.000000 Penalty: 5725.101074
	Iteration 37Q: 3 clusters Score -1.153215e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 91529 members 
Entering Unmasked Estep 
Score: -11532655.000000 Penalty: 5725.101074
	Iteration 38Q: 3 clusters Score -1.153266e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 92654 members 
Entering Unmasked Estep 
Score: -11533153.000000 Penalty: 5725.101074
	Iteration 39Q: 3 clusters Score -1.153315e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 93610 members 
Entering Unmasked Estep 
Score: -11533600.000000 Penalty: 5725.101074
	Iteration 40F: 3 clusters Score -1.15336e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 94524 members 
Entering Unmasked Estep 
Score: -11534026.000000 Penalty: 5725.101074
	Iteration 41Q: 3 clusters Score -1.153403e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 95348 members 
Entering Unmasked Estep 
Score: -11534364.000000 Penalty: 5725.101074
	Iteration 42Q: 3 clusters Score -1.153436e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 96056 members 
Entering Unmasked Estep 
Score: -11534645.000000 Penalty: 5725.101074
	Iteration 43Q: 3 clusters Score -1.153464e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 96702 members 
Entering Unmasked Estep 
Score: -11534883.000000 Penalty: 5725.101074
	Iteration 44Q: 3 clusters Score -1.153488e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 97293 members 
Entering Unmasked Estep 
Score: -11535074.000000 Penalty: 5725.101074
	Iteration 45Q: 3 clusters Score -1.153507e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -11535283.000000 Penalty: 5725.101074
	Iteration 46Q: 3 clusters Score -1.153528e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 98177 members 
Entering Unmasked Estep 
Score: -11535418.000000 Penalty: 5725.101074
	Iteration 47Q: 3 clusters Score -1.153542e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 98527 members 
Entering Unmasked Estep 
Score: -11535540.000000 Penalty: 5725.101074
	Iteration 48Q: 3 clusters Score -1.153554e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 98822 members 
Entering Unmasked Estep 
Score: -11535626.000000 Penalty: 5725.101074
	Iteration 49Q: 3 clusters Score -1.153563e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 99091 members 
Entering Unmasked Estep 
Score: -11535677.000000 Penalty: 5725.101074
	Iteration 50Q: 3 clusters Score -1.153568e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 99320 members 
Entering Unmasked Estep 
Score: -11535709.000000 Penalty: 5725.101074
	Iteration 51Q: 3 clusters Score -1.153571e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 99517 members 
Entering Unmasked Estep 
Score: -11535774.000000 Penalty: 5725.101074
	Iteration 52Q: 3 clusters Score -1.153577e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 99692 members 
Entering Unmasked Estep 
Score: -11535812.000000 Penalty: 5725.101074
	Iteration 53Q: 3 clusters Score -1.153581e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 99854 members 
Entering Unmasked Estep 
Score: -11535889.000000 Penalty: 5725.101074
	Iteration 54Q: 3 clusters Score -1.153589e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 100015 members 
Entering Unmasked Estep 
Score: -11535911.000000 Penalty: 5725.101074
	Iteration 55Q: 3 clusters Score -1.153591e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 100161 members 
Entering Unmasked Estep 
Score: -11535951.000000 Penalty: 5725.101074
	Iteration 56Q: 3 clusters Score -1.153595e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 100285 members 
Entering Unmasked Estep 
Score: -11535992.000000 Penalty: 5725.101074
	Iteration 57Q: 3 clusters Score -1.153599e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 100389 members 
Entering Unmasked Estep 
Score: -11536021.000000 Penalty: 5725.101074
	Iteration 58Q: 3 clusters Score -1.153602e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 100471 members 
Entering Unmasked Estep 
Score: -11536034.000000 Penalty: 5725.101074
	Iteration 59Q: 3 clusters Score -1.153603e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 100551 members 
Entering Unmasked Estep 
Score: -11536086.000000 Penalty: 5725.101074
	Iteration 60F: 3 clusters Score -1.153609e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 100621 members 
Entering Unmasked Estep 
Score: -11536117.000000 Penalty: 5725.101074
	Iteration 61Q: 3 clusters Score -1.153612e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 100686 members 
Entering Unmasked Estep 
Score: -11536122.000000 Penalty: 5725.101074
	Iteration 62Q: 3 clusters Score -1.153612e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 100754 members 
Entering Unmasked Estep 
Score: -11536147.000000 Penalty: 5725.101074
	Iteration 63Q: 3 clusters Score -1.153615e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 100814 members 
Entering Unmasked Estep 
Score: -11536167.000000 Penalty: 5725.101074
	Iteration 64Q: 3 clusters Score -1.153617e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 100860 members 
Entering Unmasked Estep 
Score: -11536176.000000 Penalty: 5725.101074
	Iteration 65Q: 3 clusters Score -1.153618e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 100905 members 
Entering Unmasked Estep 
Score: -11536173.000000 Penalty: 5725.101074
	Iteration 66Q: 3 clusters Score -1.153617e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 100940 members 
Entering Unmasked Estep 
Score: -11536194.000000 Penalty: 5725.101074
	Iteration 67Q: 3 clusters Score -1.153619e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 100971 members 
Entering Unmasked Estep 
Score: -11536208.000000 Penalty: 5725.101074
	Iteration 68Q: 3 clusters Score -1.153621e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 101005 members 
Entering Unmasked Estep 
Score: -11536214.000000 Penalty: 5725.101074
	Iteration 69Q: 3 clusters Score -1.153621e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 101030 members 
Entering Unmasked Estep 
Score: -11536206.000000 Penalty: 5725.101074
	Iteration 70Q: 3 clusters Score -1.153621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 101050 members 
Entering Unmasked Estep 
Score: -11536213.000000 Penalty: 5725.101074
	Iteration 71Q: 3 clusters Score -1.153621e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 101075 members 
Entering Unmasked Estep 
Score: -11536210.000000 Penalty: 5725.101074
	Iteration 72Q: 3 clusters Score -1.153621e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 101099 members 
Entering Unmasked Estep 
Score: -11536219.000000 Penalty: 5725.101074
	Iteration 73Q: 3 clusters Score -1.153622e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 101126 members 
Entering Unmasked Estep 
Score: -11536231.000000 Penalty: 5725.101074
	Iteration 74Q: 3 clusters Score -1.153623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 101144 members 
Entering Unmasked Estep 
Score: -11536225.000000 Penalty: 5725.101074
	Iteration 75Q: 3 clusters Score -1.153622e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 101160 members 
Entering Unmasked Estep 
Score: -11536239.000000 Penalty: 5725.101074
	Iteration 76Q: 3 clusters Score -1.153624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 101174 members 
Entering Unmasked Estep 
Score: -11536247.000000 Penalty: 5725.101074
	Iteration 77Q: 3 clusters Score -1.153625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 101179 members 
Entering Unmasked Estep 
Score: -11536247.000000 Penalty: 5725.101074
	Iteration 78Q: 3 clusters Score -1.153625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 101182 members 
Entering Unmasked Estep 
Score: -11536248.000000 Penalty: 5725.101074
	Iteration 79Q: 3 clusters Score -1.153625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 101185 members 
Entering Unmasked Estep 
Score: -11536256.000000 Penalty: 5725.101074
	Iteration 80F: 3 clusters Score -1.153626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 101188 members 
Entering Unmasked Estep 
Score: -11536258.000000 Penalty: 5725.101074
	Iteration 81Q: 3 clusters Score -1.153626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 101191 members 
Entering Unmasked Estep 
Score: -11536258.000000 Penalty: 5725.101074
	Iteration 82Q: 3 clusters Score -1.153626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 101193 members 
Entering Unmasked Estep 
Score: -11536256.000000 Penalty: 5725.101074
	Iteration 83Q: 3 clusters Score -1.153626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 101196 members 
Entering Unmasked Estep 
Score: -11536258.000000 Penalty: 5725.101074
	Iteration 84Q: 3 clusters Score -1.153626e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 101198 members 
Entering Unmasked Estep 
Score: -11536254.000000 Penalty: 5725.101074
	Iteration 85Q: 3 clusters Score -1.153625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 101201 members 
Entering Unmasked Estep 
Score: -11536251.000000 Penalty: 5725.101074
	Iteration 86Q: 3 clusters Score -1.153625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 101203 members 
Entering Unmasked Estep 
Score: -11536249.000000 Penalty: 5725.101074
	Iteration 87Q: 3 clusters Score -1.153625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 101209 members 
Entering Unmasked Estep 
Score: -11536242.000000 Penalty: 5725.101074
	Iteration 88Q: 3 clusters Score -1.153624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 101214 members 
Entering Unmasked Estep 
Score: -11536247.000000 Penalty: 5725.101074
	Iteration 89Q: 3 clusters Score -1.153625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 101219 members 
Entering Unmasked Estep 
Score: -11536241.000000 Penalty: 5725.101074
	Iteration 90Q: 3 clusters Score -1.153624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 101225 members 
Entering Unmasked Estep 
Score: -11536253.000000 Penalty: 5725.101074
	Iteration 91Q: 3 clusters Score -1.153625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -11536263.000000 Penalty: 5725.101074
	Iteration 92Q: 3 clusters Score -1.153626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 101241 members 
Entering Unmasked Estep 
Score: -11536257.000000 Penalty: 5725.101074
	Iteration 93Q: 3 clusters Score -1.153626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 101252 members 
Entering Unmasked Estep 
Score: -11536260.000000 Penalty: 5725.101074
	Iteration 94Q: 3 clusters Score -1.153626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 101262 members 
Entering Unmasked Estep 
Score: -11536268.000000 Penalty: 5725.101074
	Iteration 95Q: 3 clusters Score -1.153627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 101269 members 
Entering Unmasked Estep 
Score: -11536269.000000 Penalty: 5725.101074
	Iteration 96Q: 3 clusters Score -1.153627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 101279 members 
Entering Unmasked Estep 
Score: -11536271.000000 Penalty: 5725.101074
	Iteration 97Q: 3 clusters Score -1.153627e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 101288 members 
Entering Unmasked Estep 
Score: -11536277.000000 Penalty: 5725.101074
	Iteration 98Q: 3 clusters Score -1.153628e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 101295 members 
Entering Unmasked Estep 
Score: -11536290.000000 Penalty: 5725.101074
	Iteration 99Q: 3 clusters Score -1.153629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 101301 members 
Entering Unmasked Estep 
Score: -11536296.000000 Penalty: 5725.101074
	Iteration 100F: 3 clusters Score -1.15363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 101312 members 
Entering Unmasked Estep 
Score: -11536282.000000 Penalty: 5725.101074
	Iteration 101Q: 3 clusters Score -1.153628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 101324 members 
Entering Unmasked Estep 
Score: -11536288.000000 Penalty: 5725.101074
	Iteration 102Q: 3 clusters Score -1.153629e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 101333 members 
Entering Unmasked Estep 
Score: -11536289.000000 Penalty: 5725.101074
	Iteration 103Q: 3 clusters Score -1.153629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 101340 members 
Entering Unmasked Estep 
Score: -11536289.000000 Penalty: 5725.101074
	Iteration 104Q: 3 clusters Score -1.153629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 101342 members 
Entering Unmasked Estep 
Score: -11536293.000000 Penalty: 5725.101074
	Iteration 105Q: 3 clusters Score -1.153629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 101343 members 
Entering Unmasked Estep 
Score: -11536284.000000 Penalty: 5725.101074
	Iteration 106Q: 3 clusters Score -1.153628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 101345 members 
Entering Unmasked Estep 
Score: -11536289.000000 Penalty: 5725.101074
	Iteration 107Q: 3 clusters Score -1.153629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 101345 members 
Entering Unmasked Estep 
Score: -11536289.000000 Penalty: 5725.101074
	Iteration 108F: 3 clusters Score -1.153629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -34705.746094 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -34705.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33301.804688 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -33301.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -33451.843750 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -33451.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -33529.816406 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -33529.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -33595.085938 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -33595.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -33650.925781 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -33650.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -33689.691406 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -33689.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33719.835938 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -33719.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33766.480469 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -33766.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33793.492188 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -33793.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -33814.992188 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -33814.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -33827.476562 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -33827.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33847.960938 Penalty: 2955.378662
	Iteration 11Q: 3 clusters Score -33847.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33884.019531 Penalty: 2955.378662
	Iteration 12Q: 3 clusters Score -33884.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -33907.851562 Penalty: 2955.378662
	Iteration 13Q: 3 clusters Score -33907.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -33917.757812 Penalty: 2955.378662
	Iteration 14Q: 3 clusters Score -33917.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33923.710938 Penalty: 2955.378662
	Iteration 15Q: 3 clusters Score -33923.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -33930.957031 Penalty: 2955.378662
	Iteration 16Q: 3 clusters Score -33930.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33932.046875 Penalty: 2955.378662
	Iteration 17Q: 3 clusters Score -33932.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -33933.054688 Penalty: 2955.378662
	Iteration 18F: 3 clusters Score -33933.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -33944.820312 Penalty: 2955.378662
	Iteration 19Q: 3 clusters Score -33944.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33951.117188 Penalty: 2955.378662
	Iteration 20F: 3 clusters Score -33951.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Entering Unmasked Estep 
Score: -4644513.500000 Penalty: 2644.338867
	Iteration 0F: 2 clusters Score -4644514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -4615730.000000 Penalty: 5288.677734
	Iteration 0F: 3 clusters Score -4615730 nChanged 19515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -4626327.500000 Penalty: 5288.677734
	Iteration 1F: 3 clusters Score -4626328 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -4626768.000000 Penalty: 5288.677734
	Iteration 2Q: 3 clusters Score -4626768 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -4627135.500000 Penalty: 5288.677734
	Iteration 3Q: 3 clusters Score -4627136 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -4627491.500000 Penalty: 5288.677734
	Iteration 4Q: 3 clusters Score -4627492 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -4627847.000000 Penalty: 5288.677734
	Iteration 5Q: 3 clusters Score -4627847 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -4628228.000000 Penalty: 5288.677734
	Iteration 6Q: 3 clusters Score -4628228 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -4628691.000000 Penalty: 5288.677734
	Iteration 7Q: 3 clusters Score -4628691 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -4629238.000000 Penalty: 5288.677734
	Iteration 8Q: 3 clusters Score -4629238 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -4629950.500000 Penalty: 5288.677734
	Iteration 9Q: 3 clusters Score -4629950 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -4630783.000000 Penalty: 5288.677734
	Iteration 10Q: 3 clusters Score -4630783 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -4631716.000000 Penalty: 5288.677734
	Iteration 11Q: 3 clusters Score -4631716 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4632560.000000 Penalty: 5288.677734
	Iteration 12Q: 3 clusters Score -4632560 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -4633179.000000 Penalty: 5288.677734
	Iteration 13Q: 3 clusters Score -4633179 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -4633624.500000 Penalty: 5288.677734
	Iteration 14Q: 3 clusters Score -4633624 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4633883.000000 Penalty: 5288.677734
	Iteration 15Q: 3 clusters Score -4633883 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -4634022.500000 Penalty: 5288.677734
	Iteration 16Q: 3 clusters Score -4634022 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -4634121.500000 Penalty: 5288.677734
	Iteration 17Q: 3 clusters Score -4634122 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -4634183.500000 Penalty: 5288.677734
	Iteration 18Q: 3 clusters Score -4634184 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -4634242.500000 Penalty: 5288.677734
	Iteration 19Q: 3 clusters Score -4634242 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -4634270.000000 Penalty: 5288.677734
	Iteration 20F: 3 clusters Score -4634270 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -4634355.000000 Penalty: 5288.677734
	Iteration 21Q: 3 clusters Score -4634355 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -4634395.000000 Penalty: 5288.677734
	Iteration 22Q: 3 clusters Score -4634395 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -4634459.500000 Penalty: 5288.677734
	Iteration 23Q: 3 clusters Score -4634460 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -4634570.500000 Penalty: 5288.677734
	Iteration 24Q: 3 clusters Score -4634570 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -4634698.500000 Penalty: 5288.677734
	Iteration 25Q: 3 clusters Score -4634698 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -4634811.000000 Penalty: 5288.677734
	Iteration 26Q: 3 clusters Score -4634811 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -4634934.000000 Penalty: 5288.677734
	Iteration 27Q: 3 clusters Score -4634934 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -4635012.500000 Penalty: 5288.677734
	Iteration 28Q: 3 clusters Score -4635012 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -4635047.000000 Penalty: 5288.677734
	Iteration 29Q: 3 clusters Score -4635047 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -4635116.500000 Penalty: 5288.677734
	Iteration 30Q: 3 clusters Score -4635116 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -4635143.500000 Penalty: 5288.677734
	Iteration 31Q: 3 clusters Score -4635144 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -4635170.500000 Penalty: 5288.677734
	Iteration 32Q: 3 clusters Score -4635170 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -4635221.500000 Penalty: 5288.677734
	Iteration 33Q: 3 clusters Score -4635222 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -4635260.500000 Penalty: 5288.677734
	Iteration 34Q: 3 clusters Score -4635260 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4635298.500000 Penalty: 5288.677734
	Iteration 35Q: 3 clusters Score -4635298 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -4635337.500000 Penalty: 5288.677734
	Iteration 36Q: 3 clusters Score -4635338 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -4635393.000000 Penalty: 5288.677734
	Iteration 37Q: 3 clusters Score -4635393 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -4635452.500000 Penalty: 5288.677734
	Iteration 38Q: 3 clusters Score -4635452 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -4635535.500000 Penalty: 5288.677734
	Iteration 39Q: 3 clusters Score -4635536 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4635659.000000 Penalty: 5288.677734
	Iteration 40F: 3 clusters Score -4635659 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -4635929.000000 Penalty: 5288.677734
	Iteration 41Q: 3 clusters Score -4635929 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -4636373.500000 Penalty: 5288.677734
	Iteration 42Q: 3 clusters Score -4636374 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -4637347.000000 Penalty: 5288.677734
	Iteration 43Q: 3 clusters Score -4637347 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -4638827.000000 Penalty: 5288.677734
	Iteration 44Q: 3 clusters Score -4638827 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -4639817.000000 Penalty: 5288.677734
	Iteration 45Q: 3 clusters Score -4639817 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -4640380.500000 Penalty: 5288.677734
	Iteration 46Q: 3 clusters Score -4640380 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -4640755.000000 Penalty: 5288.677734
	Iteration 47Q: 3 clusters Score -4640755 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4641034.500000 Penalty: 5288.677734
	Iteration 48Q: 3 clusters Score -4641034 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -4641240.000000 Penalty: 5288.677734
	Iteration 49Q: 3 clusters Score -4641240 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -4641374.000000 Penalty: 5288.677734
	Iteration 50Q: 3 clusters Score -4641374 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -4641484.500000 Penalty: 5288.677734
	Iteration 51Q: 3 clusters Score -4641484 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -4641560.500000 Penalty: 5288.677734
	Iteration 52Q: 3 clusters Score -4641560 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -4641625.000000 Penalty: 5288.677734
	Iteration 53Q: 3 clusters Score -4641625 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -4641678.500000 Penalty: 5288.677734
	Iteration 54Q: 3 clusters Score -4641678 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -4641707.500000 Penalty: 5288.677734
	Iteration 55Q: 3 clusters Score -4641708 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -4641735.000000 Penalty: 5288.677734
	Iteration 56Q: 3 clusters Score -4641735 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -4641777.500000 Penalty: 5288.677734
	Iteration 57Q: 3 clusters Score -4641778 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -4641814.000000 Penalty: 5288.677734
	Iteration 58Q: 3 clusters Score -4641814 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4641847.000000 Penalty: 5288.677734
	Iteration 59Q: 3 clusters Score -4641847 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -4641865.000000 Penalty: 5288.677734
	Iteration 60F: 3 clusters Score -4641865 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -4641884.000000 Penalty: 5288.677734
	Iteration 61Q: 3 clusters Score -4641884 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -4641881.000000 Penalty: 5288.677734
	Iteration 62Q: 3 clusters Score -4641881 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -4641903.000000 Penalty: 5288.677734
	Iteration 63Q: 3 clusters Score -4641903 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4641921.500000 Penalty: 5288.677734
	Iteration 64Q: 3 clusters Score -4641922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -4641936.500000 Penalty: 5288.677734
	Iteration 65Q: 3 clusters Score -4641936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -4641944.000000 Penalty: 5288.677734
	Iteration 66Q: 3 clusters Score -4641944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -4641948.500000 Penalty: 5288.677734
	Iteration 67Q: 3 clusters Score -4641948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -4641957.000000 Penalty: 5288.677734
	Iteration 68Q: 3 clusters Score -4641957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -4641966.500000 Penalty: 5288.677734
	Iteration 69Q: 3 clusters Score -4641966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -4641970.000000 Penalty: 5288.677734
	Iteration 70Q: 3 clusters Score -4641970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4641984.000000 Penalty: 5288.677734
	Iteration 71Q: 3 clusters Score -4641984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -4641994.000000 Penalty: 5288.677734
	Iteration 72Q: 3 clusters Score -4641994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -4642007.500000 Penalty: 5288.677734
	Iteration 73Q: 3 clusters Score -4642008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -4642011.000000 Penalty: 5288.677734
	Iteration 74Q: 3 clusters Score -4642011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4642023.000000 Penalty: 5288.677734
	Iteration 75Q: 3 clusters Score -4642023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -4642024.000000 Penalty: 5288.677734
	Iteration 76Q: 3 clusters Score -4642024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4642017.000000 Penalty: 5288.677734
	Iteration 77Q: 3 clusters Score -4642017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -4642022.500000 Penalty: 5288.677734
	Iteration 78Q: 3 clusters Score -4642022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -4642030.500000 Penalty: 5288.677734
	Iteration 79Q: 3 clusters Score -4642030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -4642034.000000 Penalty: 5288.677734
	Iteration 80F: 3 clusters Score -4642034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -4642038.500000 Penalty: 5288.677734
	Iteration 81Q: 3 clusters Score -4642038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -4642036.500000 Penalty: 5288.677734
	Iteration 82Q: 3 clusters Score -4642036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4642042.000000 Penalty: 5288.677734
	Iteration 83Q: 3 clusters Score -4642042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -4642046.500000 Penalty: 5288.677734
	Iteration 84Q: 3 clusters Score -4642046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4642054.000000 Penalty: 5288.677734
	Iteration 85Q: 3 clusters Score -4642054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -4642061.500000 Penalty: 5288.677734
	Iteration 86Q: 3 clusters Score -4642062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4642063.000000 Penalty: 5288.677734
	Iteration 87Q: 3 clusters Score -4642063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -4642065.500000 Penalty: 5288.677734
	Iteration 88Q: 3 clusters Score -4642066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -4642063.500000 Penalty: 5288.677734
	Iteration 89Q: 3 clusters Score -4642064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -4642060.000000 Penalty: 5288.677734
	Iteration 90Q: 3 clusters Score -4642060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4642067.500000 Penalty: 5288.677734
	Iteration 91Q: 3 clusters Score -4642068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4642070.000000 Penalty: 5288.677734
	Iteration 92Q: 3 clusters Score -4642070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4642072.000000 Penalty: 5288.677734
	Iteration 93Q: 3 clusters Score -4642072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -4642074.000000 Penalty: 5288.677734
	Iteration 94Q: 3 clusters Score -4642074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4642071.000000 Penalty: 5288.677734
	Iteration 95Q: 3 clusters Score -4642071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -4642072.500000 Penalty: 5288.677734
	Iteration 96Q: 3 clusters Score -4642072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -4642067.000000 Penalty: 5288.677734
	Iteration 97Q: 3 clusters Score -4642067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -4642072.500000 Penalty: 5288.677734
	Iteration 98Q: 3 clusters Score -4642072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -4642079.500000 Penalty: 5288.677734
	Iteration 99Q: 3 clusters Score -4642080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -4642072.000000 Penalty: 5288.677734
	Iteration 100F: 3 clusters Score -4642072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4642079.000000 Penalty: 5288.677734
	Iteration 101Q: 3 clusters Score -4642079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -4642084.500000 Penalty: 5288.677734
	Iteration 102Q: 3 clusters Score -4642084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4642081.000000 Penalty: 5288.677734
	Iteration 103Q: 3 clusters Score -4642081 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -4642081.000000 Penalty: 5288.677734
	Iteration 104Q: 3 clusters Score -4642081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -4642089.000000 Penalty: 5288.677734
	Iteration 105Q: 3 clusters Score -4642089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4642091.500000 Penalty: 5288.677734
	Iteration 106Q: 3 clusters Score -4642092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -4642095.000000 Penalty: 5288.677734
	Iteration 107Q: 3 clusters Score -4642095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -4642094.500000 Penalty: 5288.677734
	Iteration 108Q: 3 clusters Score -4642094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4642093.000000 Penalty: 5288.677734
	Iteration 109Q: 3 clusters Score -4642093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4642094.000000 Penalty: 5288.677734
	Iteration 110Q: 3 clusters Score -4642094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -4642097.000000 Penalty: 5288.677734
	Iteration 111Q: 3 clusters Score -4642097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -4642096.500000 Penalty: 5288.677734
	Iteration 112Q: 3 clusters Score -4642096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -4642094.500000 Penalty: 5288.677734
	Iteration 113Q: 3 clusters Score -4642094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4642094.000000 Penalty: 5288.677734
	Iteration 114Q: 3 clusters Score -4642094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -4642102.000000 Penalty: 5288.677734
	Iteration 115Q: 3 clusters Score -4642102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4642107.500000 Penalty: 5288.677734
	Iteration 116Q: 3 clusters Score -4642108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4642096.500000 Penalty: 5288.677734
	Iteration 117Q: 3 clusters Score -4642096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4642097.000000 Penalty: 5288.677734
	Iteration 118Q: 3 clusters Score -4642097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -4642099.000000 Penalty: 5288.677734
	Iteration 119Q: 3 clusters Score -4642099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -4642097.500000 Penalty: 5288.677734
	Iteration 120F: 3 clusters Score -4642098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4642101.500000 Penalty: 5288.677734
	Iteration 121Q: 3 clusters Score -4642102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4642102.000000 Penalty: 5288.677734
	Iteration 122Q: 3 clusters Score -4642102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4642100.000000 Penalty: 5288.677734
	Iteration 123Q: 3 clusters Score -4642100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -4642096.000000 Penalty: 5288.677734
	Iteration 124Q: 3 clusters Score -4642096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4642096.500000 Penalty: 5288.677734
	Iteration 125Q: 3 clusters Score -4642096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4642092.500000 Penalty: 5288.677734
	Iteration 126Q: 3 clusters Score -4642092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4642098.000000 Penalty: 5288.677734
	Iteration 127Q: 3 clusters Score -4642098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -4642096.500000 Penalty: 5288.677734
	Iteration 128Q: 3 clusters Score -4642096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4642091.500000 Penalty: 5288.677734
	Iteration 129Q: 3 clusters Score -4642092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4642097.500000 Penalty: 5288.677734
	Iteration 130Q: 3 clusters Score -4642098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -4642098.500000 Penalty: 5288.677734
	Iteration 131Q: 3 clusters Score -4642098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4642099.500000 Penalty: 5288.677734
	Iteration 132Q: 3 clusters Score -4642100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4642102.500000 Penalty: 5288.677734
	Iteration 133Q: 3 clusters Score -4642102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -4642101.500000 Penalty: 5288.677734
	Iteration 134Q: 3 clusters Score -4642102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -4642104.500000 Penalty: 5288.677734
	Iteration 135Q: 3 clusters Score -4642104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -4642102.500000 Penalty: 5288.677734
	Iteration 136Q: 3 clusters Score -4642102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4642106.000000 Penalty: 5288.677734
	Iteration 137Q: 3 clusters Score -4642106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4642106.500000 Penalty: 5288.677734
	Iteration 138Q: 3 clusters Score -4642106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -4642104.500000 Penalty: 5288.677734
	Iteration 139Q: 3 clusters Score -4642104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -4642104.500000 Penalty: 5288.677734
	Iteration 140F: 3 clusters Score -4642104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Entering Unmasked Estep 
Score: -496422.281250 Penalty: 2125.589111
	Iteration 0F: 2 clusters Score -496422.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -491789.031250 Penalty: 4251.178223
	Iteration 0F: 3 clusters Score -491789 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -493001.312500 Penalty: 4251.178223
	Iteration 1F: 3 clusters Score -493001.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -493406.812500 Penalty: 4251.178223
	Iteration 2F: 3 clusters Score -493406.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -493745.250000 Penalty: 4251.178223
	Iteration 3F: 3 clusters Score -493745.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -494180.468750 Penalty: 4251.178223
	Iteration 4F: 3 clusters Score -494180.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -494642.218750 Penalty: 4251.178223
	Iteration 5F: 3 clusters Score -494642.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -495109.812500 Penalty: 4251.178223
	Iteration 6F: 3 clusters Score -495109.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -495519.093750 Penalty: 4251.178223
	Iteration 7F: 3 clusters Score -495519.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -495878.343750 Penalty: 4251.178223
	Iteration 8Q: 3 clusters Score -495878.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -496084.625000 Penalty: 4251.178223
	Iteration 9Q: 3 clusters Score -496084.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -496175.656250 Penalty: 4251.178223
	Iteration 10Q: 3 clusters Score -496175.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -496229.125000 Penalty: 4251.178223
	Iteration 11Q: 3 clusters Score -496229.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -496247.531250 Penalty: 4251.178223
	Iteration 12Q: 3 clusters Score -496247.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -496256.781250 Penalty: 4251.178223
	Iteration 13Q: 3 clusters Score -496256.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -496260.937500 Penalty: 4251.178223
	Iteration 14Q: 3 clusters Score -496260.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -496264.875000 Penalty: 4251.178223
	Iteration 15Q: 3 clusters Score -496264.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -496268.500000 Penalty: 4251.178223
	Iteration 16Q: 3 clusters Score -496268.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -496271.531250 Penalty: 4251.178223
	Iteration 17Q: 3 clusters Score -496271.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -496274.968750 Penalty: 4251.178223
	Iteration 18Q: 3 clusters Score -496275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -496277.875000 Penalty: 4251.178223
	Iteration 19Q: 3 clusters Score -496277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -496278.093750 Penalty: 4251.178223
	Iteration 20F: 3 clusters Score -496278.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -496278.968750 Penalty: 4251.178223
	Iteration 21Q: 3 clusters Score -496279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -496280.343750 Penalty: 4251.178223
	Iteration 22Q: 3 clusters Score -496280.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -496280.343750 Penalty: 4251.178223
	Iteration 23F: 3 clusters Score -496280.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (84990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84990 members 
Entering Unmasked Estep 
Score: -9616760.000000 Penalty: 2814.871582
	Iteration 0F: 2 clusters Score -9616760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -9559910.000000 Penalty: 5629.743164
	Iteration 0F: 3 clusters Score -9559910 nChanged 40004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -9583307.000000 Penalty: 5629.743164
	Iteration 1F: 3 clusters Score -9583307 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -9585077.000000 Penalty: 5629.743164
	Iteration 2Q: 3 clusters Score -9585077 nChanged 5095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50669 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -9587846.000000 Penalty: 5629.743164
	Iteration 3F: 3 clusters Score -9587846 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -9592130.000000 Penalty: 5629.743164
	Iteration 4F: 3 clusters Score -9592130 nChanged 7052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61379 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -9597811.000000 Penalty: 5629.743164
	Iteration 5F: 3 clusters Score -9597811 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67309 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -9603844.000000 Penalty: 5629.743164
	Iteration 6F: 3 clusters Score -9603844 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71878 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -9608861.000000 Penalty: 5629.743164
	Iteration 7F: 3 clusters Score -9608861 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74509 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -9612071.000000 Penalty: 5629.743164
	Iteration 8Q: 3 clusters Score -9612071 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -9613466.000000 Penalty: 5629.743164
	Iteration 9Q: 3 clusters Score -9613466 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -9613969.000000 Penalty: 5629.743164
	Iteration 10Q: 3 clusters Score -9613969 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77372 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -9614279.000000 Penalty: 5629.743164
	Iteration 11Q: 3 clusters Score -9614279 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77943 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -9614561.000000 Penalty: 5629.743164
	Iteration 12Q: 3 clusters Score -9614561 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -9614717.000000 Penalty: 5629.743164
	Iteration 13Q: 3 clusters Score -9614717 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -9614887.000000 Penalty: 5629.743164
	Iteration 14Q: 3 clusters Score -9614887 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79268 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -9615014.000000 Penalty: 5629.743164
	Iteration 15Q: 3 clusters Score -9615014 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79581 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -9615107.000000 Penalty: 5629.743164
	Iteration 16Q: 3 clusters Score -9615107 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79834 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -9615215.000000 Penalty: 5629.743164
	Iteration 17Q: 3 clusters Score -9615215 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80093 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -9615269.000000 Penalty: 5629.743164
	Iteration 18Q: 3 clusters Score -9615269 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80320 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -9615312.000000 Penalty: 5629.743164
	Iteration 19Q: 3 clusters Score -9615312 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80536 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -9615357.000000 Penalty: 5629.743164
	Iteration 20F: 3 clusters Score -9615357 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80755 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -9615408.000000 Penalty: 5629.743164
	Iteration 21Q: 3 clusters Score -9615408 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80940 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -9615475.000000 Penalty: 5629.743164
	Iteration 22Q: 3 clusters Score -9615475 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -9615487.000000 Penalty: 5629.743164
	Iteration 23Q: 3 clusters Score -9615487 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -9615527.000000 Penalty: 5629.743164
	Iteration 24Q: 3 clusters Score -9615527 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81308 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -9615555.000000 Penalty: 5629.743164
	Iteration 25Q: 3 clusters Score -9615555 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81404 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -9615598.000000 Penalty: 5629.743164
	Iteration 26Q: 3 clusters Score -9615598 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81481 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -9615616.000000 Penalty: 5629.743164
	Iteration 27Q: 3 clusters Score -9615616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -9615622.000000 Penalty: 5629.743164
	Iteration 28Q: 3 clusters Score -9615622 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81629 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -9615627.000000 Penalty: 5629.743164
	Iteration 29Q: 3 clusters Score -9615627 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81688 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -9615636.000000 Penalty: 5629.743164
	Iteration 30Q: 3 clusters Score -9615636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -9615630.000000 Penalty: 5629.743164
	Iteration 31Q: 3 clusters Score -9615630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81785 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -9615632.000000 Penalty: 5629.743164
	Iteration 32Q: 3 clusters Score -9615632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81828 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -9615662.000000 Penalty: 5629.743164
	Iteration 33Q: 3 clusters Score -9615662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81865 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -9615656.000000 Penalty: 5629.743164
	Iteration 34Q: 3 clusters Score -9615656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81899 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -9615667.000000 Penalty: 5629.743164
	Iteration 35Q: 3 clusters Score -9615667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81935 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -9615652.000000 Penalty: 5629.743164
	Iteration 36Q: 3 clusters Score -9615652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81969 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -9615672.000000 Penalty: 5629.743164
	Iteration 37Q: 3 clusters Score -9615672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82001 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -9615689.000000 Penalty: 5629.743164
	Iteration 38Q: 3 clusters Score -9615689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82021 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -9615688.000000 Penalty: 5629.743164
	Iteration 39Q: 3 clusters Score -9615688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82037 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -9615681.000000 Penalty: 5629.743164
	Iteration 40F: 3 clusters Score -9615681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82053 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -9615688.000000 Penalty: 5629.743164
	Iteration 41Q: 3 clusters Score -9615688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82075 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -9615703.000000 Penalty: 5629.743164
	Iteration 42Q: 3 clusters Score -9615703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -9615681.000000 Penalty: 5629.743164
	Iteration 43Q: 3 clusters Score -9615681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -9615682.000000 Penalty: 5629.743164
	Iteration 44Q: 3 clusters Score -9615682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82135 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -9615682.000000 Penalty: 5629.743164
	Iteration 45Q: 3 clusters Score -9615682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82160 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -9615688.000000 Penalty: 5629.743164
	Iteration 46Q: 3 clusters Score -9615688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -9615694.000000 Penalty: 5629.743164
	Iteration 47Q: 3 clusters Score -9615694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -9615696.000000 Penalty: 5629.743164
	Iteration 48Q: 3 clusters Score -9615696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -9615701.000000 Penalty: 5629.743164
	Iteration 49Q: 3 clusters Score -9615701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82215 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -9615700.000000 Penalty: 5629.743164
	Iteration 50Q: 3 clusters Score -9615700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82226 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -9615713.000000 Penalty: 5629.743164
	Iteration 51Q: 3 clusters Score -9615713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -9615715.000000 Penalty: 5629.743164
	Iteration 52Q: 3 clusters Score -9615715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -9615720.000000 Penalty: 5629.743164
	Iteration 53Q: 3 clusters Score -9615720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82254 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -9615723.000000 Penalty: 5629.743164
	Iteration 54Q: 3 clusters Score -9615723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82269 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -9615723.000000 Penalty: 5629.743164
	Iteration 55Q: 3 clusters Score -9615723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -9615721.000000 Penalty: 5629.743164
	Iteration 56Q: 3 clusters Score -9615721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -9615718.000000 Penalty: 5629.743164
	Iteration 57Q: 3 clusters Score -9615718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82287 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -9615717.000000 Penalty: 5629.743164
	Iteration 58Q: 3 clusters Score -9615717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82290 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -9615716.000000 Penalty: 5629.743164
	Iteration 59Q: 3 clusters Score -9615716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -9615716.000000 Penalty: 5629.743164
	Iteration 60F: 3 clusters Score -9615716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82296 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -9615721.000000 Penalty: 5629.743164
	Iteration 61Q: 3 clusters Score -9615721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -9615715.000000 Penalty: 5629.743164
	Iteration 62Q: 3 clusters Score -9615715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82298 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -9615715.000000 Penalty: 5629.743164
	Iteration 63F: 3 clusters Score -9615715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -159724.500000 Penalty: 1806.635620
	Iteration 0F: 2 clusters Score -159724.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -157448.281250 Penalty: 3613.271240
	Iteration 0F: 3 clusters Score -157448.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -157790.578125 Penalty: 3613.271240
	Iteration 1F: 3 clusters Score -157790.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -157885.281250 Penalty: 3613.271240
	Iteration 2F: 3 clusters Score -157885.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157923.656250 Penalty: 3613.271240
	Iteration 3Q: 3 clusters Score -157923.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -157952.687500 Penalty: 3613.271240
	Iteration 4Q: 3 clusters Score -157952.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157970.218750 Penalty: 3613.271240
	Iteration 5Q: 3 clusters Score -157970.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -157980.875000 Penalty: 3613.271240
	Iteration 6Q: 3 clusters Score -157980.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -157993.156250 Penalty: 3613.271240
	Iteration 7Q: 3 clusters Score -157993.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -158006.328125 Penalty: 3613.271240
	Iteration 8Q: 3 clusters Score -158006.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -158016.968750 Penalty: 3613.271240
	Iteration 9Q: 3 clusters Score -158017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -158023.750000 Penalty: 3613.271240
	Iteration 10Q: 3 clusters Score -158023.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -158034.250000 Penalty: 3613.271240
	Iteration 11Q: 3 clusters Score -158034.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -158044.359375 Penalty: 3613.271240
	Iteration 12Q: 3 clusters Score -158044.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -158051.078125 Penalty: 3613.271240
	Iteration 13Q: 3 clusters Score -158051.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -158056.265625 Penalty: 3613.271240
	Iteration 14Q: 3 clusters Score -158056.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -158057.500000 Penalty: 3613.271240
	Iteration 15Q: 3 clusters Score -158057.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -158059.015625 Penalty: 3613.271240
	Iteration 16Q: 3 clusters Score -158059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -158063.328125 Penalty: 3613.271240
	Iteration 17Q: 3 clusters Score -158063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -158067.281250 Penalty: 3613.271240
	Iteration 18Q: 3 clusters Score -158067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -158067.765625 Penalty: 3613.271240
	Iteration 19Q: 3 clusters Score -158067.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -158067.765625 Penalty: 3613.271240
	Iteration 20F: 3 clusters Score -158067.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Entering Unmasked Estep 
Score: -423161.437500 Penalty: 2055.743652
	Iteration 0F: 2 clusters Score -423161.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -419271.531250 Penalty: 4111.487305
	Iteration 0F: 3 clusters Score -419271.5 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -420119.812500 Penalty: 4111.487305
	Iteration 1F: 3 clusters Score -420119.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -420340.781250 Penalty: 4111.487305
	Iteration 2F: 3 clusters Score -420340.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -420544.062500 Penalty: 4111.487305
	Iteration 3F: 3 clusters Score -420544.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -420782.937500 Penalty: 4111.487305
	Iteration 4F: 3 clusters Score -420782.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -420980.000000 Penalty: 4111.487305
	Iteration 5F: 3 clusters Score -420980 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -421163.781250 Penalty: 4111.487305
	Iteration 6F: 3 clusters Score -421163.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -421328.375000 Penalty: 4111.487305
	Iteration 7Q: 3 clusters Score -421328.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -421455.968750 Penalty: 4111.487305
	Iteration 8Q: 3 clusters Score -421456 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -421554.312500 Penalty: 4111.487305
	Iteration 9Q: 3 clusters Score -421554.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -421631.593750 Penalty: 4111.487305
	Iteration 10Q: 3 clusters Score -421631.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -421690.625000 Penalty: 4111.487305
	Iteration 11Q: 3 clusters Score -421690.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -421744.468750 Penalty: 4111.487305
	Iteration 12Q: 3 clusters Score -421744.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -421775.750000 Penalty: 4111.487305
	Iteration 13Q: 3 clusters Score -421775.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -421800.406250 Penalty: 4111.487305
	Iteration 14Q: 3 clusters Score -421800.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -421815.750000 Penalty: 4111.487305
	Iteration 15Q: 3 clusters Score -421815.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -421829.343750 Penalty: 4111.487305
	Iteration 16Q: 3 clusters Score -421829.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -421841.312500 Penalty: 4111.487305
	Iteration 17Q: 3 clusters Score -421841.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -421847.156250 Penalty: 4111.487305
	Iteration 18Q: 3 clusters Score -421847.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -421855.468750 Penalty: 4111.487305
	Iteration 19Q: 3 clusters Score -421855.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -421857.218750 Penalty: 4111.487305
	Iteration 20F: 3 clusters Score -421857.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -421859.718750 Penalty: 4111.487305
	Iteration 21Q: 3 clusters Score -421859.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -421863.500000 Penalty: 4111.487305
	Iteration 22Q: 3 clusters Score -421863.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -421867.812500 Penalty: 4111.487305
	Iteration 23Q: 3 clusters Score -421867.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -421871.781250 Penalty: 4111.487305
	Iteration 24Q: 3 clusters Score -421871.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -421875.031250 Penalty: 4111.487305
	Iteration 25Q: 3 clusters Score -421875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -421879.093750 Penalty: 4111.487305
	Iteration 26Q: 3 clusters Score -421879.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -421882.281250 Penalty: 4111.487305
	Iteration 27Q: 3 clusters Score -421882.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -421886.375000 Penalty: 4111.487305
	Iteration 28Q: 3 clusters Score -421886.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -421891.000000 Penalty: 4111.487305
	Iteration 29Q: 3 clusters Score -421891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -421892.281250 Penalty: 4111.487305
	Iteration 30Q: 3 clusters Score -421892.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -421894.156250 Penalty: 4111.487305
	Iteration 31Q: 3 clusters Score -421894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -421893.218750 Penalty: 4111.487305
	Iteration 32Q: 3 clusters Score -421893.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -421893.218750 Penalty: 4111.487305
	Iteration 33F: 3 clusters Score -421893.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -56554.894531 Penalty: 1588.086304
	Iteration 0F: 2 clusters Score -56554.89 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 281 members 
Entering Unmasked Estep 
Score: -54984.660156 Penalty: 3176.172607
	Iteration 0F: 3 clusters Score -54984.66 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55295.433594 Penalty: 3176.172607
	Iteration 1F: 3 clusters Score -55295.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55468.046875 Penalty: 3176.172607
	Iteration 2F: 3 clusters Score -55468.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55541.125000 Penalty: 3176.172607
	Iteration 3F: 3 clusters Score -55541.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55585.378906 Penalty: 3176.172607
	Iteration 4Q: 3 clusters Score -55585.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55604.242188 Penalty: 3176.172607
	Iteration 5Q: 3 clusters Score -55604.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55631.707031 Penalty: 3176.172607
	Iteration 6Q: 3 clusters Score -55631.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55648.453125 Penalty: 3176.172607
	Iteration 7Q: 3 clusters Score -55648.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55661.082031 Penalty: 3176.172607
	Iteration 8Q: 3 clusters Score -55661.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55671.730469 Penalty: 3176.172607
	Iteration 9Q: 3 clusters Score -55671.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55676.894531 Penalty: 3176.172607
	Iteration 10Q: 3 clusters Score -55676.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55678.816406 Penalty: 3176.172607
	Iteration 11Q: 3 clusters Score -55678.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55678.816406 Penalty: 3176.172607
	Iteration 12F: 3 clusters Score -55678.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Entering Unmasked Estep 
Score: -962202.187500 Penalty: 2245.835938
	Iteration 0F: 2 clusters Score -962202.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -955464.562500 Penalty: 4491.671875
	Iteration 0F: 3 clusters Score -955464.6 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -957301.875000 Penalty: 4491.671875
	Iteration 1F: 3 clusters Score -957301.9 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -957569.000000 Penalty: 4491.671875
	Iteration 2F: 3 clusters Score -957569 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -957749.312500 Penalty: 4491.671875
	Iteration 3Q: 3 clusters Score -957749.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -957877.750000 Penalty: 4491.671875
	Iteration 4Q: 3 clusters Score -957877.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -957978.125000 Penalty: 4491.671875
	Iteration 5Q: 3 clusters Score -957978.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -958061.250000 Penalty: 4491.671875
	Iteration 6Q: 3 clusters Score -958061.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -958128.250000 Penalty: 4491.671875
	Iteration 7Q: 3 clusters Score -958128.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -958189.687500 Penalty: 4491.671875
	Iteration 8Q: 3 clusters Score -958189.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -958255.750000 Penalty: 4491.671875
	Iteration 9Q: 3 clusters Score -958255.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -958313.625000 Penalty: 4491.671875
	Iteration 10Q: 3 clusters Score -958313.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -958376.500000 Penalty: 4491.671875
	Iteration 11Q: 3 clusters Score -958376.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -958432.062500 Penalty: 4491.671875
	Iteration 12Q: 3 clusters Score -958432.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -958484.125000 Penalty: 4491.671875
	Iteration 13Q: 3 clusters Score -958484.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -958532.125000 Penalty: 4491.671875
	Iteration 14Q: 3 clusters Score -958532.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -958590.062500 Penalty: 4491.671875
	Iteration 15Q: 3 clusters Score -958590.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -958652.562500 Penalty: 4491.671875
	Iteration 16Q: 3 clusters Score -958652.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -958736.312500 Penalty: 4491.671875
	Iteration 17Q: 3 clusters Score -958736.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -958842.000000 Penalty: 4491.671875
	Iteration 18Q: 3 clusters Score -958842 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -958990.500000 Penalty: 4491.671875
	Iteration 19Q: 3 clusters Score -958990.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -959181.562500 Penalty: 4491.671875
	Iteration 20F: 3 clusters Score -959181.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -959364.000000 Penalty: 4491.671875
	Iteration 21Q: 3 clusters Score -959364 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -959562.000000 Penalty: 4491.671875
	Iteration 22Q: 3 clusters Score -959562 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -959765.062500 Penalty: 4491.671875
	Iteration 23Q: 3 clusters Score -959765.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -959978.437500 Penalty: 4491.671875
	Iteration 24Q: 3 clusters Score -959978.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -960156.437500 Penalty: 4491.671875
	Iteration 25Q: 3 clusters Score -960156.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -960282.750000 Penalty: 4491.671875
	Iteration 26Q: 3 clusters Score -960282.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -960373.937500 Penalty: 4491.671875
	Iteration 27Q: 3 clusters Score -960373.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -960440.500000 Penalty: 4491.671875
	Iteration 28Q: 3 clusters Score -960440.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -960496.187500 Penalty: 4491.671875
	Iteration 29Q: 3 clusters Score -960496.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -960530.437500 Penalty: 4491.671875
	Iteration 30Q: 3 clusters Score -960530.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -960541.437500 Penalty: 4491.671875
	Iteration 31Q: 3 clusters Score -960541.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -960551.812500 Penalty: 4491.671875
	Iteration 32Q: 3 clusters Score -960551.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -960560.937500 Penalty: 4491.671875
	Iteration 33Q: 3 clusters Score -960560.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -960565.250000 Penalty: 4491.671875
	Iteration 34Q: 3 clusters Score -960565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -960566.062500 Penalty: 4491.671875
	Iteration 35Q: 3 clusters Score -960566.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -960565.375000 Penalty: 4491.671875
	Iteration 36Q: 3 clusters Score -960565.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -960566.687500 Penalty: 4491.671875
	Iteration 37Q: 3 clusters Score -960566.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -960568.125000 Penalty: 4491.671875
	Iteration 38Q: 3 clusters Score -960568.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -960588.562500 Penalty: 4491.671875
	Iteration 39F: 3 clusters Score -960588.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -960600.625000 Penalty: 4491.671875
	Iteration 40F: 3 clusters Score -960600.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -960604.562500 Penalty: 4491.671875
	Iteration 41Q: 3 clusters Score -960604.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -960609.562500 Penalty: 4491.671875
	Iteration 42Q: 3 clusters Score -960609.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -960612.937500 Penalty: 4491.671875
	Iteration 43Q: 3 clusters Score -960612.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -960616.750000 Penalty: 4491.671875
	Iteration 44Q: 3 clusters Score -960616.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -960619.937500 Penalty: 4491.671875
	Iteration 45Q: 3 clusters Score -960619.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -960629.187500 Penalty: 4491.671875
	Iteration 46Q: 3 clusters Score -960629.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -960638.875000 Penalty: 4491.671875
	Iteration 47Q: 3 clusters Score -960638.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -960645.000000 Penalty: 4491.671875
	Iteration 48Q: 3 clusters Score -960645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -960650.562500 Penalty: 4491.671875
	Iteration 49Q: 3 clusters Score -960650.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -960660.062500 Penalty: 4491.671875
	Iteration 50Q: 3 clusters Score -960660.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -960666.625000 Penalty: 4491.671875
	Iteration 51Q: 3 clusters Score -960666.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -960668.312500 Penalty: 4491.671875
	Iteration 52Q: 3 clusters Score -960668.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -960669.375000 Penalty: 4491.671875
	Iteration 53Q: 3 clusters Score -960669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -960668.312500 Penalty: 4491.671875
	Iteration 54Q: 3 clusters Score -960668.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -960670.687500 Penalty: 4491.671875
	Iteration 55Q: 3 clusters Score -960670.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -960673.000000 Penalty: 4491.671875
	Iteration 56Q: 3 clusters Score -960673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -960673.875000 Penalty: 4491.671875
	Iteration 57F: 3 clusters Score -960673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -960674.562500 Penalty: 4491.671875
	Iteration 58Q: 3 clusters Score -960674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -960678.000000 Penalty: 4491.671875
	Iteration 59Q: 3 clusters Score -960678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -960679.500000 Penalty: 4491.671875
	Iteration 60F: 3 clusters Score -960679.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -960682.500000 Penalty: 4491.671875
	Iteration 61Q: 3 clusters Score -960682.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -960684.562500 Penalty: 4491.671875
	Iteration 62Q: 3 clusters Score -960684.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -960683.750000 Penalty: 4491.671875
	Iteration 63Q: 3 clusters Score -960683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -960685.687500 Penalty: 4491.671875
	Iteration 64Q: 3 clusters Score -960685.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -960686.437500 Penalty: 4491.671875
	Iteration 65Q: 3 clusters Score -960686.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -960686.250000 Penalty: 4491.671875
	Iteration 66Q: 3 clusters Score -960686.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -960686.250000 Penalty: 4491.671875
	Iteration 67F: 3 clusters Score -960686.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -266267.218750 Penalty: 1931.989990
	Iteration 0F: 2 clusters Score -266267.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -263338.000000 Penalty: 3863.979980
	Iteration 0F: 3 clusters Score -263338 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -263925.218750 Penalty: 3863.979980
	Iteration 1F: 3 clusters Score -263925.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -264147.843750 Penalty: 3863.979980
	Iteration 2F: 3 clusters Score -264147.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -264390.375000 Penalty: 3863.979980
	Iteration 3F: 3 clusters Score -264390.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -264632.218750 Penalty: 3863.979980
	Iteration 4F: 3 clusters Score -264632.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -264783.093750 Penalty: 3863.979980
	Iteration 5F: 3 clusters Score -264783.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -264898.437500 Penalty: 3863.979980
	Iteration 6Q: 3 clusters Score -264898.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -265003.000000 Penalty: 3863.979980
	Iteration 7Q: 3 clusters Score -265003 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -265094.281250 Penalty: 3863.979980
	Iteration 8Q: 3 clusters Score -265094.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -265180.468750 Penalty: 3863.979980
	Iteration 9Q: 3 clusters Score -265180.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -265243.093750 Penalty: 3863.979980
	Iteration 10Q: 3 clusters Score -265243.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -265302.656250 Penalty: 3863.979980
	Iteration 11Q: 3 clusters Score -265302.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -265352.937500 Penalty: 3863.979980
	Iteration 12Q: 3 clusters Score -265352.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -265388.062500 Penalty: 3863.979980
	Iteration 13Q: 3 clusters Score -265388.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -265420.281250 Penalty: 3863.979980
	Iteration 14Q: 3 clusters Score -265420.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -265447.750000 Penalty: 3863.979980
	Iteration 15Q: 3 clusters Score -265447.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -265477.031250 Penalty: 3863.979980
	Iteration 16Q: 3 clusters Score -265477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -265509.937500 Penalty: 3863.979980
	Iteration 17Q: 3 clusters Score -265509.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -265536.593750 Penalty: 3863.979980
	Iteration 18Q: 3 clusters Score -265536.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -265561.812500 Penalty: 3863.979980
	Iteration 19Q: 3 clusters Score -265561.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -265578.812500 Penalty: 3863.979980
	Iteration 20F: 3 clusters Score -265578.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -265589.937500 Penalty: 3863.979980
	Iteration 21Q: 3 clusters Score -265589.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -265598.875000 Penalty: 3863.979980
	Iteration 22Q: 3 clusters Score -265598.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -265608.031250 Penalty: 3863.979980
	Iteration 23Q: 3 clusters Score -265608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -265622.656250 Penalty: 3863.979980
	Iteration 24Q: 3 clusters Score -265622.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -265634.656250 Penalty: 3863.979980
	Iteration 25Q: 3 clusters Score -265634.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -265638.000000 Penalty: 3863.979980
	Iteration 26Q: 3 clusters Score -265638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -265641.968750 Penalty: 3863.979980
	Iteration 27Q: 3 clusters Score -265642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -265641.968750 Penalty: 3863.979980
	Iteration 28F: 3 clusters Score -265642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -126396.109375 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -126396.1 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 610 members 
Entering Unmasked Estep 
Score: -124284.242188 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -124284.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -124603.414062 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -124603.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -124712.593750 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -124712.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -124776.195312 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -124776.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -124808.968750 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -124809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -124846.109375 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -124846.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -124876.539062 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -124876.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -124915.476562 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -124915.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -124952.468750 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -124952.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -124977.507812 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -124977.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -125002.789062 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -125002.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -125024.945312 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -125024.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -125040.453125 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -125040.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -125055.484375 Penalty: 3519.563232
	Iteration 13Q: 3 clusters Score -125055.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -125072.843750 Penalty: 3519.563232
	Iteration 14Q: 3 clusters Score -125072.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -125084.437500 Penalty: 3519.563232
	Iteration 15Q: 3 clusters Score -125084.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -125099.468750 Penalty: 3519.563232
	Iteration 16Q: 3 clusters Score -125099.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -125116.984375 Penalty: 3519.563232
	Iteration 17Q: 3 clusters Score -125117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -125134.882812 Penalty: 3519.563232
	Iteration 18Q: 3 clusters Score -125134.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -125142.679688 Penalty: 3519.563232
	Iteration 19Q: 3 clusters Score -125142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -125147.187500 Penalty: 3519.563232
	Iteration 20F: 3 clusters Score -125147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -125150.992188 Penalty: 3519.563232
	Iteration 21Q: 3 clusters Score -125151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -125154.742188 Penalty: 3519.563232
	Iteration 22Q: 3 clusters Score -125154.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -125159.820312 Penalty: 3519.563232
	Iteration 23Q: 3 clusters Score -125159.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125171.468750 Penalty: 3519.563232
	Iteration 24Q: 3 clusters Score -125171.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -125180.382812 Penalty: 3519.563232
	Iteration 25Q: 3 clusters Score -125180.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -125188.968750 Penalty: 3519.563232
	Iteration 26Q: 3 clusters Score -125189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -125198.585938 Penalty: 3519.563232
	Iteration 27Q: 3 clusters Score -125198.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -125204.367188 Penalty: 3519.563232
	Iteration 28Q: 3 clusters Score -125204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -125209.937500 Penalty: 3519.563232
	Iteration 29Q: 3 clusters Score -125209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125213.328125 Penalty: 3519.563232
	Iteration 30Q: 3 clusters Score -125213.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -125218.507812 Penalty: 3519.563232
	Iteration 31Q: 3 clusters Score -125218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -125219.648438 Penalty: 3519.563232
	Iteration 32Q: 3 clusters Score -125219.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -125219.648438 Penalty: 3519.563232
	Iteration 33F: 3 clusters Score -125219.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -60726.781250 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -60726.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59110.539062 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -59110.54 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59366.683594 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -59366.68 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59453.242188 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -59453.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59535.515625 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -59535.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59603.621094 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -59603.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59660.769531 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -59660.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59816.230469 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -59816.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -59912.792969 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -59912.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59960.417969 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -59960.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59986.773438 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -59986.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59995.769531 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -59995.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60001.390625 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -60001.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60004.644531 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -60004.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60006.589844 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -60006.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -60010.320312 Penalty: 3189.140869
	Iteration 14Q: 3 clusters Score -60010.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -60012.089844 Penalty: 3189.140869
	Iteration 15Q: 3 clusters Score -60012.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60017.828125 Penalty: 3189.140869
	Iteration 16Q: 3 clusters Score -60017.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60020.039062 Penalty: 3189.140869
	Iteration 17Q: 3 clusters Score -60020.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60022.851562 Penalty: 3189.140869
	Iteration 18Q: 3 clusters Score -60022.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60031.261719 Penalty: 3189.140869
	Iteration 19Q: 3 clusters Score -60031.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60035.082031 Penalty: 3189.140869
	Iteration 20F: 3 clusters Score -60035.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60038.792969 Penalty: 3189.140869
	Iteration 21Q: 3 clusters Score -60038.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60042.542969 Penalty: 3189.140869
	Iteration 22Q: 3 clusters Score -60042.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60042.542969 Penalty: 3189.140869
	Iteration 23F: 3 clusters Score -60042.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -34167.648438 Penalty: 1449.198975
	Iteration 0F: 2 clusters Score -34167.65 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 176 members 
Entering Unmasked Estep 
Score: -32898.964844 Penalty: 2898.397949
	Iteration 0F: 3 clusters Score -32898.96 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -33138.687500 Penalty: 2898.397949
	Iteration 1F: 3 clusters Score -33138.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33291.359375 Penalty: 2898.397949
	Iteration 2F: 3 clusters Score -33291.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33481.730469 Penalty: 2898.397949
	Iteration 3Q: 3 clusters Score -33481.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33607.796875 Penalty: 2898.397949
	Iteration 4Q: 3 clusters Score -33607.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -33638.203125 Penalty: 2898.397949
	Iteration 5Q: 3 clusters Score -33638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -33652.144531 Penalty: 2898.397949
	Iteration 6Q: 3 clusters Score -33652.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -33664.882812 Penalty: 2898.397949
	Iteration 7Q: 3 clusters Score -33664.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33672.585938 Penalty: 2898.397949
	Iteration 8Q: 3 clusters Score -33672.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -33682.617188 Penalty: 2898.397949
	Iteration 9Q: 3 clusters Score -33682.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -33707.996094 Penalty: 2898.397949
	Iteration 10Q: 3 clusters Score -33708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33726.179688 Penalty: 2898.397949
	Iteration 11Q: 3 clusters Score -33726.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -33726.179688 Penalty: 2898.397949
	Iteration 12F: 3 clusters Score -33726.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Entering Unmasked Estep 
Score: -80356.468750 Penalty: 1658.402954
	Iteration 0F: 2 clusters Score -80356.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -78531.132812 Penalty: 3316.805908
	Iteration 0F: 3 clusters Score -78531.13 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -78808.937500 Penalty: 3316.805908
	Iteration 1F: 3 clusters Score -78808.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78878.156250 Penalty: 3316.805908
	Iteration 2F: 3 clusters Score -78878.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78918.296875 Penalty: 3316.805908
	Iteration 3Q: 3 clusters Score -78918.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78945.343750 Penalty: 3316.805908
	Iteration 4Q: 3 clusters Score -78945.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -78959.460938 Penalty: 3316.805908
	Iteration 5Q: 3 clusters Score -78959.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -78973.156250 Penalty: 3316.805908
	Iteration 6Q: 3 clusters Score -78973.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -78983.101562 Penalty: 3316.805908
	Iteration 7Q: 3 clusters Score -78983.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78993.062500 Penalty: 3316.805908
	Iteration 8Q: 3 clusters Score -78993.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78997.101562 Penalty: 3316.805908
	Iteration 9Q: 3 clusters Score -78997.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78997.101562 Penalty: 3316.805908
	Iteration 10F: 3 clusters Score -78997.1 nChanged 0
--- Evaluating fit on full set of 2703037 points ---
Entering Unmasked Estep 
Score: -293881216.000000 Penalty: 88148.445312
21->25 Clusters: Score -293881216.000000, best is -293888160.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 901012 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 43410 members 
Mstep: Class 3 contains 43006 members 
Mstep: Class 4 contains 43550 members 
Mstep: Class 5 contains 43054 members 
Mstep: Class 6 contains 43040 members 
Mstep: Class 7 contains 42764 members 
Mstep: Class 8 contains 42783 members 
Mstep: Class 9 contains 42907 members 
Mstep: Class 10 contains 42691 members 
Mstep: Class 11 contains 42884 members 
Mstep: Class 12 contains 42855 members 
Mstep: Class 13 contains 43041 members 
Mstep: Class 14 contains 42959 members 
Mstep: Class 15 contains 42971 members 
Mstep: Class 16 contains 42990 members 
Mstep: Class 17 contains 42698 members 
Mstep: Class 18 contains 42588 members 
Mstep: Class 19 contains 42775 members 
Mstep: Class 20 contains 42687 members 
Mstep: Class 21 contains 42777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 154.217072 but Gain 3400.390625
Score: -92576416.000000 Penalty: 68007.921875
Iteration 0F: 21 clusters Score -9.257642e+07 nChanged 854507
Entering Unmasked Mstep 
Mstep: Class 0 contains 4241 members 
Mstep: Class 1 contains 166173 members 
Mstep: Class 2 contains 123293 members 
Mstep: Class 3 contains 10228 members 
Mstep: Class 4 contains 79276 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 27122 members 
Mstep: Class 7 contains 70475 members 
Mstep: Class 8 contains 41817 members 
Mstep: Class 9 contains 20126 members 
Mstep: Class 11 contains 7867 members 
Mstep: Class 12 contains 64391 members 
Mstep: Class 13 contains 27460 members 
Mstep: Class 14 contains 34280 members 
Mstep: Class 15 contains 17597 members 
Mstep: Class 16 contains 46730 members 
Mstep: Class 17 contains 31888 members 
Mstep: Class 18 contains 8052 members 
Mstep: Class 19 contains 21685 members 
Mstep: Class 20 contains 10804 members 
Mstep: Class 21 contains 80783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96566976.000000 Penalty: 68007.921875
Iteration 1F: 21 clusters Score -9.656698e+07 nChanged 317804
Entering Unmasked Mstep 
Mstep: Class 0 contains 3177 members 
Mstep: Class 1 contains 219038 members 
Mstep: Class 2 contains 155879 members 
Mstep: Class 3 contains 18278 members 
Mstep: Class 4 contains 84983 members 
Mstep: Class 5 contains 14994 members 
Mstep: Class 6 contains 13905 members 
Mstep: Class 7 contains 77254 members 
Mstep: Class 8 contains 39109 members 
Mstep: Class 9 contains 12001 members 
Mstep: Class 11 contains 6499 members 
Mstep: Class 12 contains 40273 members 
Mstep: Class 13 contains 23199 members 
Mstep: Class 14 contains 21521 members 
Mstep: Class 15 contains 11041 members 
Mstep: Class 16 contains 38311 members 
Mstep: Class 17 contains 23055 members 
Mstep: Class 18 contains 8785 members 
Mstep: Class 19 contains 15240 members 
Mstep: Class 20 contains 4993 members 
Mstep: Class 21 contains 69477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97046456.000000 Penalty: 68007.921875
Iteration 2F: 21 clusters Score -9.704646e+07 nChanged 207675
Entering Unmasked Mstep 
Mstep: Class 0 contains 3115 members 
Mstep: Class 1 contains 243799 members 
Mstep: Class 2 contains 168125 members 
Mstep: Class 3 contains 30298 members 
Mstep: Class 4 contains 86905 members 
Mstep: Class 5 contains 16079 members 
Mstep: Class 6 contains 13194 members 
Mstep: Class 7 contains 81211 members 
Mstep: Class 8 contains 37748 members 
Mstep: Class 9 contains 7110 members 
Mstep: Class 11 contains 6816 members 
Mstep: Class 12 contains 27043 members 
Mstep: Class 13 contains 16571 members 
Mstep: Class 14 contains 13639 members 
Mstep: Class 15 contains 11351 members 
Mstep: Class 16 contains 30024 members 
Mstep: Class 17 contains 16609 members 
Mstep: Class 18 contains 12240 members 
Mstep: Class 19 contains 11870 members 
Mstep: Class 20 contains 4130 members 
Mstep: Class 21 contains 63135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97272912.000000 Penalty: 68007.921875
Iteration 3F: 21 clusters Score -9.727291e+07 nChanged 163418
Entering Unmasked Mstep 
Mstep: Class 0 contains 3076 members 
Mstep: Class 1 contains 260990 members 
Mstep: Class 2 contains 170614 members 
Mstep: Class 3 contains 38384 members 
Mstep: Class 4 contains 89526 members 
Mstep: Class 5 contains 14966 members 
Mstep: Class 6 contains 15646 members 
Mstep: Class 7 contains 89715 members 
Mstep: Class 8 contains 36264 members 
Mstep: Class 9 contains 4883 members 
Mstep: Class 11 contains 6796 members 
Mstep: Class 12 contains 17750 members 
Mstep: Class 13 contains 11435 members 
Mstep: Class 14 contains 7877 members 
Mstep: Class 15 contains 12527 members 
Mstep: Class 16 contains 22151 members 
Mstep: Class 17 contains 12173 members 
Mstep: Class 18 contains 15597 members 
Mstep: Class 19 contains 8164 members 
Mstep: Class 20 contains 3918 members 
Mstep: Class 21 contains 58560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97439136.000000 Penalty: 68007.921875
Iteration 4F: 21 clusters Score -9.743914e+07 nChanged 133576
Entering Unmasked Mstep 
Mstep: Class 0 contains 2930 members 
Mstep: Class 1 contains 278941 members 
Mstep: Class 2 contains 166592 members 
Mstep: Class 3 contains 42837 members 
Mstep: Class 4 contains 91740 members 
Mstep: Class 5 contains 13578 members 
Mstep: Class 6 contains 17834 members 
Mstep: Class 7 contains 100884 members 
Mstep: Class 8 contains 34864 members 
Mstep: Class 9 contains 3835 members 
Mstep: Class 11 contains 5703 members 
Mstep: Class 12 contains 11844 members 
Mstep: Class 13 contains 7821 members 
Mstep: Class 14 contains 4334 members 
Mstep: Class 15 contains 14120 members 
Mstep: Class 16 contains 15568 members 
Mstep: Class 17 contains 8797 members 
Mstep: Class 18 contains 18140 members 
Mstep: Class 19 contains 5132 members 
Mstep: Class 20 contains 3649 members 
Mstep: Class 21 contains 51869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2559.976074 but Gain 3400.398438
Score: -97585040.000000 Penalty: 64607.523438
Iteration 5F: 20 clusters Score -9.758504e+07 nChanged 111083
Entering Unmasked Mstep 
Mstep: Class 0 contains 2247 members 
Mstep: Class 1 contains 299192 members 
Mstep: Class 2 contains 161801 members 
Mstep: Class 3 contains 45696 members 
Mstep: Class 4 contains 92877 members 
Mstep: Class 5 contains 12287 members 
Mstep: Class 6 contains 18917 members 
Mstep: Class 7 contains 110783 members 
Mstep: Class 8 contains 33323 members 
Mstep: Class 9 contains 3140 members 
Mstep: Class 11 contains 3982 members 
Mstep: Class 12 contains 8525 members 
Mstep: Class 13 contains 5271 members 
Mstep: Class 15 contains 16604 members 
Mstep: Class 16 contains 10785 members 
Mstep: Class 17 contains 6169 members 
Mstep: Class 18 contains 19996 members 
Mstep: Class 19 contains 3256 members 
Mstep: Class 20 contains 3324 members 
Mstep: Class 21 contains 42837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2932.355469 but Gain 3400.394531
Score: -97727168.000000 Penalty: 61207.128906
Iteration 6F: 19 clusters Score -9.772717e+07 nChanged 87524
Entering Unmasked Mstep 
Mstep: Class 0 contains 1863 members 
Mstep: Class 1 contains 313096 members 
Mstep: Class 2 contains 156231 members 
Mstep: Class 3 contains 48612 members 
Mstep: Class 4 contains 95990 members 
Mstep: Class 5 contains 9715 members 
Mstep: Class 6 contains 19351 members 
Mstep: Class 7 contains 118027 members 
Mstep: Class 8 contains 32097 members 
Mstep: Class 11 contains 2629 members 
Mstep: Class 12 contains 6820 members 
Mstep: Class 13 contains 3793 members 
Mstep: Class 15 contains 20229 members 
Mstep: Class 16 contains 7386 members 
Mstep: Class 17 contains 4264 members 
Mstep: Class 18 contains 21483 members 
Mstep: Class 19 contains 2124 members 
Mstep: Class 20 contains 3079 members 
Mstep: Class 21 contains 34223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97797088.000000 Penalty: 61207.128906
Iteration 7F: 19 clusters Score -9.779709e+07 nChanged 65978
Entering Unmasked Mstep 
Mstep: Class 0 contains 1801 members 
Mstep: Class 1 contains 317600 members 
Mstep: Class 2 contains 152509 members 
Mstep: Class 3 contains 50443 members 
Mstep: Class 4 contains 100374 members 
Mstep: Class 5 contains 6976 members 
Mstep: Class 6 contains 20017 members 
Mstep: Class 7 contains 123034 members 
Mstep: Class 8 contains 31158 members 
Mstep: Class 11 contains 1873 members 
Mstep: Class 12 contains 5704 members 
Mstep: Class 13 contains 3127 members 
Mstep: Class 15 contains 23824 members 
Mstep: Class 16 contains 5112 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 22904 members 
Mstep: Class 19 contains 1466 members 
Mstep: Class 20 contains 2941 members 
Mstep: Class 21 contains 27060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3157.463867 but Gain 3400.398438
Score: -97836432.000000 Penalty: 57806.730469
Iteration 8F: 18 clusters Score -9.783643e+07 nChanged 51050
Entering Unmasked Mstep 
Mstep: Class 0 contains 1780 members 
Mstep: Class 1 contains 316026 members 
Mstep: Class 2 contains 150846 members 
Mstep: Class 3 contains 51973 members 
Mstep: Class 4 contains 106598 members 
Mstep: Class 5 contains 5078 members 
Mstep: Class 6 contains 21714 members 
Mstep: Class 7 contains 126890 members 
Mstep: Class 8 contains 30490 members 
Mstep: Class 11 contains 1531 members 
Mstep: Class 12 contains 5076 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 15 contains 26086 members 
Mstep: Class 16 contains 3668 members 
Mstep: Class 18 contains 24585 members 
Mstep: Class 19 contains 1180 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 21 contains 21848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3088.784668 but Gain 3400.394531
Score: -97867008.000000 Penalty: 54406.335938
Iteration 9F: 17 clusters Score -9.786701e+07 nChanged 39022
Entering Unmasked Mstep 
Mstep: Class 0 contains 1749 members 
Mstep: Class 1 contains 310362 members 
Mstep: Class 2 contains 149128 members 
Mstep: Class 3 contains 52984 members 
Mstep: Class 4 contains 114090 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 24098 members 
Mstep: Class 7 contains 130402 members 
Mstep: Class 8 contains 29927 members 
Mstep: Class 11 contains 1361 members 
Mstep: Class 12 contains 4667 members 
Mstep: Class 13 contains 2713 members 
Mstep: Class 15 contains 27318 members 
Mstep: Class 18 contains 26080 members 
Mstep: Class 19 contains 1061 members 
Mstep: Class 20 contains 2755 members 
Mstep: Class 21 contains 18245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97891016.000000 Penalty: 54406.335938
Iteration 10Q: 17 clusters Score -9.789102e+07 nChanged 28109
Entering Unmasked Mstep 
Mstep: Class 0 contains 1743 members 
Mstep: Class 1 contains 302748 members 
Mstep: Class 2 contains 147239 members 
Mstep: Class 3 contains 53377 members 
Mstep: Class 4 contains 121629 members 
Mstep: Class 5 contains 3540 members 
Mstep: Class 6 contains 26341 members 
Mstep: Class 7 contains 132706 members 
Mstep: Class 8 contains 29566 members 
Mstep: Class 11 contains 1241 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 2731 members 
Mstep: Class 15 contains 27432 members 
Mstep: Class 18 contains 27173 members 
Mstep: Class 19 contains 1007 members 
Mstep: Class 20 contains 2722 members 
Mstep: Class 21 contains 15505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97905776.000000 Penalty: 54406.335938
Iteration 11Q: 17 clusters Score -9.790578e+07 nChanged 23124
Entering Unmasked Mstep 
Mstep: Class 0 contains 1743 members 
Mstep: Class 1 contains 295761 members 
Mstep: Class 2 contains 145324 members 
Mstep: Class 3 contains 53326 members 
Mstep: Class 4 contains 128954 members 
Mstep: Class 5 contains 3257 members 
Mstep: Class 6 contains 28515 members 
Mstep: Class 7 contains 134171 members 
Mstep: Class 8 contains 29327 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 2869 members 
Mstep: Class 15 contains 27401 members 
Mstep: Class 18 contains 27913 members 
Mstep: Class 19 contains 951 members 
Mstep: Class 20 contains 2696 members 
Mstep: Class 21 contains 13588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97914128.000000 Penalty: 54406.335938
Iteration 12Q: 17 clusters Score -9.791413e+07 nChanged 20608
Entering Unmasked Mstep 
Mstep: Class 0 contains 1743 members 
Mstep: Class 1 contains 288725 members 
Mstep: Class 2 contains 143460 members 
Mstep: Class 3 contains 53182 members 
Mstep: Class 4 contains 136236 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 30697 members 
Mstep: Class 7 contains 135214 members 
Mstep: Class 8 contains 29111 members 
Mstep: Class 11 contains 1149 members 
Mstep: Class 12 contains 3787 members 
Mstep: Class 13 contains 3114 members 
Mstep: Class 15 contains 27336 members 
Mstep: Class 18 contains 28374 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 12184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97923400.000000 Penalty: 54406.335938
Iteration 13Q: 17 clusters Score -9.79234e+07 nChanged 17583
Entering Unmasked Mstep 
Mstep: Class 0 contains 1743 members 
Mstep: Class 1 contains 282896 members 
Mstep: Class 2 contains 141506 members 
Mstep: Class 3 contains 52944 members 
Mstep: Class 4 contains 142931 members 
Mstep: Class 5 contains 2991 members 
Mstep: Class 6 contains 32684 members 
Mstep: Class 7 contains 135704 members 
Mstep: Class 8 contains 28950 members 
Mstep: Class 11 contains 1116 members 
Mstep: Class 12 contains 3575 members 
Mstep: Class 13 contains 3491 members 
Mstep: Class 15 contains 27242 members 
Mstep: Class 18 contains 28453 members 
Mstep: Class 19 contains 915 members 
Mstep: Class 20 contains 2666 members 
Mstep: Class 21 contains 11205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97927264.000000 Penalty: 54406.335938
Iteration 14Q: 17 clusters Score -9.792726e+07 nChanged 15583
Entering Unmasked Mstep 
Mstep: Class 0 contains 1743 members 
Mstep: Class 1 contains 276445 members 
Mstep: Class 2 contains 139833 members 
Mstep: Class 3 contains 52716 members 
Mstep: Class 4 contains 149799 members 
Mstep: Class 5 contains 2937 members 
Mstep: Class 6 contains 34596 members 
Mstep: Class 7 contains 136000 members 
Mstep: Class 8 contains 28885 members 
Mstep: Class 11 contains 1095 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 4015 members 
Mstep: Class 15 contains 27179 members 
Mstep: Class 18 contains 28299 members 
Mstep: Class 19 contains 916 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 10554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97929936.000000 Penalty: 54406.335938
Iteration 15Q: 17 clusters Score -9.792994e+07 nChanged 15330
Entering Unmasked Mstep 
Mstep: Class 0 contains 1743 members 
Mstep: Class 1 contains 268827 members 
Mstep: Class 2 contains 138411 members 
Mstep: Class 3 contains 52506 members 
Mstep: Class 4 contains 157438 members 
Mstep: Class 5 contains 2915 members 
Mstep: Class 6 contains 36397 members 
Mstep: Class 7 contains 136224 members 
Mstep: Class 8 contains 28807 members 
Mstep: Class 11 contains 1077 members 
Mstep: Class 12 contains 3201 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 15 contains 27158 members 
Mstep: Class 18 contains 27937 members 
Mstep: Class 19 contains 916 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 10106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97932376.000000 Penalty: 54406.335938
Iteration 16Q: 17 clusters Score -9.793238e+07 nChanged 15939
Entering Unmasked Mstep 
Mstep: Class 0 contains 1743 members 
Mstep: Class 1 contains 259776 members 
Mstep: Class 2 contains 137157 members 
Mstep: Class 3 contains 52325 members 
Mstep: Class 4 contains 166328 members 
Mstep: Class 5 contains 2907 members 
Mstep: Class 6 contains 37993 members 
Mstep: Class 7 contains 136502 members 
Mstep: Class 8 contains 28746 members 
Mstep: Class 11 contains 1068 members 
Mstep: Class 12 contains 3075 members 
Mstep: Class 13 contains 5464 members 
Mstep: Class 15 contains 27164 members 
Mstep: Class 18 contains 27388 members 
Mstep: Class 19 contains 921 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 9816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97934912.000000 Penalty: 54406.335938
Iteration 17Q: 17 clusters Score -9.793491e+07 nChanged 16822
Entering Unmasked Mstep 
Mstep: Class 0 contains 1743 members 
Mstep: Class 1 contains 249235 members 
Mstep: Class 2 contains 136135 members 
Mstep: Class 3 contains 52199 members 
Mstep: Class 4 contains 176691 members 
Mstep: Class 5 contains 2903 members 
Mstep: Class 6 contains 39386 members 
Mstep: Class 7 contains 136639 members 
Mstep: Class 8 contains 28697 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 2978 members 
Mstep: Class 13 contains 6136 members 
Mstep: Class 15 contains 27191 members 
Mstep: Class 18 contains 26849 members 
Mstep: Class 19 contains 925 members 
Mstep: Class 20 contains 2631 members 
Mstep: Class 21 contains 9616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97937776.000000 Penalty: 54406.335938
Iteration 18Q: 17 clusters Score -9.793778e+07 nChanged 17226
Entering Unmasked Mstep 
Mstep: Class 0 contains 1743 members 
Mstep: Class 1 contains 237935 members 
Mstep: Class 2 contains 135123 members 
Mstep: Class 3 contains 52143 members 
Mstep: Class 4 contains 187970 members 
Mstep: Class 5 contains 2901 members 
Mstep: Class 6 contains 40520 members 
Mstep: Class 7 contains 136668 members 
Mstep: Class 8 contains 28693 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 2910 members 
Mstep: Class 13 contains 6731 members 
Mstep: Class 15 contains 27272 members 
Mstep: Class 18 contains 26325 members 
Mstep: Class 19 contains 926 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 9482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97940688.000000 Penalty: 54406.335938
Iteration 19Q: 17 clusters Score -9.794069e+07 nChanged 17744
Entering Unmasked Mstep 
Mstep: Class 0 contains 1743 members 
Mstep: Class 1 contains 226047 members 
Mstep: Class 2 contains 134021 members 
Mstep: Class 3 contains 52141 members 
Mstep: Class 4 contains 200323 members 
Mstep: Class 5 contains 2901 members 
Mstep: Class 6 contains 41492 members 
Mstep: Class 7 contains 136470 members 
Mstep: Class 8 contains 28680 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 2839 members 
Mstep: Class 13 contains 7237 members 
Mstep: Class 15 contains 27341 members 
Mstep: Class 18 contains 25804 members 
Mstep: Class 19 contains 927 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 9381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97943296.000000 Penalty: 54406.335938
Iteration 20F: 17 clusters Score -9.79433e+07 nChanged 19398
Entering Unmasked Mstep 
Mstep: Class 0 contains 1713 members 
Mstep: Class 1 contains 212559 members 
Mstep: Class 2 contains 132997 members 
Mstep: Class 3 contains 52157 members 
Mstep: Class 4 contains 213894 members 
Mstep: Class 5 contains 2862 members 
Mstep: Class 6 contains 42400 members 
Mstep: Class 7 contains 136213 members 
Mstep: Class 8 contains 28631 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 8187 members 
Mstep: Class 15 contains 27458 members 
Mstep: Class 18 contains 25265 members 
Mstep: Class 19 contains 940 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 9291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97946712.000000 Penalty: 54406.335938
Iteration 21Q: 17 clusters Score -9.794671e+07 nChanged 19022
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 199479 members 
Mstep: Class 2 contains 131857 members 
Mstep: Class 3 contains 52268 members 
Mstep: Class 4 contains 227555 members 
Mstep: Class 5 contains 2794 members 
Mstep: Class 6 contains 43141 members 
Mstep: Class 7 contains 135821 members 
Mstep: Class 8 contains 28594 members 
Mstep: Class 11 contains 1048 members 
Mstep: Class 12 contains 2740 members 
Mstep: Class 13 contains 8887 members 
Mstep: Class 15 contains 27539 members 
Mstep: Class 18 contains 24810 members 
Mstep: Class 19 contains 955 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 9207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97947648.000000 Penalty: 54406.335938
Iteration 22Q: 17 clusters Score -9.794765e+07 nChanged 20051
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 185342 members 
Mstep: Class 2 contains 130654 members 
Mstep: Class 3 contains 52476 members 
Mstep: Class 4 contains 242390 members 
Mstep: Class 5 contains 2713 members 
Mstep: Class 6 contains 43856 members 
Mstep: Class 7 contains 135424 members 
Mstep: Class 8 contains 28568 members 
Mstep: Class 11 contains 1047 members 
Mstep: Class 12 contains 2714 members 
Mstep: Class 13 contains 9446 members 
Mstep: Class 15 contains 27561 members 
Mstep: Class 18 contains 24416 members 
Mstep: Class 19 contains 953 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 9138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97949112.000000 Penalty: 54406.335938
Iteration 23Q: 17 clusters Score -9.794911e+07 nChanged 18832
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 172339 members 
Mstep: Class 2 contains 129308 members 
Mstep: Class 3 contains 52789 members 
Mstep: Class 4 contains 256505 members 
Mstep: Class 5 contains 2645 members 
Mstep: Class 6 contains 44382 members 
Mstep: Class 7 contains 134901 members 
Mstep: Class 8 contains 28529 members 
Mstep: Class 11 contains 1055 members 
Mstep: Class 12 contains 2690 members 
Mstep: Class 13 contains 9867 members 
Mstep: Class 15 contains 27541 members 
Mstep: Class 18 contains 24128 members 
Mstep: Class 19 contains 952 members 
Mstep: Class 20 contains 2608 members 
Mstep: Class 21 contains 9071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97949632.000000 Penalty: 54406.335938
Iteration 24Q: 17 clusters Score -9.794963e+07 nChanged 18993
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 159604 members 
Mstep: Class 2 contains 127784 members 
Mstep: Class 3 contains 53272 members 
Mstep: Class 4 contains 270460 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 44897 members 
Mstep: Class 7 contains 134281 members 
Mstep: Class 8 contains 28523 members 
Mstep: Class 11 contains 1058 members 
Mstep: Class 12 contains 2669 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 15 contains 27492 members 
Mstep: Class 18 contains 23882 members 
Mstep: Class 19 contains 954 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 9017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97950480.000000 Penalty: 54406.335938
Iteration 25Q: 17 clusters Score -9.795048e+07 nChanged 18674
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 147999 members 
Mstep: Class 2 contains 126003 members 
Mstep: Class 3 contains 53759 members 
Mstep: Class 4 contains 283592 members 
Mstep: Class 5 contains 2513 members 
Mstep: Class 6 contains 45372 members 
Mstep: Class 7 contains 133719 members 
Mstep: Class 8 contains 28480 members 
Mstep: Class 11 contains 1059 members 
Mstep: Class 12 contains 2653 members 
Mstep: Class 13 contains 10509 members 
Mstep: Class 15 contains 27447 members 
Mstep: Class 18 contains 23669 members 
Mstep: Class 19 contains 960 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 8989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97951632.000000 Penalty: 54406.335938
Iteration 26Q: 17 clusters Score -9.795163e+07 nChanged 18501
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 138068 members 
Mstep: Class 2 contains 123903 members 
Mstep: Class 3 contains 54213 members 
Mstep: Class 4 contains 295621 members 
Mstep: Class 5 contains 2438 members 
Mstep: Class 6 contains 45713 members 
Mstep: Class 7 contains 133100 members 
Mstep: Class 8 contains 28452 members 
Mstep: Class 11 contains 1061 members 
Mstep: Class 12 contains 2650 members 
Mstep: Class 13 contains 10695 members 
Mstep: Class 15 contains 27404 members 
Mstep: Class 18 contains 23484 members 
Mstep: Class 19 contains 958 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 8964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97950968.000000 Penalty: 54406.335938
Iteration 27Q: 17 clusters Score -9.795097e+07 nChanged 20478
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 127959 members 
Mstep: Class 2 contains 121720 members 
Mstep: Class 3 contains 54748 members 
Mstep: Class 4 contains 307383 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 46125 members 
Mstep: Class 7 contains 132800 members 
Mstep: Class 8 contains 28473 members 
Mstep: Class 11 contains 1063 members 
Mstep: Class 12 contains 2658 members 
Mstep: Class 13 contains 10890 members 
Mstep: Class 15 contains 27318 members 
Mstep: Class 18 contains 23314 members 
Mstep: Class 19 contains 956 members 
Mstep: Class 20 contains 2596 members 
Mstep: Class 21 contains 8936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97947904.000000 Penalty: 54406.335938
Iteration 28Q: 17 clusters Score -9.79479e+07 nChanged 23332
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 119441 members 
Mstep: Class 2 contains 119517 members 
Mstep: Class 3 contains 55431 members 
Mstep: Class 4 contains 316733 members 
Mstep: Class 5 contains 2298 members 
Mstep: Class 6 contains 46723 members 
Mstep: Class 7 contains 132915 members 
Mstep: Class 8 contains 28503 members 
Mstep: Class 11 contains 1054 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 11082 members 
Mstep: Class 15 contains 27239 members 
Mstep: Class 18 contains 23241 members 
Mstep: Class 19 contains 960 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 8907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97941136.000000 Penalty: 54406.335938
Iteration 29Q: 17 clusters Score -9.794114e+07 nChanged 22666
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 113939 members 
Mstep: Class 2 contains 117610 members 
Mstep: Class 3 contains 56192 members 
Mstep: Class 4 contains 321359 members 
Mstep: Class 5 contains 2212 members 
Mstep: Class 6 contains 47499 members 
Mstep: Class 7 contains 133872 members 
Mstep: Class 8 contains 28567 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 11332 members 
Mstep: Class 15 contains 27202 members 
Mstep: Class 18 contains 23329 members 
Mstep: Class 19 contains 958 members 
Mstep: Class 20 contains 2639 members 
Mstep: Class 21 contains 8899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97937160.000000 Penalty: 54406.335938
Iteration 30Q: 17 clusters Score -9.793716e+07 nChanged 19597
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 111438 members 
Mstep: Class 2 contains 116188 members 
Mstep: Class 3 contains 56840 members 
Mstep: Class 4 contains 321509 members 
Mstep: Class 5 contains 2117 members 
Mstep: Class 6 contains 48462 members 
Mstep: Class 7 contains 135436 members 
Mstep: Class 8 contains 28715 members 
Mstep: Class 11 contains 1052 members 
Mstep: Class 12 contains 2637 members 
Mstep: Class 13 contains 11646 members 
Mstep: Class 15 contains 27114 members 
Mstep: Class 18 contains 23597 members 
Mstep: Class 19 contains 956 members 
Mstep: Class 20 contains 2664 members 
Mstep: Class 21 contains 8939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97938528.000000 Penalty: 54406.335938
Iteration 31Q: 17 clusters Score -9.793853e+07 nChanged 15464
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 110856 members 
Mstep: Class 2 contains 115122 members 
Mstep: Class 3 contains 57166 members 
Mstep: Class 4 contains 319616 members 
Mstep: Class 5 contains 2057 members 
Mstep: Class 6 contains 49458 members 
Mstep: Class 7 contains 137198 members 
Mstep: Class 8 contains 28823 members 
Mstep: Class 11 contains 1052 members 
Mstep: Class 12 contains 2600 members 
Mstep: Class 13 contains 11959 members 
Mstep: Class 15 contains 26940 members 
Mstep: Class 18 contains 23880 members 
Mstep: Class 19 contains 958 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 8957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97943408.000000 Penalty: 54406.335938
Iteration 32Q: 17 clusters Score -9.794341e+07 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 111315 members 
Mstep: Class 2 contains 114366 members 
Mstep: Class 3 contains 57266 members 
Mstep: Class 4 contains 316836 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 50443 members 
Mstep: Class 7 contains 138915 members 
Mstep: Class 8 contains 28856 members 
Mstep: Class 11 contains 1050 members 
Mstep: Class 12 contains 2546 members 
Mstep: Class 13 contains 12199 members 
Mstep: Class 15 contains 26725 members 
Mstep: Class 18 contains 24132 members 
Mstep: Class 19 contains 957 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 8980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97947160.000000 Penalty: 54406.335938
Iteration 33Q: 17 clusters Score -9.794716e+07 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 112501 members 
Mstep: Class 2 contains 113793 members 
Mstep: Class 3 contains 57104 members 
Mstep: Class 4 contains 313933 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 51215 members 
Mstep: Class 7 contains 140416 members 
Mstep: Class 8 contains 28868 members 
Mstep: Class 11 contains 1046 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 12367 members 
Mstep: Class 15 contains 26582 members 
Mstep: Class 18 contains 24342 members 
Mstep: Class 19 contains 960 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 8971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97949528.000000 Penalty: 54406.335938
Iteration 34Q: 17 clusters Score -9.794953e+07 nChanged 8831
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 114127 members 
Mstep: Class 2 contains 113354 members 
Mstep: Class 3 contains 56830 members 
Mstep: Class 4 contains 311108 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 51843 members 
Mstep: Class 7 contains 141642 members 
Mstep: Class 8 contains 28850 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 2413 members 
Mstep: Class 13 contains 12505 members 
Mstep: Class 15 contains 26486 members 
Mstep: Class 18 contains 24450 members 
Mstep: Class 19 contains 962 members 
Mstep: Class 20 contains 2680 members 
Mstep: Class 21 contains 8973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97952384.000000 Penalty: 54406.335938
Iteration 35Q: 17 clusters Score -9.795238e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 116043 members 
Mstep: Class 2 contains 112997 members 
Mstep: Class 3 contains 56496 members 
Mstep: Class 4 contains 308427 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 52319 members 
Mstep: Class 7 contains 142594 members 
Mstep: Class 8 contains 28826 members 
Mstep: Class 11 contains 1044 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 12613 members 
Mstep: Class 15 contains 26413 members 
Mstep: Class 18 contains 24511 members 
Mstep: Class 19 contains 962 members 
Mstep: Class 20 contains 2675 members 
Mstep: Class 21 contains 8971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97955336.000000 Penalty: 54406.335938
Iteration 36Q: 17 clusters Score -9.795534e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 118125 members 
Mstep: Class 2 contains 112677 members 
Mstep: Class 3 contains 56164 members 
Mstep: Class 4 contains 305968 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 52638 members 
Mstep: Class 7 contains 143329 members 
Mstep: Class 8 contains 28797 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 12 contains 2339 members 
Mstep: Class 13 contains 12687 members 
Mstep: Class 15 contains 26332 members 
Mstep: Class 18 contains 24567 members 
Mstep: Class 19 contains 961 members 
Mstep: Class 20 contains 2667 members 
Mstep: Class 21 contains 8976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97957840.000000 Penalty: 54406.335938
Iteration 37Q: 17 clusters Score -9.795784e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 120255 members 
Mstep: Class 2 contains 112364 members 
Mstep: Class 3 contains 55827 members 
Mstep: Class 4 contains 303797 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 52852 members 
Mstep: Class 7 contains 143864 members 
Mstep: Class 8 contains 28764 members 
Mstep: Class 11 contains 1033 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 12744 members 
Mstep: Class 15 contains 26268 members 
Mstep: Class 18 contains 24589 members 
Mstep: Class 19 contains 961 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 8971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97959272.000000 Penalty: 54406.335938
Iteration 38Q: 17 clusters Score -9.795927e+07 nChanged 6464
Entering ConstructFrom: 
Score: -97959272.000000 Penalty: 54406.335938
Entering ConstructFrom: 
Trying to split cluster 1 (122410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122410 members 
Entering Unmasked Estep 
Score: -13626410.000000 Penalty: 2905.352783
	Iteration 0F: 2 clusters Score -1.362641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 61100 members 
Entering Unmasked Estep 
Score: -13544692.000000 Penalty: 5810.705566
	Iteration 0F: 3 clusters Score -1.354469e+07 nChanged 58072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63698 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -13578325.000000 Penalty: 5810.705566
	Iteration 1F: 3 clusters Score -1.357832e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -13579507.000000 Penalty: 5810.705566
	Iteration 2Q: 3 clusters Score -1.357951e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -13581546.000000 Penalty: 5810.705566
	Iteration 3Q: 3 clusters Score -1.358155e+07 nChanged 6362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -13584541.000000 Penalty: 5810.705566
	Iteration 4F: 3 clusters Score -1.358454e+07 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77302 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -13589604.000000 Penalty: 5810.705566
	Iteration 5F: 3 clusters Score -1.35896e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83962 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -13596871.000000 Penalty: 5810.705566
	Iteration 6F: 3 clusters Score -1.359687e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91055 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -13605462.000000 Penalty: 5810.705566
	Iteration 7F: 3 clusters Score -1.360546e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96400 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -13613188.000000 Penalty: 5810.705566
	Iteration 8F: 3 clusters Score -1.361319e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99320 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -13617946.000000 Penalty: 5810.705566
	Iteration 9Q: 3 clusters Score -1.361795e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101010 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -13619975.000000 Penalty: 5810.705566
	Iteration 10Q: 3 clusters Score -1.361998e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102316 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -13620960.000000 Penalty: 5810.705566
	Iteration 11Q: 3 clusters Score -1.362096e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103470 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -13621741.000000 Penalty: 5810.705566
	Iteration 12Q: 3 clusters Score -1.362174e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104445 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -13622256.000000 Penalty: 5810.705566
	Iteration 13Q: 3 clusters Score -1.362226e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105316 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -13622751.000000 Penalty: 5810.705566
	Iteration 14Q: 3 clusters Score -1.362275e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106097 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -13623099.000000 Penalty: 5810.705566
	Iteration 15Q: 3 clusters Score -1.36231e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106799 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -13623319.000000 Penalty: 5810.705566
	Iteration 16Q: 3 clusters Score -1.362332e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107441 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -13623559.000000 Penalty: 5810.705566
	Iteration 17Q: 3 clusters Score -1.362356e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108032 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -13623712.000000 Penalty: 5810.705566
	Iteration 18Q: 3 clusters Score -1.362371e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108569 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -13623862.000000 Penalty: 5810.705566
	Iteration 19Q: 3 clusters Score -1.362386e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109076 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -13623977.000000 Penalty: 5810.705566
	Iteration 20F: 3 clusters Score -1.362398e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109531 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -13624015.000000 Penalty: 5810.705566
	Iteration 21Q: 3 clusters Score -1.362402e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109956 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -13624123.000000 Penalty: 5810.705566
	Iteration 22Q: 3 clusters Score -1.362412e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110327 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -13624252.000000 Penalty: 5810.705566
	Iteration 23Q: 3 clusters Score -1.362425e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110696 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -13624315.000000 Penalty: 5810.705566
	Iteration 24Q: 3 clusters Score -1.362432e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111026 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -13624406.000000 Penalty: 5810.705566
	Iteration 25Q: 3 clusters Score -1.362441e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111316 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -13624482.000000 Penalty: 5810.705566
	Iteration 26Q: 3 clusters Score -1.362448e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111588 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -13624523.000000 Penalty: 5810.705566
	Iteration 27Q: 3 clusters Score -1.362452e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111857 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -13624585.000000 Penalty: 5810.705566
	Iteration 28Q: 3 clusters Score -1.362458e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112092 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -13624633.000000 Penalty: 5810.705566
	Iteration 29Q: 3 clusters Score -1.362463e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112303 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -13624663.000000 Penalty: 5810.705566
	Iteration 30Q: 3 clusters Score -1.362466e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112491 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -13624685.000000 Penalty: 5810.705566
	Iteration 31Q: 3 clusters Score -1.362468e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112662 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -13624734.000000 Penalty: 5810.705566
	Iteration 32Q: 3 clusters Score -1.362473e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112837 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -13624749.000000 Penalty: 5810.705566
	Iteration 33Q: 3 clusters Score -1.362475e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113008 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -13624773.000000 Penalty: 5810.705566
	Iteration 34Q: 3 clusters Score -1.362477e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113171 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -13624800.000000 Penalty: 5810.705566
	Iteration 35Q: 3 clusters Score -1.36248e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113334 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -13624835.000000 Penalty: 5810.705566
	Iteration 36Q: 3 clusters Score -1.362484e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113493 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -13624839.000000 Penalty: 5810.705566
	Iteration 37Q: 3 clusters Score -1.362484e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113639 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -13624828.000000 Penalty: 5810.705566
	Iteration 38Q: 3 clusters Score -1.362483e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113776 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -13624867.000000 Penalty: 5810.705566
	Iteration 39Q: 3 clusters Score -1.362487e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113908 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -13624861.000000 Penalty: 5810.705566
	Iteration 40F: 3 clusters Score -1.362486e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114031 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -13624860.000000 Penalty: 5810.705566
	Iteration 41Q: 3 clusters Score -1.362486e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114135 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -13624877.000000 Penalty: 5810.705566
	Iteration 42Q: 3 clusters Score -1.362488e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114233 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -13624896.000000 Penalty: 5810.705566
	Iteration 43Q: 3 clusters Score -1.36249e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114316 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -13624910.000000 Penalty: 5810.705566
	Iteration 44Q: 3 clusters Score -1.362491e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114388 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -13624939.000000 Penalty: 5810.705566
	Iteration 45Q: 3 clusters Score -1.362494e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114449 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -13624914.000000 Penalty: 5810.705566
	Iteration 46Q: 3 clusters Score -1.362491e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114497 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -13624938.000000 Penalty: 5810.705566
	Iteration 47Q: 3 clusters Score -1.362494e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114542 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -13624936.000000 Penalty: 5810.705566
	Iteration 48Q: 3 clusters Score -1.362494e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114590 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -13624923.000000 Penalty: 5810.705566
	Iteration 49Q: 3 clusters Score -1.362492e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114637 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -13624911.000000 Penalty: 5810.705566
	Iteration 50Q: 3 clusters Score -1.362491e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114698 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -13624918.000000 Penalty: 5810.705566
	Iteration 51Q: 3 clusters Score -1.362492e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114761 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -13624924.000000 Penalty: 5810.705566
	Iteration 52Q: 3 clusters Score -1.362492e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114818 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -13624953.000000 Penalty: 5810.705566
	Iteration 53Q: 3 clusters Score -1.362495e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114874 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -13624954.000000 Penalty: 5810.705566
	Iteration 54Q: 3 clusters Score -1.362495e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114919 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -13624938.000000 Penalty: 5810.705566
	Iteration 55Q: 3 clusters Score -1.362494e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114968 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -13624947.000000 Penalty: 5810.705566
	Iteration 56Q: 3 clusters Score -1.362495e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115023 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -13624956.000000 Penalty: 5810.705566
	Iteration 57Q: 3 clusters Score -1.362496e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115075 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -13624958.000000 Penalty: 5810.705566
	Iteration 58Q: 3 clusters Score -1.362496e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115124 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -13624947.000000 Penalty: 5810.705566
	Iteration 59Q: 3 clusters Score -1.362495e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115174 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -13624930.000000 Penalty: 5810.705566
	Iteration 60F: 3 clusters Score -1.362493e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115221 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -13624950.000000 Penalty: 5810.705566
	Iteration 61Q: 3 clusters Score -1.362495e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115255 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -13624947.000000 Penalty: 5810.705566
	Iteration 62Q: 3 clusters Score -1.362495e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115295 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -13624962.000000 Penalty: 5810.705566
	Iteration 63Q: 3 clusters Score -1.362496e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115329 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -13624959.000000 Penalty: 5810.705566
	Iteration 64Q: 3 clusters Score -1.362496e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115364 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -13624971.000000 Penalty: 5810.705566
	Iteration 65Q: 3 clusters Score -1.362497e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115397 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -13624957.000000 Penalty: 5810.705566
	Iteration 66Q: 3 clusters Score -1.362496e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115433 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -13624960.000000 Penalty: 5810.705566
	Iteration 67Q: 3 clusters Score -1.362496e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115468 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -13624985.000000 Penalty: 5810.705566
	Iteration 68Q: 3 clusters Score -1.362498e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115502 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -13624971.000000 Penalty: 5810.705566
	Iteration 69Q: 3 clusters Score -1.362497e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115532 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -13624975.000000 Penalty: 5810.705566
	Iteration 70Q: 3 clusters Score -1.362498e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115565 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -13624966.000000 Penalty: 5810.705566
	Iteration 71Q: 3 clusters Score -1.362497e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115589 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -13624975.000000 Penalty: 5810.705566
	Iteration 72Q: 3 clusters Score -1.362498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115613 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -13624998.000000 Penalty: 5810.705566
	Iteration 73Q: 3 clusters Score -1.3625e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115634 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -13624986.000000 Penalty: 5810.705566
	Iteration 74Q: 3 clusters Score -1.362499e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115662 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -13624993.000000 Penalty: 5810.705566
	Iteration 75Q: 3 clusters Score -1.362499e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115688 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -13624999.000000 Penalty: 5810.705566
	Iteration 76Q: 3 clusters Score -1.3625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115722 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -13624993.000000 Penalty: 5810.705566
	Iteration 77Q: 3 clusters Score -1.362499e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115750 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -13624990.000000 Penalty: 5810.705566
	Iteration 78Q: 3 clusters Score -1.362499e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115777 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -13625009.000000 Penalty: 5810.705566
	Iteration 79Q: 3 clusters Score -1.362501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115794 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -13624995.000000 Penalty: 5810.705566
	Iteration 80F: 3 clusters Score -1.3625e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115811 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -13624978.000000 Penalty: 5810.705566
	Iteration 81Q: 3 clusters Score -1.362498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115824 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -13624969.000000 Penalty: 5810.705566
	Iteration 82Q: 3 clusters Score -1.362497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115836 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -13624970.000000 Penalty: 5810.705566
	Iteration 83Q: 3 clusters Score -1.362497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115849 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -13624980.000000 Penalty: 5810.705566
	Iteration 84Q: 3 clusters Score -1.362498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115854 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -13624980.000000 Penalty: 5810.705566
	Iteration 85Q: 3 clusters Score -1.362498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115863 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -13624977.000000 Penalty: 5810.705566
	Iteration 86Q: 3 clusters Score -1.362498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115871 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -13624977.000000 Penalty: 5810.705566
	Iteration 87Q: 3 clusters Score -1.362498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115878 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -13624978.000000 Penalty: 5810.705566
	Iteration 88Q: 3 clusters Score -1.362498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115886 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -13624982.000000 Penalty: 5810.705566
	Iteration 89Q: 3 clusters Score -1.362498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115891 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -13624985.000000 Penalty: 5810.705566
	Iteration 90Q: 3 clusters Score -1.362498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115902 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -13624977.000000 Penalty: 5810.705566
	Iteration 91Q: 3 clusters Score -1.362498e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115913 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -13624977.000000 Penalty: 5810.705566
	Iteration 92Q: 3 clusters Score -1.362498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115922 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -13624978.000000 Penalty: 5810.705566
	Iteration 93Q: 3 clusters Score -1.362498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115927 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -13624981.000000 Penalty: 5810.705566
	Iteration 94Q: 3 clusters Score -1.362498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115936 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -13624983.000000 Penalty: 5810.705566
	Iteration 95Q: 3 clusters Score -1.362498e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115943 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -13624983.000000 Penalty: 5810.705566
	Iteration 96Q: 3 clusters Score -1.362498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115949 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -13624980.000000 Penalty: 5810.705566
	Iteration 97Q: 3 clusters Score -1.362498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115955 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -13624984.000000 Penalty: 5810.705566
	Iteration 98Q: 3 clusters Score -1.362498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115964 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -13624984.000000 Penalty: 5810.705566
	Iteration 99Q: 3 clusters Score -1.362498e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115977 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -13624975.000000 Penalty: 5810.705566
	Iteration 100F: 3 clusters Score -1.362498e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115985 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -13624980.000000 Penalty: 5810.705566
	Iteration 101Q: 3 clusters Score -1.362498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115994 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -13624983.000000 Penalty: 5810.705566
	Iteration 102Q: 3 clusters Score -1.362498e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115999 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -13624991.000000 Penalty: 5810.705566
	Iteration 103Q: 3 clusters Score -1.362499e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116003 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -13624988.000000 Penalty: 5810.705566
	Iteration 104Q: 3 clusters Score -1.362499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116011 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -13624987.000000 Penalty: 5810.705566
	Iteration 105Q: 3 clusters Score -1.362499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116018 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -13624990.000000 Penalty: 5810.705566
	Iteration 106Q: 3 clusters Score -1.362499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116024 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -13624989.000000 Penalty: 5810.705566
	Iteration 107Q: 3 clusters Score -1.362499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116029 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -13625001.000000 Penalty: 5810.705566
	Iteration 108Q: 3 clusters Score -1.3625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116035 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -13624992.000000 Penalty: 5810.705566
	Iteration 109Q: 3 clusters Score -1.362499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116040 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -13624991.000000 Penalty: 5810.705566
	Iteration 110Q: 3 clusters Score -1.362499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116051 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -13624993.000000 Penalty: 5810.705566
	Iteration 111Q: 3 clusters Score -1.362499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116064 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -13625008.000000 Penalty: 5810.705566
	Iteration 112Q: 3 clusters Score -1.362501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116076 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -13625001.000000 Penalty: 5810.705566
	Iteration 113Q: 3 clusters Score -1.3625e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116089 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -13624990.000000 Penalty: 5810.705566
	Iteration 114Q: 3 clusters Score -1.362499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116095 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -13624995.000000 Penalty: 5810.705566
	Iteration 115Q: 3 clusters Score -1.3625e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116101 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -13624995.000000 Penalty: 5810.705566
	Iteration 116Q: 3 clusters Score -1.3625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116108 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -13624981.000000 Penalty: 5810.705566
	Iteration 117Q: 3 clusters Score -1.362498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116117 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -13624972.000000 Penalty: 5810.705566
	Iteration 118Q: 3 clusters Score -1.362497e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116125 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -13624986.000000 Penalty: 5810.705566
	Iteration 119Q: 3 clusters Score -1.362499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116133 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -13624984.000000 Penalty: 5810.705566
	Iteration 120F: 3 clusters Score -1.362498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116137 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -13624990.000000 Penalty: 5810.705566
	Iteration 121Q: 3 clusters Score -1.362499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116140 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -13624986.000000 Penalty: 5810.705566
	Iteration 122Q: 3 clusters Score -1.362499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116143 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -13624991.000000 Penalty: 5810.705566
	Iteration 123Q: 3 clusters Score -1.362499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116144 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -13624991.000000 Penalty: 5810.705566
	Iteration 124Q: 3 clusters Score -1.362499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116147 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -13624987.000000 Penalty: 5810.705566
	Iteration 125Q: 3 clusters Score -1.362499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116149 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -13624998.000000 Penalty: 5810.705566
	Iteration 126Q: 3 clusters Score -1.3625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116150 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -13624991.000000 Penalty: 5810.705566
	Iteration 127Q: 3 clusters Score -1.362499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116151 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -13624990.000000 Penalty: 5810.705566
	Iteration 128Q: 3 clusters Score -1.362499e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116152 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -13624995.000000 Penalty: 5810.705566
	Iteration 129Q: 3 clusters Score -1.3625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116152 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -13624995.000000 Penalty: 5810.705566
	Iteration 130F: 3 clusters Score -1.3625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (112109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112109 members 
Entering Unmasked Estep 
Score: -12708130.000000 Penalty: 2883.552246
	Iteration 0F: 2 clusters Score -1.270813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -12633249.000000 Penalty: 5767.104492
	Iteration 0F: 3 clusters Score -1.263325e+07 nChanged 52984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 57515 members 
Entering Unmasked Estep 
Score: -12663568.000000 Penalty: 5767.104492
	Iteration 1F: 3 clusters Score -1.266357e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
Score: -12664255.000000 Penalty: 5767.104492
	Iteration 2Q: 3 clusters Score -1.266426e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -12664892.000000 Penalty: 5767.104492
	Iteration 3Q: 3 clusters Score -1.266489e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 61732 members 
Entering Unmasked Estep 
Score: -12665747.000000 Penalty: 5767.104492
	Iteration 4Q: 3 clusters Score -1.266575e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -12667002.000000 Penalty: 5767.104492
	Iteration 5Q: 3 clusters Score -1.2667e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -12668980.000000 Penalty: 5767.104492
	Iteration 6Q: 3 clusters Score -1.266898e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 74413 members 
Entering Unmasked Estep 
Score: -12672201.000000 Penalty: 5767.104492
	Iteration 7F: 3 clusters Score -1.26722e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -12677711.000000 Penalty: 5767.104492
	Iteration 8F: 3 clusters Score -1.267771e+07 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 91717 members 
Entering Unmasked Estep 
Score: -12686197.000000 Penalty: 5767.104492
	Iteration 9F: 3 clusters Score -1.26862e+07 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 100891 members 
Entering Unmasked Estep 
Score: -12695139.000000 Penalty: 5767.104492
	Iteration 10F: 3 clusters Score -1.269514e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 107206 members 
Entering Unmasked Estep 
Score: -12701321.000000 Penalty: 5767.104492
	Iteration 11F: 3 clusters Score -1.270132e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 110138 members 
Entering Unmasked Estep 
Score: -12703959.000000 Penalty: 5767.104492
	Iteration 12Q: 3 clusters Score -1.270396e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 111232 members 
Entering Unmasked Estep 
Score: -12704931.000000 Penalty: 5767.104492
	Iteration 13Q: 3 clusters Score -1.270493e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 111602 members 
Entering Unmasked Estep 
Score: -12705266.000000 Penalty: 5767.104492
	Iteration 14Q: 3 clusters Score -1.270527e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 111722 members 
Entering Unmasked Estep 
Score: -12705434.000000 Penalty: 5767.104492
	Iteration 15Q: 3 clusters Score -1.270543e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 111768 members 
Entering Unmasked Estep 
Score: -12705504.000000 Penalty: 5767.104492
	Iteration 16Q: 3 clusters Score -1.27055e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 111784 members 
Entering Unmasked Estep 
Score: -12705538.000000 Penalty: 5767.104492
	Iteration 17Q: 3 clusters Score -1.270554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 111796 members 
Entering Unmasked Estep 
Score: -12705555.000000 Penalty: 5767.104492
	Iteration 18Q: 3 clusters Score -1.270556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 111807 members 
Entering Unmasked Estep 
Score: -12705594.000000 Penalty: 5767.104492
	Iteration 19Q: 3 clusters Score -1.270559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 111812 members 
Entering Unmasked Estep 
Score: -12705602.000000 Penalty: 5767.104492
	Iteration 20F: 3 clusters Score -1.27056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 111820 members 
Entering Unmasked Estep 
Score: -12705619.000000 Penalty: 5767.104492
	Iteration 21Q: 3 clusters Score -1.270562e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 111826 members 
Entering Unmasked Estep 
Score: -12705644.000000 Penalty: 5767.104492
	Iteration 22Q: 3 clusters Score -1.270564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 111828 members 
Entering Unmasked Estep 
Score: -12705647.000000 Penalty: 5767.104492
	Iteration 23Q: 3 clusters Score -1.270565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 111831 members 
Entering Unmasked Estep 
Score: -12705642.000000 Penalty: 5767.104492
	Iteration 24Q: 3 clusters Score -1.270564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 111829 members 
Entering Unmasked Estep 
Score: -12705658.000000 Penalty: 5767.104492
	Iteration 25Q: 3 clusters Score -1.270566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 111830 members 
Entering Unmasked Estep 
Score: -12705663.000000 Penalty: 5767.104492
	Iteration 26Q: 3 clusters Score -1.270566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 111831 members 
Entering Unmasked Estep 
Score: -12705659.000000 Penalty: 5767.104492
	Iteration 27Q: 3 clusters Score -1.270566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 111831 members 
Entering Unmasked Estep 
Score: -12705659.000000 Penalty: 5767.104492
	Iteration 28F: 3 clusters Score -1.270566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (55557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55557 members 
Entering Unmasked Estep 
Score: -5995791.000000 Penalty: 2709.440918
	Iteration 0F: 2 clusters Score -5995791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -5958569.000000 Penalty: 5418.881836
	Iteration 0F: 3 clusters Score -5958569 nChanged 25758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -5973699.500000 Penalty: 5418.881836
	Iteration 1F: 3 clusters Score -5973700 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -5976010.000000 Penalty: 5418.881836
	Iteration 2F: 3 clusters Score -5976010 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -5979273.500000 Penalty: 5418.881836
	Iteration 3F: 3 clusters Score -5979274 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -5982685.000000 Penalty: 5418.881836
	Iteration 4F: 3 clusters Score -5982685 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -5985920.500000 Penalty: 5418.881836
	Iteration 5F: 3 clusters Score -5985920 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -5988900.500000 Penalty: 5418.881836
	Iteration 6F: 3 clusters Score -5988900 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -5991472.500000 Penalty: 5418.881836
	Iteration 7F: 3 clusters Score -5991472 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -5993312.500000 Penalty: 5418.881836
	Iteration 8Q: 3 clusters Score -5993312 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -5994668.000000 Penalty: 5418.881836
	Iteration 9Q: 3 clusters Score -5994668 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -5995838.500000 Penalty: 5418.881836
	Iteration 10Q: 3 clusters Score -5995838 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -5997033.500000 Penalty: 5418.881836
	Iteration 11Q: 3 clusters Score -5997034 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -5997732.000000 Penalty: 5418.881836
	Iteration 12Q: 3 clusters Score -5997732 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -5997988.500000 Penalty: 5418.881836
	Iteration 13Q: 3 clusters Score -5997988 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -5998105.000000 Penalty: 5418.881836
	Iteration 14Q: 3 clusters Score -5998105 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51900 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -5998169.500000 Penalty: 5418.881836
	Iteration 15Q: 3 clusters Score -5998170 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -5998184.000000 Penalty: 5418.881836
	Iteration 16Q: 3 clusters Score -5998184 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5998220.500000 Penalty: 5418.881836
	Iteration 17Q: 3 clusters Score -5998220 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5998219.000000 Penalty: 5418.881836
	Iteration 18Q: 3 clusters Score -5998219 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -5998248.500000 Penalty: 5418.881836
	Iteration 19Q: 3 clusters Score -5998248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -5998256.000000 Penalty: 5418.881836
	Iteration 20F: 3 clusters Score -5998256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5998257.500000 Penalty: 5418.881836
	Iteration 21Q: 3 clusters Score -5998258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52509 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5998251.500000 Penalty: 5418.881836
	Iteration 22Q: 3 clusters Score -5998252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52534 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5998256.000000 Penalty: 5418.881836
	Iteration 23Q: 3 clusters Score -5998256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5998265.500000 Penalty: 5418.881836
	Iteration 24Q: 3 clusters Score -5998266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5998260.500000 Penalty: 5418.881836
	Iteration 25Q: 3 clusters Score -5998260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5998262.500000 Penalty: 5418.881836
	Iteration 26Q: 3 clusters Score -5998262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -5998255.500000 Penalty: 5418.881836
	Iteration 27Q: 3 clusters Score -5998256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5998248.000000 Penalty: 5418.881836
	Iteration 28Q: 3 clusters Score -5998248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -5998250.000000 Penalty: 5418.881836
	Iteration 29Q: 3 clusters Score -5998250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -5998261.500000 Penalty: 5418.881836
	Iteration 30Q: 3 clusters Score -5998262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -5998262.000000 Penalty: 5418.881836
	Iteration 31Q: 3 clusters Score -5998262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -5998260.000000 Penalty: 5418.881836
	Iteration 32Q: 3 clusters Score -5998260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -5998258.000000 Penalty: 5418.881836
	Iteration 33Q: 3 clusters Score -5998258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -5998264.000000 Penalty: 5418.881836
	Iteration 34Q: 3 clusters Score -5998264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52624 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5998273.000000 Penalty: 5418.881836
	Iteration 35Q: 3 clusters Score -5998273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52628 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -5998270.500000 Penalty: 5418.881836
	Iteration 36Q: 3 clusters Score -5998270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -5998265.000000 Penalty: 5418.881836
	Iteration 37Q: 3 clusters Score -5998265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52639 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5998264.500000 Penalty: 5418.881836
	Iteration 38Q: 3 clusters Score -5998264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5998268.000000 Penalty: 5418.881836
	Iteration 39Q: 3 clusters Score -5998268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5998267.000000 Penalty: 5418.881836
	Iteration 40F: 3 clusters Score -5998267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5998263.000000 Penalty: 5418.881836
	Iteration 41Q: 3 clusters Score -5998263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -5998267.000000 Penalty: 5418.881836
	Iteration 42Q: 3 clusters Score -5998267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -5998269.500000 Penalty: 5418.881836
	Iteration 43Q: 3 clusters Score -5998270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5998274.000000 Penalty: 5418.881836
	Iteration 44Q: 3 clusters Score -5998274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5998278.000000 Penalty: 5418.881836
	Iteration 45Q: 3 clusters Score -5998278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -5998272.000000 Penalty: 5418.881836
	Iteration 46Q: 3 clusters Score -5998272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52658 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -5998276.000000 Penalty: 5418.881836
	Iteration 47Q: 3 clusters Score -5998276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5998274.000000 Penalty: 5418.881836
	Iteration 48Q: 3 clusters Score -5998274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -5998275.500000 Penalty: 5418.881836
	Iteration 49Q: 3 clusters Score -5998276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5998271.500000 Penalty: 5418.881836
	Iteration 50Q: 3 clusters Score -5998272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52661 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5998271.500000 Penalty: 5418.881836
	Iteration 51F: 3 clusters Score -5998272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 122410 members 
Mstep: Class 2 contains 112109 members 
Mstep: Class 3 contains 52661 members 
Mstep: Class 4 contains 301775 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 52957 members 
Mstep: Class 7 contains 144205 members 
Mstep: Class 8 contains 28759 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 12784 members 
Mstep: Class 15 contains 26227 members 
Mstep: Class 18 contains 24573 members 
Mstep: Class 19 contains 962 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 8969 members 
Entering Unmasked Estep 
Score: -97961712.000000 Penalty: 57806.730469
Splitting cluster 3 changes total score from -97959272.000000 to -97961712.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (301775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301775 members 
Entering Unmasked Estep 
Score: -33401560.000000 Penalty: 3129.124512
	Iteration 0F: 2 clusters Score -3.340156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150708 members 
Mstep: Class 2 contains 151067 members 
Entering Unmasked Estep 
Score: -33220118.000000 Penalty: 6258.249023
	Iteration 0F: 3 clusters Score -3.322012e+07 nChanged 146323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148981 members 
Mstep: Class 2 contains 152794 members 
Entering Unmasked Estep 
Score: -33305900.000000 Penalty: 6258.249023
	Iteration 1F: 3 clusters Score -3.33059e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147992 members 
Mstep: Class 2 contains 153783 members 
Entering Unmasked Estep 
Score: -33306762.000000 Penalty: 6258.249023
	Iteration 2Q: 3 clusters Score -3.330676e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146423 members 
Mstep: Class 2 contains 155352 members 
Entering Unmasked Estep 
Score: -33307778.000000 Penalty: 6258.249023
	Iteration 3Q: 3 clusters Score -3.330778e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144022 members 
Mstep: Class 2 contains 157753 members 
Entering Unmasked Estep 
Score: -33309042.000000 Penalty: 6258.249023
	Iteration 4Q: 3 clusters Score -3.330904e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140412 members 
Mstep: Class 2 contains 161363 members 
Entering Unmasked Estep 
Score: -33311166.000000 Penalty: 6258.249023
	Iteration 5Q: 3 clusters Score -3.331117e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135244 members 
Mstep: Class 2 contains 166531 members 
Entering Unmasked Estep 
Score: -33314414.000000 Penalty: 6258.249023
	Iteration 6Q: 3 clusters Score -3.331441e+07 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127908 members 
Mstep: Class 2 contains 173867 members 
Entering Unmasked Estep 
Score: -33319182.000000 Penalty: 6258.249023
	Iteration 7Q: 3 clusters Score -3.331918e+07 nChanged 15426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117978 members 
Mstep: Class 2 contains 183797 members 
Entering Unmasked Estep 
Score: -33326952.000000 Penalty: 6258.249023
	Iteration 8F: 3 clusters Score -3.332695e+07 nChanged 18399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106231 members 
Mstep: Class 2 contains 195544 members 
Entering Unmasked Estep 
Score: -33338816.000000 Penalty: 6258.249023
	Iteration 9F: 3 clusters Score -3.333882e+07 nChanged 19631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94776 members 
Mstep: Class 2 contains 206999 members 
Entering Unmasked Estep 
Score: -33352660.000000 Penalty: 6258.249023
	Iteration 10F: 3 clusters Score -3.335266e+07 nChanged 17984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 215029 members 
Entering Unmasked Estep 
Score: -33364668.000000 Penalty: 6258.249023
	Iteration 11F: 3 clusters Score -3.336467e+07 nChanged 14224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82380 members 
Mstep: Class 2 contains 219395 members 
Entering Unmasked Estep 
Score: -33371516.000000 Penalty: 6258.249023
	Iteration 12Q: 3 clusters Score -3.337152e+07 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 221628 members 
Entering Unmasked Estep 
Score: -33374904.000000 Penalty: 6258.249023
	Iteration 13Q: 3 clusters Score -3.33749e+07 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78840 members 
Mstep: Class 2 contains 222935 members 
Entering Unmasked Estep 
Score: -33376176.000000 Penalty: 6258.249023
	Iteration 14Q: 3 clusters Score -3.337618e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 224024 members 
Entering Unmasked Estep 
Score: -33376922.000000 Penalty: 6258.249023
	Iteration 15Q: 3 clusters Score -3.337692e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 225048 members 
Entering Unmasked Estep 
Score: -33377496.000000 Penalty: 6258.249023
	Iteration 16Q: 3 clusters Score -3.33775e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 226070 members 
Entering Unmasked Estep 
Score: -33378432.000000 Penalty: 6258.249023
	Iteration 17Q: 3 clusters Score -3.337843e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74621 members 
Mstep: Class 2 contains 227154 members 
Entering Unmasked Estep 
Score: -33379342.000000 Penalty: 6258.249023
	Iteration 18Q: 3 clusters Score -3.337934e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73501 members 
Mstep: Class 2 contains 228274 members 
Entering Unmasked Estep 
Score: -33380304.000000 Penalty: 6258.249023
	Iteration 19Q: 3 clusters Score -3.33803e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72368 members 
Mstep: Class 2 contains 229407 members 
Entering Unmasked Estep 
Score: -33381330.000000 Penalty: 6258.249023
	Iteration 20F: 3 clusters Score -3.338133e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 230734 members 
Entering Unmasked Estep 
Score: -33382646.000000 Penalty: 6258.249023
	Iteration 21Q: 3 clusters Score -3.338265e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 232305 members 
Entering Unmasked Estep 
Score: -33384068.000000 Penalty: 6258.249023
	Iteration 22Q: 3 clusters Score -3.338407e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67657 members 
Mstep: Class 2 contains 234118 members 
Entering Unmasked Estep 
Score: -33385594.000000 Penalty: 6258.249023
	Iteration 23Q: 3 clusters Score -3.338559e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 236087 members 
Entering Unmasked Estep 
Score: -33387424.000000 Penalty: 6258.249023
	Iteration 24Q: 3 clusters Score -3.338742e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 238168 members 
Entering Unmasked Estep 
Score: -33389006.000000 Penalty: 6258.249023
	Iteration 25Q: 3 clusters Score -3.338901e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61344 members 
Mstep: Class 2 contains 240431 members 
Entering Unmasked Estep 
Score: -33390438.000000 Penalty: 6258.249023
	Iteration 26Q: 3 clusters Score -3.339044e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 242752 members 
Entering Unmasked Estep 
Score: -33392030.000000 Penalty: 6258.249023
	Iteration 27Q: 3 clusters Score -3.339203e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 245276 members 
Entering Unmasked Estep 
Score: -33393686.000000 Penalty: 6258.249023
	Iteration 28Q: 3 clusters Score -3.339369e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 247904 members 
Entering Unmasked Estep 
Score: -33395326.000000 Penalty: 6258.249023
	Iteration 29Q: 3 clusters Score -3.339533e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 250611 members 
Entering Unmasked Estep 
Score: -33396892.000000 Penalty: 6258.249023
	Iteration 30Q: 3 clusters Score -3.339689e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 253421 members 
Entering Unmasked Estep 
Score: -33398394.000000 Penalty: 6258.249023
	Iteration 31Q: 3 clusters Score -3.339839e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 256228 members 
Entering Unmasked Estep 
Score: -33399876.000000 Penalty: 6258.249023
	Iteration 32Q: 3 clusters Score -3.339988e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 259014 members 
Entering Unmasked Estep 
Score: -33401194.000000 Penalty: 6258.249023
	Iteration 33Q: 3 clusters Score -3.340119e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 261738 members 
Entering Unmasked Estep 
Score: -33402572.000000 Penalty: 6258.249023
	Iteration 34Q: 3 clusters Score -3.340257e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 264352 members 
Entering Unmasked Estep 
Score: -33403906.000000 Penalty: 6258.249023
	Iteration 35Q: 3 clusters Score -3.340391e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 266947 members 
Entering Unmasked Estep 
Score: -33405212.000000 Penalty: 6258.249023
	Iteration 36Q: 3 clusters Score -3.340521e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 269321 members 
Entering Unmasked Estep 
Score: -33406104.000000 Penalty: 6258.249023
	Iteration 37Q: 3 clusters Score -3.34061e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 271566 members 
Entering Unmasked Estep 
Score: -33406798.000000 Penalty: 6258.249023
	Iteration 38Q: 3 clusters Score -3.34068e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 273562 members 
Entering Unmasked Estep 
Score: -33407434.000000 Penalty: 6258.249023
	Iteration 39Q: 3 clusters Score -3.340743e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 275405 members 
Entering Unmasked Estep 
Score: -33407962.000000 Penalty: 6258.249023
	Iteration 40F: 3 clusters Score -3.340796e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 277059 members 
Entering Unmasked Estep 
Score: -33408428.000000 Penalty: 6258.249023
	Iteration 41Q: 3 clusters Score -3.340843e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 278532 members 
Entering Unmasked Estep 
Score: -33408790.000000 Penalty: 6258.249023
	Iteration 42Q: 3 clusters Score -3.340879e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 279873 members 
Entering Unmasked Estep 
Score: -33409162.000000 Penalty: 6258.249023
	Iteration 43Q: 3 clusters Score -3.340916e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 281080 members 
Entering Unmasked Estep 
Score: -33409518.000000 Penalty: 6258.249023
	Iteration 44Q: 3 clusters Score -3.340952e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 282174 members 
Entering Unmasked Estep 
Score: -33409672.000000 Penalty: 6258.249023
	Iteration 45Q: 3 clusters Score -3.340967e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 283131 members 
Entering Unmasked Estep 
Score: -33409692.000000 Penalty: 6258.249023
	Iteration 46Q: 3 clusters Score -3.340969e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 283956 members 
Entering Unmasked Estep 
Score: -33409832.000000 Penalty: 6258.249023
	Iteration 47Q: 3 clusters Score -3.340983e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 284683 members 
Entering Unmasked Estep 
Score: -33409890.000000 Penalty: 6258.249023
	Iteration 48Q: 3 clusters Score -3.340989e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 285350 members 
Entering Unmasked Estep 
Score: -33409948.000000 Penalty: 6258.249023
	Iteration 49Q: 3 clusters Score -3.340995e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 285934 members 
Entering Unmasked Estep 
Score: -33409976.000000 Penalty: 6258.249023
	Iteration 50Q: 3 clusters Score -3.340998e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 286414 members 
Entering Unmasked Estep 
Score: -33410034.000000 Penalty: 6258.249023
	Iteration 51Q: 3 clusters Score -3.341003e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 286850 members 
Entering Unmasked Estep 
Score: -33410018.000000 Penalty: 6258.249023
	Iteration 52Q: 3 clusters Score -3.341002e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 287214 members 
Entering Unmasked Estep 
Score: -33410010.000000 Penalty: 6258.249023
	Iteration 53Q: 3 clusters Score -3.341001e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 287539 members 
Entering Unmasked Estep 
Score: -33410006.000000 Penalty: 6258.249023
	Iteration 54Q: 3 clusters Score -3.341001e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 287829 members 
Entering Unmasked Estep 
Score: -33410004.000000 Penalty: 6258.249023
	Iteration 55Q: 3 clusters Score -3.341e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 288100 members 
Entering Unmasked Estep 
Score: -33409986.000000 Penalty: 6258.249023
	Iteration 56Q: 3 clusters Score -3.340999e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 288324 members 
Entering Unmasked Estep 
Score: -33410010.000000 Penalty: 6258.249023
	Iteration 57Q: 3 clusters Score -3.341001e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 288527 members 
Entering Unmasked Estep 
Score: -33409954.000000 Penalty: 6258.249023
	Iteration 58Q: 3 clusters Score -3.340995e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 288689 members 
Entering Unmasked Estep 
Score: -33409866.000000 Penalty: 6258.249023
	Iteration 59Q: 3 clusters Score -3.340987e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 288855 members 
Entering Unmasked Estep 
Score: -33409836.000000 Penalty: 6258.249023
	Iteration 60F: 3 clusters Score -3.340984e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 288968 members 
Entering Unmasked Estep 
Score: -33409760.000000 Penalty: 6258.249023
	Iteration 61Q: 3 clusters Score -3.340976e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 289076 members 
Entering Unmasked Estep 
Score: -33409760.000000 Penalty: 6258.249023
	Iteration 62Q: 3 clusters Score -3.340976e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 289174 members 
Entering Unmasked Estep 
Score: -33409778.000000 Penalty: 6258.249023
	Iteration 63Q: 3 clusters Score -3.340978e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 289259 members 
Entering Unmasked Estep 
Score: -33409764.000000 Penalty: 6258.249023
	Iteration 64Q: 3 clusters Score -3.340976e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 289339 members 
Entering Unmasked Estep 
Score: -33409738.000000 Penalty: 6258.249023
	Iteration 65Q: 3 clusters Score -3.340974e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 289407 members 
Entering Unmasked Estep 
Score: -33409728.000000 Penalty: 6258.249023
	Iteration 66Q: 3 clusters Score -3.340973e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 289477 members 
Entering Unmasked Estep 
Score: -33409758.000000 Penalty: 6258.249023
	Iteration 67Q: 3 clusters Score -3.340976e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 289531 members 
Entering Unmasked Estep 
Score: -33409710.000000 Penalty: 6258.249023
	Iteration 68Q: 3 clusters Score -3.340971e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 289575 members 
Entering Unmasked Estep 
Score: -33409666.000000 Penalty: 6258.249023
	Iteration 69Q: 3 clusters Score -3.340967e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 289620 members 
Entering Unmasked Estep 
Score: -33409644.000000 Penalty: 6258.249023
	Iteration 70Q: 3 clusters Score -3.340964e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 289682 members 
Entering Unmasked Estep 
Score: -33409656.000000 Penalty: 6258.249023
	Iteration 71Q: 3 clusters Score -3.340966e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 289734 members 
Entering Unmasked Estep 
Score: -33409666.000000 Penalty: 6258.249023
	Iteration 72Q: 3 clusters Score -3.340967e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 289790 members 
Entering Unmasked Estep 
Score: -33409648.000000 Penalty: 6258.249023
	Iteration 73Q: 3 clusters Score -3.340965e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 289846 members 
Entering Unmasked Estep 
Score: -33409628.000000 Penalty: 6258.249023
	Iteration 74Q: 3 clusters Score -3.340963e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 289906 members 
Entering Unmasked Estep 
Score: -33409578.000000 Penalty: 6258.249023
	Iteration 75Q: 3 clusters Score -3.340958e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 289971 members 
Entering Unmasked Estep 
Score: -33409550.000000 Penalty: 6258.249023
	Iteration 76Q: 3 clusters Score -3.340955e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 290028 members 
Entering Unmasked Estep 
Score: -33409530.000000 Penalty: 6258.249023
	Iteration 77Q: 3 clusters Score -3.340953e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 290073 members 
Entering Unmasked Estep 
Score: -33409518.000000 Penalty: 6258.249023
	Iteration 78Q: 3 clusters Score -3.340952e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 290119 members 
Entering Unmasked Estep 
Score: -33409466.000000 Penalty: 6258.249023
	Iteration 79Q: 3 clusters Score -3.340947e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 290145 members 
Entering Unmasked Estep 
Score: -33409458.000000 Penalty: 6258.249023
	Iteration 80F: 3 clusters Score -3.340946e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 290180 members 
Entering Unmasked Estep 
Score: -33409454.000000 Penalty: 6258.249023
	Iteration 81Q: 3 clusters Score -3.340945e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 290215 members 
Entering Unmasked Estep 
Score: -33409420.000000 Penalty: 6258.249023
	Iteration 82Q: 3 clusters Score -3.340942e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 290250 members 
Entering Unmasked Estep 
Score: -33409416.000000 Penalty: 6258.249023
	Iteration 83Q: 3 clusters Score -3.340942e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 290285 members 
Entering Unmasked Estep 
Score: -33409432.000000 Penalty: 6258.249023
	Iteration 84Q: 3 clusters Score -3.340943e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 290318 members 
Entering Unmasked Estep 
Score: -33409426.000000 Penalty: 6258.249023
	Iteration 85Q: 3 clusters Score -3.340943e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 290339 members 
Entering Unmasked Estep 
Score: -33409418.000000 Penalty: 6258.249023
	Iteration 86Q: 3 clusters Score -3.340942e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 290355 members 
Entering Unmasked Estep 
Score: -33409422.000000 Penalty: 6258.249023
	Iteration 87Q: 3 clusters Score -3.340942e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 290368 members 
Entering Unmasked Estep 
Score: -33409422.000000 Penalty: 6258.249023
	Iteration 88Q: 3 clusters Score -3.340942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 290378 members 
Entering Unmasked Estep 
Score: -33409398.000000 Penalty: 6258.249023
	Iteration 89Q: 3 clusters Score -3.34094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 290386 members 
Entering Unmasked Estep 
Score: -33409396.000000 Penalty: 6258.249023
	Iteration 90Q: 3 clusters Score -3.34094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 290390 members 
Entering Unmasked Estep 
Score: -33409384.000000 Penalty: 6258.249023
	Iteration 91Q: 3 clusters Score -3.340938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 290393 members 
Entering Unmasked Estep 
Score: -33409368.000000 Penalty: 6258.249023
	Iteration 92Q: 3 clusters Score -3.340937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 290397 members 
Entering Unmasked Estep 
Score: -33409358.000000 Penalty: 6258.249023
	Iteration 93Q: 3 clusters Score -3.340936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 290399 members 
Entering Unmasked Estep 
Score: -33409372.000000 Penalty: 6258.249023
	Iteration 94Q: 3 clusters Score -3.340937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 290404 members 
Entering Unmasked Estep 
Score: -33409366.000000 Penalty: 6258.249023
	Iteration 95Q: 3 clusters Score -3.340937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 290411 members 
Entering Unmasked Estep 
Score: -33409338.000000 Penalty: 6258.249023
	Iteration 96Q: 3 clusters Score -3.340934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 290418 members 
Entering Unmasked Estep 
Score: -33409352.000000 Penalty: 6258.249023
	Iteration 97Q: 3 clusters Score -3.340935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 290427 members 
Entering Unmasked Estep 
Score: -33409368.000000 Penalty: 6258.249023
	Iteration 98Q: 3 clusters Score -3.340937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 290432 members 
Entering Unmasked Estep 
Score: -33409364.000000 Penalty: 6258.249023
	Iteration 99Q: 3 clusters Score -3.340936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 290438 members 
Entering Unmasked Estep 
Score: -33409348.000000 Penalty: 6258.249023
	Iteration 100F: 3 clusters Score -3.340935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 290445 members 
Entering Unmasked Estep 
Score: -33409334.000000 Penalty: 6258.249023
	Iteration 101Q: 3 clusters Score -3.340933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 290453 members 
Entering Unmasked Estep 
Score: -33409334.000000 Penalty: 6258.249023
	Iteration 102Q: 3 clusters Score -3.340933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 290463 members 
Entering Unmasked Estep 
Score: -33409348.000000 Penalty: 6258.249023
	Iteration 103Q: 3 clusters Score -3.340935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 290469 members 
Entering Unmasked Estep 
Score: -33409350.000000 Penalty: 6258.249023
	Iteration 104Q: 3 clusters Score -3.340935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 290473 members 
Entering Unmasked Estep 
Score: -33409346.000000 Penalty: 6258.249023
	Iteration 105Q: 3 clusters Score -3.340935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 290476 members 
Entering Unmasked Estep 
Score: -33409346.000000 Penalty: 6258.249023
	Iteration 106Q: 3 clusters Score -3.340935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 290479 members 
Entering Unmasked Estep 
Score: -33409346.000000 Penalty: 6258.249023
	Iteration 107Q: 3 clusters Score -3.340935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 290484 members 
Entering Unmasked Estep 
Score: -33409328.000000 Penalty: 6258.249023
	Iteration 108Q: 3 clusters Score -3.340933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 290485 members 
Entering Unmasked Estep 
Score: -33409330.000000 Penalty: 6258.249023
	Iteration 109Q: 3 clusters Score -3.340933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 290484 members 
Entering Unmasked Estep 
Score: -33409336.000000 Penalty: 6258.249023
	Iteration 110Q: 3 clusters Score -3.340934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 290484 members 
Entering Unmasked Estep 
Score: -33409336.000000 Penalty: 6258.249023
	Iteration 111F: 3 clusters Score -3.340934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 122410 members 
Mstep: Class 2 contains 112109 members 
Mstep: Class 3 contains 52661 members 
Mstep: Class 4 contains 11291 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 52957 members 
Mstep: Class 7 contains 144205 members 
Mstep: Class 8 contains 28759 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 290484 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 12784 members 
Mstep: Class 15 contains 26227 members 
Mstep: Class 18 contains 24573 members 
Mstep: Class 19 contains 962 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 8969 members 
Entering Unmasked Estep 
Score: -97969200.000000 Penalty: 61207.128906
Splitting cluster 4 changes total score from -97959272.000000 to -97969200.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 5 (2047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Entering Unmasked Estep 
Score: -188382.578125 Penalty: 1890.784424
	Iteration 0F: 2 clusters Score -188382.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -185893.015625 Penalty: 3781.568848
	Iteration 0F: 3 clusters Score -185893 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -186849.468750 Penalty: 3781.568848
	Iteration 1F: 3 clusters Score -186849.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -187618.640625 Penalty: 3781.568848
	Iteration 2F: 3 clusters Score -187618.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -188390.750000 Penalty: 3781.568848
	Iteration 3F: 3 clusters Score -188390.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -189287.281250 Penalty: 3781.568848
	Iteration 4F: 3 clusters Score -189287.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -190300.343750 Penalty: 3781.568848
	Iteration 5F: 3 clusters Score -190300.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -190629.046875 Penalty: 3781.568848
	Iteration 6Q: 3 clusters Score -190629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -190650.453125 Penalty: 3781.568848
	Iteration 7Q: 3 clusters Score -190650.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -190656.125000 Penalty: 3781.568848
	Iteration 8Q: 3 clusters Score -190656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -190660.546875 Penalty: 3781.568848
	Iteration 9Q: 3 clusters Score -190660.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -190665.750000 Penalty: 3781.568848
	Iteration 10Q: 3 clusters Score -190665.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -190666.890625 Penalty: 3781.568848
	Iteration 11Q: 3 clusters Score -190666.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -190670.140625 Penalty: 3781.568848
	Iteration 12Q: 3 clusters Score -190670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -190670.937500 Penalty: 3781.568848
	Iteration 13Q: 3 clusters Score -190670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -190671.312500 Penalty: 3781.568848
	Iteration 14Q: 3 clusters Score -190671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -190672.218750 Penalty: 3781.568848
	Iteration 15Q: 3 clusters Score -190672.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -190672.984375 Penalty: 3781.568848
	Iteration 16Q: 3 clusters Score -190673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -190674.328125 Penalty: 3781.568848
	Iteration 17Q: 3 clusters Score -190674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -190675.171875 Penalty: 3781.568848
	Iteration 18Q: 3 clusters Score -190675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -190676.812500 Penalty: 3781.568848
	Iteration 19Q: 3 clusters Score -190676.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -190679.406250 Penalty: 3781.568848
	Iteration 20F: 3 clusters Score -190679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -190679.765625 Penalty: 3781.568848
	Iteration 21Q: 3 clusters Score -190679.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -190680.531250 Penalty: 3781.568848
	Iteration 22Q: 3 clusters Score -190680.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -190680.734375 Penalty: 3781.568848
	Iteration 23Q: 3 clusters Score -190680.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -190682.359375 Penalty: 3781.568848
	Iteration 24Q: 3 clusters Score -190682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -190684.171875 Penalty: 3781.568848
	Iteration 25Q: 3 clusters Score -190684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -190685.656250 Penalty: 3781.568848
	Iteration 26Q: 3 clusters Score -190685.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -190685.984375 Penalty: 3781.568848
	Iteration 27Q: 3 clusters Score -190686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -190687.937500 Penalty: 3781.568848
	Iteration 28Q: 3 clusters Score -190687.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -190691.437500 Penalty: 3781.568848
	Iteration 29Q: 3 clusters Score -190691.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -190697.890625 Penalty: 3781.568848
	Iteration 30Q: 3 clusters Score -190697.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -190705.171875 Penalty: 3781.568848
	Iteration 31Q: 3 clusters Score -190705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -190712.921875 Penalty: 3781.568848
	Iteration 32Q: 3 clusters Score -190712.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -190715.343750 Penalty: 3781.568848
	Iteration 33Q: 3 clusters Score -190715.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -190717.796875 Penalty: 3781.568848
	Iteration 34Q: 3 clusters Score -190717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -190721.187500 Penalty: 3781.568848
	Iteration 35Q: 3 clusters Score -190721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -190724.562500 Penalty: 3781.568848
	Iteration 36Q: 3 clusters Score -190724.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -190727.859375 Penalty: 3781.568848
	Iteration 37Q: 3 clusters Score -190727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -190730.187500 Penalty: 3781.568848
	Iteration 38Q: 3 clusters Score -190730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -190733.156250 Penalty: 3781.568848
	Iteration 39Q: 3 clusters Score -190733.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -190745.984375 Penalty: 3781.568848
	Iteration 40F: 3 clusters Score -190746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -190749.078125 Penalty: 3781.568848
	Iteration 41Q: 3 clusters Score -190749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -190753.984375 Penalty: 3781.568848
	Iteration 42Q: 3 clusters Score -190754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -190758.046875 Penalty: 3781.568848
	Iteration 43Q: 3 clusters Score -190758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -190758.671875 Penalty: 3781.568848
	Iteration 44Q: 3 clusters Score -190758.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -190758.671875 Penalty: 3781.568848
	Iteration 45F: 3 clusters Score -190758.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 122410 members 
Mstep: Class 2 contains 112109 members 
Mstep: Class 3 contains 52661 members 
Mstep: Class 4 contains 11291 members 
Mstep: Class 5 contains 270 members 
Mstep: Class 6 contains 52957 members 
Mstep: Class 7 contains 144205 members 
Mstep: Class 8 contains 28759 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 290484 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 12784 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 26227 members 
Mstep: Class 18 contains 24573 members 
Mstep: Class 19 contains 962 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 8969 members 
Entering Unmasked Estep 
Score: -97970104.000000 Penalty: 64607.523438
Splitting cluster 5 changes total score from -97959272.000000 to -97970104.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 6 (52957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Entering Unmasked Estep 
Score: -5899565.500000 Penalty: 2697.554443
	Iteration 0F: 2 clusters Score -5899566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -5864089.000000 Penalty: 5395.108887
	Iteration 0F: 3 clusters Score -5864089 nChanged 24440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -5877638.500000 Penalty: 5395.108887
	Iteration 1F: 3 clusters Score -5877638 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -5878315.500000 Penalty: 5395.108887
	Iteration 2Q: 3 clusters Score -5878316 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -5879186.000000 Penalty: 5395.108887
	Iteration 3Q: 3 clusters Score -5879186 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -5880334.000000 Penalty: 5395.108887
	Iteration 4Q: 3 clusters Score -5880334 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -5882085.500000 Penalty: 5395.108887
	Iteration 5F: 3 clusters Score -5882086 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -5884279.000000 Penalty: 5395.108887
	Iteration 6F: 3 clusters Score -5884279 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -5886964.500000 Penalty: 5395.108887
	Iteration 7F: 3 clusters Score -5886964 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -5889899.500000 Penalty: 5395.108887
	Iteration 8F: 3 clusters Score -5889900 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -5892589.000000 Penalty: 5395.108887
	Iteration 9F: 3 clusters Score -5892589 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -5894620.500000 Penalty: 5395.108887
	Iteration 10Q: 3 clusters Score -5894620 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -5895827.000000 Penalty: 5395.108887
	Iteration 11Q: 3 clusters Score -5895827 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5896501.000000 Penalty: 5395.108887
	Iteration 12Q: 3 clusters Score -5896501 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5896817.000000 Penalty: 5395.108887
	Iteration 13Q: 3 clusters Score -5896817 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5897004.000000 Penalty: 5395.108887
	Iteration 14Q: 3 clusters Score -5897004 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5897146.000000 Penalty: 5395.108887
	Iteration 15Q: 3 clusters Score -5897146 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5897207.500000 Penalty: 5395.108887
	Iteration 16Q: 3 clusters Score -5897208 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5897263.500000 Penalty: 5395.108887
	Iteration 17Q: 3 clusters Score -5897264 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5897307.000000 Penalty: 5395.108887
	Iteration 18Q: 3 clusters Score -5897307 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5897330.000000 Penalty: 5395.108887
	Iteration 19Q: 3 clusters Score -5897330 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5897342.000000 Penalty: 5395.108887
	Iteration 20F: 3 clusters Score -5897342 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5897375.500000 Penalty: 5395.108887
	Iteration 21Q: 3 clusters Score -5897376 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5897388.000000 Penalty: 5395.108887
	Iteration 22Q: 3 clusters Score -5897388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5897404.000000 Penalty: 5395.108887
	Iteration 23Q: 3 clusters Score -5897404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5897421.000000 Penalty: 5395.108887
	Iteration 24Q: 3 clusters Score -5897421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5897433.000000 Penalty: 5395.108887
	Iteration 25Q: 3 clusters Score -5897433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5897431.000000 Penalty: 5395.108887
	Iteration 26Q: 3 clusters Score -5897431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5897442.000000 Penalty: 5395.108887
	Iteration 27Q: 3 clusters Score -5897442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52084 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5897452.500000 Penalty: 5395.108887
	Iteration 28Q: 3 clusters Score -5897452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5897455.500000 Penalty: 5395.108887
	Iteration 29Q: 3 clusters Score -5897456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5897455.500000 Penalty: 5395.108887
	Iteration 30Q: 3 clusters Score -5897456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5897460.500000 Penalty: 5395.108887
	Iteration 31Q: 3 clusters Score -5897460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5897465.000000 Penalty: 5395.108887
	Iteration 32Q: 3 clusters Score -5897465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5897475.500000 Penalty: 5395.108887
	Iteration 33Q: 3 clusters Score -5897476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5897483.500000 Penalty: 5395.108887
	Iteration 34Q: 3 clusters Score -5897484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5897493.500000 Penalty: 5395.108887
	Iteration 35Q: 3 clusters Score -5897494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -5897501.000000 Penalty: 5395.108887
	Iteration 36Q: 3 clusters Score -5897501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5897500.000000 Penalty: 5395.108887
	Iteration 37Q: 3 clusters Score -5897500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5897502.500000 Penalty: 5395.108887
	Iteration 38Q: 3 clusters Score -5897502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5897509.500000 Penalty: 5395.108887
	Iteration 39Q: 3 clusters Score -5897510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5897513.000000 Penalty: 5395.108887
	Iteration 40F: 3 clusters Score -5897513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (144205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144205 members 
Entering Unmasked Estep 
Score: -16206881.000000 Penalty: 2945.989746
	Iteration 0F: 2 clusters Score -1.620688e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 72234 members 
Entering Unmasked Estep 
Score: -16110340.000000 Penalty: 5891.979492
	Iteration 0F: 3 clusters Score -1.611034e+07 nChanged 68930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69231 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -16151515.000000 Penalty: 5891.979492
	Iteration 1F: 3 clusters Score -1.615152e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67969 members 
Mstep: Class 2 contains 76236 members 
Entering Unmasked Estep 
Score: -16153472.000000 Penalty: 5891.979492
	Iteration 2Q: 3 clusters Score -1.615347e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66396 members 
Mstep: Class 2 contains 77809 members 
Entering Unmasked Estep 
Score: -16156104.000000 Penalty: 5891.979492
	Iteration 3Q: 3 clusters Score -1.61561e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -16159025.000000 Penalty: 5891.979492
	Iteration 4Q: 3 clusters Score -1.615902e+07 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 82150 members 
Entering Unmasked Estep 
Score: -16162202.000000 Penalty: 5891.979492
	Iteration 5Q: 3 clusters Score -1.61622e+07 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 84998 members 
Entering Unmasked Estep 
Score: -16165359.000000 Penalty: 5891.979492
	Iteration 6F: 3 clusters Score -1.616536e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 88418 members 
Entering Unmasked Estep 
Score: -16168789.000000 Penalty: 5891.979492
	Iteration 7F: 3 clusters Score -1.616879e+07 nChanged 7314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 92310 members 
Entering Unmasked Estep 
Score: -16172664.000000 Penalty: 5891.979492
	Iteration 8F: 3 clusters Score -1.617266e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -16177099.000000 Penalty: 5891.979492
	Iteration 9Q: 3 clusters Score -1.61771e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 99510 members 
Entering Unmasked Estep 
Score: -16181406.000000 Penalty: 5891.979492
	Iteration 10Q: 3 clusters Score -1.618141e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 102364 members 
Entering Unmasked Estep 
Score: -16185548.000000 Penalty: 5891.979492
	Iteration 11Q: 3 clusters Score -1.618555e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 104585 members 
Entering Unmasked Estep 
Score: -16188859.000000 Penalty: 5891.979492
	Iteration 12Q: 3 clusters Score -1.618886e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 106320 members 
Entering Unmasked Estep 
Score: -16191074.000000 Penalty: 5891.979492
	Iteration 13Q: 3 clusters Score -1.619107e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 107777 members 
Entering Unmasked Estep 
Score: -16192817.000000 Penalty: 5891.979492
	Iteration 14Q: 3 clusters Score -1.619282e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 109180 members 
Entering Unmasked Estep 
Score: -16194427.000000 Penalty: 5891.979492
	Iteration 15Q: 3 clusters Score -1.619443e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 110509 members 
Entering Unmasked Estep 
Score: -16196042.000000 Penalty: 5891.979492
	Iteration 16Q: 3 clusters Score -1.619604e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 111685 members 
Entering Unmasked Estep 
Score: -16198103.000000 Penalty: 5891.979492
	Iteration 17Q: 3 clusters Score -1.61981e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 112706 members 
Entering Unmasked Estep 
Score: -16200375.000000 Penalty: 5891.979492
	Iteration 18Q: 3 clusters Score -1.620038e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 113512 members 
Entering Unmasked Estep 
Score: -16202669.000000 Penalty: 5891.979492
	Iteration 19Q: 3 clusters Score -1.620267e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 114067 members 
Entering Unmasked Estep 
Score: -16204786.000000 Penalty: 5891.979492
	Iteration 20F: 3 clusters Score -1.620479e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 114315 members 
Entering Unmasked Estep 
Score: -16206056.000000 Penalty: 5891.979492
	Iteration 21Q: 3 clusters Score -1.620606e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 114339 members 
Entering Unmasked Estep 
Score: -16206835.000000 Penalty: 5891.979492
	Iteration 22Q: 3 clusters Score -1.620684e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 114211 members 
Entering Unmasked Estep 
Score: -16207391.000000 Penalty: 5891.979492
	Iteration 23Q: 3 clusters Score -1.620739e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 114067 members 
Entering Unmasked Estep 
Score: -16207625.000000 Penalty: 5891.979492
	Iteration 24Q: 3 clusters Score -1.620762e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 113847 members 
Entering Unmasked Estep 
Score: -16207805.000000 Penalty: 5891.979492
	Iteration 25Q: 3 clusters Score -1.62078e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 113606 members 
Entering Unmasked Estep 
Score: -16207928.000000 Penalty: 5891.979492
	Iteration 26Q: 3 clusters Score -1.620793e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 113310 members 
Entering Unmasked Estep 
Score: -16207967.000000 Penalty: 5891.979492
	Iteration 27Q: 3 clusters Score -1.620797e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 113036 members 
Entering Unmasked Estep 
Score: -16207999.000000 Penalty: 5891.979492
	Iteration 28Q: 3 clusters Score -1.6208e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 112766 members 
Entering Unmasked Estep 
Score: -16208030.000000 Penalty: 5891.979492
	Iteration 29Q: 3 clusters Score -1.620803e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 112521 members 
Entering Unmasked Estep 
Score: -16208032.000000 Penalty: 5891.979492
	Iteration 30Q: 3 clusters Score -1.620803e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 112272 members 
Entering Unmasked Estep 
Score: -16208078.000000 Penalty: 5891.979492
	Iteration 31Q: 3 clusters Score -1.620808e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 112056 members 
Entering Unmasked Estep 
Score: -16208096.000000 Penalty: 5891.979492
	Iteration 32Q: 3 clusters Score -1.62081e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 111847 members 
Entering Unmasked Estep 
Score: -16208106.000000 Penalty: 5891.979492
	Iteration 33Q: 3 clusters Score -1.620811e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 111654 members 
Entering Unmasked Estep 
Score: -16208148.000000 Penalty: 5891.979492
	Iteration 34Q: 3 clusters Score -1.620815e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 111461 members 
Entering Unmasked Estep 
Score: -16208159.000000 Penalty: 5891.979492
	Iteration 35Q: 3 clusters Score -1.620816e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 111268 members 
Entering Unmasked Estep 
Score: -16208147.000000 Penalty: 5891.979492
	Iteration 36Q: 3 clusters Score -1.620815e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 111087 members 
Entering Unmasked Estep 
Score: -16208147.000000 Penalty: 5891.979492
	Iteration 37Q: 3 clusters Score -1.620815e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 110928 members 
Entering Unmasked Estep 
Score: -16208157.000000 Penalty: 5891.979492
	Iteration 38Q: 3 clusters Score -1.620816e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 110794 members 
Entering Unmasked Estep 
Score: -16208143.000000 Penalty: 5891.979492
	Iteration 39Q: 3 clusters Score -1.620814e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 110683 members 
Entering Unmasked Estep 
Score: -16208170.000000 Penalty: 5891.979492
	Iteration 40F: 3 clusters Score -1.620817e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 110547 members 
Entering Unmasked Estep 
Score: -16208167.000000 Penalty: 5891.979492
	Iteration 41Q: 3 clusters Score -1.620817e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 110427 members 
Entering Unmasked Estep 
Score: -16208169.000000 Penalty: 5891.979492
	Iteration 42Q: 3 clusters Score -1.620817e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 110300 members 
Entering Unmasked Estep 
Score: -16208194.000000 Penalty: 5891.979492
	Iteration 43Q: 3 clusters Score -1.620819e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 110188 members 
Entering Unmasked Estep 
Score: -16208215.000000 Penalty: 5891.979492
	Iteration 44Q: 3 clusters Score -1.620822e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 110099 members 
Entering Unmasked Estep 
Score: -16208237.000000 Penalty: 5891.979492
	Iteration 45Q: 3 clusters Score -1.620824e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 110033 members 
Entering Unmasked Estep 
Score: -16208227.000000 Penalty: 5891.979492
	Iteration 46Q: 3 clusters Score -1.620823e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 109967 members 
Entering Unmasked Estep 
Score: -16208227.000000 Penalty: 5891.979492
	Iteration 47Q: 3 clusters Score -1.620823e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 109908 members 
Entering Unmasked Estep 
Score: -16208231.000000 Penalty: 5891.979492
	Iteration 48Q: 3 clusters Score -1.620823e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 109842 members 
Entering Unmasked Estep 
Score: -16208227.000000 Penalty: 5891.979492
	Iteration 49Q: 3 clusters Score -1.620823e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 109784 members 
Entering Unmasked Estep 
Score: -16208219.000000 Penalty: 5891.979492
	Iteration 50Q: 3 clusters Score -1.620822e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 109733 members 
Entering Unmasked Estep 
Score: -16208227.000000 Penalty: 5891.979492
	Iteration 51Q: 3 clusters Score -1.620823e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 109680 members 
Entering Unmasked Estep 
Score: -16208252.000000 Penalty: 5891.979492
	Iteration 52Q: 3 clusters Score -1.620825e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 109640 members 
Entering Unmasked Estep 
Score: -16208252.000000 Penalty: 5891.979492
	Iteration 53Q: 3 clusters Score -1.620825e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 109596 members 
Entering Unmasked Estep 
Score: -16208273.000000 Penalty: 5891.979492
	Iteration 54Q: 3 clusters Score -1.620827e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 109560 members 
Entering Unmasked Estep 
Score: -16208244.000000 Penalty: 5891.979492
	Iteration 55Q: 3 clusters Score -1.620824e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 109540 members 
Entering Unmasked Estep 
Score: -16208273.000000 Penalty: 5891.979492
	Iteration 56Q: 3 clusters Score -1.620827e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 109523 members 
Entering Unmasked Estep 
Score: -16208258.000000 Penalty: 5891.979492
	Iteration 57Q: 3 clusters Score -1.620826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 109509 members 
Entering Unmasked Estep 
Score: -16208260.000000 Penalty: 5891.979492
	Iteration 58Q: 3 clusters Score -1.620826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 109501 members 
Entering Unmasked Estep 
Score: -16208261.000000 Penalty: 5891.979492
	Iteration 59Q: 3 clusters Score -1.620826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 109492 members 
Entering Unmasked Estep 
Score: -16208267.000000 Penalty: 5891.979492
	Iteration 60F: 3 clusters Score -1.620827e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 109477 members 
Entering Unmasked Estep 
Score: -16208249.000000 Penalty: 5891.979492
	Iteration 61Q: 3 clusters Score -1.620825e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 109462 members 
Entering Unmasked Estep 
Score: -16208246.000000 Penalty: 5891.979492
	Iteration 62Q: 3 clusters Score -1.620825e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 109445 members 
Entering Unmasked Estep 
Score: -16208223.000000 Penalty: 5891.979492
	Iteration 63Q: 3 clusters Score -1.620822e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 109430 members 
Entering Unmasked Estep 
Score: -16208239.000000 Penalty: 5891.979492
	Iteration 64Q: 3 clusters Score -1.620824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 109425 members 
Entering Unmasked Estep 
Score: -16208245.000000 Penalty: 5891.979492
	Iteration 65Q: 3 clusters Score -1.620824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 109415 members 
Entering Unmasked Estep 
Score: -16208240.000000 Penalty: 5891.979492
	Iteration 66Q: 3 clusters Score -1.620824e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 109405 members 
Entering Unmasked Estep 
Score: -16208239.000000 Penalty: 5891.979492
	Iteration 67Q: 3 clusters Score -1.620824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 109396 members 
Entering Unmasked Estep 
Score: -16208249.000000 Penalty: 5891.979492
	Iteration 68Q: 3 clusters Score -1.620825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 109392 members 
Entering Unmasked Estep 
Score: -16208248.000000 Penalty: 5891.979492
	Iteration 69Q: 3 clusters Score -1.620825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 109388 members 
Entering Unmasked Estep 
Score: -16208243.000000 Penalty: 5891.979492
	Iteration 70Q: 3 clusters Score -1.620824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 109380 members 
Entering Unmasked Estep 
Score: -16208240.000000 Penalty: 5891.979492
	Iteration 71Q: 3 clusters Score -1.620824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 109377 members 
Entering Unmasked Estep 
Score: -16208241.000000 Penalty: 5891.979492
	Iteration 72Q: 3 clusters Score -1.620824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 109371 members 
Entering Unmasked Estep 
Score: -16208245.000000 Penalty: 5891.979492
	Iteration 73Q: 3 clusters Score -1.620824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 109364 members 
Entering Unmasked Estep 
Score: -16208239.000000 Penalty: 5891.979492
	Iteration 74Q: 3 clusters Score -1.620824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 109358 members 
Entering Unmasked Estep 
Score: -16208244.000000 Penalty: 5891.979492
	Iteration 75Q: 3 clusters Score -1.620824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 109354 members 
Entering Unmasked Estep 
Score: -16208246.000000 Penalty: 5891.979492
	Iteration 76Q: 3 clusters Score -1.620825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 109351 members 
Entering Unmasked Estep 
Score: -16208242.000000 Penalty: 5891.979492
	Iteration 77Q: 3 clusters Score -1.620824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 109350 members 
Entering Unmasked Estep 
Score: -16208242.000000 Penalty: 5891.979492
	Iteration 78Q: 3 clusters Score -1.620824e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 109349 members 
Entering Unmasked Estep 
Score: -16208239.000000 Penalty: 5891.979492
	Iteration 79Q: 3 clusters Score -1.620824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 109349 members 
Entering Unmasked Estep 
Score: -16208239.000000 Penalty: 5891.979492
	Iteration 80F: 3 clusters Score -1.620824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 122410 members 
Mstep: Class 2 contains 112109 members 
Mstep: Class 3 contains 52661 members 
Mstep: Class 4 contains 11291 members 
Mstep: Class 5 contains 270 members 
Mstep: Class 6 contains 52957 members 
Mstep: Class 7 contains 34856 members 
Mstep: Class 8 contains 28759 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 290484 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 12784 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 26227 members 
Mstep: Class 16 contains 109349 members 
Mstep: Class 18 contains 24573 members 
Mstep: Class 19 contains 962 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 8969 members 
Entering Unmasked Estep 
Score: -97970848.000000 Penalty: 68007.921875
Splitting cluster 7 changes total score from -97959272.000000 to -97970848.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 8 (28759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Entering Unmasked Estep 
Score: -3219006.000000 Penalty: 2546.143311
	Iteration 0F: 2 clusters Score -3219006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -3199248.750000 Penalty: 5092.286621
	Iteration 0F: 3 clusters Score -3199249 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -3206515.250000 Penalty: 5092.286621
	Iteration 1F: 3 clusters Score -3206515 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3207584.500000 Penalty: 5092.286621
	Iteration 2F: 3 clusters Score -3207584 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -3209170.250000 Penalty: 5092.286621
	Iteration 3F: 3 clusters Score -3209170 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -3211546.750000 Penalty: 5092.286621
	Iteration 4F: 3 clusters Score -3211547 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3214103.750000 Penalty: 5092.286621
	Iteration 5F: 3 clusters Score -3214104 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -3215940.250000 Penalty: 5092.286621
	Iteration 6F: 3 clusters Score -3215940 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -3217061.500000 Penalty: 5092.286621
	Iteration 7Q: 3 clusters Score -3217062 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3217891.000000 Penalty: 5092.286621
	Iteration 8Q: 3 clusters Score -3217891 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3218498.000000 Penalty: 5092.286621
	Iteration 9Q: 3 clusters Score -3218498 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3218828.250000 Penalty: 5092.286621
	Iteration 10Q: 3 clusters Score -3218828 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -3218945.250000 Penalty: 5092.286621
	Iteration 11Q: 3 clusters Score -3218945 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3218996.250000 Penalty: 5092.286621
	Iteration 12Q: 3 clusters Score -3218996 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -3219023.250000 Penalty: 5092.286621
	Iteration 13Q: 3 clusters Score -3219023 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -3219037.750000 Penalty: 5092.286621
	Iteration 14Q: 3 clusters Score -3219038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3219040.500000 Penalty: 5092.286621
	Iteration 15Q: 3 clusters Score -3219040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3219049.000000 Penalty: 5092.286621
	Iteration 16Q: 3 clusters Score -3219049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -3219057.750000 Penalty: 5092.286621
	Iteration 17Q: 3 clusters Score -3219058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -3219064.000000 Penalty: 5092.286621
	Iteration 18Q: 3 clusters Score -3219064 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3219074.750000 Penalty: 5092.286621
	Iteration 19Q: 3 clusters Score -3219075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -3219070.250000 Penalty: 5092.286621
	Iteration 20F: 3 clusters Score -3219070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3219077.750000 Penalty: 5092.286621
	Iteration 21Q: 3 clusters Score -3219078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3219085.000000 Penalty: 5092.286621
	Iteration 22Q: 3 clusters Score -3219085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3219082.250000 Penalty: 5092.286621
	Iteration 23Q: 3 clusters Score -3219082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3219085.750000 Penalty: 5092.286621
	Iteration 24Q: 3 clusters Score -3219086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3219093.750000 Penalty: 5092.286621
	Iteration 25Q: 3 clusters Score -3219094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3219091.250000 Penalty: 5092.286621
	Iteration 26Q: 3 clusters Score -3219091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -3219093.500000 Penalty: 5092.286621
	Iteration 27Q: 3 clusters Score -3219094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3219093.750000 Penalty: 5092.286621
	Iteration 28Q: 3 clusters Score -3219094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -3219090.000000 Penalty: 5092.286621
	Iteration 29Q: 3 clusters Score -3219090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3219095.750000 Penalty: 5092.286621
	Iteration 30Q: 3 clusters Score -3219096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3219097.000000 Penalty: 5092.286621
	Iteration 31Q: 3 clusters Score -3219097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3219095.750000 Penalty: 5092.286621
	Iteration 32Q: 3 clusters Score -3219096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3219093.250000 Penalty: 5092.286621
	Iteration 33Q: 3 clusters Score -3219093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3219095.000000 Penalty: 5092.286621
	Iteration 34Q: 3 clusters Score -3219095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3219105.250000 Penalty: 5092.286621
	Iteration 35Q: 3 clusters Score -3219105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3219096.500000 Penalty: 5092.286621
	Iteration 36Q: 3 clusters Score -3219096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3219101.750000 Penalty: 5092.286621
	Iteration 37Q: 3 clusters Score -3219102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3219102.750000 Penalty: 5092.286621
	Iteration 38Q: 3 clusters Score -3219103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3219097.000000 Penalty: 5092.286621
	Iteration 39Q: 3 clusters Score -3219097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3219097.000000 Penalty: 5092.286621
	Iteration 40F: 3 clusters Score -3219097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 122410 members 
Mstep: Class 2 contains 112109 members 
Mstep: Class 3 contains 52661 members 
Mstep: Class 4 contains 11291 members 
Mstep: Class 5 contains 270 members 
Mstep: Class 6 contains 52957 members 
Mstep: Class 7 contains 34856 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 290484 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 12784 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 26227 members 
Mstep: Class 16 contains 109349 members 
Mstep: Class 17 contains 24885 members 
Mstep: Class 18 contains 24573 members 
Mstep: Class 19 contains 962 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 8969 members 
Entering Unmasked Estep 
Score: -97970040.000000 Penalty: 71408.312500
Splitting cluster 8 changes total score from -97959272.000000 to -97970040.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 11 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -108502.359375 Penalty: 1720.213013
	Iteration 0F: 2 clusters Score -108502.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -106550.468750 Penalty: 3440.426025
	Iteration 0F: 3 clusters Score -106550.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -106802.867188 Penalty: 3440.426025
	Iteration 1F: 3 clusters Score -106802.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106877.570312 Penalty: 3440.426025
	Iteration 2F: 3 clusters Score -106877.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -106911.953125 Penalty: 3440.426025
	Iteration 3Q: 3 clusters Score -106912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -106933.812500 Penalty: 3440.426025
	Iteration 4Q: 3 clusters Score -106933.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106945.406250 Penalty: 3440.426025
	Iteration 5Q: 3 clusters Score -106945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106949.804688 Penalty: 3440.426025
	Iteration 6Q: 3 clusters Score -106949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106954.851562 Penalty: 3440.426025
	Iteration 7Q: 3 clusters Score -106954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106959.007812 Penalty: 3440.426025
	Iteration 8Q: 3 clusters Score -106959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -106959.632812 Penalty: 3440.426025
	Iteration 9Q: 3 clusters Score -106959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -106962.203125 Penalty: 3440.426025
	Iteration 10Q: 3 clusters Score -106962.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -106964.000000 Penalty: 3440.426025
	Iteration 11Q: 3 clusters Score -106964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106965.960938 Penalty: 3440.426025
	Iteration 12Q: 3 clusters Score -106966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106966.937500 Penalty: 3440.426025
	Iteration 13Q: 3 clusters Score -106966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -106969.726562 Penalty: 3440.426025
	Iteration 14Q: 3 clusters Score -106969.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106970.179688 Penalty: 3440.426025
	Iteration 15Q: 3 clusters Score -106970.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -106970.179688 Penalty: 3440.426025
	Iteration 16F: 3 clusters Score -106970.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -248467.531250 Penalty: 1918.387573
	Iteration 0F: 2 clusters Score -248467.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -245635.203125 Penalty: 3836.775146
	Iteration 0F: 3 clusters Score -245635.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -246135.234375 Penalty: 3836.775146
	Iteration 1F: 3 clusters Score -246135.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -246269.187500 Penalty: 3836.775146
	Iteration 2F: 3 clusters Score -246269.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -246328.812500 Penalty: 3836.775146
	Iteration 3Q: 3 clusters Score -246328.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -246373.796875 Penalty: 3836.775146
	Iteration 4Q: 3 clusters Score -246373.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -246400.453125 Penalty: 3836.775146
	Iteration 5Q: 3 clusters Score -246400.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -246416.703125 Penalty: 3836.775146
	Iteration 6Q: 3 clusters Score -246416.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -246435.468750 Penalty: 3836.775146
	Iteration 7Q: 3 clusters Score -246435.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -246446.984375 Penalty: 3836.775146
	Iteration 8Q: 3 clusters Score -246447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -246455.218750 Penalty: 3836.775146
	Iteration 9Q: 3 clusters Score -246455.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -246462.375000 Penalty: 3836.775146
	Iteration 10Q: 3 clusters Score -246462.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -246468.500000 Penalty: 3836.775146
	Iteration 11Q: 3 clusters Score -246468.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -246472.531250 Penalty: 3836.775146
	Iteration 12Q: 3 clusters Score -246472.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -246476.546875 Penalty: 3836.775146
	Iteration 13Q: 3 clusters Score -246476.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -246483.671875 Penalty: 3836.775146
	Iteration 14Q: 3 clusters Score -246483.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -246485.390625 Penalty: 3836.775146
	Iteration 15Q: 3 clusters Score -246485.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -246486.937500 Penalty: 3836.775146
	Iteration 16Q: 3 clusters Score -246486.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -246486.937500 Penalty: 3836.775146
	Iteration 17F: 3 clusters Score -246486.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Entering Unmasked Estep 
Score: -1449665.125000 Penalty: 2345.075439
	Iteration 0F: 2 clusters Score -1449665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1440214.375000 Penalty: 4690.150879
	Iteration 0F: 3 clusters Score -1440214 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1443222.250000 Penalty: 4690.150879
	Iteration 1F: 3 clusters Score -1443222 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1443634.000000 Penalty: 4690.150879
	Iteration 2F: 3 clusters Score -1443634 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1443956.875000 Penalty: 4690.150879
	Iteration 3F: 3 clusters Score -1443957 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1444239.750000 Penalty: 4690.150879
	Iteration 4Q: 3 clusters Score -1444240 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1444542.375000 Penalty: 4690.150879
	Iteration 5Q: 3 clusters Score -1444542 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1444851.375000 Penalty: 4690.150879
	Iteration 6Q: 3 clusters Score -1444851 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1445132.250000 Penalty: 4690.150879
	Iteration 7Q: 3 clusters Score -1445132 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1445424.125000 Penalty: 4690.150879
	Iteration 8Q: 3 clusters Score -1445424 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1445734.625000 Penalty: 4690.150879
	Iteration 9Q: 3 clusters Score -1445735 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1446029.125000 Penalty: 4690.150879
	Iteration 10Q: 3 clusters Score -1446029 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1446291.375000 Penalty: 4690.150879
	Iteration 11Q: 3 clusters Score -1446291 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1446528.000000 Penalty: 4690.150879
	Iteration 12Q: 3 clusters Score -1446528 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1446707.625000 Penalty: 4690.150879
	Iteration 13Q: 3 clusters Score -1446708 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1446852.125000 Penalty: 4690.150879
	Iteration 14Q: 3 clusters Score -1446852 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1446951.250000 Penalty: 4690.150879
	Iteration 15Q: 3 clusters Score -1446951 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1447031.750000 Penalty: 4690.150879
	Iteration 16Q: 3 clusters Score -1447032 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1447090.000000 Penalty: 4690.150879
	Iteration 17Q: 3 clusters Score -1447090 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1447140.500000 Penalty: 4690.150879
	Iteration 18Q: 3 clusters Score -1447140 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1447174.500000 Penalty: 4690.150879
	Iteration 19Q: 3 clusters Score -1447174 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1447203.500000 Penalty: 4690.150879
	Iteration 20F: 3 clusters Score -1447204 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1447236.625000 Penalty: 4690.150879
	Iteration 21Q: 3 clusters Score -1447237 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1447266.875000 Penalty: 4690.150879
	Iteration 22Q: 3 clusters Score -1447267 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1447293.250000 Penalty: 4690.150879
	Iteration 23Q: 3 clusters Score -1447293 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1447316.250000 Penalty: 4690.150879
	Iteration 24Q: 3 clusters Score -1447316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1447329.625000 Penalty: 4690.150879
	Iteration 25Q: 3 clusters Score -1447330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1447347.875000 Penalty: 4690.150879
	Iteration 26Q: 3 clusters Score -1447348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1447364.125000 Penalty: 4690.150879
	Iteration 27Q: 3 clusters Score -1447364 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1447375.750000 Penalty: 4690.150879
	Iteration 28Q: 3 clusters Score -1447376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1447388.125000 Penalty: 4690.150879
	Iteration 29Q: 3 clusters Score -1447388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1447398.250000 Penalty: 4690.150879
	Iteration 30Q: 3 clusters Score -1447398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1447416.375000 Penalty: 4690.150879
	Iteration 31Q: 3 clusters Score -1447416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -1447427.375000 Penalty: 4690.150879
	Iteration 32Q: 3 clusters Score -1447427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1447439.000000 Penalty: 4690.150879
	Iteration 33Q: 3 clusters Score -1447439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1447450.875000 Penalty: 4690.150879
	Iteration 34Q: 3 clusters Score -1447451 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1447461.125000 Penalty: 4690.150879
	Iteration 35Q: 3 clusters Score -1447461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1447472.875000 Penalty: 4690.150879
	Iteration 36Q: 3 clusters Score -1447473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1447485.375000 Penalty: 4690.150879
	Iteration 37Q: 3 clusters Score -1447485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1447495.500000 Penalty: 4690.150879
	Iteration 38Q: 3 clusters Score -1447496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1447501.875000 Penalty: 4690.150879
	Iteration 39Q: 3 clusters Score -1447502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1447511.250000 Penalty: 4690.150879
	Iteration 40F: 3 clusters Score -1447511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1447519.250000 Penalty: 4690.150879
	Iteration 41Q: 3 clusters Score -1447519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1447530.750000 Penalty: 4690.150879
	Iteration 42Q: 3 clusters Score -1447531 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1447540.000000 Penalty: 4690.150879
	Iteration 43Q: 3 clusters Score -1447540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1447555.750000 Penalty: 4690.150879
	Iteration 44Q: 3 clusters Score -1447556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1447562.000000 Penalty: 4690.150879
	Iteration 45Q: 3 clusters Score -1447562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1447571.000000 Penalty: 4690.150879
	Iteration 46Q: 3 clusters Score -1447571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1447583.625000 Penalty: 4690.150879
	Iteration 47Q: 3 clusters Score -1447584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1447591.250000 Penalty: 4690.150879
	Iteration 48Q: 3 clusters Score -1447591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1447590.375000 Penalty: 4690.150879
	Iteration 49Q: 3 clusters Score -1447590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1447593.125000 Penalty: 4690.150879
	Iteration 50Q: 3 clusters Score -1447593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1447601.000000 Penalty: 4690.150879
	Iteration 51Q: 3 clusters Score -1447601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1447602.500000 Penalty: 4690.150879
	Iteration 52Q: 3 clusters Score -1447602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1447604.250000 Penalty: 4690.150879
	Iteration 53Q: 3 clusters Score -1447604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1447607.000000 Penalty: 4690.150879
	Iteration 54Q: 3 clusters Score -1447607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1447609.875000 Penalty: 4690.150879
	Iteration 55Q: 3 clusters Score -1447610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1447605.875000 Penalty: 4690.150879
	Iteration 56Q: 3 clusters Score -1447606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1447609.375000 Penalty: 4690.150879
	Iteration 57Q: 3 clusters Score -1447609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1447610.125000 Penalty: 4690.150879
	Iteration 58Q: 3 clusters Score -1447610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1447609.000000 Penalty: 4690.150879
	Iteration 59Q: 3 clusters Score -1447609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1447607.125000 Penalty: 4690.150879
	Iteration 60F: 3 clusters Score -1447607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1447608.125000 Penalty: 4690.150879
	Iteration 61Q: 3 clusters Score -1447608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1447611.250000 Penalty: 4690.150879
	Iteration 62Q: 3 clusters Score -1447611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1447613.250000 Penalty: 4690.150879
	Iteration 63Q: 3 clusters Score -1447613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1447615.750000 Penalty: 4690.150879
	Iteration 64Q: 3 clusters Score -1447616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1447620.625000 Penalty: 4690.150879
	Iteration 65Q: 3 clusters Score -1447621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1447626.625000 Penalty: 4690.150879
	Iteration 66Q: 3 clusters Score -1447627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1447633.000000 Penalty: 4690.150879
	Iteration 67Q: 3 clusters Score -1447633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1447638.750000 Penalty: 4690.150879
	Iteration 68Q: 3 clusters Score -1447639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1447643.375000 Penalty: 4690.150879
	Iteration 69Q: 3 clusters Score -1447643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1447649.000000 Penalty: 4690.150879
	Iteration 70Q: 3 clusters Score -1447649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1447656.000000 Penalty: 4690.150879
	Iteration 71Q: 3 clusters Score -1447656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1447663.000000 Penalty: 4690.150879
	Iteration 72Q: 3 clusters Score -1447663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1447662.125000 Penalty: 4690.150879
	Iteration 73Q: 3 clusters Score -1447662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1447664.125000 Penalty: 4690.150879
	Iteration 74Q: 3 clusters Score -1447664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1447667.125000 Penalty: 4690.150879
	Iteration 75Q: 3 clusters Score -1447667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1447668.375000 Penalty: 4690.150879
	Iteration 76Q: 3 clusters Score -1447668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1447669.250000 Penalty: 4690.150879
	Iteration 77Q: 3 clusters Score -1447669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1447668.250000 Penalty: 4690.150879
	Iteration 78Q: 3 clusters Score -1447668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1447667.875000 Penalty: 4690.150879
	Iteration 79Q: 3 clusters Score -1447668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1447668.250000 Penalty: 4690.150879
	Iteration 80F: 3 clusters Score -1447668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1447667.500000 Penalty: 4690.150879
	Iteration 81Q: 3 clusters Score -1447668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1447665.750000 Penalty: 4690.150879
	Iteration 82Q: 3 clusters Score -1447666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1447665.750000 Penalty: 4690.150879
	Iteration 83F: 3 clusters Score -1447666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Entering Unmasked Estep 
Score: -2628055.000000 Penalty: 2523.287109
	Iteration 0F: 2 clusters Score -2628055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2610318.000000 Penalty: 5046.574219
	Iteration 0F: 3 clusters Score -2610318 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2622051.750000 Penalty: 5046.574219
	Iteration 1F: 3 clusters Score -2622052 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2633421.250000 Penalty: 5046.574219
	Iteration 2F: 3 clusters Score -2633421 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2639791.250000 Penalty: 5046.574219
	Iteration 3F: 3 clusters Score -2639791 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2640840.750000 Penalty: 5046.574219
	Iteration 4F: 3 clusters Score -2640841 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2641042.500000 Penalty: 5046.574219
	Iteration 5Q: 3 clusters Score -2641042 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2641128.250000 Penalty: 5046.574219
	Iteration 6Q: 3 clusters Score -2641128 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2641193.750000 Penalty: 5046.574219
	Iteration 7Q: 3 clusters Score -2641194 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2641230.000000 Penalty: 5046.574219
	Iteration 8Q: 3 clusters Score -2641230 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -2641256.250000 Penalty: 5046.574219
	Iteration 9Q: 3 clusters Score -2641256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2641263.000000 Penalty: 5046.574219
	Iteration 10Q: 3 clusters Score -2641263 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2641273.000000 Penalty: 5046.574219
	Iteration 11Q: 3 clusters Score -2641273 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2641271.000000 Penalty: 5046.574219
	Iteration 12Q: 3 clusters Score -2641271 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2641275.000000 Penalty: 5046.574219
	Iteration 13Q: 3 clusters Score -2641275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2641286.750000 Penalty: 5046.574219
	Iteration 14Q: 3 clusters Score -2641287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2641296.500000 Penalty: 5046.574219
	Iteration 15Q: 3 clusters Score -2641296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2641306.000000 Penalty: 5046.574219
	Iteration 16Q: 3 clusters Score -2641306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2641297.500000 Penalty: 5046.574219
	Iteration 17Q: 3 clusters Score -2641298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2641302.250000 Penalty: 5046.574219
	Iteration 18Q: 3 clusters Score -2641302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2641315.000000 Penalty: 5046.574219
	Iteration 19Q: 3 clusters Score -2641315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2641321.000000 Penalty: 5046.574219
	Iteration 20F: 3 clusters Score -2641321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2641316.250000 Penalty: 5046.574219
	Iteration 21Q: 3 clusters Score -2641316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2641324.500000 Penalty: 5046.574219
	Iteration 22Q: 3 clusters Score -2641324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2641321.750000 Penalty: 5046.574219
	Iteration 23Q: 3 clusters Score -2641322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2641325.000000 Penalty: 5046.574219
	Iteration 24Q: 3 clusters Score -2641325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2641324.500000 Penalty: 5046.574219
	Iteration 25Q: 3 clusters Score -2641324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2641325.500000 Penalty: 5046.574219
	Iteration 26Q: 3 clusters Score -2641326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2641328.000000 Penalty: 5046.574219
	Iteration 27Q: 3 clusters Score -2641328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2641332.500000 Penalty: 5046.574219
	Iteration 28Q: 3 clusters Score -2641332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2641335.000000 Penalty: 5046.574219
	Iteration 29Q: 3 clusters Score -2641335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2641336.500000 Penalty: 5046.574219
	Iteration 30Q: 3 clusters Score -2641336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2641336.000000 Penalty: 5046.574219
	Iteration 31Q: 3 clusters Score -2641336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2641338.750000 Penalty: 5046.574219
	Iteration 32Q: 3 clusters Score -2641339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2641340.750000 Penalty: 5046.574219
	Iteration 33Q: 3 clusters Score -2641341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -2641340.750000 Penalty: 5046.574219
	Iteration 34F: 3 clusters Score -2641341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 122410 members 
Mstep: Class 2 contains 112109 members 
Mstep: Class 3 contains 52661 members 
Mstep: Class 4 contains 11291 members 
Mstep: Class 5 contains 270 members 
Mstep: Class 6 contains 52957 members 
Mstep: Class 7 contains 34856 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 290484 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 12784 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 22231 members 
Mstep: Class 16 contains 109349 members 
Mstep: Class 17 contains 24885 members 
Mstep: Class 18 contains 24573 members 
Mstep: Class 19 contains 962 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 8969 members 
Mstep: Class 22 contains 3996 members 
Entering Unmasked Estep 
Score: -97982248.000000 Penalty: 74808.710938
Splitting cluster 15 changes total score from -97959272.000000 to -97982248.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 18 (24573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Entering Unmasked Estep 
Score: -2727165.500000 Penalty: 2507.132080
	Iteration 0F: 2 clusters Score -2727166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2710080.250000 Penalty: 5014.264160
	Iteration 0F: 3 clusters Score -2710080 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2716057.500000 Penalty: 5014.264160
	Iteration 1F: 3 clusters Score -2716058 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2716813.500000 Penalty: 5014.264160
	Iteration 2F: 3 clusters Score -2716814 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2717889.000000 Penalty: 5014.264160
	Iteration 3F: 3 clusters Score -2717889 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2719525.250000 Penalty: 5014.264160
	Iteration 4F: 3 clusters Score -2719525 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2721855.000000 Penalty: 5014.264160
	Iteration 5F: 3 clusters Score -2721855 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2723926.500000 Penalty: 5014.264160
	Iteration 6F: 3 clusters Score -2723926 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2725185.000000 Penalty: 5014.264160
	Iteration 7F: 3 clusters Score -2725185 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2725814.500000 Penalty: 5014.264160
	Iteration 8Q: 3 clusters Score -2725814 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2726157.000000 Penalty: 5014.264160
	Iteration 9Q: 3 clusters Score -2726157 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2726363.750000 Penalty: 5014.264160
	Iteration 10Q: 3 clusters Score -2726364 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2726564.250000 Penalty: 5014.264160
	Iteration 11Q: 3 clusters Score -2726564 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2726723.500000 Penalty: 5014.264160
	Iteration 12Q: 3 clusters Score -2726724 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -2726819.250000 Penalty: 5014.264160
	Iteration 13Q: 3 clusters Score -2726819 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2726906.500000 Penalty: 5014.264160
	Iteration 14Q: 3 clusters Score -2726906 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2726963.500000 Penalty: 5014.264160
	Iteration 15Q: 3 clusters Score -2726964 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2727004.500000 Penalty: 5014.264160
	Iteration 16Q: 3 clusters Score -2727004 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2727051.750000 Penalty: 5014.264160
	Iteration 17Q: 3 clusters Score -2727052 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2727092.000000 Penalty: 5014.264160
	Iteration 18Q: 3 clusters Score -2727092 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2727103.000000 Penalty: 5014.264160
	Iteration 19Q: 3 clusters Score -2727103 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2727147.000000 Penalty: 5014.264160
	Iteration 20F: 3 clusters Score -2727147 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2727190.000000 Penalty: 5014.264160
	Iteration 21Q: 3 clusters Score -2727190 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2727207.000000 Penalty: 5014.264160
	Iteration 22Q: 3 clusters Score -2727207 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2727228.250000 Penalty: 5014.264160
	Iteration 23Q: 3 clusters Score -2727228 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2727241.500000 Penalty: 5014.264160
	Iteration 24Q: 3 clusters Score -2727242 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2727272.000000 Penalty: 5014.264160
	Iteration 25Q: 3 clusters Score -2727272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2727289.250000 Penalty: 5014.264160
	Iteration 26Q: 3 clusters Score -2727289 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2727307.250000 Penalty: 5014.264160
	Iteration 27Q: 3 clusters Score -2727307 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2727319.500000 Penalty: 5014.264160
	Iteration 28Q: 3 clusters Score -2727320 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2727324.000000 Penalty: 5014.264160
	Iteration 29Q: 3 clusters Score -2727324 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2727331.750000 Penalty: 5014.264160
	Iteration 30Q: 3 clusters Score -2727332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2727344.000000 Penalty: 5014.264160
	Iteration 31Q: 3 clusters Score -2727344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2727354.000000 Penalty: 5014.264160
	Iteration 32Q: 3 clusters Score -2727354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2727362.250000 Penalty: 5014.264160
	Iteration 33Q: 3 clusters Score -2727362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2727363.500000 Penalty: 5014.264160
	Iteration 34Q: 3 clusters Score -2727364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2727361.750000 Penalty: 5014.264160
	Iteration 35Q: 3 clusters Score -2727362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2727360.250000 Penalty: 5014.264160
	Iteration 36Q: 3 clusters Score -2727360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2727360.000000 Penalty: 5014.264160
	Iteration 37Q: 3 clusters Score -2727360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2727359.500000 Penalty: 5014.264160
	Iteration 38Q: 3 clusters Score -2727360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2727357.250000 Penalty: 5014.264160
	Iteration 39Q: 3 clusters Score -2727357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2727361.250000 Penalty: 5014.264160
	Iteration 40F: 3 clusters Score -2727361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2727365.750000 Penalty: 5014.264160
	Iteration 41Q: 3 clusters Score -2727366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2727366.000000 Penalty: 5014.264160
	Iteration 42Q: 3 clusters Score -2727366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2727367.750000 Penalty: 5014.264160
	Iteration 43Q: 3 clusters Score -2727368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2727367.500000 Penalty: 5014.264160
	Iteration 44Q: 3 clusters Score -2727368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2727367.500000 Penalty: 5014.264160
	Iteration 45F: 3 clusters Score -2727368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 122410 members 
Mstep: Class 2 contains 112109 members 
Mstep: Class 3 contains 52661 members 
Mstep: Class 4 contains 11291 members 
Mstep: Class 5 contains 270 members 
Mstep: Class 6 contains 52957 members 
Mstep: Class 7 contains 34856 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 9 contains 2896 members 
Mstep: Class 10 contains 290484 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 12784 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 22231 members 
Mstep: Class 16 contains 109349 members 
Mstep: Class 17 contains 24885 members 
Mstep: Class 18 contains 6334 members 
Mstep: Class 19 contains 962 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 8969 members 
Mstep: Class 22 contains 3996 members 
Mstep: Class 23 contains 18239 members 
Entering Unmasked Estep 
Score: -97981208.000000 Penalty: 78209.109375
Splitting cluster 18 changes total score from -97959272.000000 to -97981208.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -91712.671875 Penalty: 1703.515503
	Iteration 0F: 2 clusters Score -91712.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -89843.945312 Penalty: 3407.031006
	Iteration 0F: 3 clusters Score -89843.95 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90223.960938 Penalty: 3407.031006
	Iteration 1F: 3 clusters Score -90223.96 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -90372.695312 Penalty: 3407.031006
	Iteration 2F: 3 clusters Score -90372.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90446.976562 Penalty: 3407.031006
	Iteration 3Q: 3 clusters Score -90446.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -90505.710938 Penalty: 3407.031006
	Iteration 4Q: 3 clusters Score -90505.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90556.382812 Penalty: 3407.031006
	Iteration 5Q: 3 clusters Score -90556.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -90596.796875 Penalty: 3407.031006
	Iteration 6Q: 3 clusters Score -90596.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90613.593750 Penalty: 3407.031006
	Iteration 7Q: 3 clusters Score -90613.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90620.398438 Penalty: 3407.031006
	Iteration 8Q: 3 clusters Score -90620.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90627.843750 Penalty: 3407.031006
	Iteration 9Q: 3 clusters Score -90627.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90640.921875 Penalty: 3407.031006
	Iteration 10Q: 3 clusters Score -90640.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90663.429688 Penalty: 3407.031006
	Iteration 11Q: 3 clusters Score -90663.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -90707.140625 Penalty: 3407.031006
	Iteration 12Q: 3 clusters Score -90707.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -90745.875000 Penalty: 3407.031006
	Iteration 13Q: 3 clusters Score -90745.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90790.843750 Penalty: 3407.031006
	Iteration 14Q: 3 clusters Score -90790.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -90820.718750 Penalty: 3407.031006
	Iteration 15Q: 3 clusters Score -90820.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -90837.226562 Penalty: 3407.031006
	Iteration 16Q: 3 clusters Score -90837.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -90841.070312 Penalty: 3407.031006
	Iteration 17Q: 3 clusters Score -90841.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90841.609375 Penalty: 3407.031006
	Iteration 18Q: 3 clusters Score -90841.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90852.992188 Penalty: 3407.031006
	Iteration 19Q: 3 clusters Score -90852.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90871.281250 Penalty: 3407.031006
	Iteration 20F: 3 clusters Score -90871.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -90916.039062 Penalty: 3407.031006
	Iteration 21Q: 3 clusters Score -90916.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -90950.054688 Penalty: 3407.031006
	Iteration 22Q: 3 clusters Score -90950.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -91017.562500 Penalty: 3407.031006
	Iteration 23Q: 3 clusters Score -91017.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -91086.718750 Penalty: 3407.031006
	Iteration 24Q: 3 clusters Score -91086.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -91129.695312 Penalty: 3407.031006
	Iteration 25Q: 3 clusters Score -91129.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -91151.968750 Penalty: 3407.031006
	Iteration 26Q: 3 clusters Score -91151.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -91188.851562 Penalty: 3407.031006
	Iteration 27Q: 3 clusters Score -91188.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -91244.390625 Penalty: 3407.031006
	Iteration 28Q: 3 clusters Score -91244.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -91382.000000 Penalty: 3407.031006
	Iteration 29Q: 3 clusters Score -91382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -91447.570312 Penalty: 3407.031006
	Iteration 30Q: 3 clusters Score -91447.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -91480.101562 Penalty: 3407.031006
	Iteration 31Q: 3 clusters Score -91480.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -91508.546875 Penalty: 3407.031006
	Iteration 32Q: 3 clusters Score -91508.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -91533.742188 Penalty: 3407.031006
	Iteration 33Q: 3 clusters Score -91533.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -91539.117188 Penalty: 3407.031006
	Iteration 34Q: 3 clusters Score -91539.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -91540.382812 Penalty: 3407.031006
	Iteration 35Q: 3 clusters Score -91540.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -91540.406250 Penalty: 3407.031006
	Iteration 36F: 3 clusters Score -91540.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -91545.132812 Penalty: 3407.031006
	Iteration 37Q: 3 clusters Score -91545.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -91550.046875 Penalty: 3407.031006
	Iteration 38Q: 3 clusters Score -91550.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -91550.046875 Penalty: 3407.031006
	Iteration 39F: 3 clusters Score -91550.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Entering Unmasked Estep 
Score: -293017.093750 Penalty: 1955.654907
	Iteration 0F: 2 clusters Score -293017.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -289986.781250 Penalty: 3911.309814
	Iteration 0F: 3 clusters Score -289986.8 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -290560.437500 Penalty: 3911.309814
	Iteration 1F: 3 clusters Score -290560.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -290688.875000 Penalty: 3911.309814
	Iteration 2F: 3 clusters Score -290688.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -290760.312500 Penalty: 3911.309814
	Iteration 3Q: 3 clusters Score -290760.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -290807.906250 Penalty: 3911.309814
	Iteration 4Q: 3 clusters Score -290807.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -290840.281250 Penalty: 3911.309814
	Iteration 5Q: 3 clusters Score -290840.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -290865.531250 Penalty: 3911.309814
	Iteration 6Q: 3 clusters Score -290865.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -290889.000000 Penalty: 3911.309814
	Iteration 7Q: 3 clusters Score -290889 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -290913.031250 Penalty: 3911.309814
	Iteration 8Q: 3 clusters Score -290913 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -290936.968750 Penalty: 3911.309814
	Iteration 9Q: 3 clusters Score -290937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -290956.718750 Penalty: 3911.309814
	Iteration 10Q: 3 clusters Score -290956.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -290975.000000 Penalty: 3911.309814
	Iteration 11Q: 3 clusters Score -290975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -290986.437500 Penalty: 3911.309814
	Iteration 12Q: 3 clusters Score -290986.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -290998.500000 Penalty: 3911.309814
	Iteration 13Q: 3 clusters Score -290998.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -291008.656250 Penalty: 3911.309814
	Iteration 14Q: 3 clusters Score -291008.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -291019.843750 Penalty: 3911.309814
	Iteration 15Q: 3 clusters Score -291019.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -291029.406250 Penalty: 3911.309814
	Iteration 16Q: 3 clusters Score -291029.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -291040.406250 Penalty: 3911.309814
	Iteration 17Q: 3 clusters Score -291040.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -291049.437500 Penalty: 3911.309814
	Iteration 18Q: 3 clusters Score -291049.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -291062.593750 Penalty: 3911.309814
	Iteration 19Q: 3 clusters Score -291062.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -291072.343750 Penalty: 3911.309814
	Iteration 20F: 3 clusters Score -291072.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -291083.906250 Penalty: 3911.309814
	Iteration 21Q: 3 clusters Score -291083.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -291102.750000 Penalty: 3911.309814
	Iteration 22Q: 3 clusters Score -291102.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -291120.656250 Penalty: 3911.309814
	Iteration 23Q: 3 clusters Score -291120.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -291133.843750 Penalty: 3911.309814
	Iteration 24Q: 3 clusters Score -291133.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -291149.812500 Penalty: 3911.309814
	Iteration 25Q: 3 clusters Score -291149.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -291162.000000 Penalty: 3911.309814
	Iteration 26Q: 3 clusters Score -291162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -291175.343750 Penalty: 3911.309814
	Iteration 27Q: 3 clusters Score -291175.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -291183.406250 Penalty: 3911.309814
	Iteration 28Q: 3 clusters Score -291183.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -291199.250000 Penalty: 3911.309814
	Iteration 29Q: 3 clusters Score -291199.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -291217.125000 Penalty: 3911.309814
	Iteration 30Q: 3 clusters Score -291217.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -291234.593750 Penalty: 3911.309814
	Iteration 31Q: 3 clusters Score -291234.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -291260.468750 Penalty: 3911.309814
	Iteration 32Q: 3 clusters Score -291260.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -291325.843750 Penalty: 3911.309814
	Iteration 33Q: 3 clusters Score -291325.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -291416.468750 Penalty: 3911.309814
	Iteration 34Q: 3 clusters Score -291416.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -291532.625000 Penalty: 3911.309814
	Iteration 35Q: 3 clusters Score -291532.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -291727.687500 Penalty: 3911.309814
	Iteration 36Q: 3 clusters Score -291727.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -291974.468750 Penalty: 3911.309814
	Iteration 37Q: 3 clusters Score -291974.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -292212.031250 Penalty: 3911.309814
	Iteration 38Q: 3 clusters Score -292212 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -292343.562500 Penalty: 3911.309814
	Iteration 39Q: 3 clusters Score -292343.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -292417.718750 Penalty: 3911.309814
	Iteration 40F: 3 clusters Score -292417.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -292470.093750 Penalty: 3911.309814
	Iteration 41Q: 3 clusters Score -292470.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -292499.281250 Penalty: 3911.309814
	Iteration 42Q: 3 clusters Score -292499.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -292509.656250 Penalty: 3911.309814
	Iteration 43Q: 3 clusters Score -292509.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -292518.343750 Penalty: 3911.309814
	Iteration 44Q: 3 clusters Score -292518.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -292524.937500 Penalty: 3911.309814
	Iteration 45Q: 3 clusters Score -292524.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -292526.593750 Penalty: 3911.309814
	Iteration 46Q: 3 clusters Score -292526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -292529.562500 Penalty: 3911.309814
	Iteration 47Q: 3 clusters Score -292529.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -292529.562500 Penalty: 3911.309814
	Iteration 48F: 3 clusters Score -292529.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Entering Unmasked Estep 
Score: -1008328.437500 Penalty: 2257.179199
	Iteration 0F: 2 clusters Score -1008328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1001299.312500 Penalty: 4514.358398
	Iteration 0F: 3 clusters Score -1001299 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1003308.000000 Penalty: 4514.358398
	Iteration 1F: 3 clusters Score -1003308 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1003630.312500 Penalty: 4514.358398
	Iteration 2F: 3 clusters Score -1003630 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1003860.937500 Penalty: 4514.358398
	Iteration 3F: 3 clusters Score -1003861 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1004037.187500 Penalty: 4514.358398
	Iteration 4Q: 3 clusters Score -1004037 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1004188.875000 Penalty: 4514.358398
	Iteration 5Q: 3 clusters Score -1004189 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1004336.625000 Penalty: 4514.358398
	Iteration 6Q: 3 clusters Score -1004337 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1004469.125000 Penalty: 4514.358398
	Iteration 7Q: 3 clusters Score -1004469 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1004597.062500 Penalty: 4514.358398
	Iteration 8Q: 3 clusters Score -1004597 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1004755.312500 Penalty: 4514.358398
	Iteration 9Q: 3 clusters Score -1004755 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1004921.937500 Penalty: 4514.358398
	Iteration 10Q: 3 clusters Score -1004922 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1005084.937500 Penalty: 4514.358398
	Iteration 11Q: 3 clusters Score -1005085 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1005249.687500 Penalty: 4514.358398
	Iteration 12Q: 3 clusters Score -1005250 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1005402.000000 Penalty: 4514.358398
	Iteration 13Q: 3 clusters Score -1005402 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1005533.625000 Penalty: 4514.358398
	Iteration 14Q: 3 clusters Score -1005534 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1005657.312500 Penalty: 4514.358398
	Iteration 15Q: 3 clusters Score -1005657 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1005780.125000 Penalty: 4514.358398
	Iteration 16Q: 3 clusters Score -1005780 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1005922.625000 Penalty: 4514.358398
	Iteration 17Q: 3 clusters Score -1005923 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1006034.625000 Penalty: 4514.358398
	Iteration 18Q: 3 clusters Score -1006035 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1006115.875000 Penalty: 4514.358398
	Iteration 19Q: 3 clusters Score -1006116 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1006193.437500 Penalty: 4514.358398
	Iteration 20F: 3 clusters Score -1006193 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1006257.000000 Penalty: 4514.358398
	Iteration 21Q: 3 clusters Score -1006257 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1006319.250000 Penalty: 4514.358398
	Iteration 22Q: 3 clusters Score -1006319 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1006358.000000 Penalty: 4514.358398
	Iteration 23Q: 3 clusters Score -1006358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1006384.937500 Penalty: 4514.358398
	Iteration 24Q: 3 clusters Score -1006385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1006405.437500 Penalty: 4514.358398
	Iteration 25Q: 3 clusters Score -1006405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1006422.062500 Penalty: 4514.358398
	Iteration 26Q: 3 clusters Score -1006422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1006440.312500 Penalty: 4514.358398
	Iteration 27Q: 3 clusters Score -1006440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1006454.312500 Penalty: 4514.358398
	Iteration 28Q: 3 clusters Score -1006454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1006463.875000 Penalty: 4514.358398
	Iteration 29Q: 3 clusters Score -1006464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1006477.125000 Penalty: 4514.358398
	Iteration 30Q: 3 clusters Score -1006477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1006489.125000 Penalty: 4514.358398
	Iteration 31Q: 3 clusters Score -1006489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1006497.250000 Penalty: 4514.358398
	Iteration 32Q: 3 clusters Score -1006497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1006503.437500 Penalty: 4514.358398
	Iteration 33Q: 3 clusters Score -1006503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1006510.687500 Penalty: 4514.358398
	Iteration 34Q: 3 clusters Score -1006511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1006515.187500 Penalty: 4514.358398
	Iteration 35Q: 3 clusters Score -1006515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1006518.750000 Penalty: 4514.358398
	Iteration 36Q: 3 clusters Score -1006519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1006522.750000 Penalty: 4514.358398
	Iteration 37Q: 3 clusters Score -1006523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1006524.812500 Penalty: 4514.358398
	Iteration 38Q: 3 clusters Score -1006525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1006524.375000 Penalty: 4514.358398
	Iteration 39Q: 3 clusters Score -1006524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1006524.875000 Penalty: 4514.358398
	Iteration 40F: 3 clusters Score -1006525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1006528.750000 Penalty: 4514.358398
	Iteration 41Q: 3 clusters Score -1006529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1006530.750000 Penalty: 4514.358398
	Iteration 42Q: 3 clusters Score -1006531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1006533.437500 Penalty: 4514.358398
	Iteration 43Q: 3 clusters Score -1006533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1006536.187500 Penalty: 4514.358398
	Iteration 44Q: 3 clusters Score -1006536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1006534.312500 Penalty: 4514.358398
	Iteration 45Q: 3 clusters Score -1006534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1006535.875000 Penalty: 4514.358398
	Iteration 46Q: 3 clusters Score -1006536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1006537.125000 Penalty: 4514.358398
	Iteration 47Q: 3 clusters Score -1006537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1006536.750000 Penalty: 4514.358398
	Iteration 48Q: 3 clusters Score -1006537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1006537.312500 Penalty: 4514.358398
	Iteration 49Q: 3 clusters Score -1006537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1006537.562500 Penalty: 4514.358398
	Iteration 50Q: 3 clusters Score -1006538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1006538.687500 Penalty: 4514.358398
	Iteration 51Q: 3 clusters Score -1006539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1006538.687500 Penalty: 4514.358398
	Iteration 52F: 3 clusters Score -1006539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 122410 members 
Mstep: Class 2 contains 112109 members 
Mstep: Class 3 contains 52661 members 
Mstep: Class 4 contains 11291 members 
Mstep: Class 5 contains 270 members 
Mstep: Class 6 contains 52957 members 
Mstep: Class 7 contains 34856 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 12784 members 
Mstep: Class 15 contains 22231 members 
Mstep: Class 18 contains 6334 members 
Mstep: Class 19 contains 962 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 8969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97994168.000000 Penalty: 78209.109375
Iteration 39Q: 24 clusters Score -9.799417e+07 nChanged 30626
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 1 contains 121075 members 
Mstep: Class 2 contains 112340 members 
Mstep: Class 3 contains 53262 members 
Mstep: Class 4 contains 12349 members 
Mstep: Class 5 contains 270 members 
Mstep: Class 6 contains 52209 members 
Mstep: Class 7 contains 34846 members 
Mstep: Class 8 contains 3785 members 
Mstep: Class 9 contains 2893 members 
Mstep: Class 10 contains 293774 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 2258 members 
Mstep: Class 13 contains 12908 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 24451 members 
Mstep: Class 16 contains 104479 members 
Mstep: Class 17 contains 24452 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 945 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 9024 members 
Mstep: Class 22 contains 3981 members 
Mstep: Class 23 contains 18232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006200.000000 Penalty: 78209.109375
Iteration 40F: 24 clusters Score -9.80062e+07 nChanged 19102
Entering Unmasked Mstep 
Mstep: Class 0 contains 1570 members 
Mstep: Class 1 contains 119815 members 
Mstep: Class 2 contains 112300 members 
Mstep: Class 3 contains 53590 members 
Mstep: Class 4 contains 13151 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 51631 members 
Mstep: Class 7 contains 34712 members 
Mstep: Class 8 contains 3747 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 295646 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 2220 members 
Mstep: Class 13 contains 12916 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 25558 members 
Mstep: Class 16 contains 102123 members 
Mstep: Class 17 contains 24472 members 
Mstep: Class 18 contains 6360 members 
Mstep: Class 19 contains 930 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 8968 members 
Mstep: Class 22 contains 4072 members 
Mstep: Class 23 contains 18520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010528.000000 Penalty: 78209.109375
Iteration 41Q: 24 clusters Score -9.801053e+07 nChanged 13574
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 119448 members 
Mstep: Class 2 contains 112348 members 
Mstep: Class 3 contains 53740 members 
Mstep: Class 4 contains 13960 members 
Mstep: Class 5 contains 385 members 
Mstep: Class 6 contains 51322 members 
Mstep: Class 7 contains 34638 members 
Mstep: Class 8 contains 3783 members 
Mstep: Class 9 contains 2980 members 
Mstep: Class 10 contains 296287 members 
Mstep: Class 11 contains 960 members 
Mstep: Class 12 contains 2207 members 
Mstep: Class 13 contains 12986 members 
Mstep: Class 14 contains 1796 members 
Mstep: Class 15 contains 26217 members 
Mstep: Class 16 contains 100112 members 
Mstep: Class 17 contains 24506 members 
Mstep: Class 18 contains 6424 members 
Mstep: Class 19 contains 926 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 8947 members 
Mstep: Class 22 contains 4198 members 
Mstep: Class 23 contains 18644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010480.000000 Penalty: 78209.109375
Iteration 42Q: 24 clusters Score -9.801048e+07 nChanged 11423
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 119569 members 
Mstep: Class 2 contains 112425 members 
Mstep: Class 3 contains 53772 members 
Mstep: Class 4 contains 14775 members 
Mstep: Class 5 contains 360 members 
Mstep: Class 6 contains 51228 members 
Mstep: Class 7 contains 34610 members 
Mstep: Class 8 contains 3827 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 296173 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 13042 members 
Mstep: Class 14 contains 1821 members 
Mstep: Class 15 contains 26605 members 
Mstep: Class 16 contains 98350 members 
Mstep: Class 17 contains 24577 members 
Mstep: Class 18 contains 6505 members 
Mstep: Class 19 contains 924 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 8937 members 
Mstep: Class 22 contains 4366 members 
Mstep: Class 23 contains 18746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011232.000000 Penalty: 78209.109375
Iteration 43Q: 24 clusters Score -9.801123e+07 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 120150 members 
Mstep: Class 2 contains 112492 members 
Mstep: Class 3 contains 53773 members 
Mstep: Class 4 contains 15613 members 
Mstep: Class 5 contains 331 members 
Mstep: Class 6 contains 51107 members 
Mstep: Class 7 contains 34594 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 3105 members 
Mstep: Class 10 contains 295535 members 
Mstep: Class 11 contains 938 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 13085 members 
Mstep: Class 14 contains 1849 members 
Mstep: Class 15 contains 26885 members 
Mstep: Class 16 contains 96779 members 
Mstep: Class 17 contains 24668 members 
Mstep: Class 18 contains 6569 members 
Mstep: Class 19 contains 921 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 8928 members 
Mstep: Class 22 contains 4541 members 
Mstep: Class 23 contains 18871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012032.000000 Penalty: 78209.109375
Iteration 44Q: 24 clusters Score -9.801203e+07 nChanged 9290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 121081 members 
Mstep: Class 2 contains 112593 members 
Mstep: Class 3 contains 53751 members 
Mstep: Class 4 contains 16470 members 
Mstep: Class 5 contains 302 members 
Mstep: Class 6 contains 51004 members 
Mstep: Class 7 contains 34550 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 3159 members 
Mstep: Class 10 contains 294505 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 13154 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 27112 members 
Mstep: Class 16 contains 95335 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 6634 members 
Mstep: Class 19 contains 918 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 8934 members 
Mstep: Class 22 contains 4685 members 
Mstep: Class 23 contains 18940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012744.000000 Penalty: 78209.109375
Iteration 45Q: 24 clusters Score -9.801274e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 122296 members 
Mstep: Class 2 contains 112662 members 
Mstep: Class 3 contains 53687 members 
Mstep: Class 4 contains 17306 members 
Mstep: Class 5 contains 292 members 
Mstep: Class 6 contains 50861 members 
Mstep: Class 7 contains 34493 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 3210 members 
Mstep: Class 10 contains 293122 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 13223 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 27321 members 
Mstep: Class 16 contains 94124 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 6669 members 
Mstep: Class 19 contains 918 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 8940 members 
Mstep: Class 22 contains 4844 members 
Mstep: Class 23 contains 19023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013448.000000 Penalty: 78209.109375
Iteration 46Q: 24 clusters Score -9.801345e+07 nChanged 8274
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 123768 members 
Mstep: Class 2 contains 112664 members 
Mstep: Class 3 contains 53634 members 
Mstep: Class 4 contains 18167 members 
Mstep: Class 5 contains 290 members 
Mstep: Class 6 contains 50743 members 
Mstep: Class 7 contains 34396 members 
Mstep: Class 8 contains 4044 members 
Mstep: Class 9 contains 3254 members 
Mstep: Class 10 contains 291496 members 
Mstep: Class 11 contains 943 members 
Mstep: Class 12 contains 2208 members 
Mstep: Class 13 contains 13272 members 
Mstep: Class 14 contains 1888 members 
Mstep: Class 15 contains 27468 members 
Mstep: Class 16 contains 93078 members 
Mstep: Class 17 contains 24834 members 
Mstep: Class 18 contains 6712 members 
Mstep: Class 19 contains 915 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 8933 members 
Mstep: Class 22 contains 5011 members 
Mstep: Class 23 contains 19096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014264.000000 Penalty: 78209.109375
Iteration 47Q: 24 clusters Score -9.801426e+07 nChanged 7906
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 125305 members 
Mstep: Class 2 contains 112646 members 
Mstep: Class 3 contains 53571 members 
Mstep: Class 4 contains 19019 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 50601 members 
Mstep: Class 7 contains 34281 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 289895 members 
Mstep: Class 11 contains 940 members 
Mstep: Class 12 contains 2212 members 
Mstep: Class 13 contains 13288 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 27614 members 
Mstep: Class 16 contains 92107 members 
Mstep: Class 17 contains 24846 members 
Mstep: Class 18 contains 6749 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 8933 members 
Mstep: Class 22 contains 5162 members 
Mstep: Class 23 contains 19152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014928.000000 Penalty: 78209.109375
Iteration 48Q: 24 clusters Score -9.801493e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 127061 members 
Mstep: Class 2 contains 112615 members 
Mstep: Class 3 contains 53523 members 
Mstep: Class 4 contains 19808 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 50478 members 
Mstep: Class 7 contains 34146 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 288210 members 
Mstep: Class 11 contains 935 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 13310 members 
Mstep: Class 14 contains 1890 members 
Mstep: Class 15 contains 27695 members 
Mstep: Class 16 contains 91147 members 
Mstep: Class 17 contains 24866 members 
Mstep: Class 18 contains 6789 members 
Mstep: Class 19 contains 909 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 8931 members 
Mstep: Class 22 contains 5306 members 
Mstep: Class 23 contains 19205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015416.000000 Penalty: 78209.109375
Iteration 49Q: 24 clusters Score -9.801542e+07 nChanged 7313
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 128992 members 
Mstep: Class 2 contains 112569 members 
Mstep: Class 3 contains 53412 members 
Mstep: Class 4 contains 20584 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 50371 members 
Mstep: Class 7 contains 34009 members 
Mstep: Class 8 contains 4215 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 286324 members 
Mstep: Class 11 contains 936 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 13320 members 
Mstep: Class 14 contains 1890 members 
Mstep: Class 15 contains 27750 members 
Mstep: Class 16 contains 90329 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 6824 members 
Mstep: Class 19 contains 907 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 8930 members 
Mstep: Class 22 contains 5426 members 
Mstep: Class 23 contains 19261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015440.000000 Penalty: 78209.109375
Iteration 50Q: 24 clusters Score -9.801544e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 131261 members 
Mstep: Class 2 contains 112521 members 
Mstep: Class 3 contains 53244 members 
Mstep: Class 4 contains 21349 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 50236 members 
Mstep: Class 7 contains 33863 members 
Mstep: Class 8 contains 4273 members 
Mstep: Class 9 contains 3443 members 
Mstep: Class 10 contains 284165 members 
Mstep: Class 11 contains 937 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 13328 members 
Mstep: Class 14 contains 1890 members 
Mstep: Class 15 contains 27806 members 
Mstep: Class 16 contains 89607 members 
Mstep: Class 17 contains 24905 members 
Mstep: Class 18 contains 6862 members 
Mstep: Class 19 contains 906 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 8918 members 
Mstep: Class 22 contains 5539 members 
Mstep: Class 23 contains 19289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015800.000000 Penalty: 78209.109375
Iteration 51Q: 24 clusters Score -9.80158e+07 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 133862 members 
Mstep: Class 2 contains 112445 members 
Mstep: Class 3 contains 53090 members 
Mstep: Class 4 contains 22090 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 50135 members 
Mstep: Class 7 contains 33699 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 3491 members 
Mstep: Class 10 contains 281545 members 
Mstep: Class 11 contains 941 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 13319 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 27860 members 
Mstep: Class 16 contains 89047 members 
Mstep: Class 17 contains 24903 members 
Mstep: Class 18 contains 6902 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 2608 members 
Mstep: Class 21 contains 8903 members 
Mstep: Class 22 contains 5664 members 
Mstep: Class 23 contains 19322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015504.000000 Penalty: 78209.109375
Iteration 52Q: 24 clusters Score -9.80155e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 136757 members 
Mstep: Class 2 contains 112442 members 
Mstep: Class 3 contains 52991 members 
Mstep: Class 4 contains 22868 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 50006 members 
Mstep: Class 7 contains 33548 members 
Mstep: Class 8 contains 4394 members 
Mstep: Class 9 contains 3533 members 
Mstep: Class 10 contains 278439 members 
Mstep: Class 11 contains 942 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 13294 members 
Mstep: Class 14 contains 1890 members 
Mstep: Class 15 contains 27880 members 
Mstep: Class 16 contains 88551 members 
Mstep: Class 17 contains 24930 members 
Mstep: Class 18 contains 6952 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 8900 members 
Mstep: Class 22 contains 5790 members 
Mstep: Class 23 contains 19354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015072.000000 Penalty: 78209.109375
Iteration 53Q: 24 clusters Score -9.801507e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 139935 members 
Mstep: Class 2 contains 112445 members 
Mstep: Class 3 contains 52904 members 
Mstep: Class 4 contains 23651 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 49933 members 
Mstep: Class 7 contains 33421 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 274815 members 
Mstep: Class 11 contains 946 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 13305 members 
Mstep: Class 14 contains 1890 members 
Mstep: Class 15 contains 27872 members 
Mstep: Class 16 contains 88173 members 
Mstep: Class 17 contains 24953 members 
Mstep: Class 18 contains 7003 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 2597 members 
Mstep: Class 21 contains 8898 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 19396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014872.000000 Penalty: 78209.109375
Iteration 54Q: 24 clusters Score -9.801487e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 143433 members 
Mstep: Class 2 contains 112439 members 
Mstep: Class 3 contains 52847 members 
Mstep: Class 4 contains 24467 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 49840 members 
Mstep: Class 7 contains 33279 members 
Mstep: Class 8 contains 4483 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 270836 members 
Mstep: Class 11 contains 951 members 
Mstep: Class 12 contains 2179 members 
Mstep: Class 13 contains 13298 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 27897 members 
Mstep: Class 16 contains 87838 members 
Mstep: Class 17 contains 24965 members 
Mstep: Class 18 contains 7059 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 8893 members 
Mstep: Class 22 contains 6024 members 
Mstep: Class 23 contains 19431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015152.000000 Penalty: 78209.109375
Iteration 55Q: 24 clusters Score -9.801515e+07 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 147301 members 
Mstep: Class 2 contains 112402 members 
Mstep: Class 3 contains 52788 members 
Mstep: Class 4 contains 25337 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 49747 members 
Mstep: Class 7 contains 33172 members 
Mstep: Class 8 contains 4523 members 
Mstep: Class 9 contains 3632 members 
Mstep: Class 10 contains 266376 members 
Mstep: Class 11 contains 953 members 
Mstep: Class 12 contains 2176 members 
Mstep: Class 13 contains 13283 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 27937 members 
Mstep: Class 16 contains 87575 members 
Mstep: Class 17 contains 24980 members 
Mstep: Class 18 contains 7112 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 8896 members 
Mstep: Class 22 contains 6130 members 
Mstep: Class 23 contains 19454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015248.000000 Penalty: 78209.109375
Iteration 56Q: 24 clusters Score -9.801525e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 151670 members 
Mstep: Class 2 contains 112354 members 
Mstep: Class 3 contains 52709 members 
Mstep: Class 4 contains 26145 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 49649 members 
Mstep: Class 7 contains 33071 members 
Mstep: Class 8 contains 4559 members 
Mstep: Class 9 contains 3657 members 
Mstep: Class 10 contains 261542 members 
Mstep: Class 11 contains 956 members 
Mstep: Class 12 contains 2165 members 
Mstep: Class 13 contains 13264 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 27952 members 
Mstep: Class 16 contains 87323 members 
Mstep: Class 17 contains 24981 members 
Mstep: Class 18 contains 7146 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 8901 members 
Mstep: Class 22 contains 6234 members 
Mstep: Class 23 contains 19496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014608.000000 Penalty: 78209.109375
Iteration 57Q: 24 clusters Score -9.801461e+07 nChanged 7581
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 156482 members 
Mstep: Class 2 contains 112306 members 
Mstep: Class 3 contains 52691 members 
Mstep: Class 4 contains 26887 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 49509 members 
Mstep: Class 7 contains 32963 members 
Mstep: Class 8 contains 4596 members 
Mstep: Class 9 contains 3679 members 
Mstep: Class 10 contains 256310 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 13240 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 28008 members 
Mstep: Class 16 contains 87099 members 
Mstep: Class 17 contains 24973 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 8904 members 
Mstep: Class 22 contains 6308 members 
Mstep: Class 23 contains 19507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013944.000000 Penalty: 78209.109375
Iteration 58Q: 24 clusters Score -9.801394e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 161761 members 
Mstep: Class 2 contains 112235 members 
Mstep: Class 3 contains 52700 members 
Mstep: Class 4 contains 27611 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 49406 members 
Mstep: Class 7 contains 32847 members 
Mstep: Class 8 contains 4633 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 250654 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 13 contains 13213 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 28058 members 
Mstep: Class 16 contains 86862 members 
Mstep: Class 17 contains 24952 members 
Mstep: Class 18 contains 7230 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 8905 members 
Mstep: Class 22 contains 6372 members 
Mstep: Class 23 contains 19519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014832.000000 Penalty: 78209.109375
Iteration 59Q: 24 clusters Score -9.801483e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 167630 members 
Mstep: Class 2 contains 112148 members 
Mstep: Class 3 contains 52755 members 
Mstep: Class 4 contains 28300 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 49226 members 
Mstep: Class 7 contains 32761 members 
Mstep: Class 8 contains 4671 members 
Mstep: Class 9 contains 3712 members 
Mstep: Class 10 contains 244549 members 
Mstep: Class 11 contains 958 members 
Mstep: Class 12 contains 2154 members 
Mstep: Class 13 contains 13156 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 28111 members 
Mstep: Class 16 contains 86601 members 
Mstep: Class 17 contains 24943 members 
Mstep: Class 18 contains 7266 members 
Mstep: Class 19 contains 901 members 
Mstep: Class 20 contains 2595 members 
Mstep: Class 21 contains 8907 members 
Mstep: Class 22 contains 6427 members 
Mstep: Class 23 contains 19495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98016712.000000 Penalty: 78209.109375
Iteration 60F: 24 clusters Score -9.801671e+07 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 1542 members 
Mstep: Class 1 contains 174398 members 
Mstep: Class 2 contains 112043 members 
Mstep: Class 3 contains 52821 members 
Mstep: Class 4 contains 28931 members 
Mstep: Class 5 contains 315 members 
Mstep: Class 6 contains 49061 members 
Mstep: Class 7 contains 32635 members 
Mstep: Class 8 contains 4709 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 237675 members 
Mstep: Class 11 contains 963 members 
Mstep: Class 12 contains 2149 members 
Mstep: Class 13 contains 13095 members 
Mstep: Class 14 contains 1890 members 
Mstep: Class 15 contains 28136 members 
Mstep: Class 16 contains 86331 members 
Mstep: Class 17 contains 24937 members 
Mstep: Class 18 contains 7299 members 
Mstep: Class 19 contains 901 members 
Mstep: Class 20 contains 2593 members 
Mstep: Class 21 contains 8909 members 
Mstep: Class 22 contains 6468 members 
Mstep: Class 23 contains 19477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98020952.000000 Penalty: 78209.109375
Iteration 61Q: 24 clusters Score -9.802095e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 181767 members 
Mstep: Class 2 contains 111879 members 
Mstep: Class 3 contains 52910 members 
Mstep: Class 4 contains 29532 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 48891 members 
Mstep: Class 7 contains 32503 members 
Mstep: Class 8 contains 4746 members 
Mstep: Class 9 contains 3758 members 
Mstep: Class 10 contains 230398 members 
Mstep: Class 11 contains 964 members 
Mstep: Class 12 contains 2154 members 
Mstep: Class 13 contains 13040 members 
Mstep: Class 14 contains 1894 members 
Mstep: Class 15 contains 28159 members 
Mstep: Class 16 contains 85987 members 
Mstep: Class 17 contains 24916 members 
Mstep: Class 18 contains 7325 members 
Mstep: Class 19 contains 901 members 
Mstep: Class 20 contains 2598 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 6507 members 
Mstep: Class 23 contains 19418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98021392.000000 Penalty: 78209.109375
Iteration 62Q: 24 clusters Score -9.802139e+07 nChanged 11406
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 189961 members 
Mstep: Class 2 contains 111669 members 
Mstep: Class 3 contains 53091 members 
Mstep: Class 4 contains 30117 members 
Mstep: Class 5 contains 335 members 
Mstep: Class 6 contains 48714 members 
Mstep: Class 7 contains 32368 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 3782 members 
Mstep: Class 10 contains 222357 members 
Mstep: Class 11 contains 967 members 
Mstep: Class 12 contains 2157 members 
Mstep: Class 13 contains 12938 members 
Mstep: Class 14 contains 1896 members 
Mstep: Class 15 contains 28179 members 
Mstep: Class 16 contains 85611 members 
Mstep: Class 17 contains 24907 members 
Mstep: Class 18 contains 7350 members 
Mstep: Class 19 contains 899 members 
Mstep: Class 20 contains 2598 members 
Mstep: Class 21 contains 8901 members 
Mstep: Class 22 contains 6545 members 
Mstep: Class 23 contains 19366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98021528.000000 Penalty: 78209.109375
Iteration 63Q: 24 clusters Score -9.802153e+07 nChanged 12268
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 198789 members 
Mstep: Class 2 contains 111476 members 
Mstep: Class 3 contains 53270 members 
Mstep: Class 4 contains 30649 members 
Mstep: Class 5 contains 334 members 
Mstep: Class 6 contains 48472 members 
Mstep: Class 7 contains 32254 members 
Mstep: Class 8 contains 4814 members 
Mstep: Class 9 contains 3811 members 
Mstep: Class 10 contains 213732 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 2160 members 
Mstep: Class 13 contains 12844 members 
Mstep: Class 14 contains 1897 members 
Mstep: Class 15 contains 28198 members 
Mstep: Class 16 contains 85275 members 
Mstep: Class 17 contains 24901 members 
Mstep: Class 18 contains 7375 members 
Mstep: Class 19 contains 899 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 8877 members 
Mstep: Class 22 contains 6584 members 
Mstep: Class 23 contains 19317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98021856.000000 Penalty: 78209.109375
Iteration 64Q: 24 clusters Score -9.802186e+07 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 207864 members 
Mstep: Class 2 contains 111225 members 
Mstep: Class 3 contains 53480 members 
Mstep: Class 4 contains 31147 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 48270 members 
Mstep: Class 7 contains 32101 members 
Mstep: Class 8 contains 4839 members 
Mstep: Class 9 contains 3833 members 
Mstep: Class 10 contains 204907 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 12755 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 28203 members 
Mstep: Class 16 contains 84969 members 
Mstep: Class 17 contains 24896 members 
Mstep: Class 18 contains 7394 members 
Mstep: Class 19 contains 901 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 8857 members 
Mstep: Class 22 contains 6628 members 
Mstep: Class 23 contains 19266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98021904.000000 Penalty: 78209.109375
Iteration 65Q: 24 clusters Score -9.80219e+07 nChanged 13466
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 217309 members 
Mstep: Class 2 contains 110993 members 
Mstep: Class 3 contains 53689 members 
Mstep: Class 4 contains 31645 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 48028 members 
Mstep: Class 7 contains 31934 members 
Mstep: Class 8 contains 4852 members 
Mstep: Class 9 contains 3850 members 
Mstep: Class 10 contains 195699 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 2166 members 
Mstep: Class 13 contains 12663 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 28228 members 
Mstep: Class 16 contains 84714 members 
Mstep: Class 17 contains 24895 members 
Mstep: Class 18 contains 7415 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 2600 members 
Mstep: Class 21 contains 8845 members 
Mstep: Class 22 contains 6671 members 
Mstep: Class 23 contains 19197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98021808.000000 Penalty: 78209.109375
Iteration 66Q: 24 clusters Score -9.802181e+07 nChanged 13744
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 226746 members 
Mstep: Class 2 contains 110827 members 
Mstep: Class 3 contains 53925 members 
Mstep: Class 4 contains 32142 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 47742 members 
Mstep: Class 7 contains 31781 members 
Mstep: Class 8 contains 4871 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 186450 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 12577 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 28251 members 
Mstep: Class 16 contains 84443 members 
Mstep: Class 17 contains 24895 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 8833 members 
Mstep: Class 22 contains 6709 members 
Mstep: Class 23 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98022456.000000 Penalty: 78209.109375
Iteration 67Q: 24 clusters Score -9.802246e+07 nChanged 14311
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 235939 members 
Mstep: Class 2 contains 110661 members 
Mstep: Class 3 contains 54148 members 
Mstep: Class 4 contains 32585 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 47411 members 
Mstep: Class 7 contains 31633 members 
Mstep: Class 8 contains 4880 members 
Mstep: Class 9 contains 3879 members 
Mstep: Class 10 contains 177557 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 12512 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 28304 members 
Mstep: Class 16 contains 84113 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 7458 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 8843 members 
Mstep: Class 22 contains 6729 members 
Mstep: Class 23 contains 19085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98023040.000000 Penalty: 78209.109375
Iteration 68Q: 24 clusters Score -9.802304e+07 nChanged 14042
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 244411 members 
Mstep: Class 2 contains 110531 members 
Mstep: Class 3 contains 54342 members 
Mstep: Class 4 contains 32995 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 47135 members 
Mstep: Class 7 contains 31537 members 
Mstep: Class 8 contains 4892 members 
Mstep: Class 9 contains 3904 members 
Mstep: Class 10 contains 169210 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 2179 members 
Mstep: Class 13 contains 12466 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 28350 members 
Mstep: Class 16 contains 83835 members 
Mstep: Class 17 contains 24894 members 
Mstep: Class 18 contains 7476 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 2606 members 
Mstep: Class 21 contains 8833 members 
Mstep: Class 22 contains 6754 members 
Mstep: Class 23 contains 19041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98023376.000000 Penalty: 78209.109375
Iteration 69Q: 24 clusters Score -9.802338e+07 nChanged 13420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 251848 members 
Mstep: Class 2 contains 110410 members 
Mstep: Class 3 contains 54528 members 
Mstep: Class 4 contains 33372 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 46898 members 
Mstep: Class 7 contains 31476 members 
Mstep: Class 8 contains 4898 members 
Mstep: Class 9 contains 3932 members 
Mstep: Class 10 contains 161908 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 12392 members 
Mstep: Class 14 contains 1897 members 
Mstep: Class 15 contains 28386 members 
Mstep: Class 16 contains 83558 members 
Mstep: Class 17 contains 24908 members 
Mstep: Class 18 contains 7498 members 
Mstep: Class 19 contains 907 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 8818 members 
Mstep: Class 22 contains 6775 members 
Mstep: Class 23 contains 18987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98022856.000000 Penalty: 78209.109375
Iteration 70Q: 24 clusters Score -9.802286e+07 nChanged 12932
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 258069 members 
Mstep: Class 2 contains 110380 members 
Mstep: Class 3 contains 54753 members 
Mstep: Class 4 contains 33787 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 46670 members 
Mstep: Class 7 contains 31442 members 
Mstep: Class 8 contains 4907 members 
Mstep: Class 9 contains 3959 members 
Mstep: Class 10 contains 155523 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 12388 members 
Mstep: Class 14 contains 1897 members 
Mstep: Class 15 contains 28411 members 
Mstep: Class 16 contains 83338 members 
Mstep: Class 17 contains 24897 members 
Mstep: Class 18 contains 7520 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 2614 members 
Mstep: Class 21 contains 8799 members 
Mstep: Class 22 contains 6800 members 
Mstep: Class 23 contains 18936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98021832.000000 Penalty: 78209.109375
Iteration 71Q: 24 clusters Score -9.802183e+07 nChanged 12015
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 262612 members 
Mstep: Class 2 contains 110418 members 
Mstep: Class 3 contains 54896 members 
Mstep: Class 4 contains 34235 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 46584 members 
Mstep: Class 7 contains 31408 members 
Mstep: Class 8 contains 4919 members 
Mstep: Class 9 contains 3979 members 
Mstep: Class 10 contains 150480 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 12398 members 
Mstep: Class 14 contains 1897 members 
Mstep: Class 15 contains 28446 members 
Mstep: Class 16 contains 83234 members 
Mstep: Class 17 contains 24933 members 
Mstep: Class 18 contains 7543 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 6818 members 
Mstep: Class 23 contains 18876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98021552.000000 Penalty: 78209.109375
Iteration 72Q: 24 clusters Score -9.802155e+07 nChanged 10623
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 265352 members 
Mstep: Class 2 contains 110536 members 
Mstep: Class 3 contains 54959 members 
Mstep: Class 4 contains 34782 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 46568 members 
Mstep: Class 7 contains 31401 members 
Mstep: Class 8 contains 4923 members 
Mstep: Class 9 contains 3998 members 
Mstep: Class 10 contains 146952 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 12431 members 
Mstep: Class 14 contains 1897 members 
Mstep: Class 15 contains 28471 members 
Mstep: Class 16 contains 83215 members 
Mstep: Class 17 contains 24960 members 
Mstep: Class 18 contains 7560 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 2633 members 
Mstep: Class 21 contains 8791 members 
Mstep: Class 22 contains 6835 members 
Mstep: Class 23 contains 18841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98021216.000000 Penalty: 78209.109375
Iteration 73Q: 24 clusters Score -9.802122e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 266368 members 
Mstep: Class 2 contains 110722 members 
Mstep: Class 3 contains 55002 members 
Mstep: Class 4 contains 35310 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 46597 members 
Mstep: Class 7 contains 31444 members 
Mstep: Class 8 contains 4932 members 
Mstep: Class 9 contains 4024 members 
Mstep: Class 10 contains 144857 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 12475 members 
Mstep: Class 14 contains 1897 members 
Mstep: Class 15 contains 28493 members 
Mstep: Class 16 contains 83280 members 
Mstep: Class 17 contains 24989 members 
Mstep: Class 18 contains 7581 members 
Mstep: Class 19 contains 904 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 8799 members 
Mstep: Class 22 contains 6850 members 
Mstep: Class 23 contains 18847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98020504.000000 Penalty: 78209.109375
Iteration 74Q: 24 clusters Score -9.80205e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 266143 members 
Mstep: Class 2 contains 110910 members 
Mstep: Class 3 contains 55003 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 46716 members 
Mstep: Class 7 contains 31509 members 
Mstep: Class 8 contains 4937 members 
Mstep: Class 9 contains 4049 members 
Mstep: Class 10 contains 143865 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 2178 members 
Mstep: Class 13 contains 12522 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 28512 members 
Mstep: Class 16 contains 83397 members 
Mstep: Class 17 contains 25020 members 
Mstep: Class 18 contains 7605 members 
Mstep: Class 19 contains 901 members 
Mstep: Class 20 contains 2652 members 
Mstep: Class 21 contains 8806 members 
Mstep: Class 22 contains 6863 members 
Mstep: Class 23 contains 18866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98020984.000000 Penalty: 78209.109375
Iteration 75Q: 24 clusters Score -9.802098e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 264857 members 
Mstep: Class 2 contains 111126 members 
Mstep: Class 3 contains 54983 members 
Mstep: Class 4 contains 36381 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 46927 members 
Mstep: Class 7 contains 31615 members 
Mstep: Class 8 contains 4942 members 
Mstep: Class 9 contains 4078 members 
Mstep: Class 10 contains 143724 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 12585 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 28549 members 
Mstep: Class 16 contains 83551 members 
Mstep: Class 17 contains 25036 members 
Mstep: Class 18 contains 7635 members 
Mstep: Class 19 contains 901 members 
Mstep: Class 20 contains 2661 members 
Mstep: Class 21 contains 8810 members 
Mstep: Class 22 contains 6872 members 
Mstep: Class 23 contains 18887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98020616.000000 Penalty: 78209.109375
Iteration 76Q: 24 clusters Score -9.802062e+07 nChanged 7150
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 262584 members 
Mstep: Class 2 contains 111416 members 
Mstep: Class 3 contains 54953 members 
Mstep: Class 4 contains 36889 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 47146 members 
Mstep: Class 7 contains 31769 members 
Mstep: Class 8 contains 4948 members 
Mstep: Class 9 contains 4104 members 
Mstep: Class 10 contains 144442 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 2171 members 
Mstep: Class 13 contains 12680 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 28570 members 
Mstep: Class 16 contains 83730 members 
Mstep: Class 17 contains 25073 members 
Mstep: Class 18 contains 7657 members 
Mstep: Class 19 contains 900 members 
Mstep: Class 20 contains 2673 members 
Mstep: Class 21 contains 8814 members 
Mstep: Class 22 contains 6882 members 
Mstep: Class 23 contains 18894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98020664.000000 Penalty: 78209.109375
Iteration 77Q: 24 clusters Score -9.802066e+07 nChanged 6919
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 259400 members 
Mstep: Class 2 contains 111714 members 
Mstep: Class 3 contains 54924 members 
Mstep: Class 4 contains 37332 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 47425 members 
Mstep: Class 7 contains 31954 members 
Mstep: Class 8 contains 4949 members 
Mstep: Class 9 contains 4125 members 
Mstep: Class 10 contains 145975 members 
Mstep: Class 11 contains 975 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 12765 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 28587 members 
Mstep: Class 16 contains 83969 members 
Mstep: Class 17 contains 25100 members 
Mstep: Class 18 contains 7678 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 8825 members 
Mstep: Class 22 contains 6892 members 
Mstep: Class 23 contains 18925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98020176.000000 Penalty: 78209.109375
Iteration 78Q: 24 clusters Score -9.802018e+07 nChanged 6895
Entering ConstructFrom: 
Score: -98020176.000000 Penalty: 78209.109375
Entering ConstructFrom: 
Trying to split cluster 1 (255590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255590 members 
Entering Unmasked Estep 
Score: -28374360.000000 Penalty: 3087.929932
	Iteration 0F: 2 clusters Score -2.837436e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127828 members 
Mstep: Class 2 contains 127762 members 
Entering Unmasked Estep 
Score: -28215870.000000 Penalty: 6175.859863
	Iteration 0F: 3 clusters Score -2.821587e+07 nChanged 123685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130021 members 
Mstep: Class 2 contains 125569 members 
Entering Unmasked Estep 
Score: -28288966.000000 Penalty: 6175.859863
	Iteration 1F: 3 clusters Score -2.828897e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131147 members 
Mstep: Class 2 contains 124443 members 
Entering Unmasked Estep 
Score: -28289764.000000 Penalty: 6175.859863
	Iteration 2Q: 3 clusters Score -2.828976e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132757 members 
Mstep: Class 2 contains 122833 members 
Entering Unmasked Estep 
Score: -28290832.000000 Penalty: 6175.859863
	Iteration 3Q: 3 clusters Score -2.829083e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135402 members 
Mstep: Class 2 contains 120188 members 
Entering Unmasked Estep 
Score: -28292070.000000 Penalty: 6175.859863
	Iteration 4Q: 3 clusters Score -2.829207e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139427 members 
Mstep: Class 2 contains 116163 members 
Entering Unmasked Estep 
Score: -28293656.000000 Penalty: 6175.859863
	Iteration 5Q: 3 clusters Score -2.829366e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145545 members 
Mstep: Class 2 contains 110045 members 
Entering Unmasked Estep 
Score: -28296280.000000 Penalty: 6175.859863
	Iteration 6Q: 3 clusters Score -2.829628e+07 nChanged 10793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154634 members 
Mstep: Class 2 contains 100956 members 
Entering Unmasked Estep 
Score: -28300812.000000 Penalty: 6175.859863
	Iteration 7Q: 3 clusters Score -2.830081e+07 nChanged 13972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167558 members 
Mstep: Class 2 contains 88032 members 
Entering Unmasked Estep 
Score: -28309286.000000 Penalty: 6175.859863
	Iteration 8F: 3 clusters Score -2.830929e+07 nChanged 17417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184277 members 
Mstep: Class 2 contains 71313 members 
Entering Unmasked Estep 
Score: -28322100.000000 Penalty: 6175.859863
	Iteration 9F: 3 clusters Score -2.83221e+07 nChanged 18565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202304 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -28336476.000000 Penalty: 6175.859863
	Iteration 10F: 3 clusters Score -2.833648e+07 nChanged 15944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217592 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -28349084.000000 Penalty: 6175.859863
	Iteration 11F: 3 clusters Score -2.834908e+07 nChanged 11188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228042 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -28356498.000000 Penalty: 6175.859863
	Iteration 12Q: 3 clusters Score -2.83565e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234769 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -28361178.000000 Penalty: 6175.859863
	Iteration 13Q: 3 clusters Score -2.836118e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239532 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -28364206.000000 Penalty: 6175.859863
	Iteration 14Q: 3 clusters Score -2.836421e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243143 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -28366212.000000 Penalty: 6175.859863
	Iteration 15Q: 3 clusters Score -2.836621e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245912 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -28367468.000000 Penalty: 6175.859863
	Iteration 16Q: 3 clusters Score -2.836747e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248034 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -28368564.000000 Penalty: 6175.859863
	Iteration 17Q: 3 clusters Score -2.836856e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249690 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -28369132.000000 Penalty: 6175.859863
	Iteration 18Q: 3 clusters Score -2.836913e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250956 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -28369720.000000 Penalty: 6175.859863
	Iteration 19Q: 3 clusters Score -2.836972e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251863 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -28370126.000000 Penalty: 6175.859863
	Iteration 20F: 3 clusters Score -2.837013e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252540 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -28370360.000000 Penalty: 6175.859863
	Iteration 21Q: 3 clusters Score -2.837036e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253070 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -28370500.000000 Penalty: 6175.859863
	Iteration 22Q: 3 clusters Score -2.83705e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253443 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -28370704.000000 Penalty: 6175.859863
	Iteration 23Q: 3 clusters Score -2.83707e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253736 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -28370838.000000 Penalty: 6175.859863
	Iteration 24Q: 3 clusters Score -2.837084e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253945 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -28370980.000000 Penalty: 6175.859863
	Iteration 25Q: 3 clusters Score -2.837098e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254107 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -28371088.000000 Penalty: 6175.859863
	Iteration 26Q: 3 clusters Score -2.837109e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254235 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -28371198.000000 Penalty: 6175.859863
	Iteration 27Q: 3 clusters Score -2.83712e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254341 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -28371226.000000 Penalty: 6175.859863
	Iteration 28Q: 3 clusters Score -2.837123e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254415 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -28371270.000000 Penalty: 6175.859863
	Iteration 29Q: 3 clusters Score -2.837127e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254484 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -28371318.000000 Penalty: 6175.859863
	Iteration 30Q: 3 clusters Score -2.837132e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254546 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -28371346.000000 Penalty: 6175.859863
	Iteration 31Q: 3 clusters Score -2.837135e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254588 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -28371408.000000 Penalty: 6175.859863
	Iteration 32Q: 3 clusters Score -2.837141e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254616 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -28371452.000000 Penalty: 6175.859863
	Iteration 33Q: 3 clusters Score -2.837145e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254645 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -28371442.000000 Penalty: 6175.859863
	Iteration 34Q: 3 clusters Score -2.837144e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254674 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -28371502.000000 Penalty: 6175.859863
	Iteration 35Q: 3 clusters Score -2.83715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254692 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -28371532.000000 Penalty: 6175.859863
	Iteration 36Q: 3 clusters Score -2.837153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254696 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -28371526.000000 Penalty: 6175.859863
	Iteration 37Q: 3 clusters Score -2.837153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254704 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -28371524.000000 Penalty: 6175.859863
	Iteration 38Q: 3 clusters Score -2.837152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254712 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -28371554.000000 Penalty: 6175.859863
	Iteration 39Q: 3 clusters Score -2.837155e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254721 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -28371554.000000 Penalty: 6175.859863
	Iteration 40F: 3 clusters Score -2.837155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254729 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -28371532.000000 Penalty: 6175.859863
	Iteration 41Q: 3 clusters Score -2.837153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254736 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -28371540.000000 Penalty: 6175.859863
	Iteration 42Q: 3 clusters Score -2.837154e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254740 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -28371554.000000 Penalty: 6175.859863
	Iteration 43Q: 3 clusters Score -2.837155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254740 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -28371554.000000 Penalty: 6175.859863
	Iteration 44Q: 3 clusters Score -2.837155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254740 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -28371546.000000 Penalty: 6175.859863
	Iteration 45Q: 3 clusters Score -2.837155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254744 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -28371560.000000 Penalty: 6175.859863
	Iteration 46Q: 3 clusters Score -2.837156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254744 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -28371552.000000 Penalty: 6175.859863
	Iteration 47Q: 3 clusters Score -2.837155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254744 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -28371552.000000 Penalty: 6175.859863
	Iteration 48F: 3 clusters Score -2.837155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (112014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112014 members 
Entering Unmasked Estep 
Score: -12703305.000000 Penalty: 2883.342041
	Iteration 0F: 2 clusters Score -1.27033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 56341 members 
Entering Unmasked Estep 
Score: -12628319.000000 Penalty: 5766.684082
	Iteration 0F: 3 clusters Score -1.262832e+07 nChanged 53069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52494 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -12658811.000000 Penalty: 5766.684082
	Iteration 1F: 3 clusters Score -1.265881e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -12659740.000000 Penalty: 5766.684082
	Iteration 2Q: 3 clusters Score -1.265974e+07 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 65266 members 
Entering Unmasked Estep 
Score: -12661257.000000 Penalty: 5766.684082
	Iteration 3Q: 3 clusters Score -1.266126e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 70397 members 
Entering Unmasked Estep 
Score: -12663850.000000 Penalty: 5766.684082
	Iteration 4Q: 3 clusters Score -1.266385e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 77780 members 
Entering Unmasked Estep 
Score: -12668546.000000 Penalty: 5766.684082
	Iteration 5F: 3 clusters Score -1.266855e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 87636 members 
Entering Unmasked Estep 
Score: -12676670.000000 Penalty: 5766.684082
	Iteration 6F: 3 clusters Score -1.267667e+07 nChanged 10670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 98306 members 
Entering Unmasked Estep 
Score: -12686926.000000 Penalty: 5766.684082
	Iteration 7F: 3 clusters Score -1.268693e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 106535 members 
Entering Unmasked Estep 
Score: -12695248.000000 Penalty: 5766.684082
	Iteration 8F: 3 clusters Score -1.269525e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 110443 members 
Entering Unmasked Estep 
Score: -12699202.000000 Penalty: 5766.684082
	Iteration 9Q: 3 clusters Score -1.26992e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 111536 members 
Entering Unmasked Estep 
Score: -12700236.000000 Penalty: 5766.684082
	Iteration 10Q: 3 clusters Score -1.270024e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 111776 members 
Entering Unmasked Estep 
Score: -12700484.000000 Penalty: 5766.684082
	Iteration 11Q: 3 clusters Score -1.270048e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 111825 members 
Entering Unmasked Estep 
Score: -12700589.000000 Penalty: 5766.684082
	Iteration 12Q: 3 clusters Score -1.270059e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 111838 members 
Entering Unmasked Estep 
Score: -12700630.000000 Penalty: 5766.684082
	Iteration 13Q: 3 clusters Score -1.270063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 111843 members 
Entering Unmasked Estep 
Score: -12700631.000000 Penalty: 5766.684082
	Iteration 14Q: 3 clusters Score -1.270063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 111847 members 
Entering Unmasked Estep 
Score: -12700649.000000 Penalty: 5766.684082
	Iteration 15Q: 3 clusters Score -1.270065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 111849 members 
Entering Unmasked Estep 
Score: -12700646.000000 Penalty: 5766.684082
	Iteration 16Q: 3 clusters Score -1.270065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 111849 members 
Entering Unmasked Estep 
Score: -12700649.000000 Penalty: 5766.684082
	Iteration 17Q: 3 clusters Score -1.270065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 111847 members 
Entering Unmasked Estep 
Score: -12700655.000000 Penalty: 5766.684082
	Iteration 18Q: 3 clusters Score -1.270066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 111847 members 
Entering Unmasked Estep 
Score: -12700655.000000 Penalty: 5766.684082
	Iteration 19F: 3 clusters Score -1.270066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54865 members 
Entering Unmasked Estep 
Score: -5961184.000000 Penalty: 2706.332520
	Iteration 0F: 2 clusters Score -5961184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -5924145.000000 Penalty: 5412.665039
	Iteration 0F: 3 clusters Score -5924145 nChanged 25655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 26912 members 
Entering Unmasked Estep 
Score: -5938151.500000 Penalty: 5412.665039
	Iteration 1F: 3 clusters Score -5938152 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -5938701.500000 Penalty: 5412.665039
	Iteration 2Q: 3 clusters Score -5938702 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -5939229.500000 Penalty: 5412.665039
	Iteration 3Q: 3 clusters Score -5939230 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -5939760.000000 Penalty: 5412.665039
	Iteration 4Q: 3 clusters Score -5939760 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -5940332.500000 Penalty: 5412.665039
	Iteration 5Q: 3 clusters Score -5940332 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -5941077.500000 Penalty: 5412.665039
	Iteration 6Q: 3 clusters Score -5941078 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -5942210.500000 Penalty: 5412.665039
	Iteration 7Q: 3 clusters Score -5942210 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -5943941.000000 Penalty: 5412.665039
	Iteration 8F: 3 clusters Score -5943941 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -5946400.000000 Penalty: 5412.665039
	Iteration 9F: 3 clusters Score -5946400 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -5949726.500000 Penalty: 5412.665039
	Iteration 10F: 3 clusters Score -5949726 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -5953260.000000 Penalty: 5412.665039
	Iteration 11F: 3 clusters Score -5953260 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -5956084.500000 Penalty: 5412.665039
	Iteration 12F: 3 clusters Score -5956084 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5957757.500000 Penalty: 5412.665039
	Iteration 13Q: 3 clusters Score -5957758 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5958455.000000 Penalty: 5412.665039
	Iteration 14Q: 3 clusters Score -5958455 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -5958730.500000 Penalty: 5412.665039
	Iteration 15Q: 3 clusters Score -5958730 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5958811.500000 Penalty: 5412.665039
	Iteration 16Q: 3 clusters Score -5958812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5958843.500000 Penalty: 5412.665039
	Iteration 17Q: 3 clusters Score -5958844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -5958875.500000 Penalty: 5412.665039
	Iteration 18Q: 3 clusters Score -5958876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5958880.500000 Penalty: 5412.665039
	Iteration 19Q: 3 clusters Score -5958880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5958892.000000 Penalty: 5412.665039
	Iteration 20F: 3 clusters Score -5958892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5958905.000000 Penalty: 5412.665039
	Iteration 21Q: 3 clusters Score -5958905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5958910.500000 Penalty: 5412.665039
	Iteration 22Q: 3 clusters Score -5958910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5958913.500000 Penalty: 5412.665039
	Iteration 23Q: 3 clusters Score -5958914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5958920.000000 Penalty: 5412.665039
	Iteration 24Q: 3 clusters Score -5958920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5958930.000000 Penalty: 5412.665039
	Iteration 25Q: 3 clusters Score -5958930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5958933.500000 Penalty: 5412.665039
	Iteration 26Q: 3 clusters Score -5958934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5958938.000000 Penalty: 5412.665039
	Iteration 27Q: 3 clusters Score -5958938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5958941.000000 Penalty: 5412.665039
	Iteration 28Q: 3 clusters Score -5958941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5958942.500000 Penalty: 5412.665039
	Iteration 29Q: 3 clusters Score -5958942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5958935.000000 Penalty: 5412.665039
	Iteration 30Q: 3 clusters Score -5958935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5958935.000000 Penalty: 5412.665039
	Iteration 31F: 3 clusters Score -5958935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Entering Unmasked Estep 
Score: -4282889.000000 Penalty: 2613.922852
	Iteration 0F: 2 clusters Score -4282889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -4257093.000000 Penalty: 5227.845703
	Iteration 0F: 3 clusters Score -4257093 nChanged 17246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -4266710.500000 Penalty: 5227.845703
	Iteration 1F: 3 clusters Score -4266710 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -4267139.000000 Penalty: 5227.845703
	Iteration 2Q: 3 clusters Score -4267139 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -4267514.500000 Penalty: 5227.845703
	Iteration 3Q: 3 clusters Score -4267514 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -4267835.000000 Penalty: 5227.845703
	Iteration 4Q: 3 clusters Score -4267835 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -4268154.000000 Penalty: 5227.845703
	Iteration 5Q: 3 clusters Score -4268154 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -4268488.500000 Penalty: 5227.845703
	Iteration 6Q: 3 clusters Score -4268488 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -4268865.500000 Penalty: 5227.845703
	Iteration 7Q: 3 clusters Score -4268866 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -4269404.000000 Penalty: 5227.845703
	Iteration 8Q: 3 clusters Score -4269404 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -4270095.500000 Penalty: 5227.845703
	Iteration 9Q: 3 clusters Score -4270096 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -4271111.000000 Penalty: 5227.845703
	Iteration 10Q: 3 clusters Score -4271111 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -4272450.000000 Penalty: 5227.845703
	Iteration 11F: 3 clusters Score -4272450 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -4273914.500000 Penalty: 5227.845703
	Iteration 12F: 3 clusters Score -4273914 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -4275181.500000 Penalty: 5227.845703
	Iteration 13F: 3 clusters Score -4275182 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4276063.000000 Penalty: 5227.845703
	Iteration 14Q: 3 clusters Score -4276063 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -4276585.000000 Penalty: 5227.845703
	Iteration 15Q: 3 clusters Score -4276585 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -4276953.000000 Penalty: 5227.845703
	Iteration 16Q: 3 clusters Score -4276953 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -4277197.000000 Penalty: 5227.845703
	Iteration 17Q: 3 clusters Score -4277197 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -4277404.500000 Penalty: 5227.845703
	Iteration 18Q: 3 clusters Score -4277404 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -4277615.500000 Penalty: 5227.845703
	Iteration 19Q: 3 clusters Score -4277616 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -4277769.000000 Penalty: 5227.845703
	Iteration 20F: 3 clusters Score -4277769 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -4277967.000000 Penalty: 5227.845703
	Iteration 21Q: 3 clusters Score -4277967 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -4278155.500000 Penalty: 5227.845703
	Iteration 22Q: 3 clusters Score -4278156 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -4278330.500000 Penalty: 5227.845703
	Iteration 23Q: 3 clusters Score -4278330 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -4278479.000000 Penalty: 5227.845703
	Iteration 24Q: 3 clusters Score -4278479 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -4278612.500000 Penalty: 5227.845703
	Iteration 25Q: 3 clusters Score -4278612 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4278775.500000 Penalty: 5227.845703
	Iteration 26Q: 3 clusters Score -4278776 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -4278965.500000 Penalty: 5227.845703
	Iteration 27Q: 3 clusters Score -4278966 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -4279117.500000 Penalty: 5227.845703
	Iteration 28Q: 3 clusters Score -4279118 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -4279249.500000 Penalty: 5227.845703
	Iteration 29Q: 3 clusters Score -4279250 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -4279395.000000 Penalty: 5227.845703
	Iteration 30Q: 3 clusters Score -4279395 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -4279522.000000 Penalty: 5227.845703
	Iteration 31Q: 3 clusters Score -4279522 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -4279609.500000 Penalty: 5227.845703
	Iteration 32Q: 3 clusters Score -4279610 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -4279706.500000 Penalty: 5227.845703
	Iteration 33Q: 3 clusters Score -4279706 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -4279780.500000 Penalty: 5227.845703
	Iteration 34Q: 3 clusters Score -4279780 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -4279866.000000 Penalty: 5227.845703
	Iteration 35Q: 3 clusters Score -4279866 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -4279948.000000 Penalty: 5227.845703
	Iteration 36Q: 3 clusters Score -4279948 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -4280006.000000 Penalty: 5227.845703
	Iteration 37Q: 3 clusters Score -4280006 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -4280056.500000 Penalty: 5227.845703
	Iteration 38Q: 3 clusters Score -4280056 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -4280102.500000 Penalty: 5227.845703
	Iteration 39Q: 3 clusters Score -4280102 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -4280155.000000 Penalty: 5227.845703
	Iteration 40F: 3 clusters Score -4280155 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -4280201.000000 Penalty: 5227.845703
	Iteration 41Q: 3 clusters Score -4280201 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -4280261.000000 Penalty: 5227.845703
	Iteration 42Q: 3 clusters Score -4280261 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4280309.000000 Penalty: 5227.845703
	Iteration 43Q: 3 clusters Score -4280309 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -4280340.000000 Penalty: 5227.845703
	Iteration 44Q: 3 clusters Score -4280340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4280367.500000 Penalty: 5227.845703
	Iteration 45Q: 3 clusters Score -4280368 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -4280407.000000 Penalty: 5227.845703
	Iteration 46Q: 3 clusters Score -4280407 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -4280423.000000 Penalty: 5227.845703
	Iteration 47Q: 3 clusters Score -4280423 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -4280440.000000 Penalty: 5227.845703
	Iteration 48Q: 3 clusters Score -4280440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -4280474.500000 Penalty: 5227.845703
	Iteration 49Q: 3 clusters Score -4280474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -4280487.000000 Penalty: 5227.845703
	Iteration 50Q: 3 clusters Score -4280487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -4280503.500000 Penalty: 5227.845703
	Iteration 51Q: 3 clusters Score -4280504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -4280516.000000 Penalty: 5227.845703
	Iteration 52Q: 3 clusters Score -4280516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -4280523.500000 Penalty: 5227.845703
	Iteration 53Q: 3 clusters Score -4280524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -4280522.500000 Penalty: 5227.845703
	Iteration 54Q: 3 clusters Score -4280522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -4280531.500000 Penalty: 5227.845703
	Iteration 55Q: 3 clusters Score -4280532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4280534.500000 Penalty: 5227.845703
	Iteration 56Q: 3 clusters Score -4280534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -4280538.500000 Penalty: 5227.845703
	Iteration 57Q: 3 clusters Score -4280538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -4280543.000000 Penalty: 5227.845703
	Iteration 58Q: 3 clusters Score -4280543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -4280542.000000 Penalty: 5227.845703
	Iteration 59Q: 3 clusters Score -4280542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -4280542.500000 Penalty: 5227.845703
	Iteration 60F: 3 clusters Score -4280542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -4280544.500000 Penalty: 5227.845703
	Iteration 61Q: 3 clusters Score -4280544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -4280548.000000 Penalty: 5227.845703
	Iteration 62Q: 3 clusters Score -4280548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4280551.000000 Penalty: 5227.845703
	Iteration 63Q: 3 clusters Score -4280551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -4280551.000000 Penalty: 5227.845703
	Iteration 64F: 3 clusters Score -4280551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Entering Unmasked Estep 
Score: -26746.279297 Penalty: 1440.419434
	Iteration 0F: 2 clusters Score -26746.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25475.167969 Penalty: 2880.838867
	Iteration 0F: 3 clusters Score -25475.17 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25805.714844 Penalty: 2880.838867
	Iteration 1F: 3 clusters Score -25805.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25935.523438 Penalty: 2880.838867
	Iteration 2F: 3 clusters Score -25935.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26030.070312 Penalty: 2880.838867
	Iteration 3Q: 3 clusters Score -26030.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26118.744141 Penalty: 2880.838867
	Iteration 4Q: 3 clusters Score -26118.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26160.476562 Penalty: 2880.838867
	Iteration 5Q: 3 clusters Score -26160.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26187.232422 Penalty: 2880.838867
	Iteration 6Q: 3 clusters Score -26187.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26198.587891 Penalty: 2880.838867
	Iteration 7Q: 3 clusters Score -26198.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26211.693359 Penalty: 2880.838867
	Iteration 8Q: 3 clusters Score -26211.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26221.044922 Penalty: 2880.838867
	Iteration 9Q: 3 clusters Score -26221.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26224.046875 Penalty: 2880.838867
	Iteration 10Q: 3 clusters Score -26224.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26224.046875 Penalty: 2880.838867
	Iteration 11F: 3 clusters Score -26224.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Entering Unmasked Estep 
Score: -5367218.000000 Penalty: 2671.943359
	Iteration 0F: 2 clusters Score -5367218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -5334918.000000 Penalty: 5343.886719
	Iteration 0F: 3 clusters Score -5334918 nChanged 22049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -5346845.500000 Penalty: 5343.886719
	Iteration 1F: 3 clusters Score -5346846 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -5347291.000000 Penalty: 5343.886719
	Iteration 2Q: 3 clusters Score -5347291 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -5347682.500000 Penalty: 5343.886719
	Iteration 3Q: 3 clusters Score -5347682 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -5348141.000000 Penalty: 5343.886719
	Iteration 4Q: 3 clusters Score -5348141 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -5348702.000000 Penalty: 5343.886719
	Iteration 5Q: 3 clusters Score -5348702 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -5349494.500000 Penalty: 5343.886719
	Iteration 6Q: 3 clusters Score -5349494 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -5350740.000000 Penalty: 5343.886719
	Iteration 7Q: 3 clusters Score -5350740 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -5352468.000000 Penalty: 5343.886719
	Iteration 8F: 3 clusters Score -5352468 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -5354684.000000 Penalty: 5343.886719
	Iteration 9F: 3 clusters Score -5354684 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -5357289.000000 Penalty: 5343.886719
	Iteration 10F: 3 clusters Score -5357289 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -5359795.500000 Penalty: 5343.886719
	Iteration 11F: 3 clusters Score -5359796 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -5361874.000000 Penalty: 5343.886719
	Iteration 12Q: 3 clusters Score -5361874 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -5363301.500000 Penalty: 5343.886719
	Iteration 13Q: 3 clusters Score -5363302 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -5364267.500000 Penalty: 5343.886719
	Iteration 14Q: 3 clusters Score -5364268 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -5364802.500000 Penalty: 5343.886719
	Iteration 15Q: 3 clusters Score -5364802 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -5365064.000000 Penalty: 5343.886719
	Iteration 16Q: 3 clusters Score -5365064 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -5365192.500000 Penalty: 5343.886719
	Iteration 17Q: 3 clusters Score -5365192 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -5365281.500000 Penalty: 5343.886719
	Iteration 18Q: 3 clusters Score -5365282 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -5365330.500000 Penalty: 5343.886719
	Iteration 19Q: 3 clusters Score -5365330 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -5365385.000000 Penalty: 5343.886719
	Iteration 20F: 3 clusters Score -5365385 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -5365422.000000 Penalty: 5343.886719
	Iteration 21Q: 3 clusters Score -5365422 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -5365442.500000 Penalty: 5343.886719
	Iteration 22Q: 3 clusters Score -5365442 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -5365451.500000 Penalty: 5343.886719
	Iteration 23Q: 3 clusters Score -5365452 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -5365466.000000 Penalty: 5343.886719
	Iteration 24Q: 3 clusters Score -5365466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -5365470.500000 Penalty: 5343.886719
	Iteration 25Q: 3 clusters Score -5365470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -5365481.000000 Penalty: 5343.886719
	Iteration 26Q: 3 clusters Score -5365481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -5365477.500000 Penalty: 5343.886719
	Iteration 27Q: 3 clusters Score -5365478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -5365479.000000 Penalty: 5343.886719
	Iteration 28Q: 3 clusters Score -5365479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -5365492.500000 Penalty: 5343.886719
	Iteration 29Q: 3 clusters Score -5365492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -5365497.000000 Penalty: 5343.886719
	Iteration 30Q: 3 clusters Score -5365497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -5365495.000000 Penalty: 5343.886719
	Iteration 31Q: 3 clusters Score -5365495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -5365494.500000 Penalty: 5343.886719
	Iteration 32Q: 3 clusters Score -5365494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -5365505.000000 Penalty: 5343.886719
	Iteration 33Q: 3 clusters Score -5365505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5365503.500000 Penalty: 5343.886719
	Iteration 34Q: 3 clusters Score -5365504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -5365503.500000 Penalty: 5343.886719
	Iteration 35Q: 3 clusters Score -5365504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -5365500.000000 Penalty: 5343.886719
	Iteration 36Q: 3 clusters Score -5365500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -5365509.500000 Penalty: 5343.886719
	Iteration 37Q: 3 clusters Score -5365510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -5365513.500000 Penalty: 5343.886719
	Iteration 38Q: 3 clusters Score -5365514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -5365520.500000 Penalty: 5343.886719
	Iteration 39Q: 3 clusters Score -5365520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -5365522.500000 Penalty: 5343.886719
	Iteration 40F: 3 clusters Score -5365522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -5365523.000000 Penalty: 5343.886719
	Iteration 41Q: 3 clusters Score -5365523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -5365515.000000 Penalty: 5343.886719
	Iteration 42Q: 3 clusters Score -5365515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -5365516.500000 Penalty: 5343.886719
	Iteration 43Q: 3 clusters Score -5365516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -5365518.500000 Penalty: 5343.886719
	Iteration 44Q: 3 clusters Score -5365518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -5365515.500000 Penalty: 5343.886719
	Iteration 45Q: 3 clusters Score -5365516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -5365515.500000 Penalty: 5343.886719
	Iteration 46F: 3 clusters Score -5365516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Entering Unmasked Estep 
Score: -3640839.750000 Penalty: 2573.391846
	Iteration 0F: 2 clusters Score -3640840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3618717.500000 Penalty: 5146.783691
	Iteration 0F: 3 clusters Score -3618718 nChanged 14558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -3626701.750000 Penalty: 5146.783691
	Iteration 1F: 3 clusters Score -3626702 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -3627191.500000 Penalty: 5146.783691
	Iteration 2Q: 3 clusters Score -3627192 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3627621.500000 Penalty: 5146.783691
	Iteration 3Q: 3 clusters Score -3627622 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3628089.500000 Penalty: 5146.783691
	Iteration 4Q: 3 clusters Score -3628090 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3628640.000000 Penalty: 5146.783691
	Iteration 5Q: 3 clusters Score -3628640 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3629283.000000 Penalty: 5146.783691
	Iteration 6Q: 3 clusters Score -3629283 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -3630099.000000 Penalty: 5146.783691
	Iteration 7Q: 3 clusters Score -3630099 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -3631163.500000 Penalty: 5146.783691
	Iteration 8F: 3 clusters Score -3631164 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3632463.250000 Penalty: 5146.783691
	Iteration 9F: 3 clusters Score -3632463 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3633662.250000 Penalty: 5146.783691
	Iteration 10F: 3 clusters Score -3633662 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3634455.500000 Penalty: 5146.783691
	Iteration 11Q: 3 clusters Score -3634456 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -3634913.250000 Penalty: 5146.783691
	Iteration 12Q: 3 clusters Score -3634913 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3635141.750000 Penalty: 5146.783691
	Iteration 13Q: 3 clusters Score -3635142 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -3635267.000000 Penalty: 5146.783691
	Iteration 14Q: 3 clusters Score -3635267 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -3635362.250000 Penalty: 5146.783691
	Iteration 15Q: 3 clusters Score -3635362 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3635466.000000 Penalty: 5146.783691
	Iteration 16Q: 3 clusters Score -3635466 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -3635520.250000 Penalty: 5146.783691
	Iteration 17Q: 3 clusters Score -3635520 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -3635587.000000 Penalty: 5146.783691
	Iteration 18Q: 3 clusters Score -3635587 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3635657.750000 Penalty: 5146.783691
	Iteration 19Q: 3 clusters Score -3635658 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -3635704.750000 Penalty: 5146.783691
	Iteration 20F: 3 clusters Score -3635705 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -3635756.750000 Penalty: 5146.783691
	Iteration 21Q: 3 clusters Score -3635757 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -3635808.750000 Penalty: 5146.783691
	Iteration 22Q: 3 clusters Score -3635809 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3635859.250000 Penalty: 5146.783691
	Iteration 23Q: 3 clusters Score -3635859 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -3635888.750000 Penalty: 5146.783691
	Iteration 24Q: 3 clusters Score -3635889 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3635925.000000 Penalty: 5146.783691
	Iteration 25Q: 3 clusters Score -3635925 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -3635982.750000 Penalty: 5146.783691
	Iteration 26Q: 3 clusters Score -3635983 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -3636028.750000 Penalty: 5146.783691
	Iteration 27Q: 3 clusters Score -3636029 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3636089.500000 Penalty: 5146.783691
	Iteration 28Q: 3 clusters Score -3636090 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3636156.750000 Penalty: 5146.783691
	Iteration 29Q: 3 clusters Score -3636157 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -3636223.500000 Penalty: 5146.783691
	Iteration 30Q: 3 clusters Score -3636224 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -3636289.250000 Penalty: 5146.783691
	Iteration 31Q: 3 clusters Score -3636289 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3636373.750000 Penalty: 5146.783691
	Iteration 32Q: 3 clusters Score -3636374 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3636456.750000 Penalty: 5146.783691
	Iteration 33Q: 3 clusters Score -3636457 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -3636565.000000 Penalty: 5146.783691
	Iteration 34Q: 3 clusters Score -3636565 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3636669.250000 Penalty: 5146.783691
	Iteration 35Q: 3 clusters Score -3636669 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3636783.750000 Penalty: 5146.783691
	Iteration 36Q: 3 clusters Score -3636784 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3636924.750000 Penalty: 5146.783691
	Iteration 37Q: 3 clusters Score -3636925 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3637032.250000 Penalty: 5146.783691
	Iteration 38Q: 3 clusters Score -3637032 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3637167.000000 Penalty: 5146.783691
	Iteration 39Q: 3 clusters Score -3637167 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -3637295.000000 Penalty: 5146.783691
	Iteration 40F: 3 clusters Score -3637295 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3637412.000000 Penalty: 5146.783691
	Iteration 41Q: 3 clusters Score -3637412 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3637532.750000 Penalty: 5146.783691
	Iteration 42Q: 3 clusters Score -3637533 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3637639.000000 Penalty: 5146.783691
	Iteration 43Q: 3 clusters Score -3637639 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -3637729.500000 Penalty: 5146.783691
	Iteration 44Q: 3 clusters Score -3637730 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3637810.250000 Penalty: 5146.783691
	Iteration 45Q: 3 clusters Score -3637810 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -3637884.750000 Penalty: 5146.783691
	Iteration 46Q: 3 clusters Score -3637885 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -3637953.000000 Penalty: 5146.783691
	Iteration 47Q: 3 clusters Score -3637953 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -3638011.750000 Penalty: 5146.783691
	Iteration 48Q: 3 clusters Score -3638012 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3638061.250000 Penalty: 5146.783691
	Iteration 49Q: 3 clusters Score -3638061 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3638119.500000 Penalty: 5146.783691
	Iteration 50Q: 3 clusters Score -3638120 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -3638160.000000 Penalty: 5146.783691
	Iteration 51Q: 3 clusters Score -3638160 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -3638212.250000 Penalty: 5146.783691
	Iteration 52Q: 3 clusters Score -3638212 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -3638252.250000 Penalty: 5146.783691
	Iteration 53Q: 3 clusters Score -3638252 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -3638282.000000 Penalty: 5146.783691
	Iteration 54Q: 3 clusters Score -3638282 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -3638320.000000 Penalty: 5146.783691
	Iteration 55Q: 3 clusters Score -3638320 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -3638355.500000 Penalty: 5146.783691
	Iteration 56Q: 3 clusters Score -3638356 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -3638397.000000 Penalty: 5146.783691
	Iteration 57Q: 3 clusters Score -3638397 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -3638416.250000 Penalty: 5146.783691
	Iteration 58Q: 3 clusters Score -3638416 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -3638431.000000 Penalty: 5146.783691
	Iteration 59Q: 3 clusters Score -3638431 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3638451.000000 Penalty: 5146.783691
	Iteration 60F: 3 clusters Score -3638451 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -3638471.750000 Penalty: 5146.783691
	Iteration 61Q: 3 clusters Score -3638472 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -3638482.750000 Penalty: 5146.783691
	Iteration 62Q: 3 clusters Score -3638483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -3638505.750000 Penalty: 5146.783691
	Iteration 63Q: 3 clusters Score -3638506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -3638526.750000 Penalty: 5146.783691
	Iteration 64Q: 3 clusters Score -3638527 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3638538.250000 Penalty: 5146.783691
	Iteration 65Q: 3 clusters Score -3638538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -3638552.750000 Penalty: 5146.783691
	Iteration 66Q: 3 clusters Score -3638553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -3638562.750000 Penalty: 5146.783691
	Iteration 67Q: 3 clusters Score -3638563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -3638572.750000 Penalty: 5146.783691
	Iteration 68Q: 3 clusters Score -3638573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -3638575.250000 Penalty: 5146.783691
	Iteration 69Q: 3 clusters Score -3638575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -3638578.500000 Penalty: 5146.783691
	Iteration 70Q: 3 clusters Score -3638578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -3638576.250000 Penalty: 5146.783691
	Iteration 71Q: 3 clusters Score -3638576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -3638577.750000 Penalty: 5146.783691
	Iteration 72Q: 3 clusters Score -3638578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -3638580.750000 Penalty: 5146.783691
	Iteration 73Q: 3 clusters Score -3638581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -3638580.500000 Penalty: 5146.783691
	Iteration 74Q: 3 clusters Score -3638580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -3638576.750000 Penalty: 5146.783691
	Iteration 75Q: 3 clusters Score -3638577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -3638576.250000 Penalty: 5146.783691
	Iteration 76Q: 3 clusters Score -3638576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -3638576.000000 Penalty: 5146.783691
	Iteration 77Q: 3 clusters Score -3638576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -3638581.000000 Penalty: 5146.783691
	Iteration 78Q: 3 clusters Score -3638581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -3638582.750000 Penalty: 5146.783691
	Iteration 79Q: 3 clusters Score -3638583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -3638583.500000 Penalty: 5146.783691
	Iteration 80F: 3 clusters Score -3638584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 30292 members 
Entering Unmasked Estep 
Score: -3638577.250000 Penalty: 5146.783691
	Iteration 81Q: 3 clusters Score -3638577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -3638585.000000 Penalty: 5146.783691
	Iteration 82Q: 3 clusters Score -3638585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -3638580.750000 Penalty: 5146.783691
	Iteration 83Q: 3 clusters Score -3638581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -3638582.500000 Penalty: 5146.783691
	Iteration 84Q: 3 clusters Score -3638582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -3638586.750000 Penalty: 5146.783691
	Iteration 85Q: 3 clusters Score -3638587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -3638594.250000 Penalty: 5146.783691
	Iteration 86Q: 3 clusters Score -3638594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -3638596.500000 Penalty: 5146.783691
	Iteration 87Q: 3 clusters Score -3638596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -3638596.750000 Penalty: 5146.783691
	Iteration 88Q: 3 clusters Score -3638597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -3638598.500000 Penalty: 5146.783691
	Iteration 89Q: 3 clusters Score -3638598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -3638603.000000 Penalty: 5146.783691
	Iteration 90Q: 3 clusters Score -3638603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -3638603.000000 Penalty: 5146.783691
	Iteration 91Q: 3 clusters Score -3638603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -3638603.000000 Penalty: 5146.783691
	Iteration 92F: 3 clusters Score -3638603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Entering Unmasked Estep 
Score: -555032.625000 Penalty: 2109.671143
	Iteration 0F: 2 clusters Score -555032.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -550527.000000 Penalty: 4219.342285
	Iteration 0F: 3 clusters Score -550527 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -551616.625000 Penalty: 4219.342285
	Iteration 1F: 3 clusters Score -551616.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -551851.250000 Penalty: 4219.342285
	Iteration 2F: 3 clusters Score -551851.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -551998.562500 Penalty: 4219.342285
	Iteration 3F: 3 clusters Score -551998.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -552070.187500 Penalty: 4219.342285
	Iteration 4Q: 3 clusters Score -552070.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -552128.312500 Penalty: 4219.342285
	Iteration 5Q: 3 clusters Score -552128.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -552170.375000 Penalty: 4219.342285
	Iteration 6Q: 3 clusters Score -552170.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -552215.437500 Penalty: 4219.342285
	Iteration 7Q: 3 clusters Score -552215.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -552248.812500 Penalty: 4219.342285
	Iteration 8Q: 3 clusters Score -552248.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -552289.500000 Penalty: 4219.342285
	Iteration 9Q: 3 clusters Score -552289.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -552325.125000 Penalty: 4219.342285
	Iteration 10Q: 3 clusters Score -552325.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -552360.312500 Penalty: 4219.342285
	Iteration 11Q: 3 clusters Score -552360.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -552389.562500 Penalty: 4219.342285
	Iteration 12Q: 3 clusters Score -552389.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -552416.500000 Penalty: 4219.342285
	Iteration 13Q: 3 clusters Score -552416.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -552442.750000 Penalty: 4219.342285
	Iteration 14Q: 3 clusters Score -552442.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -552466.062500 Penalty: 4219.342285
	Iteration 15Q: 3 clusters Score -552466.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -552489.312500 Penalty: 4219.342285
	Iteration 16Q: 3 clusters Score -552489.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -552509.250000 Penalty: 4219.342285
	Iteration 17Q: 3 clusters Score -552509.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -552523.250000 Penalty: 4219.342285
	Iteration 18Q: 3 clusters Score -552523.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -552536.187500 Penalty: 4219.342285
	Iteration 19Q: 3 clusters Score -552536.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -552552.812500 Penalty: 4219.342285
	Iteration 20F: 3 clusters Score -552552.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -552571.125000 Penalty: 4219.342285
	Iteration 21Q: 3 clusters Score -552571.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -552591.375000 Penalty: 4219.342285
	Iteration 22Q: 3 clusters Score -552591.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -552610.250000 Penalty: 4219.342285
	Iteration 23Q: 3 clusters Score -552610.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -552623.812500 Penalty: 4219.342285
	Iteration 24Q: 3 clusters Score -552623.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -552634.375000 Penalty: 4219.342285
	Iteration 25Q: 3 clusters Score -552634.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -552641.250000 Penalty: 4219.342285
	Iteration 26Q: 3 clusters Score -552641.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -552652.625000 Penalty: 4219.342285
	Iteration 27Q: 3 clusters Score -552652.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -552662.687500 Penalty: 4219.342285
	Iteration 28Q: 3 clusters Score -552662.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -552675.312500 Penalty: 4219.342285
	Iteration 29Q: 3 clusters Score -552675.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -552685.562500 Penalty: 4219.342285
	Iteration 30Q: 3 clusters Score -552685.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -552696.312500 Penalty: 4219.342285
	Iteration 31Q: 3 clusters Score -552696.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -552707.750000 Penalty: 4219.342285
	Iteration 32Q: 3 clusters Score -552707.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -552720.437500 Penalty: 4219.342285
	Iteration 33Q: 3 clusters Score -552720.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -552739.125000 Penalty: 4219.342285
	Iteration 34Q: 3 clusters Score -552739.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -552756.187500 Penalty: 4219.342285
	Iteration 35Q: 3 clusters Score -552756.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -552776.500000 Penalty: 4219.342285
	Iteration 36Q: 3 clusters Score -552776.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -552802.562500 Penalty: 4219.342285
	Iteration 37Q: 3 clusters Score -552802.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -552835.312500 Penalty: 4219.342285
	Iteration 38Q: 3 clusters Score -552835.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -552862.312500 Penalty: 4219.342285
	Iteration 39Q: 3 clusters Score -552862.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -552894.375000 Penalty: 4219.342285
	Iteration 40F: 3 clusters Score -552894.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -552936.250000 Penalty: 4219.342285
	Iteration 41Q: 3 clusters Score -552936.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -552974.437500 Penalty: 4219.342285
	Iteration 42Q: 3 clusters Score -552974.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -553007.625000 Penalty: 4219.342285
	Iteration 43Q: 3 clusters Score -553007.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -553035.062500 Penalty: 4219.342285
	Iteration 44Q: 3 clusters Score -553035.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -553058.937500 Penalty: 4219.342285
	Iteration 45Q: 3 clusters Score -553058.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -553079.437500 Penalty: 4219.342285
	Iteration 46Q: 3 clusters Score -553079.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -553100.375000 Penalty: 4219.342285
	Iteration 47Q: 3 clusters Score -553100.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -553123.187500 Penalty: 4219.342285
	Iteration 48Q: 3 clusters Score -553123.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -553147.250000 Penalty: 4219.342285
	Iteration 49Q: 3 clusters Score -553147.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -553169.062500 Penalty: 4219.342285
	Iteration 50Q: 3 clusters Score -553169.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -553189.312500 Penalty: 4219.342285
	Iteration 51Q: 3 clusters Score -553189.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -553207.250000 Penalty: 4219.342285
	Iteration 52Q: 3 clusters Score -553207.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -553222.812500 Penalty: 4219.342285
	Iteration 53Q: 3 clusters Score -553222.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -553239.312500 Penalty: 4219.342285
	Iteration 54Q: 3 clusters Score -553239.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -553250.375000 Penalty: 4219.342285
	Iteration 55Q: 3 clusters Score -553250.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -553263.812500 Penalty: 4219.342285
	Iteration 56Q: 3 clusters Score -553263.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -553275.750000 Penalty: 4219.342285
	Iteration 57Q: 3 clusters Score -553275.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -553280.250000 Penalty: 4219.342285
	Iteration 58Q: 3 clusters Score -553280.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -553289.562500 Penalty: 4219.342285
	Iteration 59Q: 3 clusters Score -553289.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -553298.312500 Penalty: 4219.342285
	Iteration 60F: 3 clusters Score -553298.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -553308.250000 Penalty: 4219.342285
	Iteration 61Q: 3 clusters Score -553308.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -553316.937500 Penalty: 4219.342285
	Iteration 62Q: 3 clusters Score -553316.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -553326.250000 Penalty: 4219.342285
	Iteration 63Q: 3 clusters Score -553326.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -553332.625000 Penalty: 4219.342285
	Iteration 64Q: 3 clusters Score -553332.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -553337.125000 Penalty: 4219.342285
	Iteration 65Q: 3 clusters Score -553337.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -553338.312500 Penalty: 4219.342285
	Iteration 66Q: 3 clusters Score -553338.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -553341.062500 Penalty: 4219.342285
	Iteration 67Q: 3 clusters Score -553341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -553346.000000 Penalty: 4219.342285
	Iteration 68Q: 3 clusters Score -553346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -553349.562500 Penalty: 4219.342285
	Iteration 69Q: 3 clusters Score -553349.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -553350.875000 Penalty: 4219.342285
	Iteration 70Q: 3 clusters Score -553350.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -553353.187500 Penalty: 4219.342285
	Iteration 71Q: 3 clusters Score -553353.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -553358.062500 Penalty: 4219.342285
	Iteration 72Q: 3 clusters Score -553358.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -553360.937500 Penalty: 4219.342285
	Iteration 73Q: 3 clusters Score -553360.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -553365.250000 Penalty: 4219.342285
	Iteration 74Q: 3 clusters Score -553365.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -553370.875000 Penalty: 4219.342285
	Iteration 75Q: 3 clusters Score -553370.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -553373.062500 Penalty: 4219.342285
	Iteration 76Q: 3 clusters Score -553373.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -553375.687500 Penalty: 4219.342285
	Iteration 77Q: 3 clusters Score -553375.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -553375.625000 Penalty: 4219.342285
	Iteration 78Q: 3 clusters Score -553375.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -553376.250000 Penalty: 4219.342285
	Iteration 79Q: 3 clusters Score -553376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -553377.000000 Penalty: 4219.342285
	Iteration 80F: 3 clusters Score -553377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -553377.687500 Penalty: 4219.342285
	Iteration 81Q: 3 clusters Score -553377.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -553378.875000 Penalty: 4219.342285
	Iteration 82Q: 3 clusters Score -553378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -553379.687500 Penalty: 4219.342285
	Iteration 83Q: 3 clusters Score -553379.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -553379.687500 Penalty: 4219.342285
	Iteration 84F: 3 clusters Score -553379.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -441237.875000 Penalty: 2065.874756
	Iteration 0F: 2 clusters Score -441237.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -437232.656250 Penalty: 4131.749512
	Iteration 0F: 3 clusters Score -437232.7 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -438092.468750 Penalty: 4131.749512
	Iteration 1F: 3 clusters Score -438092.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -438303.343750 Penalty: 4131.749512
	Iteration 2F: 3 clusters Score -438303.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -438474.125000 Penalty: 4131.749512
	Iteration 3F: 3 clusters Score -438474.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -438649.093750 Penalty: 4131.749512
	Iteration 4Q: 3 clusters Score -438649.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -438824.437500 Penalty: 4131.749512
	Iteration 5Q: 3 clusters Score -438824.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -439020.656250 Penalty: 4131.749512
	Iteration 6F: 3 clusters Score -439020.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -439196.625000 Penalty: 4131.749512
	Iteration 7Q: 3 clusters Score -439196.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -439336.093750 Penalty: 4131.749512
	Iteration 8Q: 3 clusters Score -439336.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -439454.031250 Penalty: 4131.749512
	Iteration 9Q: 3 clusters Score -439454 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -439544.500000 Penalty: 4131.749512
	Iteration 10Q: 3 clusters Score -439544.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -439604.468750 Penalty: 4131.749512
	Iteration 11Q: 3 clusters Score -439604.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -439654.750000 Penalty: 4131.749512
	Iteration 12Q: 3 clusters Score -439654.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -439699.781250 Penalty: 4131.749512
	Iteration 13Q: 3 clusters Score -439699.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -439737.656250 Penalty: 4131.749512
	Iteration 14Q: 3 clusters Score -439737.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -439763.531250 Penalty: 4131.749512
	Iteration 15Q: 3 clusters Score -439763.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -439795.500000 Penalty: 4131.749512
	Iteration 16Q: 3 clusters Score -439795.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -439813.031250 Penalty: 4131.749512
	Iteration 17Q: 3 clusters Score -439813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -439825.343750 Penalty: 4131.749512
	Iteration 18Q: 3 clusters Score -439825.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -439834.187500 Penalty: 4131.749512
	Iteration 19Q: 3 clusters Score -439834.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -439841.031250 Penalty: 4131.749512
	Iteration 20F: 3 clusters Score -439841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -439848.375000 Penalty: 4131.749512
	Iteration 21Q: 3 clusters Score -439848.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -439857.187500 Penalty: 4131.749512
	Iteration 22Q: 3 clusters Score -439857.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -439868.500000 Penalty: 4131.749512
	Iteration 23Q: 3 clusters Score -439868.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -439874.687500 Penalty: 4131.749512
	Iteration 24Q: 3 clusters Score -439874.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -439878.593750 Penalty: 4131.749512
	Iteration 25Q: 3 clusters Score -439878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -439883.000000 Penalty: 4131.749512
	Iteration 26Q: 3 clusters Score -439883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -439882.750000 Penalty: 4131.749512
	Iteration 27Q: 3 clusters Score -439882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -439882.750000 Penalty: 4131.749512
	Iteration 28F: 3 clusters Score -439882.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (148134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148134 members 
Entering Unmasked Estep 
Score: -16429863.000000 Penalty: 2952.656250
	Iteration 0F: 2 clusters Score -1.642986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 73654 members 
Entering Unmasked Estep 
Score: -16331218.000000 Penalty: 5905.312500
	Iteration 0F: 3 clusters Score -1.633122e+07 nChanged 70640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78064 members 
Mstep: Class 2 contains 70070 members 
Entering Unmasked Estep 
Score: -16372675.000000 Penalty: 5905.312500
	Iteration 1F: 3 clusters Score -1.637268e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80280 members 
Mstep: Class 2 contains 67854 members 
Entering Unmasked Estep 
Score: -16374088.000000 Penalty: 5905.312500
	Iteration 2Q: 3 clusters Score -1.637409e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83414 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -16376345.000000 Penalty: 5905.312500
	Iteration 3Q: 3 clusters Score -1.637634e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87762 members 
Mstep: Class 2 contains 60372 members 
Entering Unmasked Estep 
Score: -16379895.000000 Penalty: 5905.312500
	Iteration 4Q: 3 clusters Score -1.63799e+07 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93377 members 
Mstep: Class 2 contains 54757 members 
Entering Unmasked Estep 
Score: -16385094.000000 Penalty: 5905.312500
	Iteration 5Q: 3 clusters Score -1.638509e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99914 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -16391985.000000 Penalty: 5905.312500
	Iteration 6F: 3 clusters Score -1.639198e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106610 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -16398929.000000 Penalty: 5905.312500
	Iteration 7F: 3 clusters Score -1.639893e+07 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112991 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -16404983.000000 Penalty: 5905.312500
	Iteration 8F: 3 clusters Score -1.640498e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118536 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -16409807.000000 Penalty: 5905.312500
	Iteration 9Q: 3 clusters Score -1.640981e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123435 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -16413460.000000 Penalty: 5905.312500
	Iteration 10Q: 3 clusters Score -1.641346e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127763 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -16416322.000000 Penalty: 5905.312500
	Iteration 11Q: 3 clusters Score -1.641632e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131500 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -16418531.000000 Penalty: 5905.312500
	Iteration 12Q: 3 clusters Score -1.641853e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134812 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -16420432.000000 Penalty: 5905.312500
	Iteration 13Q: 3 clusters Score -1.642043e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137681 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -16422105.000000 Penalty: 5905.312500
	Iteration 14Q: 3 clusters Score -1.64221e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140017 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -16423483.000000 Penalty: 5905.312500
	Iteration 15Q: 3 clusters Score -1.642348e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141924 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -16424520.000000 Penalty: 5905.312500
	Iteration 16Q: 3 clusters Score -1.642452e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143339 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -16425216.000000 Penalty: 5905.312500
	Iteration 17Q: 3 clusters Score -1.642522e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144370 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -16425759.000000 Penalty: 5905.312500
	Iteration 18Q: 3 clusters Score -1.642576e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145139 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -16426133.000000 Penalty: 5905.312500
	Iteration 19Q: 3 clusters Score -1.642613e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145684 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -16426400.000000 Penalty: 5905.312500
	Iteration 20F: 3 clusters Score -1.64264e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146111 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -16426637.000000 Penalty: 5905.312500
	Iteration 21Q: 3 clusters Score -1.642664e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146408 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -16426800.000000 Penalty: 5905.312500
	Iteration 22Q: 3 clusters Score -1.64268e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146642 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -16426942.000000 Penalty: 5905.312500
	Iteration 23Q: 3 clusters Score -1.642694e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146799 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -16427031.000000 Penalty: 5905.312500
	Iteration 24Q: 3 clusters Score -1.642703e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146928 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -16427083.000000 Penalty: 5905.312500
	Iteration 25Q: 3 clusters Score -1.642708e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147018 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -16427159.000000 Penalty: 5905.312500
	Iteration 26Q: 3 clusters Score -1.642716e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147081 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -16427207.000000 Penalty: 5905.312500
	Iteration 27Q: 3 clusters Score -1.642721e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147145 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -16427231.000000 Penalty: 5905.312500
	Iteration 28Q: 3 clusters Score -1.642723e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147195 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -16427271.000000 Penalty: 5905.312500
	Iteration 29Q: 3 clusters Score -1.642727e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147228 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -16427266.000000 Penalty: 5905.312500
	Iteration 30Q: 3 clusters Score -1.642727e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147261 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -16427263.000000 Penalty: 5905.312500
	Iteration 31Q: 3 clusters Score -1.642726e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147287 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -16427276.000000 Penalty: 5905.312500
	Iteration 32Q: 3 clusters Score -1.642728e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147316 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -16427292.000000 Penalty: 5905.312500
	Iteration 33Q: 3 clusters Score -1.642729e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147329 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -16427325.000000 Penalty: 5905.312500
	Iteration 34Q: 3 clusters Score -1.642732e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147346 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -16427327.000000 Penalty: 5905.312500
	Iteration 35Q: 3 clusters Score -1.642733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147362 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -16427332.000000 Penalty: 5905.312500
	Iteration 36Q: 3 clusters Score -1.642733e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147371 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -16427342.000000 Penalty: 5905.312500
	Iteration 37Q: 3 clusters Score -1.642734e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147376 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -16427355.000000 Penalty: 5905.312500
	Iteration 38Q: 3 clusters Score -1.642736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147380 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -16427362.000000 Penalty: 5905.312500
	Iteration 39Q: 3 clusters Score -1.642736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147386 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -16427365.000000 Penalty: 5905.312500
	Iteration 40F: 3 clusters Score -1.642736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147394 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -16427365.000000 Penalty: 5905.312500
	Iteration 41Q: 3 clusters Score -1.642736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147400 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -16427366.000000 Penalty: 5905.312500
	Iteration 42Q: 3 clusters Score -1.642737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147402 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -16427381.000000 Penalty: 5905.312500
	Iteration 43Q: 3 clusters Score -1.642738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147403 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -16427377.000000 Penalty: 5905.312500
	Iteration 44Q: 3 clusters Score -1.642738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147403 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -16427377.000000 Penalty: 5905.312500
	Iteration 45F: 3 clusters Score -1.642738e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Entering Unmasked Estep 
Score: -102417.031250 Penalty: 1706.589966
	Iteration 0F: 2 clusters Score -102417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -100492.789062 Penalty: 3413.179932
	Iteration 0F: 3 clusters Score -100492.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -100774.875000 Penalty: 3413.179932
	Iteration 1F: 3 clusters Score -100774.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -100862.757812 Penalty: 3413.179932
	Iteration 2F: 3 clusters Score -100862.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100922.992188 Penalty: 3413.179932
	Iteration 3Q: 3 clusters Score -100923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -100958.039062 Penalty: 3413.179932
	Iteration 4Q: 3 clusters Score -100958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -100976.539062 Penalty: 3413.179932
	Iteration 5Q: 3 clusters Score -100976.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -100989.203125 Penalty: 3413.179932
	Iteration 6Q: 3 clusters Score -100989.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100996.742188 Penalty: 3413.179932
	Iteration 7Q: 3 clusters Score -100996.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -101003.453125 Penalty: 3413.179932
	Iteration 8Q: 3 clusters Score -101003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -101010.031250 Penalty: 3413.179932
	Iteration 9Q: 3 clusters Score -101010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -101019.039062 Penalty: 3413.179932
	Iteration 10Q: 3 clusters Score -101019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -101028.976562 Penalty: 3413.179932
	Iteration 11Q: 3 clusters Score -101029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101041.125000 Penalty: 3413.179932
	Iteration 12Q: 3 clusters Score -101041.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -101047.687500 Penalty: 3413.179932
	Iteration 13Q: 3 clusters Score -101047.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -101051.281250 Penalty: 3413.179932
	Iteration 14Q: 3 clusters Score -101051.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -101053.437500 Penalty: 3413.179932
	Iteration 15Q: 3 clusters Score -101053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101055.226562 Penalty: 3413.179932
	Iteration 16Q: 3 clusters Score -101055.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101057.234375 Penalty: 3413.179932
	Iteration 17Q: 3 clusters Score -101057.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -101062.437500 Penalty: 3413.179932
	Iteration 18Q: 3 clusters Score -101062.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -101070.320312 Penalty: 3413.179932
	Iteration 19Q: 3 clusters Score -101070.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -101075.101562 Penalty: 3413.179932
	Iteration 20F: 3 clusters Score -101075.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -101077.078125 Penalty: 3413.179932
	Iteration 21Q: 3 clusters Score -101077.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -101077.078125 Penalty: 3413.179932
	Iteration 22F: 3 clusters Score -101077.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -235619.078125 Penalty: 1905.255615
	Iteration 0F: 2 clusters Score -235619.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -232878.265625 Penalty: 3810.511230
	Iteration 0F: 3 clusters Score -232878.3 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -233374.906250 Penalty: 3810.511230
	Iteration 1F: 3 clusters Score -233374.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -233515.812500 Penalty: 3810.511230
	Iteration 2F: 3 clusters Score -233515.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -233567.968750 Penalty: 3810.511230
	Iteration 3Q: 3 clusters Score -233568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -233600.593750 Penalty: 3810.511230
	Iteration 4Q: 3 clusters Score -233600.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -233619.984375 Penalty: 3810.511230
	Iteration 5Q: 3 clusters Score -233620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -233637.828125 Penalty: 3810.511230
	Iteration 6Q: 3 clusters Score -233637.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -233651.312500 Penalty: 3810.511230
	Iteration 7Q: 3 clusters Score -233651.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -233664.593750 Penalty: 3810.511230
	Iteration 8Q: 3 clusters Score -233664.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -233672.953125 Penalty: 3810.511230
	Iteration 9Q: 3 clusters Score -233673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -233681.453125 Penalty: 3810.511230
	Iteration 10Q: 3 clusters Score -233681.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -233689.046875 Penalty: 3810.511230
	Iteration 11Q: 3 clusters Score -233689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -233692.296875 Penalty: 3810.511230
	Iteration 12Q: 3 clusters Score -233692.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -233695.171875 Penalty: 3810.511230
	Iteration 13Q: 3 clusters Score -233695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -233697.968750 Penalty: 3810.511230
	Iteration 14Q: 3 clusters Score -233698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -233699.734375 Penalty: 3810.511230
	Iteration 15Q: 3 clusters Score -233699.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -233701.640625 Penalty: 3810.511230
	Iteration 16Q: 3 clusters Score -233701.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -233701.640625 Penalty: 3810.511230
	Iteration 17F: 3 clusters Score -233701.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Entering Unmasked Estep 
Score: -1455693.375000 Penalty: 2346.101562
	Iteration 0F: 2 clusters Score -1455693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1446180.000000 Penalty: 4692.203125
	Iteration 0F: 3 clusters Score -1446180 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1449038.750000 Penalty: 4692.203125
	Iteration 1F: 3 clusters Score -1449039 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1449384.250000 Penalty: 4692.203125
	Iteration 2F: 3 clusters Score -1449384 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1449669.875000 Penalty: 4692.203125
	Iteration 3F: 3 clusters Score -1449670 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1449911.000000 Penalty: 4692.203125
	Iteration 4Q: 3 clusters Score -1449911 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1450140.875000 Penalty: 4692.203125
	Iteration 5Q: 3 clusters Score -1450141 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1450345.375000 Penalty: 4692.203125
	Iteration 6Q: 3 clusters Score -1450345 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1450579.375000 Penalty: 4692.203125
	Iteration 7Q: 3 clusters Score -1450579 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1450846.625000 Penalty: 4692.203125
	Iteration 8Q: 3 clusters Score -1450847 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1451135.875000 Penalty: 4692.203125
	Iteration 9Q: 3 clusters Score -1451136 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1451430.625000 Penalty: 4692.203125
	Iteration 10Q: 3 clusters Score -1451431 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1451716.500000 Penalty: 4692.203125
	Iteration 11Q: 3 clusters Score -1451716 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1451995.500000 Penalty: 4692.203125
	Iteration 12Q: 3 clusters Score -1451996 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1452287.750000 Penalty: 4692.203125
	Iteration 13Q: 3 clusters Score -1452288 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1452567.375000 Penalty: 4692.203125
	Iteration 14Q: 3 clusters Score -1452567 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1452753.250000 Penalty: 4692.203125
	Iteration 15Q: 3 clusters Score -1452753 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1452878.625000 Penalty: 4692.203125
	Iteration 16Q: 3 clusters Score -1452879 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1452966.125000 Penalty: 4692.203125
	Iteration 17Q: 3 clusters Score -1452966 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1453029.250000 Penalty: 4692.203125
	Iteration 18Q: 3 clusters Score -1453029 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1453089.125000 Penalty: 4692.203125
	Iteration 19Q: 3 clusters Score -1453089 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1453131.625000 Penalty: 4692.203125
	Iteration 20F: 3 clusters Score -1453132 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1453180.875000 Penalty: 4692.203125
	Iteration 21Q: 3 clusters Score -1453181 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1453230.375000 Penalty: 4692.203125
	Iteration 22Q: 3 clusters Score -1453230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1453264.000000 Penalty: 4692.203125
	Iteration 23Q: 3 clusters Score -1453264 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1453296.625000 Penalty: 4692.203125
	Iteration 24Q: 3 clusters Score -1453297 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1453327.000000 Penalty: 4692.203125
	Iteration 25Q: 3 clusters Score -1453327 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1453342.875000 Penalty: 4692.203125
	Iteration 26Q: 3 clusters Score -1453343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1453364.250000 Penalty: 4692.203125
	Iteration 27Q: 3 clusters Score -1453364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1453384.875000 Penalty: 4692.203125
	Iteration 28Q: 3 clusters Score -1453385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1453404.500000 Penalty: 4692.203125
	Iteration 29Q: 3 clusters Score -1453404 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1453422.500000 Penalty: 4692.203125
	Iteration 30Q: 3 clusters Score -1453422 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1453442.875000 Penalty: 4692.203125
	Iteration 31Q: 3 clusters Score -1453443 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1453467.250000 Penalty: 4692.203125
	Iteration 32Q: 3 clusters Score -1453467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1453481.625000 Penalty: 4692.203125
	Iteration 33Q: 3 clusters Score -1453482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1453489.625000 Penalty: 4692.203125
	Iteration 34Q: 3 clusters Score -1453490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1453503.250000 Penalty: 4692.203125
	Iteration 35Q: 3 clusters Score -1453503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1453512.000000 Penalty: 4692.203125
	Iteration 36Q: 3 clusters Score -1453512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1453523.750000 Penalty: 4692.203125
	Iteration 37Q: 3 clusters Score -1453524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1453529.250000 Penalty: 4692.203125
	Iteration 38Q: 3 clusters Score -1453529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1453534.250000 Penalty: 4692.203125
	Iteration 39Q: 3 clusters Score -1453534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1453539.250000 Penalty: 4692.203125
	Iteration 40F: 3 clusters Score -1453539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1453546.500000 Penalty: 4692.203125
	Iteration 41Q: 3 clusters Score -1453546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1453553.500000 Penalty: 4692.203125
	Iteration 42Q: 3 clusters Score -1453554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1453556.500000 Penalty: 4692.203125
	Iteration 43Q: 3 clusters Score -1453556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1453558.750000 Penalty: 4692.203125
	Iteration 44Q: 3 clusters Score -1453559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1453563.625000 Penalty: 4692.203125
	Iteration 45Q: 3 clusters Score -1453564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1453565.375000 Penalty: 4692.203125
	Iteration 46Q: 3 clusters Score -1453565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1453576.750000 Penalty: 4692.203125
	Iteration 47Q: 3 clusters Score -1453577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1453582.000000 Penalty: 4692.203125
	Iteration 48Q: 3 clusters Score -1453582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1453583.250000 Penalty: 4692.203125
	Iteration 49Q: 3 clusters Score -1453583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1453583.500000 Penalty: 4692.203125
	Iteration 50Q: 3 clusters Score -1453584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1453588.375000 Penalty: 4692.203125
	Iteration 51Q: 3 clusters Score -1453588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1453591.125000 Penalty: 4692.203125
	Iteration 52Q: 3 clusters Score -1453591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1453591.875000 Penalty: 4692.203125
	Iteration 53Q: 3 clusters Score -1453592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1453592.500000 Penalty: 4692.203125
	Iteration 54Q: 3 clusters Score -1453592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1453596.750000 Penalty: 4692.203125
	Iteration 55Q: 3 clusters Score -1453597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1453599.500000 Penalty: 4692.203125
	Iteration 56Q: 3 clusters Score -1453600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1453598.250000 Penalty: 4692.203125
	Iteration 57Q: 3 clusters Score -1453598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1453601.000000 Penalty: 4692.203125
	Iteration 58Q: 3 clusters Score -1453601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1453606.250000 Penalty: 4692.203125
	Iteration 59Q: 3 clusters Score -1453606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1453608.000000 Penalty: 4692.203125
	Iteration 60F: 3 clusters Score -1453608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1453610.625000 Penalty: 4692.203125
	Iteration 61Q: 3 clusters Score -1453611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1453610.625000 Penalty: 4692.203125
	Iteration 62F: 3 clusters Score -1453611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -180143.703125 Penalty: 1872.041870
	Iteration 0F: 2 clusters Score -180143.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -177617.046875 Penalty: 3744.083740
	Iteration 0F: 3 clusters Score -177617 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -178426.140625 Penalty: 3744.083740
	Iteration 1F: 3 clusters Score -178426.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -179271.375000 Penalty: 3744.083740
	Iteration 2F: 3 clusters Score -179271.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -179990.078125 Penalty: 3744.083740
	Iteration 3F: 3 clusters Score -179990.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -180504.765625 Penalty: 3744.083740
	Iteration 4F: 3 clusters Score -180504.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -180747.093750 Penalty: 3744.083740
	Iteration 5F: 3 clusters Score -180747.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -181021.437500 Penalty: 3744.083740
	Iteration 6Q: 3 clusters Score -181021.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -181180.218750 Penalty: 3744.083740
	Iteration 7Q: 3 clusters Score -181180.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -181258.515625 Penalty: 3744.083740
	Iteration 8Q: 3 clusters Score -181258.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -181353.468750 Penalty: 3744.083740
	Iteration 9Q: 3 clusters Score -181353.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -181499.156250 Penalty: 3744.083740
	Iteration 10Q: 3 clusters Score -181499.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -181686.296875 Penalty: 3744.083740
	Iteration 11Q: 3 clusters Score -181686.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -181855.671875 Penalty: 3744.083740
	Iteration 12Q: 3 clusters Score -181855.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -181960.609375 Penalty: 3744.083740
	Iteration 13Q: 3 clusters Score -181960.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -182009.140625 Penalty: 3744.083740
	Iteration 14Q: 3 clusters Score -182009.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -182152.125000 Penalty: 3744.083740
	Iteration 15Q: 3 clusters Score -182152.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -182214.468750 Penalty: 3744.083740
	Iteration 16Q: 3 clusters Score -182214.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -182228.140625 Penalty: 3744.083740
	Iteration 17Q: 3 clusters Score -182228.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -182228.140625 Penalty: 3744.083740
	Iteration 18F: 3 clusters Score -182228.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 255590 members 
Mstep: Class 2 contains 112014 members 
Mstep: Class 3 contains 54865 members 
Mstep: Class 4 contains 37798 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 47761 members 
Mstep: Class 7 contains 32099 members 
Mstep: Class 8 contains 4948 members 
Mstep: Class 9 contains 4147 members 
Mstep: Class 10 contains 148134 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 12837 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 28606 members 
Mstep: Class 16 contains 84192 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 7697 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 2675 members 
Mstep: Class 21 contains 8842 members 
Mstep: Class 22 contains 6900 members 
Mstep: Class 23 contains 18975 members 
Mstep: Class 24 contains 1264 members 
Entering Unmasked Estep 
Score: -98019688.000000 Penalty: 81609.500000
Splitting cluster 14 changes total score from -98020176.000000 to -98019688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (28606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Entering Unmasked Estep 
Score: -2988121.500000 Penalty: 2544.820068
	Iteration 0F: 2 clusters Score -2988122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2968349.000000 Penalty: 5089.640137
	Iteration 0F: 3 clusters Score -2968349 nChanged 12881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2975818.750000 Penalty: 5089.640137
	Iteration 1F: 3 clusters Score -2975819 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2976417.500000 Penalty: 5089.640137
	Iteration 2F: 3 clusters Score -2976418 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2977097.250000 Penalty: 5089.640137
	Iteration 3F: 3 clusters Score -2977097 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2977770.250000 Penalty: 5089.640137
	Iteration 4Q: 3 clusters Score -2977770 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2978549.000000 Penalty: 5089.640137
	Iteration 5F: 3 clusters Score -2978549 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2979394.750000 Penalty: 5089.640137
	Iteration 6F: 3 clusters Score -2979395 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2980110.250000 Penalty: 5089.640137
	Iteration 7Q: 3 clusters Score -2980110 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2980718.750000 Penalty: 5089.640137
	Iteration 8Q: 3 clusters Score -2980719 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2981183.000000 Penalty: 5089.640137
	Iteration 9Q: 3 clusters Score -2981183 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2981543.750000 Penalty: 5089.640137
	Iteration 10Q: 3 clusters Score -2981544 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2981877.500000 Penalty: 5089.640137
	Iteration 11Q: 3 clusters Score -2981878 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2982180.250000 Penalty: 5089.640137
	Iteration 12Q: 3 clusters Score -2982180 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2982481.750000 Penalty: 5089.640137
	Iteration 13Q: 3 clusters Score -2982482 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2982815.500000 Penalty: 5089.640137
	Iteration 14Q: 3 clusters Score -2982816 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2983181.250000 Penalty: 5089.640137
	Iteration 15Q: 3 clusters Score -2983181 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2983570.500000 Penalty: 5089.640137
	Iteration 16Q: 3 clusters Score -2983570 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2984034.000000 Penalty: 5089.640137
	Iteration 17Q: 3 clusters Score -2984034 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2984499.000000 Penalty: 5089.640137
	Iteration 18Q: 3 clusters Score -2984499 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2984902.250000 Penalty: 5089.640137
	Iteration 19Q: 3 clusters Score -2984902 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2985140.500000 Penalty: 5089.640137
	Iteration 20F: 3 clusters Score -2985140 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2985318.000000 Penalty: 5089.640137
	Iteration 21Q: 3 clusters Score -2985318 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2985444.500000 Penalty: 5089.640137
	Iteration 22Q: 3 clusters Score -2985444 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2985544.000000 Penalty: 5089.640137
	Iteration 23Q: 3 clusters Score -2985544 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2985636.000000 Penalty: 5089.640137
	Iteration 24Q: 3 clusters Score -2985636 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2985729.250000 Penalty: 5089.640137
	Iteration 25Q: 3 clusters Score -2985729 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2985822.750000 Penalty: 5089.640137
	Iteration 26Q: 3 clusters Score -2985823 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2985916.750000 Penalty: 5089.640137
	Iteration 27Q: 3 clusters Score -2985917 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2986006.750000 Penalty: 5089.640137
	Iteration 28Q: 3 clusters Score -2986007 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -2986096.750000 Penalty: 5089.640137
	Iteration 29Q: 3 clusters Score -2986097 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2986193.750000 Penalty: 5089.640137
	Iteration 30Q: 3 clusters Score -2986194 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2986272.750000 Penalty: 5089.640137
	Iteration 31Q: 3 clusters Score -2986273 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2986360.500000 Penalty: 5089.640137
	Iteration 32Q: 3 clusters Score -2986360 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2986426.500000 Penalty: 5089.640137
	Iteration 33Q: 3 clusters Score -2986426 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2986493.750000 Penalty: 5089.640137
	Iteration 34Q: 3 clusters Score -2986494 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2986535.500000 Penalty: 5089.640137
	Iteration 35Q: 3 clusters Score -2986536 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2986583.500000 Penalty: 5089.640137
	Iteration 36Q: 3 clusters Score -2986584 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2986626.750000 Penalty: 5089.640137
	Iteration 37Q: 3 clusters Score -2986627 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2986648.750000 Penalty: 5089.640137
	Iteration 38Q: 3 clusters Score -2986649 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2986662.500000 Penalty: 5089.640137
	Iteration 39Q: 3 clusters Score -2986662 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2986665.500000 Penalty: 5089.640137
	Iteration 40F: 3 clusters Score -2986666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2986692.000000 Penalty: 5089.640137
	Iteration 41Q: 3 clusters Score -2986692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2986702.500000 Penalty: 5089.640137
	Iteration 42Q: 3 clusters Score -2986702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2986724.000000 Penalty: 5089.640137
	Iteration 43Q: 3 clusters Score -2986724 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2986739.750000 Penalty: 5089.640137
	Iteration 44Q: 3 clusters Score -2986740 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2986763.500000 Penalty: 5089.640137
	Iteration 45Q: 3 clusters Score -2986764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2986770.250000 Penalty: 5089.640137
	Iteration 46Q: 3 clusters Score -2986770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2986777.250000 Penalty: 5089.640137
	Iteration 47Q: 3 clusters Score -2986777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2986784.500000 Penalty: 5089.640137
	Iteration 48Q: 3 clusters Score -2986784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2986787.500000 Penalty: 5089.640137
	Iteration 49Q: 3 clusters Score -2986788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2986797.750000 Penalty: 5089.640137
	Iteration 50Q: 3 clusters Score -2986798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2986807.750000 Penalty: 5089.640137
	Iteration 51Q: 3 clusters Score -2986808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2986807.750000 Penalty: 5089.640137
	Iteration 52Q: 3 clusters Score -2986808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2986814.000000 Penalty: 5089.640137
	Iteration 53Q: 3 clusters Score -2986814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2986816.250000 Penalty: 5089.640137
	Iteration 54Q: 3 clusters Score -2986816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2986812.750000 Penalty: 5089.640137
	Iteration 55Q: 3 clusters Score -2986813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2986815.500000 Penalty: 5089.640137
	Iteration 56Q: 3 clusters Score -2986816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2986819.500000 Penalty: 5089.640137
	Iteration 57Q: 3 clusters Score -2986820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2986821.750000 Penalty: 5089.640137
	Iteration 58Q: 3 clusters Score -2986822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -2986820.000000 Penalty: 5089.640137
	Iteration 59Q: 3 clusters Score -2986820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2986823.500000 Penalty: 5089.640137
	Iteration 60F: 3 clusters Score -2986824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2986831.500000 Penalty: 5089.640137
	Iteration 61Q: 3 clusters Score -2986832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2986827.000000 Penalty: 5089.640137
	Iteration 62Q: 3 clusters Score -2986827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2986826.000000 Penalty: 5089.640137
	Iteration 63Q: 3 clusters Score -2986826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2986829.250000 Penalty: 5089.640137
	Iteration 64Q: 3 clusters Score -2986829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2986831.750000 Penalty: 5089.640137
	Iteration 65Q: 3 clusters Score -2986832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2986836.250000 Penalty: 5089.640137
	Iteration 66Q: 3 clusters Score -2986836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2986837.250000 Penalty: 5089.640137
	Iteration 67Q: 3 clusters Score -2986837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2986839.000000 Penalty: 5089.640137
	Iteration 68Q: 3 clusters Score -2986839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2986837.000000 Penalty: 5089.640137
	Iteration 69Q: 3 clusters Score -2986837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2986834.750000 Penalty: 5089.640137
	Iteration 70Q: 3 clusters Score -2986835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2986837.750000 Penalty: 5089.640137
	Iteration 71Q: 3 clusters Score -2986838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2986837.750000 Penalty: 5089.640137
	Iteration 72Q: 3 clusters Score -2986838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2986844.500000 Penalty: 5089.640137
	Iteration 73Q: 3 clusters Score -2986844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2986846.000000 Penalty: 5089.640137
	Iteration 74Q: 3 clusters Score -2986846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2986842.500000 Penalty: 5089.640137
	Iteration 75Q: 3 clusters Score -2986842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2986839.000000 Penalty: 5089.640137
	Iteration 76Q: 3 clusters Score -2986839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2986840.250000 Penalty: 5089.640137
	Iteration 77Q: 3 clusters Score -2986840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2986844.000000 Penalty: 5089.640137
	Iteration 78Q: 3 clusters Score -2986844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2986844.750000 Penalty: 5089.640137
	Iteration 79Q: 3 clusters Score -2986845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2986839.750000 Penalty: 5089.640137
	Iteration 80F: 3 clusters Score -2986840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2986842.500000 Penalty: 5089.640137
	Iteration 81Q: 3 clusters Score -2986842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2986841.500000 Penalty: 5089.640137
	Iteration 82Q: 3 clusters Score -2986842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2986845.750000 Penalty: 5089.640137
	Iteration 83Q: 3 clusters Score -2986846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2986844.750000 Penalty: 5089.640137
	Iteration 84Q: 3 clusters Score -2986845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2986845.250000 Penalty: 5089.640137
	Iteration 85Q: 3 clusters Score -2986845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2986845.250000 Penalty: 5089.640137
	Iteration 86F: 3 clusters Score -2986845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (84192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84192 members 
Entering Unmasked Estep 
Score: -9534422.000000 Penalty: 2812.532227
	Iteration 0F: 2 clusters Score -9534422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -9478116.000000 Penalty: 5625.064453
	Iteration 0F: 3 clusters Score -9478116 nChanged 39618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -9500301.000000 Penalty: 5625.064453
	Iteration 1F: 3 clusters Score -9500301 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -9500914.000000 Penalty: 5625.064453
	Iteration 2Q: 3 clusters Score -9500914 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -9501505.000000 Penalty: 5625.064453
	Iteration 3Q: 3 clusters Score -9501505 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -9502255.000000 Penalty: 5625.064453
	Iteration 4Q: 3 clusters Score -9502255 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -9503235.000000 Penalty: 5625.064453
	Iteration 5Q: 3 clusters Score -9503235 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -9504463.000000 Penalty: 5625.064453
	Iteration 6Q: 3 clusters Score -9504463 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -9506206.000000 Penalty: 5625.064453
	Iteration 7Q: 3 clusters Score -9506206 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -9508627.000000 Penalty: 5625.064453
	Iteration 8F: 3 clusters Score -9508627 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -9511865.000000 Penalty: 5625.064453
	Iteration 9F: 3 clusters Score -9511865 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -9515617.000000 Penalty: 5625.064453
	Iteration 10F: 3 clusters Score -9515617 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -9518791.000000 Penalty: 5625.064453
	Iteration 11F: 3 clusters Score -9518791 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -9520696.000000 Penalty: 5625.064453
	Iteration 12Q: 3 clusters Score -9520696 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -9521493.000000 Penalty: 5625.064453
	Iteration 13Q: 3 clusters Score -9521493 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -9521904.000000 Penalty: 5625.064453
	Iteration 14Q: 3 clusters Score -9521904 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -9522264.000000 Penalty: 5625.064453
	Iteration 15Q: 3 clusters Score -9522264 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -9522575.000000 Penalty: 5625.064453
	Iteration 16Q: 3 clusters Score -9522575 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -9522909.000000 Penalty: 5625.064453
	Iteration 17Q: 3 clusters Score -9522909 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -9523202.000000 Penalty: 5625.064453
	Iteration 18Q: 3 clusters Score -9523202 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -9523510.000000 Penalty: 5625.064453
	Iteration 19Q: 3 clusters Score -9523510 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 56179 members 
Entering Unmasked Estep 
Score: -9523851.000000 Penalty: 5625.064453
	Iteration 20F: 3 clusters Score -9523851 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 57401 members 
Entering Unmasked Estep 
Score: -9524226.000000 Penalty: 5625.064453
	Iteration 21Q: 3 clusters Score -9524226 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 58590 members 
Entering Unmasked Estep 
Score: -9524597.000000 Penalty: 5625.064453
	Iteration 22Q: 3 clusters Score -9524597 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 59750 members 
Entering Unmasked Estep 
Score: -9524954.000000 Penalty: 5625.064453
	Iteration 23Q: 3 clusters Score -9524954 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -9525301.000000 Penalty: 5625.064453
	Iteration 24Q: 3 clusters Score -9525301 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 62106 members 
Entering Unmasked Estep 
Score: -9525681.000000 Penalty: 5625.064453
	Iteration 25Q: 3 clusters Score -9525681 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -9525979.000000 Penalty: 5625.064453
	Iteration 26Q: 3 clusters Score -9525979 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -9526431.000000 Penalty: 5625.064453
	Iteration 27Q: 3 clusters Score -9526431 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -9526815.000000 Penalty: 5625.064453
	Iteration 28Q: 3 clusters Score -9526815 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 67016 members 
Entering Unmasked Estep 
Score: -9527242.000000 Penalty: 5625.064453
	Iteration 29Q: 3 clusters Score -9527242 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -9527683.000000 Penalty: 5625.064453
	Iteration 30Q: 3 clusters Score -9527683 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 69302 members 
Entering Unmasked Estep 
Score: -9528080.000000 Penalty: 5625.064453
	Iteration 31Q: 3 clusters Score -9528080 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 70383 members 
Entering Unmasked Estep 
Score: -9528385.000000 Penalty: 5625.064453
	Iteration 32Q: 3 clusters Score -9528385 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 71411 members 
Entering Unmasked Estep 
Score: -9528781.000000 Penalty: 5625.064453
	Iteration 33Q: 3 clusters Score -9528781 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -9529202.000000 Penalty: 5625.064453
	Iteration 34Q: 3 clusters Score -9529202 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -9529521.000000 Penalty: 5625.064453
	Iteration 35Q: 3 clusters Score -9529521 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 74237 members 
Entering Unmasked Estep 
Score: -9529900.000000 Penalty: 5625.064453
	Iteration 36Q: 3 clusters Score -9529900 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 75060 members 
Entering Unmasked Estep 
Score: -9530296.000000 Penalty: 5625.064453
	Iteration 37Q: 3 clusters Score -9530296 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 75824 members 
Entering Unmasked Estep 
Score: -9530617.000000 Penalty: 5625.064453
	Iteration 38Q: 3 clusters Score -9530617 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -9530887.000000 Penalty: 5625.064453
	Iteration 39Q: 3 clusters Score -9530887 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 77165 members 
Entering Unmasked Estep 
Score: -9531163.000000 Penalty: 5625.064453
	Iteration 40F: 3 clusters Score -9531163 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -9531450.000000 Penalty: 5625.064453
	Iteration 41Q: 3 clusters Score -9531450 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 78188 members 
Entering Unmasked Estep 
Score: -9531693.000000 Penalty: 5625.064453
	Iteration 42Q: 3 clusters Score -9531693 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 78593 members 
Entering Unmasked Estep 
Score: -9531871.000000 Penalty: 5625.064453
	Iteration 43Q: 3 clusters Score -9531871 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 78947 members 
Entering Unmasked Estep 
Score: -9531985.000000 Penalty: 5625.064453
	Iteration 44Q: 3 clusters Score -9531985 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 79266 members 
Entering Unmasked Estep 
Score: -9532098.000000 Penalty: 5625.064453
	Iteration 45Q: 3 clusters Score -9532098 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -9532215.000000 Penalty: 5625.064453
	Iteration 46Q: 3 clusters Score -9532215 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 79814 members 
Entering Unmasked Estep 
Score: -9532305.000000 Penalty: 5625.064453
	Iteration 47Q: 3 clusters Score -9532305 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -9532343.000000 Penalty: 5625.064453
	Iteration 48Q: 3 clusters Score -9532343 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 80149 members 
Entering Unmasked Estep 
Score: -9532378.000000 Penalty: 5625.064453
	Iteration 49Q: 3 clusters Score -9532378 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 80291 members 
Entering Unmasked Estep 
Score: -9532414.000000 Penalty: 5625.064453
	Iteration 50Q: 3 clusters Score -9532414 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -9532424.000000 Penalty: 5625.064453
	Iteration 51Q: 3 clusters Score -9532424 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -9532448.000000 Penalty: 5625.064453
	Iteration 52Q: 3 clusters Score -9532448 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -9532473.000000 Penalty: 5625.064453
	Iteration 53Q: 3 clusters Score -9532473 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
Score: -9532498.000000 Penalty: 5625.064453
	Iteration 54Q: 3 clusters Score -9532498 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 80796 members 
Entering Unmasked Estep 
Score: -9532516.000000 Penalty: 5625.064453
	Iteration 55Q: 3 clusters Score -9532516 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 80865 members 
Entering Unmasked Estep 
Score: -9532508.000000 Penalty: 5625.064453
	Iteration 56Q: 3 clusters Score -9532508 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 80939 members 
Entering Unmasked Estep 
Score: -9532519.000000 Penalty: 5625.064453
	Iteration 57Q: 3 clusters Score -9532519 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -9532543.000000 Penalty: 5625.064453
	Iteration 58Q: 3 clusters Score -9532543 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 81063 members 
Entering Unmasked Estep 
Score: -9532556.000000 Penalty: 5625.064453
	Iteration 59Q: 3 clusters Score -9532556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 81125 members 
Entering Unmasked Estep 
Score: -9532589.000000 Penalty: 5625.064453
	Iteration 60F: 3 clusters Score -9532589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 81177 members 
Entering Unmasked Estep 
Score: -9532598.000000 Penalty: 5625.064453
	Iteration 61Q: 3 clusters Score -9532598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 81228 members 
Entering Unmasked Estep 
Score: -9532612.000000 Penalty: 5625.064453
	Iteration 62Q: 3 clusters Score -9532612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 81279 members 
Entering Unmasked Estep 
Score: -9532635.000000 Penalty: 5625.064453
	Iteration 63Q: 3 clusters Score -9532635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 81319 members 
Entering Unmasked Estep 
Score: -9532623.000000 Penalty: 5625.064453
	Iteration 64Q: 3 clusters Score -9532623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -9532646.000000 Penalty: 5625.064453
	Iteration 65Q: 3 clusters Score -9532646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 81373 members 
Entering Unmasked Estep 
Score: -9532643.000000 Penalty: 5625.064453
	Iteration 66Q: 3 clusters Score -9532643 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 81399 members 
Entering Unmasked Estep 
Score: -9532652.000000 Penalty: 5625.064453
	Iteration 67Q: 3 clusters Score -9532652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 81422 members 
Entering Unmasked Estep 
Score: -9532664.000000 Penalty: 5625.064453
	Iteration 68Q: 3 clusters Score -9532664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 81446 members 
Entering Unmasked Estep 
Score: -9532666.000000 Penalty: 5625.064453
	Iteration 69Q: 3 clusters Score -9532666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 81465 members 
Entering Unmasked Estep 
Score: -9532667.000000 Penalty: 5625.064453
	Iteration 70Q: 3 clusters Score -9532667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 81485 members 
Entering Unmasked Estep 
Score: -9532689.000000 Penalty: 5625.064453
	Iteration 71Q: 3 clusters Score -9532689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 81502 members 
Entering Unmasked Estep 
Score: -9532677.000000 Penalty: 5625.064453
	Iteration 72Q: 3 clusters Score -9532677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 81518 members 
Entering Unmasked Estep 
Score: -9532679.000000 Penalty: 5625.064453
	Iteration 73Q: 3 clusters Score -9532679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 81532 members 
Entering Unmasked Estep 
Score: -9532686.000000 Penalty: 5625.064453
	Iteration 74Q: 3 clusters Score -9532686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 81546 members 
Entering Unmasked Estep 
Score: -9532680.000000 Penalty: 5625.064453
	Iteration 75Q: 3 clusters Score -9532680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 81569 members 
Entering Unmasked Estep 
Score: -9532682.000000 Penalty: 5625.064453
	Iteration 76Q: 3 clusters Score -9532682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 81590 members 
Entering Unmasked Estep 
Score: -9532686.000000 Penalty: 5625.064453
	Iteration 77Q: 3 clusters Score -9532686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 81606 members 
Entering Unmasked Estep 
Score: -9532699.000000 Penalty: 5625.064453
	Iteration 78Q: 3 clusters Score -9532699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 81620 members 
Entering Unmasked Estep 
Score: -9532704.000000 Penalty: 5625.064453
	Iteration 79Q: 3 clusters Score -9532704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 81644 members 
Entering Unmasked Estep 
Score: -9532722.000000 Penalty: 5625.064453
	Iteration 80F: 3 clusters Score -9532722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 81668 members 
Entering Unmasked Estep 
Score: -9532716.000000 Penalty: 5625.064453
	Iteration 81Q: 3 clusters Score -9532716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -9532715.000000 Penalty: 5625.064453
	Iteration 82Q: 3 clusters Score -9532715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 81719 members 
Entering Unmasked Estep 
Score: -9532718.000000 Penalty: 5625.064453
	Iteration 83Q: 3 clusters Score -9532718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 81736 members 
Entering Unmasked Estep 
Score: -9532716.000000 Penalty: 5625.064453
	Iteration 84Q: 3 clusters Score -9532716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 81747 members 
Entering Unmasked Estep 
Score: -9532720.000000 Penalty: 5625.064453
	Iteration 85Q: 3 clusters Score -9532720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 81758 members 
Entering Unmasked Estep 
Score: -9532721.000000 Penalty: 5625.064453
	Iteration 86Q: 3 clusters Score -9532721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 81765 members 
Entering Unmasked Estep 
Score: -9532725.000000 Penalty: 5625.064453
	Iteration 87Q: 3 clusters Score -9532725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 81775 members 
Entering Unmasked Estep 
Score: -9532720.000000 Penalty: 5625.064453
	Iteration 88Q: 3 clusters Score -9532720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 81790 members 
Entering Unmasked Estep 
Score: -9532716.000000 Penalty: 5625.064453
	Iteration 89Q: 3 clusters Score -9532716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 81809 members 
Entering Unmasked Estep 
Score: -9532725.000000 Penalty: 5625.064453
	Iteration 90Q: 3 clusters Score -9532725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 81835 members 
Entering Unmasked Estep 
Score: -9532720.000000 Penalty: 5625.064453
	Iteration 91Q: 3 clusters Score -9532720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 81853 members 
Entering Unmasked Estep 
Score: -9532732.000000 Penalty: 5625.064453
	Iteration 92Q: 3 clusters Score -9532732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 81874 members 
Entering Unmasked Estep 
Score: -9532733.000000 Penalty: 5625.064453
	Iteration 93Q: 3 clusters Score -9532733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 81890 members 
Entering Unmasked Estep 
Score: -9532734.000000 Penalty: 5625.064453
	Iteration 94Q: 3 clusters Score -9532734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
Score: -9532739.000000 Penalty: 5625.064453
	Iteration 95Q: 3 clusters Score -9532739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 81920 members 
Entering Unmasked Estep 
Score: -9532730.000000 Penalty: 5625.064453
	Iteration 96Q: 3 clusters Score -9532730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 81932 members 
Entering Unmasked Estep 
Score: -9532727.000000 Penalty: 5625.064453
	Iteration 97Q: 3 clusters Score -9532727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 81940 members 
Entering Unmasked Estep 
Score: -9532722.000000 Penalty: 5625.064453
	Iteration 98Q: 3 clusters Score -9532722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 81948 members 
Entering Unmasked Estep 
Score: -9532713.000000 Penalty: 5625.064453
	Iteration 99Q: 3 clusters Score -9532713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 81955 members 
Entering Unmasked Estep 
Score: -9532720.000000 Penalty: 5625.064453
	Iteration 100F: 3 clusters Score -9532720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 81960 members 
Entering Unmasked Estep 
Score: -9532729.000000 Penalty: 5625.064453
	Iteration 101Q: 3 clusters Score -9532729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 81962 members 
Entering Unmasked Estep 
Score: -9532727.000000 Penalty: 5625.064453
	Iteration 102Q: 3 clusters Score -9532727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 81962 members 
Entering Unmasked Estep 
Score: -9532727.000000 Penalty: 5625.064453
	Iteration 103F: 3 clusters Score -9532727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Entering Unmasked Estep 
Score: -2827380.750000 Penalty: 2512.769775
	Iteration 0F: 2 clusters Score -2827381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2809987.000000 Penalty: 5025.539551
	Iteration 0F: 3 clusters Score -2809987 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2816019.250000 Penalty: 5025.539551
	Iteration 1F: 3 clusters Score -2816019 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2816521.000000 Penalty: 5025.539551
	Iteration 2F: 3 clusters Score -2816521 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2817090.000000 Penalty: 5025.539551
	Iteration 3F: 3 clusters Score -2817090 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2817706.500000 Penalty: 5025.539551
	Iteration 4F: 3 clusters Score -2817706 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2818500.250000 Penalty: 5025.539551
	Iteration 5F: 3 clusters Score -2818500 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2819481.750000 Penalty: 5025.539551
	Iteration 6F: 3 clusters Score -2819482 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2820725.000000 Penalty: 5025.539551
	Iteration 7F: 3 clusters Score -2820725 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2822196.000000 Penalty: 5025.539551
	Iteration 8F: 3 clusters Score -2822196 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2823530.250000 Penalty: 5025.539551
	Iteration 9F: 3 clusters Score -2823530 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2824497.000000 Penalty: 5025.539551
	Iteration 10Q: 3 clusters Score -2824497 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -2825062.000000 Penalty: 5025.539551
	Iteration 11Q: 3 clusters Score -2825062 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -2825343.500000 Penalty: 5025.539551
	Iteration 12Q: 3 clusters Score -2825344 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -2825484.000000 Penalty: 5025.539551
	Iteration 13Q: 3 clusters Score -2825484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -2825527.750000 Penalty: 5025.539551
	Iteration 14Q: 3 clusters Score -2825528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -2825557.000000 Penalty: 5025.539551
	Iteration 15Q: 3 clusters Score -2825557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -2825582.000000 Penalty: 5025.539551
	Iteration 16Q: 3 clusters Score -2825582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -2825602.500000 Penalty: 5025.539551
	Iteration 17Q: 3 clusters Score -2825602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -2825613.500000 Penalty: 5025.539551
	Iteration 18Q: 3 clusters Score -2825614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -2825626.250000 Penalty: 5025.539551
	Iteration 19Q: 3 clusters Score -2825626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -2825631.250000 Penalty: 5025.539551
	Iteration 20F: 3 clusters Score -2825631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -2825642.750000 Penalty: 5025.539551
	Iteration 21Q: 3 clusters Score -2825643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -2825648.500000 Penalty: 5025.539551
	Iteration 22Q: 3 clusters Score -2825648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -2825656.500000 Penalty: 5025.539551
	Iteration 23Q: 3 clusters Score -2825656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -2825659.750000 Penalty: 5025.539551
	Iteration 24Q: 3 clusters Score -2825660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -2825657.000000 Penalty: 5025.539551
	Iteration 25Q: 3 clusters Score -2825657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -2825658.500000 Penalty: 5025.539551
	Iteration 26Q: 3 clusters Score -2825658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2825662.750000 Penalty: 5025.539551
	Iteration 27Q: 3 clusters Score -2825663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2825662.750000 Penalty: 5025.539551
	Iteration 28F: 3 clusters Score -2825663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Entering Unmasked Estep 
Score: -845435.000000 Penalty: 2219.249268
	Iteration 0F: 2 clusters Score -845435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -839217.625000 Penalty: 4438.498535
	Iteration 0F: 3 clusters Score -839217.6 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -840810.625000 Penalty: 4438.498535
	Iteration 1F: 3 clusters Score -840810.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -841036.312500 Penalty: 4438.498535
	Iteration 2F: 3 clusters Score -841036.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -841191.562500 Penalty: 4438.498535
	Iteration 3Q: 3 clusters Score -841191.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -841298.687500 Penalty: 4438.498535
	Iteration 4Q: 3 clusters Score -841298.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -841392.500000 Penalty: 4438.498535
	Iteration 5Q: 3 clusters Score -841392.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -841463.062500 Penalty: 4438.498535
	Iteration 6Q: 3 clusters Score -841463.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -841525.375000 Penalty: 4438.498535
	Iteration 7Q: 3 clusters Score -841525.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -841585.875000 Penalty: 4438.498535
	Iteration 8Q: 3 clusters Score -841585.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -841646.625000 Penalty: 4438.498535
	Iteration 9Q: 3 clusters Score -841646.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -841696.312500 Penalty: 4438.498535
	Iteration 10Q: 3 clusters Score -841696.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -841747.750000 Penalty: 4438.498535
	Iteration 11Q: 3 clusters Score -841747.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -841792.125000 Penalty: 4438.498535
	Iteration 12Q: 3 clusters Score -841792.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -841839.125000 Penalty: 4438.498535
	Iteration 13Q: 3 clusters Score -841839.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -841884.375000 Penalty: 4438.498535
	Iteration 14Q: 3 clusters Score -841884.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -841939.937500 Penalty: 4438.498535
	Iteration 15Q: 3 clusters Score -841939.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -842009.062500 Penalty: 4438.498535
	Iteration 16Q: 3 clusters Score -842009.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -842103.062500 Penalty: 4438.498535
	Iteration 17Q: 3 clusters Score -842103.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -842236.937500 Penalty: 4438.498535
	Iteration 18Q: 3 clusters Score -842236.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -842400.812500 Penalty: 4438.498535
	Iteration 19Q: 3 clusters Score -842400.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -842558.187500 Penalty: 4438.498535
	Iteration 20F: 3 clusters Score -842558.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -842727.375000 Penalty: 4438.498535
	Iteration 21Q: 3 clusters Score -842727.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -842898.687500 Penalty: 4438.498535
	Iteration 22Q: 3 clusters Score -842898.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -843045.562500 Penalty: 4438.498535
	Iteration 23Q: 3 clusters Score -843045.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -843180.812500 Penalty: 4438.498535
	Iteration 24Q: 3 clusters Score -843180.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -843276.562500 Penalty: 4438.498535
	Iteration 25Q: 3 clusters Score -843276.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -843345.625000 Penalty: 4438.498535
	Iteration 26Q: 3 clusters Score -843345.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -843387.812500 Penalty: 4438.498535
	Iteration 27Q: 3 clusters Score -843387.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -843421.062500 Penalty: 4438.498535
	Iteration 28Q: 3 clusters Score -843421.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -843442.187500 Penalty: 4438.498535
	Iteration 29Q: 3 clusters Score -843442.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -843460.562500 Penalty: 4438.498535
	Iteration 30Q: 3 clusters Score -843460.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -843473.500000 Penalty: 4438.498535
	Iteration 31Q: 3 clusters Score -843473.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -843481.437500 Penalty: 4438.498535
	Iteration 32Q: 3 clusters Score -843481.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -843488.312500 Penalty: 4438.498535
	Iteration 33Q: 3 clusters Score -843488.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -843491.375000 Penalty: 4438.498535
	Iteration 34Q: 3 clusters Score -843491.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -843499.312500 Penalty: 4438.498535
	Iteration 35Q: 3 clusters Score -843499.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -843505.625000 Penalty: 4438.498535
	Iteration 36Q: 3 clusters Score -843505.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -843511.937500 Penalty: 4438.498535
	Iteration 37Q: 3 clusters Score -843511.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -843521.062500 Penalty: 4438.498535
	Iteration 38Q: 3 clusters Score -843521.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -843532.812500 Penalty: 4438.498535
	Iteration 39Q: 3 clusters Score -843532.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -843547.687500 Penalty: 4438.498535
	Iteration 40F: 3 clusters Score -843547.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -843560.375000 Penalty: 4438.498535
	Iteration 41Q: 3 clusters Score -843560.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -843566.750000 Penalty: 4438.498535
	Iteration 42Q: 3 clusters Score -843566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -843567.937500 Penalty: 4438.498535
	Iteration 43Q: 3 clusters Score -843567.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -843567.937500 Penalty: 4438.498535
	Iteration 44F: 3 clusters Score -843567.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -86014.046875 Penalty: 1687.819214
	Iteration 0F: 2 clusters Score -86014.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -84183.515625 Penalty: 3375.638428
	Iteration 0F: 3 clusters Score -84183.52 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -84575.320312 Penalty: 3375.638428
	Iteration 1F: 3 clusters Score -84575.32 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -84776.875000 Penalty: 3375.638428
	Iteration 2F: 3 clusters Score -84776.88 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -85062.812500 Penalty: 3375.638428
	Iteration 3F: 3 clusters Score -85062.81 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -85232.531250 Penalty: 3375.638428
	Iteration 4F: 3 clusters Score -85232.53 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -85431.968750 Penalty: 3375.638428
	Iteration 5F: 3 clusters Score -85431.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -85611.281250 Penalty: 3375.638428
	Iteration 6Q: 3 clusters Score -85611.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -85759.515625 Penalty: 3375.638428
	Iteration 7Q: 3 clusters Score -85759.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -85805.289062 Penalty: 3375.638428
	Iteration 8Q: 3 clusters Score -85805.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -85827.664062 Penalty: 3375.638428
	Iteration 9Q: 3 clusters Score -85827.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -85843.242188 Penalty: 3375.638428
	Iteration 10Q: 3 clusters Score -85843.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -85860.390625 Penalty: 3375.638428
	Iteration 11Q: 3 clusters Score -85860.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -85896.304688 Penalty: 3375.638428
	Iteration 12Q: 3 clusters Score -85896.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -85918.054688 Penalty: 3375.638428
	Iteration 13Q: 3 clusters Score -85918.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -85919.492188 Penalty: 3375.638428
	Iteration 14Q: 3 clusters Score -85919.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -85919.492188 Penalty: 3375.638428
	Iteration 15F: 3 clusters Score -85919.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Entering Unmasked Estep 
Score: -294925.937500 Penalty: 1957.142700
	Iteration 0F: 2 clusters Score -294925.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -291846.125000 Penalty: 3914.285400
	Iteration 0F: 3 clusters Score -291846.1 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -292414.218750 Penalty: 3914.285400
	Iteration 1F: 3 clusters Score -292414.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -292556.312500 Penalty: 3914.285400
	Iteration 2F: 3 clusters Score -292556.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -292630.906250 Penalty: 3914.285400
	Iteration 3Q: 3 clusters Score -292630.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -292681.500000 Penalty: 3914.285400
	Iteration 4Q: 3 clusters Score -292681.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -292713.156250 Penalty: 3914.285400
	Iteration 5Q: 3 clusters Score -292713.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -292736.375000 Penalty: 3914.285400
	Iteration 6Q: 3 clusters Score -292736.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -292750.250000 Penalty: 3914.285400
	Iteration 7Q: 3 clusters Score -292750.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -292760.656250 Penalty: 3914.285400
	Iteration 8Q: 3 clusters Score -292760.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -292770.906250 Penalty: 3914.285400
	Iteration 9Q: 3 clusters Score -292770.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -292780.218750 Penalty: 3914.285400
	Iteration 10Q: 3 clusters Score -292780.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -292788.718750 Penalty: 3914.285400
	Iteration 11Q: 3 clusters Score -292788.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -292796.656250 Penalty: 3914.285400
	Iteration 12Q: 3 clusters Score -292796.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -292800.937500 Penalty: 3914.285400
	Iteration 13Q: 3 clusters Score -292800.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -292805.187500 Penalty: 3914.285400
	Iteration 14Q: 3 clusters Score -292805.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -292809.187500 Penalty: 3914.285400
	Iteration 15Q: 3 clusters Score -292809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -292811.000000 Penalty: 3914.285400
	Iteration 16Q: 3 clusters Score -292811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -292813.000000 Penalty: 3914.285400
	Iteration 17Q: 3 clusters Score -292813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -292814.187500 Penalty: 3914.285400
	Iteration 18Q: 3 clusters Score -292814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -292814.906250 Penalty: 3914.285400
	Iteration 19Q: 3 clusters Score -292814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -292815.843750 Penalty: 3914.285400
	Iteration 20F: 3 clusters Score -292815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Entering Unmasked Estep 
Score: -994542.562500 Penalty: 2253.642578
	Iteration 0F: 2 clusters Score -994542.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -987615.125000 Penalty: 4507.285156
	Iteration 0F: 3 clusters Score -987615.1 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -989534.375000 Penalty: 4507.285156
	Iteration 1F: 3 clusters Score -989534.4 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -989787.500000 Penalty: 4507.285156
	Iteration 2F: 3 clusters Score -989787.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -989943.375000 Penalty: 4507.285156
	Iteration 3Q: 3 clusters Score -989943.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -990067.750000 Penalty: 4507.285156
	Iteration 4Q: 3 clusters Score -990067.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -990170.437500 Penalty: 4507.285156
	Iteration 5Q: 3 clusters Score -990170.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -990256.250000 Penalty: 4507.285156
	Iteration 6Q: 3 clusters Score -990256.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -990351.437500 Penalty: 4507.285156
	Iteration 7Q: 3 clusters Score -990351.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -990467.937500 Penalty: 4507.285156
	Iteration 8Q: 3 clusters Score -990467.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -990625.562500 Penalty: 4507.285156
	Iteration 9Q: 3 clusters Score -990625.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -990821.562500 Penalty: 4507.285156
	Iteration 10Q: 3 clusters Score -990821.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -991055.000000 Penalty: 4507.285156
	Iteration 11Q: 3 clusters Score -991055 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -991344.250000 Penalty: 4507.285156
	Iteration 12Q: 3 clusters Score -991344.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -991646.687500 Penalty: 4507.285156
	Iteration 13Q: 3 clusters Score -991646.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -991937.187500 Penalty: 4507.285156
	Iteration 14Q: 3 clusters Score -991937.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -992199.375000 Penalty: 4507.285156
	Iteration 15Q: 3 clusters Score -992199.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -992379.500000 Penalty: 4507.285156
	Iteration 16Q: 3 clusters Score -992379.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -992517.500000 Penalty: 4507.285156
	Iteration 17Q: 3 clusters Score -992517.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -992590.125000 Penalty: 4507.285156
	Iteration 18Q: 3 clusters Score -992590.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -992638.750000 Penalty: 4507.285156
	Iteration 19Q: 3 clusters Score -992638.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -992671.625000 Penalty: 4507.285156
	Iteration 20F: 3 clusters Score -992671.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -992687.312500 Penalty: 4507.285156
	Iteration 21Q: 3 clusters Score -992687.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -992697.687500 Penalty: 4507.285156
	Iteration 22Q: 3 clusters Score -992697.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -992714.625000 Penalty: 4507.285156
	Iteration 23Q: 3 clusters Score -992714.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -992724.187500 Penalty: 4507.285156
	Iteration 24Q: 3 clusters Score -992724.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -992732.187500 Penalty: 4507.285156
	Iteration 25Q: 3 clusters Score -992732.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -992735.750000 Penalty: 4507.285156
	Iteration 26Q: 3 clusters Score -992735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -992740.687500 Penalty: 4507.285156
	Iteration 27Q: 3 clusters Score -992740.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -992744.625000 Penalty: 4507.285156
	Iteration 28Q: 3 clusters Score -992744.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -992746.812500 Penalty: 4507.285156
	Iteration 29Q: 3 clusters Score -992746.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -992751.562500 Penalty: 4507.285156
	Iteration 30Q: 3 clusters Score -992751.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -992752.812500 Penalty: 4507.285156
	Iteration 31Q: 3 clusters Score -992752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -992756.625000 Penalty: 4507.285156
	Iteration 32Q: 3 clusters Score -992756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -992760.062500 Penalty: 4507.285156
	Iteration 33Q: 3 clusters Score -992760.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -992763.937500 Penalty: 4507.285156
	Iteration 34Q: 3 clusters Score -992763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -992766.500000 Penalty: 4507.285156
	Iteration 35Q: 3 clusters Score -992766.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -992768.937500 Penalty: 4507.285156
	Iteration 36Q: 3 clusters Score -992768.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -992771.625000 Penalty: 4507.285156
	Iteration 37Q: 3 clusters Score -992771.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -992771.625000 Penalty: 4507.285156
	Iteration 38F: 3 clusters Score -992771.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Entering Unmasked Estep 
Score: -656802.937500 Penalty: 2192.140625
	Iteration 0F: 2 clusters Score -656802.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -651098.812500 Penalty: 4384.281250
	Iteration 0F: 3 clusters Score -651098.8 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -652608.750000 Penalty: 4384.281250
	Iteration 1F: 3 clusters Score -652608.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -652901.500000 Penalty: 4384.281250
	Iteration 2F: 3 clusters Score -652901.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -653190.500000 Penalty: 4384.281250
	Iteration 3F: 3 clusters Score -653190.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -653478.000000 Penalty: 4384.281250
	Iteration 4F: 3 clusters Score -653478 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -653692.750000 Penalty: 4384.281250
	Iteration 5Q: 3 clusters Score -653692.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -653933.125000 Penalty: 4384.281250
	Iteration 6Q: 3 clusters Score -653933.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -654188.500000 Penalty: 4384.281250
	Iteration 7Q: 3 clusters Score -654188.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -654443.250000 Penalty: 4384.281250
	Iteration 8Q: 3 clusters Score -654443.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -654737.312500 Penalty: 4384.281250
	Iteration 9Q: 3 clusters Score -654737.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -655156.437500 Penalty: 4384.281250
	Iteration 10F: 3 clusters Score -655156.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -655601.812500 Penalty: 4384.281250
	Iteration 11F: 3 clusters Score -655601.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -655995.625000 Penalty: 4384.281250
	Iteration 12Q: 3 clusters Score -655995.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -656313.187500 Penalty: 4384.281250
	Iteration 13Q: 3 clusters Score -656313.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -656576.500000 Penalty: 4384.281250
	Iteration 14Q: 3 clusters Score -656576.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -656826.312500 Penalty: 4384.281250
	Iteration 15Q: 3 clusters Score -656826.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -657049.937500 Penalty: 4384.281250
	Iteration 16Q: 3 clusters Score -657049.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -657172.562500 Penalty: 4384.281250
	Iteration 17Q: 3 clusters Score -657172.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -657259.937500 Penalty: 4384.281250
	Iteration 18Q: 3 clusters Score -657259.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -657328.312500 Penalty: 4384.281250
	Iteration 19Q: 3 clusters Score -657328.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -657385.562500 Penalty: 4384.281250
	Iteration 20F: 3 clusters Score -657385.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -657433.375000 Penalty: 4384.281250
	Iteration 21Q: 3 clusters Score -657433.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -657475.000000 Penalty: 4384.281250
	Iteration 22Q: 3 clusters Score -657475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -657536.187500 Penalty: 4384.281250
	Iteration 23Q: 3 clusters Score -657536.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -657605.687500 Penalty: 4384.281250
	Iteration 24Q: 3 clusters Score -657605.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -657674.000000 Penalty: 4384.281250
	Iteration 25Q: 3 clusters Score -657674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -657706.062500 Penalty: 4384.281250
	Iteration 26Q: 3 clusters Score -657706.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -657722.687500 Penalty: 4384.281250
	Iteration 27Q: 3 clusters Score -657722.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -657727.812500 Penalty: 4384.281250
	Iteration 28Q: 3 clusters Score -657727.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -657733.187500 Penalty: 4384.281250
	Iteration 29Q: 3 clusters Score -657733.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -657734.625000 Penalty: 4384.281250
	Iteration 30Q: 3 clusters Score -657734.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -657734.437500 Penalty: 4384.281250
	Iteration 31Q: 3 clusters Score -657734.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -657734.625000 Penalty: 4384.281250
	Iteration 32Q: 3 clusters Score -657734.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -657734.625000 Penalty: 4384.281250
	Iteration 33F: 3 clusters Score -657734.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 255590 members 
Mstep: Class 2 contains 112014 members 
Mstep: Class 3 contains 54865 members 
Mstep: Class 4 contains 37798 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 47761 members 
Mstep: Class 7 contains 32099 members 
Mstep: Class 8 contains 4948 members 
Mstep: Class 9 contains 4147 members 
Mstep: Class 10 contains 148134 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 12837 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 28606 members 
Mstep: Class 16 contains 84192 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 7697 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 2675 members 
Mstep: Class 21 contains 8842 members 
Mstep: Class 22 contains 2216 members 
Mstep: Class 23 contains 18975 members 
Mstep: Class 24 contains 4684 members 
Entering Unmasked Estep 
Score: -98019040.000000 Penalty: 81609.500000
Splitting cluster 22 changes total score from -98020176.000000 to -98019040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (18975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Entering Unmasked Estep 
Score: -2150249.750000 Penalty: 2443.017578
	Iteration 0F: 2 clusters Score -2150250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2136775.750000 Penalty: 4886.035156
	Iteration 0F: 3 clusters Score -2136776 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2141131.750000 Penalty: 4886.035156
	Iteration 1F: 3 clusters Score -2141132 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2141454.500000 Penalty: 4886.035156
	Iteration 2F: 3 clusters Score -2141454 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2141703.250000 Penalty: 4886.035156
	Iteration 3Q: 3 clusters Score -2141703 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2141906.000000 Penalty: 4886.035156
	Iteration 4Q: 3 clusters Score -2141906 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2142077.750000 Penalty: 4886.035156
	Iteration 5Q: 3 clusters Score -2142078 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2142220.250000 Penalty: 4886.035156
	Iteration 6Q: 3 clusters Score -2142220 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2142334.000000 Penalty: 4886.035156
	Iteration 7Q: 3 clusters Score -2142334 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2142432.750000 Penalty: 4886.035156
	Iteration 8Q: 3 clusters Score -2142433 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2142506.750000 Penalty: 4886.035156
	Iteration 9Q: 3 clusters Score -2142507 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2142588.250000 Penalty: 4886.035156
	Iteration 10Q: 3 clusters Score -2142588 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2142668.750000 Penalty: 4886.035156
	Iteration 11Q: 3 clusters Score -2142669 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2142784.000000 Penalty: 4886.035156
	Iteration 12Q: 3 clusters Score -2142784 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -2142898.250000 Penalty: 4886.035156
	Iteration 13Q: 3 clusters Score -2142898 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2143036.750000 Penalty: 4886.035156
	Iteration 14Q: 3 clusters Score -2143037 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2143235.500000 Penalty: 4886.035156
	Iteration 15Q: 3 clusters Score -2143236 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2143494.500000 Penalty: 4886.035156
	Iteration 16Q: 3 clusters Score -2143494 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2143875.750000 Penalty: 4886.035156
	Iteration 17Q: 3 clusters Score -2143876 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2144339.250000 Penalty: 4886.035156
	Iteration 18Q: 3 clusters Score -2144339 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2144920.000000 Penalty: 4886.035156
	Iteration 19Q: 3 clusters Score -2144920 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -2145575.000000 Penalty: 4886.035156
	Iteration 20F: 3 clusters Score -2145575 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2146230.000000 Penalty: 4886.035156
	Iteration 21Q: 3 clusters Score -2146230 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -2146812.000000 Penalty: 4886.035156
	Iteration 22Q: 3 clusters Score -2146812 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2147209.500000 Penalty: 4886.035156
	Iteration 23Q: 3 clusters Score -2147210 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2147493.000000 Penalty: 4886.035156
	Iteration 24Q: 3 clusters Score -2147493 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2147702.500000 Penalty: 4886.035156
	Iteration 25Q: 3 clusters Score -2147702 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2147854.500000 Penalty: 4886.035156
	Iteration 26Q: 3 clusters Score -2147854 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2147938.750000 Penalty: 4886.035156
	Iteration 27Q: 3 clusters Score -2147939 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2148022.750000 Penalty: 4886.035156
	Iteration 28Q: 3 clusters Score -2148023 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2148067.250000 Penalty: 4886.035156
	Iteration 29Q: 3 clusters Score -2148067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2148088.250000 Penalty: 4886.035156
	Iteration 30Q: 3 clusters Score -2148088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2148104.500000 Penalty: 4886.035156
	Iteration 31Q: 3 clusters Score -2148104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2148107.000000 Penalty: 4886.035156
	Iteration 32Q: 3 clusters Score -2148107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2148112.500000 Penalty: 4886.035156
	Iteration 33Q: 3 clusters Score -2148112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2148113.750000 Penalty: 4886.035156
	Iteration 34Q: 3 clusters Score -2148114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2148113.000000 Penalty: 4886.035156
	Iteration 35Q: 3 clusters Score -2148113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2148117.000000 Penalty: 4886.035156
	Iteration 36Q: 3 clusters Score -2148117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2148122.250000 Penalty: 4886.035156
	Iteration 37Q: 3 clusters Score -2148122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2148122.250000 Penalty: 4886.035156
	Iteration 38F: 3 clusters Score -2148122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 255590 members 
Mstep: Class 2 contains 112014 members 
Mstep: Class 3 contains 54865 members 
Mstep: Class 4 contains 37798 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 47761 members 
Mstep: Class 7 contains 32099 members 
Mstep: Class 8 contains 4948 members 
Mstep: Class 9 contains 4147 members 
Mstep: Class 10 contains 148134 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 12837 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 28606 members 
Mstep: Class 16 contains 84192 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 7697 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 2675 members 
Mstep: Class 21 contains 8842 members 
Mstep: Class 22 contains 6900 members 
Mstep: Class 23 contains 18975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98019824.000000 Penalty: 78209.109375
Iteration 79Q: 24 clusters Score -9.801982e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 1516 members 
Mstep: Class 1 contains 251463 members 
Mstep: Class 2 contains 112291 members 
Mstep: Class 3 contains 54793 members 
Mstep: Class 4 contains 38301 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 48087 members 
Mstep: Class 7 contains 32268 members 
Mstep: Class 8 contains 4952 members 
Mstep: Class 9 contains 4166 members 
Mstep: Class 10 contains 150603 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 12918 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 28634 members 
Mstep: Class 16 contains 84403 members 
Mstep: Class 17 contains 25166 members 
Mstep: Class 18 contains 7706 members 
Mstep: Class 19 contains 902 members 
Mstep: Class 20 contains 2676 members 
Mstep: Class 21 contains 8850 members 
Mstep: Class 22 contains 6911 members 
Mstep: Class 23 contains 19032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98087536.000000 Penalty: 78209.109375
Iteration 80F: 24 clusters Score -9.808754e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 429 members 
Mstep: Class 1 contains 248705 members 
Mstep: Class 2 contains 112507 members 
Mstep: Class 3 contains 54694 members 
Mstep: Class 4 contains 38727 members 
Mstep: Class 5 contains 1420 members 
Mstep: Class 6 contains 48423 members 
Mstep: Class 7 contains 32462 members 
Mstep: Class 8 contains 4955 members 
Mstep: Class 9 contains 4182 members 
Mstep: Class 10 contains 151828 members 
Mstep: Class 11 contains 971 members 
Mstep: Class 12 contains 2163 members 
Mstep: Class 13 contains 13019 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 28646 members 
Mstep: Class 16 contains 84600 members 
Mstep: Class 17 contains 25209 members 
Mstep: Class 18 contains 7717 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 20 contains 2677 members 
Mstep: Class 21 contains 8851 members 
Mstep: Class 22 contains 6922 members 
Mstep: Class 23 contains 19109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98114784.000000 Penalty: 78209.109375
Iteration 81Q: 24 clusters Score -9.811478e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 245230 members 
Mstep: Class 2 contains 112723 members 
Mstep: Class 3 contains 54557 members 
Mstep: Class 4 contains 39131 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 48851 members 
Mstep: Class 7 contains 32658 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 9 contains 4196 members 
Mstep: Class 10 contains 153711 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 13106 members 
Mstep: Class 14 contains 1905 members 
Mstep: Class 15 contains 28661 members 
Mstep: Class 16 contains 84831 members 
Mstep: Class 17 contains 25255 members 
Mstep: Class 18 contains 7735 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 8855 members 
Mstep: Class 22 contains 6949 members 
Mstep: Class 23 contains 19161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98115584.000000 Penalty: 78209.109375
Iteration 82Q: 24 clusters Score -9.811558e+07 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 241325 members 
Mstep: Class 2 contains 112952 members 
Mstep: Class 3 contains 54414 members 
Mstep: Class 4 contains 39500 members 
Mstep: Class 5 contains 1405 members 
Mstep: Class 6 contains 49336 members 
Mstep: Class 7 contains 32823 members 
Mstep: Class 8 contains 4966 members 
Mstep: Class 9 contains 4206 members 
Mstep: Class 10 contains 156049 members 
Mstep: Class 11 contains 969 members 
Mstep: Class 12 contains 2159 members 
Mstep: Class 13 contains 13187 members 
Mstep: Class 14 contains 1910 members 
Mstep: Class 15 contains 28674 members 
Mstep: Class 16 contains 85075 members 
Mstep: Class 17 contains 25289 members 
Mstep: Class 18 contains 7752 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2666 members 
Mstep: Class 21 contains 8861 members 
Mstep: Class 22 contains 6969 members 
Mstep: Class 23 contains 19204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98115544.000000 Penalty: 78209.109375
Iteration 83Q: 24 clusters Score -9.811554e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 237191 members 
Mstep: Class 2 contains 113126 members 
Mstep: Class 3 contains 54189 members 
Mstep: Class 4 contains 39874 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 49822 members 
Mstep: Class 7 contains 32976 members 
Mstep: Class 8 contains 4971 members 
Mstep: Class 9 contains 4219 members 
Mstep: Class 10 contains 158697 members 
Mstep: Class 11 contains 973 members 
Mstep: Class 12 contains 2158 members 
Mstep: Class 13 contains 13260 members 
Mstep: Class 14 contains 1910 members 
Mstep: Class 15 contains 28697 members 
Mstep: Class 16 contains 85378 members 
Mstep: Class 17 contains 25310 members 
Mstep: Class 18 contains 7762 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 8874 members 
Mstep: Class 22 contains 6987 members 
Mstep: Class 23 contains 19249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98115128.000000 Penalty: 78209.109375
Iteration 84Q: 24 clusters Score -9.811513e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 232704 members 
Mstep: Class 2 contains 113306 members 
Mstep: Class 3 contains 53987 members 
Mstep: Class 4 contains 40230 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 50297 members 
Mstep: Class 7 contains 33150 members 
Mstep: Class 8 contains 4975 members 
Mstep: Class 9 contains 4230 members 
Mstep: Class 10 contains 161665 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 13330 members 
Mstep: Class 14 contains 1911 members 
Mstep: Class 15 contains 28716 members 
Mstep: Class 16 contains 85668 members 
Mstep: Class 17 contains 25339 members 
Mstep: Class 18 contains 7769 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 8885 members 
Mstep: Class 22 contains 7001 members 
Mstep: Class 23 contains 19323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98114752.000000 Penalty: 78209.109375
Iteration 85Q: 24 clusters Score -9.811475e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 227636 members 
Mstep: Class 2 contains 113482 members 
Mstep: Class 3 contains 53774 members 
Mstep: Class 4 contains 40593 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 50818 members 
Mstep: Class 7 contains 33320 members 
Mstep: Class 8 contains 4979 members 
Mstep: Class 9 contains 4242 members 
Mstep: Class 10 contains 165233 members 
Mstep: Class 11 contains 980 members 
Mstep: Class 12 contains 2159 members 
Mstep: Class 13 contains 13394 members 
Mstep: Class 14 contains 1911 members 
Mstep: Class 15 contains 28746 members 
Mstep: Class 16 contains 85947 members 
Mstep: Class 17 contains 25367 members 
Mstep: Class 18 contains 7781 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 8887 members 
Mstep: Class 22 contains 7010 members 
Mstep: Class 23 contains 19367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98115104.000000 Penalty: 78209.109375
Iteration 86Q: 24 clusters Score -9.81151e+07 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 222449 members 
Mstep: Class 2 contains 113654 members 
Mstep: Class 3 contains 53556 members 
Mstep: Class 4 contains 40914 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 51378 members 
Mstep: Class 7 contains 33474 members 
Mstep: Class 8 contains 4983 members 
Mstep: Class 9 contains 4252 members 
Mstep: Class 10 contains 169035 members 
Mstep: Class 11 contains 981 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 13 contains 13452 members 
Mstep: Class 14 contains 1911 members 
Mstep: Class 15 contains 28761 members 
Mstep: Class 16 contains 86196 members 
Mstep: Class 17 contains 25365 members 
Mstep: Class 18 contains 7794 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 2656 members 
Mstep: Class 21 contains 8888 members 
Mstep: Class 22 contains 7020 members 
Mstep: Class 23 contains 19411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98115768.000000 Penalty: 78209.109375
Iteration 87Q: 24 clusters Score -9.811577e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 217411 members 
Mstep: Class 2 contains 113727 members 
Mstep: Class 3 contains 53356 members 
Mstep: Class 4 contains 41199 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 51889 members 
Mstep: Class 7 contains 33614 members 
Mstep: Class 8 contains 4989 members 
Mstep: Class 9 contains 4258 members 
Mstep: Class 10 contains 172923 members 
Mstep: Class 11 contains 983 members 
Mstep: Class 12 contains 2155 members 
Mstep: Class 13 contains 13490 members 
Mstep: Class 14 contains 1911 members 
Mstep: Class 15 contains 28758 members 
Mstep: Class 16 contains 86426 members 
Mstep: Class 17 contains 25363 members 
Mstep: Class 18 contains 7808 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2652 members 
Mstep: Class 21 contains 8884 members 
Mstep: Class 22 contains 7030 members 
Mstep: Class 23 contains 19461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98116080.000000 Penalty: 78209.109375
Iteration 88Q: 24 clusters Score -9.811608e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 212449 members 
Mstep: Class 2 contains 113789 members 
Mstep: Class 3 contains 53192 members 
Mstep: Class 4 contains 41450 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 52351 members 
Mstep: Class 7 contains 33745 members 
Mstep: Class 8 contains 4997 members 
Mstep: Class 9 contains 4259 members 
Mstep: Class 10 contains 176858 members 
Mstep: Class 11 contains 984 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 13518 members 
Mstep: Class 14 contains 1911 members 
Mstep: Class 15 contains 28760 members 
Mstep: Class 16 contains 86609 members 
Mstep: Class 17 contains 25353 members 
Mstep: Class 18 contains 7820 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 7038 members 
Mstep: Class 23 contains 19517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98116432.000000 Penalty: 78209.109375
Iteration 89Q: 24 clusters Score -9.811643e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 207616 members 
Mstep: Class 2 contains 113801 members 
Mstep: Class 3 contains 53020 members 
Mstep: Class 4 contains 41659 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 52812 members 
Mstep: Class 7 contains 33834 members 
Mstep: Class 8 contains 5004 members 
Mstep: Class 9 contains 4263 members 
Mstep: Class 10 contains 180826 members 
Mstep: Class 11 contains 985 members 
Mstep: Class 12 contains 2155 members 
Mstep: Class 13 contains 13569 members 
Mstep: Class 14 contains 1911 members 
Mstep: Class 15 contains 28755 members 
Mstep: Class 16 contains 86761 members 
Mstep: Class 17 contains 25347 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 2645 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 22 contains 7047 members 
Mstep: Class 23 contains 19568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98116560.000000 Penalty: 78209.109375
Iteration 90Q: 24 clusters Score -9.811656e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 202730 members 
Mstep: Class 2 contains 113844 members 
Mstep: Class 3 contains 52884 members 
Mstep: Class 4 contains 41832 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 53275 members 
Mstep: Class 7 contains 33901 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 4267 members 
Mstep: Class 10 contains 184823 members 
Mstep: Class 11 contains 988 members 
Mstep: Class 12 contains 2154 members 
Mstep: Class 13 contains 13617 members 
Mstep: Class 14 contains 1911 members 
Mstep: Class 15 contains 28760 members 
Mstep: Class 16 contains 86910 members 
Mstep: Class 17 contains 25348 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2644 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 7056 members 
Mstep: Class 23 contains 19620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98116456.000000 Penalty: 78209.109375
Iteration 91Q: 24 clusters Score -9.811646e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 197833 members 
Mstep: Class 2 contains 113894 members 
Mstep: Class 3 contains 52746 members 
Mstep: Class 4 contains 41975 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 53707 members 
Mstep: Class 7 contains 33965 members 
Mstep: Class 8 contains 5021 members 
Mstep: Class 9 contains 4270 members 
Mstep: Class 10 contains 188914 members 
Mstep: Class 11 contains 989 members 
Mstep: Class 12 contains 2153 members 
Mstep: Class 13 contains 13678 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28748 members 
Mstep: Class 16 contains 87020 members 
Mstep: Class 17 contains 25358 members 
Mstep: Class 18 contains 7837 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 2643 members 
Mstep: Class 21 contains 8884 members 
Mstep: Class 22 contains 7067 members 
Mstep: Class 23 contains 19672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98116872.000000 Penalty: 78209.109375
Iteration 92Q: 24 clusters Score -9.811687e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 193295 members 
Mstep: Class 2 contains 113914 members 
Mstep: Class 3 contains 52621 members 
Mstep: Class 4 contains 42103 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 54130 members 
Mstep: Class 7 contains 34021 members 
Mstep: Class 8 contains 5031 members 
Mstep: Class 9 contains 4273 members 
Mstep: Class 10 contains 192792 members 
Mstep: Class 11 contains 990 members 
Mstep: Class 12 contains 2147 members 
Mstep: Class 13 contains 13720 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28736 members 
Mstep: Class 16 contains 87099 members 
Mstep: Class 17 contains 25348 members 
Mstep: Class 18 contains 7842 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 8882 members 
Mstep: Class 22 contains 7079 members 
Mstep: Class 23 contains 19718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98117296.000000 Penalty: 78209.109375
Iteration 93Q: 24 clusters Score -9.81173e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 189141 members 
Mstep: Class 2 contains 113913 members 
Mstep: Class 3 contains 52482 members 
Mstep: Class 4 contains 42188 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 54457 members 
Mstep: Class 7 contains 34038 members 
Mstep: Class 8 contains 5036 members 
Mstep: Class 9 contains 4282 members 
Mstep: Class 10 contains 196569 members 
Mstep: Class 11 contains 995 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 13753 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28748 members 
Mstep: Class 16 contains 87110 members 
Mstep: Class 17 contains 25338 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 8880 members 
Mstep: Class 22 contains 7086 members 
Mstep: Class 23 contains 19741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98117432.000000 Penalty: 78209.109375
Iteration 94Q: 24 clusters Score -9.811743e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 185287 members 
Mstep: Class 2 contains 113884 members 
Mstep: Class 3 contains 52309 members 
Mstep: Class 4 contains 42279 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 54707 members 
Mstep: Class 7 contains 34043 members 
Mstep: Class 8 contains 5041 members 
Mstep: Class 9 contains 4292 members 
Mstep: Class 10 contains 200272 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 13760 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28755 members 
Mstep: Class 16 contains 87091 members 
Mstep: Class 17 contains 25329 members 
Mstep: Class 18 contains 7849 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 8872 members 
Mstep: Class 22 contains 7096 members 
Mstep: Class 23 contains 19751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98117360.000000 Penalty: 78209.109375
Iteration 95Q: 24 clusters Score -9.811736e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 181666 members 
Mstep: Class 2 contains 113862 members 
Mstep: Class 3 contains 52166 members 
Mstep: Class 4 contains 42329 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 54962 members 
Mstep: Class 7 contains 34045 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 4300 members 
Mstep: Class 10 contains 203760 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 13780 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28751 members 
Mstep: Class 16 contains 87043 members 
Mstep: Class 17 contains 25326 members 
Mstep: Class 18 contains 7852 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 21 contains 8865 members 
Mstep: Class 22 contains 7102 members 
Mstep: Class 23 contains 19779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98117632.000000 Penalty: 78209.109375
Iteration 96Q: 24 clusters Score -9.811763e+07 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 178256 members 
Mstep: Class 2 contains 113819 members 
Mstep: Class 3 contains 52071 members 
Mstep: Class 4 contains 42326 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 55164 members 
Mstep: Class 7 contains 34022 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 4304 members 
Mstep: Class 10 contains 207196 members 
Mstep: Class 11 contains 997 members 
Mstep: Class 12 contains 2125 members 
Mstep: Class 13 contains 13777 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28743 members 
Mstep: Class 16 contains 86966 members 
Mstep: Class 17 contains 25326 members 
Mstep: Class 18 contains 7855 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 8862 members 
Mstep: Class 22 contains 7109 members 
Mstep: Class 23 contains 19796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98117728.000000 Penalty: 78209.109375
Iteration 97Q: 24 clusters Score -9.811773e+07 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 175050 members 
Mstep: Class 2 contains 113781 members 
Mstep: Class 3 contains 52031 members 
Mstep: Class 4 contains 42303 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 55349 members 
Mstep: Class 7 contains 34004 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 4311 members 
Mstep: Class 10 contains 210425 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 2125 members 
Mstep: Class 13 contains 13767 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28728 members 
Mstep: Class 16 contains 86900 members 
Mstep: Class 17 contains 25319 members 
Mstep: Class 18 contains 7858 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 2614 members 
Mstep: Class 21 contains 8850 members 
Mstep: Class 22 contains 7114 members 
Mstep: Class 23 contains 19798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118232.000000 Penalty: 78209.109375
Iteration 98Q: 24 clusters Score -9.811823e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 172197 members 
Mstep: Class 2 contains 113738 members 
Mstep: Class 3 contains 51949 members 
Mstep: Class 4 contains 42270 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 55472 members 
Mstep: Class 7 contains 33988 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 4315 members 
Mstep: Class 10 contains 213462 members 
Mstep: Class 11 contains 1000 members 
Mstep: Class 12 contains 2123 members 
Mstep: Class 13 contains 13759 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28708 members 
Mstep: Class 16 contains 86792 members 
Mstep: Class 17 contains 25304 members 
Mstep: Class 18 contains 7864 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 8852 members 
Mstep: Class 22 contains 7117 members 
Mstep: Class 23 contains 19801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118504.000000 Penalty: 78209.109375
Iteration 99Q: 24 clusters Score -9.81185e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 428 members 
Mstep: Class 1 contains 169663 members 
Mstep: Class 2 contains 113639 members 
Mstep: Class 3 contains 51900 members 
Mstep: Class 4 contains 42235 members 
Mstep: Class 5 contains 1404 members 
Mstep: Class 6 contains 55530 members 
Mstep: Class 7 contains 33967 members 
Mstep: Class 8 contains 5052 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 216284 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 2122 members 
Mstep: Class 13 contains 13767 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28716 members 
Mstep: Class 16 contains 86661 members 
Mstep: Class 17 contains 25280 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 2608 members 
Mstep: Class 21 contains 8847 members 
Mstep: Class 22 contains 7122 members 
Mstep: Class 23 contains 19800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118504.000000 Penalty: 78209.109375
Iteration 100F: 24 clusters Score -9.81185e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 167379 members 
Mstep: Class 2 contains 113549 members 
Mstep: Class 3 contains 51885 members 
Mstep: Class 4 contains 42234 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 55564 members 
Mstep: Class 7 contains 33921 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 4320 members 
Mstep: Class 10 contains 218839 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 12 contains 2122 members 
Mstep: Class 13 contains 13756 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28726 members 
Mstep: Class 16 contains 86507 members 
Mstep: Class 17 contains 25270 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 2607 members 
Mstep: Class 21 contains 8853 members 
Mstep: Class 22 contains 7127 members 
Mstep: Class 23 contains 19801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118640.000000 Penalty: 78209.109375
Iteration 101Q: 24 clusters Score -9.811864e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 165333 members 
Mstep: Class 2 contains 113511 members 
Mstep: Class 3 contains 51884 members 
Mstep: Class 4 contains 42229 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 55569 members 
Mstep: Class 7 contains 33841 members 
Mstep: Class 8 contains 5053 members 
Mstep: Class 9 contains 4321 members 
Mstep: Class 10 contains 221059 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 2121 members 
Mstep: Class 13 contains 13765 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28732 members 
Mstep: Class 16 contains 86418 members 
Mstep: Class 17 contains 25273 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 8849 members 
Mstep: Class 22 contains 7135 members 
Mstep: Class 23 contains 19801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118832.000000 Penalty: 78209.109375
Iteration 102Q: 24 clusters Score -9.811883e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 163452 members 
Mstep: Class 2 contains 113471 members 
Mstep: Class 3 contains 51890 members 
Mstep: Class 4 contains 42210 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 55593 members 
Mstep: Class 7 contains 33779 members 
Mstep: Class 8 contains 5054 members 
Mstep: Class 9 contains 4323 members 
Mstep: Class 10 contains 223113 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 13777 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28735 members 
Mstep: Class 16 contains 86314 members 
Mstep: Class 17 contains 25261 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 2607 members 
Mstep: Class 21 contains 8854 members 
Mstep: Class 22 contains 7141 members 
Mstep: Class 23 contains 19805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118872.000000 Penalty: 78209.109375
Iteration 103Q: 24 clusters Score -9.811887e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 161853 members 
Mstep: Class 2 contains 113430 members 
Mstep: Class 3 contains 51880 members 
Mstep: Class 4 contains 42171 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 55591 members 
Mstep: Class 7 contains 33747 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 4325 members 
Mstep: Class 10 contains 224919 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 13784 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28731 members 
Mstep: Class 16 contains 86225 members 
Mstep: Class 17 contains 25242 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 8852 members 
Mstep: Class 22 contains 7147 members 
Mstep: Class 23 contains 19832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118880.000000 Penalty: 78209.109375
Iteration 104Q: 24 clusters Score -9.811888e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 160582 members 
Mstep: Class 2 contains 113397 members 
Mstep: Class 3 contains 51886 members 
Mstep: Class 4 contains 42165 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 55595 members 
Mstep: Class 7 contains 33701 members 
Mstep: Class 8 contains 5049 members 
Mstep: Class 9 contains 4329 members 
Mstep: Class 10 contains 226332 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 13779 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28733 members 
Mstep: Class 16 contains 86147 members 
Mstep: Class 17 contains 25238 members 
Mstep: Class 18 contains 7864 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 8852 members 
Mstep: Class 22 contains 7156 members 
Mstep: Class 23 contains 19846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119272.000000 Penalty: 78209.109375
Iteration 105Q: 24 clusters Score -9.811927e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 159643 members 
Mstep: Class 2 contains 113357 members 
Mstep: Class 3 contains 51883 members 
Mstep: Class 4 contains 42150 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 55612 members 
Mstep: Class 7 contains 33651 members 
Mstep: Class 8 contains 5049 members 
Mstep: Class 9 contains 4339 members 
Mstep: Class 10 contains 227464 members 
Mstep: Class 11 contains 1004 members 
Mstep: Class 12 contains 2115 members 
Mstep: Class 13 contains 13789 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28725 members 
Mstep: Class 16 contains 86051 members 
Mstep: Class 17 contains 25225 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 2591 members 
Mstep: Class 21 contains 8847 members 
Mstep: Class 22 contains 7163 members 
Mstep: Class 23 contains 19851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119504.000000 Penalty: 78209.109375
Iteration 106Q: 24 clusters Score -9.81195e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 158915 members 
Mstep: Class 2 contains 113292 members 
Mstep: Class 3 contains 51887 members 
Mstep: Class 4 contains 42171 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 55624 members 
Mstep: Class 7 contains 33597 members 
Mstep: Class 8 contains 5049 members 
Mstep: Class 9 contains 4342 members 
Mstep: Class 10 contains 228349 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 2115 members 
Mstep: Class 13 contains 13810 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28716 members 
Mstep: Class 16 contains 85959 members 
Mstep: Class 17 contains 25207 members 
Mstep: Class 18 contains 7859 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 8853 members 
Mstep: Class 22 contains 7175 members 
Mstep: Class 23 contains 19858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119632.000000 Penalty: 78209.109375
Iteration 107Q: 24 clusters Score -9.811963e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 158414 members 
Mstep: Class 2 contains 113232 members 
Mstep: Class 3 contains 51906 members 
Mstep: Class 4 contains 42176 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 55655 members 
Mstep: Class 7 contains 33526 members 
Mstep: Class 8 contains 5046 members 
Mstep: Class 9 contains 4344 members 
Mstep: Class 10 contains 228970 members 
Mstep: Class 11 contains 1005 members 
Mstep: Class 12 contains 2115 members 
Mstep: Class 13 contains 13822 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28719 members 
Mstep: Class 16 contains 85873 members 
Mstep: Class 17 contains 25196 members 
Mstep: Class 18 contains 7858 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 8857 members 
Mstep: Class 22 contains 7187 members 
Mstep: Class 23 contains 19886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119728.000000 Penalty: 78209.109375
Iteration 108Q: 24 clusters Score -9.811973e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 158102 members 
Mstep: Class 2 contains 113203 members 
Mstep: Class 3 contains 51907 members 
Mstep: Class 4 contains 42182 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 55659 members 
Mstep: Class 7 contains 33474 members 
Mstep: Class 8 contains 5045 members 
Mstep: Class 9 contains 4349 members 
Mstep: Class 10 contains 229349 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 13834 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28718 members 
Mstep: Class 16 contains 85820 members 
Mstep: Class 17 contains 25198 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 8858 members 
Mstep: Class 22 contains 7198 members 
Mstep: Class 23 contains 19908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120040.000000 Penalty: 78209.109375
Iteration 109Q: 24 clusters Score -9.812004e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 157904 members 
Mstep: Class 2 contains 113199 members 
Mstep: Class 3 contains 51924 members 
Mstep: Class 4 contains 42207 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 55654 members 
Mstep: Class 7 contains 33451 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 4354 members 
Mstep: Class 10 contains 229473 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 2118 members 
Mstep: Class 13 contains 13849 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28717 members 
Mstep: Class 16 contains 85821 members 
Mstep: Class 17 contains 25207 members 
Mstep: Class 18 contains 7859 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8855 members 
Mstep: Class 22 contains 7207 members 
Mstep: Class 23 contains 19939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119808.000000 Penalty: 78209.109375
Iteration 110Q: 24 clusters Score -9.811981e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 157941 members 
Mstep: Class 2 contains 113200 members 
Mstep: Class 3 contains 51938 members 
Mstep: Class 4 contains 42242 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 55677 members 
Mstep: Class 7 contains 33431 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 4353 members 
Mstep: Class 10 contains 229342 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 2122 members 
Mstep: Class 13 contains 13853 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28716 members 
Mstep: Class 16 contains 85824 members 
Mstep: Class 17 contains 25203 members 
Mstep: Class 18 contains 7857 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 8857 members 
Mstep: Class 22 contains 7209 members 
Mstep: Class 23 contains 19972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119416.000000 Penalty: 78209.109375
Iteration 111Q: 24 clusters Score -9.811942e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 158145 members 
Mstep: Class 2 contains 113208 members 
Mstep: Class 3 contains 51918 members 
Mstep: Class 4 contains 42298 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 55713 members 
Mstep: Class 7 contains 33401 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 4354 members 
Mstep: Class 10 contains 229031 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 13849 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28720 members 
Mstep: Class 16 contains 85843 members 
Mstep: Class 17 contains 25203 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8864 members 
Mstep: Class 22 contains 7216 members 
Mstep: Class 23 contains 19999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119536.000000 Penalty: 78209.109375
Iteration 112Q: 24 clusters Score -9.811954e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 158373 members 
Mstep: Class 2 contains 113223 members 
Mstep: Class 3 contains 51913 members 
Mstep: Class 4 contains 42367 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 55757 members 
Mstep: Class 7 contains 33374 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 4356 members 
Mstep: Class 10 contains 228596 members 
Mstep: Class 11 contains 1008 members 
Mstep: Class 12 contains 2114 members 
Mstep: Class 13 contains 13866 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28721 members 
Mstep: Class 16 contains 85903 members 
Mstep: Class 17 contains 25203 members 
Mstep: Class 18 contains 7859 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8873 members 
Mstep: Class 22 contains 7221 members 
Mstep: Class 23 contains 20027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118824.000000 Penalty: 78209.109375
Iteration 113Q: 24 clusters Score -9.811882e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 158763 members 
Mstep: Class 2 contains 113250 members 
Mstep: Class 3 contains 51868 members 
Mstep: Class 4 contains 42450 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 55796 members 
Mstep: Class 7 contains 33357 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 228010 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 2110 members 
Mstep: Class 13 contains 13892 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28725 members 
Mstep: Class 16 contains 85948 members 
Mstep: Class 17 contains 25205 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8875 members 
Mstep: Class 22 contains 7224 members 
Mstep: Class 23 contains 20054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118976.000000 Penalty: 78209.109375
Iteration 114Q: 24 clusters Score -9.811898e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 159256 members 
Mstep: Class 2 contains 113268 members 
Mstep: Class 3 contains 51830 members 
Mstep: Class 4 contains 42562 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 55900 members 
Mstep: Class 7 contains 33335 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 4357 members 
Mstep: Class 10 contains 227201 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 13913 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28729 members 
Mstep: Class 16 contains 86023 members 
Mstep: Class 17 contains 25202 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8878 members 
Mstep: Class 22 contains 7229 members 
Mstep: Class 23 contains 20088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118768.000000 Penalty: 78209.109375
Iteration 115Q: 24 clusters Score -9.811877e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 159835 members 
Mstep: Class 2 contains 113298 members 
Mstep: Class 3 contains 51790 members 
Mstep: Class 4 contains 42696 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 56014 members 
Mstep: Class 7 contains 33330 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 4357 members 
Mstep: Class 10 contains 226264 members 
Mstep: Class 11 contains 1005 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 13940 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28724 members 
Mstep: Class 16 contains 86092 members 
Mstep: Class 17 contains 25205 members 
Mstep: Class 18 contains 7859 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8880 members 
Mstep: Class 22 contains 7232 members 
Mstep: Class 23 contains 20117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118720.000000 Penalty: 78209.109375
Iteration 116Q: 24 clusters Score -9.811872e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 160432 members 
Mstep: Class 2 contains 113349 members 
Mstep: Class 3 contains 51764 members 
Mstep: Class 4 contains 42847 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 56120 members 
Mstep: Class 7 contains 33327 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 4357 members 
Mstep: Class 10 contains 225253 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 13973 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28728 members 
Mstep: Class 16 contains 86172 members 
Mstep: Class 17 contains 25200 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8880 members 
Mstep: Class 22 contains 7236 members 
Mstep: Class 23 contains 20136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118456.000000 Penalty: 78209.109375
Iteration 117Q: 24 clusters Score -9.811846e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 161034 members 
Mstep: Class 2 contains 113406 members 
Mstep: Class 3 contains 51729 members 
Mstep: Class 4 contains 42993 members 
Mstep: Class 5 contains 1409 members 
Mstep: Class 6 contains 56252 members 
Mstep: Class 7 contains 33330 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 4357 members 
Mstep: Class 10 contains 224214 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 14007 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28725 members 
Mstep: Class 16 contains 86237 members 
Mstep: Class 17 contains 25204 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 7239 members 
Mstep: Class 23 contains 20167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118312.000000 Penalty: 78209.109375
Iteration 118Q: 24 clusters Score -9.811831e+07 nChanged 2203
Entering ConstructFrom: 
Score: -98118312.000000 Penalty: 78209.109375
Entering ConstructFrom: 
Trying to split cluster 1 (161668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161668 members 
Entering Unmasked Estep 
Score: -17971916.000000 Penalty: 2974.338623
	Iteration 0F: 2 clusters Score -1.797192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80615 members 
Mstep: Class 2 contains 81053 members 
Entering Unmasked Estep 
Score: -17864566.000000 Penalty: 5948.677246
	Iteration 0F: 3 clusters Score -1.786457e+07 nChanged 77363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76296 members 
Mstep: Class 2 contains 85372 members 
Entering Unmasked Estep 
Score: -17909014.000000 Penalty: 5948.677246
	Iteration 1F: 3 clusters Score -1.790901e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73754 members 
Mstep: Class 2 contains 87914 members 
Entering Unmasked Estep 
Score: -17909910.000000 Penalty: 5948.677246
	Iteration 2Q: 3 clusters Score -1.790991e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 91887 members 
Entering Unmasked Estep 
Score: -17911162.000000 Penalty: 5948.677246
	Iteration 3Q: 3 clusters Score -1.791116e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 98028 members 
Entering Unmasked Estep 
Score: -17913502.000000 Penalty: 5948.677246
	Iteration 4Q: 3 clusters Score -1.79135e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 107101 members 
Entering Unmasked Estep 
Score: -17918408.000000 Penalty: 5948.677246
	Iteration 5F: 3 clusters Score -1.791841e+07 nChanged 12938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 120031 members 
Entering Unmasked Estep 
Score: -17928098.000000 Penalty: 5948.677246
	Iteration 6F: 3 clusters Score -1.79281e+07 nChanged 15905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 135936 members 
Entering Unmasked Estep 
Score: -17943334.000000 Penalty: 5948.677246
	Iteration 7F: 3 clusters Score -1.794333e+07 nChanged 14473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 150407 members 
Entering Unmasked Estep 
Score: -17958686.000000 Penalty: 5948.677246
	Iteration 8F: 3 clusters Score -1.795869e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 158419 members 
Entering Unmasked Estep 
Score: -17966582.000000 Penalty: 5948.677246
	Iteration 9Q: 3 clusters Score -1.796658e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 160819 members 
Entering Unmasked Estep 
Score: -17968642.000000 Penalty: 5948.677246
	Iteration 10Q: 3 clusters Score -1.796864e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 161284 members 
Entering Unmasked Estep 
Score: -17969076.000000 Penalty: 5948.677246
	Iteration 11Q: 3 clusters Score -1.796908e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 161379 members 
Entering Unmasked Estep 
Score: -17969198.000000 Penalty: 5948.677246
	Iteration 12Q: 3 clusters Score -1.79692e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 161403 members 
Entering Unmasked Estep 
Score: -17969270.000000 Penalty: 5948.677246
	Iteration 13Q: 3 clusters Score -1.796927e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 161419 members 
Entering Unmasked Estep 
Score: -17969298.000000 Penalty: 5948.677246
	Iteration 14Q: 3 clusters Score -1.79693e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 161428 members 
Entering Unmasked Estep 
Score: -17969306.000000 Penalty: 5948.677246
	Iteration 15Q: 3 clusters Score -1.796931e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 161432 members 
Entering Unmasked Estep 
Score: -17969336.000000 Penalty: 5948.677246
	Iteration 16Q: 3 clusters Score -1.796934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 161428 members 
Entering Unmasked Estep 
Score: -17969334.000000 Penalty: 5948.677246
	Iteration 17Q: 3 clusters Score -1.796933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 161428 members 
Entering Unmasked Estep 
Score: -17969328.000000 Penalty: 5948.677246
	Iteration 18Q: 3 clusters Score -1.796933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 161426 members 
Entering Unmasked Estep 
Score: -17969332.000000 Penalty: 5948.677246
	Iteration 19Q: 3 clusters Score -1.796933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 161425 members 
Entering Unmasked Estep 
Score: -17969340.000000 Penalty: 5948.677246
	Iteration 20F: 3 clusters Score -1.796934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 161424 members 
Entering Unmasked Estep 
Score: -17969342.000000 Penalty: 5948.677246
	Iteration 21Q: 3 clusters Score -1.796934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 161425 members 
Entering Unmasked Estep 
Score: -17969348.000000 Penalty: 5948.677246
	Iteration 22Q: 3 clusters Score -1.796935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 161425 members 
Entering Unmasked Estep 
Score: -17969348.000000 Penalty: 5948.677246
	Iteration 23F: 3 clusters Score -1.796935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (113449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113449 members 
Entering Unmasked Estep 
Score: -12863943.000000 Penalty: 2886.499023
	Iteration 0F: 2 clusters Score -1.286394e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 56725 members 
Entering Unmasked Estep 
Score: -12787990.000000 Penalty: 5772.998047
	Iteration 0F: 3 clusters Score -1.278799e+07 nChanged 53857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 56124 members 
Entering Unmasked Estep 
Score: -12818864.000000 Penalty: 5772.998047
	Iteration 1F: 3 clusters Score -1.281886e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -12819507.000000 Penalty: 5772.998047
	Iteration 2Q: 3 clusters Score -1.281951e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -12820006.000000 Penalty: 5772.998047
	Iteration 3Q: 3 clusters Score -1.282001e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 54403 members 
Entering Unmasked Estep 
Score: -12820613.000000 Penalty: 5772.998047
	Iteration 4Q: 3 clusters Score -1.282061e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60206 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -12821272.000000 Penalty: 5772.998047
	Iteration 5Q: 3 clusters Score -1.282127e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61776 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -12822019.000000 Penalty: 5772.998047
	Iteration 6Q: 3 clusters Score -1.282202e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64040 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -12823073.000000 Penalty: 5772.998047
	Iteration 7Q: 3 clusters Score -1.282307e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -12824853.000000 Penalty: 5772.998047
	Iteration 8Q: 3 clusters Score -1.282485e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -12827535.000000 Penalty: 5772.998047
	Iteration 9Q: 3 clusters Score -1.282754e+07 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -12832132.000000 Penalty: 5772.998047
	Iteration 10F: 3 clusters Score -1.283213e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85449 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -12838170.000000 Penalty: 5772.998047
	Iteration 11F: 3 clusters Score -1.283817e+07 nChanged 7626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92737 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -12844665.000000 Penalty: 5772.998047
	Iteration 12F: 3 clusters Score -1.284466e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98733 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -12850283.000000 Penalty: 5772.998047
	Iteration 13F: 3 clusters Score -1.285028e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103008 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -12854080.000000 Penalty: 5772.998047
	Iteration 14Q: 3 clusters Score -1.285408e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105922 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -12856465.000000 Penalty: 5772.998047
	Iteration 15Q: 3 clusters Score -1.285646e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107999 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -12858041.000000 Penalty: 5772.998047
	Iteration 16Q: 3 clusters Score -1.285804e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109499 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -12859207.000000 Penalty: 5772.998047
	Iteration 17Q: 3 clusters Score -1.285921e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110568 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -12859948.000000 Penalty: 5772.998047
	Iteration 18Q: 3 clusters Score -1.285995e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111291 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -12860389.000000 Penalty: 5772.998047
	Iteration 19Q: 3 clusters Score -1.286039e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111781 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -12860749.000000 Penalty: 5772.998047
	Iteration 20F: 3 clusters Score -1.286075e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112117 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -12860973.000000 Penalty: 5772.998047
	Iteration 21Q: 3 clusters Score -1.286097e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112330 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -12861099.000000 Penalty: 5772.998047
	Iteration 22Q: 3 clusters Score -1.28611e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112457 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -12861210.000000 Penalty: 5772.998047
	Iteration 23Q: 3 clusters Score -1.286121e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112547 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12861262.000000 Penalty: 5772.998047
	Iteration 24Q: 3 clusters Score -1.286126e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112612 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12861315.000000 Penalty: 5772.998047
	Iteration 25Q: 3 clusters Score -1.286132e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112660 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -12861344.000000 Penalty: 5772.998047
	Iteration 26Q: 3 clusters Score -1.286134e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112694 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -12861374.000000 Penalty: 5772.998047
	Iteration 27Q: 3 clusters Score -1.286137e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112713 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -12861401.000000 Penalty: 5772.998047
	Iteration 28Q: 3 clusters Score -1.28614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112727 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12861410.000000 Penalty: 5772.998047
	Iteration 29Q: 3 clusters Score -1.286141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112737 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12861416.000000 Penalty: 5772.998047
	Iteration 30Q: 3 clusters Score -1.286142e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112747 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -12861422.000000 Penalty: 5772.998047
	Iteration 31Q: 3 clusters Score -1.286142e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112753 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -12861421.000000 Penalty: 5772.998047
	Iteration 32Q: 3 clusters Score -1.286142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112762 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -12861439.000000 Penalty: 5772.998047
	Iteration 33Q: 3 clusters Score -1.286144e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112767 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -12861432.000000 Penalty: 5772.998047
	Iteration 34Q: 3 clusters Score -1.286143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112770 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12861439.000000 Penalty: 5772.998047
	Iteration 35Q: 3 clusters Score -1.286144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112774 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -12861449.000000 Penalty: 5772.998047
	Iteration 36Q: 3 clusters Score -1.286145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -12861446.000000 Penalty: 5772.998047
	Iteration 37Q: 3 clusters Score -1.286145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12861441.000000 Penalty: 5772.998047
	Iteration 38Q: 3 clusters Score -1.286144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112777 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12861441.000000 Penalty: 5772.998047
	Iteration 39F: 3 clusters Score -1.286144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Entering Unmasked Estep 
Score: -5614779.500000 Penalty: 2691.438477
	Iteration 0F: 2 clusters Score -5614780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -5580027.500000 Penalty: 5382.876953
	Iteration 0F: 3 clusters Score -5580028 nChanged 23823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -5593147.500000 Penalty: 5382.876953
	Iteration 1F: 3 clusters Score -5593148 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -5593605.000000 Penalty: 5382.876953
	Iteration 2Q: 3 clusters Score -5593605 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -5594048.500000 Penalty: 5382.876953
	Iteration 3Q: 3 clusters Score -5594048 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -5594421.000000 Penalty: 5382.876953
	Iteration 4Q: 3 clusters Score -5594421 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -5594915.000000 Penalty: 5382.876953
	Iteration 5Q: 3 clusters Score -5594915 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -5595535.000000 Penalty: 5382.876953
	Iteration 6Q: 3 clusters Score -5595535 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -5596590.000000 Penalty: 5382.876953
	Iteration 7Q: 3 clusters Score -5596590 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5598172.000000 Penalty: 5382.876953
	Iteration 8F: 3 clusters Score -5598172 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -5600695.000000 Penalty: 5382.876953
	Iteration 9F: 3 clusters Score -5600695 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -5604212.500000 Penalty: 5382.876953
	Iteration 10F: 3 clusters Score -5604212 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -5607874.000000 Penalty: 5382.876953
	Iteration 11F: 3 clusters Score -5607874 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5610350.000000 Penalty: 5382.876953
	Iteration 12F: 3 clusters Score -5610350 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5611583.500000 Penalty: 5382.876953
	Iteration 13Q: 3 clusters Score -5611584 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5612031.000000 Penalty: 5382.876953
	Iteration 14Q: 3 clusters Score -5612031 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5612187.500000 Penalty: 5382.876953
	Iteration 15Q: 3 clusters Score -5612188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5612257.000000 Penalty: 5382.876953
	Iteration 16Q: 3 clusters Score -5612257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5612291.500000 Penalty: 5382.876953
	Iteration 17Q: 3 clusters Score -5612292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5612334.000000 Penalty: 5382.876953
	Iteration 18Q: 3 clusters Score -5612334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5612353.000000 Penalty: 5382.876953
	Iteration 19Q: 3 clusters Score -5612353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5612371.000000 Penalty: 5382.876953
	Iteration 20F: 3 clusters Score -5612371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5612375.000000 Penalty: 5382.876953
	Iteration 21Q: 3 clusters Score -5612375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5612374.000000 Penalty: 5382.876953
	Iteration 22Q: 3 clusters Score -5612374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5612379.000000 Penalty: 5382.876953
	Iteration 23Q: 3 clusters Score -5612379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5612381.000000 Penalty: 5382.876953
	Iteration 24Q: 3 clusters Score -5612381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51442 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -5612382.500000 Penalty: 5382.876953
	Iteration 25Q: 3 clusters Score -5612382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5612382.500000 Penalty: 5382.876953
	Iteration 26Q: 3 clusters Score -5612382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51444 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5612383.000000 Penalty: 5382.876953
	Iteration 27Q: 3 clusters Score -5612383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5612381.500000 Penalty: 5382.876953
	Iteration 28Q: 3 clusters Score -5612382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51445 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5612381.500000 Penalty: 5382.876953
	Iteration 29F: 3 clusters Score -5612382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Entering Unmasked Estep 
Score: -4882034.500000 Penalty: 2646.810547
	Iteration 0F: 2 clusters Score -4882034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -4852613.500000 Penalty: 5293.621094
	Iteration 0F: 3 clusters Score -4852614 nChanged 19962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -4863865.000000 Penalty: 5293.621094
	Iteration 1F: 3 clusters Score -4863865 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -4864441.500000 Penalty: 5293.621094
	Iteration 2Q: 3 clusters Score -4864442 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -4864971.000000 Penalty: 5293.621094
	Iteration 3Q: 3 clusters Score -4864971 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -4865476.000000 Penalty: 5293.621094
	Iteration 4Q: 3 clusters Score -4865476 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -4865986.000000 Penalty: 5293.621094
	Iteration 5Q: 3 clusters Score -4865986 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -4866545.000000 Penalty: 5293.621094
	Iteration 6Q: 3 clusters Score -4866545 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -4867338.000000 Penalty: 5293.621094
	Iteration 7Q: 3 clusters Score -4867338 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -4868474.500000 Penalty: 5293.621094
	Iteration 8Q: 3 clusters Score -4868474 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -4870017.500000 Penalty: 5293.621094
	Iteration 9F: 3 clusters Score -4870018 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -4871993.500000 Penalty: 5293.621094
	Iteration 10F: 3 clusters Score -4871994 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -4874101.000000 Penalty: 5293.621094
	Iteration 11F: 3 clusters Score -4874101 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -4875999.500000 Penalty: 5293.621094
	Iteration 12Q: 3 clusters Score -4876000 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -4877214.500000 Penalty: 5293.621094
	Iteration 13Q: 3 clusters Score -4877214 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -4877817.000000 Penalty: 5293.621094
	Iteration 14Q: 3 clusters Score -4877817 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -4878070.500000 Penalty: 5293.621094
	Iteration 15Q: 3 clusters Score -4878070 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -4878215.000000 Penalty: 5293.621094
	Iteration 16Q: 3 clusters Score -4878215 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -4878317.500000 Penalty: 5293.621094
	Iteration 17Q: 3 clusters Score -4878318 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -4878373.000000 Penalty: 5293.621094
	Iteration 18Q: 3 clusters Score -4878373 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -4878416.000000 Penalty: 5293.621094
	Iteration 19Q: 3 clusters Score -4878416 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -4878473.000000 Penalty: 5293.621094
	Iteration 20F: 3 clusters Score -4878473 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4878527.500000 Penalty: 5293.621094
	Iteration 21Q: 3 clusters Score -4878528 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4878531.000000 Penalty: 5293.621094
	Iteration 22Q: 3 clusters Score -4878531 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4878580.500000 Penalty: 5293.621094
	Iteration 23Q: 3 clusters Score -4878580 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -4878614.500000 Penalty: 5293.621094
	Iteration 24Q: 3 clusters Score -4878614 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4878626.500000 Penalty: 5293.621094
	Iteration 25Q: 3 clusters Score -4878626 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -4878684.500000 Penalty: 5293.621094
	Iteration 26Q: 3 clusters Score -4878684 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -4878723.000000 Penalty: 5293.621094
	Iteration 27Q: 3 clusters Score -4878723 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -4878772.500000 Penalty: 5293.621094
	Iteration 28Q: 3 clusters Score -4878772 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -4878808.000000 Penalty: 5293.621094
	Iteration 29Q: 3 clusters Score -4878808 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -4878838.500000 Penalty: 5293.621094
	Iteration 30Q: 3 clusters Score -4878838 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -4878871.000000 Penalty: 5293.621094
	Iteration 31Q: 3 clusters Score -4878871 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -4878921.000000 Penalty: 5293.621094
	Iteration 32Q: 3 clusters Score -4878921 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -4878945.000000 Penalty: 5293.621094
	Iteration 33Q: 3 clusters Score -4878945 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -4878965.000000 Penalty: 5293.621094
	Iteration 34Q: 3 clusters Score -4878965 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -4878998.500000 Penalty: 5293.621094
	Iteration 35Q: 3 clusters Score -4878998 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -4878997.500000 Penalty: 5293.621094
	Iteration 36Q: 3 clusters Score -4878998 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -4879036.000000 Penalty: 5293.621094
	Iteration 37Q: 3 clusters Score -4879036 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -4879062.000000 Penalty: 5293.621094
	Iteration 38Q: 3 clusters Score -4879062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -4879084.000000 Penalty: 5293.621094
	Iteration 39Q: 3 clusters Score -4879084 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -4879101.000000 Penalty: 5293.621094
	Iteration 40F: 3 clusters Score -4879101 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -4879114.000000 Penalty: 5293.621094
	Iteration 41Q: 3 clusters Score -4879114 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -4879135.500000 Penalty: 5293.621094
	Iteration 42Q: 3 clusters Score -4879136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -4879164.000000 Penalty: 5293.621094
	Iteration 43Q: 3 clusters Score -4879164 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -4879180.500000 Penalty: 5293.621094
	Iteration 44Q: 3 clusters Score -4879180 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -4879199.500000 Penalty: 5293.621094
	Iteration 45Q: 3 clusters Score -4879200 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -4879226.500000 Penalty: 5293.621094
	Iteration 46Q: 3 clusters Score -4879226 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -4879229.500000 Penalty: 5293.621094
	Iteration 47Q: 3 clusters Score -4879230 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -4879249.000000 Penalty: 5293.621094
	Iteration 48Q: 3 clusters Score -4879249 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -4879260.000000 Penalty: 5293.621094
	Iteration 49Q: 3 clusters Score -4879260 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -4879283.500000 Penalty: 5293.621094
	Iteration 50Q: 3 clusters Score -4879284 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -4879301.500000 Penalty: 5293.621094
	Iteration 51Q: 3 clusters Score -4879302 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -4879310.500000 Penalty: 5293.621094
	Iteration 52Q: 3 clusters Score -4879310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -4879332.000000 Penalty: 5293.621094
	Iteration 53Q: 3 clusters Score -4879332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -4879349.000000 Penalty: 5293.621094
	Iteration 54Q: 3 clusters Score -4879349 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -4879365.000000 Penalty: 5293.621094
	Iteration 55Q: 3 clusters Score -4879365 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -4879388.500000 Penalty: 5293.621094
	Iteration 56Q: 3 clusters Score -4879388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -4879401.500000 Penalty: 5293.621094
	Iteration 57Q: 3 clusters Score -4879402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -4879423.000000 Penalty: 5293.621094
	Iteration 58Q: 3 clusters Score -4879423 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -4879427.000000 Penalty: 5293.621094
	Iteration 59Q: 3 clusters Score -4879427 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -4879455.000000 Penalty: 5293.621094
	Iteration 60F: 3 clusters Score -4879455 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -4879455.000000 Penalty: 5293.621094
	Iteration 61Q: 3 clusters Score -4879455 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -4879481.000000 Penalty: 5293.621094
	Iteration 62Q: 3 clusters Score -4879481 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -4879492.000000 Penalty: 5293.621094
	Iteration 63Q: 3 clusters Score -4879492 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -4879505.000000 Penalty: 5293.621094
	Iteration 64Q: 3 clusters Score -4879505 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -4879523.000000 Penalty: 5293.621094
	Iteration 65Q: 3 clusters Score -4879523 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -4879553.500000 Penalty: 5293.621094
	Iteration 66Q: 3 clusters Score -4879554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -4879567.000000 Penalty: 5293.621094
	Iteration 67Q: 3 clusters Score -4879567 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -4879586.500000 Penalty: 5293.621094
	Iteration 68Q: 3 clusters Score -4879586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -4879593.000000 Penalty: 5293.621094
	Iteration 69Q: 3 clusters Score -4879593 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -4879602.500000 Penalty: 5293.621094
	Iteration 70Q: 3 clusters Score -4879602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -4879611.000000 Penalty: 5293.621094
	Iteration 71Q: 3 clusters Score -4879611 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -4879619.000000 Penalty: 5293.621094
	Iteration 72Q: 3 clusters Score -4879619 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -4879633.000000 Penalty: 5293.621094
	Iteration 73Q: 3 clusters Score -4879633 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -4879639.000000 Penalty: 5293.621094
	Iteration 74Q: 3 clusters Score -4879639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -4879645.500000 Penalty: 5293.621094
	Iteration 75Q: 3 clusters Score -4879646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -4879651.500000 Penalty: 5293.621094
	Iteration 76Q: 3 clusters Score -4879652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -4879657.500000 Penalty: 5293.621094
	Iteration 77Q: 3 clusters Score -4879658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -4879662.000000 Penalty: 5293.621094
	Iteration 78Q: 3 clusters Score -4879662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -4879667.000000 Penalty: 5293.621094
	Iteration 79Q: 3 clusters Score -4879667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -4879674.000000 Penalty: 5293.621094
	Iteration 80F: 3 clusters Score -4879674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -4879681.000000 Penalty: 5293.621094
	Iteration 81Q: 3 clusters Score -4879681 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -4879677.500000 Penalty: 5293.621094
	Iteration 82Q: 3 clusters Score -4879678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -4879689.000000 Penalty: 5293.621094
	Iteration 83Q: 3 clusters Score -4879689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -4879710.000000 Penalty: 5293.621094
	Iteration 84Q: 3 clusters Score -4879710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -4879710.500000 Penalty: 5293.621094
	Iteration 85Q: 3 clusters Score -4879710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -4879720.500000 Penalty: 5293.621094
	Iteration 86Q: 3 clusters Score -4879720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -4879726.000000 Penalty: 5293.621094
	Iteration 87Q: 3 clusters Score -4879726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -4879727.000000 Penalty: 5293.621094
	Iteration 88Q: 3 clusters Score -4879727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -4879727.500000 Penalty: 5293.621094
	Iteration 89Q: 3 clusters Score -4879728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -4879731.500000 Penalty: 5293.621094
	Iteration 90Q: 3 clusters Score -4879732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -4879739.000000 Penalty: 5293.621094
	Iteration 91Q: 3 clusters Score -4879739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -4879734.500000 Penalty: 5293.621094
	Iteration 92Q: 3 clusters Score -4879734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -4879735.000000 Penalty: 5293.621094
	Iteration 93Q: 3 clusters Score -4879735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -4879744.000000 Penalty: 5293.621094
	Iteration 94Q: 3 clusters Score -4879744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -4879745.000000 Penalty: 5293.621094
	Iteration 95Q: 3 clusters Score -4879745 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -4879753.500000 Penalty: 5293.621094
	Iteration 96Q: 3 clusters Score -4879754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -4879753.000000 Penalty: 5293.621094
	Iteration 97Q: 3 clusters Score -4879753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -4879751.500000 Penalty: 5293.621094
	Iteration 98Q: 3 clusters Score -4879752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -4879760.000000 Penalty: 5293.621094
	Iteration 99Q: 3 clusters Score -4879760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -4879758.000000 Penalty: 5293.621094
	Iteration 100F: 3 clusters Score -4879758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -4879764.000000 Penalty: 5293.621094
	Iteration 101Q: 3 clusters Score -4879764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -4879764.000000 Penalty: 5293.621094
	Iteration 102Q: 3 clusters Score -4879764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -4879764.000000 Penalty: 5293.621094
	Iteration 103Q: 3 clusters Score -4879764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -4879767.500000 Penalty: 5293.621094
	Iteration 104Q: 3 clusters Score -4879768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -4879771.000000 Penalty: 5293.621094
	Iteration 105Q: 3 clusters Score -4879771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -4879777.000000 Penalty: 5293.621094
	Iteration 106Q: 3 clusters Score -4879777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -4879780.000000 Penalty: 5293.621094
	Iteration 107Q: 3 clusters Score -4879780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -4879781.000000 Penalty: 5293.621094
	Iteration 108Q: 3 clusters Score -4879781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -4879780.500000 Penalty: 5293.621094
	Iteration 109Q: 3 clusters Score -4879780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -4879784.500000 Penalty: 5293.621094
	Iteration 110Q: 3 clusters Score -4879784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -4879784.500000 Penalty: 5293.621094
	Iteration 111F: 3 clusters Score -4879784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Entering Unmasked Estep 
Score: -117861.195312 Penalty: 1798.157593
	Iteration 0F: 2 clusters Score -117861.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -115771.507812 Penalty: 3596.315186
	Iteration 0F: 3 clusters Score -115771.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -116934.351562 Penalty: 3596.315186
	Iteration 1F: 3 clusters Score -116934.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -118193.492188 Penalty: 3596.315186
	Iteration 2F: 3 clusters Score -118193.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -119295.546875 Penalty: 3596.315186
	Iteration 3F: 3 clusters Score -119295.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -120362.171875 Penalty: 3596.315186
	Iteration 4F: 3 clusters Score -120362.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -120806.343750 Penalty: 3596.315186
	Iteration 5F: 3 clusters Score -120806.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -121044.304688 Penalty: 3596.315186
	Iteration 6F: 3 clusters Score -121044.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -121236.367188 Penalty: 3596.315186
	Iteration 7Q: 3 clusters Score -121236.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -121433.000000 Penalty: 3596.315186
	Iteration 8Q: 3 clusters Score -121433 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -121713.101562 Penalty: 3596.315186
	Iteration 9Q: 3 clusters Score -121713.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -121745.484375 Penalty: 3596.315186
	Iteration 10Q: 3 clusters Score -121745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -121746.875000 Penalty: 3596.315186
	Iteration 11Q: 3 clusters Score -121746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -121748.046875 Penalty: 3596.315186
	Iteration 12Q: 3 clusters Score -121748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -121748.046875 Penalty: 3596.315186
	Iteration 13F: 3 clusters Score -121748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 161668 members 
Mstep: Class 2 contains 113449 members 
Mstep: Class 3 contains 51667 members 
Mstep: Class 4 contains 43158 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 56382 members 
Mstep: Class 7 contains 33328 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 4357 members 
Mstep: Class 10 contains 223168 members 
Mstep: Class 11 contains 1005 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 14040 members 
Mstep: Class 14 contains 1912 members 
Mstep: Class 15 contains 28728 members 
Mstep: Class 16 contains 86306 members 
Mstep: Class 17 contains 25206 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 7241 members 
Mstep: Class 23 contains 20195 members 
Mstep: Class 24 contains 421 members 
Entering Unmasked Estep 
Score: -98120672.000000 Penalty: 81609.500000
Splitting cluster 5 changes total score from -98118312.000000 to -98120672.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (56382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56382 members 
Entering Unmasked Estep 
Score: -6335356.500000 Penalty: 2713.096436
	Iteration 0F: 2 clusters Score -6335356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -6297345.500000 Penalty: 5426.192871
	Iteration 0F: 3 clusters Score -6297346 nChanged 26235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -6312012.000000 Penalty: 5426.192871
	Iteration 1F: 3 clusters Score -6312012 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -6312673.000000 Penalty: 5426.192871
	Iteration 2Q: 3 clusters Score -6312673 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -6313374.500000 Penalty: 5426.192871
	Iteration 3Q: 3 clusters Score -6313374 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -6314252.500000 Penalty: 5426.192871
	Iteration 4Q: 3 clusters Score -6314252 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -6315539.500000 Penalty: 5426.192871
	Iteration 5Q: 3 clusters Score -6315540 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -6317167.000000 Penalty: 5426.192871
	Iteration 6F: 3 clusters Score -6317167 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -6319417.500000 Penalty: 5426.192871
	Iteration 7F: 3 clusters Score -6319418 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -6322436.000000 Penalty: 5426.192871
	Iteration 8F: 3 clusters Score -6322436 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -6325759.500000 Penalty: 5426.192871
	Iteration 9F: 3 clusters Score -6325760 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -6328480.000000 Penalty: 5426.192871
	Iteration 10F: 3 clusters Score -6328480 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -6330484.500000 Penalty: 5426.192871
	Iteration 11Q: 3 clusters Score -6330484 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -6331616.500000 Penalty: 5426.192871
	Iteration 12Q: 3 clusters Score -6331616 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 54466 members 
Entering Unmasked Estep 
Score: -6332268.500000 Penalty: 5426.192871
	Iteration 13Q: 3 clusters Score -6332268 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 54928 members 
Entering Unmasked Estep 
Score: -6332620.500000 Penalty: 5426.192871
	Iteration 14Q: 3 clusters Score -6332620 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -6332829.500000 Penalty: 5426.192871
	Iteration 15Q: 3 clusters Score -6332830 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 55351 members 
Entering Unmasked Estep 
Score: -6332958.500000 Penalty: 5426.192871
	Iteration 16Q: 3 clusters Score -6332958 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -6333036.000000 Penalty: 5426.192871
	Iteration 17Q: 3 clusters Score -6333036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -6333098.500000 Penalty: 5426.192871
	Iteration 18Q: 3 clusters Score -6333098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -6333149.000000 Penalty: 5426.192871
	Iteration 19Q: 3 clusters Score -6333149 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -6333174.000000 Penalty: 5426.192871
	Iteration 20F: 3 clusters Score -6333174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -6333179.500000 Penalty: 5426.192871
	Iteration 21Q: 3 clusters Score -6333180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -6333205.000000 Penalty: 5426.192871
	Iteration 22Q: 3 clusters Score -6333205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -6333214.000000 Penalty: 5426.192871
	Iteration 23Q: 3 clusters Score -6333214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -6333233.500000 Penalty: 5426.192871
	Iteration 24Q: 3 clusters Score -6333234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -6333238.000000 Penalty: 5426.192871
	Iteration 25Q: 3 clusters Score -6333238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 55698 members 
Entering Unmasked Estep 
Score: -6333247.500000 Penalty: 5426.192871
	Iteration 26Q: 3 clusters Score -6333248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -6333245.000000 Penalty: 5426.192871
	Iteration 27Q: 3 clusters Score -6333245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -6333275.000000 Penalty: 5426.192871
	Iteration 28Q: 3 clusters Score -6333275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -6333282.000000 Penalty: 5426.192871
	Iteration 29Q: 3 clusters Score -6333282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -6333292.500000 Penalty: 5426.192871
	Iteration 30Q: 3 clusters Score -6333292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -6333294.500000 Penalty: 5426.192871
	Iteration 31Q: 3 clusters Score -6333294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 55751 members 
Entering Unmasked Estep 
Score: -6333297.500000 Penalty: 5426.192871
	Iteration 32Q: 3 clusters Score -6333298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 55758 members 
Entering Unmasked Estep 
Score: -6333302.000000 Penalty: 5426.192871
	Iteration 33Q: 3 clusters Score -6333302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -6333313.000000 Penalty: 5426.192871
	Iteration 34Q: 3 clusters Score -6333313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 55764 members 
Entering Unmasked Estep 
Score: -6333308.000000 Penalty: 5426.192871
	Iteration 35Q: 3 clusters Score -6333308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -6333305.500000 Penalty: 5426.192871
	Iteration 36Q: 3 clusters Score -6333306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -6333308.000000 Penalty: 5426.192871
	Iteration 37Q: 3 clusters Score -6333308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -6333307.500000 Penalty: 5426.192871
	Iteration 38Q: 3 clusters Score -6333308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 55776 members 
Entering Unmasked Estep 
Score: -6333314.500000 Penalty: 5426.192871
	Iteration 39Q: 3 clusters Score -6333314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -6333309.000000 Penalty: 5426.192871
	Iteration 40F: 3 clusters Score -6333309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -6333318.500000 Penalty: 5426.192871
	Iteration 41Q: 3 clusters Score -6333318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -6333317.500000 Penalty: 5426.192871
	Iteration 42Q: 3 clusters Score -6333318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -6333317.000000 Penalty: 5426.192871
	Iteration 43Q: 3 clusters Score -6333317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 55788 members 
Entering Unmasked Estep 
Score: -6333314.500000 Penalty: 5426.192871
	Iteration 44Q: 3 clusters Score -6333314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -6333313.500000 Penalty: 5426.192871
	Iteration 45Q: 3 clusters Score -6333314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -6333309.500000 Penalty: 5426.192871
	Iteration 46Q: 3 clusters Score -6333310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -6333308.500000 Penalty: 5426.192871
	Iteration 47Q: 3 clusters Score -6333308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -6333314.000000 Penalty: 5426.192871
	Iteration 48Q: 3 clusters Score -6333314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -6333314.000000 Penalty: 5426.192871
	Iteration 49F: 3 clusters Score -6333314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Entering Unmasked Estep 
Score: -3779481.250000 Penalty: 2582.709961
	Iteration 0F: 2 clusters Score -3779481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -3756767.500000 Penalty: 5165.419922
	Iteration 0F: 3 clusters Score -3756768 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3764934.000000 Penalty: 5165.419922
	Iteration 1F: 3 clusters Score -3764934 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3765397.750000 Penalty: 5165.419922
	Iteration 2Q: 3 clusters Score -3765398 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3765781.500000 Penalty: 5165.419922
	Iteration 3Q: 3 clusters Score -3765782 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -3766166.500000 Penalty: 5165.419922
	Iteration 4Q: 3 clusters Score -3766166 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3766571.750000 Penalty: 5165.419922
	Iteration 5Q: 3 clusters Score -3766572 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -3767103.500000 Penalty: 5165.419922
	Iteration 6Q: 3 clusters Score -3767104 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3767845.750000 Penalty: 5165.419922
	Iteration 7Q: 3 clusters Score -3767846 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -3768994.500000 Penalty: 5165.419922
	Iteration 8F: 3 clusters Score -3768994 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -3770723.750000 Penalty: 5165.419922
	Iteration 9F: 3 clusters Score -3770724 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -3772725.000000 Penalty: 5165.419922
	Iteration 10F: 3 clusters Score -3772725 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3774475.000000 Penalty: 5165.419922
	Iteration 11F: 3 clusters Score -3774475 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3775663.000000 Penalty: 5165.419922
	Iteration 12Q: 3 clusters Score -3775663 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3776413.000000 Penalty: 5165.419922
	Iteration 13Q: 3 clusters Score -3776413 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3776800.000000 Penalty: 5165.419922
	Iteration 14Q: 3 clusters Score -3776800 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3776990.000000 Penalty: 5165.419922
	Iteration 15Q: 3 clusters Score -3776990 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3777099.250000 Penalty: 5165.419922
	Iteration 16Q: 3 clusters Score -3777099 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3777189.250000 Penalty: 5165.419922
	Iteration 17Q: 3 clusters Score -3777189 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3777249.500000 Penalty: 5165.419922
	Iteration 18Q: 3 clusters Score -3777250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -3777291.250000 Penalty: 5165.419922
	Iteration 19Q: 3 clusters Score -3777291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3777307.500000 Penalty: 5165.419922
	Iteration 20F: 3 clusters Score -3777308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3777312.750000 Penalty: 5165.419922
	Iteration 21Q: 3 clusters Score -3777313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3777326.000000 Penalty: 5165.419922
	Iteration 22Q: 3 clusters Score -3777326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3777330.000000 Penalty: 5165.419922
	Iteration 23Q: 3 clusters Score -3777330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3777341.000000 Penalty: 5165.419922
	Iteration 24Q: 3 clusters Score -3777341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3777351.500000 Penalty: 5165.419922
	Iteration 25Q: 3 clusters Score -3777352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3777356.750000 Penalty: 5165.419922
	Iteration 26Q: 3 clusters Score -3777357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3777357.000000 Penalty: 5165.419922
	Iteration 27Q: 3 clusters Score -3777357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3777359.250000 Penalty: 5165.419922
	Iteration 28Q: 3 clusters Score -3777359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3777363.250000 Penalty: 5165.419922
	Iteration 29Q: 3 clusters Score -3777363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3777364.000000 Penalty: 5165.419922
	Iteration 30Q: 3 clusters Score -3777364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3777362.250000 Penalty: 5165.419922
	Iteration 31Q: 3 clusters Score -3777362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3777370.250000 Penalty: 5165.419922
	Iteration 32Q: 3 clusters Score -3777370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3777369.000000 Penalty: 5165.419922
	Iteration 33Q: 3 clusters Score -3777369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3777368.000000 Penalty: 5165.419922
	Iteration 34Q: 3 clusters Score -3777368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -3777366.500000 Penalty: 5165.419922
	Iteration 35Q: 3 clusters Score -3777366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3777374.500000 Penalty: 5165.419922
	Iteration 36Q: 3 clusters Score -3777374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3777372.000000 Penalty: 5165.419922
	Iteration 37Q: 3 clusters Score -3777372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3777372.000000 Penalty: 5165.419922
	Iteration 38Q: 3 clusters Score -3777372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3777377.750000 Penalty: 5165.419922
	Iteration 39Q: 3 clusters Score -3777378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3777376.250000 Penalty: 5165.419922
	Iteration 40F: 3 clusters Score -3777376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3777380.250000 Penalty: 5165.419922
	Iteration 41Q: 3 clusters Score -3777380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3777380.000000 Penalty: 5165.419922
	Iteration 42Q: 3 clusters Score -3777380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3777380.000000 Penalty: 5165.419922
	Iteration 43Q: 3 clusters Score -3777380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3777383.500000 Penalty: 5165.419922
	Iteration 44Q: 3 clusters Score -3777384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3777380.500000 Penalty: 5165.419922
	Iteration 45Q: 3 clusters Score -3777380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3777384.250000 Penalty: 5165.419922
	Iteration 46Q: 3 clusters Score -3777384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3777385.750000 Penalty: 5165.419922
	Iteration 47Q: 3 clusters Score -3777386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3777385.750000 Penalty: 5165.419922
	Iteration 48Q: 3 clusters Score -3777386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3777385.750000 Penalty: 5165.419922
	Iteration 49F: 3 clusters Score -3777386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Entering Unmasked Estep 
Score: -565269.187500 Penalty: 2114.240234
	Iteration 0F: 2 clusters Score -565269.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -560722.687500 Penalty: 4228.480469
	Iteration 0F: 3 clusters Score -560722.7 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -561788.062500 Penalty: 4228.480469
	Iteration 1F: 3 clusters Score -561788.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -562071.437500 Penalty: 4228.480469
	Iteration 2F: 3 clusters Score -562071.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -562306.437500 Penalty: 4228.480469
	Iteration 3F: 3 clusters Score -562306.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -562483.875000 Penalty: 4228.480469
	Iteration 4F: 3 clusters Score -562483.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -562626.937500 Penalty: 4228.480469
	Iteration 5Q: 3 clusters Score -562626.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -562760.375000 Penalty: 4228.480469
	Iteration 6Q: 3 clusters Score -562760.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -562887.687500 Penalty: 4228.480469
	Iteration 7Q: 3 clusters Score -562887.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -563008.375000 Penalty: 4228.480469
	Iteration 8Q: 3 clusters Score -563008.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -563129.312500 Penalty: 4228.480469
	Iteration 9Q: 3 clusters Score -563129.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -563215.312500 Penalty: 4228.480469
	Iteration 10Q: 3 clusters Score -563215.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -563293.437500 Penalty: 4228.480469
	Iteration 11Q: 3 clusters Score -563293.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -563358.812500 Penalty: 4228.480469
	Iteration 12Q: 3 clusters Score -563358.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -563411.000000 Penalty: 4228.480469
	Iteration 13Q: 3 clusters Score -563411 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -563450.125000 Penalty: 4228.480469
	Iteration 14Q: 3 clusters Score -563450.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -563485.875000 Penalty: 4228.480469
	Iteration 15Q: 3 clusters Score -563485.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -563519.312500 Penalty: 4228.480469
	Iteration 16Q: 3 clusters Score -563519.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -563541.312500 Penalty: 4228.480469
	Iteration 17Q: 3 clusters Score -563541.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -563558.875000 Penalty: 4228.480469
	Iteration 18Q: 3 clusters Score -563558.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -563580.937500 Penalty: 4228.480469
	Iteration 19Q: 3 clusters Score -563580.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -563590.500000 Penalty: 4228.480469
	Iteration 20F: 3 clusters Score -563590.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -563600.312500 Penalty: 4228.480469
	Iteration 21Q: 3 clusters Score -563600.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -563607.000000 Penalty: 4228.480469
	Iteration 22Q: 3 clusters Score -563607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -563607.937500 Penalty: 4228.480469
	Iteration 23Q: 3 clusters Score -563607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -563609.125000 Penalty: 4228.480469
	Iteration 24Q: 3 clusters Score -563609.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -563609.125000 Penalty: 4228.480469
	Iteration 25F: 3 clusters Score -563609.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Entering Unmasked Estep 
Score: -463713.812500 Penalty: 2078.125732
	Iteration 0F: 2 clusters Score -463713.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -459655.750000 Penalty: 4156.251465
	Iteration 0F: 3 clusters Score -459655.8 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -460637.562500 Penalty: 4156.251465
	Iteration 1F: 3 clusters Score -460637.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -460871.843750 Penalty: 4156.251465
	Iteration 2F: 3 clusters Score -460871.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -461047.750000 Penalty: 4156.251465
	Iteration 3Q: 3 clusters Score -461047.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -461181.031250 Penalty: 4156.251465
	Iteration 4Q: 3 clusters Score -461181 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -461312.281250 Penalty: 4156.251465
	Iteration 5Q: 3 clusters Score -461312.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -461436.781250 Penalty: 4156.251465
	Iteration 6Q: 3 clusters Score -461436.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -461533.656250 Penalty: 4156.251465
	Iteration 7Q: 3 clusters Score -461533.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -461635.625000 Penalty: 4156.251465
	Iteration 8Q: 3 clusters Score -461635.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -461722.250000 Penalty: 4156.251465
	Iteration 9Q: 3 clusters Score -461722.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -461803.218750 Penalty: 4156.251465
	Iteration 10Q: 3 clusters Score -461803.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -461872.187500 Penalty: 4156.251465
	Iteration 11Q: 3 clusters Score -461872.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -461933.031250 Penalty: 4156.251465
	Iteration 12Q: 3 clusters Score -461933 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -461996.718750 Penalty: 4156.251465
	Iteration 13Q: 3 clusters Score -461996.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -462055.625000 Penalty: 4156.251465
	Iteration 14Q: 3 clusters Score -462055.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -462108.625000 Penalty: 4156.251465
	Iteration 15Q: 3 clusters Score -462108.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -462149.062500 Penalty: 4156.251465
	Iteration 16Q: 3 clusters Score -462149.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -462181.218750 Penalty: 4156.251465
	Iteration 17Q: 3 clusters Score -462181.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -462210.968750 Penalty: 4156.251465
	Iteration 18Q: 3 clusters Score -462211 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -462238.250000 Penalty: 4156.251465
	Iteration 19Q: 3 clusters Score -462238.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -462265.218750 Penalty: 4156.251465
	Iteration 20F: 3 clusters Score -462265.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -462285.687500 Penalty: 4156.251465
	Iteration 21Q: 3 clusters Score -462285.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -462294.562500 Penalty: 4156.251465
	Iteration 22Q: 3 clusters Score -462294.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -462302.937500 Penalty: 4156.251465
	Iteration 23Q: 3 clusters Score -462302.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -462310.750000 Penalty: 4156.251465
	Iteration 24Q: 3 clusters Score -462310.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -462324.593750 Penalty: 4156.251465
	Iteration 25Q: 3 clusters Score -462324.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -462332.531250 Penalty: 4156.251465
	Iteration 26Q: 3 clusters Score -462332.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -462338.343750 Penalty: 4156.251465
	Iteration 27Q: 3 clusters Score -462338.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -462344.343750 Penalty: 4156.251465
	Iteration 28Q: 3 clusters Score -462344.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -462347.875000 Penalty: 4156.251465
	Iteration 29Q: 3 clusters Score -462347.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -462354.656250 Penalty: 4156.251465
	Iteration 30Q: 3 clusters Score -462354.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -462358.906250 Penalty: 4156.251465
	Iteration 31Q: 3 clusters Score -462358.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -462364.375000 Penalty: 4156.251465
	Iteration 32Q: 3 clusters Score -462364.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -462366.281250 Penalty: 4156.251465
	Iteration 33Q: 3 clusters Score -462366.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -462367.531250 Penalty: 4156.251465
	Iteration 34Q: 3 clusters Score -462367.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -462368.656250 Penalty: 4156.251465
	Iteration 35Q: 3 clusters Score -462368.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -462368.781250 Penalty: 4156.251465
	Iteration 36Q: 3 clusters Score -462368.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -462368.781250 Penalty: 4156.251465
	Iteration 37F: 3 clusters Score -462368.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (223168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223168 members 
Entering Unmasked Estep 
Score: -24745284.000000 Penalty: 3054.288818
	Iteration 0F: 2 clusters Score -2.474528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111780 members 
Mstep: Class 2 contains 111388 members 
Entering Unmasked Estep 
Score: -24600604.000000 Penalty: 6108.577637
	Iteration 0F: 3 clusters Score -2.46006e+07 nChanged 107282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114218 members 
Mstep: Class 2 contains 108950 members 
Entering Unmasked Estep 
Score: -24662832.000000 Penalty: 6108.577637
	Iteration 1F: 3 clusters Score -2.466283e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116099 members 
Mstep: Class 2 contains 107069 members 
Entering Unmasked Estep 
Score: -24664102.000000 Penalty: 6108.577637
	Iteration 2Q: 3 clusters Score -2.46641e+07 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118988 members 
Mstep: Class 2 contains 104180 members 
Entering Unmasked Estep 
Score: -24665332.000000 Penalty: 6108.577637
	Iteration 3Q: 3 clusters Score -2.466533e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123748 members 
Mstep: Class 2 contains 99420 members 
Entering Unmasked Estep 
Score: -24667392.000000 Penalty: 6108.577637
	Iteration 4Q: 3 clusters Score -2.466739e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131236 members 
Mstep: Class 2 contains 91932 members 
Entering Unmasked Estep 
Score: -24671260.000000 Penalty: 6108.577637
	Iteration 5Q: 3 clusters Score -2.467126e+07 nChanged 12863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142689 members 
Mstep: Class 2 contains 80479 members 
Entering Unmasked Estep 
Score: -24678250.000000 Penalty: 6108.577637
	Iteration 6F: 3 clusters Score -2.467825e+07 nChanged 17204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158651 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -24690682.000000 Penalty: 6108.577637
	Iteration 7F: 3 clusters Score -2.469068e+07 nChanged 20323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178452 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -24708402.000000 Penalty: 6108.577637
	Iteration 8F: 3 clusters Score -2.47084e+07 nChanged 18939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197223 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -24725456.000000 Penalty: 6108.577637
	Iteration 9F: 3 clusters Score -2.472546e+07 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209553 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -24735946.000000 Penalty: 6108.577637
	Iteration 10F: 3 clusters Score -2.473595e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215570 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -24740224.000000 Penalty: 6108.577637
	Iteration 11Q: 3 clusters Score -2.474022e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218268 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -24741924.000000 Penalty: 6108.577637
	Iteration 12Q: 3 clusters Score -2.474192e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219654 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -24742370.000000 Penalty: 6108.577637
	Iteration 13Q: 3 clusters Score -2.474237e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220466 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -24742682.000000 Penalty: 6108.577637
	Iteration 14Q: 3 clusters Score -2.474268e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220979 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -24742788.000000 Penalty: 6108.577637
	Iteration 15Q: 3 clusters Score -2.474279e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221336 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -24742838.000000 Penalty: 6108.577637
	Iteration 16Q: 3 clusters Score -2.474284e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221570 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -24742932.000000 Penalty: 6108.577637
	Iteration 17Q: 3 clusters Score -2.474293e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221721 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -24743010.000000 Penalty: 6108.577637
	Iteration 18Q: 3 clusters Score -2.474301e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221842 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -24743042.000000 Penalty: 6108.577637
	Iteration 19Q: 3 clusters Score -2.474304e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221931 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -24743090.000000 Penalty: 6108.577637
	Iteration 20F: 3 clusters Score -2.474309e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221990 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -24743080.000000 Penalty: 6108.577637
	Iteration 21Q: 3 clusters Score -2.474308e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222031 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -24743106.000000 Penalty: 6108.577637
	Iteration 22Q: 3 clusters Score -2.474311e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222065 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -24743100.000000 Penalty: 6108.577637
	Iteration 23Q: 3 clusters Score -2.47431e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222096 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -24743118.000000 Penalty: 6108.577637
	Iteration 24Q: 3 clusters Score -2.474312e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222122 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -24743120.000000 Penalty: 6108.577637
	Iteration 25Q: 3 clusters Score -2.474312e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222149 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -24743152.000000 Penalty: 6108.577637
	Iteration 26Q: 3 clusters Score -2.474315e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222168 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -24743148.000000 Penalty: 6108.577637
	Iteration 27Q: 3 clusters Score -2.474315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222178 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -24743142.000000 Penalty: 6108.577637
	Iteration 28Q: 3 clusters Score -2.474314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222182 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -24743148.000000 Penalty: 6108.577637
	Iteration 29Q: 3 clusters Score -2.474315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222189 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -24743146.000000 Penalty: 6108.577637
	Iteration 30Q: 3 clusters Score -2.474315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222197 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -24743140.000000 Penalty: 6108.577637
	Iteration 31Q: 3 clusters Score -2.474314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222204 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -24743152.000000 Penalty: 6108.577637
	Iteration 32Q: 3 clusters Score -2.474315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222213 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -24743152.000000 Penalty: 6108.577637
	Iteration 33Q: 3 clusters Score -2.474315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222220 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -24743152.000000 Penalty: 6108.577637
	Iteration 34Q: 3 clusters Score -2.474315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222229 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -24743166.000000 Penalty: 6108.577637
	Iteration 35Q: 3 clusters Score -2.474317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222236 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -24743142.000000 Penalty: 6108.577637
	Iteration 36Q: 3 clusters Score -2.474314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222241 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -24743152.000000 Penalty: 6108.577637
	Iteration 37Q: 3 clusters Score -2.474315e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222252 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -24743136.000000 Penalty: 6108.577637
	Iteration 38Q: 3 clusters Score -2.474314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222258 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -24743156.000000 Penalty: 6108.577637
	Iteration 39Q: 3 clusters Score -2.474316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222261 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -24743146.000000 Penalty: 6108.577637
	Iteration 40F: 3 clusters Score -2.474315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222264 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -24743168.000000 Penalty: 6108.577637
	Iteration 41Q: 3 clusters Score -2.474317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222266 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -24743168.000000 Penalty: 6108.577637
	Iteration 42Q: 3 clusters Score -2.474317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222268 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -24743152.000000 Penalty: 6108.577637
	Iteration 43Q: 3 clusters Score -2.474315e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222268 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -24743152.000000 Penalty: 6108.577637
	Iteration 44F: 3 clusters Score -2.474315e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Entering Unmasked Estep 
Score: -105719.414062 Penalty: 1714.360107
	Iteration 0F: 2 clusters Score -105719.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -103789.296875 Penalty: 3428.720215
	Iteration 0F: 3 clusters Score -103789.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -104086.992188 Penalty: 3428.720215
	Iteration 1F: 3 clusters Score -104087 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -104155.953125 Penalty: 3428.720215
	Iteration 2F: 3 clusters Score -104156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -104182.945312 Penalty: 3428.720215
	Iteration 3Q: 3 clusters Score -104182.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -104206.679688 Penalty: 3428.720215
	Iteration 4Q: 3 clusters Score -104206.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -104215.703125 Penalty: 3428.720215
	Iteration 5Q: 3 clusters Score -104215.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -104222.531250 Penalty: 3428.720215
	Iteration 6Q: 3 clusters Score -104222.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -104227.054688 Penalty: 3428.720215
	Iteration 7Q: 3 clusters Score -104227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -104229.546875 Penalty: 3428.720215
	Iteration 8Q: 3 clusters Score -104229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -104235.078125 Penalty: 3428.720215
	Iteration 9Q: 3 clusters Score -104235.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -104240.132812 Penalty: 3428.720215
	Iteration 10Q: 3 clusters Score -104240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104245.375000 Penalty: 3428.720215
	Iteration 11Q: 3 clusters Score -104245.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104248.539062 Penalty: 3428.720215
	Iteration 12Q: 3 clusters Score -104248.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104250.304688 Penalty: 3428.720215
	Iteration 13Q: 3 clusters Score -104250.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104250.304688 Penalty: 3428.720215
	Iteration 14F: 3 clusters Score -104250.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Entering Unmasked Estep 
Score: -229299.734375 Penalty: 1898.654297
	Iteration 0F: 2 clusters Score -229299.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -226607.093750 Penalty: 3797.308594
	Iteration 0F: 3 clusters Score -226607.1 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -227077.578125 Penalty: 3797.308594
	Iteration 1F: 3 clusters Score -227077.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -227205.109375 Penalty: 3797.308594
	Iteration 2F: 3 clusters Score -227205.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -227255.437500 Penalty: 3797.308594
	Iteration 3Q: 3 clusters Score -227255.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -227289.843750 Penalty: 3797.308594
	Iteration 4Q: 3 clusters Score -227289.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -227325.843750 Penalty: 3797.308594
	Iteration 5Q: 3 clusters Score -227325.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -227343.671875 Penalty: 3797.308594
	Iteration 6Q: 3 clusters Score -227343.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -227357.234375 Penalty: 3797.308594
	Iteration 7Q: 3 clusters Score -227357.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -227365.109375 Penalty: 3797.308594
	Iteration 8Q: 3 clusters Score -227365.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -227374.484375 Penalty: 3797.308594
	Iteration 9Q: 3 clusters Score -227374.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -227383.625000 Penalty: 3797.308594
	Iteration 10Q: 3 clusters Score -227383.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -227393.218750 Penalty: 3797.308594
	Iteration 11Q: 3 clusters Score -227393.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -227401.171875 Penalty: 3797.308594
	Iteration 12Q: 3 clusters Score -227401.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -227405.578125 Penalty: 3797.308594
	Iteration 13Q: 3 clusters Score -227405.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -227409.140625 Penalty: 3797.308594
	Iteration 14Q: 3 clusters Score -227409.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -227413.625000 Penalty: 3797.308594
	Iteration 15Q: 3 clusters Score -227413.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -227416.890625 Penalty: 3797.308594
	Iteration 16Q: 3 clusters Score -227416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -227419.312500 Penalty: 3797.308594
	Iteration 17Q: 3 clusters Score -227419.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -227419.625000 Penalty: 3797.308594
	Iteration 18Q: 3 clusters Score -227419.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -227419.625000 Penalty: 3797.308594
	Iteration 19F: 3 clusters Score -227419.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Entering Unmasked Estep 
Score: -1591879.125000 Penalty: 2368.317139
	Iteration 0F: 2 clusters Score -1591879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1581691.375000 Penalty: 4736.634277
	Iteration 0F: 3 clusters Score -1581691 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1584876.125000 Penalty: 4736.634277
	Iteration 1F: 3 clusters Score -1584876 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1585153.500000 Penalty: 4736.634277
	Iteration 2F: 3 clusters Score -1585154 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1585384.250000 Penalty: 4736.634277
	Iteration 3Q: 3 clusters Score -1585384 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1585590.375000 Penalty: 4736.634277
	Iteration 4Q: 3 clusters Score -1585590 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1585781.000000 Penalty: 4736.634277
	Iteration 5Q: 3 clusters Score -1585781 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1585980.000000 Penalty: 4736.634277
	Iteration 6Q: 3 clusters Score -1585980 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1586178.500000 Penalty: 4736.634277
	Iteration 7Q: 3 clusters Score -1586178 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1586405.000000 Penalty: 4736.634277
	Iteration 8Q: 3 clusters Score -1586405 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1586655.000000 Penalty: 4736.634277
	Iteration 9Q: 3 clusters Score -1586655 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1586900.250000 Penalty: 4736.634277
	Iteration 10Q: 3 clusters Score -1586900 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1587146.375000 Penalty: 4736.634277
	Iteration 11Q: 3 clusters Score -1587146 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1587368.375000 Penalty: 4736.634277
	Iteration 12Q: 3 clusters Score -1587368 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1587556.750000 Penalty: 4736.634277
	Iteration 13Q: 3 clusters Score -1587557 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1587747.125000 Penalty: 4736.634277
	Iteration 14Q: 3 clusters Score -1587747 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1587933.375000 Penalty: 4736.634277
	Iteration 15Q: 3 clusters Score -1587933 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1588116.000000 Penalty: 4736.634277
	Iteration 16Q: 3 clusters Score -1588116 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1588271.750000 Penalty: 4736.634277
	Iteration 17Q: 3 clusters Score -1588272 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1588405.000000 Penalty: 4736.634277
	Iteration 18Q: 3 clusters Score -1588405 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1588513.625000 Penalty: 4736.634277
	Iteration 19Q: 3 clusters Score -1588514 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1588590.625000 Penalty: 4736.634277
	Iteration 20F: 3 clusters Score -1588591 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1588654.250000 Penalty: 4736.634277
	Iteration 21Q: 3 clusters Score -1588654 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1588706.000000 Penalty: 4736.634277
	Iteration 22Q: 3 clusters Score -1588706 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1588757.625000 Penalty: 4736.634277
	Iteration 23Q: 3 clusters Score -1588758 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1588792.125000 Penalty: 4736.634277
	Iteration 24Q: 3 clusters Score -1588792 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1588829.000000 Penalty: 4736.634277
	Iteration 25Q: 3 clusters Score -1588829 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1588864.250000 Penalty: 4736.634277
	Iteration 26Q: 3 clusters Score -1588864 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1588882.625000 Penalty: 4736.634277
	Iteration 27Q: 3 clusters Score -1588883 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1588906.000000 Penalty: 4736.634277
	Iteration 28Q: 3 clusters Score -1588906 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1588939.500000 Penalty: 4736.634277
	Iteration 29Q: 3 clusters Score -1588940 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1588980.125000 Penalty: 4736.634277
	Iteration 30Q: 3 clusters Score -1588980 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1589023.125000 Penalty: 4736.634277
	Iteration 31Q: 3 clusters Score -1589023 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1589064.375000 Penalty: 4736.634277
	Iteration 32Q: 3 clusters Score -1589064 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1589103.250000 Penalty: 4736.634277
	Iteration 33Q: 3 clusters Score -1589103 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1589142.750000 Penalty: 4736.634277
	Iteration 34Q: 3 clusters Score -1589143 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1589176.750000 Penalty: 4736.634277
	Iteration 35Q: 3 clusters Score -1589177 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1589204.750000 Penalty: 4736.634277
	Iteration 36Q: 3 clusters Score -1589205 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1589239.625000 Penalty: 4736.634277
	Iteration 37Q: 3 clusters Score -1589240 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1589272.625000 Penalty: 4736.634277
	Iteration 38Q: 3 clusters Score -1589273 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1589299.375000 Penalty: 4736.634277
	Iteration 39Q: 3 clusters Score -1589299 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1589322.375000 Penalty: 4736.634277
	Iteration 40F: 3 clusters Score -1589322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1589340.000000 Penalty: 4736.634277
	Iteration 41Q: 3 clusters Score -1589340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1589360.375000 Penalty: 4736.634277
	Iteration 42Q: 3 clusters Score -1589360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1589381.000000 Penalty: 4736.634277
	Iteration 43Q: 3 clusters Score -1589381 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1589406.750000 Penalty: 4736.634277
	Iteration 44Q: 3 clusters Score -1589407 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1589428.500000 Penalty: 4736.634277
	Iteration 45Q: 3 clusters Score -1589428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1589455.125000 Penalty: 4736.634277
	Iteration 46Q: 3 clusters Score -1589455 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1589487.500000 Penalty: 4736.634277
	Iteration 47Q: 3 clusters Score -1589488 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1589508.875000 Penalty: 4736.634277
	Iteration 48Q: 3 clusters Score -1589509 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1589535.125000 Penalty: 4736.634277
	Iteration 49Q: 3 clusters Score -1589535 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1589558.125000 Penalty: 4736.634277
	Iteration 50Q: 3 clusters Score -1589558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1589583.375000 Penalty: 4736.634277
	Iteration 51Q: 3 clusters Score -1589583 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1589607.625000 Penalty: 4736.634277
	Iteration 52Q: 3 clusters Score -1589608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1589624.875000 Penalty: 4736.634277
	Iteration 53Q: 3 clusters Score -1589625 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1589644.625000 Penalty: 4736.634277
	Iteration 54Q: 3 clusters Score -1589645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1589649.875000 Penalty: 4736.634277
	Iteration 55Q: 3 clusters Score -1589650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1589660.250000 Penalty: 4736.634277
	Iteration 56Q: 3 clusters Score -1589660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1589678.250000 Penalty: 4736.634277
	Iteration 57Q: 3 clusters Score -1589678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1589688.625000 Penalty: 4736.634277
	Iteration 58Q: 3 clusters Score -1589689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1589690.375000 Penalty: 4736.634277
	Iteration 59Q: 3 clusters Score -1589690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1589698.625000 Penalty: 4736.634277
	Iteration 60F: 3 clusters Score -1589699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1589702.750000 Penalty: 4736.634277
	Iteration 61Q: 3 clusters Score -1589703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1589710.000000 Penalty: 4736.634277
	Iteration 62Q: 3 clusters Score -1589710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1589709.500000 Penalty: 4736.634277
	Iteration 63Q: 3 clusters Score -1589710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1589710.375000 Penalty: 4736.634277
	Iteration 64Q: 3 clusters Score -1589710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1589707.250000 Penalty: 4736.634277
	Iteration 65Q: 3 clusters Score -1589707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1589715.250000 Penalty: 4736.634277
	Iteration 66Q: 3 clusters Score -1589715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1589714.500000 Penalty: 4736.634277
	Iteration 67Q: 3 clusters Score -1589714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1589718.750000 Penalty: 4736.634277
	Iteration 68Q: 3 clusters Score -1589719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1589717.375000 Penalty: 4736.634277
	Iteration 69Q: 3 clusters Score -1589717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1589718.375000 Penalty: 4736.634277
	Iteration 70Q: 3 clusters Score -1589718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1589720.750000 Penalty: 4736.634277
	Iteration 71Q: 3 clusters Score -1589721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1589722.375000 Penalty: 4736.634277
	Iteration 72Q: 3 clusters Score -1589722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1589723.750000 Penalty: 4736.634277
	Iteration 73Q: 3 clusters Score -1589724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1589723.125000 Penalty: 4736.634277
	Iteration 74Q: 3 clusters Score -1589723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1589722.750000 Penalty: 4736.634277
	Iteration 75Q: 3 clusters Score -1589723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1589722.750000 Penalty: 4736.634277
	Iteration 76F: 3 clusters Score -1589723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Entering Unmasked Estep 
Score: -181176.937500 Penalty: 1873.864380
	Iteration 0F: 2 clusters Score -181176.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -178607.218750 Penalty: 3747.728760
	Iteration 0F: 3 clusters Score -178607.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -179313.781250 Penalty: 3747.728760
	Iteration 1F: 3 clusters Score -179313.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -179731.453125 Penalty: 3747.728760
	Iteration 2F: 3 clusters Score -179731.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -180301.421875 Penalty: 3747.728760
	Iteration 3F: 3 clusters Score -180301.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -181043.562500 Penalty: 3747.728760
	Iteration 4F: 3 clusters Score -181043.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -181757.609375 Penalty: 3747.728760
	Iteration 5F: 3 clusters Score -181757.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -182249.281250 Penalty: 3747.728760
	Iteration 6F: 3 clusters Score -182249.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -182453.562500 Penalty: 3747.728760
	Iteration 7Q: 3 clusters Score -182453.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -182522.859375 Penalty: 3747.728760
	Iteration 8Q: 3 clusters Score -182522.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -182539.578125 Penalty: 3747.728760
	Iteration 9Q: 3 clusters Score -182539.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -182547.437500 Penalty: 3747.728760
	Iteration 10Q: 3 clusters Score -182547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -182548.765625 Penalty: 3747.728760
	Iteration 11Q: 3 clusters Score -182548.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -182554.812500 Penalty: 3747.728760
	Iteration 12Q: 3 clusters Score -182554.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -182562.140625 Penalty: 3747.728760
	Iteration 13Q: 3 clusters Score -182562.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -182565.984375 Penalty: 3747.728760
	Iteration 14Q: 3 clusters Score -182566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -182576.046875 Penalty: 3747.728760
	Iteration 15Q: 3 clusters Score -182576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -182583.390625 Penalty: 3747.728760
	Iteration 16Q: 3 clusters Score -182583.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -182618.875000 Penalty: 3747.728760
	Iteration 17Q: 3 clusters Score -182618.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -182692.218750 Penalty: 3747.728760
	Iteration 18Q: 3 clusters Score -182692.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -182775.406250 Penalty: 3747.728760
	Iteration 19Q: 3 clusters Score -182775.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -182824.312500 Penalty: 3747.728760
	Iteration 20F: 3 clusters Score -182824.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -182836.046875 Penalty: 3747.728760
	Iteration 21Q: 3 clusters Score -182836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -182836.046875 Penalty: 3747.728760
	Iteration 22F: 3 clusters Score -182836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 161668 members 
Mstep: Class 2 contains 113449 members 
Mstep: Class 3 contains 51667 members 
Mstep: Class 4 contains 43158 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 56382 members 
Mstep: Class 7 contains 33328 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 4357 members 
Mstep: Class 10 contains 223168 members 
Mstep: Class 11 contains 1005 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 14040 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28728 members 
Mstep: Class 16 contains 86306 members 
Mstep: Class 17 contains 25206 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 7241 members 
Mstep: Class 23 contains 20195 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1178 members 
Entering Unmasked Estep 
Score: -98120792.000000 Penalty: 85009.898438
Splitting cluster 14 changes total score from -98118312.000000 to -98120792.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (28728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Entering Unmasked Estep 
Score: -3004923.750000 Penalty: 2545.875732
	Iteration 0F: 2 clusters Score -3004924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2985231.500000 Penalty: 5091.751465
	Iteration 0F: 3 clusters Score -2985232 nChanged 13007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2992334.250000 Penalty: 5091.751465
	Iteration 1F: 3 clusters Score -2992334 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2993107.000000 Penalty: 5091.751465
	Iteration 2F: 3 clusters Score -2993107 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2994024.750000 Penalty: 5091.751465
	Iteration 3F: 3 clusters Score -2994025 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2995177.500000 Penalty: 5091.751465
	Iteration 4F: 3 clusters Score -2995178 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2996537.750000 Penalty: 5091.751465
	Iteration 5F: 3 clusters Score -2996538 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2998083.750000 Penalty: 5091.751465
	Iteration 6F: 3 clusters Score -2998084 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -2999529.000000 Penalty: 5091.751465
	Iteration 7F: 3 clusters Score -2999529 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -3000880.500000 Penalty: 5091.751465
	Iteration 8F: 3 clusters Score -3000880 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3001949.000000 Penalty: 5091.751465
	Iteration 9Q: 3 clusters Score -3001949 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3002644.500000 Penalty: 5091.751465
	Iteration 10Q: 3 clusters Score -3002644 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3003016.250000 Penalty: 5091.751465
	Iteration 11Q: 3 clusters Score -3003016 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -3003153.000000 Penalty: 5091.751465
	Iteration 12Q: 3 clusters Score -3003153 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3003224.250000 Penalty: 5091.751465
	Iteration 13Q: 3 clusters Score -3003224 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3003253.500000 Penalty: 5091.751465
	Iteration 14Q: 3 clusters Score -3003254 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3003298.750000 Penalty: 5091.751465
	Iteration 15Q: 3 clusters Score -3003299 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3003334.000000 Penalty: 5091.751465
	Iteration 16Q: 3 clusters Score -3003334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3003342.250000 Penalty: 5091.751465
	Iteration 17Q: 3 clusters Score -3003342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3003366.250000 Penalty: 5091.751465
	Iteration 18Q: 3 clusters Score -3003366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3003381.250000 Penalty: 5091.751465
	Iteration 19Q: 3 clusters Score -3003381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3003403.750000 Penalty: 5091.751465
	Iteration 20F: 3 clusters Score -3003404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3003413.250000 Penalty: 5091.751465
	Iteration 21Q: 3 clusters Score -3003413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -3003424.750000 Penalty: 5091.751465
	Iteration 22Q: 3 clusters Score -3003425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -3003435.500000 Penalty: 5091.751465
	Iteration 23Q: 3 clusters Score -3003436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3003439.250000 Penalty: 5091.751465
	Iteration 24Q: 3 clusters Score -3003439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -3003446.750000 Penalty: 5091.751465
	Iteration 25Q: 3 clusters Score -3003447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3003454.500000 Penalty: 5091.751465
	Iteration 26Q: 3 clusters Score -3003454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -3003464.750000 Penalty: 5091.751465
	Iteration 27Q: 3 clusters Score -3003465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3003467.250000 Penalty: 5091.751465
	Iteration 28Q: 3 clusters Score -3003467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3003473.750000 Penalty: 5091.751465
	Iteration 29Q: 3 clusters Score -3003474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -3003484.750000 Penalty: 5091.751465
	Iteration 30Q: 3 clusters Score -3003485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -3003492.000000 Penalty: 5091.751465
	Iteration 31Q: 3 clusters Score -3003492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3003503.250000 Penalty: 5091.751465
	Iteration 32Q: 3 clusters Score -3003503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -3003506.750000 Penalty: 5091.751465
	Iteration 33Q: 3 clusters Score -3003507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -3003504.500000 Penalty: 5091.751465
	Iteration 34Q: 3 clusters Score -3003504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -3003510.000000 Penalty: 5091.751465
	Iteration 35Q: 3 clusters Score -3003510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -3003511.250000 Penalty: 5091.751465
	Iteration 36Q: 3 clusters Score -3003511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -3003511.250000 Penalty: 5091.751465
	Iteration 37Q: 3 clusters Score -3003511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -3003513.750000 Penalty: 5091.751465
	Iteration 38Q: 3 clusters Score -3003514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3003517.500000 Penalty: 5091.751465
	Iteration 39Q: 3 clusters Score -3003518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -3003516.750000 Penalty: 5091.751465
	Iteration 40F: 3 clusters Score -3003517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3003516.750000 Penalty: 5091.751465
	Iteration 41Q: 3 clusters Score -3003517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -3003519.250000 Penalty: 5091.751465
	Iteration 42Q: 3 clusters Score -3003519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -3003513.500000 Penalty: 5091.751465
	Iteration 43Q: 3 clusters Score -3003514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3003516.250000 Penalty: 5091.751465
	Iteration 44Q: 3 clusters Score -3003516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -3003521.250000 Penalty: 5091.751465
	Iteration 45Q: 3 clusters Score -3003521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3003517.750000 Penalty: 5091.751465
	Iteration 46Q: 3 clusters Score -3003518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -3003517.250000 Penalty: 5091.751465
	Iteration 47Q: 3 clusters Score -3003517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3003516.750000 Penalty: 5091.751465
	Iteration 48Q: 3 clusters Score -3003517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3003518.000000 Penalty: 5091.751465
	Iteration 49Q: 3 clusters Score -3003518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3003518.500000 Penalty: 5091.751465
	Iteration 50Q: 3 clusters Score -3003518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -3003518.500000 Penalty: 5091.751465
	Iteration 51F: 3 clusters Score -3003518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (86306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86306 members 
Entering Unmasked Estep 
Score: -9771824.000000 Penalty: 2818.682129
	Iteration 0F: 2 clusters Score -9771824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -9714125.000000 Penalty: 5637.364258
	Iteration 0F: 3 clusters Score -9714125 nChanged 40545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -9737391.000000 Penalty: 5637.364258
	Iteration 1F: 3 clusters Score -9737391 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -9738370.000000 Penalty: 5637.364258
	Iteration 2Q: 3 clusters Score -9738370 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -9739733.000000 Penalty: 5637.364258
	Iteration 3Q: 3 clusters Score -9739733 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -9741792.000000 Penalty: 5637.364258
	Iteration 4Q: 3 clusters Score -9741792 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -9744741.000000 Penalty: 5637.364258
	Iteration 5F: 3 clusters Score -9744741 nChanged 5903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -9748739.000000 Penalty: 5637.364258
	Iteration 6F: 3 clusters Score -9748739 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -9753797.000000 Penalty: 5637.364258
	Iteration 7F: 3 clusters Score -9753797 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 63882 members 
Entering Unmasked Estep 
Score: -9759238.000000 Penalty: 5637.364258
	Iteration 8F: 3 clusters Score -9759238 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -9762947.000000 Penalty: 5637.364258
	Iteration 9F: 3 clusters Score -9762947 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 68855 members 
Entering Unmasked Estep 
Score: -9764545.000000 Penalty: 5637.364258
	Iteration 10Q: 3 clusters Score -9764545 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 70374 members 
Entering Unmasked Estep 
Score: -9765272.000000 Penalty: 5637.364258
	Iteration 11Q: 3 clusters Score -9765272 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -9765894.000000 Penalty: 5637.364258
	Iteration 12Q: 3 clusters Score -9765894 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -9766354.000000 Penalty: 5637.364258
	Iteration 13Q: 3 clusters Score -9766354 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 74119 members 
Entering Unmasked Estep 
Score: -9766784.000000 Penalty: 5637.364258
	Iteration 14Q: 3 clusters Score -9766784 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
Score: -9767270.000000 Penalty: 5637.364258
	Iteration 15Q: 3 clusters Score -9767270 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 76188 members 
Entering Unmasked Estep 
Score: -9767617.000000 Penalty: 5637.364258
	Iteration 16Q: 3 clusters Score -9767617 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 77081 members 
Entering Unmasked Estep 
Score: -9767989.000000 Penalty: 5637.364258
	Iteration 17Q: 3 clusters Score -9767989 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -9768308.000000 Penalty: 5637.364258
	Iteration 18Q: 3 clusters Score -9768308 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 78580 members 
Entering Unmasked Estep 
Score: -9768525.000000 Penalty: 5637.364258
	Iteration 19Q: 3 clusters Score -9768525 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 79203 members 
Entering Unmasked Estep 
Score: -9768771.000000 Penalty: 5637.364258
	Iteration 20F: 3 clusters Score -9768771 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 79794 members 
Entering Unmasked Estep 
Score: -9768966.000000 Penalty: 5637.364258
	Iteration 21Q: 3 clusters Score -9768966 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 80290 members 
Entering Unmasked Estep 
Score: -9769140.000000 Penalty: 5637.364258
	Iteration 22Q: 3 clusters Score -9769140 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 80727 members 
Entering Unmasked Estep 
Score: -9769273.000000 Penalty: 5637.364258
	Iteration 23Q: 3 clusters Score -9769273 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -9769359.000000 Penalty: 5637.364258
	Iteration 24Q: 3 clusters Score -9769359 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 81396 members 
Entering Unmasked Estep 
Score: -9769434.000000 Penalty: 5637.364258
	Iteration 25Q: 3 clusters Score -9769434 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
Score: -9769520.000000 Penalty: 5637.364258
	Iteration 26Q: 3 clusters Score -9769520 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 81900 members 
Entering Unmasked Estep 
Score: -9769582.000000 Penalty: 5637.364258
	Iteration 27Q: 3 clusters Score -9769582 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 82108 members 
Entering Unmasked Estep 
Score: -9769628.000000 Penalty: 5637.364258
	Iteration 28Q: 3 clusters Score -9769628 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 82297 members 
Entering Unmasked Estep 
Score: -9769643.000000 Penalty: 5637.364258
	Iteration 29Q: 3 clusters Score -9769643 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 82466 members 
Entering Unmasked Estep 
Score: -9769728.000000 Penalty: 5637.364258
	Iteration 30Q: 3 clusters Score -9769728 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 82604 members 
Entering Unmasked Estep 
Score: -9769735.000000 Penalty: 5637.364258
	Iteration 31Q: 3 clusters Score -9769735 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 82721 members 
Entering Unmasked Estep 
Score: -9769766.000000 Penalty: 5637.364258
	Iteration 32Q: 3 clusters Score -9769766 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -9769812.000000 Penalty: 5637.364258
	Iteration 33Q: 3 clusters Score -9769812 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -9769822.000000 Penalty: 5637.364258
	Iteration 34Q: 3 clusters Score -9769822 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -9769839.000000 Penalty: 5637.364258
	Iteration 35Q: 3 clusters Score -9769839 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 83087 members 
Entering Unmasked Estep 
Score: -9769850.000000 Penalty: 5637.364258
	Iteration 36Q: 3 clusters Score -9769850 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -9769852.000000 Penalty: 5637.364258
	Iteration 37Q: 3 clusters Score -9769852 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 83229 members 
Entering Unmasked Estep 
Score: -9769848.000000 Penalty: 5637.364258
	Iteration 38Q: 3 clusters Score -9769848 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -9769876.000000 Penalty: 5637.364258
	Iteration 39Q: 3 clusters Score -9769876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 83352 members 
Entering Unmasked Estep 
Score: -9769877.000000 Penalty: 5637.364258
	Iteration 40F: 3 clusters Score -9769877 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 83414 members 
Entering Unmasked Estep 
Score: -9769903.000000 Penalty: 5637.364258
	Iteration 41Q: 3 clusters Score -9769903 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 83469 members 
Entering Unmasked Estep 
Score: -9769897.000000 Penalty: 5637.364258
	Iteration 42Q: 3 clusters Score -9769897 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 83520 members 
Entering Unmasked Estep 
Score: -9769918.000000 Penalty: 5637.364258
	Iteration 43Q: 3 clusters Score -9769918 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 83567 members 
Entering Unmasked Estep 
Score: -9769936.000000 Penalty: 5637.364258
	Iteration 44Q: 3 clusters Score -9769936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 83612 members 
Entering Unmasked Estep 
Score: -9769936.000000 Penalty: 5637.364258
	Iteration 45Q: 3 clusters Score -9769936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 83658 members 
Entering Unmasked Estep 
Score: -9769941.000000 Penalty: 5637.364258
	Iteration 46Q: 3 clusters Score -9769941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 83696 members 
Entering Unmasked Estep 
Score: -9769966.000000 Penalty: 5637.364258
	Iteration 47Q: 3 clusters Score -9769966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 83729 members 
Entering Unmasked Estep 
Score: -9769985.000000 Penalty: 5637.364258
	Iteration 48Q: 3 clusters Score -9769985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 83755 members 
Entering Unmasked Estep 
Score: -9769972.000000 Penalty: 5637.364258
	Iteration 49Q: 3 clusters Score -9769972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 83774 members 
Entering Unmasked Estep 
Score: -9769978.000000 Penalty: 5637.364258
	Iteration 50Q: 3 clusters Score -9769978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -9769964.000000 Penalty: 5637.364258
	Iteration 51Q: 3 clusters Score -9769964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 83810 members 
Entering Unmasked Estep 
Score: -9769960.000000 Penalty: 5637.364258
	Iteration 52Q: 3 clusters Score -9769960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 83828 members 
Entering Unmasked Estep 
Score: -9769964.000000 Penalty: 5637.364258
	Iteration 53Q: 3 clusters Score -9769964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 83844 members 
Entering Unmasked Estep 
Score: -9769953.000000 Penalty: 5637.364258
	Iteration 54Q: 3 clusters Score -9769953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 83854 members 
Entering Unmasked Estep 
Score: -9769960.000000 Penalty: 5637.364258
	Iteration 55Q: 3 clusters Score -9769960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 83866 members 
Entering Unmasked Estep 
Score: -9769969.000000 Penalty: 5637.364258
	Iteration 56Q: 3 clusters Score -9769969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 83876 members 
Entering Unmasked Estep 
Score: -9769963.000000 Penalty: 5637.364258
	Iteration 57Q: 3 clusters Score -9769963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 83882 members 
Entering Unmasked Estep 
Score: -9769976.000000 Penalty: 5637.364258
	Iteration 58Q: 3 clusters Score -9769976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 83891 members 
Entering Unmasked Estep 
Score: -9769979.000000 Penalty: 5637.364258
	Iteration 59Q: 3 clusters Score -9769979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 83899 members 
Entering Unmasked Estep 
Score: -9769983.000000 Penalty: 5637.364258
	Iteration 60F: 3 clusters Score -9769983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -9769966.000000 Penalty: 5637.364258
	Iteration 61Q: 3 clusters Score -9769966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 83919 members 
Entering Unmasked Estep 
Score: -9769964.000000 Penalty: 5637.364258
	Iteration 62Q: 3 clusters Score -9769964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 83931 members 
Entering Unmasked Estep 
Score: -9769973.000000 Penalty: 5637.364258
	Iteration 63Q: 3 clusters Score -9769973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -9769975.000000 Penalty: 5637.364258
	Iteration 64Q: 3 clusters Score -9769975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 83947 members 
Entering Unmasked Estep 
Score: -9769980.000000 Penalty: 5637.364258
	Iteration 65Q: 3 clusters Score -9769980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 83953 members 
Entering Unmasked Estep 
Score: -9769981.000000 Penalty: 5637.364258
	Iteration 66Q: 3 clusters Score -9769981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 83961 members 
Entering Unmasked Estep 
Score: -9769986.000000 Penalty: 5637.364258
	Iteration 67Q: 3 clusters Score -9769986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 83966 members 
Entering Unmasked Estep 
Score: -9769985.000000 Penalty: 5637.364258
	Iteration 68Q: 3 clusters Score -9769985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 83974 members 
Entering Unmasked Estep 
Score: -9769997.000000 Penalty: 5637.364258
	Iteration 69Q: 3 clusters Score -9769997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 83985 members 
Entering Unmasked Estep 
Score: -9769984.000000 Penalty: 5637.364258
	Iteration 70Q: 3 clusters Score -9769984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 84001 members 
Entering Unmasked Estep 
Score: -9770007.000000 Penalty: 5637.364258
	Iteration 71Q: 3 clusters Score -9770007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 84011 members 
Entering Unmasked Estep 
Score: -9770014.000000 Penalty: 5637.364258
	Iteration 72Q: 3 clusters Score -9770014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -9770020.000000 Penalty: 5637.364258
	Iteration 73Q: 3 clusters Score -9770020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 84035 members 
Entering Unmasked Estep 
Score: -9770027.000000 Penalty: 5637.364258
	Iteration 74Q: 3 clusters Score -9770027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 84044 members 
Entering Unmasked Estep 
Score: -9770022.000000 Penalty: 5637.364258
	Iteration 75Q: 3 clusters Score -9770022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 84055 members 
Entering Unmasked Estep 
Score: -9770037.000000 Penalty: 5637.364258
	Iteration 76Q: 3 clusters Score -9770037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 84064 members 
Entering Unmasked Estep 
Score: -9770042.000000 Penalty: 5637.364258
	Iteration 77Q: 3 clusters Score -9770042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 84072 members 
Entering Unmasked Estep 
Score: -9770040.000000 Penalty: 5637.364258
	Iteration 78Q: 3 clusters Score -9770040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 84083 members 
Entering Unmasked Estep 
Score: -9770030.000000 Penalty: 5637.364258
	Iteration 79Q: 3 clusters Score -9770030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 84090 members 
Entering Unmasked Estep 
Score: -9770036.000000 Penalty: 5637.364258
	Iteration 80F: 3 clusters Score -9770036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -9770041.000000 Penalty: 5637.364258
	Iteration 81Q: 3 clusters Score -9770041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 84104 members 
Entering Unmasked Estep 
Score: -9770044.000000 Penalty: 5637.364258
	Iteration 82Q: 3 clusters Score -9770044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 84108 members 
Entering Unmasked Estep 
Score: -9770038.000000 Penalty: 5637.364258
	Iteration 83Q: 3 clusters Score -9770038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 84111 members 
Entering Unmasked Estep 
Score: -9770043.000000 Penalty: 5637.364258
	Iteration 84Q: 3 clusters Score -9770043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 84113 members 
Entering Unmasked Estep 
Score: -9770043.000000 Penalty: 5637.364258
	Iteration 85Q: 3 clusters Score -9770043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 84114 members 
Entering Unmasked Estep 
Score: -9770047.000000 Penalty: 5637.364258
	Iteration 86Q: 3 clusters Score -9770047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 84115 members 
Entering Unmasked Estep 
Score: -9770036.000000 Penalty: 5637.364258
	Iteration 87Q: 3 clusters Score -9770036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -9770045.000000 Penalty: 5637.364258
	Iteration 88Q: 3 clusters Score -9770045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 84117 members 
Entering Unmasked Estep 
Score: -9770048.000000 Penalty: 5637.364258
	Iteration 89Q: 3 clusters Score -9770048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 84120 members 
Entering Unmasked Estep 
Score: -9770043.000000 Penalty: 5637.364258
	Iteration 90Q: 3 clusters Score -9770043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -9770039.000000 Penalty: 5637.364258
	Iteration 91Q: 3 clusters Score -9770039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 84126 members 
Entering Unmasked Estep 
Score: -9770041.000000 Penalty: 5637.364258
	Iteration 92Q: 3 clusters Score -9770041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 84129 members 
Entering Unmasked Estep 
Score: -9770041.000000 Penalty: 5637.364258
	Iteration 93Q: 3 clusters Score -9770041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 84133 members 
Entering Unmasked Estep 
Score: -9770032.000000 Penalty: 5637.364258
	Iteration 94Q: 3 clusters Score -9770032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 84135 members 
Entering Unmasked Estep 
Score: -9770036.000000 Penalty: 5637.364258
	Iteration 95Q: 3 clusters Score -9770036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 84138 members 
Entering Unmasked Estep 
Score: -9770046.000000 Penalty: 5637.364258
	Iteration 96Q: 3 clusters Score -9770046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -9770048.000000 Penalty: 5637.364258
	Iteration 97Q: 3 clusters Score -9770048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 84144 members 
Entering Unmasked Estep 
Score: -9770051.000000 Penalty: 5637.364258
	Iteration 98Q: 3 clusters Score -9770051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 84148 members 
Entering Unmasked Estep 
Score: -9770055.000000 Penalty: 5637.364258
	Iteration 99Q: 3 clusters Score -9770055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 84151 members 
Entering Unmasked Estep 
Score: -9770049.000000 Penalty: 5637.364258
	Iteration 100F: 3 clusters Score -9770049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 84155 members 
Entering Unmasked Estep 
Score: -9770051.000000 Penalty: 5637.364258
	Iteration 101Q: 3 clusters Score -9770051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 84162 members 
Entering Unmasked Estep 
Score: -9770035.000000 Penalty: 5637.364258
	Iteration 102Q: 3 clusters Score -9770035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 84171 members 
Entering Unmasked Estep 
Score: -9770038.000000 Penalty: 5637.364258
	Iteration 103Q: 3 clusters Score -9770038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -9770045.000000 Penalty: 5637.364258
	Iteration 104Q: 3 clusters Score -9770045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 84179 members 
Entering Unmasked Estep 
Score: -9770043.000000 Penalty: 5637.364258
	Iteration 105Q: 3 clusters Score -9770043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 84182 members 
Entering Unmasked Estep 
Score: -9770050.000000 Penalty: 5637.364258
	Iteration 106Q: 3 clusters Score -9770050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 84183 members 
Entering Unmasked Estep 
Score: -9770050.000000 Penalty: 5637.364258
	Iteration 107Q: 3 clusters Score -9770050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 84183 members 
Entering Unmasked Estep 
Score: -9770050.000000 Penalty: 5637.364258
	Iteration 108F: 3 clusters Score -9770050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Entering Unmasked Estep 
Score: -2835241.750000 Penalty: 2513.439697
	Iteration 0F: 2 clusters Score -2835242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2817773.250000 Penalty: 5026.879395
	Iteration 0F: 3 clusters Score -2817773 nChanged 11231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2823813.250000 Penalty: 5026.879395
	Iteration 1F: 3 clusters Score -2823813 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2824276.000000 Penalty: 5026.879395
	Iteration 2F: 3 clusters Score -2824276 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -2824707.750000 Penalty: 5026.879395
	Iteration 3Q: 3 clusters Score -2824708 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2825231.750000 Penalty: 5026.879395
	Iteration 4Q: 3 clusters Score -2825232 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2825830.750000 Penalty: 5026.879395
	Iteration 5Q: 3 clusters Score -2825831 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2826565.750000 Penalty: 5026.879395
	Iteration 6F: 3 clusters Score -2826566 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2827522.750000 Penalty: 5026.879395
	Iteration 7F: 3 clusters Score -2827523 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2828750.750000 Penalty: 5026.879395
	Iteration 8F: 3 clusters Score -2828751 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2830123.000000 Penalty: 5026.879395
	Iteration 9F: 3 clusters Score -2830123 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -2831411.000000 Penalty: 5026.879395
	Iteration 10F: 3 clusters Score -2831411 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2832374.750000 Penalty: 5026.879395
	Iteration 11Q: 3 clusters Score -2832375 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2832907.250000 Penalty: 5026.879395
	Iteration 12Q: 3 clusters Score -2832907 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -2833188.750000 Penalty: 5026.879395
	Iteration 13Q: 3 clusters Score -2833189 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2833345.500000 Penalty: 5026.879395
	Iteration 14Q: 3 clusters Score -2833346 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2833414.250000 Penalty: 5026.879395
	Iteration 15Q: 3 clusters Score -2833414 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2833462.000000 Penalty: 5026.879395
	Iteration 16Q: 3 clusters Score -2833462 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2833492.750000 Penalty: 5026.879395
	Iteration 17Q: 3 clusters Score -2833493 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2833513.250000 Penalty: 5026.879395
	Iteration 18Q: 3 clusters Score -2833513 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2833546.000000 Penalty: 5026.879395
	Iteration 19Q: 3 clusters Score -2833546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2833550.750000 Penalty: 5026.879395
	Iteration 20F: 3 clusters Score -2833551 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -2833563.750000 Penalty: 5026.879395
	Iteration 21Q: 3 clusters Score -2833564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2833567.000000 Penalty: 5026.879395
	Iteration 22Q: 3 clusters Score -2833567 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -2833567.500000 Penalty: 5026.879395
	Iteration 23Q: 3 clusters Score -2833568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2833587.500000 Penalty: 5026.879395
	Iteration 24Q: 3 clusters Score -2833588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2833589.500000 Penalty: 5026.879395
	Iteration 25Q: 3 clusters Score -2833590 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -2833585.000000 Penalty: 5026.879395
	Iteration 26Q: 3 clusters Score -2833585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2833596.000000 Penalty: 5026.879395
	Iteration 27Q: 3 clusters Score -2833596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2833597.500000 Penalty: 5026.879395
	Iteration 28Q: 3 clusters Score -2833598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2833594.250000 Penalty: 5026.879395
	Iteration 29Q: 3 clusters Score -2833594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2833595.250000 Penalty: 5026.879395
	Iteration 30Q: 3 clusters Score -2833595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2833598.500000 Penalty: 5026.879395
	Iteration 31Q: 3 clusters Score -2833598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -2833599.500000 Penalty: 5026.879395
	Iteration 32Q: 3 clusters Score -2833600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2833604.500000 Penalty: 5026.879395
	Iteration 33Q: 3 clusters Score -2833604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2833609.750000 Penalty: 5026.879395
	Iteration 34Q: 3 clusters Score -2833610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2833606.250000 Penalty: 5026.879395
	Iteration 35Q: 3 clusters Score -2833606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -2833615.750000 Penalty: 5026.879395
	Iteration 36Q: 3 clusters Score -2833616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2833613.500000 Penalty: 5026.879395
	Iteration 37Q: 3 clusters Score -2833614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -2833621.000000 Penalty: 5026.879395
	Iteration 38Q: 3 clusters Score -2833621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2833621.750000 Penalty: 5026.879395
	Iteration 39Q: 3 clusters Score -2833622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2833620.750000 Penalty: 5026.879395
	Iteration 40F: 3 clusters Score -2833621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2833626.750000 Penalty: 5026.879395
	Iteration 41Q: 3 clusters Score -2833627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2833634.750000 Penalty: 5026.879395
	Iteration 42Q: 3 clusters Score -2833635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2833635.000000 Penalty: 5026.879395
	Iteration 43Q: 3 clusters Score -2833635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -2833634.250000 Penalty: 5026.879395
	Iteration 44Q: 3 clusters Score -2833634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2833637.000000 Penalty: 5026.879395
	Iteration 45Q: 3 clusters Score -2833637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -2833631.750000 Penalty: 5026.879395
	Iteration 46Q: 3 clusters Score -2833632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2833636.250000 Penalty: 5026.879395
	Iteration 47Q: 3 clusters Score -2833636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2833636.250000 Penalty: 5026.879395
	Iteration 48Q: 3 clusters Score -2833636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2833632.750000 Penalty: 5026.879395
	Iteration 49Q: 3 clusters Score -2833633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2833635.000000 Penalty: 5026.879395
	Iteration 50Q: 3 clusters Score -2833635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2833631.500000 Penalty: 5026.879395
	Iteration 51Q: 3 clusters Score -2833632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -2833638.250000 Penalty: 5026.879395
	Iteration 52Q: 3 clusters Score -2833638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2833642.750000 Penalty: 5026.879395
	Iteration 53Q: 3 clusters Score -2833643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2833642.000000 Penalty: 5026.879395
	Iteration 54Q: 3 clusters Score -2833642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2833644.750000 Penalty: 5026.879395
	Iteration 55Q: 3 clusters Score -2833645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2833646.000000 Penalty: 5026.879395
	Iteration 56Q: 3 clusters Score -2833646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -2833647.750000 Penalty: 5026.879395
	Iteration 57Q: 3 clusters Score -2833648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2833647.000000 Penalty: 5026.879395
	Iteration 58Q: 3 clusters Score -2833647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2833648.750000 Penalty: 5026.879395
	Iteration 59Q: 3 clusters Score -2833649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2833646.250000 Penalty: 5026.879395
	Iteration 60F: 3 clusters Score -2833646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2833648.250000 Penalty: 5026.879395
	Iteration 61Q: 3 clusters Score -2833648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2833648.250000 Penalty: 5026.879395
	Iteration 62F: 3 clusters Score -2833648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Entering Unmasked Estep 
Score: -863698.437500 Penalty: 2224.478027
	Iteration 0F: 2 clusters Score -863698.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -857338.062500 Penalty: 4448.956055
	Iteration 0F: 3 clusters Score -857338.1 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -858999.937500 Penalty: 4448.956055
	Iteration 1F: 3 clusters Score -858999.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -859250.125000 Penalty: 4448.956055
	Iteration 2F: 3 clusters Score -859250.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -859418.500000 Penalty: 4448.956055
	Iteration 3Q: 3 clusters Score -859418.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -859552.687500 Penalty: 4448.956055
	Iteration 4Q: 3 clusters Score -859552.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -859655.750000 Penalty: 4448.956055
	Iteration 5Q: 3 clusters Score -859655.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -859735.750000 Penalty: 4448.956055
	Iteration 6Q: 3 clusters Score -859735.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -859807.437500 Penalty: 4448.956055
	Iteration 7Q: 3 clusters Score -859807.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -859871.750000 Penalty: 4448.956055
	Iteration 8Q: 3 clusters Score -859871.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -859920.750000 Penalty: 4448.956055
	Iteration 9Q: 3 clusters Score -859920.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -859968.687500 Penalty: 4448.956055
	Iteration 10Q: 3 clusters Score -859968.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -860020.562500 Penalty: 4448.956055
	Iteration 11Q: 3 clusters Score -860020.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -860068.125000 Penalty: 4448.956055
	Iteration 12Q: 3 clusters Score -860068.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -860122.000000 Penalty: 4448.956055
	Iteration 13Q: 3 clusters Score -860122 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -860179.562500 Penalty: 4448.956055
	Iteration 14Q: 3 clusters Score -860179.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -860239.375000 Penalty: 4448.956055
	Iteration 15Q: 3 clusters Score -860239.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -860297.625000 Penalty: 4448.956055
	Iteration 16Q: 3 clusters Score -860297.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -860343.000000 Penalty: 4448.956055
	Iteration 17Q: 3 clusters Score -860343 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -860399.000000 Penalty: 4448.956055
	Iteration 18Q: 3 clusters Score -860399 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -860455.000000 Penalty: 4448.956055
	Iteration 19Q: 3 clusters Score -860455 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -860520.187500 Penalty: 4448.956055
	Iteration 20F: 3 clusters Score -860520.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -860605.812500 Penalty: 4448.956055
	Iteration 21Q: 3 clusters Score -860605.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -860694.562500 Penalty: 4448.956055
	Iteration 22Q: 3 clusters Score -860694.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -860781.375000 Penalty: 4448.956055
	Iteration 23Q: 3 clusters Score -860781.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -860879.250000 Penalty: 4448.956055
	Iteration 24Q: 3 clusters Score -860879.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -860982.187500 Penalty: 4448.956055
	Iteration 25Q: 3 clusters Score -860982.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -861097.750000 Penalty: 4448.956055
	Iteration 26Q: 3 clusters Score -861097.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -861225.125000 Penalty: 4448.956055
	Iteration 27Q: 3 clusters Score -861225.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -861331.875000 Penalty: 4448.956055
	Iteration 28Q: 3 clusters Score -861331.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -861400.875000 Penalty: 4448.956055
	Iteration 29Q: 3 clusters Score -861400.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -861459.625000 Penalty: 4448.956055
	Iteration 30Q: 3 clusters Score -861459.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -861499.750000 Penalty: 4448.956055
	Iteration 31Q: 3 clusters Score -861499.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -861527.437500 Penalty: 4448.956055
	Iteration 32Q: 3 clusters Score -861527.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -861549.500000 Penalty: 4448.956055
	Iteration 33Q: 3 clusters Score -861549.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -861561.000000 Penalty: 4448.956055
	Iteration 34Q: 3 clusters Score -861561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -861570.187500 Penalty: 4448.956055
	Iteration 35Q: 3 clusters Score -861570.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -861576.687500 Penalty: 4448.956055
	Iteration 36Q: 3 clusters Score -861576.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -861582.750000 Penalty: 4448.956055
	Iteration 37Q: 3 clusters Score -861582.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -861588.312500 Penalty: 4448.956055
	Iteration 38Q: 3 clusters Score -861588.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -861595.812500 Penalty: 4448.956055
	Iteration 39Q: 3 clusters Score -861595.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -861602.062500 Penalty: 4448.956055
	Iteration 40F: 3 clusters Score -861602.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -861601.312500 Penalty: 4448.956055
	Iteration 41Q: 3 clusters Score -861601.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -861606.062500 Penalty: 4448.956055
	Iteration 42Q: 3 clusters Score -861606.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -861608.062500 Penalty: 4448.956055
	Iteration 43Q: 3 clusters Score -861608.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -861609.562500 Penalty: 4448.956055
	Iteration 44Q: 3 clusters Score -861609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -861610.937500 Penalty: 4448.956055
	Iteration 45Q: 3 clusters Score -861610.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -861611.562500 Penalty: 4448.956055
	Iteration 46Q: 3 clusters Score -861611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -861609.875000 Penalty: 4448.956055
	Iteration 47Q: 3 clusters Score -861609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -861612.812500 Penalty: 4448.956055
	Iteration 48Q: 3 clusters Score -861612.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -861614.125000 Penalty: 4448.956055
	Iteration 49Q: 3 clusters Score -861614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -861614.375000 Penalty: 4448.956055
	Iteration 50Q: 3 clusters Score -861614.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -861613.500000 Penalty: 4448.956055
	Iteration 51Q: 3 clusters Score -861613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -861614.062500 Penalty: 4448.956055
	Iteration 52Q: 3 clusters Score -861614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -861615.000000 Penalty: 4448.956055
	Iteration 53Q: 3 clusters Score -861615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -861615.000000 Penalty: 4448.956055
	Iteration 54F: 3 clusters Score -861615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -85016.695312 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -85016.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -83282.859375 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -83282.86 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -83886.460938 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -83886.46 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -84196.414062 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -84196.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -84308.445312 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -84308.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -84378.531250 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -84378.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -84414.515625 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -84414.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -84430.593750 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -84430.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -84442.789062 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -84442.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -84447.046875 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -84447.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -84448.500000 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -84448.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -84448.500000 Penalty: 3369.559082
	Iteration 10F: 3 clusters Score -84448.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -284372.687500 Penalty: 1948.175049
	Iteration 0F: 2 clusters Score -284372.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -281335.781250 Penalty: 3896.350098
	Iteration 0F: 3 clusters Score -281335.8 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -281941.000000 Penalty: 3896.350098
	Iteration 1F: 3 clusters Score -281941 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -282109.468750 Penalty: 3896.350098
	Iteration 2F: 3 clusters Score -282109.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -282234.312500 Penalty: 3896.350098
	Iteration 3F: 3 clusters Score -282234.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -282305.468750 Penalty: 3896.350098
	Iteration 4Q: 3 clusters Score -282305.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -282361.031250 Penalty: 3896.350098
	Iteration 5Q: 3 clusters Score -282361 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -282399.531250 Penalty: 3896.350098
	Iteration 6Q: 3 clusters Score -282399.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -282427.812500 Penalty: 3896.350098
	Iteration 7Q: 3 clusters Score -282427.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -282456.812500 Penalty: 3896.350098
	Iteration 8Q: 3 clusters Score -282456.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -282489.468750 Penalty: 3896.350098
	Iteration 9Q: 3 clusters Score -282489.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -282519.937500 Penalty: 3896.350098
	Iteration 10Q: 3 clusters Score -282519.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -282546.968750 Penalty: 3896.350098
	Iteration 11Q: 3 clusters Score -282547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -282577.312500 Penalty: 3896.350098
	Iteration 12Q: 3 clusters Score -282577.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -282603.750000 Penalty: 3896.350098
	Iteration 13Q: 3 clusters Score -282603.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -282637.656250 Penalty: 3896.350098
	Iteration 14Q: 3 clusters Score -282637.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -282675.468750 Penalty: 3896.350098
	Iteration 15Q: 3 clusters Score -282675.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -282717.656250 Penalty: 3896.350098
	Iteration 16Q: 3 clusters Score -282717.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -282777.562500 Penalty: 3896.350098
	Iteration 17Q: 3 clusters Score -282777.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -282862.843750 Penalty: 3896.350098
	Iteration 18Q: 3 clusters Score -282862.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -282985.500000 Penalty: 3896.350098
	Iteration 19Q: 3 clusters Score -282985.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -283151.937500 Penalty: 3896.350098
	Iteration 20F: 3 clusters Score -283151.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -283342.187500 Penalty: 3896.350098
	Iteration 21Q: 3 clusters Score -283342.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -283537.750000 Penalty: 3896.350098
	Iteration 22Q: 3 clusters Score -283537.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -283715.156250 Penalty: 3896.350098
	Iteration 23Q: 3 clusters Score -283715.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -283853.875000 Penalty: 3896.350098
	Iteration 24Q: 3 clusters Score -283853.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -283907.031250 Penalty: 3896.350098
	Iteration 25Q: 3 clusters Score -283907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -283919.500000 Penalty: 3896.350098
	Iteration 26Q: 3 clusters Score -283919.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -283921.843750 Penalty: 3896.350098
	Iteration 27Q: 3 clusters Score -283921.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -283921.843750 Penalty: 3896.350098
	Iteration 28F: 3 clusters Score -283921.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Entering Unmasked Estep 
Score: -999475.000000 Penalty: 2254.789795
	Iteration 0F: 2 clusters Score -999475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -992469.250000 Penalty: 4509.579590
	Iteration 0F: 3 clusters Score -992469.2 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -994398.750000 Penalty: 4509.579590
	Iteration 1F: 3 clusters Score -994398.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -994720.125000 Penalty: 4509.579590
	Iteration 2F: 3 clusters Score -994720.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -995002.312500 Penalty: 4509.579590
	Iteration 3F: 3 clusters Score -995002.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -995241.937500 Penalty: 4509.579590
	Iteration 4Q: 3 clusters Score -995241.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -995519.250000 Penalty: 4509.579590
	Iteration 5Q: 3 clusters Score -995519.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -995810.812500 Penalty: 4509.579590
	Iteration 6F: 3 clusters Score -995810.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -996098.375000 Penalty: 4509.579590
	Iteration 7Q: 3 clusters Score -996098.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -996403.062500 Penalty: 4509.579590
	Iteration 8Q: 3 clusters Score -996403.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -996713.062500 Penalty: 4509.579590
	Iteration 9Q: 3 clusters Score -996713.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -997002.562500 Penalty: 4509.579590
	Iteration 10Q: 3 clusters Score -997002.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -997266.687500 Penalty: 4509.579590
	Iteration 11Q: 3 clusters Score -997266.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -997425.437500 Penalty: 4509.579590
	Iteration 12Q: 3 clusters Score -997425.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -997512.687500 Penalty: 4509.579590
	Iteration 13Q: 3 clusters Score -997512.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -997586.500000 Penalty: 4509.579590
	Iteration 14Q: 3 clusters Score -997586.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -997615.562500 Penalty: 4509.579590
	Iteration 15Q: 3 clusters Score -997615.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -997638.437500 Penalty: 4509.579590
	Iteration 16Q: 3 clusters Score -997638.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -997663.937500 Penalty: 4509.579590
	Iteration 17Q: 3 clusters Score -997663.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -997680.875000 Penalty: 4509.579590
	Iteration 18Q: 3 clusters Score -997680.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -997689.687500 Penalty: 4509.579590
	Iteration 19Q: 3 clusters Score -997689.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -997692.750000 Penalty: 4509.579590
	Iteration 20F: 3 clusters Score -997692.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -997696.437500 Penalty: 4509.579590
	Iteration 21Q: 3 clusters Score -997696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -997699.062500 Penalty: 4509.579590
	Iteration 22Q: 3 clusters Score -997699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -997701.000000 Penalty: 4509.579590
	Iteration 23Q: 3 clusters Score -997701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -997704.250000 Penalty: 4509.579590
	Iteration 24Q: 3 clusters Score -997704.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -997704.062500 Penalty: 4509.579590
	Iteration 25Q: 3 clusters Score -997704.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -997705.187500 Penalty: 4509.579590
	Iteration 26Q: 3 clusters Score -997705.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -997707.250000 Penalty: 4509.579590
	Iteration 27Q: 3 clusters Score -997707.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -997707.875000 Penalty: 4509.579590
	Iteration 28Q: 3 clusters Score -997707.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -997709.312500 Penalty: 4509.579590
	Iteration 29Q: 3 clusters Score -997709.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -997710.625000 Penalty: 4509.579590
	Iteration 30Q: 3 clusters Score -997710.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -997711.562500 Penalty: 4509.579590
	Iteration 31Q: 3 clusters Score -997711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -997713.312500 Penalty: 4509.579590
	Iteration 32Q: 3 clusters Score -997713.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -997711.000000 Penalty: 4509.579590
	Iteration 33Q: 3 clusters Score -997711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -997713.625000 Penalty: 4509.579590
	Iteration 34Q: 3 clusters Score -997713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -997716.125000 Penalty: 4509.579590
	Iteration 35Q: 3 clusters Score -997716.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -997716.125000 Penalty: 4509.579590
	Iteration 36F: 3 clusters Score -997716.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Entering Unmasked Estep 
Score: -690168.750000 Penalty: 2204.103760
	Iteration 0F: 2 clusters Score -690168.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -684247.125000 Penalty: 4408.207520
	Iteration 0F: 3 clusters Score -684247.1 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -686031.500000 Penalty: 4408.207520
	Iteration 1F: 3 clusters Score -686031.5 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -686656.125000 Penalty: 4408.207520
	Iteration 2F: 3 clusters Score -686656.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -687436.687500 Penalty: 4408.207520
	Iteration 3F: 3 clusters Score -687436.7 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -688363.875000 Penalty: 4408.207520
	Iteration 4F: 3 clusters Score -688363.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -689224.500000 Penalty: 4408.207520
	Iteration 5F: 3 clusters Score -689224.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -689677.000000 Penalty: 4408.207520
	Iteration 6F: 3 clusters Score -689677 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -689863.750000 Penalty: 4408.207520
	Iteration 7Q: 3 clusters Score -689863.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -689934.937500 Penalty: 4408.207520
	Iteration 8Q: 3 clusters Score -689934.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -689962.687500 Penalty: 4408.207520
	Iteration 9Q: 3 clusters Score -689962.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -689978.875000 Penalty: 4408.207520
	Iteration 10Q: 3 clusters Score -689978.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -689993.312500 Penalty: 4408.207520
	Iteration 11Q: 3 clusters Score -689993.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -690000.062500 Penalty: 4408.207520
	Iteration 12Q: 3 clusters Score -690000.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -690003.062500 Penalty: 4408.207520
	Iteration 13Q: 3 clusters Score -690003.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -690005.187500 Penalty: 4408.207520
	Iteration 14Q: 3 clusters Score -690005.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -690010.562500 Penalty: 4408.207520
	Iteration 15Q: 3 clusters Score -690010.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -690014.750000 Penalty: 4408.207520
	Iteration 16Q: 3 clusters Score -690014.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -690014.812500 Penalty: 4408.207520
	Iteration 17Q: 3 clusters Score -690014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -690016.375000 Penalty: 4408.207520
	Iteration 18Q: 3 clusters Score -690016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -690016.625000 Penalty: 4408.207520
	Iteration 19Q: 3 clusters Score -690016.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -690017.375000 Penalty: 4408.207520
	Iteration 20F: 3 clusters Score -690017.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -690018.812500 Penalty: 4408.207520
	Iteration 21Q: 3 clusters Score -690018.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -690018.812500 Penalty: 4408.207520
	Iteration 22F: 3 clusters Score -690018.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (20195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Entering Unmasked Estep 
Score: -2288221.250000 Penalty: 2458.471191
	Iteration 0F: 2 clusters Score -2288221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2273986.250000 Penalty: 4916.942383
	Iteration 0F: 3 clusters Score -2273986 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2278735.000000 Penalty: 4916.942383
	Iteration 1F: 3 clusters Score -2278735 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2279099.000000 Penalty: 4916.942383
	Iteration 2F: 3 clusters Score -2279099 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2279392.000000 Penalty: 4916.942383
	Iteration 3Q: 3 clusters Score -2279392 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2279653.000000 Penalty: 4916.942383
	Iteration 4Q: 3 clusters Score -2279653 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2279982.000000 Penalty: 4916.942383
	Iteration 5Q: 3 clusters Score -2279982 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2280328.250000 Penalty: 4916.942383
	Iteration 6Q: 3 clusters Score -2280328 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2280764.000000 Penalty: 4916.942383
	Iteration 7Q: 3 clusters Score -2280764 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2281323.000000 Penalty: 4916.942383
	Iteration 8Q: 3 clusters Score -2281323 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -2282018.250000 Penalty: 4916.942383
	Iteration 9F: 3 clusters Score -2282018 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2282851.750000 Penalty: 4916.942383
	Iteration 10F: 3 clusters Score -2282852 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2283697.000000 Penalty: 4916.942383
	Iteration 11F: 3 clusters Score -2283697 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2284487.000000 Penalty: 4916.942383
	Iteration 12Q: 3 clusters Score -2284487 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2285087.750000 Penalty: 4916.942383
	Iteration 13Q: 3 clusters Score -2285088 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2285479.750000 Penalty: 4916.942383
	Iteration 14Q: 3 clusters Score -2285480 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -2285714.500000 Penalty: 4916.942383
	Iteration 15Q: 3 clusters Score -2285714 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2285861.500000 Penalty: 4916.942383
	Iteration 16Q: 3 clusters Score -2285862 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2285939.000000 Penalty: 4916.942383
	Iteration 17Q: 3 clusters Score -2285939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2285998.000000 Penalty: 4916.942383
	Iteration 18Q: 3 clusters Score -2285998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2286034.000000 Penalty: 4916.942383
	Iteration 19Q: 3 clusters Score -2286034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -2286051.250000 Penalty: 4916.942383
	Iteration 20F: 3 clusters Score -2286051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2286059.500000 Penalty: 4916.942383
	Iteration 21Q: 3 clusters Score -2286060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2286072.250000 Penalty: 4916.942383
	Iteration 22Q: 3 clusters Score -2286072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -2286082.500000 Penalty: 4916.942383
	Iteration 23Q: 3 clusters Score -2286082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -2286089.250000 Penalty: 4916.942383
	Iteration 24Q: 3 clusters Score -2286089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2286088.500000 Penalty: 4916.942383
	Iteration 25Q: 3 clusters Score -2286088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2286089.250000 Penalty: 4916.942383
	Iteration 26Q: 3 clusters Score -2286089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2286089.250000 Penalty: 4916.942383
	Iteration 27F: 3 clusters Score -2286089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 424 members 
Mstep: Class 1 contains 161668 members 
Mstep: Class 2 contains 113449 members 
Mstep: Class 3 contains 51667 members 
Mstep: Class 4 contains 43158 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 56382 members 
Mstep: Class 7 contains 33328 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 4357 members 
Mstep: Class 10 contains 223168 members 
Mstep: Class 11 contains 1005 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 14040 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28728 members 
Mstep: Class 16 contains 86306 members 
Mstep: Class 17 contains 25206 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 7241 members 
Mstep: Class 23 contains 20195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120864.000000 Penalty: 85009.898438
Iteration 119Q: 26 clusters Score -9.812086e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 162255 members 
Mstep: Class 2 contains 113486 members 
Mstep: Class 3 contains 51617 members 
Mstep: Class 4 contains 43309 members 
Mstep: Class 5 contains 991 members 
Mstep: Class 6 contains 56541 members 
Mstep: Class 7 contains 33326 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 222120 members 
Mstep: Class 11 contains 1005 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 14059 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28738 members 
Mstep: Class 16 contains 86418 members 
Mstep: Class 17 contains 25208 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8884 members 
Mstep: Class 22 contains 7241 members 
Mstep: Class 23 contains 20217 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98121104.000000 Penalty: 85009.898438
Iteration 120F: 26 clusters Score -9.81211e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 162944 members 
Mstep: Class 2 contains 113515 members 
Mstep: Class 3 contains 51564 members 
Mstep: Class 4 contains 43442 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 56713 members 
Mstep: Class 7 contains 33329 members 
Mstep: Class 8 contains 5040 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 221015 members 
Mstep: Class 11 contains 1004 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 14087 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28745 members 
Mstep: Class 16 contains 86492 members 
Mstep: Class 17 contains 25209 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 8886 members 
Mstep: Class 22 contains 7243 members 
Mstep: Class 23 contains 20233 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120992.000000 Penalty: 85009.898438
Iteration 121Q: 26 clusters Score -9.812099e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 163618 members 
Mstep: Class 2 contains 113546 members 
Mstep: Class 3 contains 51507 members 
Mstep: Class 4 contains 43568 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 56870 members 
Mstep: Class 7 contains 33325 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 219903 members 
Mstep: Class 11 contains 1004 members 
Mstep: Class 12 contains 2114 members 
Mstep: Class 13 contains 14119 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28745 members 
Mstep: Class 16 contains 86592 members 
Mstep: Class 17 contains 25217 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 8892 members 
Mstep: Class 22 contains 7243 members 
Mstep: Class 23 contains 20264 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120728.000000 Penalty: 85009.898438
Iteration 122Q: 26 clusters Score -9.812073e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 164317 members 
Mstep: Class 2 contains 113587 members 
Mstep: Class 3 contains 51429 members 
Mstep: Class 4 contains 43696 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 57019 members 
Mstep: Class 7 contains 33341 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 218800 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 2115 members 
Mstep: Class 13 contains 14139 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28754 members 
Mstep: Class 16 contains 86673 members 
Mstep: Class 17 contains 25216 members 
Mstep: Class 18 contains 7867 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8896 members 
Mstep: Class 22 contains 7245 members 
Mstep: Class 23 contains 20297 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120616.000000 Penalty: 85009.898438
Iteration 123Q: 26 clusters Score -9.812062e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 165034 members 
Mstep: Class 2 contains 113631 members 
Mstep: Class 3 contains 51380 members 
Mstep: Class 4 contains 43800 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 57172 members 
Mstep: Class 7 contains 33334 members 
Mstep: Class 8 contains 5042 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 217671 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 14160 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28751 members 
Mstep: Class 16 contains 86773 members 
Mstep: Class 17 contains 25223 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8898 members 
Mstep: Class 22 contains 7248 members 
Mstep: Class 23 contains 20331 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120472.000000 Penalty: 85009.898438
Iteration 124Q: 26 clusters Score -9.812047e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 165684 members 
Mstep: Class 2 contains 113686 members 
Mstep: Class 3 contains 51356 members 
Mstep: Class 4 contains 43880 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 57335 members 
Mstep: Class 7 contains 33319 members 
Mstep: Class 8 contains 5043 members 
Mstep: Class 9 contains 4358 members 
Mstep: Class 10 contains 216613 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 2118 members 
Mstep: Class 13 contains 14184 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28742 members 
Mstep: Class 16 contains 86859 members 
Mstep: Class 17 contains 25225 members 
Mstep: Class 18 contains 7873 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8904 members 
Mstep: Class 22 contains 7251 members 
Mstep: Class 23 contains 20363 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120504.000000 Penalty: 85009.898438
Iteration 125Q: 26 clusters Score -9.81205e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 166318 members 
Mstep: Class 2 contains 113729 members 
Mstep: Class 3 contains 51308 members 
Mstep: Class 4 contains 43973 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 57474 members 
Mstep: Class 7 contains 33308 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 4359 members 
Mstep: Class 10 contains 215649 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 14209 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28742 members 
Mstep: Class 16 contains 86916 members 
Mstep: Class 17 contains 25219 members 
Mstep: Class 18 contains 7875 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8908 members 
Mstep: Class 22 contains 7253 members 
Mstep: Class 23 contains 20387 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120712.000000 Penalty: 85009.898438
Iteration 126Q: 26 clusters Score -9.812071e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 166933 members 
Mstep: Class 2 contains 113758 members 
Mstep: Class 3 contains 51263 members 
Mstep: Class 4 contains 44042 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 57613 members 
Mstep: Class 7 contains 33304 members 
Mstep: Class 8 contains 5044 members 
Mstep: Class 9 contains 4360 members 
Mstep: Class 10 contains 214720 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 14244 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28741 members 
Mstep: Class 16 contains 86965 members 
Mstep: Class 17 contains 25221 members 
Mstep: Class 18 contains 7880 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 8911 members 
Mstep: Class 22 contains 7255 members 
Mstep: Class 23 contains 20417 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120736.000000 Penalty: 85009.898438
Iteration 127Q: 26 clusters Score -9.812074e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 167530 members 
Mstep: Class 2 contains 113803 members 
Mstep: Class 3 contains 51218 members 
Mstep: Class 4 contains 44127 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 57732 members 
Mstep: Class 7 contains 33303 members 
Mstep: Class 8 contains 5045 members 
Mstep: Class 9 contains 4361 members 
Mstep: Class 10 contains 213806 members 
Mstep: Class 11 contains 1004 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 14261 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28740 members 
Mstep: Class 16 contains 87021 members 
Mstep: Class 17 contains 25226 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8913 members 
Mstep: Class 22 contains 7259 members 
Mstep: Class 23 contains 20442 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120304.000000 Penalty: 85009.898438
Iteration 128Q: 26 clusters Score -9.81203e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 168056 members 
Mstep: Class 2 contains 113848 members 
Mstep: Class 3 contains 51169 members 
Mstep: Class 4 contains 44205 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 57869 members 
Mstep: Class 7 contains 33299 members 
Mstep: Class 8 contains 5046 members 
Mstep: Class 9 contains 4363 members 
Mstep: Class 10 contains 212961 members 
Mstep: Class 11 contains 1004 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 14278 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28741 members 
Mstep: Class 16 contains 87082 members 
Mstep: Class 17 contains 25229 members 
Mstep: Class 18 contains 7885 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 7260 members 
Mstep: Class 23 contains 20461 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120048.000000 Penalty: 85009.898438
Iteration 129Q: 26 clusters Score -9.812005e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 168542 members 
Mstep: Class 2 contains 113893 members 
Mstep: Class 3 contains 51114 members 
Mstep: Class 4 contains 44294 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 57999 members 
Mstep: Class 7 contains 33292 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 4364 members 
Mstep: Class 10 contains 212167 members 
Mstep: Class 11 contains 1004 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 14290 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28742 members 
Mstep: Class 16 contains 87154 members 
Mstep: Class 17 contains 25227 members 
Mstep: Class 18 contains 7889 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 7263 members 
Mstep: Class 23 contains 20474 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119912.000000 Penalty: 85009.898438
Iteration 130Q: 26 clusters Score -9.811991e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 168998 members 
Mstep: Class 2 contains 113923 members 
Mstep: Class 3 contains 51058 members 
Mstep: Class 4 contains 44383 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 58108 members 
Mstep: Class 7 contains 33286 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 4365 members 
Mstep: Class 10 contains 211405 members 
Mstep: Class 11 contains 1004 members 
Mstep: Class 12 contains 2118 members 
Mstep: Class 13 contains 14301 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28749 members 
Mstep: Class 16 contains 87243 members 
Mstep: Class 17 contains 25232 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 7264 members 
Mstep: Class 23 contains 20499 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120024.000000 Penalty: 85009.898438
Iteration 131Q: 26 clusters Score -9.812002e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169414 members 
Mstep: Class 2 contains 113960 members 
Mstep: Class 3 contains 51021 members 
Mstep: Class 4 contains 44476 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 58206 members 
Mstep: Class 7 contains 33289 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 4367 members 
Mstep: Class 10 contains 210650 members 
Mstep: Class 11 contains 1004 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 14322 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28759 members 
Mstep: Class 16 contains 87313 members 
Mstep: Class 17 contains 25238 members 
Mstep: Class 18 contains 7893 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 7265 members 
Mstep: Class 23 contains 20536 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119960.000000 Penalty: 85009.898438
Iteration 132Q: 26 clusters Score -9.811996e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169841 members 
Mstep: Class 2 contains 114001 members 
Mstep: Class 3 contains 51002 members 
Mstep: Class 4 contains 44571 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 58298 members 
Mstep: Class 7 contains 33304 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 4367 members 
Mstep: Class 10 contains 209902 members 
Mstep: Class 11 contains 1004 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 14334 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28760 members 
Mstep: Class 16 contains 87371 members 
Mstep: Class 17 contains 25250 members 
Mstep: Class 18 contains 7896 members 
Mstep: Class 19 contains 897 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 8918 members 
Mstep: Class 22 contains 7265 members 
Mstep: Class 23 contains 20549 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119656.000000 Penalty: 85009.898438
Iteration 133Q: 26 clusters Score -9.811966e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170245 members 
Mstep: Class 2 contains 114035 members 
Mstep: Class 3 contains 50981 members 
Mstep: Class 4 contains 44642 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 58406 members 
Mstep: Class 7 contains 33329 members 
Mstep: Class 8 contains 5049 members 
Mstep: Class 9 contains 4367 members 
Mstep: Class 10 contains 209192 members 
Mstep: Class 11 contains 1004 members 
Mstep: Class 12 contains 2116 members 
Mstep: Class 13 contains 14346 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28760 members 
Mstep: Class 16 contains 87410 members 
Mstep: Class 17 contains 25255 members 
Mstep: Class 18 contains 7896 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 8922 members 
Mstep: Class 22 contains 7266 members 
Mstep: Class 23 contains 20577 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119744.000000 Penalty: 85009.898438
Iteration 134Q: 26 clusters Score -9.811974e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170601 members 
Mstep: Class 2 contains 114073 members 
Mstep: Class 3 contains 50970 members 
Mstep: Class 4 contains 44720 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 58513 members 
Mstep: Class 7 contains 33336 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 4368 members 
Mstep: Class 10 contains 208499 members 
Mstep: Class 11 contains 1004 members 
Mstep: Class 12 contains 2116 members 
Mstep: Class 13 contains 14368 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28762 members 
Mstep: Class 16 contains 87464 members 
Mstep: Class 17 contains 25262 members 
Mstep: Class 18 contains 7895 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8918 members 
Mstep: Class 22 contains 7267 members 
Mstep: Class 23 contains 20610 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119552.000000 Penalty: 85009.898438
Iteration 135Q: 26 clusters Score -9.811955e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170870 members 
Mstep: Class 2 contains 114122 members 
Mstep: Class 3 contains 50949 members 
Mstep: Class 4 contains 44777 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 58616 members 
Mstep: Class 7 contains 33369 members 
Mstep: Class 8 contains 5049 members 
Mstep: Class 9 contains 4368 members 
Mstep: Class 10 contains 207861 members 
Mstep: Class 11 contains 1005 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 14394 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28768 members 
Mstep: Class 16 contains 87522 members 
Mstep: Class 17 contains 25268 members 
Mstep: Class 18 contains 7896 members 
Mstep: Class 19 contains 896 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 8920 members 
Mstep: Class 22 contains 7269 members 
Mstep: Class 23 contains 20655 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119552.000000 Penalty: 85009.898438
Iteration 136Q: 26 clusters Score -9.811955e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171168 members 
Mstep: Class 2 contains 114176 members 
Mstep: Class 3 contains 50926 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 58712 members 
Mstep: Class 7 contains 33387 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 4369 members 
Mstep: Class 10 contains 207198 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 14415 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28765 members 
Mstep: Class 16 contains 87584 members 
Mstep: Class 17 contains 25274 members 
Mstep: Class 18 contains 7896 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8923 members 
Mstep: Class 22 contains 7271 members 
Mstep: Class 23 contains 20706 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119488.000000 Penalty: 85009.898438
Iteration 137Q: 26 clusters Score -9.811949e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171458 members 
Mstep: Class 2 contains 114217 members 
Mstep: Class 3 contains 50898 members 
Mstep: Class 4 contains 44948 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 58812 members 
Mstep: Class 7 contains 33403 members 
Mstep: Class 8 contains 5045 members 
Mstep: Class 9 contains 4373 members 
Mstep: Class 10 contains 206531 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 14429 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28768 members 
Mstep: Class 16 contains 87662 members 
Mstep: Class 17 contains 25281 members 
Mstep: Class 18 contains 7896 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8924 members 
Mstep: Class 22 contains 7271 members 
Mstep: Class 23 contains 20755 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119352.000000 Penalty: 85009.898438
Iteration 138Q: 26 clusters Score -9.811935e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171717 members 
Mstep: Class 2 contains 114263 members 
Mstep: Class 3 contains 50878 members 
Mstep: Class 4 contains 45040 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 58893 members 
Mstep: Class 7 contains 33406 members 
Mstep: Class 8 contains 5046 members 
Mstep: Class 9 contains 4373 members 
Mstep: Class 10 contains 205919 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 12 contains 2117 members 
Mstep: Class 13 contains 14442 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28775 members 
Mstep: Class 16 contains 87751 members 
Mstep: Class 17 contains 25289 members 
Mstep: Class 18 contains 7895 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 8923 members 
Mstep: Class 22 contains 7272 members 
Mstep: Class 23 contains 20788 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119224.000000 Penalty: 85009.898438
Iteration 139Q: 26 clusters Score -9.811922e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171960 members 
Mstep: Class 2 contains 114319 members 
Mstep: Class 3 contains 50857 members 
Mstep: Class 4 contains 45105 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 58994 members 
Mstep: Class 7 contains 33411 members 
Mstep: Class 8 contains 5047 members 
Mstep: Class 9 contains 4373 members 
Mstep: Class 10 contains 205298 members 
Mstep: Class 11 contains 1008 members 
Mstep: Class 12 contains 2118 members 
Mstep: Class 13 contains 14457 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28787 members 
Mstep: Class 16 contains 87860 members 
Mstep: Class 17 contains 25296 members 
Mstep: Class 18 contains 7895 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8925 members 
Mstep: Class 22 contains 7272 members 
Mstep: Class 23 contains 20814 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119184.000000 Penalty: 85009.898438
Iteration 140F: 26 clusters Score -9.811918e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172136 members 
Mstep: Class 2 contains 114381 members 
Mstep: Class 3 contains 50834 members 
Mstep: Class 4 contains 45158 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 59100 members 
Mstep: Class 7 contains 33430 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 4374 members 
Mstep: Class 10 contains 204733 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 2115 members 
Mstep: Class 13 contains 14480 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28786 members 
Mstep: Class 16 contains 87961 members 
Mstep: Class 17 contains 25312 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 8927 members 
Mstep: Class 22 contains 7273 members 
Mstep: Class 23 contains 20848 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119048.000000 Penalty: 85009.898438
Iteration 141Q: 26 clusters Score -9.811905e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172214 members 
Mstep: Class 2 contains 114438 members 
Mstep: Class 3 contains 50816 members 
Mstep: Class 4 contains 45209 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 59225 members 
Mstep: Class 7 contains 33443 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 4375 members 
Mstep: Class 10 contains 204260 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 12 contains 2115 members 
Mstep: Class 13 contains 14506 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28802 members 
Mstep: Class 16 contains 88050 members 
Mstep: Class 17 contains 25317 members 
Mstep: Class 18 contains 7888 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8932 members 
Mstep: Class 22 contains 7275 members 
Mstep: Class 23 contains 20875 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119064.000000 Penalty: 85009.898438
Iteration 142Q: 26 clusters Score -9.811906e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172296 members 
Mstep: Class 2 contains 114479 members 
Mstep: Class 3 contains 50788 members 
Mstep: Class 4 contains 45268 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 59346 members 
Mstep: Class 7 contains 33461 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 4376 members 
Mstep: Class 10 contains 203832 members 
Mstep: Class 11 contains 1006 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 14523 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28805 members 
Mstep: Class 16 contains 88118 members 
Mstep: Class 17 contains 25333 members 
Mstep: Class 18 contains 7889 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8935 members 
Mstep: Class 22 contains 7278 members 
Mstep: Class 23 contains 20900 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119032.000000 Penalty: 85009.898438
Iteration 143Q: 26 clusters Score -9.811903e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172406 members 
Mstep: Class 2 contains 114512 members 
Mstep: Class 3 contains 50775 members 
Mstep: Class 4 contains 45330 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 59458 members 
Mstep: Class 7 contains 33476 members 
Mstep: Class 8 contains 5048 members 
Mstep: Class 9 contains 4377 members 
Mstep: Class 10 contains 203383 members 
Mstep: Class 11 contains 1007 members 
Mstep: Class 12 contains 2112 members 
Mstep: Class 13 contains 14536 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28812 members 
Mstep: Class 16 contains 88195 members 
Mstep: Class 17 contains 25340 members 
Mstep: Class 18 contains 7890 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8933 members 
Mstep: Class 22 contains 7279 members 
Mstep: Class 23 contains 20927 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118912.000000 Penalty: 85009.898438
Iteration 144Q: 26 clusters Score -9.811891e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172475 members 
Mstep: Class 2 contains 114554 members 
Mstep: Class 3 contains 50765 members 
Mstep: Class 4 contains 45372 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 59567 members 
Mstep: Class 7 contains 33491 members 
Mstep: Class 8 contains 5050 members 
Mstep: Class 9 contains 4377 members 
Mstep: Class 10 contains 202982 members 
Mstep: Class 11 contains 1009 members 
Mstep: Class 12 contains 2109 members 
Mstep: Class 13 contains 14544 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28821 members 
Mstep: Class 16 contains 88276 members 
Mstep: Class 17 contains 25340 members 
Mstep: Class 18 contains 7890 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8933 members 
Mstep: Class 22 contains 7281 members 
Mstep: Class 23 contains 20961 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118824.000000 Penalty: 85009.898438
Iteration 145Q: 26 clusters Score -9.811882e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172565 members 
Mstep: Class 2 contains 114597 members 
Mstep: Class 3 contains 50738 members 
Mstep: Class 4 contains 45420 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 59674 members 
Mstep: Class 7 contains 33520 members 
Mstep: Class 8 contains 5050 members 
Mstep: Class 9 contains 4377 members 
Mstep: Class 10 contains 202565 members 
Mstep: Class 11 contains 1009 members 
Mstep: Class 12 contains 2108 members 
Mstep: Class 13 contains 14552 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28823 members 
Mstep: Class 16 contains 88338 members 
Mstep: Class 17 contains 25349 members 
Mstep: Class 18 contains 7889 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8936 members 
Mstep: Class 22 contains 7287 members 
Mstep: Class 23 contains 21000 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118480.000000 Penalty: 85009.898438
Iteration 146Q: 26 clusters Score -9.811848e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172636 members 
Mstep: Class 2 contains 114625 members 
Mstep: Class 3 contains 50723 members 
Mstep: Class 4 contains 45470 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 59789 members 
Mstep: Class 7 contains 33550 members 
Mstep: Class 8 contains 5050 members 
Mstep: Class 9 contains 4378 members 
Mstep: Class 10 contains 202166 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2108 members 
Mstep: Class 13 contains 14554 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28829 members 
Mstep: Class 16 contains 88400 members 
Mstep: Class 17 contains 25345 members 
Mstep: Class 18 contains 7890 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8939 members 
Mstep: Class 22 contains 7291 members 
Mstep: Class 23 contains 21043 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118424.000000 Penalty: 85009.898438
Iteration 147Q: 26 clusters Score -9.811842e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172673 members 
Mstep: Class 2 contains 114668 members 
Mstep: Class 3 contains 50707 members 
Mstep: Class 4 contains 45531 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 59879 members 
Mstep: Class 7 contains 33576 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 4379 members 
Mstep: Class 10 contains 201828 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2106 members 
Mstep: Class 13 contains 14563 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28834 members 
Mstep: Class 16 contains 88448 members 
Mstep: Class 17 contains 25344 members 
Mstep: Class 18 contains 7890 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8941 members 
Mstep: Class 22 contains 7292 members 
Mstep: Class 23 contains 21075 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118368.000000 Penalty: 85009.898438
Iteration 148Q: 26 clusters Score -9.811837e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172662 members 
Mstep: Class 2 contains 114709 members 
Mstep: Class 3 contains 50694 members 
Mstep: Class 4 contains 45596 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 59969 members 
Mstep: Class 7 contains 33603 members 
Mstep: Class 8 contains 5052 members 
Mstep: Class 9 contains 4381 members 
Mstep: Class 10 contains 201530 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2106 members 
Mstep: Class 13 contains 14572 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28837 members 
Mstep: Class 16 contains 88504 members 
Mstep: Class 17 contains 25344 members 
Mstep: Class 18 contains 7891 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8943 members 
Mstep: Class 22 contains 7292 members 
Mstep: Class 23 contains 21099 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118416.000000 Penalty: 85009.898438
Iteration 149Q: 26 clusters Score -9.811842e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172646 members 
Mstep: Class 2 contains 114761 members 
Mstep: Class 3 contains 50675 members 
Mstep: Class 4 contains 45651 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 60067 members 
Mstep: Class 7 contains 33634 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 201233 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2103 members 
Mstep: Class 13 contains 14579 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28838 members 
Mstep: Class 16 contains 88550 members 
Mstep: Class 17 contains 25346 members 
Mstep: Class 18 contains 7893 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8942 members 
Mstep: Class 22 contains 7294 members 
Mstep: Class 23 contains 21137 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118424.000000 Penalty: 85009.898438
Iteration 150Q: 26 clusters Score -9.811842e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172650 members 
Mstep: Class 2 contains 114800 members 
Mstep: Class 3 contains 50661 members 
Mstep: Class 4 contains 45710 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 60159 members 
Mstep: Class 7 contains 33658 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 4385 members 
Mstep: Class 10 contains 200939 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2096 members 
Mstep: Class 13 contains 14585 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28839 members 
Mstep: Class 16 contains 88609 members 
Mstep: Class 17 contains 25350 members 
Mstep: Class 18 contains 7891 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8943 members 
Mstep: Class 22 contains 7293 members 
Mstep: Class 23 contains 21166 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118432.000000 Penalty: 85009.898438
Iteration 151Q: 26 clusters Score -9.811843e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172706 members 
Mstep: Class 2 contains 114833 members 
Mstep: Class 3 contains 50649 members 
Mstep: Class 4 contains 45743 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 60240 members 
Mstep: Class 7 contains 33681 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 200622 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 14597 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28834 members 
Mstep: Class 16 contains 88682 members 
Mstep: Class 17 contains 25353 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8944 members 
Mstep: Class 22 contains 7293 members 
Mstep: Class 23 contains 21188 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118504.000000 Penalty: 85009.898438
Iteration 152Q: 26 clusters Score -9.81185e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172750 members 
Mstep: Class 2 contains 114871 members 
Mstep: Class 3 contains 50637 members 
Mstep: Class 4 contains 45783 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 60330 members 
Mstep: Class 7 contains 33714 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 200279 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 14615 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28832 members 
Mstep: Class 16 contains 88746 members 
Mstep: Class 17 contains 25357 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8945 members 
Mstep: Class 22 contains 7295 members 
Mstep: Class 23 contains 21212 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118440.000000 Penalty: 85009.898438
Iteration 153Q: 26 clusters Score -9.811844e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172750 members 
Mstep: Class 2 contains 114905 members 
Mstep: Class 3 contains 50639 members 
Mstep: Class 4 contains 45823 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 60416 members 
Mstep: Class 7 contains 33749 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 199966 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 14631 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28833 members 
Mstep: Class 16 contains 88804 members 
Mstep: Class 17 contains 25370 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8947 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 21236 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118432.000000 Penalty: 85009.898438
Iteration 154Q: 26 clusters Score -9.811843e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172749 members 
Mstep: Class 2 contains 114929 members 
Mstep: Class 3 contains 50632 members 
Mstep: Class 4 contains 45864 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 60514 members 
Mstep: Class 7 contains 33781 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 4383 members 
Mstep: Class 10 contains 199679 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 14656 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28834 members 
Mstep: Class 16 contains 88853 members 
Mstep: Class 17 contains 25372 members 
Mstep: Class 18 contains 7893 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 8950 members 
Mstep: Class 22 contains 7298 members 
Mstep: Class 23 contains 21255 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118264.000000 Penalty: 85009.898438
Iteration 155Q: 26 clusters Score -9.811826e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172702 members 
Mstep: Class 2 contains 114962 members 
Mstep: Class 3 contains 50629 members 
Mstep: Class 4 contains 45898 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 60609 members 
Mstep: Class 7 contains 33818 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 199413 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2094 members 
Mstep: Class 13 contains 14678 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28838 members 
Mstep: Class 16 contains 88915 members 
Mstep: Class 17 contains 25376 members 
Mstep: Class 18 contains 7894 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8954 members 
Mstep: Class 22 contains 7298 members 
Mstep: Class 23 contains 21273 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118312.000000 Penalty: 85009.898438
Iteration 156Q: 26 clusters Score -9.811831e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172643 members 
Mstep: Class 2 contains 114984 members 
Mstep: Class 3 contains 50624 members 
Mstep: Class 4 contains 45950 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 60697 members 
Mstep: Class 7 contains 33857 members 
Mstep: Class 8 contains 5053 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 199156 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2094 members 
Mstep: Class 13 contains 14695 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28833 members 
Mstep: Class 16 contains 88986 members 
Mstep: Class 17 contains 25376 members 
Mstep: Class 18 contains 7894 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8958 members 
Mstep: Class 22 contains 7301 members 
Mstep: Class 23 contains 21300 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118216.000000 Penalty: 85009.898438
Iteration 157Q: 26 clusters Score -9.811822e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172658 members 
Mstep: Class 2 contains 115001 members 
Mstep: Class 3 contains 50620 members 
Mstep: Class 4 contains 46000 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 60783 members 
Mstep: Class 7 contains 33890 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 198856 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 14713 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28831 members 
Mstep: Class 16 contains 89041 members 
Mstep: Class 17 contains 25377 members 
Mstep: Class 18 contains 7895 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8959 members 
Mstep: Class 22 contains 7303 members 
Mstep: Class 23 contains 21326 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118032.000000 Penalty: 85009.898438
Iteration 158Q: 26 clusters Score -9.811803e+07 nChanged 869
Entering ConstructFrom: 
Score: -98118032.000000 Penalty: 85009.898438
Entering ConstructFrom: 
Trying to split cluster 1 (172629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172629 members 
Entering Unmasked Estep 
Score: -19177158.000000 Penalty: 2990.607178
	Iteration 0F: 2 clusters Score -1.917716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85819 members 
Mstep: Class 2 contains 86810 members 
Entering Unmasked Estep 
Score: -19063338.000000 Penalty: 5981.214355
	Iteration 0F: 3 clusters Score -1.906334e+07 nChanged 83017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77418 members 
Mstep: Class 2 contains 95211 members 
Entering Unmasked Estep 
Score: -19112692.000000 Penalty: 5981.214355
	Iteration 1F: 3 clusters Score -1.911269e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 100437 members 
Entering Unmasked Estep 
Score: -19114818.000000 Penalty: 5981.214355
	Iteration 2Q: 3 clusters Score -1.911482e+07 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64180 members 
Mstep: Class 2 contains 108449 members 
Entering Unmasked Estep 
Score: -19119458.000000 Penalty: 5981.214355
	Iteration 3F: 3 clusters Score -1.911946e+07 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 120215 members 
Entering Unmasked Estep 
Score: -19128768.000000 Penalty: 5981.214355
	Iteration 4F: 3 clusters Score -1.912877e+07 nChanged 16140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 135269 members 
Entering Unmasked Estep 
Score: -19143326.000000 Penalty: 5981.214355
	Iteration 5F: 3 clusters Score -1.914333e+07 nChanged 15544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 149967 members 
Entering Unmasked Estep 
Score: -19158986.000000 Penalty: 5981.214355
	Iteration 6F: 3 clusters Score -1.915899e+07 nChanged 10177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 159688 members 
Entering Unmasked Estep 
Score: -19169160.000000 Penalty: 5981.214355
	Iteration 7F: 3 clusters Score -1.916916e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 164385 members 
Entering Unmasked Estep 
Score: -19173542.000000 Penalty: 5981.214355
	Iteration 8Q: 3 clusters Score -1.917354e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 166241 members 
Entering Unmasked Estep 
Score: -19174898.000000 Penalty: 5981.214355
	Iteration 9Q: 3 clusters Score -1.91749e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 167297 members 
Entering Unmasked Estep 
Score: -19175156.000000 Penalty: 5981.214355
	Iteration 10Q: 3 clusters Score -1.917516e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 168102 members 
Entering Unmasked Estep 
Score: -19175298.000000 Penalty: 5981.214355
	Iteration 11Q: 3 clusters Score -1.91753e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 168716 members 
Entering Unmasked Estep 
Score: -19175390.000000 Penalty: 5981.214355
	Iteration 12Q: 3 clusters Score -1.917539e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 169212 members 
Entering Unmasked Estep 
Score: -19175388.000000 Penalty: 5981.214355
	Iteration 13Q: 3 clusters Score -1.917539e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 169568 members 
Entering Unmasked Estep 
Score: -19175424.000000 Penalty: 5981.214355
	Iteration 14Q: 3 clusters Score -1.917542e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 169853 members 
Entering Unmasked Estep 
Score: -19175438.000000 Penalty: 5981.214355
	Iteration 15Q: 3 clusters Score -1.917544e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 170090 members 
Entering Unmasked Estep 
Score: -19175474.000000 Penalty: 5981.214355
	Iteration 16Q: 3 clusters Score -1.917547e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 170303 members 
Entering Unmasked Estep 
Score: -19175524.000000 Penalty: 5981.214355
	Iteration 17Q: 3 clusters Score -1.917552e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 170483 members 
Entering Unmasked Estep 
Score: -19175542.000000 Penalty: 5981.214355
	Iteration 18Q: 3 clusters Score -1.917554e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 170610 members 
Entering Unmasked Estep 
Score: -19175522.000000 Penalty: 5981.214355
	Iteration 19Q: 3 clusters Score -1.917552e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 170723 members 
Entering Unmasked Estep 
Score: -19175482.000000 Penalty: 5981.214355
	Iteration 20F: 3 clusters Score -1.917548e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 170804 members 
Entering Unmasked Estep 
Score: -19175520.000000 Penalty: 5981.214355
	Iteration 21Q: 3 clusters Score -1.917552e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 170866 members 
Entering Unmasked Estep 
Score: -19175516.000000 Penalty: 5981.214355
	Iteration 22Q: 3 clusters Score -1.917552e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 170928 members 
Entering Unmasked Estep 
Score: -19175494.000000 Penalty: 5981.214355
	Iteration 23Q: 3 clusters Score -1.917549e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 170992 members 
Entering Unmasked Estep 
Score: -19175474.000000 Penalty: 5981.214355
	Iteration 24Q: 3 clusters Score -1.917547e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 171043 members 
Entering Unmasked Estep 
Score: -19175512.000000 Penalty: 5981.214355
	Iteration 25Q: 3 clusters Score -1.917551e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 171093 members 
Entering Unmasked Estep 
Score: -19175522.000000 Penalty: 5981.214355
	Iteration 26Q: 3 clusters Score -1.917552e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 171126 members 
Entering Unmasked Estep 
Score: -19175530.000000 Penalty: 5981.214355
	Iteration 27Q: 3 clusters Score -1.917553e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 171159 members 
Entering Unmasked Estep 
Score: -19175490.000000 Penalty: 5981.214355
	Iteration 28Q: 3 clusters Score -1.917549e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 171180 members 
Entering Unmasked Estep 
Score: -19175514.000000 Penalty: 5981.214355
	Iteration 29Q: 3 clusters Score -1.917551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 171198 members 
Entering Unmasked Estep 
Score: -19175520.000000 Penalty: 5981.214355
	Iteration 30Q: 3 clusters Score -1.917552e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 171226 members 
Entering Unmasked Estep 
Score: -19175520.000000 Penalty: 5981.214355
	Iteration 31Q: 3 clusters Score -1.917552e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 171241 members 
Entering Unmasked Estep 
Score: -19175530.000000 Penalty: 5981.214355
	Iteration 32Q: 3 clusters Score -1.917553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 171258 members 
Entering Unmasked Estep 
Score: -19175528.000000 Penalty: 5981.214355
	Iteration 33Q: 3 clusters Score -1.917553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 171272 members 
Entering Unmasked Estep 
Score: -19175510.000000 Penalty: 5981.214355
	Iteration 34Q: 3 clusters Score -1.917551e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 171290 members 
Entering Unmasked Estep 
Score: -19175512.000000 Penalty: 5981.214355
	Iteration 35Q: 3 clusters Score -1.917551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 171307 members 
Entering Unmasked Estep 
Score: -19175514.000000 Penalty: 5981.214355
	Iteration 36Q: 3 clusters Score -1.917551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 171309 members 
Entering Unmasked Estep 
Score: -19175516.000000 Penalty: 5981.214355
	Iteration 37Q: 3 clusters Score -1.917552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 171312 members 
Entering Unmasked Estep 
Score: -19175530.000000 Penalty: 5981.214355
	Iteration 38Q: 3 clusters Score -1.917553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 171313 members 
Entering Unmasked Estep 
Score: -19175524.000000 Penalty: 5981.214355
	Iteration 39Q: 3 clusters Score -1.917552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 171315 members 
Entering Unmasked Estep 
Score: -19175536.000000 Penalty: 5981.214355
	Iteration 40F: 3 clusters Score -1.917554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 171316 members 
Entering Unmasked Estep 
Score: -19175536.000000 Penalty: 5981.214355
	Iteration 41Q: 3 clusters Score -1.917554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 171316 members 
Entering Unmasked Estep 
Score: -19175536.000000 Penalty: 5981.214355
	Iteration 42F: 3 clusters Score -1.917554e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (115026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115026 members 
Entering Unmasked Estep 
Score: -13040183.000000 Penalty: 2889.922363
	Iteration 0F: 2 clusters Score -1.304018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -12962975.000000 Penalty: 5779.844727
	Iteration 0F: 3 clusters Score -1.296298e+07 nChanged 54817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -12994404.000000 Penalty: 5779.844727
	Iteration 1F: 3 clusters Score -1.29944e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58280 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -12995247.000000 Penalty: 5779.844727
	Iteration 2Q: 3 clusters Score -1.299525e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59040 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -12996189.000000 Penalty: 5779.844727
	Iteration 3Q: 3 clusters Score -1.299619e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -12997050.000000 Penalty: 5779.844727
	Iteration 4Q: 3 clusters Score -1.299705e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61736 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -12998241.000000 Penalty: 5779.844727
	Iteration 5Q: 3 clusters Score -1.299824e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -12999811.000000 Penalty: 5779.844727
	Iteration 6Q: 3 clusters Score -1.299981e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67377 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -13001865.000000 Penalty: 5779.844727
	Iteration 7Q: 3 clusters Score -1.300186e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -13004620.000000 Penalty: 5779.844727
	Iteration 8F: 3 clusters Score -1.300462e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77344 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -13008929.000000 Penalty: 5779.844727
	Iteration 9F: 3 clusters Score -1.300893e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -13014341.000000 Penalty: 5779.844727
	Iteration 10F: 3 clusters Score -1.301434e+07 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -13020394.000000 Penalty: 5779.844727
	Iteration 11F: 3 clusters Score -1.302039e+07 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95551 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -13025645.000000 Penalty: 5779.844727
	Iteration 12Q: 3 clusters Score -1.302564e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99229 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -13029214.000000 Penalty: 5779.844727
	Iteration 13Q: 3 clusters Score -1.302921e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101702 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -13031270.000000 Penalty: 5779.844727
	Iteration 14Q: 3 clusters Score -1.303127e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103582 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -13032469.000000 Penalty: 5779.844727
	Iteration 15Q: 3 clusters Score -1.303247e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105146 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -13033317.000000 Penalty: 5779.844727
	Iteration 16Q: 3 clusters Score -1.303332e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106515 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -13033986.000000 Penalty: 5779.844727
	Iteration 17Q: 3 clusters Score -1.303399e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107775 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -13034639.000000 Penalty: 5779.844727
	Iteration 18Q: 3 clusters Score -1.303464e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108829 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -13035149.000000 Penalty: 5779.844727
	Iteration 19Q: 3 clusters Score -1.303515e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109754 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -13035647.000000 Penalty: 5779.844727
	Iteration 20F: 3 clusters Score -1.303565e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110613 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -13036118.000000 Penalty: 5779.844727
	Iteration 21Q: 3 clusters Score -1.303612e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111358 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -13036483.000000 Penalty: 5779.844727
	Iteration 22Q: 3 clusters Score -1.303648e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111946 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -13036822.000000 Penalty: 5779.844727
	Iteration 23Q: 3 clusters Score -1.303682e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112401 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -13037022.000000 Penalty: 5779.844727
	Iteration 24Q: 3 clusters Score -1.303702e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112749 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -13037178.000000 Penalty: 5779.844727
	Iteration 25Q: 3 clusters Score -1.303718e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113028 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -13037333.000000 Penalty: 5779.844727
	Iteration 26Q: 3 clusters Score -1.303733e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113252 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -13037450.000000 Penalty: 5779.844727
	Iteration 27Q: 3 clusters Score -1.303745e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113435 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -13037537.000000 Penalty: 5779.844727
	Iteration 28Q: 3 clusters Score -1.303754e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113569 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -13037570.000000 Penalty: 5779.844727
	Iteration 29Q: 3 clusters Score -1.303757e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113670 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -13037625.000000 Penalty: 5779.844727
	Iteration 30Q: 3 clusters Score -1.303762e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113754 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -13037627.000000 Penalty: 5779.844727
	Iteration 31Q: 3 clusters Score -1.303763e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113827 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -13037653.000000 Penalty: 5779.844727
	Iteration 32Q: 3 clusters Score -1.303765e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113880 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -13037706.000000 Penalty: 5779.844727
	Iteration 33Q: 3 clusters Score -1.303771e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113932 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -13037732.000000 Penalty: 5779.844727
	Iteration 34Q: 3 clusters Score -1.303773e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113968 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -13037725.000000 Penalty: 5779.844727
	Iteration 35Q: 3 clusters Score -1.303772e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114001 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -13037716.000000 Penalty: 5779.844727
	Iteration 36Q: 3 clusters Score -1.303772e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114023 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -13037719.000000 Penalty: 5779.844727
	Iteration 37Q: 3 clusters Score -1.303772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114045 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -13037733.000000 Penalty: 5779.844727
	Iteration 38Q: 3 clusters Score -1.303773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114060 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -13037747.000000 Penalty: 5779.844727
	Iteration 39Q: 3 clusters Score -1.303775e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114076 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -13037754.000000 Penalty: 5779.844727
	Iteration 40F: 3 clusters Score -1.303775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114089 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -13037754.000000 Penalty: 5779.844727
	Iteration 41Q: 3 clusters Score -1.303775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114109 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -13037748.000000 Penalty: 5779.844727
	Iteration 42Q: 3 clusters Score -1.303775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114118 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -13037752.000000 Penalty: 5779.844727
	Iteration 43Q: 3 clusters Score -1.303775e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114126 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -13037774.000000 Penalty: 5779.844727
	Iteration 44Q: 3 clusters Score -1.303777e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114137 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -13037771.000000 Penalty: 5779.844727
	Iteration 45Q: 3 clusters Score -1.303777e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114145 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -13037786.000000 Penalty: 5779.844727
	Iteration 46Q: 3 clusters Score -1.303779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114153 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -13037774.000000 Penalty: 5779.844727
	Iteration 47Q: 3 clusters Score -1.303777e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114163 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -13037780.000000 Penalty: 5779.844727
	Iteration 48Q: 3 clusters Score -1.303778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114168 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -13037781.000000 Penalty: 5779.844727
	Iteration 49Q: 3 clusters Score -1.303778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114172 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -13037778.000000 Penalty: 5779.844727
	Iteration 50Q: 3 clusters Score -1.303778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114177 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -13037776.000000 Penalty: 5779.844727
	Iteration 51Q: 3 clusters Score -1.303778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114178 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -13037781.000000 Penalty: 5779.844727
	Iteration 52Q: 3 clusters Score -1.303778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114180 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -13037782.000000 Penalty: 5779.844727
	Iteration 53Q: 3 clusters Score -1.303778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114181 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -13037779.000000 Penalty: 5779.844727
	Iteration 54Q: 3 clusters Score -1.303778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114184 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -13037782.000000 Penalty: 5779.844727
	Iteration 55Q: 3 clusters Score -1.303778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114188 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -13037781.000000 Penalty: 5779.844727
	Iteration 56Q: 3 clusters Score -1.303778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114190 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -13037784.000000 Penalty: 5779.844727
	Iteration 57Q: 3 clusters Score -1.303778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114193 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -13037783.000000 Penalty: 5779.844727
	Iteration 58Q: 3 clusters Score -1.303778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114199 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -13037787.000000 Penalty: 5779.844727
	Iteration 59Q: 3 clusters Score -1.303779e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114203 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -13037784.000000 Penalty: 5779.844727
	Iteration 60F: 3 clusters Score -1.303778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114204 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -13037787.000000 Penalty: 5779.844727
	Iteration 61Q: 3 clusters Score -1.303779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114205 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -13037789.000000 Penalty: 5779.844727
	Iteration 62Q: 3 clusters Score -1.303779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114207 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -13037796.000000 Penalty: 5779.844727
	Iteration 63Q: 3 clusters Score -1.30378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114208 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -13037794.000000 Penalty: 5779.844727
	Iteration 64Q: 3 clusters Score -1.303779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114210 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -13037793.000000 Penalty: 5779.844727
	Iteration 65Q: 3 clusters Score -1.303779e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114211 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13037796.000000 Penalty: 5779.844727
	Iteration 66Q: 3 clusters Score -1.30378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114211 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -13037796.000000 Penalty: 5779.844727
	Iteration 67F: 3 clusters Score -1.30378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Entering Unmasked Estep 
Score: -5500935.000000 Penalty: 2686.326904
	Iteration 0F: 2 clusters Score -5500935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -5466833.500000 Penalty: 5372.653809
	Iteration 0F: 3 clusters Score -5466834 nChanged 23216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -5479885.000000 Penalty: 5372.653809
	Iteration 1F: 3 clusters Score -5479885 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -5480433.500000 Penalty: 5372.653809
	Iteration 2Q: 3 clusters Score -5480434 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -5480935.500000 Penalty: 5372.653809
	Iteration 3Q: 3 clusters Score -5480936 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -5481461.500000 Penalty: 5372.653809
	Iteration 4Q: 3 clusters Score -5481462 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -5482031.500000 Penalty: 5372.653809
	Iteration 5Q: 3 clusters Score -5482032 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -5482844.000000 Penalty: 5372.653809
	Iteration 6Q: 3 clusters Score -5482844 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -5484054.000000 Penalty: 5372.653809
	Iteration 7Q: 3 clusters Score -5484054 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -5485763.500000 Penalty: 5372.653809
	Iteration 8F: 3 clusters Score -5485764 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -5487967.500000 Penalty: 5372.653809
	Iteration 9F: 3 clusters Score -5487968 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5490471.000000 Penalty: 5372.653809
	Iteration 10F: 3 clusters Score -5490471 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -5493082.000000 Penalty: 5372.653809
	Iteration 11F: 3 clusters Score -5493082 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -5495407.000000 Penalty: 5372.653809
	Iteration 12Q: 3 clusters Score -5495407 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -5497104.500000 Penalty: 5372.653809
	Iteration 13Q: 3 clusters Score -5497104 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -5497958.500000 Penalty: 5372.653809
	Iteration 14Q: 3 clusters Score -5497958 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -5498306.500000 Penalty: 5372.653809
	Iteration 15Q: 3 clusters Score -5498306 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -5498439.500000 Penalty: 5372.653809
	Iteration 16Q: 3 clusters Score -5498440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 50320 members 
Entering Unmasked Estep 
Score: -5498487.000000 Penalty: 5372.653809
	Iteration 17Q: 3 clusters Score -5498487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -5498528.500000 Penalty: 5372.653809
	Iteration 18Q: 3 clusters Score -5498528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -5498567.000000 Penalty: 5372.653809
	Iteration 19Q: 3 clusters Score -5498567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -5498589.000000 Penalty: 5372.653809
	Iteration 20F: 3 clusters Score -5498589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -5498601.500000 Penalty: 5372.653809
	Iteration 21Q: 3 clusters Score -5498602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -5498614.000000 Penalty: 5372.653809
	Iteration 22Q: 3 clusters Score -5498614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -5498624.500000 Penalty: 5372.653809
	Iteration 23Q: 3 clusters Score -5498624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -5498630.000000 Penalty: 5372.653809
	Iteration 24Q: 3 clusters Score -5498630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -5498638.000000 Penalty: 5372.653809
	Iteration 25Q: 3 clusters Score -5498638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -5498638.000000 Penalty: 5372.653809
	Iteration 26F: 3 clusters Score -5498638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Entering Unmasked Estep 
Score: -5208407.000000 Penalty: 2662.938721
	Iteration 0F: 2 clusters Score -5208407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -5177103.000000 Penalty: 5325.877441
	Iteration 0F: 3 clusters Score -5177103 nChanged 21289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -5188940.000000 Penalty: 5325.877441
	Iteration 1F: 3 clusters Score -5188940 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -5189611.500000 Penalty: 5325.877441
	Iteration 2Q: 3 clusters Score -5189612 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -5190291.000000 Penalty: 5325.877441
	Iteration 3Q: 3 clusters Score -5190291 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -5191034.500000 Penalty: 5325.877441
	Iteration 4Q: 3 clusters Score -5191034 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -5191909.500000 Penalty: 5325.877441
	Iteration 5Q: 3 clusters Score -5191910 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -5192994.000000 Penalty: 5325.877441
	Iteration 6Q: 3 clusters Score -5192994 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -5194388.500000 Penalty: 5325.877441
	Iteration 7F: 3 clusters Score -5194388 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -5196179.000000 Penalty: 5325.877441
	Iteration 8F: 3 clusters Score -5196179 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -5198029.500000 Penalty: 5325.877441
	Iteration 9F: 3 clusters Score -5198030 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -5199670.000000 Penalty: 5325.877441
	Iteration 10Q: 3 clusters Score -5199670 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -5200966.500000 Penalty: 5325.877441
	Iteration 11Q: 3 clusters Score -5200966 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -5201937.500000 Penalty: 5325.877441
	Iteration 12Q: 3 clusters Score -5201938 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -5202733.000000 Penalty: 5325.877441
	Iteration 13Q: 3 clusters Score -5202733 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -5203339.500000 Penalty: 5325.877441
	Iteration 14Q: 3 clusters Score -5203340 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -5203852.000000 Penalty: 5325.877441
	Iteration 15Q: 3 clusters Score -5203852 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -5204280.000000 Penalty: 5325.877441
	Iteration 16Q: 3 clusters Score -5204280 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -5204643.000000 Penalty: 5325.877441
	Iteration 17Q: 3 clusters Score -5204643 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -5204978.000000 Penalty: 5325.877441
	Iteration 18Q: 3 clusters Score -5204978 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -5205245.000000 Penalty: 5325.877441
	Iteration 19Q: 3 clusters Score -5205245 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -5205431.500000 Penalty: 5325.877441
	Iteration 20F: 3 clusters Score -5205432 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -5205590.500000 Penalty: 5325.877441
	Iteration 21Q: 3 clusters Score -5205590 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -5205727.500000 Penalty: 5325.877441
	Iteration 22Q: 3 clusters Score -5205728 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -5205839.000000 Penalty: 5325.877441
	Iteration 23Q: 3 clusters Score -5205839 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -5205904.500000 Penalty: 5325.877441
	Iteration 24Q: 3 clusters Score -5205904 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -5205966.000000 Penalty: 5325.877441
	Iteration 25Q: 3 clusters Score -5205966 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -5206012.000000 Penalty: 5325.877441
	Iteration 26Q: 3 clusters Score -5206012 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -5206042.000000 Penalty: 5325.877441
	Iteration 27Q: 3 clusters Score -5206042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -5206075.000000 Penalty: 5325.877441
	Iteration 28Q: 3 clusters Score -5206075 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -5206100.000000 Penalty: 5325.877441
	Iteration 29Q: 3 clusters Score -5206100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -5206125.500000 Penalty: 5325.877441
	Iteration 30Q: 3 clusters Score -5206126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -5206153.000000 Penalty: 5325.877441
	Iteration 31Q: 3 clusters Score -5206153 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -5206175.000000 Penalty: 5325.877441
	Iteration 32Q: 3 clusters Score -5206175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -5206193.500000 Penalty: 5325.877441
	Iteration 33Q: 3 clusters Score -5206194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -5206193.000000 Penalty: 5325.877441
	Iteration 34Q: 3 clusters Score -5206193 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -5206217.500000 Penalty: 5325.877441
	Iteration 35Q: 3 clusters Score -5206218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -5206235.500000 Penalty: 5325.877441
	Iteration 36Q: 3 clusters Score -5206236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -5206240.500000 Penalty: 5325.877441
	Iteration 37Q: 3 clusters Score -5206240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -5206249.000000 Penalty: 5325.877441
	Iteration 38Q: 3 clusters Score -5206249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -5206255.000000 Penalty: 5325.877441
	Iteration 39Q: 3 clusters Score -5206255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -5206262.000000 Penalty: 5325.877441
	Iteration 40F: 3 clusters Score -5206262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -5206270.000000 Penalty: 5325.877441
	Iteration 41Q: 3 clusters Score -5206270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -5206280.500000 Penalty: 5325.877441
	Iteration 42Q: 3 clusters Score -5206280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -5206285.000000 Penalty: 5325.877441
	Iteration 43Q: 3 clusters Score -5206285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -5206296.000000 Penalty: 5325.877441
	Iteration 44Q: 3 clusters Score -5206296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -5206291.500000 Penalty: 5325.877441
	Iteration 45Q: 3 clusters Score -5206292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -5206300.000000 Penalty: 5325.877441
	Iteration 46Q: 3 clusters Score -5206300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -5206299.500000 Penalty: 5325.877441
	Iteration 47Q: 3 clusters Score -5206300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -5206304.000000 Penalty: 5325.877441
	Iteration 48Q: 3 clusters Score -5206304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -5206301.500000 Penalty: 5325.877441
	Iteration 49Q: 3 clusters Score -5206302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -5206308.500000 Penalty: 5325.877441
	Iteration 50Q: 3 clusters Score -5206308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -5206312.000000 Penalty: 5325.877441
	Iteration 51Q: 3 clusters Score -5206312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -5206311.500000 Penalty: 5325.877441
	Iteration 52Q: 3 clusters Score -5206312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -5206309.500000 Penalty: 5325.877441
	Iteration 53Q: 3 clusters Score -5206310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -5206312.000000 Penalty: 5325.877441
	Iteration 54Q: 3 clusters Score -5206312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -5206309.000000 Penalty: 5325.877441
	Iteration 55Q: 3 clusters Score -5206309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -5206309.000000 Penalty: 5325.877441
	Iteration 56F: 3 clusters Score -5206309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -87842.164062 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -87842.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -86000.320312 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -86000.32 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -86781.296875 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -86781.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -87070.453125 Penalty: 3422.262695
	Iteration 2F: 3 clusters Score -87070.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -87226.664062 Penalty: 3422.262695
	Iteration 3F: 3 clusters Score -87226.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -87386.601562 Penalty: 3422.262695
	Iteration 4F: 3 clusters Score -87386.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -87563.375000 Penalty: 3422.262695
	Iteration 5Q: 3 clusters Score -87563.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -87674.789062 Penalty: 3422.262695
	Iteration 6Q: 3 clusters Score -87674.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -87778.945312 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -87778.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -87844.539062 Penalty: 3422.262695
	Iteration 8Q: 3 clusters Score -87844.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -87939.218750 Penalty: 3422.262695
	Iteration 9Q: 3 clusters Score -87939.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -88049.562500 Penalty: 3422.262695
	Iteration 10Q: 3 clusters Score -88049.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -88164.070312 Penalty: 3422.262695
	Iteration 11Q: 3 clusters Score -88164.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -88287.031250 Penalty: 3422.262695
	Iteration 12Q: 3 clusters Score -88287.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -88465.023438 Penalty: 3422.262695
	Iteration 13Q: 3 clusters Score -88465.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -88513.632812 Penalty: 3422.262695
	Iteration 14Q: 3 clusters Score -88513.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -88534.679688 Penalty: 3422.262695
	Iteration 15Q: 3 clusters Score -88534.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -88570.351562 Penalty: 3422.262695
	Iteration 16Q: 3 clusters Score -88570.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -88574.078125 Penalty: 3422.262695
	Iteration 17Q: 3 clusters Score -88574.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -88575.554688 Penalty: 3422.262695
	Iteration 18Q: 3 clusters Score -88575.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -88575.554688 Penalty: 3422.262695
	Iteration 19F: 3 clusters Score -88575.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172629 members 
Mstep: Class 2 contains 115026 members 
Mstep: Class 3 contains 50613 members 
Mstep: Class 4 contains 46058 members 
Mstep: Class 5 contains 724 members 
Mstep: Class 6 contains 60874 members 
Mstep: Class 7 contains 33922 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 198563 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 14729 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28836 members 
Mstep: Class 16 contains 89105 members 
Mstep: Class 17 contains 25388 members 
Mstep: Class 18 contains 7893 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 8962 members 
Mstep: Class 22 contains 7303 members 
Mstep: Class 23 contains 21350 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 268 members 
Entering Unmasked Estep 
Score: -98117048.000000 Penalty: 88410.296875
Splitting cluster 5 changes total score from -98118032.000000 to -98117048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (60874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60874 members 
Entering Unmasked Estep 
Score: -6837346.500000 Penalty: 2732.107178
	Iteration 0F: 2 clusters Score -6837346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -6796483.000000 Penalty: 5464.214355
	Iteration 0F: 3 clusters Score -6796483 nChanged 28332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -6812288.000000 Penalty: 5464.214355
	Iteration 1F: 3 clusters Score -6812288 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -6812909.500000 Penalty: 5464.214355
	Iteration 2Q: 3 clusters Score -6812910 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -6813454.000000 Penalty: 5464.214355
	Iteration 3Q: 3 clusters Score -6813454 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -6814052.000000 Penalty: 5464.214355
	Iteration 4Q: 3 clusters Score -6814052 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -6814734.500000 Penalty: 5464.214355
	Iteration 5Q: 3 clusters Score -6814734 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -6815767.000000 Penalty: 5464.214355
	Iteration 6Q: 3 clusters Score -6815767 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -6817056.000000 Penalty: 5464.214355
	Iteration 7Q: 3 clusters Score -6817056 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -6819142.500000 Penalty: 5464.214355
	Iteration 8F: 3 clusters Score -6819142 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -6822202.000000 Penalty: 5464.214355
	Iteration 9F: 3 clusters Score -6822202 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -6826100.500000 Penalty: 5464.214355
	Iteration 10F: 3 clusters Score -6826100 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 55006 members 
Entering Unmasked Estep 
Score: -6829984.500000 Penalty: 5464.214355
	Iteration 11F: 3 clusters Score -6829984 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -6832597.500000 Penalty: 5464.214355
	Iteration 12Q: 3 clusters Score -6832598 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -6833942.000000 Penalty: 5464.214355
	Iteration 13Q: 3 clusters Score -6833942 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 60040 members 
Entering Unmasked Estep 
Score: -6834513.000000 Penalty: 5464.214355
	Iteration 14Q: 3 clusters Score -6834513 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -6834739.500000 Penalty: 5464.214355
	Iteration 15Q: 3 clusters Score -6834740 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 60359 members 
Entering Unmasked Estep 
Score: -6834872.500000 Penalty: 5464.214355
	Iteration 16Q: 3 clusters Score -6834872 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 60411 members 
Entering Unmasked Estep 
Score: -6834936.000000 Penalty: 5464.214355
	Iteration 17Q: 3 clusters Score -6834936 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -6834988.500000 Penalty: 5464.214355
	Iteration 18Q: 3 clusters Score -6834988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -6835023.500000 Penalty: 5464.214355
	Iteration 19Q: 3 clusters Score -6835024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -6835040.000000 Penalty: 5464.214355
	Iteration 20F: 3 clusters Score -6835040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -6835053.000000 Penalty: 5464.214355
	Iteration 21Q: 3 clusters Score -6835053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -6835061.500000 Penalty: 5464.214355
	Iteration 22Q: 3 clusters Score -6835062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -6835077.000000 Penalty: 5464.214355
	Iteration 23Q: 3 clusters Score -6835077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -6835089.000000 Penalty: 5464.214355
	Iteration 24Q: 3 clusters Score -6835089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 60496 members 
Entering Unmasked Estep 
Score: -6835091.000000 Penalty: 5464.214355
	Iteration 25Q: 3 clusters Score -6835091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 60494 members 
Entering Unmasked Estep 
Score: -6835105.000000 Penalty: 5464.214355
	Iteration 26Q: 3 clusters Score -6835105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 60495 members 
Entering Unmasked Estep 
Score: -6835109.500000 Penalty: 5464.214355
	Iteration 27Q: 3 clusters Score -6835110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 60497 members 
Entering Unmasked Estep 
Score: -6835111.500000 Penalty: 5464.214355
	Iteration 28Q: 3 clusters Score -6835112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -6835113.500000 Penalty: 5464.214355
	Iteration 29Q: 3 clusters Score -6835114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 60503 members 
Entering Unmasked Estep 
Score: -6835116.500000 Penalty: 5464.214355
	Iteration 30Q: 3 clusters Score -6835116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -6835117.000000 Penalty: 5464.214355
	Iteration 31Q: 3 clusters Score -6835117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -6835117.000000 Penalty: 5464.214355
	Iteration 32F: 3 clusters Score -6835117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Entering Unmasked Estep 
Score: -3846851.250000 Penalty: 2587.091064
	Iteration 0F: 2 clusters Score -3846851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3823770.500000 Penalty: 5174.182129
	Iteration 0F: 3 clusters Score -3823770 nChanged 15372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3832215.000000 Penalty: 5174.182129
	Iteration 1F: 3 clusters Score -3832215 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3832932.500000 Penalty: 5174.182129
	Iteration 2F: 3 clusters Score -3832932 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -3833714.250000 Penalty: 5174.182129
	Iteration 3F: 3 clusters Score -3833714 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -3834837.500000 Penalty: 5174.182129
	Iteration 4F: 3 clusters Score -3834838 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -3836467.250000 Penalty: 5174.182129
	Iteration 5F: 3 clusters Score -3836467 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3838677.500000 Penalty: 5174.182129
	Iteration 6F: 3 clusters Score -3838678 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -3840849.750000 Penalty: 5174.182129
	Iteration 7F: 3 clusters Score -3840850 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3842565.250000 Penalty: 5174.182129
	Iteration 8Q: 3 clusters Score -3842565 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3843593.000000 Penalty: 5174.182129
	Iteration 9Q: 3 clusters Score -3843593 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3844077.250000 Penalty: 5174.182129
	Iteration 10Q: 3 clusters Score -3844077 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3844286.500000 Penalty: 5174.182129
	Iteration 11Q: 3 clusters Score -3844286 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3844390.250000 Penalty: 5174.182129
	Iteration 12Q: 3 clusters Score -3844390 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3844451.750000 Penalty: 5174.182129
	Iteration 13Q: 3 clusters Score -3844452 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3844497.750000 Penalty: 5174.182129
	Iteration 14Q: 3 clusters Score -3844498 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3844525.750000 Penalty: 5174.182129
	Iteration 15Q: 3 clusters Score -3844526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3844543.750000 Penalty: 5174.182129
	Iteration 16Q: 3 clusters Score -3844544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3844556.250000 Penalty: 5174.182129
	Iteration 17Q: 3 clusters Score -3844556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32239 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3844575.500000 Penalty: 5174.182129
	Iteration 18Q: 3 clusters Score -3844576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3844593.750000 Penalty: 5174.182129
	Iteration 19Q: 3 clusters Score -3844594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3844604.750000 Penalty: 5174.182129
	Iteration 20F: 3 clusters Score -3844605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3844607.000000 Penalty: 5174.182129
	Iteration 21Q: 3 clusters Score -3844607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3844609.500000 Penalty: 5174.182129
	Iteration 22Q: 3 clusters Score -3844610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3844607.250000 Penalty: 5174.182129
	Iteration 23Q: 3 clusters Score -3844607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3844615.750000 Penalty: 5174.182129
	Iteration 24Q: 3 clusters Score -3844616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3844615.750000 Penalty: 5174.182129
	Iteration 25Q: 3 clusters Score -3844616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3844618.750000 Penalty: 5174.182129
	Iteration 26Q: 3 clusters Score -3844619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3844623.750000 Penalty: 5174.182129
	Iteration 27Q: 3 clusters Score -3844624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3844626.000000 Penalty: 5174.182129
	Iteration 28Q: 3 clusters Score -3844626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3844621.750000 Penalty: 5174.182129
	Iteration 29Q: 3 clusters Score -3844622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3844625.750000 Penalty: 5174.182129
	Iteration 30Q: 3 clusters Score -3844626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3844631.250000 Penalty: 5174.182129
	Iteration 31Q: 3 clusters Score -3844631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3844638.250000 Penalty: 5174.182129
	Iteration 32Q: 3 clusters Score -3844638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3844639.750000 Penalty: 5174.182129
	Iteration 33Q: 3 clusters Score -3844640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3844647.750000 Penalty: 5174.182129
	Iteration 34Q: 3 clusters Score -3844648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3844645.750000 Penalty: 5174.182129
	Iteration 35Q: 3 clusters Score -3844646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3844647.500000 Penalty: 5174.182129
	Iteration 36Q: 3 clusters Score -3844648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3844653.500000 Penalty: 5174.182129
	Iteration 37Q: 3 clusters Score -3844654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3844659.500000 Penalty: 5174.182129
	Iteration 38Q: 3 clusters Score -3844660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3844663.000000 Penalty: 5174.182129
	Iteration 39Q: 3 clusters Score -3844663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3844654.500000 Penalty: 5174.182129
	Iteration 40F: 3 clusters Score -3844654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3844659.750000 Penalty: 5174.182129
	Iteration 41Q: 3 clusters Score -3844660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3844656.000000 Penalty: 5174.182129
	Iteration 42Q: 3 clusters Score -3844656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3844656.750000 Penalty: 5174.182129
	Iteration 43Q: 3 clusters Score -3844657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3844656.250000 Penalty: 5174.182129
	Iteration 44Q: 3 clusters Score -3844656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3844657.000000 Penalty: 5174.182129
	Iteration 45Q: 3 clusters Score -3844657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3844655.500000 Penalty: 5174.182129
	Iteration 46Q: 3 clusters Score -3844656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -3844661.000000 Penalty: 5174.182129
	Iteration 47Q: 3 clusters Score -3844661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3844661.500000 Penalty: 5174.182129
	Iteration 48Q: 3 clusters Score -3844662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3844661.500000 Penalty: 5174.182129
	Iteration 49F: 3 clusters Score -3844662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Entering Unmasked Estep 
Score: -566974.687500 Penalty: 2114.977051
	Iteration 0F: 2 clusters Score -566974.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -562465.125000 Penalty: 4229.954102
	Iteration 0F: 3 clusters Score -562465.1 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -563472.250000 Penalty: 4229.954102
	Iteration 1F: 3 clusters Score -563472.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -563692.000000 Penalty: 4229.954102
	Iteration 2F: 3 clusters Score -563692 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -563851.125000 Penalty: 4229.954102
	Iteration 3F: 3 clusters Score -563851.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -563990.125000 Penalty: 4229.954102
	Iteration 4Q: 3 clusters Score -563990.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -564120.125000 Penalty: 4229.954102
	Iteration 5Q: 3 clusters Score -564120.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -564241.500000 Penalty: 4229.954102
	Iteration 6Q: 3 clusters Score -564241.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -564369.562500 Penalty: 4229.954102
	Iteration 7Q: 3 clusters Score -564369.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -564503.812500 Penalty: 4229.954102
	Iteration 8Q: 3 clusters Score -564503.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -564627.625000 Penalty: 4229.954102
	Iteration 9Q: 3 clusters Score -564627.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -564737.125000 Penalty: 4229.954102
	Iteration 10Q: 3 clusters Score -564737.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -564843.625000 Penalty: 4229.954102
	Iteration 11Q: 3 clusters Score -564843.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -564948.312500 Penalty: 4229.954102
	Iteration 12Q: 3 clusters Score -564948.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -565040.312500 Penalty: 4229.954102
	Iteration 13Q: 3 clusters Score -565040.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -565124.250000 Penalty: 4229.954102
	Iteration 14Q: 3 clusters Score -565124.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -565195.437500 Penalty: 4229.954102
	Iteration 15Q: 3 clusters Score -565195.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -565246.312500 Penalty: 4229.954102
	Iteration 16Q: 3 clusters Score -565246.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -565287.937500 Penalty: 4229.954102
	Iteration 17Q: 3 clusters Score -565287.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -565323.250000 Penalty: 4229.954102
	Iteration 18Q: 3 clusters Score -565323.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -565350.625000 Penalty: 4229.954102
	Iteration 19Q: 3 clusters Score -565350.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -565367.375000 Penalty: 4229.954102
	Iteration 20F: 3 clusters Score -565367.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -565378.562500 Penalty: 4229.954102
	Iteration 21Q: 3 clusters Score -565378.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -565386.875000 Penalty: 4229.954102
	Iteration 22Q: 3 clusters Score -565386.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -565389.125000 Penalty: 4229.954102
	Iteration 23Q: 3 clusters Score -565389.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -565391.937500 Penalty: 4229.954102
	Iteration 24Q: 3 clusters Score -565391.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -565399.125000 Penalty: 4229.954102
	Iteration 25Q: 3 clusters Score -565399.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -565401.312500 Penalty: 4229.954102
	Iteration 26Q: 3 clusters Score -565401.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -565406.250000 Penalty: 4229.954102
	Iteration 27Q: 3 clusters Score -565406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -565410.437500 Penalty: 4229.954102
	Iteration 28Q: 3 clusters Score -565410.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -565413.875000 Penalty: 4229.954102
	Iteration 29Q: 3 clusters Score -565413.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -565415.250000 Penalty: 4229.954102
	Iteration 30Q: 3 clusters Score -565415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -565415.500000 Penalty: 4229.954102
	Iteration 31Q: 3 clusters Score -565415.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -565415.500000 Penalty: 4229.954102
	Iteration 32F: 3 clusters Score -565415.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Entering Unmasked Estep 
Score: -466625.281250 Penalty: 2079.657715
	Iteration 0F: 2 clusters Score -466625.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -462473.031250 Penalty: 4159.315430
	Iteration 0F: 3 clusters Score -462473 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -463398.312500 Penalty: 4159.315430
	Iteration 1F: 3 clusters Score -463398.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -463591.937500 Penalty: 4159.315430
	Iteration 2F: 3 clusters Score -463591.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -463709.031250 Penalty: 4159.315430
	Iteration 3Q: 3 clusters Score -463709 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -463785.812500 Penalty: 4159.315430
	Iteration 4Q: 3 clusters Score -463785.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -463842.125000 Penalty: 4159.315430
	Iteration 5Q: 3 clusters Score -463842.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -463903.531250 Penalty: 4159.315430
	Iteration 6Q: 3 clusters Score -463903.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -463976.218750 Penalty: 4159.315430
	Iteration 7Q: 3 clusters Score -463976.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -464068.437500 Penalty: 4159.315430
	Iteration 8Q: 3 clusters Score -464068.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -464216.906250 Penalty: 4159.315430
	Iteration 9Q: 3 clusters Score -464216.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -464421.250000 Penalty: 4159.315430
	Iteration 10Q: 3 clusters Score -464421.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -464618.343750 Penalty: 4159.315430
	Iteration 11Q: 3 clusters Score -464618.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -464793.875000 Penalty: 4159.315430
	Iteration 12Q: 3 clusters Score -464793.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -464935.750000 Penalty: 4159.315430
	Iteration 13Q: 3 clusters Score -464935.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -465044.125000 Penalty: 4159.315430
	Iteration 14Q: 3 clusters Score -465044.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -465129.781250 Penalty: 4159.315430
	Iteration 15Q: 3 clusters Score -465129.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -465189.718750 Penalty: 4159.315430
	Iteration 16Q: 3 clusters Score -465189.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -465234.812500 Penalty: 4159.315430
	Iteration 17Q: 3 clusters Score -465234.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -465263.281250 Penalty: 4159.315430
	Iteration 18Q: 3 clusters Score -465263.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -465276.750000 Penalty: 4159.315430
	Iteration 19Q: 3 clusters Score -465276.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -465288.281250 Penalty: 4159.315430
	Iteration 20F: 3 clusters Score -465288.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -465303.875000 Penalty: 4159.315430
	Iteration 21Q: 3 clusters Score -465303.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -465323.468750 Penalty: 4159.315430
	Iteration 22Q: 3 clusters Score -465323.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -465331.562500 Penalty: 4159.315430
	Iteration 23Q: 3 clusters Score -465331.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -465337.812500 Penalty: 4159.315430
	Iteration 24Q: 3 clusters Score -465337.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -465340.250000 Penalty: 4159.315430
	Iteration 25Q: 3 clusters Score -465340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -465344.406250 Penalty: 4159.315430
	Iteration 26Q: 3 clusters Score -465344.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -465349.593750 Penalty: 4159.315430
	Iteration 27Q: 3 clusters Score -465349.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -465351.281250 Penalty: 4159.315430
	Iteration 28Q: 3 clusters Score -465351.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -465356.062500 Penalty: 4159.315430
	Iteration 29Q: 3 clusters Score -465356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -465360.156250 Penalty: 4159.315430
	Iteration 30Q: 3 clusters Score -465360.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -465360.156250 Penalty: 4159.315430
	Iteration 31F: 3 clusters Score -465360.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (198563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198563 members 
Entering Unmasked Estep 
Score: -22025744.000000 Penalty: 3025.317871
	Iteration 0F: 2 clusters Score -2.202574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99264 members 
Mstep: Class 2 contains 99299 members 
Entering Unmasked Estep 
Score: -21896546.000000 Penalty: 6050.635742
	Iteration 0F: 3 clusters Score -2.189655e+07 nChanged 95391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98311 members 
Mstep: Class 2 contains 100252 members 
Entering Unmasked Estep 
Score: -21951516.000000 Penalty: 6050.635742
	Iteration 1F: 3 clusters Score -2.195152e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97619 members 
Mstep: Class 2 contains 100944 members 
Entering Unmasked Estep 
Score: -21952244.000000 Penalty: 6050.635742
	Iteration 2Q: 3 clusters Score -2.195224e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96566 members 
Mstep: Class 2 contains 101997 members 
Entering Unmasked Estep 
Score: -21953348.000000 Penalty: 6050.635742
	Iteration 3Q: 3 clusters Score -2.195335e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94985 members 
Mstep: Class 2 contains 103578 members 
Entering Unmasked Estep 
Score: -21954676.000000 Penalty: 6050.635742
	Iteration 4Q: 3 clusters Score -2.195468e+07 nChanged 6645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92520 members 
Mstep: Class 2 contains 106043 members 
Entering Unmasked Estep 
Score: -21957198.000000 Penalty: 6050.635742
	Iteration 5Q: 3 clusters Score -2.19572e+07 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88640 members 
Mstep: Class 2 contains 109923 members 
Entering Unmasked Estep 
Score: -21961538.000000 Penalty: 6050.635742
	Iteration 6Q: 3 clusters Score -2.196154e+07 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82591 members 
Mstep: Class 2 contains 115972 members 
Entering Unmasked Estep 
Score: -21968820.000000 Penalty: 6050.635742
	Iteration 7F: 3 clusters Score -2.196882e+07 nChanged 14640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 124474 members 
Entering Unmasked Estep 
Score: -21980276.000000 Penalty: 6050.635742
	Iteration 8F: 3 clusters Score -2.198028e+07 nChanged 15967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64548 members 
Mstep: Class 2 contains 134015 members 
Entering Unmasked Estep 
Score: -21995040.000000 Penalty: 6050.635742
	Iteration 9F: 3 clusters Score -2.199504e+07 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 141524 members 
Entering Unmasked Estep 
Score: -22007624.000000 Penalty: 6050.635742
	Iteration 10F: 3 clusters Score -2.200762e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 145947 members 
Entering Unmasked Estep 
Score: -22013708.000000 Penalty: 6050.635742
	Iteration 11Q: 3 clusters Score -2.201371e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 149281 members 
Entering Unmasked Estep 
Score: -22016108.000000 Penalty: 6050.635742
	Iteration 12Q: 3 clusters Score -2.201611e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 152457 members 
Entering Unmasked Estep 
Score: -22017462.000000 Penalty: 6050.635742
	Iteration 13Q: 3 clusters Score -2.201746e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 155761 members 
Entering Unmasked Estep 
Score: -22018582.000000 Penalty: 6050.635742
	Iteration 14Q: 3 clusters Score -2.201858e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 159331 members 
Entering Unmasked Estep 
Score: -22019188.000000 Penalty: 6050.635742
	Iteration 15Q: 3 clusters Score -2.201919e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 163032 members 
Entering Unmasked Estep 
Score: -22020098.000000 Penalty: 6050.635742
	Iteration 16Q: 3 clusters Score -2.20201e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 166758 members 
Entering Unmasked Estep 
Score: -22020670.000000 Penalty: 6050.635742
	Iteration 17Q: 3 clusters Score -2.202067e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 170502 members 
Entering Unmasked Estep 
Score: -22020994.000000 Penalty: 6050.635742
	Iteration 18Q: 3 clusters Score -2.202099e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 174226 members 
Entering Unmasked Estep 
Score: -22021510.000000 Penalty: 6050.635742
	Iteration 19Q: 3 clusters Score -2.202151e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 177821 members 
Entering Unmasked Estep 
Score: -22022048.000000 Penalty: 6050.635742
	Iteration 20F: 3 clusters Score -2.202205e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 181055 members 
Entering Unmasked Estep 
Score: -22022416.000000 Penalty: 6050.635742
	Iteration 21Q: 3 clusters Score -2.202242e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 183953 members 
Entering Unmasked Estep 
Score: -22022548.000000 Penalty: 6050.635742
	Iteration 22Q: 3 clusters Score -2.202255e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 186519 members 
Entering Unmasked Estep 
Score: -22022922.000000 Penalty: 6050.635742
	Iteration 23Q: 3 clusters Score -2.202292e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 188660 members 
Entering Unmasked Estep 
Score: -22023168.000000 Penalty: 6050.635742
	Iteration 24Q: 3 clusters Score -2.202317e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 190441 members 
Entering Unmasked Estep 
Score: -22023382.000000 Penalty: 6050.635742
	Iteration 25Q: 3 clusters Score -2.202338e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 191925 members 
Entering Unmasked Estep 
Score: -22023412.000000 Penalty: 6050.635742
	Iteration 26Q: 3 clusters Score -2.202341e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 193110 members 
Entering Unmasked Estep 
Score: -22023456.000000 Penalty: 6050.635742
	Iteration 27Q: 3 clusters Score -2.202346e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 194050 members 
Entering Unmasked Estep 
Score: -22023556.000000 Penalty: 6050.635742
	Iteration 28Q: 3 clusters Score -2.202356e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 194776 members 
Entering Unmasked Estep 
Score: -22023734.000000 Penalty: 6050.635742
	Iteration 29Q: 3 clusters Score -2.202373e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 195291 members 
Entering Unmasked Estep 
Score: -22023726.000000 Penalty: 6050.635742
	Iteration 30Q: 3 clusters Score -2.202373e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 195698 members 
Entering Unmasked Estep 
Score: -22023774.000000 Penalty: 6050.635742
	Iteration 31Q: 3 clusters Score -2.202377e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 195988 members 
Entering Unmasked Estep 
Score: -22023806.000000 Penalty: 6050.635742
	Iteration 32Q: 3 clusters Score -2.202381e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 196210 members 
Entering Unmasked Estep 
Score: -22023826.000000 Penalty: 6050.635742
	Iteration 33Q: 3 clusters Score -2.202383e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 196389 members 
Entering Unmasked Estep 
Score: -22023762.000000 Penalty: 6050.635742
	Iteration 34Q: 3 clusters Score -2.202376e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 196526 members 
Entering Unmasked Estep 
Score: -22023808.000000 Penalty: 6050.635742
	Iteration 35Q: 3 clusters Score -2.202381e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 196639 members 
Entering Unmasked Estep 
Score: -22023794.000000 Penalty: 6050.635742
	Iteration 36Q: 3 clusters Score -2.202379e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 196726 members 
Entering Unmasked Estep 
Score: -22023802.000000 Penalty: 6050.635742
	Iteration 37Q: 3 clusters Score -2.20238e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 196801 members 
Entering Unmasked Estep 
Score: -22023772.000000 Penalty: 6050.635742
	Iteration 38Q: 3 clusters Score -2.202377e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 196863 members 
Entering Unmasked Estep 
Score: -22023788.000000 Penalty: 6050.635742
	Iteration 39Q: 3 clusters Score -2.202379e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 196907 members 
Entering Unmasked Estep 
Score: -22023758.000000 Penalty: 6050.635742
	Iteration 40F: 3 clusters Score -2.202376e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 196950 members 
Entering Unmasked Estep 
Score: -22023746.000000 Penalty: 6050.635742
	Iteration 41Q: 3 clusters Score -2.202375e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 196995 members 
Entering Unmasked Estep 
Score: -22023738.000000 Penalty: 6050.635742
	Iteration 42Q: 3 clusters Score -2.202374e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 197018 members 
Entering Unmasked Estep 
Score: -22023722.000000 Penalty: 6050.635742
	Iteration 43Q: 3 clusters Score -2.202372e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 197044 members 
Entering Unmasked Estep 
Score: -22023724.000000 Penalty: 6050.635742
	Iteration 44Q: 3 clusters Score -2.202372e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 197066 members 
Entering Unmasked Estep 
Score: -22023742.000000 Penalty: 6050.635742
	Iteration 45Q: 3 clusters Score -2.202374e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 197088 members 
Entering Unmasked Estep 
Score: -22023760.000000 Penalty: 6050.635742
	Iteration 46Q: 3 clusters Score -2.202376e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 197110 members 
Entering Unmasked Estep 
Score: -22023754.000000 Penalty: 6050.635742
	Iteration 47Q: 3 clusters Score -2.202375e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 197133 members 
Entering Unmasked Estep 
Score: -22023734.000000 Penalty: 6050.635742
	Iteration 48Q: 3 clusters Score -2.202373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 197147 members 
Entering Unmasked Estep 
Score: -22023718.000000 Penalty: 6050.635742
	Iteration 49Q: 3 clusters Score -2.202372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 197157 members 
Entering Unmasked Estep 
Score: -22023738.000000 Penalty: 6050.635742
	Iteration 50Q: 3 clusters Score -2.202374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 197161 members 
Entering Unmasked Estep 
Score: -22023742.000000 Penalty: 6050.635742
	Iteration 51Q: 3 clusters Score -2.202374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 197167 members 
Entering Unmasked Estep 
Score: -22023722.000000 Penalty: 6050.635742
	Iteration 52Q: 3 clusters Score -2.202372e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 197174 members 
Entering Unmasked Estep 
Score: -22023738.000000 Penalty: 6050.635742
	Iteration 53Q: 3 clusters Score -2.202374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 197180 members 
Entering Unmasked Estep 
Score: -22023716.000000 Penalty: 6050.635742
	Iteration 54Q: 3 clusters Score -2.202372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 197184 members 
Entering Unmasked Estep 
Score: -22023718.000000 Penalty: 6050.635742
	Iteration 55Q: 3 clusters Score -2.202372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 197188 members 
Entering Unmasked Estep 
Score: -22023720.000000 Penalty: 6050.635742
	Iteration 56Q: 3 clusters Score -2.202372e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 197193 members 
Entering Unmasked Estep 
Score: -22023706.000000 Penalty: 6050.635742
	Iteration 57Q: 3 clusters Score -2.202371e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 197200 members 
Entering Unmasked Estep 
Score: -22023714.000000 Penalty: 6050.635742
	Iteration 58Q: 3 clusters Score -2.202371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 197206 members 
Entering Unmasked Estep 
Score: -22023722.000000 Penalty: 6050.635742
	Iteration 59Q: 3 clusters Score -2.202372e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 197214 members 
Entering Unmasked Estep 
Score: -22023724.000000 Penalty: 6050.635742
	Iteration 60F: 3 clusters Score -2.202372e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 197216 members 
Entering Unmasked Estep 
Score: -22023720.000000 Penalty: 6050.635742
	Iteration 61Q: 3 clusters Score -2.202372e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 197216 members 
Entering Unmasked Estep 
Score: -22023720.000000 Penalty: 6050.635742
	Iteration 62F: 3 clusters Score -2.202372e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -106557.109375 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -106557.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104600.093750 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -104600.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -104880.132812 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -104880.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104931.867188 Penalty: 3432.653076
	Iteration 2Q: 3 clusters Score -104931.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104960.398438 Penalty: 3432.653076
	Iteration 3Q: 3 clusters Score -104960.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -104977.679688 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -104977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104980.640625 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -104980.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104985.898438 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -104985.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -104992.148438 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -104992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -104997.109375 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -104997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105000.812500 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -105000.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -105006.015625 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -105006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105008.187500 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -105008.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -105008.515625 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -105008.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -105008.515625 Penalty: 3432.653076
	Iteration 13F: 3 clusters Score -105008.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -227074.218750 Penalty: 1896.295776
	Iteration 0F: 2 clusters Score -227074.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -224369.562500 Penalty: 3792.591553
	Iteration 0F: 3 clusters Score -224369.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -224814.203125 Penalty: 3792.591553
	Iteration 1F: 3 clusters Score -224814.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -224922.859375 Penalty: 3792.591553
	Iteration 2F: 3 clusters Score -224922.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -224992.718750 Penalty: 3792.591553
	Iteration 3Q: 3 clusters Score -224992.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -225028.828125 Penalty: 3792.591553
	Iteration 4Q: 3 clusters Score -225028.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -225060.250000 Penalty: 3792.591553
	Iteration 5Q: 3 clusters Score -225060.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -225076.203125 Penalty: 3792.591553
	Iteration 6Q: 3 clusters Score -225076.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -225091.375000 Penalty: 3792.591553
	Iteration 7Q: 3 clusters Score -225091.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -225108.875000 Penalty: 3792.591553
	Iteration 8Q: 3 clusters Score -225108.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -225114.484375 Penalty: 3792.591553
	Iteration 9Q: 3 clusters Score -225114.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -225118.812500 Penalty: 3792.591553
	Iteration 10Q: 3 clusters Score -225118.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -225122.453125 Penalty: 3792.591553
	Iteration 11Q: 3 clusters Score -225122.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -225123.906250 Penalty: 3792.591553
	Iteration 12Q: 3 clusters Score -225123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -225125.421875 Penalty: 3792.591553
	Iteration 13Q: 3 clusters Score -225125.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -225126.718750 Penalty: 3792.591553
	Iteration 14Q: 3 clusters Score -225126.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -225127.703125 Penalty: 3792.591553
	Iteration 15Q: 3 clusters Score -225127.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -225127.703125 Penalty: 3792.591553
	Iteration 16F: 3 clusters Score -225127.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Entering Unmasked Estep 
Score: -1669733.000000 Penalty: 2380.198242
	Iteration 0F: 2 clusters Score -1669733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1659099.250000 Penalty: 4760.396484
	Iteration 0F: 3 clusters Score -1659099 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1662508.375000 Penalty: 4760.396484
	Iteration 1F: 3 clusters Score -1662508 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1662832.250000 Penalty: 4760.396484
	Iteration 2F: 3 clusters Score -1662832 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1663079.750000 Penalty: 4760.396484
	Iteration 3Q: 3 clusters Score -1663080 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1663290.250000 Penalty: 4760.396484
	Iteration 4Q: 3 clusters Score -1663290 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1663434.250000 Penalty: 4760.396484
	Iteration 5Q: 3 clusters Score -1663434 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1663561.625000 Penalty: 4760.396484
	Iteration 6Q: 3 clusters Score -1663562 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1663699.625000 Penalty: 4760.396484
	Iteration 7Q: 3 clusters Score -1663700 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1663874.625000 Penalty: 4760.396484
	Iteration 8Q: 3 clusters Score -1663875 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1664075.875000 Penalty: 4760.396484
	Iteration 9Q: 3 clusters Score -1664076 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1664307.000000 Penalty: 4760.396484
	Iteration 10Q: 3 clusters Score -1664307 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1664611.500000 Penalty: 4760.396484
	Iteration 11Q: 3 clusters Score -1664612 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1664975.625000 Penalty: 4760.396484
	Iteration 12Q: 3 clusters Score -1664976 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1665411.625000 Penalty: 4760.396484
	Iteration 13Q: 3 clusters Score -1665412 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1665853.000000 Penalty: 4760.396484
	Iteration 14Q: 3 clusters Score -1665853 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1666265.250000 Penalty: 4760.396484
	Iteration 15Q: 3 clusters Score -1666265 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1666609.500000 Penalty: 4760.396484
	Iteration 16Q: 3 clusters Score -1666610 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1666841.125000 Penalty: 4760.396484
	Iteration 17Q: 3 clusters Score -1666841 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1667030.000000 Penalty: 4760.396484
	Iteration 18Q: 3 clusters Score -1667030 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1667168.875000 Penalty: 4760.396484
	Iteration 19Q: 3 clusters Score -1667169 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1667264.375000 Penalty: 4760.396484
	Iteration 20F: 3 clusters Score -1667264 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1667327.750000 Penalty: 4760.396484
	Iteration 21Q: 3 clusters Score -1667328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1667368.000000 Penalty: 4760.396484
	Iteration 22Q: 3 clusters Score -1667368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1667413.000000 Penalty: 4760.396484
	Iteration 23Q: 3 clusters Score -1667413 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1667441.750000 Penalty: 4760.396484
	Iteration 24Q: 3 clusters Score -1667442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1667462.625000 Penalty: 4760.396484
	Iteration 25Q: 3 clusters Score -1667463 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1667488.375000 Penalty: 4760.396484
	Iteration 26Q: 3 clusters Score -1667488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1667518.875000 Penalty: 4760.396484
	Iteration 27Q: 3 clusters Score -1667519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1667536.875000 Penalty: 4760.396484
	Iteration 28Q: 3 clusters Score -1667537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1667549.250000 Penalty: 4760.396484
	Iteration 29Q: 3 clusters Score -1667549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1667560.625000 Penalty: 4760.396484
	Iteration 30Q: 3 clusters Score -1667561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1667577.625000 Penalty: 4760.396484
	Iteration 31Q: 3 clusters Score -1667578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1667588.125000 Penalty: 4760.396484
	Iteration 32Q: 3 clusters Score -1667588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1667599.250000 Penalty: 4760.396484
	Iteration 33Q: 3 clusters Score -1667599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1667609.750000 Penalty: 4760.396484
	Iteration 34Q: 3 clusters Score -1667610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1667621.750000 Penalty: 4760.396484
	Iteration 35Q: 3 clusters Score -1667622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1667633.875000 Penalty: 4760.396484
	Iteration 36Q: 3 clusters Score -1667634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1667643.000000 Penalty: 4760.396484
	Iteration 37Q: 3 clusters Score -1667643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1667653.500000 Penalty: 4760.396484
	Iteration 38Q: 3 clusters Score -1667654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1667656.375000 Penalty: 4760.396484
	Iteration 39Q: 3 clusters Score -1667656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1667658.125000 Penalty: 4760.396484
	Iteration 40F: 3 clusters Score -1667658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1667661.250000 Penalty: 4760.396484
	Iteration 41Q: 3 clusters Score -1667661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1667660.000000 Penalty: 4760.396484
	Iteration 42Q: 3 clusters Score -1667660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1667662.250000 Penalty: 4760.396484
	Iteration 43Q: 3 clusters Score -1667662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1667664.125000 Penalty: 4760.396484
	Iteration 44Q: 3 clusters Score -1667664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1667668.375000 Penalty: 4760.396484
	Iteration 45Q: 3 clusters Score -1667668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1667671.750000 Penalty: 4760.396484
	Iteration 46Q: 3 clusters Score -1667672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1667671.750000 Penalty: 4760.396484
	Iteration 47Q: 3 clusters Score -1667672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1667670.375000 Penalty: 4760.396484
	Iteration 48Q: 3 clusters Score -1667670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1667672.625000 Penalty: 4760.396484
	Iteration 49Q: 3 clusters Score -1667673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1667672.625000 Penalty: 4760.396484
	Iteration 50F: 3 clusters Score -1667673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -69259.875000 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -69259.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67542.789062 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -67542.79 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67846.218750 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -67846.22 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -68002.226562 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -68002.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68124.179688 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -68124.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68276.320312 Penalty: 3272.184082
	Iteration 4F: 3 clusters Score -68276.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68450.718750 Penalty: 3272.184082
	Iteration 5F: 3 clusters Score -68450.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68611.187500 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -68611.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68727.398438 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -68727.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -68837.726562 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -68837.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -68978.335938 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -68978.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -69105.523438 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -69105.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -69164.671875 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -69164.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69194.453125 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -69194.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69223.132812 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -69223.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -69223.132812 Penalty: 3272.184082
	Iteration 14F: 3 clusters Score -69223.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Entering Unmasked Estep 
Score: -3016782.750000 Penalty: 2546.806152
	Iteration 0F: 2 clusters Score -3016783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2996963.750000 Penalty: 5093.612305
	Iteration 0F: 3 clusters Score -2996964 nChanged 13086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3003850.250000 Penalty: 5093.612305
	Iteration 1F: 3 clusters Score -3003850 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3004351.000000 Penalty: 5093.612305
	Iteration 2F: 3 clusters Score -3004351 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3004877.750000 Penalty: 5093.612305
	Iteration 3Q: 3 clusters Score -3004878 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -3005508.250000 Penalty: 5093.612305
	Iteration 4Q: 3 clusters Score -3005508 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3006282.000000 Penalty: 5093.612305
	Iteration 5Q: 3 clusters Score -3006282 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3007074.000000 Penalty: 5093.612305
	Iteration 6Q: 3 clusters Score -3007074 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -3007823.250000 Penalty: 5093.612305
	Iteration 7F: 3 clusters Score -3007823 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3008464.000000 Penalty: 5093.612305
	Iteration 8Q: 3 clusters Score -3008464 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3008986.250000 Penalty: 5093.612305
	Iteration 9Q: 3 clusters Score -3008986 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -3009416.000000 Penalty: 5093.612305
	Iteration 10Q: 3 clusters Score -3009416 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3009760.500000 Penalty: 5093.612305
	Iteration 11Q: 3 clusters Score -3009760 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3010041.250000 Penalty: 5093.612305
	Iteration 12Q: 3 clusters Score -3010041 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3010319.250000 Penalty: 5093.612305
	Iteration 13Q: 3 clusters Score -3010319 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3010566.500000 Penalty: 5093.612305
	Iteration 14Q: 3 clusters Score -3010566 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -3010805.500000 Penalty: 5093.612305
	Iteration 15Q: 3 clusters Score -3010806 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -3011052.000000 Penalty: 5093.612305
	Iteration 16Q: 3 clusters Score -3011052 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3011240.750000 Penalty: 5093.612305
	Iteration 17Q: 3 clusters Score -3011241 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3011458.500000 Penalty: 5093.612305
	Iteration 18Q: 3 clusters Score -3011458 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3011688.250000 Penalty: 5093.612305
	Iteration 19Q: 3 clusters Score -3011688 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -3011884.000000 Penalty: 5093.612305
	Iteration 20F: 3 clusters Score -3011884 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3012049.000000 Penalty: 5093.612305
	Iteration 21Q: 3 clusters Score -3012049 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -3012201.250000 Penalty: 5093.612305
	Iteration 22Q: 3 clusters Score -3012201 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3012339.250000 Penalty: 5093.612305
	Iteration 23Q: 3 clusters Score -3012339 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3012442.500000 Penalty: 5093.612305
	Iteration 24Q: 3 clusters Score -3012442 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3012550.250000 Penalty: 5093.612305
	Iteration 25Q: 3 clusters Score -3012550 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3012637.500000 Penalty: 5093.612305
	Iteration 26Q: 3 clusters Score -3012638 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3012699.250000 Penalty: 5093.612305
	Iteration 27Q: 3 clusters Score -3012699 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -3012752.000000 Penalty: 5093.612305
	Iteration 28Q: 3 clusters Score -3012752 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3012796.500000 Penalty: 5093.612305
	Iteration 29Q: 3 clusters Score -3012796 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -3012827.750000 Penalty: 5093.612305
	Iteration 30Q: 3 clusters Score -3012828 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3012866.000000 Penalty: 5093.612305
	Iteration 31Q: 3 clusters Score -3012866 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3012899.500000 Penalty: 5093.612305
	Iteration 32Q: 3 clusters Score -3012900 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3012938.500000 Penalty: 5093.612305
	Iteration 33Q: 3 clusters Score -3012938 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3012971.000000 Penalty: 5093.612305
	Iteration 34Q: 3 clusters Score -3012971 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3012997.000000 Penalty: 5093.612305
	Iteration 35Q: 3 clusters Score -3012997 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -3013020.000000 Penalty: 5093.612305
	Iteration 36Q: 3 clusters Score -3013020 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3013046.750000 Penalty: 5093.612305
	Iteration 37Q: 3 clusters Score -3013047 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -3013061.500000 Penalty: 5093.612305
	Iteration 38Q: 3 clusters Score -3013062 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -3013087.000000 Penalty: 5093.612305
	Iteration 39Q: 3 clusters Score -3013087 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -3013100.000000 Penalty: 5093.612305
	Iteration 40F: 3 clusters Score -3013100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3013108.750000 Penalty: 5093.612305
	Iteration 41Q: 3 clusters Score -3013109 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -3013116.250000 Penalty: 5093.612305
	Iteration 42Q: 3 clusters Score -3013116 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3013125.000000 Penalty: 5093.612305
	Iteration 43Q: 3 clusters Score -3013125 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3013129.500000 Penalty: 5093.612305
	Iteration 44Q: 3 clusters Score -3013130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -3013130.500000 Penalty: 5093.612305
	Iteration 45Q: 3 clusters Score -3013130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -3013142.250000 Penalty: 5093.612305
	Iteration 46Q: 3 clusters Score -3013142 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -3013150.750000 Penalty: 5093.612305
	Iteration 47Q: 3 clusters Score -3013151 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3013158.250000 Penalty: 5093.612305
	Iteration 48Q: 3 clusters Score -3013158 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -3013167.000000 Penalty: 5093.612305
	Iteration 49Q: 3 clusters Score -3013167 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3013177.000000 Penalty: 5093.612305
	Iteration 50Q: 3 clusters Score -3013177 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3013197.500000 Penalty: 5093.612305
	Iteration 51Q: 3 clusters Score -3013198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -3013195.000000 Penalty: 5093.612305
	Iteration 52Q: 3 clusters Score -3013195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3013204.000000 Penalty: 5093.612305
	Iteration 53Q: 3 clusters Score -3013204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3013210.500000 Penalty: 5093.612305
	Iteration 54Q: 3 clusters Score -3013210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -3013213.500000 Penalty: 5093.612305
	Iteration 55Q: 3 clusters Score -3013214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3013224.500000 Penalty: 5093.612305
	Iteration 56Q: 3 clusters Score -3013224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -3013223.500000 Penalty: 5093.612305
	Iteration 57Q: 3 clusters Score -3013224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -3013226.750000 Penalty: 5093.612305
	Iteration 58Q: 3 clusters Score -3013227 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -3013225.750000 Penalty: 5093.612305
	Iteration 59Q: 3 clusters Score -3013226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -3013223.000000 Penalty: 5093.612305
	Iteration 60F: 3 clusters Score -3013223 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -3013235.750000 Penalty: 5093.612305
	Iteration 61Q: 3 clusters Score -3013236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3013235.500000 Penalty: 5093.612305
	Iteration 62Q: 3 clusters Score -3013236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -3013227.250000 Penalty: 5093.612305
	Iteration 63Q: 3 clusters Score -3013227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -3013236.250000 Penalty: 5093.612305
	Iteration 64Q: 3 clusters Score -3013236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -3013242.500000 Penalty: 5093.612305
	Iteration 65Q: 3 clusters Score -3013242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3013255.000000 Penalty: 5093.612305
	Iteration 66Q: 3 clusters Score -3013255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -3013271.500000 Penalty: 5093.612305
	Iteration 67Q: 3 clusters Score -3013272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -3013269.500000 Penalty: 5093.612305
	Iteration 68Q: 3 clusters Score -3013270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3013285.000000 Penalty: 5093.612305
	Iteration 69Q: 3 clusters Score -3013285 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -3013293.750000 Penalty: 5093.612305
	Iteration 70Q: 3 clusters Score -3013294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -3013301.750000 Penalty: 5093.612305
	Iteration 71Q: 3 clusters Score -3013302 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3013321.250000 Penalty: 5093.612305
	Iteration 72Q: 3 clusters Score -3013321 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -3013319.250000 Penalty: 5093.612305
	Iteration 73Q: 3 clusters Score -3013319 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3013340.500000 Penalty: 5093.612305
	Iteration 74Q: 3 clusters Score -3013340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3013350.750000 Penalty: 5093.612305
	Iteration 75Q: 3 clusters Score -3013351 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3013350.750000 Penalty: 5093.612305
	Iteration 76Q: 3 clusters Score -3013351 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -3013366.000000 Penalty: 5093.612305
	Iteration 77Q: 3 clusters Score -3013366 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3013388.500000 Penalty: 5093.612305
	Iteration 78Q: 3 clusters Score -3013388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3013404.000000 Penalty: 5093.612305
	Iteration 79Q: 3 clusters Score -3013404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3013418.250000 Penalty: 5093.612305
	Iteration 80F: 3 clusters Score -3013418 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3013420.750000 Penalty: 5093.612305
	Iteration 81Q: 3 clusters Score -3013421 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3013439.000000 Penalty: 5093.612305
	Iteration 82Q: 3 clusters Score -3013439 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -3013457.000000 Penalty: 5093.612305
	Iteration 83Q: 3 clusters Score -3013457 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3013482.250000 Penalty: 5093.612305
	Iteration 84Q: 3 clusters Score -3013482 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3013490.500000 Penalty: 5093.612305
	Iteration 85Q: 3 clusters Score -3013490 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -3013514.250000 Penalty: 5093.612305
	Iteration 86Q: 3 clusters Score -3013514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3013518.500000 Penalty: 5093.612305
	Iteration 87Q: 3 clusters Score -3013518 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -3013539.250000 Penalty: 5093.612305
	Iteration 88Q: 3 clusters Score -3013539 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -3013553.750000 Penalty: 5093.612305
	Iteration 89Q: 3 clusters Score -3013554 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3013565.500000 Penalty: 5093.612305
	Iteration 90Q: 3 clusters Score -3013566 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3013601.250000 Penalty: 5093.612305
	Iteration 91Q: 3 clusters Score -3013601 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3013617.250000 Penalty: 5093.612305
	Iteration 92Q: 3 clusters Score -3013617 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -3013638.000000 Penalty: 5093.612305
	Iteration 93Q: 3 clusters Score -3013638 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -3013654.500000 Penalty: 5093.612305
	Iteration 94Q: 3 clusters Score -3013654 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3013670.250000 Penalty: 5093.612305
	Iteration 95Q: 3 clusters Score -3013670 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -3013705.500000 Penalty: 5093.612305
	Iteration 96Q: 3 clusters Score -3013706 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3013723.250000 Penalty: 5093.612305
	Iteration 97Q: 3 clusters Score -3013723 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3013752.750000 Penalty: 5093.612305
	Iteration 98Q: 3 clusters Score -3013753 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -3013790.250000 Penalty: 5093.612305
	Iteration 99Q: 3 clusters Score -3013790 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3013815.500000 Penalty: 5093.612305
	Iteration 100F: 3 clusters Score -3013816 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3013848.000000 Penalty: 5093.612305
	Iteration 101Q: 3 clusters Score -3013848 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3013877.500000 Penalty: 5093.612305
	Iteration 102Q: 3 clusters Score -3013878 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3013899.750000 Penalty: 5093.612305
	Iteration 103Q: 3 clusters Score -3013900 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -3013924.750000 Penalty: 5093.612305
	Iteration 104Q: 3 clusters Score -3013925 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -3013954.000000 Penalty: 5093.612305
	Iteration 105Q: 3 clusters Score -3013954 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3013989.750000 Penalty: 5093.612305
	Iteration 106Q: 3 clusters Score -3013990 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -3014023.250000 Penalty: 5093.612305
	Iteration 107Q: 3 clusters Score -3014023 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3014040.750000 Penalty: 5093.612305
	Iteration 108Q: 3 clusters Score -3014041 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3014069.750000 Penalty: 5093.612305
	Iteration 109Q: 3 clusters Score -3014070 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3014084.250000 Penalty: 5093.612305
	Iteration 110Q: 3 clusters Score -3014084 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -3014112.000000 Penalty: 5093.612305
	Iteration 111Q: 3 clusters Score -3014112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3014126.250000 Penalty: 5093.612305
	Iteration 112Q: 3 clusters Score -3014126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -3014140.000000 Penalty: 5093.612305
	Iteration 113Q: 3 clusters Score -3014140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3014162.500000 Penalty: 5093.612305
	Iteration 114Q: 3 clusters Score -3014162 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3014182.750000 Penalty: 5093.612305
	Iteration 115Q: 3 clusters Score -3014183 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3014213.250000 Penalty: 5093.612305
	Iteration 116Q: 3 clusters Score -3014213 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3014253.000000 Penalty: 5093.612305
	Iteration 117Q: 3 clusters Score -3014253 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -3014296.750000 Penalty: 5093.612305
	Iteration 118Q: 3 clusters Score -3014297 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -3014357.000000 Penalty: 5093.612305
	Iteration 119Q: 3 clusters Score -3014357 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -3014413.500000 Penalty: 5093.612305
	Iteration 120F: 3 clusters Score -3014414 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -3014453.500000 Penalty: 5093.612305
	Iteration 121Q: 3 clusters Score -3014454 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -3014502.000000 Penalty: 5093.612305
	Iteration 122Q: 3 clusters Score -3014502 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -3014546.000000 Penalty: 5093.612305
	Iteration 123Q: 3 clusters Score -3014546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -3014590.250000 Penalty: 5093.612305
	Iteration 124Q: 3 clusters Score -3014590 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3014629.750000 Penalty: 5093.612305
	Iteration 125Q: 3 clusters Score -3014630 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -3014665.750000 Penalty: 5093.612305
	Iteration 126Q: 3 clusters Score -3014666 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -3014691.250000 Penalty: 5093.612305
	Iteration 127Q: 3 clusters Score -3014691 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3014716.750000 Penalty: 5093.612305
	Iteration 128Q: 3 clusters Score -3014717 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -3014742.000000 Penalty: 5093.612305
	Iteration 129Q: 3 clusters Score -3014742 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3014753.500000 Penalty: 5093.612305
	Iteration 130Q: 3 clusters Score -3014754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -3014763.250000 Penalty: 5093.612305
	Iteration 131Q: 3 clusters Score -3014763 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3014779.250000 Penalty: 5093.612305
	Iteration 132Q: 3 clusters Score -3014779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3014793.250000 Penalty: 5093.612305
	Iteration 133Q: 3 clusters Score -3014793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -3014804.500000 Penalty: 5093.612305
	Iteration 134Q: 3 clusters Score -3014804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -3014814.000000 Penalty: 5093.612305
	Iteration 135Q: 3 clusters Score -3014814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -3014822.500000 Penalty: 5093.612305
	Iteration 136Q: 3 clusters Score -3014822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3014838.000000 Penalty: 5093.612305
	Iteration 137Q: 3 clusters Score -3014838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -3014847.250000 Penalty: 5093.612305
	Iteration 138Q: 3 clusters Score -3014847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3014860.500000 Penalty: 5093.612305
	Iteration 139Q: 3 clusters Score -3014860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3014858.500000 Penalty: 5093.612305
	Iteration 140F: 3 clusters Score -3014858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -3014868.000000 Penalty: 5093.612305
	Iteration 141Q: 3 clusters Score -3014868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3014872.750000 Penalty: 5093.612305
	Iteration 142Q: 3 clusters Score -3014873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3014872.500000 Penalty: 5093.612305
	Iteration 143Q: 3 clusters Score -3014872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -3014875.250000 Penalty: 5093.612305
	Iteration 144Q: 3 clusters Score -3014875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3014881.500000 Penalty: 5093.612305
	Iteration 145Q: 3 clusters Score -3014882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -3014885.250000 Penalty: 5093.612305
	Iteration 146Q: 3 clusters Score -3014885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3014887.500000 Penalty: 5093.612305
	Iteration 147Q: 3 clusters Score -3014888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -3014890.500000 Penalty: 5093.612305
	Iteration 148Q: 3 clusters Score -3014890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3014894.250000 Penalty: 5093.612305
	Iteration 149Q: 3 clusters Score -3014894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3014892.750000 Penalty: 5093.612305
	Iteration 150Q: 3 clusters Score -3014893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -3014893.500000 Penalty: 5093.612305
	Iteration 151Q: 3 clusters Score -3014894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3014895.500000 Penalty: 5093.612305
	Iteration 152Q: 3 clusters Score -3014896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3014893.250000 Penalty: 5093.612305
	Iteration 153Q: 3 clusters Score -3014893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3014899.500000 Penalty: 5093.612305
	Iteration 154Q: 3 clusters Score -3014900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3014903.250000 Penalty: 5093.612305
	Iteration 155Q: 3 clusters Score -3014903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3014912.250000 Penalty: 5093.612305
	Iteration 156Q: 3 clusters Score -3014912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -3014919.500000 Penalty: 5093.612305
	Iteration 157Q: 3 clusters Score -3014920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -3014921.250000 Penalty: 5093.612305
	Iteration 158Q: 3 clusters Score -3014921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -3014924.750000 Penalty: 5093.612305
	Iteration 159Q: 3 clusters Score -3014925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3014929.750000 Penalty: 5093.612305
	Iteration 160F: 3 clusters Score -3014930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -3014929.500000 Penalty: 5093.612305
	Iteration 161Q: 3 clusters Score -3014930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3014931.250000 Penalty: 5093.612305
	Iteration 162Q: 3 clusters Score -3014931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -3014942.000000 Penalty: 5093.612305
	Iteration 163Q: 3 clusters Score -3014942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -3014942.750000 Penalty: 5093.612305
	Iteration 164Q: 3 clusters Score -3014943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -3014943.750000 Penalty: 5093.612305
	Iteration 165Q: 3 clusters Score -3014944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3014947.000000 Penalty: 5093.612305
	Iteration 166Q: 3 clusters Score -3014947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -3014951.500000 Penalty: 5093.612305
	Iteration 167Q: 3 clusters Score -3014952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3014950.250000 Penalty: 5093.612305
	Iteration 168Q: 3 clusters Score -3014950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -3014952.000000 Penalty: 5093.612305
	Iteration 169Q: 3 clusters Score -3014952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -3014952.000000 Penalty: 5093.612305
	Iteration 170F: 3 clusters Score -3014952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89105 members 
Entering Unmasked Estep 
Score: -10085926.000000 Penalty: 2826.597412
	Iteration 0F: 2 clusters Score -1.008593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -10026467.000000 Penalty: 5653.194824
	Iteration 0F: 3 clusters Score -1.002647e+07 nChanged 41906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -10050024.000000 Penalty: 5653.194824
	Iteration 1F: 3 clusters Score -1.005002e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -10050725.000000 Penalty: 5653.194824
	Iteration 2Q: 3 clusters Score -1.005072e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -10051316.000000 Penalty: 5653.194824
	Iteration 3Q: 3 clusters Score -1.005132e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -10051978.000000 Penalty: 5653.194824
	Iteration 4Q: 3 clusters Score -1.005198e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -10052820.000000 Penalty: 5653.194824
	Iteration 5Q: 3 clusters Score -1.005282e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -10053803.000000 Penalty: 5653.194824
	Iteration 6Q: 3 clusters Score -1.00538e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -10055269.000000 Penalty: 5653.194824
	Iteration 7Q: 3 clusters Score -1.005527e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -10057436.000000 Penalty: 5653.194824
	Iteration 8Q: 3 clusters Score -1.005744e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -10060250.000000 Penalty: 5653.194824
	Iteration 9F: 3 clusters Score -1.006025e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -10064017.000000 Penalty: 5653.194824
	Iteration 10F: 3 clusters Score -1.006402e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -10067856.000000 Penalty: 5653.194824
	Iteration 11F: 3 clusters Score -1.006786e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56042 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -10071087.000000 Penalty: 5653.194824
	Iteration 12F: 3 clusters Score -1.007109e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57605 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -10073107.000000 Penalty: 5653.194824
	Iteration 13Q: 3 clusters Score -1.007311e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -10074136.000000 Penalty: 5653.194824
	Iteration 14Q: 3 clusters Score -1.007414e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60127 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -10074691.000000 Penalty: 5653.194824
	Iteration 15Q: 3 clusters Score -1.007469e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -10075128.000000 Penalty: 5653.194824
	Iteration 16Q: 3 clusters Score -1.007513e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62752 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -10075601.000000 Penalty: 5653.194824
	Iteration 17Q: 3 clusters Score -1.00756e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64093 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -10076003.000000 Penalty: 5653.194824
	Iteration 18Q: 3 clusters Score -1.0076e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65475 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -10076449.000000 Penalty: 5653.194824
	Iteration 19Q: 3 clusters Score -1.007645e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66893 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -10076921.000000 Penalty: 5653.194824
	Iteration 20F: 3 clusters Score -1.007692e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -10077394.000000 Penalty: 5653.194824
	Iteration 21Q: 3 clusters Score -1.007739e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69566 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -10077805.000000 Penalty: 5653.194824
	Iteration 22Q: 3 clusters Score -1.00778e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70919 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -10078308.000000 Penalty: 5653.194824
	Iteration 23Q: 3 clusters Score -1.007831e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72230 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -10078827.000000 Penalty: 5653.194824
	Iteration 24Q: 3 clusters Score -1.007883e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73512 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -10079278.000000 Penalty: 5653.194824
	Iteration 25Q: 3 clusters Score -1.007928e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74744 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -10079739.000000 Penalty: 5653.194824
	Iteration 26Q: 3 clusters Score -1.007974e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75872 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -10080147.000000 Penalty: 5653.194824
	Iteration 27Q: 3 clusters Score -1.008015e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -10080629.000000 Penalty: 5653.194824
	Iteration 28Q: 3 clusters Score -1.008063e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78090 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -10081068.000000 Penalty: 5653.194824
	Iteration 29Q: 3 clusters Score -1.008107e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -10081469.000000 Penalty: 5653.194824
	Iteration 30Q: 3 clusters Score -1.008147e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -10081894.000000 Penalty: 5653.194824
	Iteration 31Q: 3 clusters Score -1.008189e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80820 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -10082261.000000 Penalty: 5653.194824
	Iteration 32Q: 3 clusters Score -1.008226e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -10082621.000000 Penalty: 5653.194824
	Iteration 33Q: 3 clusters Score -1.008262e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82260 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -10082852.000000 Penalty: 5653.194824
	Iteration 34Q: 3 clusters Score -1.008285e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82817 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -10083062.000000 Penalty: 5653.194824
	Iteration 35Q: 3 clusters Score -1.008306e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83275 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -10083243.000000 Penalty: 5653.194824
	Iteration 36Q: 3 clusters Score -1.008324e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83666 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -10083395.000000 Penalty: 5653.194824
	Iteration 37Q: 3 clusters Score -1.00834e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84030 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -10083518.000000 Penalty: 5653.194824
	Iteration 38Q: 3 clusters Score -1.008352e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84366 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -10083630.000000 Penalty: 5653.194824
	Iteration 39Q: 3 clusters Score -1.008363e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -10083687.000000 Penalty: 5653.194824
	Iteration 40F: 3 clusters Score -1.008369e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84821 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -10083767.000000 Penalty: 5653.194824
	Iteration 41Q: 3 clusters Score -1.008377e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85019 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -10083828.000000 Penalty: 5653.194824
	Iteration 42Q: 3 clusters Score -1.008383e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85193 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -10083868.000000 Penalty: 5653.194824
	Iteration 43Q: 3 clusters Score -1.008387e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85348 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -10083938.000000 Penalty: 5653.194824
	Iteration 44Q: 3 clusters Score -1.008394e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85475 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -10083964.000000 Penalty: 5653.194824
	Iteration 45Q: 3 clusters Score -1.008396e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85572 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -10084000.000000 Penalty: 5653.194824
	Iteration 46Q: 3 clusters Score -1.0084e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85668 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -10084013.000000 Penalty: 5653.194824
	Iteration 47Q: 3 clusters Score -1.008401e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85769 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -10084018.000000 Penalty: 5653.194824
	Iteration 48Q: 3 clusters Score -1.008402e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85855 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -10084034.000000 Penalty: 5653.194824
	Iteration 49Q: 3 clusters Score -1.008403e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85930 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -10084067.000000 Penalty: 5653.194824
	Iteration 50Q: 3 clusters Score -1.008407e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86006 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -10084075.000000 Penalty: 5653.194824
	Iteration 51Q: 3 clusters Score -1.008408e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86075 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -10084085.000000 Penalty: 5653.194824
	Iteration 52Q: 3 clusters Score -1.008408e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -10084082.000000 Penalty: 5653.194824
	Iteration 53Q: 3 clusters Score -1.008408e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86207 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -10084081.000000 Penalty: 5653.194824
	Iteration 54Q: 3 clusters Score -1.008408e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -10084102.000000 Penalty: 5653.194824
	Iteration 55Q: 3 clusters Score -1.00841e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -10084111.000000 Penalty: 5653.194824
	Iteration 56Q: 3 clusters Score -1.008411e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86355 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -10084139.000000 Penalty: 5653.194824
	Iteration 57Q: 3 clusters Score -1.008414e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86401 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -10084161.000000 Penalty: 5653.194824
	Iteration 58Q: 3 clusters Score -1.008416e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86439 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -10084168.000000 Penalty: 5653.194824
	Iteration 59Q: 3 clusters Score -1.008417e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86478 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -10084172.000000 Penalty: 5653.194824
	Iteration 60F: 3 clusters Score -1.008417e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86512 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -10084166.000000 Penalty: 5653.194824
	Iteration 61Q: 3 clusters Score -1.008417e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -10084187.000000 Penalty: 5653.194824
	Iteration 62Q: 3 clusters Score -1.008419e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -10084197.000000 Penalty: 5653.194824
	Iteration 63Q: 3 clusters Score -1.00842e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86589 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -10084207.000000 Penalty: 5653.194824
	Iteration 64Q: 3 clusters Score -1.008421e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86614 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -10084208.000000 Penalty: 5653.194824
	Iteration 65Q: 3 clusters Score -1.008421e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86635 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -10084204.000000 Penalty: 5653.194824
	Iteration 66Q: 3 clusters Score -1.00842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86652 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -10084204.000000 Penalty: 5653.194824
	Iteration 67Q: 3 clusters Score -1.00842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86670 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -10084189.000000 Penalty: 5653.194824
	Iteration 68Q: 3 clusters Score -1.008419e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -10084204.000000 Penalty: 5653.194824
	Iteration 69Q: 3 clusters Score -1.00842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86701 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -10084208.000000 Penalty: 5653.194824
	Iteration 70Q: 3 clusters Score -1.008421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86711 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -10084217.000000 Penalty: 5653.194824
	Iteration 71Q: 3 clusters Score -1.008422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86719 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -10084215.000000 Penalty: 5653.194824
	Iteration 72Q: 3 clusters Score -1.008422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -10084216.000000 Penalty: 5653.194824
	Iteration 73Q: 3 clusters Score -1.008422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86736 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -10084215.000000 Penalty: 5653.194824
	Iteration 74Q: 3 clusters Score -1.008422e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86746 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -10084221.000000 Penalty: 5653.194824
	Iteration 75Q: 3 clusters Score -1.008422e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86755 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -10084235.000000 Penalty: 5653.194824
	Iteration 76Q: 3 clusters Score -1.008424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -10084221.000000 Penalty: 5653.194824
	Iteration 77Q: 3 clusters Score -1.008422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86773 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -10084224.000000 Penalty: 5653.194824
	Iteration 78Q: 3 clusters Score -1.008422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86778 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -10084227.000000 Penalty: 5653.194824
	Iteration 79Q: 3 clusters Score -1.008423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86780 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -10084236.000000 Penalty: 5653.194824
	Iteration 80F: 3 clusters Score -1.008424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Entering Unmasked Estep 
Score: -2855469.000000 Penalty: 2515.223877
	Iteration 0F: 2 clusters Score -2855469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2837937.250000 Penalty: 5030.447754
	Iteration 0F: 3 clusters Score -2837937 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2844124.500000 Penalty: 5030.447754
	Iteration 1F: 3 clusters Score -2844124 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -2844624.000000 Penalty: 5030.447754
	Iteration 2F: 3 clusters Score -2844624 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2845208.750000 Penalty: 5030.447754
	Iteration 3Q: 3 clusters Score -2845209 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2845886.250000 Penalty: 5030.447754
	Iteration 4Q: 3 clusters Score -2845886 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2846726.500000 Penalty: 5030.447754
	Iteration 5F: 3 clusters Score -2846726 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2847782.750000 Penalty: 5030.447754
	Iteration 6F: 3 clusters Score -2847783 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -2848929.250000 Penalty: 5030.447754
	Iteration 7F: 3 clusters Score -2848929 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2849999.500000 Penalty: 5030.447754
	Iteration 8F: 3 clusters Score -2850000 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2851023.250000 Penalty: 5030.447754
	Iteration 9Q: 3 clusters Score -2851023 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2851843.750000 Penalty: 5030.447754
	Iteration 10Q: 3 clusters Score -2851844 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2852386.250000 Penalty: 5030.447754
	Iteration 11Q: 3 clusters Score -2852386 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2852738.000000 Penalty: 5030.447754
	Iteration 12Q: 3 clusters Score -2852738 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2852922.000000 Penalty: 5030.447754
	Iteration 13Q: 3 clusters Score -2852922 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2853051.000000 Penalty: 5030.447754
	Iteration 14Q: 3 clusters Score -2853051 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2853126.250000 Penalty: 5030.447754
	Iteration 15Q: 3 clusters Score -2853126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2853172.000000 Penalty: 5030.447754
	Iteration 16Q: 3 clusters Score -2853172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2853209.000000 Penalty: 5030.447754
	Iteration 17Q: 3 clusters Score -2853209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2853228.500000 Penalty: 5030.447754
	Iteration 18Q: 3 clusters Score -2853228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2853238.750000 Penalty: 5030.447754
	Iteration 19Q: 3 clusters Score -2853239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2853246.750000 Penalty: 5030.447754
	Iteration 20F: 3 clusters Score -2853247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2853254.500000 Penalty: 5030.447754
	Iteration 21Q: 3 clusters Score -2853254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2853254.750000 Penalty: 5030.447754
	Iteration 22Q: 3 clusters Score -2853255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2853255.250000 Penalty: 5030.447754
	Iteration 23Q: 3 clusters Score -2853255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2853257.250000 Penalty: 5030.447754
	Iteration 24Q: 3 clusters Score -2853257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2853257.250000 Penalty: 5030.447754
	Iteration 25F: 3 clusters Score -2853257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Entering Unmasked Estep 
Score: -867253.062500 Penalty: 2225.485596
	Iteration 0F: 2 clusters Score -867253.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -860917.000000 Penalty: 4450.971191
	Iteration 0F: 3 clusters Score -860917 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -862657.562500 Penalty: 4450.971191
	Iteration 1F: 3 clusters Score -862657.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -862874.500000 Penalty: 4450.971191
	Iteration 2F: 3 clusters Score -862874.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -863052.437500 Penalty: 4450.971191
	Iteration 3Q: 3 clusters Score -863052.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -863190.687500 Penalty: 4450.971191
	Iteration 4Q: 3 clusters Score -863190.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -863328.250000 Penalty: 4450.971191
	Iteration 5Q: 3 clusters Score -863328.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -863484.625000 Penalty: 4450.971191
	Iteration 6Q: 3 clusters Score -863484.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -863686.437500 Penalty: 4450.971191
	Iteration 7Q: 3 clusters Score -863686.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -863904.000000 Penalty: 4450.971191
	Iteration 8Q: 3 clusters Score -863904 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -864159.437500 Penalty: 4450.971191
	Iteration 9Q: 3 clusters Score -864159.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -864422.000000 Penalty: 4450.971191
	Iteration 10Q: 3 clusters Score -864422 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -864695.000000 Penalty: 4450.971191
	Iteration 11Q: 3 clusters Score -864695 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -864915.000000 Penalty: 4450.971191
	Iteration 12Q: 3 clusters Score -864915 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -865072.625000 Penalty: 4450.971191
	Iteration 13Q: 3 clusters Score -865072.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -865166.437500 Penalty: 4450.971191
	Iteration 14Q: 3 clusters Score -865166.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -865226.437500 Penalty: 4450.971191
	Iteration 15Q: 3 clusters Score -865226.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -865276.625000 Penalty: 4450.971191
	Iteration 16Q: 3 clusters Score -865276.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -865300.875000 Penalty: 4450.971191
	Iteration 17Q: 3 clusters Score -865300.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -865316.687500 Penalty: 4450.971191
	Iteration 18Q: 3 clusters Score -865316.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -865321.125000 Penalty: 4450.971191
	Iteration 19Q: 3 clusters Score -865321.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -865328.500000 Penalty: 4450.971191
	Iteration 20F: 3 clusters Score -865328.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -865329.062500 Penalty: 4450.971191
	Iteration 21Q: 3 clusters Score -865329.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -865334.812500 Penalty: 4450.971191
	Iteration 22Q: 3 clusters Score -865334.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -865345.250000 Penalty: 4450.971191
	Iteration 23Q: 3 clusters Score -865345.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -865353.375000 Penalty: 4450.971191
	Iteration 24Q: 3 clusters Score -865353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -865353.937500 Penalty: 4450.971191
	Iteration 25Q: 3 clusters Score -865353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -865353.937500 Penalty: 4450.971191
	Iteration 26F: 3 clusters Score -865353.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -84956.773438 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -84956.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -83172.687500 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -83172.69 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -83555.570312 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -83555.57 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83782.187500 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -83782.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83930.804688 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -83930.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -84022.335938 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -84022.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84085.406250 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -84085.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -84124.804688 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -84124.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -84148.000000 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -84148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -84170.218750 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -84170.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -84195.460938 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -84195.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -84204.273438 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -84204.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -84207.187500 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -84207.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -84209.328125 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -84209.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -84209.328125 Penalty: 3369.559082
	Iteration 13F: 3 clusters Score -84209.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -284275.250000 Penalty: 1948.078857
	Iteration 0F: 2 clusters Score -284275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -281292.500000 Penalty: 3896.157715
	Iteration 0F: 3 clusters Score -281292.5 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -281845.406250 Penalty: 3896.157715
	Iteration 1F: 3 clusters Score -281845.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -281982.906250 Penalty: 3896.157715
	Iteration 2F: 3 clusters Score -281982.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -282055.312500 Penalty: 3896.157715
	Iteration 3Q: 3 clusters Score -282055.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -282088.250000 Penalty: 3896.157715
	Iteration 4Q: 3 clusters Score -282088.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -282109.781250 Penalty: 3896.157715
	Iteration 5Q: 3 clusters Score -282109.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -282130.937500 Penalty: 3896.157715
	Iteration 6Q: 3 clusters Score -282130.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -282144.468750 Penalty: 3896.157715
	Iteration 7Q: 3 clusters Score -282144.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -282157.031250 Penalty: 3896.157715
	Iteration 8Q: 3 clusters Score -282157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -282169.656250 Penalty: 3896.157715
	Iteration 9Q: 3 clusters Score -282169.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -282175.843750 Penalty: 3896.157715
	Iteration 10Q: 3 clusters Score -282175.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -282183.343750 Penalty: 3896.157715
	Iteration 11Q: 3 clusters Score -282183.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -282191.687500 Penalty: 3896.157715
	Iteration 12Q: 3 clusters Score -282191.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -282197.625000 Penalty: 3896.157715
	Iteration 13Q: 3 clusters Score -282197.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -282202.187500 Penalty: 3896.157715
	Iteration 14Q: 3 clusters Score -282202.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -282209.218750 Penalty: 3896.157715
	Iteration 15Q: 3 clusters Score -282209.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -282215.187500 Penalty: 3896.157715
	Iteration 16Q: 3 clusters Score -282215.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -282218.062500 Penalty: 3896.157715
	Iteration 17Q: 3 clusters Score -282218.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -282220.781250 Penalty: 3896.157715
	Iteration 18Q: 3 clusters Score -282220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -282222.687500 Penalty: 3896.157715
	Iteration 19Q: 3 clusters Score -282222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -282222.718750 Penalty: 3896.157715
	Iteration 20F: 3 clusters Score -282222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -282223.406250 Penalty: 3896.157715
	Iteration 21Q: 3 clusters Score -282223.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -282224.812500 Penalty: 3896.157715
	Iteration 22Q: 3 clusters Score -282224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -282226.000000 Penalty: 3896.157715
	Iteration 23Q: 3 clusters Score -282226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -282228.218750 Penalty: 3896.157715
	Iteration 24Q: 3 clusters Score -282228.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -282229.968750 Penalty: 3896.157715
	Iteration 25Q: 3 clusters Score -282230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -282232.093750 Penalty: 3896.157715
	Iteration 26Q: 3 clusters Score -282232.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -282234.593750 Penalty: 3896.157715
	Iteration 27Q: 3 clusters Score -282234.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -282237.656250 Penalty: 3896.157715
	Iteration 28Q: 3 clusters Score -282237.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -282239.906250 Penalty: 3896.157715
	Iteration 29Q: 3 clusters Score -282239.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -282243.156250 Penalty: 3896.157715
	Iteration 30Q: 3 clusters Score -282243.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -282245.750000 Penalty: 3896.157715
	Iteration 31Q: 3 clusters Score -282245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -282248.156250 Penalty: 3896.157715
	Iteration 32Q: 3 clusters Score -282248.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -282253.750000 Penalty: 3896.157715
	Iteration 33Q: 3 clusters Score -282253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -282257.906250 Penalty: 3896.157715
	Iteration 34Q: 3 clusters Score -282257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -282260.562500 Penalty: 3896.157715
	Iteration 35Q: 3 clusters Score -282260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -282260.656250 Penalty: 3896.157715
	Iteration 36Q: 3 clusters Score -282260.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -282261.375000 Penalty: 3896.157715
	Iteration 37Q: 3 clusters Score -282261.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -282262.250000 Penalty: 3896.157715
	Iteration 38Q: 3 clusters Score -282262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -282262.250000 Penalty: 3896.157715
	Iteration 39F: 3 clusters Score -282262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Entering Unmasked Estep 
Score: -1008123.750000 Penalty: 2256.985840
	Iteration 0F: 2 clusters Score -1008124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1001077.000000 Penalty: 4513.971680
	Iteration 0F: 3 clusters Score -1001077 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1003099.250000 Penalty: 4513.971680
	Iteration 1F: 3 clusters Score -1003099 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1003427.750000 Penalty: 4513.971680
	Iteration 2F: 3 clusters Score -1003428 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1003708.500000 Penalty: 4513.971680
	Iteration 3F: 3 clusters Score -1003708 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1003976.125000 Penalty: 4513.971680
	Iteration 4Q: 3 clusters Score -1003976 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1004246.562500 Penalty: 4513.971680
	Iteration 5Q: 3 clusters Score -1004247 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1004571.125000 Penalty: 4513.971680
	Iteration 6Q: 3 clusters Score -1004571 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1004914.250000 Penalty: 4513.971680
	Iteration 7Q: 3 clusters Score -1004914 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1005313.625000 Penalty: 4513.971680
	Iteration 8F: 3 clusters Score -1005314 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1005726.625000 Penalty: 4513.971680
	Iteration 9F: 3 clusters Score -1005727 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1006040.625000 Penalty: 4513.971680
	Iteration 10Q: 3 clusters Score -1006041 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1006266.625000 Penalty: 4513.971680
	Iteration 11Q: 3 clusters Score -1006267 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1006401.937500 Penalty: 4513.971680
	Iteration 12Q: 3 clusters Score -1006402 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1006491.437500 Penalty: 4513.971680
	Iteration 13Q: 3 clusters Score -1006491 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1006552.375000 Penalty: 4513.971680
	Iteration 14Q: 3 clusters Score -1006552 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1006595.125000 Penalty: 4513.971680
	Iteration 15Q: 3 clusters Score -1006595 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1006620.500000 Penalty: 4513.971680
	Iteration 16Q: 3 clusters Score -1006620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1006642.375000 Penalty: 4513.971680
	Iteration 17Q: 3 clusters Score -1006642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1006659.687500 Penalty: 4513.971680
	Iteration 18Q: 3 clusters Score -1006660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1006670.625000 Penalty: 4513.971680
	Iteration 19Q: 3 clusters Score -1006671 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1006675.375000 Penalty: 4513.971680
	Iteration 20F: 3 clusters Score -1006675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1006679.312500 Penalty: 4513.971680
	Iteration 21Q: 3 clusters Score -1006679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1006684.750000 Penalty: 4513.971680
	Iteration 22Q: 3 clusters Score -1006685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1006687.375000 Penalty: 4513.971680
	Iteration 23Q: 3 clusters Score -1006687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1006689.125000 Penalty: 4513.971680
	Iteration 24Q: 3 clusters Score -1006689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1006691.562500 Penalty: 4513.971680
	Iteration 25Q: 3 clusters Score -1006692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1006692.187500 Penalty: 4513.971680
	Iteration 26Q: 3 clusters Score -1006692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1006691.625000 Penalty: 4513.971680
	Iteration 27Q: 3 clusters Score -1006692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1006693.562500 Penalty: 4513.971680
	Iteration 28Q: 3 clusters Score -1006694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1006693.250000 Penalty: 4513.971680
	Iteration 29Q: 3 clusters Score -1006693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1006692.625000 Penalty: 4513.971680
	Iteration 30Q: 3 clusters Score -1006693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1006692.625000 Penalty: 4513.971680
	Iteration 31F: 3 clusters Score -1006693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Entering Unmasked Estep 
Score: -696308.125000 Penalty: 2206.218262
	Iteration 0F: 2 clusters Score -696308.1 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 3665 members 
Entering Unmasked Estep 
Score: -690368.062500 Penalty: 4412.436523
	Iteration 0F: 3 clusters Score -690368.1 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -692121.375000 Penalty: 4412.436523
	Iteration 1F: 3 clusters Score -692121.4 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -692753.937500 Penalty: 4412.436523
	Iteration 2F: 3 clusters Score -692753.9 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -693590.125000 Penalty: 4412.436523
	Iteration 3F: 3 clusters Score -693590.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -694562.125000 Penalty: 4412.436523
	Iteration 4F: 3 clusters Score -694562.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -695320.625000 Penalty: 4412.436523
	Iteration 5F: 3 clusters Score -695320.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -695745.812500 Penalty: 4412.436523
	Iteration 6F: 3 clusters Score -695745.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -695962.500000 Penalty: 4412.436523
	Iteration 7Q: 3 clusters Score -695962.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -696079.187500 Penalty: 4412.436523
	Iteration 8Q: 3 clusters Score -696079.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -696145.812500 Penalty: 4412.436523
	Iteration 9Q: 3 clusters Score -696145.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -696200.250000 Penalty: 4412.436523
	Iteration 10Q: 3 clusters Score -696200.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -696257.375000 Penalty: 4412.436523
	Iteration 11Q: 3 clusters Score -696257.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -696315.437500 Penalty: 4412.436523
	Iteration 12Q: 3 clusters Score -696315.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -696396.937500 Penalty: 4412.436523
	Iteration 13Q: 3 clusters Score -696396.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -696492.000000 Penalty: 4412.436523
	Iteration 14Q: 3 clusters Score -696492 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -696618.312500 Penalty: 4412.436523
	Iteration 15Q: 3 clusters Score -696618.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -696806.187500 Penalty: 4412.436523
	Iteration 16Q: 3 clusters Score -696806.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -697007.437500 Penalty: 4412.436523
	Iteration 17Q: 3 clusters Score -697007.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -697161.562500 Penalty: 4412.436523
	Iteration 18Q: 3 clusters Score -697161.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -697264.750000 Penalty: 4412.436523
	Iteration 19Q: 3 clusters Score -697264.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -697336.437500 Penalty: 4412.436523
	Iteration 20F: 3 clusters Score -697336.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -697383.625000 Penalty: 4412.436523
	Iteration 21Q: 3 clusters Score -697383.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -697410.812500 Penalty: 4412.436523
	Iteration 22Q: 3 clusters Score -697410.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -697418.125000 Penalty: 4412.436523
	Iteration 23Q: 3 clusters Score -697418.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -697422.125000 Penalty: 4412.436523
	Iteration 24Q: 3 clusters Score -697422.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -697425.375000 Penalty: 4412.436523
	Iteration 25Q: 3 clusters Score -697425.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -697428.500000 Penalty: 4412.436523
	Iteration 26Q: 3 clusters Score -697428.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -697430.750000 Penalty: 4412.436523
	Iteration 27Q: 3 clusters Score -697430.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -697431.625000 Penalty: 4412.436523
	Iteration 28Q: 3 clusters Score -697431.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -697434.875000 Penalty: 4412.436523
	Iteration 29Q: 3 clusters Score -697434.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -697435.500000 Penalty: 4412.436523
	Iteration 30Q: 3 clusters Score -697435.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -697436.437500 Penalty: 4412.436523
	Iteration 31Q: 3 clusters Score -697436.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -697435.562500 Penalty: 4412.436523
	Iteration 32Q: 3 clusters Score -697435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -697435.562500 Penalty: 4412.436523
	Iteration 33F: 3 clusters Score -697435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172629 members 
Mstep: Class 2 contains 115026 members 
Mstep: Class 3 contains 50613 members 
Mstep: Class 4 contains 46058 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 60874 members 
Mstep: Class 7 contains 33922 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 198563 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 14729 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28836 members 
Mstep: Class 16 contains 89105 members 
Mstep: Class 17 contains 25388 members 
Mstep: Class 18 contains 7893 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 8962 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 21350 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 4780 members 
Entering Unmasked Estep 
Score: -98117944.000000 Penalty: 88410.296875
Splitting cluster 22 changes total score from -98118032.000000 to -98117944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (21350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Entering Unmasked Estep 
Score: -2418630.250000 Penalty: 2472.264160
	Iteration 0F: 2 clusters Score -2418630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2403516.250000 Penalty: 4944.528320
	Iteration 0F: 3 clusters Score -2403516 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2408640.500000 Penalty: 4944.528320
	Iteration 1F: 3 clusters Score -2408640 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -2409015.000000 Penalty: 4944.528320
	Iteration 2F: 3 clusters Score -2409015 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2409325.000000 Penalty: 4944.528320
	Iteration 3Q: 3 clusters Score -2409325 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2409717.250000 Penalty: 4944.528320
	Iteration 4Q: 3 clusters Score -2409717 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2410217.750000 Penalty: 4944.528320
	Iteration 5Q: 3 clusters Score -2410218 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2410912.500000 Penalty: 4944.528320
	Iteration 6F: 3 clusters Score -2410912 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2411795.000000 Penalty: 4944.528320
	Iteration 7F: 3 clusters Score -2411795 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2412950.500000 Penalty: 4944.528320
	Iteration 8F: 3 clusters Score -2412950 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2414227.750000 Penalty: 4944.528320
	Iteration 9F: 3 clusters Score -2414228 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -2415244.000000 Penalty: 4944.528320
	Iteration 10Q: 3 clusters Score -2415244 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2415845.250000 Penalty: 4944.528320
	Iteration 11Q: 3 clusters Score -2415845 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2416108.250000 Penalty: 4944.528320
	Iteration 12Q: 3 clusters Score -2416108 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2416239.000000 Penalty: 4944.528320
	Iteration 13Q: 3 clusters Score -2416239 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2416320.250000 Penalty: 4944.528320
	Iteration 14Q: 3 clusters Score -2416320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2416379.250000 Penalty: 4944.528320
	Iteration 15Q: 3 clusters Score -2416379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2416419.250000 Penalty: 4944.528320
	Iteration 16Q: 3 clusters Score -2416419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2416440.750000 Penalty: 4944.528320
	Iteration 17Q: 3 clusters Score -2416441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2416456.750000 Penalty: 4944.528320
	Iteration 18Q: 3 clusters Score -2416457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2416462.500000 Penalty: 4944.528320
	Iteration 19Q: 3 clusters Score -2416462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2416467.250000 Penalty: 4944.528320
	Iteration 20F: 3 clusters Score -2416467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2416471.000000 Penalty: 4944.528320
	Iteration 21Q: 3 clusters Score -2416471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2416472.500000 Penalty: 4944.528320
	Iteration 22Q: 3 clusters Score -2416472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2416476.750000 Penalty: 4944.528320
	Iteration 23Q: 3 clusters Score -2416477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2416479.000000 Penalty: 4944.528320
	Iteration 24Q: 3 clusters Score -2416479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2416476.750000 Penalty: 4944.528320
	Iteration 25Q: 3 clusters Score -2416477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2416478.750000 Penalty: 4944.528320
	Iteration 26Q: 3 clusters Score -2416479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2416483.250000 Penalty: 4944.528320
	Iteration 27Q: 3 clusters Score -2416483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2416488.000000 Penalty: 4944.528320
	Iteration 28Q: 3 clusters Score -2416488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2416494.250000 Penalty: 4944.528320
	Iteration 29Q: 3 clusters Score -2416494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2416494.750000 Penalty: 4944.528320
	Iteration 30Q: 3 clusters Score -2416495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2416497.250000 Penalty: 4944.528320
	Iteration 31Q: 3 clusters Score -2416497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2416502.000000 Penalty: 4944.528320
	Iteration 32Q: 3 clusters Score -2416502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2416503.250000 Penalty: 4944.528320
	Iteration 33Q: 3 clusters Score -2416503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2416503.250000 Penalty: 4944.528320
	Iteration 34F: 3 clusters Score -2416503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -35481.464844 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -35481.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -34059.652344 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -34059.65 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34279.449219 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -34279.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34397.820312 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -34397.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34540.472656 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -34540.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34662.707031 Penalty: 2997.145996
	Iteration 4F: 3 clusters Score -34662.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34807.386719 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -34807.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34942.011719 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -34942.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35087.257812 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -35087.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35256.531250 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -35256.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35327.500000 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -35327.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35501.566406 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -35501.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35583.031250 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -35583.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35602.019531 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -35602.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35609.921875 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -35609.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35616.996094 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -35617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35620.882812 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -35620.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35620.882812 Penalty: 2997.145996
	Iteration 16F: 3 clusters Score -35620.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172629 members 
Mstep: Class 2 contains 115026 members 
Mstep: Class 3 contains 50613 members 
Mstep: Class 4 contains 46058 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 60874 members 
Mstep: Class 7 contains 33922 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 198563 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 14729 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28836 members 
Mstep: Class 16 contains 89105 members 
Mstep: Class 17 contains 25388 members 
Mstep: Class 18 contains 7893 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 8962 members 
Mstep: Class 22 contains 7303 members 
Mstep: Class 23 contains 21350 members 
Mstep: Class 24 contains 193 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 228 members 
Entering Unmasked Estep 
Score: -98116272.000000 Penalty: 88410.296875
Splitting cluster 24 changes total score from -98118032.000000 to -98116272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -114979.546875 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -114979.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -112933.390625 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -112933.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -113303.875000 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -113303.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -113423.929688 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -113423.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -113474.851562 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -113474.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113497.460938 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -113497.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -113510.601562 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -113510.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113516.898438 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -113516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -113525.648438 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -113525.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113535.476562 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -113535.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -113545.929688 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -113545.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -113567.898438 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -113567.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -113592.734375 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -113592.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -113631.109375 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -113631.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -113662.312500 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -113662.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -113698.617188 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -113698.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -113767.351562 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -113767.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -113862.789062 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -113862.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -113970.640625 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -113970.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -114071.117188 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -114071.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -114164.687500 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -114164.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -114281.437500 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -114281.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -114432.750000 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -114432.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -114602.593750 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -114602.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -114719.273438 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -114719.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -114774.593750 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -114774.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -114827.414062 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -114827.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -114858.648438 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -114858.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -114878.898438 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -114878.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -114886.546875 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -114886.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -114896.101562 Penalty: 3506.657715
	Iteration 29Q: 3 clusters Score -114896.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -114912.007812 Penalty: 3506.657715
	Iteration 30Q: 3 clusters Score -114912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -114922.976562 Penalty: 3506.657715
	Iteration 31Q: 3 clusters Score -114923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -114926.109375 Penalty: 3506.657715
	Iteration 32Q: 3 clusters Score -114926.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -114932.906250 Penalty: 3506.657715
	Iteration 33Q: 3 clusters Score -114932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -114939.617188 Penalty: 3506.657715
	Iteration 34Q: 3 clusters Score -114939.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -114949.000000 Penalty: 3506.657715
	Iteration 35Q: 3 clusters Score -114949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -114955.234375 Penalty: 3506.657715
	Iteration 36Q: 3 clusters Score -114955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -114955.882812 Penalty: 3506.657715
	Iteration 37Q: 3 clusters Score -114955.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -114955.882812 Penalty: 3506.657715
	Iteration 38F: 3 clusters Score -114955.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172629 members 
Mstep: Class 2 contains 115026 members 
Mstep: Class 3 contains 50613 members 
Mstep: Class 4 contains 46058 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 60874 members 
Mstep: Class 7 contains 33922 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 198563 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 14729 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28836 members 
Mstep: Class 16 contains 89105 members 
Mstep: Class 17 contains 25388 members 
Mstep: Class 18 contains 7893 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 8962 members 
Mstep: Class 22 contains 7303 members 
Mstep: Class 23 contains 21350 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118056.000000 Penalty: 85009.898438
Iteration 159Q: 26 clusters Score -9.811806e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172614 members 
Mstep: Class 2 contains 115042 members 
Mstep: Class 3 contains 50610 members 
Mstep: Class 4 contains 46112 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 60960 members 
Mstep: Class 7 contains 33929 members 
Mstep: Class 8 contains 5056 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 198299 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2094 members 
Mstep: Class 13 contains 14744 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28843 members 
Mstep: Class 16 contains 89159 members 
Mstep: Class 17 contains 25399 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8965 members 
Mstep: Class 22 contains 7303 members 
Mstep: Class 23 contains 21376 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118080.000000 Penalty: 85009.898438
Iteration 160F: 26 clusters Score -9.811808e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172604 members 
Mstep: Class 2 contains 115046 members 
Mstep: Class 3 contains 50604 members 
Mstep: Class 4 contains 46163 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 61046 members 
Mstep: Class 7 contains 33945 members 
Mstep: Class 8 contains 5056 members 
Mstep: Class 9 contains 4385 members 
Mstep: Class 10 contains 198060 members 
Mstep: Class 11 contains 1015 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 14757 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28848 members 
Mstep: Class 16 contains 89218 members 
Mstep: Class 17 contains 25398 members 
Mstep: Class 18 contains 7891 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8965 members 
Mstep: Class 22 contains 7303 members 
Mstep: Class 23 contains 21397 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118128.000000 Penalty: 85009.898438
Iteration 161Q: 26 clusters Score -9.811813e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172595 members 
Mstep: Class 2 contains 115054 members 
Mstep: Class 3 contains 50593 members 
Mstep: Class 4 contains 46212 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 61122 members 
Mstep: Class 7 contains 33956 members 
Mstep: Class 8 contains 5057 members 
Mstep: Class 9 contains 4387 members 
Mstep: Class 10 contains 197834 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 14765 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28854 members 
Mstep: Class 16 contains 89281 members 
Mstep: Class 17 contains 25403 members 
Mstep: Class 18 contains 7891 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8965 members 
Mstep: Class 22 contains 7303 members 
Mstep: Class 23 contains 21417 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98117824.000000 Penalty: 85009.898438
Iteration 162Q: 26 clusters Score -9.811782e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172627 members 
Mstep: Class 2 contains 115075 members 
Mstep: Class 3 contains 50590 members 
Mstep: Class 4 contains 46256 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 61208 members 
Mstep: Class 7 contains 33976 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 4387 members 
Mstep: Class 10 contains 197536 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 14769 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28848 members 
Mstep: Class 16 contains 89350 members 
Mstep: Class 17 contains 25412 members 
Mstep: Class 18 contains 7891 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8963 members 
Mstep: Class 22 contains 7305 members 
Mstep: Class 23 contains 21440 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98117880.000000 Penalty: 85009.898438
Iteration 163Q: 26 clusters Score -9.811788e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172616 members 
Mstep: Class 2 contains 115091 members 
Mstep: Class 3 contains 50594 members 
Mstep: Class 4 contains 46322 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 61292 members 
Mstep: Class 7 contains 33990 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 4388 members 
Mstep: Class 10 contains 197276 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 14765 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28844 members 
Mstep: Class 16 contains 89406 members 
Mstep: Class 17 contains 25421 members 
Mstep: Class 18 contains 7892 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8967 members 
Mstep: Class 22 contains 7307 members 
Mstep: Class 23 contains 21462 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118072.000000 Penalty: 85009.898438
Iteration 164Q: 26 clusters Score -9.811807e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172599 members 
Mstep: Class 2 contains 115108 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 46381 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 61391 members 
Mstep: Class 7 contains 34008 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 4389 members 
Mstep: Class 10 contains 197019 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2096 members 
Mstep: Class 13 contains 14773 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28844 members 
Mstep: Class 16 contains 89456 members 
Mstep: Class 17 contains 25426 members 
Mstep: Class 18 contains 7895 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8969 members 
Mstep: Class 22 contains 7307 members 
Mstep: Class 23 contains 21472 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118104.000000 Penalty: 85009.898438
Iteration 165Q: 26 clusters Score -9.81181e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172524 members 
Mstep: Class 2 contains 115121 members 
Mstep: Class 3 contains 50596 members 
Mstep: Class 4 contains 46421 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 61478 members 
Mstep: Class 7 contains 34024 members 
Mstep: Class 8 contains 5056 members 
Mstep: Class 9 contains 4394 members 
Mstep: Class 10 contains 196812 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2098 members 
Mstep: Class 13 contains 14788 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28851 members 
Mstep: Class 16 contains 89510 members 
Mstep: Class 17 contains 25435 members 
Mstep: Class 18 contains 7895 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 7309 members 
Mstep: Class 23 contains 21496 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118256.000000 Penalty: 85009.898438
Iteration 166Q: 26 clusters Score -9.811826e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172448 members 
Mstep: Class 2 contains 115135 members 
Mstep: Class 3 contains 50604 members 
Mstep: Class 4 contains 46470 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 61583 members 
Mstep: Class 7 contains 34046 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 4396 members 
Mstep: Class 10 contains 196604 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2098 members 
Mstep: Class 13 contains 14799 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28850 members 
Mstep: Class 16 contains 89561 members 
Mstep: Class 17 contains 25444 members 
Mstep: Class 18 contains 7896 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 7310 members 
Mstep: Class 23 contains 21507 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118280.000000 Penalty: 85009.898438
Iteration 167Q: 26 clusters Score -9.811828e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172402 members 
Mstep: Class 2 contains 115141 members 
Mstep: Class 3 contains 50589 members 
Mstep: Class 4 contains 46506 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 61685 members 
Mstep: Class 7 contains 34071 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 4397 members 
Mstep: Class 10 contains 196424 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2099 members 
Mstep: Class 13 contains 14811 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28849 members 
Mstep: Class 16 contains 89603 members 
Mstep: Class 17 contains 25446 members 
Mstep: Class 18 contains 7895 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 7310 members 
Mstep: Class 23 contains 21522 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118192.000000 Penalty: 85009.898438
Iteration 168Q: 26 clusters Score -9.811819e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172314 members 
Mstep: Class 2 contains 115161 members 
Mstep: Class 3 contains 50579 members 
Mstep: Class 4 contains 46565 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 61763 members 
Mstep: Class 7 contains 34103 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 4397 members 
Mstep: Class 10 contains 196259 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2099 members 
Mstep: Class 13 contains 14814 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28855 members 
Mstep: Class 16 contains 89654 members 
Mstep: Class 17 contains 25443 members 
Mstep: Class 18 contains 7894 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 7310 members 
Mstep: Class 23 contains 21538 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118304.000000 Penalty: 85009.898438
Iteration 169Q: 26 clusters Score -9.81183e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172239 members 
Mstep: Class 2 contains 115192 members 
Mstep: Class 3 contains 50584 members 
Mstep: Class 4 contains 46617 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 61846 members 
Mstep: Class 7 contains 34122 members 
Mstep: Class 8 contains 5055 members 
Mstep: Class 9 contains 4396 members 
Mstep: Class 10 contains 196055 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2098 members 
Mstep: Class 13 contains 14824 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28855 members 
Mstep: Class 16 contains 89722 members 
Mstep: Class 17 contains 25445 members 
Mstep: Class 18 contains 7895 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 7310 members 
Mstep: Class 23 contains 21547 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118152.000000 Penalty: 85009.898438
Iteration 170Q: 26 clusters Score -9.811815e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172173 members 
Mstep: Class 2 contains 115214 members 
Mstep: Class 3 contains 50583 members 
Mstep: Class 4 contains 46664 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 61917 members 
Mstep: Class 7 contains 34145 members 
Mstep: Class 8 contains 5056 members 
Mstep: Class 9 contains 4397 members 
Mstep: Class 10 contains 195874 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2098 members 
Mstep: Class 13 contains 14834 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28865 members 
Mstep: Class 16 contains 89768 members 
Mstep: Class 17 contains 25446 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7310 members 
Mstep: Class 23 contains 21554 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118128.000000 Penalty: 85009.898438
Iteration 171Q: 26 clusters Score -9.811813e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172118 members 
Mstep: Class 2 contains 115241 members 
Mstep: Class 3 contains 50584 members 
Mstep: Class 4 contains 46727 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 61985 members 
Mstep: Class 7 contains 34164 members 
Mstep: Class 8 contains 5058 members 
Mstep: Class 9 contains 4397 members 
Mstep: Class 10 contains 195702 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2099 members 
Mstep: Class 13 contains 14845 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28863 members 
Mstep: Class 16 contains 89795 members 
Mstep: Class 17 contains 25445 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 8986 members 
Mstep: Class 22 contains 7310 members 
Mstep: Class 23 contains 21560 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118136.000000 Penalty: 85009.898438
Iteration 172Q: 26 clusters Score -9.811814e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172086 members 
Mstep: Class 2 contains 115280 members 
Mstep: Class 3 contains 50574 members 
Mstep: Class 4 contains 46784 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62063 members 
Mstep: Class 7 contains 34177 members 
Mstep: Class 8 contains 5056 members 
Mstep: Class 9 contains 4399 members 
Mstep: Class 10 contains 195500 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2099 members 
Mstep: Class 13 contains 14861 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28863 members 
Mstep: Class 16 contains 89822 members 
Mstep: Class 17 contains 25448 members 
Mstep: Class 18 contains 7903 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 8986 members 
Mstep: Class 22 contains 7310 members 
Mstep: Class 23 contains 21570 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118104.000000 Penalty: 85009.898438
Iteration 173Q: 26 clusters Score -9.81181e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172051 members 
Mstep: Class 2 contains 115299 members 
Mstep: Class 3 contains 50565 members 
Mstep: Class 4 contains 46841 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62130 members 
Mstep: Class 7 contains 34197 members 
Mstep: Class 8 contains 5057 members 
Mstep: Class 9 contains 4400 members 
Mstep: Class 10 contains 195321 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2098 members 
Mstep: Class 13 contains 14872 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28862 members 
Mstep: Class 16 contains 89855 members 
Mstep: Class 17 contains 25450 members 
Mstep: Class 18 contains 7903 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7310 members 
Mstep: Class 23 contains 21584 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118064.000000 Penalty: 85009.898438
Iteration 174Q: 26 clusters Score -9.811806e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 172022 members 
Mstep: Class 2 contains 115304 members 
Mstep: Class 3 contains 50554 members 
Mstep: Class 4 contains 46904 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62218 members 
Mstep: Class 7 contains 34212 members 
Mstep: Class 8 contains 5059 members 
Mstep: Class 9 contains 4400 members 
Mstep: Class 10 contains 195126 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2099 members 
Mstep: Class 13 contains 14878 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28860 members 
Mstep: Class 16 contains 89906 members 
Mstep: Class 17 contains 25451 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 8987 members 
Mstep: Class 22 contains 7310 members 
Mstep: Class 23 contains 21588 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118120.000000 Penalty: 85009.898438
Iteration 175Q: 26 clusters Score -9.811812e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171990 members 
Mstep: Class 2 contains 115320 members 
Mstep: Class 3 contains 50538 members 
Mstep: Class 4 contains 46953 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62294 members 
Mstep: Class 7 contains 34218 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 4401 members 
Mstep: Class 10 contains 194962 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2097 members 
Mstep: Class 13 contains 14887 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28865 members 
Mstep: Class 16 contains 89948 members 
Mstep: Class 17 contains 25453 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 7311 members 
Mstep: Class 23 contains 21589 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118280.000000 Penalty: 85009.898438
Iteration 176Q: 26 clusters Score -9.811828e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171917 members 
Mstep: Class 2 contains 115337 members 
Mstep: Class 3 contains 50530 members 
Mstep: Class 4 contains 46991 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62366 members 
Mstep: Class 7 contains 34224 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 194849 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2096 members 
Mstep: Class 13 contains 14892 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28866 members 
Mstep: Class 16 contains 89990 members 
Mstep: Class 17 contains 25456 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 8992 members 
Mstep: Class 22 contains 7312 members 
Mstep: Class 23 contains 21593 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118352.000000 Penalty: 85009.898438
Iteration 177Q: 26 clusters Score -9.811835e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171858 members 
Mstep: Class 2 contains 115361 members 
Mstep: Class 3 contains 50519 members 
Mstep: Class 4 contains 47043 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62429 members 
Mstep: Class 7 contains 34236 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 194719 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2096 members 
Mstep: Class 13 contains 14904 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28869 members 
Mstep: Class 16 contains 90011 members 
Mstep: Class 17 contains 25457 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 8992 members 
Mstep: Class 22 contains 7312 members 
Mstep: Class 23 contains 21605 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118176.000000 Penalty: 85009.898438
Iteration 178Q: 26 clusters Score -9.811818e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171806 members 
Mstep: Class 2 contains 115393 members 
Mstep: Class 3 contains 50510 members 
Mstep: Class 4 contains 47082 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62490 members 
Mstep: Class 7 contains 34247 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 194602 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2096 members 
Mstep: Class 13 contains 14907 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28870 members 
Mstep: Class 16 contains 90032 members 
Mstep: Class 17 contains 25459 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 7312 members 
Mstep: Class 23 contains 21611 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118160.000000 Penalty: 85009.898438
Iteration 179Q: 26 clusters Score -9.811816e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171764 members 
Mstep: Class 2 contains 115417 members 
Mstep: Class 3 contains 50501 members 
Mstep: Class 4 contains 47132 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62536 members 
Mstep: Class 7 contains 34253 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 194472 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2096 members 
Mstep: Class 13 contains 14913 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28875 members 
Mstep: Class 16 contains 90057 members 
Mstep: Class 17 contains 25465 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 7312 members 
Mstep: Class 23 contains 21623 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118248.000000 Penalty: 85009.898438
Iteration 180F: 26 clusters Score -9.811825e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171758 members 
Mstep: Class 2 contains 115423 members 
Mstep: Class 3 contains 50492 members 
Mstep: Class 4 contains 47160 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62598 members 
Mstep: Class 7 contains 34260 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 194338 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2096 members 
Mstep: Class 13 contains 14913 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 90085 members 
Mstep: Class 17 contains 25465 members 
Mstep: Class 18 contains 7903 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 7312 members 
Mstep: Class 23 contains 21635 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118232.000000 Penalty: 85009.898438
Iteration 181Q: 26 clusters Score -9.811823e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171716 members 
Mstep: Class 2 contains 115440 members 
Mstep: Class 3 contains 50487 members 
Mstep: Class 4 contains 47199 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62647 members 
Mstep: Class 7 contains 34269 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 194240 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2096 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 90106 members 
Mstep: Class 17 contains 25466 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 7312 members 
Mstep: Class 23 contains 21639 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118192.000000 Penalty: 85009.898438
Iteration 182Q: 26 clusters Score -9.811819e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171676 members 
Mstep: Class 2 contains 115449 members 
Mstep: Class 3 contains 50481 members 
Mstep: Class 4 contains 47234 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62703 members 
Mstep: Class 7 contains 34279 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 194144 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2096 members 
Mstep: Class 13 contains 14926 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 90124 members 
Mstep: Class 17 contains 25463 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 7312 members 
Mstep: Class 23 contains 21647 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118272.000000 Penalty: 85009.898438
Iteration 183Q: 26 clusters Score -9.811827e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171655 members 
Mstep: Class 2 contains 115462 members 
Mstep: Class 3 contains 50471 members 
Mstep: Class 4 contains 47271 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62759 members 
Mstep: Class 7 contains 34281 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 194033 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 14929 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 90141 members 
Mstep: Class 17 contains 25467 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 7312 members 
Mstep: Class 23 contains 21653 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118368.000000 Penalty: 85009.898438
Iteration 184Q: 26 clusters Score -9.811837e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171599 members 
Mstep: Class 2 contains 115481 members 
Mstep: Class 3 contains 50464 members 
Mstep: Class 4 contains 47310 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62817 members 
Mstep: Class 7 contains 34287 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 193944 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 14934 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28886 members 
Mstep: Class 16 contains 90158 members 
Mstep: Class 17 contains 25470 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 7312 members 
Mstep: Class 23 contains 21657 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118168.000000 Penalty: 85009.898438
Iteration 185Q: 26 clusters Score -9.811817e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171546 members 
Mstep: Class 2 contains 115490 members 
Mstep: Class 3 contains 50462 members 
Mstep: Class 4 contains 47348 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62875 members 
Mstep: Class 7 contains 34293 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 193858 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 14936 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 90181 members 
Mstep: Class 17 contains 25468 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 7312 members 
Mstep: Class 23 contains 21662 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118176.000000 Penalty: 85009.898438
Iteration 186Q: 26 clusters Score -9.811818e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171489 members 
Mstep: Class 2 contains 115518 members 
Mstep: Class 3 contains 50453 members 
Mstep: Class 4 contains 47384 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62924 members 
Mstep: Class 7 contains 34299 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 193760 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 14939 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 90215 members 
Mstep: Class 17 contains 25468 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 8992 members 
Mstep: Class 22 contains 7312 members 
Mstep: Class 23 contains 21668 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118088.000000 Penalty: 85009.898438
Iteration 187Q: 26 clusters Score -9.811809e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171438 members 
Mstep: Class 2 contains 115537 members 
Mstep: Class 3 contains 50443 members 
Mstep: Class 4 contains 47417 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 62968 members 
Mstep: Class 7 contains 34312 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 193672 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 90246 members 
Mstep: Class 17 contains 25471 members 
Mstep: Class 18 contains 7903 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 8992 members 
Mstep: Class 22 contains 7314 members 
Mstep: Class 23 contains 21675 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98117960.000000 Penalty: 85009.898438
Iteration 188Q: 26 clusters Score -9.811796e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171394 members 
Mstep: Class 2 contains 115553 members 
Mstep: Class 3 contains 50434 members 
Mstep: Class 4 contains 47449 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 63016 members 
Mstep: Class 7 contains 34330 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 193570 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 14945 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28883 members 
Mstep: Class 16 contains 90272 members 
Mstep: Class 17 contains 25474 members 
Mstep: Class 18 contains 7903 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 7315 members 
Mstep: Class 23 contains 21685 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98117976.000000 Penalty: 85009.898438
Iteration 189Q: 26 clusters Score -9.811798e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171357 members 
Mstep: Class 2 contains 115562 members 
Mstep: Class 3 contains 50419 members 
Mstep: Class 4 contains 47486 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 63069 members 
Mstep: Class 7 contains 34349 members 
Mstep: Class 8 contains 5061 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 193480 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 14949 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28880 members 
Mstep: Class 16 contains 90284 members 
Mstep: Class 17 contains 25476 members 
Mstep: Class 18 contains 7903 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 21693 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98117992.000000 Penalty: 85009.898438
Iteration 190Q: 26 clusters Score -9.811799e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171322 members 
Mstep: Class 2 contains 115566 members 
Mstep: Class 3 contains 50413 members 
Mstep: Class 4 contains 47512 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 63114 members 
Mstep: Class 7 contains 34363 members 
Mstep: Class 8 contains 5062 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 193396 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 14952 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28883 members 
Mstep: Class 16 contains 90306 members 
Mstep: Class 17 contains 25480 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 21700 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98117952.000000 Penalty: 85009.898438
Iteration 191Q: 26 clusters Score -9.811795e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171282 members 
Mstep: Class 2 contains 115578 members 
Mstep: Class 3 contains 50403 members 
Mstep: Class 4 contains 47535 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 63156 members 
Mstep: Class 7 contains 34372 members 
Mstep: Class 8 contains 5063 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 193322 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 14952 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28886 members 
Mstep: Class 16 contains 90328 members 
Mstep: Class 17 contains 25480 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 21711 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98117936.000000 Penalty: 85009.898438
Iteration 192Q: 26 clusters Score -9.811794e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171263 members 
Mstep: Class 2 contains 115588 members 
Mstep: Class 3 contains 50395 members 
Mstep: Class 4 contains 47560 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 63189 members 
Mstep: Class 7 contains 34386 members 
Mstep: Class 8 contains 5064 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 193233 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28889 members 
Mstep: Class 16 contains 90354 members 
Mstep: Class 17 contains 25480 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 21715 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98117968.000000 Penalty: 85009.898438
Iteration 193Q: 26 clusters Score -9.811797e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171232 members 
Mstep: Class 2 contains 115591 members 
Mstep: Class 3 contains 50389 members 
Mstep: Class 4 contains 47590 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 63233 members 
Mstep: Class 7 contains 34403 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 193145 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2095 members 
Mstep: Class 13 contains 14955 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 90371 members 
Mstep: Class 17 contains 25484 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 7316 members 
Mstep: Class 23 contains 21719 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118104.000000 Penalty: 85009.898438
Iteration 194Q: 26 clusters Score -9.81181e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171207 members 
Mstep: Class 2 contains 115597 members 
Mstep: Class 3 contains 50387 members 
Mstep: Class 4 contains 47616 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 63261 members 
Mstep: Class 7 contains 34416 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 193076 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2094 members 
Mstep: Class 13 contains 14959 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 90385 members 
Mstep: Class 17 contains 25488 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 7318 members 
Mstep: Class 23 contains 21720 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118048.000000 Penalty: 85009.898438
Iteration 195Q: 26 clusters Score -9.811805e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171193 members 
Mstep: Class 2 contains 115600 members 
Mstep: Class 3 contains 50381 members 
Mstep: Class 4 contains 47651 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 63290 members 
Mstep: Class 7 contains 34428 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 193003 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 14956 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 90401 members 
Mstep: Class 17 contains 25492 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 8994 members 
Mstep: Class 22 contains 7318 members 
Mstep: Class 23 contains 21719 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118160.000000 Penalty: 85009.898438
Iteration 196Q: 26 clusters Score -9.811816e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171142 members 
Mstep: Class 2 contains 115608 members 
Mstep: Class 3 contains 50376 members 
Mstep: Class 4 contains 47684 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 63314 members 
Mstep: Class 7 contains 34439 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 192951 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 14961 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 90423 members 
Mstep: Class 17 contains 25494 members 
Mstep: Class 18 contains 7906 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 8995 members 
Mstep: Class 22 contains 7318 members 
Mstep: Class 23 contains 21721 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118136.000000 Penalty: 85009.898438
Iteration 197Q: 26 clusters Score -9.811814e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171106 members 
Mstep: Class 2 contains 115612 members 
Mstep: Class 3 contains 50378 members 
Mstep: Class 4 contains 47704 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 63344 members 
Mstep: Class 7 contains 34452 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 192891 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2091 members 
Mstep: Class 13 contains 14964 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 90439 members 
Mstep: Class 17 contains 25495 members 
Mstep: Class 18 contains 7908 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 7318 members 
Mstep: Class 23 contains 21725 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118192.000000 Penalty: 85009.898438
Iteration 198Q: 26 clusters Score -9.811819e+07 nChanged 302
Entering ConstructFrom: 
Score: -98118192.000000 Penalty: 85009.898438
Entering ConstructFrom: 
Trying to split cluster 1 (171062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171062 members 
Entering Unmasked Estep 
Score: -19001066.000000 Penalty: 2988.345947
	Iteration 0F: 2 clusters Score -1.900107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85441 members 
Mstep: Class 2 contains 85621 members 
Entering Unmasked Estep 
Score: -18888968.000000 Penalty: 5976.691895
	Iteration 0F: 3 clusters Score -1.888897e+07 nChanged 81853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 87596 members 
Entering Unmasked Estep 
Score: -18935590.000000 Penalty: 5976.691895
	Iteration 1F: 3 clusters Score -1.893559e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82544 members 
Mstep: Class 2 contains 88518 members 
Entering Unmasked Estep 
Score: -18936110.000000 Penalty: 5976.691895
	Iteration 2Q: 3 clusters Score -1.893611e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 89942 members 
Entering Unmasked Estep 
Score: -18936858.000000 Penalty: 5976.691895
	Iteration 3Q: 3 clusters Score -1.893686e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 92191 members 
Entering Unmasked Estep 
Score: -18937588.000000 Penalty: 5976.691895
	Iteration 4Q: 3 clusters Score -1.893759e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75354 members 
Mstep: Class 2 contains 95708 members 
Entering Unmasked Estep 
Score: -18938648.000000 Penalty: 5976.691895
	Iteration 5Q: 3 clusters Score -1.893865e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69945 members 
Mstep: Class 2 contains 101117 members 
Entering Unmasked Estep 
Score: -18940746.000000 Penalty: 5976.691895
	Iteration 6Q: 3 clusters Score -1.894075e+07 nChanged 8442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61703 members 
Mstep: Class 2 contains 109359 members 
Entering Unmasked Estep 
Score: -18944786.000000 Penalty: 5976.691895
	Iteration 7Q: 3 clusters Score -1.894479e+07 nChanged 12244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 121457 members 
Entering Unmasked Estep 
Score: -18953178.000000 Penalty: 5976.691895
	Iteration 8F: 3 clusters Score -1.895318e+07 nChanged 15924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 137261 members 
Entering Unmasked Estep 
Score: -18967344.000000 Penalty: 5976.691895
	Iteration 9F: 3 clusters Score -1.896734e+07 nChanged 16323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 153494 members 
Entering Unmasked Estep 
Score: -18983848.000000 Penalty: 5976.691895
	Iteration 10F: 3 clusters Score -1.898385e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 164514 members 
Entering Unmasked Estep 
Score: -18993976.000000 Penalty: 5976.691895
	Iteration 11F: 3 clusters Score -1.899398e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 168976 members 
Entering Unmasked Estep 
Score: -18997468.000000 Penalty: 5976.691895
	Iteration 12Q: 3 clusters Score -1.899747e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 170179 members 
Entering Unmasked Estep 
Score: -18998364.000000 Penalty: 5976.691895
	Iteration 13Q: 3 clusters Score -1.899836e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 170483 members 
Entering Unmasked Estep 
Score: -18998644.000000 Penalty: 5976.691895
	Iteration 14Q: 3 clusters Score -1.899864e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 170546 members 
Entering Unmasked Estep 
Score: -18998756.000000 Penalty: 5976.691895
	Iteration 15Q: 3 clusters Score -1.899876e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 170555 members 
Entering Unmasked Estep 
Score: -18998792.000000 Penalty: 5976.691895
	Iteration 16Q: 3 clusters Score -1.899879e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 170562 members 
Entering Unmasked Estep 
Score: -18998826.000000 Penalty: 5976.691895
	Iteration 17Q: 3 clusters Score -1.899883e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 170575 members 
Entering Unmasked Estep 
Score: -18998844.000000 Penalty: 5976.691895
	Iteration 18Q: 3 clusters Score -1.899884e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 170586 members 
Entering Unmasked Estep 
Score: -18998878.000000 Penalty: 5976.691895
	Iteration 19Q: 3 clusters Score -1.899888e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 170586 members 
Entering Unmasked Estep 
Score: -18998874.000000 Penalty: 5976.691895
	Iteration 20F: 3 clusters Score -1.899887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 170589 members 
Entering Unmasked Estep 
Score: -18998864.000000 Penalty: 5976.691895
	Iteration 21Q: 3 clusters Score -1.899886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 170585 members 
Entering Unmasked Estep 
Score: -18998884.000000 Penalty: 5976.691895
	Iteration 22Q: 3 clusters Score -1.899888e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 170586 members 
Entering Unmasked Estep 
Score: -18998880.000000 Penalty: 5976.691895
	Iteration 23Q: 3 clusters Score -1.899888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 170587 members 
Entering Unmasked Estep 
Score: -18998882.000000 Penalty: 5976.691895
	Iteration 24Q: 3 clusters Score -1.899888e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 170588 members 
Entering Unmasked Estep 
Score: -18998884.000000 Penalty: 5976.691895
	Iteration 25Q: 3 clusters Score -1.899888e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 170590 members 
Entering Unmasked Estep 
Score: -18998886.000000 Penalty: 5976.691895
	Iteration 26Q: 3 clusters Score -1.899889e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 170594 members 
Entering Unmasked Estep 
Score: -18998884.000000 Penalty: 5976.691895
	Iteration 27Q: 3 clusters Score -1.899888e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 170594 members 
Entering Unmasked Estep 
Score: -18998878.000000 Penalty: 5976.691895
	Iteration 28Q: 3 clusters Score -1.899888e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 170594 members 
Entering Unmasked Estep 
Score: -18998878.000000 Penalty: 5976.691895
	Iteration 29F: 3 clusters Score -1.899888e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (115624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115624 members 
Entering Unmasked Estep 
Score: -13106804.000000 Penalty: 2891.208496
	Iteration 0F: 2 clusters Score -1.31068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Mstep: Class 2 contains 57730 members 
Entering Unmasked Estep 
Score: -13029497.000000 Penalty: 5782.416992
	Iteration 0F: 3 clusters Score -1.30295e+07 nChanged 54754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -13060627.000000 Penalty: 5782.416992
	Iteration 1F: 3 clusters Score -1.306063e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60088 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -13061206.000000 Penalty: 5782.416992
	Iteration 2Q: 3 clusters Score -1.306121e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61350 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -13061912.000000 Penalty: 5782.416992
	Iteration 3Q: 3 clusters Score -1.306191e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -13062753.000000 Penalty: 5782.416992
	Iteration 4Q: 3 clusters Score -1.306275e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66483 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -13064038.000000 Penalty: 5782.416992
	Iteration 5Q: 3 clusters Score -1.306404e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70943 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -13066106.000000 Penalty: 5782.416992
	Iteration 6Q: 3 clusters Score -1.306611e+07 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77277 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -13069795.000000 Penalty: 5782.416992
	Iteration 7F: 3 clusters Score -1.30698e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85797 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -13076254.000000 Penalty: 5782.416992
	Iteration 8F: 3 clusters Score -1.307625e+07 nChanged 10004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95705 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -13085041.000000 Penalty: 5782.416992
	Iteration 9F: 3 clusters Score -1.308504e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104668 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -13094013.000000 Penalty: 5782.416992
	Iteration 10F: 3 clusters Score -1.309401e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110612 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -13099805.000000 Penalty: 5782.416992
	Iteration 11F: 3 clusters Score -1.30998e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113615 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -13102610.000000 Penalty: 5782.416992
	Iteration 12Q: 3 clusters Score -1.310261e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114684 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -13103615.000000 Penalty: 5782.416992
	Iteration 13Q: 3 clusters Score -1.310362e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115053 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -13103925.000000 Penalty: 5782.416992
	Iteration 14Q: 3 clusters Score -1.310392e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115194 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -13104082.000000 Penalty: 5782.416992
	Iteration 15Q: 3 clusters Score -1.310408e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115246 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -13104183.000000 Penalty: 5782.416992
	Iteration 16Q: 3 clusters Score -1.310418e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115270 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -13104233.000000 Penalty: 5782.416992
	Iteration 17Q: 3 clusters Score -1.310423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115282 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -13104261.000000 Penalty: 5782.416992
	Iteration 18Q: 3 clusters Score -1.310426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115290 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -13104272.000000 Penalty: 5782.416992
	Iteration 19Q: 3 clusters Score -1.310427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115293 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -13104290.000000 Penalty: 5782.416992
	Iteration 20F: 3 clusters Score -1.310429e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115301 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -13104299.000000 Penalty: 5782.416992
	Iteration 21Q: 3 clusters Score -1.31043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115302 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -13104300.000000 Penalty: 5782.416992
	Iteration 22Q: 3 clusters Score -1.31043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -13104309.000000 Penalty: 5782.416992
	Iteration 23Q: 3 clusters Score -1.310431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115309 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -13104309.000000 Penalty: 5782.416992
	Iteration 24Q: 3 clusters Score -1.310431e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115310 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -13104309.000000 Penalty: 5782.416992
	Iteration 25Q: 3 clusters Score -1.310431e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115310 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -13104309.000000 Penalty: 5782.416992
	Iteration 26F: 3 clusters Score -1.310431e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Entering Unmasked Estep 
Score: -5474729.000000 Penalty: 2685.158203
	Iteration 0F: 2 clusters Score -5474729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -5440556.000000 Penalty: 5370.316406
	Iteration 0F: 3 clusters Score -5440556 nChanged 23454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -5453647.000000 Penalty: 5370.316406
	Iteration 1F: 3 clusters Score -5453647 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -5454198.500000 Penalty: 5370.316406
	Iteration 2Q: 3 clusters Score -5454198 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -5454715.500000 Penalty: 5370.316406
	Iteration 3Q: 3 clusters Score -5454716 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -5455241.500000 Penalty: 5370.316406
	Iteration 4Q: 3 clusters Score -5455242 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -5455950.500000 Penalty: 5370.316406
	Iteration 5Q: 3 clusters Score -5455950 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -5457024.000000 Penalty: 5370.316406
	Iteration 6Q: 3 clusters Score -5457024 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -5458584.000000 Penalty: 5370.316406
	Iteration 7F: 3 clusters Score -5458584 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -5460933.000000 Penalty: 5370.316406
	Iteration 8F: 3 clusters Score -5460933 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -5463941.000000 Penalty: 5370.316406
	Iteration 9F: 3 clusters Score -5463941 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -5466949.000000 Penalty: 5370.316406
	Iteration 10F: 3 clusters Score -5466949 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -5469475.000000 Penalty: 5370.316406
	Iteration 11F: 3 clusters Score -5469475 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -5471007.000000 Penalty: 5370.316406
	Iteration 12Q: 3 clusters Score -5471007 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -5471770.500000 Penalty: 5370.316406
	Iteration 13Q: 3 clusters Score -5471770 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -5472083.500000 Penalty: 5370.316406
	Iteration 14Q: 3 clusters Score -5472084 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 49963 members 
Entering Unmasked Estep 
Score: -5472236.000000 Penalty: 5370.316406
	Iteration 15Q: 3 clusters Score -5472236 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -5472296.000000 Penalty: 5370.316406
	Iteration 16Q: 3 clusters Score -5472296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -5472319.500000 Penalty: 5370.316406
	Iteration 17Q: 3 clusters Score -5472320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -5472343.000000 Penalty: 5370.316406
	Iteration 18Q: 3 clusters Score -5472343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 50080 members 
Entering Unmasked Estep 
Score: -5472358.500000 Penalty: 5370.316406
	Iteration 19Q: 3 clusters Score -5472358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -5472371.000000 Penalty: 5370.316406
	Iteration 20F: 3 clusters Score -5472371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -5472382.500000 Penalty: 5370.316406
	Iteration 21Q: 3 clusters Score -5472382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -5472386.000000 Penalty: 5370.316406
	Iteration 22Q: 3 clusters Score -5472386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -5472383.500000 Penalty: 5370.316406
	Iteration 23Q: 3 clusters Score -5472384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -5472391.500000 Penalty: 5370.316406
	Iteration 24Q: 3 clusters Score -5472392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -5472404.000000 Penalty: 5370.316406
	Iteration 25Q: 3 clusters Score -5472404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -5472407.000000 Penalty: 5370.316406
	Iteration 26Q: 3 clusters Score -5472407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -5472413.000000 Penalty: 5370.316406
	Iteration 27Q: 3 clusters Score -5472413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -5472417.000000 Penalty: 5370.316406
	Iteration 28Q: 3 clusters Score -5472417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -5472419.500000 Penalty: 5370.316406
	Iteration 29Q: 3 clusters Score -5472420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -5472419.500000 Penalty: 5370.316406
	Iteration 30F: 3 clusters Score -5472420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Entering Unmasked Estep 
Score: -5395548.500000 Penalty: 2671.802979
	Iteration 0F: 2 clusters Score -5395548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -5363070.000000 Penalty: 5343.605957
	Iteration 0F: 3 clusters Score -5363070 nChanged 22168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -5375632.500000 Penalty: 5343.605957
	Iteration 1F: 3 clusters Score -5375632 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -5376238.000000 Penalty: 5343.605957
	Iteration 2Q: 3 clusters Score -5376238 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -5376886.000000 Penalty: 5343.605957
	Iteration 3Q: 3 clusters Score -5376886 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -5377769.500000 Penalty: 5343.605957
	Iteration 4Q: 3 clusters Score -5377770 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -5379009.000000 Penalty: 5343.605957
	Iteration 5Q: 3 clusters Score -5379009 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -5380699.500000 Penalty: 5343.605957
	Iteration 6F: 3 clusters Score -5380700 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -5383232.000000 Penalty: 5343.605957
	Iteration 7F: 3 clusters Score -5383232 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -5386377.500000 Penalty: 5343.605957
	Iteration 8F: 3 clusters Score -5386378 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -5389212.500000 Penalty: 5343.605957
	Iteration 9F: 3 clusters Score -5389212 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -5391215.500000 Penalty: 5343.605957
	Iteration 10Q: 3 clusters Score -5391216 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -5392258.000000 Penalty: 5343.605957
	Iteration 11Q: 3 clusters Score -5392258 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -5392689.500000 Penalty: 5343.605957
	Iteration 12Q: 3 clusters Score -5392690 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -5392910.500000 Penalty: 5343.605957
	Iteration 13Q: 3 clusters Score -5392910 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -5393024.500000 Penalty: 5343.605957
	Iteration 14Q: 3 clusters Score -5393024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -5393082.500000 Penalty: 5343.605957
	Iteration 15Q: 3 clusters Score -5393082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -5393131.000000 Penalty: 5343.605957
	Iteration 16Q: 3 clusters Score -5393131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -5393158.000000 Penalty: 5343.605957
	Iteration 17Q: 3 clusters Score -5393158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -5393163.000000 Penalty: 5343.605957
	Iteration 18Q: 3 clusters Score -5393163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -5393165.500000 Penalty: 5343.605957
	Iteration 19Q: 3 clusters Score -5393166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -5393178.500000 Penalty: 5343.605957
	Iteration 20F: 3 clusters Score -5393178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -5393184.500000 Penalty: 5343.605957
	Iteration 21Q: 3 clusters Score -5393184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -5393184.500000 Penalty: 5343.605957
	Iteration 22F: 3 clusters Score -5393184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -87842.164062 Penalty: 1711.131348
	Iteration 0F: 2 clusters Score -87842.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -85979.765625 Penalty: 3422.262695
	Iteration 0F: 3 clusters Score -85979.77 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -86570.445312 Penalty: 3422.262695
	Iteration 1F: 3 clusters Score -86570.45 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -87001.203125 Penalty: 3422.262695
	Iteration 2F: 3 clusters Score -87001.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -87274.562500 Penalty: 3422.262695
	Iteration 3F: 3 clusters Score -87274.56 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87515.421875 Penalty: 3422.262695
	Iteration 4F: 3 clusters Score -87515.42 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87801.960938 Penalty: 3422.262695
	Iteration 5F: 3 clusters Score -87801.96 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -88157.281250 Penalty: 3422.262695
	Iteration 6F: 3 clusters Score -88157.28 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88411.632812 Penalty: 3422.262695
	Iteration 7Q: 3 clusters Score -88411.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -88677.632812 Penalty: 3422.262695
	Iteration 8Q: 3 clusters Score -88677.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -88904.757812 Penalty: 3422.262695
	Iteration 9Q: 3 clusters Score -88904.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -88912.218750 Penalty: 3422.262695
	Iteration 10Q: 3 clusters Score -88912.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -88912.218750 Penalty: 3422.262695
	Iteration 11F: 3 clusters Score -88912.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171062 members 
Mstep: Class 2 contains 115624 members 
Mstep: Class 3 contains 50375 members 
Mstep: Class 4 contains 47734 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 63372 members 
Mstep: Class 7 contains 34465 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 192843 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 14963 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 90453 members 
Mstep: Class 17 contains 25495 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 7318 members 
Mstep: Class 23 contains 21727 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Mstep: Class 26 contains 392 members 
Entering Unmasked Estep 
Score: -98117552.000000 Penalty: 88410.296875
Splitting cluster 5 changes total score from -98118192.000000 to -98117552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (63372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63372 members 
Entering Unmasked Estep 
Score: -7115370.500000 Penalty: 2742.080811
	Iteration 0F: 2 clusters Score -7115370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -7072860.000000 Penalty: 5484.161621
	Iteration 0F: 3 clusters Score -7072860 nChanged 29499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -7089139.000000 Penalty: 5484.161621
	Iteration 1F: 3 clusters Score -7089139 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -7089649.500000 Penalty: 5484.161621
	Iteration 2Q: 3 clusters Score -7089650 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -7090100.000000 Penalty: 5484.161621
	Iteration 3Q: 3 clusters Score -7090100 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -7090605.000000 Penalty: 5484.161621
	Iteration 4Q: 3 clusters Score -7090605 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -7091234.000000 Penalty: 5484.161621
	Iteration 5Q: 3 clusters Score -7091234 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -7092204.000000 Penalty: 5484.161621
	Iteration 6Q: 3 clusters Score -7092204 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -7093867.000000 Penalty: 5484.161621
	Iteration 7Q: 3 clusters Score -7093867 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -7096641.500000 Penalty: 5484.161621
	Iteration 8F: 3 clusters Score -7096642 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -7100608.500000 Penalty: 5484.161621
	Iteration 9F: 3 clusters Score -7100608 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52742 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -7105000.000000 Penalty: 5484.161621
	Iteration 10F: 3 clusters Score -7105000 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -7108324.000000 Penalty: 5484.161621
	Iteration 11F: 3 clusters Score -7108324 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -7110548.500000 Penalty: 5484.161621
	Iteration 12Q: 3 clusters Score -7110548 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -7112042.000000 Penalty: 5484.161621
	Iteration 13Q: 3 clusters Score -7112042 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -7112973.500000 Penalty: 5484.161621
	Iteration 14Q: 3 clusters Score -7112974 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -7113422.500000 Penalty: 5484.161621
	Iteration 15Q: 3 clusters Score -7113422 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59850 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -7113612.500000 Penalty: 5484.161621
	Iteration 16Q: 3 clusters Score -7113612 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -7113724.500000 Penalty: 5484.161621
	Iteration 17Q: 3 clusters Score -7113724 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -7113761.000000 Penalty: 5484.161621
	Iteration 18Q: 3 clusters Score -7113761 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -7113790.500000 Penalty: 5484.161621
	Iteration 19Q: 3 clusters Score -7113790 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -7113800.500000 Penalty: 5484.161621
	Iteration 20F: 3 clusters Score -7113800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60090 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -7113805.000000 Penalty: 5484.161621
	Iteration 21Q: 3 clusters Score -7113805 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60099 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -7113809.000000 Penalty: 5484.161621
	Iteration 22Q: 3 clusters Score -7113809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7113828.000000 Penalty: 5484.161621
	Iteration 23Q: 3 clusters Score -7113828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -7113836.500000 Penalty: 5484.161621
	Iteration 24Q: 3 clusters Score -7113836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -7113843.000000 Penalty: 5484.161621
	Iteration 25Q: 3 clusters Score -7113843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -7113847.000000 Penalty: 5484.161621
	Iteration 26Q: 3 clusters Score -7113847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60149 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -7113848.000000 Penalty: 5484.161621
	Iteration 27Q: 3 clusters Score -7113848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60151 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -7113843.000000 Penalty: 5484.161621
	Iteration 28Q: 3 clusters Score -7113843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -7113842.500000 Penalty: 5484.161621
	Iteration 29Q: 3 clusters Score -7113842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -7113849.000000 Penalty: 5484.161621
	Iteration 30Q: 3 clusters Score -7113849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -7113846.000000 Penalty: 5484.161621
	Iteration 31Q: 3 clusters Score -7113846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -7113846.000000 Penalty: 5484.161621
	Iteration 32F: 3 clusters Score -7113846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Entering Unmasked Estep 
Score: -3907661.000000 Penalty: 2591.029541
	Iteration 0F: 2 clusters Score -3907661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3884060.250000 Penalty: 5182.059082
	Iteration 0F: 3 clusters Score -3884060 nChanged 15658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3892674.500000 Penalty: 5182.059082
	Iteration 1F: 3 clusters Score -3892674 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -3893202.500000 Penalty: 5182.059082
	Iteration 2Q: 3 clusters Score -3893202 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -3893696.250000 Penalty: 5182.059082
	Iteration 3Q: 3 clusters Score -3893696 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -3894211.500000 Penalty: 5182.059082
	Iteration 4Q: 3 clusters Score -3894212 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3894797.000000 Penalty: 5182.059082
	Iteration 5Q: 3 clusters Score -3894797 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3895585.750000 Penalty: 5182.059082
	Iteration 6Q: 3 clusters Score -3895586 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -3896509.000000 Penalty: 5182.059082
	Iteration 7Q: 3 clusters Score -3896509 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3897685.250000 Penalty: 5182.059082
	Iteration 8F: 3 clusters Score -3897685 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -3899261.000000 Penalty: 5182.059082
	Iteration 9F: 3 clusters Score -3899261 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3900764.500000 Penalty: 5182.059082
	Iteration 10F: 3 clusters Score -3900764 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3901601.250000 Penalty: 5182.059082
	Iteration 11Q: 3 clusters Score -3901601 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3901920.250000 Penalty: 5182.059082
	Iteration 12Q: 3 clusters Score -3901920 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3902066.500000 Penalty: 5182.059082
	Iteration 13Q: 3 clusters Score -3902066 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3902179.000000 Penalty: 5182.059082
	Iteration 14Q: 3 clusters Score -3902179 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -3902245.000000 Penalty: 5182.059082
	Iteration 15Q: 3 clusters Score -3902245 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3902325.750000 Penalty: 5182.059082
	Iteration 16Q: 3 clusters Score -3902326 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3902393.750000 Penalty: 5182.059082
	Iteration 17Q: 3 clusters Score -3902394 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -3902445.750000 Penalty: 5182.059082
	Iteration 18Q: 3 clusters Score -3902446 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -3902512.000000 Penalty: 5182.059082
	Iteration 19Q: 3 clusters Score -3902512 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -3902610.000000 Penalty: 5182.059082
	Iteration 20F: 3 clusters Score -3902610 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -3902678.250000 Penalty: 5182.059082
	Iteration 21Q: 3 clusters Score -3902678 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3902746.750000 Penalty: 5182.059082
	Iteration 22Q: 3 clusters Score -3902747 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -3902831.000000 Penalty: 5182.059082
	Iteration 23Q: 3 clusters Score -3902831 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -3902943.250000 Penalty: 5182.059082
	Iteration 24Q: 3 clusters Score -3902943 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3903035.750000 Penalty: 5182.059082
	Iteration 25Q: 3 clusters Score -3903036 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -3903131.750000 Penalty: 5182.059082
	Iteration 26Q: 3 clusters Score -3903132 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -3903195.250000 Penalty: 5182.059082
	Iteration 27Q: 3 clusters Score -3903195 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3903311.750000 Penalty: 5182.059082
	Iteration 28Q: 3 clusters Score -3903312 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3903419.000000 Penalty: 5182.059082
	Iteration 29Q: 3 clusters Score -3903419 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3903529.500000 Penalty: 5182.059082
	Iteration 30Q: 3 clusters Score -3903530 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -3903627.250000 Penalty: 5182.059082
	Iteration 31Q: 3 clusters Score -3903627 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -3903725.750000 Penalty: 5182.059082
	Iteration 32Q: 3 clusters Score -3903726 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -3903832.750000 Penalty: 5182.059082
	Iteration 33Q: 3 clusters Score -3903833 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -3903923.000000 Penalty: 5182.059082
	Iteration 34Q: 3 clusters Score -3903923 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -3904018.000000 Penalty: 5182.059082
	Iteration 35Q: 3 clusters Score -3904018 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3904087.000000 Penalty: 5182.059082
	Iteration 36Q: 3 clusters Score -3904087 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -3904174.500000 Penalty: 5182.059082
	Iteration 37Q: 3 clusters Score -3904174 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3904275.250000 Penalty: 5182.059082
	Iteration 38Q: 3 clusters Score -3904275 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3904384.750000 Penalty: 5182.059082
	Iteration 39Q: 3 clusters Score -3904385 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -3904449.500000 Penalty: 5182.059082
	Iteration 40F: 3 clusters Score -3904450 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3904502.500000 Penalty: 5182.059082
	Iteration 41Q: 3 clusters Score -3904502 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -3904573.000000 Penalty: 5182.059082
	Iteration 42Q: 3 clusters Score -3904573 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3904619.750000 Penalty: 5182.059082
	Iteration 43Q: 3 clusters Score -3904620 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -3904652.250000 Penalty: 5182.059082
	Iteration 44Q: 3 clusters Score -3904652 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -3904698.750000 Penalty: 5182.059082
	Iteration 45Q: 3 clusters Score -3904699 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3904759.750000 Penalty: 5182.059082
	Iteration 46Q: 3 clusters Score -3904760 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3904803.500000 Penalty: 5182.059082
	Iteration 47Q: 3 clusters Score -3904804 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3904850.250000 Penalty: 5182.059082
	Iteration 48Q: 3 clusters Score -3904850 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -3904886.250000 Penalty: 5182.059082
	Iteration 49Q: 3 clusters Score -3904886 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3904934.750000 Penalty: 5182.059082
	Iteration 50Q: 3 clusters Score -3904935 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -3904955.250000 Penalty: 5182.059082
	Iteration 51Q: 3 clusters Score -3904955 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3904997.500000 Penalty: 5182.059082
	Iteration 52Q: 3 clusters Score -3904998 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3905052.750000 Penalty: 5182.059082
	Iteration 53Q: 3 clusters Score -3905053 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -3905073.750000 Penalty: 5182.059082
	Iteration 54Q: 3 clusters Score -3905074 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3905100.250000 Penalty: 5182.059082
	Iteration 55Q: 3 clusters Score -3905100 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3905128.750000 Penalty: 5182.059082
	Iteration 56Q: 3 clusters Score -3905129 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3905162.250000 Penalty: 5182.059082
	Iteration 57Q: 3 clusters Score -3905162 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3905192.000000 Penalty: 5182.059082
	Iteration 58Q: 3 clusters Score -3905192 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3905232.250000 Penalty: 5182.059082
	Iteration 59Q: 3 clusters Score -3905232 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3905272.250000 Penalty: 5182.059082
	Iteration 60F: 3 clusters Score -3905272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3905298.250000 Penalty: 5182.059082
	Iteration 61Q: 3 clusters Score -3905298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3905301.750000 Penalty: 5182.059082
	Iteration 62Q: 3 clusters Score -3905302 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3905311.750000 Penalty: 5182.059082
	Iteration 63Q: 3 clusters Score -3905312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3905328.000000 Penalty: 5182.059082
	Iteration 64Q: 3 clusters Score -3905328 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3905338.500000 Penalty: 5182.059082
	Iteration 65Q: 3 clusters Score -3905338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3905337.000000 Penalty: 5182.059082
	Iteration 66Q: 3 clusters Score -3905337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3905334.750000 Penalty: 5182.059082
	Iteration 67Q: 3 clusters Score -3905335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3905336.000000 Penalty: 5182.059082
	Iteration 68Q: 3 clusters Score -3905336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3905342.500000 Penalty: 5182.059082
	Iteration 69Q: 3 clusters Score -3905342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3905351.000000 Penalty: 5182.059082
	Iteration 70Q: 3 clusters Score -3905351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3905362.000000 Penalty: 5182.059082
	Iteration 71Q: 3 clusters Score -3905362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3905361.000000 Penalty: 5182.059082
	Iteration 72Q: 3 clusters Score -3905361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3905369.000000 Penalty: 5182.059082
	Iteration 73Q: 3 clusters Score -3905369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3905376.750000 Penalty: 5182.059082
	Iteration 74Q: 3 clusters Score -3905377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3905375.250000 Penalty: 5182.059082
	Iteration 75Q: 3 clusters Score -3905375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3905386.250000 Penalty: 5182.059082
	Iteration 76Q: 3 clusters Score -3905386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3905383.750000 Penalty: 5182.059082
	Iteration 77Q: 3 clusters Score -3905384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3905389.250000 Penalty: 5182.059082
	Iteration 78Q: 3 clusters Score -3905389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3905392.750000 Penalty: 5182.059082
	Iteration 79Q: 3 clusters Score -3905393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3905402.000000 Penalty: 5182.059082
	Iteration 80F: 3 clusters Score -3905402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3905405.000000 Penalty: 5182.059082
	Iteration 81Q: 3 clusters Score -3905405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3905407.000000 Penalty: 5182.059082
	Iteration 82Q: 3 clusters Score -3905407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -3905409.500000 Penalty: 5182.059082
	Iteration 83Q: 3 clusters Score -3905410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3905412.000000 Penalty: 5182.059082
	Iteration 84Q: 3 clusters Score -3905412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3905409.250000 Penalty: 5182.059082
	Iteration 85Q: 3 clusters Score -3905409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3905419.500000 Penalty: 5182.059082
	Iteration 86Q: 3 clusters Score -3905420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3905421.000000 Penalty: 5182.059082
	Iteration 87Q: 3 clusters Score -3905421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3905419.750000 Penalty: 5182.059082
	Iteration 88Q: 3 clusters Score -3905420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3905419.750000 Penalty: 5182.059082
	Iteration 89Q: 3 clusters Score -3905420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3905418.500000 Penalty: 5182.059082
	Iteration 90Q: 3 clusters Score -3905418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3905419.750000 Penalty: 5182.059082
	Iteration 91Q: 3 clusters Score -3905420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3905420.500000 Penalty: 5182.059082
	Iteration 92Q: 3 clusters Score -3905420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3905419.000000 Penalty: 5182.059082
	Iteration 93Q: 3 clusters Score -3905419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3905423.250000 Penalty: 5182.059082
	Iteration 94Q: 3 clusters Score -3905423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3905420.250000 Penalty: 5182.059082
	Iteration 95Q: 3 clusters Score -3905420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3905423.000000 Penalty: 5182.059082
	Iteration 96Q: 3 clusters Score -3905423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3905425.750000 Penalty: 5182.059082
	Iteration 97Q: 3 clusters Score -3905426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3905423.500000 Penalty: 5182.059082
	Iteration 98Q: 3 clusters Score -3905424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3905424.000000 Penalty: 5182.059082
	Iteration 99Q: 3 clusters Score -3905424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3905427.500000 Penalty: 5182.059082
	Iteration 100F: 3 clusters Score -3905428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3905426.750000 Penalty: 5182.059082
	Iteration 101Q: 3 clusters Score -3905427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3905426.750000 Penalty: 5182.059082
	Iteration 102F: 3 clusters Score -3905427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Entering Unmasked Estep 
Score: -568082.687500 Penalty: 2115.467041
	Iteration 0F: 2 clusters Score -568082.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -563543.062500 Penalty: 4230.934082
	Iteration 0F: 3 clusters Score -563543.1 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -564580.562500 Penalty: 4230.934082
	Iteration 1F: 3 clusters Score -564580.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -564776.750000 Penalty: 4230.934082
	Iteration 2F: 3 clusters Score -564776.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -564895.500000 Penalty: 4230.934082
	Iteration 3Q: 3 clusters Score -564895.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -564972.375000 Penalty: 4230.934082
	Iteration 4Q: 3 clusters Score -564972.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -565023.062500 Penalty: 4230.934082
	Iteration 5Q: 3 clusters Score -565023.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -565068.125000 Penalty: 4230.934082
	Iteration 6Q: 3 clusters Score -565068.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -565099.562500 Penalty: 4230.934082
	Iteration 7Q: 3 clusters Score -565099.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -565128.375000 Penalty: 4230.934082
	Iteration 8Q: 3 clusters Score -565128.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -565152.750000 Penalty: 4230.934082
	Iteration 9Q: 3 clusters Score -565152.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -565174.687500 Penalty: 4230.934082
	Iteration 10Q: 3 clusters Score -565174.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -565199.000000 Penalty: 4230.934082
	Iteration 11Q: 3 clusters Score -565199 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -565229.437500 Penalty: 4230.934082
	Iteration 12Q: 3 clusters Score -565229.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -565259.687500 Penalty: 4230.934082
	Iteration 13Q: 3 clusters Score -565259.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -565297.000000 Penalty: 4230.934082
	Iteration 14Q: 3 clusters Score -565297 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -565328.812500 Penalty: 4230.934082
	Iteration 15Q: 3 clusters Score -565328.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -565372.375000 Penalty: 4230.934082
	Iteration 16Q: 3 clusters Score -565372.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -565409.625000 Penalty: 4230.934082
	Iteration 17Q: 3 clusters Score -565409.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -565450.500000 Penalty: 4230.934082
	Iteration 18Q: 3 clusters Score -565450.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -565515.437500 Penalty: 4230.934082
	Iteration 19Q: 3 clusters Score -565515.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -565574.187500 Penalty: 4230.934082
	Iteration 20F: 3 clusters Score -565574.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -565628.687500 Penalty: 4230.934082
	Iteration 21Q: 3 clusters Score -565628.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -565691.250000 Penalty: 4230.934082
	Iteration 22Q: 3 clusters Score -565691.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -565754.937500 Penalty: 4230.934082
	Iteration 23Q: 3 clusters Score -565754.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -565819.375000 Penalty: 4230.934082
	Iteration 24Q: 3 clusters Score -565819.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -565889.875000 Penalty: 4230.934082
	Iteration 25Q: 3 clusters Score -565889.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -565963.687500 Penalty: 4230.934082
	Iteration 26Q: 3 clusters Score -565963.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -566037.000000 Penalty: 4230.934082
	Iteration 27Q: 3 clusters Score -566037 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -566119.687500 Penalty: 4230.934082
	Iteration 28Q: 3 clusters Score -566119.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -566177.500000 Penalty: 4230.934082
	Iteration 29Q: 3 clusters Score -566177.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -566225.500000 Penalty: 4230.934082
	Iteration 30Q: 3 clusters Score -566225.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -566259.312500 Penalty: 4230.934082
	Iteration 31Q: 3 clusters Score -566259.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -566293.062500 Penalty: 4230.934082
	Iteration 32Q: 3 clusters Score -566293.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -566322.062500 Penalty: 4230.934082
	Iteration 33Q: 3 clusters Score -566322.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -566344.562500 Penalty: 4230.934082
	Iteration 34Q: 3 clusters Score -566344.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -566362.250000 Penalty: 4230.934082
	Iteration 35Q: 3 clusters Score -566362.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -566377.562500 Penalty: 4230.934082
	Iteration 36Q: 3 clusters Score -566377.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -566388.625000 Penalty: 4230.934082
	Iteration 37Q: 3 clusters Score -566388.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -566393.562500 Penalty: 4230.934082
	Iteration 38Q: 3 clusters Score -566393.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -566397.375000 Penalty: 4230.934082
	Iteration 39Q: 3 clusters Score -566397.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -566403.625000 Penalty: 4230.934082
	Iteration 40F: 3 clusters Score -566403.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -566408.250000 Penalty: 4230.934082
	Iteration 41Q: 3 clusters Score -566408.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -566411.812500 Penalty: 4230.934082
	Iteration 42Q: 3 clusters Score -566411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -566413.812500 Penalty: 4230.934082
	Iteration 43Q: 3 clusters Score -566413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -566415.312500 Penalty: 4230.934082
	Iteration 44Q: 3 clusters Score -566415.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -566415.312500 Penalty: 4230.934082
	Iteration 45F: 3 clusters Score -566415.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Entering Unmasked Estep 
Score: -468984.343750 Penalty: 2080.899170
	Iteration 0F: 2 clusters Score -468984.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -464819.281250 Penalty: 4161.798340
	Iteration 0F: 3 clusters Score -464819.3 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -465803.812500 Penalty: 4161.798340
	Iteration 1F: 3 clusters Score -465803.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -466130.093750 Penalty: 4161.798340
	Iteration 2F: 3 clusters Score -466130.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -466399.812500 Penalty: 4161.798340
	Iteration 3F: 3 clusters Score -466399.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -466666.187500 Penalty: 4161.798340
	Iteration 4F: 3 clusters Score -466666.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -466886.312500 Penalty: 4161.798340
	Iteration 5F: 3 clusters Score -466886.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -467058.656250 Penalty: 4161.798340
	Iteration 6Q: 3 clusters Score -467058.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -467195.250000 Penalty: 4161.798340
	Iteration 7Q: 3 clusters Score -467195.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -467292.062500 Penalty: 4161.798340
	Iteration 8Q: 3 clusters Score -467292.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -467366.937500 Penalty: 4161.798340
	Iteration 9Q: 3 clusters Score -467366.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -467423.718750 Penalty: 4161.798340
	Iteration 10Q: 3 clusters Score -467423.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -467481.187500 Penalty: 4161.798340
	Iteration 11Q: 3 clusters Score -467481.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -467519.781250 Penalty: 4161.798340
	Iteration 12Q: 3 clusters Score -467519.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -467542.656250 Penalty: 4161.798340
	Iteration 13Q: 3 clusters Score -467542.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -467559.375000 Penalty: 4161.798340
	Iteration 14Q: 3 clusters Score -467559.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -467569.593750 Penalty: 4161.798340
	Iteration 15Q: 3 clusters Score -467569.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -467581.406250 Penalty: 4161.798340
	Iteration 16Q: 3 clusters Score -467581.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -467592.406250 Penalty: 4161.798340
	Iteration 17Q: 3 clusters Score -467592.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -467598.781250 Penalty: 4161.798340
	Iteration 18Q: 3 clusters Score -467598.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -467603.531250 Penalty: 4161.798340
	Iteration 19Q: 3 clusters Score -467603.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -467607.375000 Penalty: 4161.798340
	Iteration 20F: 3 clusters Score -467607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -467610.625000 Penalty: 4161.798340
	Iteration 21Q: 3 clusters Score -467610.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -467613.781250 Penalty: 4161.798340
	Iteration 22Q: 3 clusters Score -467613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -467615.281250 Penalty: 4161.798340
	Iteration 23Q: 3 clusters Score -467615.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -467614.687500 Penalty: 4161.798340
	Iteration 24Q: 3 clusters Score -467614.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -467618.406250 Penalty: 4161.798340
	Iteration 25Q: 3 clusters Score -467618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -467618.843750 Penalty: 4161.798340
	Iteration 26Q: 3 clusters Score -467618.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -467622.906250 Penalty: 4161.798340
	Iteration 27Q: 3 clusters Score -467622.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -467627.093750 Penalty: 4161.798340
	Iteration 28Q: 3 clusters Score -467627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -467627.000000 Penalty: 4161.798340
	Iteration 29Q: 3 clusters Score -467627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -467627.656250 Penalty: 4161.798340
	Iteration 30Q: 3 clusters Score -467627.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -467627.812500 Penalty: 4161.798340
	Iteration 31Q: 3 clusters Score -467627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -467627.750000 Penalty: 4161.798340
	Iteration 32Q: 3 clusters Score -467627.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -467628.375000 Penalty: 4161.798340
	Iteration 33Q: 3 clusters Score -467628.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -467629.125000 Penalty: 4161.798340
	Iteration 34Q: 3 clusters Score -467629.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -467629.125000 Penalty: 4161.798340
	Iteration 35F: 3 clusters Score -467629.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (192843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192843 members 
Entering Unmasked Estep 
Score: -21397304.000000 Penalty: 3018.068848
	Iteration 0F: 2 clusters Score -2.13973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96520 members 
Mstep: Class 2 contains 96323 members 
Entering Unmasked Estep 
Score: -21271806.000000 Penalty: 6036.137695
	Iteration 0F: 3 clusters Score -2.127181e+07 nChanged 92826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99260 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -21326174.000000 Penalty: 6036.137695
	Iteration 1F: 3 clusters Score -2.132617e+07 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100780 members 
Mstep: Class 2 contains 92063 members 
Entering Unmasked Estep 
Score: -21327360.000000 Penalty: 6036.137695
	Iteration 2Q: 3 clusters Score -2.132736e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103073 members 
Mstep: Class 2 contains 89770 members 
Entering Unmasked Estep 
Score: -21328484.000000 Penalty: 6036.137695
	Iteration 3Q: 3 clusters Score -2.132848e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106483 members 
Mstep: Class 2 contains 86360 members 
Entering Unmasked Estep 
Score: -21330190.000000 Penalty: 6036.137695
	Iteration 4Q: 3 clusters Score -2.133019e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111438 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -21333224.000000 Penalty: 6036.137695
	Iteration 5Q: 3 clusters Score -2.133322e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118288 members 
Mstep: Class 2 contains 74555 members 
Entering Unmasked Estep 
Score: -21337810.000000 Penalty: 6036.137695
	Iteration 6Q: 3 clusters Score -2.133781e+07 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127128 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -21345484.000000 Penalty: 6036.137695
	Iteration 7F: 3 clusters Score -2.134548e+07 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137168 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -21355312.000000 Penalty: 6036.137695
	Iteration 8F: 3 clusters Score -2.135531e+07 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146593 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -21365242.000000 Penalty: 6036.137695
	Iteration 9F: 3 clusters Score -2.136524e+07 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153993 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -21372594.000000 Penalty: 6036.137695
	Iteration 10F: 3 clusters Score -2.137259e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158936 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -21376832.000000 Penalty: 6036.137695
	Iteration 11Q: 3 clusters Score -2.137683e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162620 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -21379656.000000 Penalty: 6036.137695
	Iteration 12Q: 3 clusters Score -2.137966e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165750 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -21381432.000000 Penalty: 6036.137695
	Iteration 13Q: 3 clusters Score -2.138143e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168510 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -21383014.000000 Penalty: 6036.137695
	Iteration 14Q: 3 clusters Score -2.138301e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171057 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -21384278.000000 Penalty: 6036.137695
	Iteration 15Q: 3 clusters Score -2.138428e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173285 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -21385494.000000 Penalty: 6036.137695
	Iteration 16Q: 3 clusters Score -2.138549e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175348 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -21386470.000000 Penalty: 6036.137695
	Iteration 17Q: 3 clusters Score -2.138647e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177196 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -21387368.000000 Penalty: 6036.137695
	Iteration 18Q: 3 clusters Score -2.138737e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178858 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -21388158.000000 Penalty: 6036.137695
	Iteration 19Q: 3 clusters Score -2.138816e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180350 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -21388934.000000 Penalty: 6036.137695
	Iteration 20F: 3 clusters Score -2.138893e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181627 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -21389560.000000 Penalty: 6036.137695
	Iteration 21Q: 3 clusters Score -2.138956e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182730 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -21390052.000000 Penalty: 6036.137695
	Iteration 22Q: 3 clusters Score -2.139005e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183705 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -21390514.000000 Penalty: 6036.137695
	Iteration 23Q: 3 clusters Score -2.139051e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184591 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -21390920.000000 Penalty: 6036.137695
	Iteration 24Q: 3 clusters Score -2.139092e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185367 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -21391288.000000 Penalty: 6036.137695
	Iteration 25Q: 3 clusters Score -2.139129e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186078 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -21391626.000000 Penalty: 6036.137695
	Iteration 26Q: 3 clusters Score -2.139163e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186727 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -21391968.000000 Penalty: 6036.137695
	Iteration 27Q: 3 clusters Score -2.139197e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187302 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -21392302.000000 Penalty: 6036.137695
	Iteration 28Q: 3 clusters Score -2.13923e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187798 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -21392574.000000 Penalty: 6036.137695
	Iteration 29Q: 3 clusters Score -2.139257e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188259 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -21392876.000000 Penalty: 6036.137695
	Iteration 30Q: 3 clusters Score -2.139288e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188661 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -21393080.000000 Penalty: 6036.137695
	Iteration 31Q: 3 clusters Score -2.139308e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189015 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -21393292.000000 Penalty: 6036.137695
	Iteration 32Q: 3 clusters Score -2.139329e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189344 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -21393468.000000 Penalty: 6036.137695
	Iteration 33Q: 3 clusters Score -2.139347e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189619 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -21393606.000000 Penalty: 6036.137695
	Iteration 34Q: 3 clusters Score -2.139361e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189835 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -21393684.000000 Penalty: 6036.137695
	Iteration 35Q: 3 clusters Score -2.139368e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190027 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -21393750.000000 Penalty: 6036.137695
	Iteration 36Q: 3 clusters Score -2.139375e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190187 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -21393858.000000 Penalty: 6036.137695
	Iteration 37Q: 3 clusters Score -2.139386e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190340 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -21393936.000000 Penalty: 6036.137695
	Iteration 38Q: 3 clusters Score -2.139394e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190466 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -21394042.000000 Penalty: 6036.137695
	Iteration 39Q: 3 clusters Score -2.139404e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190575 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -21394116.000000 Penalty: 6036.137695
	Iteration 40F: 3 clusters Score -2.139412e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190674 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -21394184.000000 Penalty: 6036.137695
	Iteration 41Q: 3 clusters Score -2.139418e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190749 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -21394206.000000 Penalty: 6036.137695
	Iteration 42Q: 3 clusters Score -2.139421e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190817 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -21394258.000000 Penalty: 6036.137695
	Iteration 43Q: 3 clusters Score -2.139426e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190878 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -21394266.000000 Penalty: 6036.137695
	Iteration 44Q: 3 clusters Score -2.139427e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190927 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -21394310.000000 Penalty: 6036.137695
	Iteration 45Q: 3 clusters Score -2.139431e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190979 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -21394330.000000 Penalty: 6036.137695
	Iteration 46Q: 3 clusters Score -2.139433e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191034 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -21394374.000000 Penalty: 6036.137695
	Iteration 47Q: 3 clusters Score -2.139437e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191086 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -21394370.000000 Penalty: 6036.137695
	Iteration 48Q: 3 clusters Score -2.139437e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191144 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -21394428.000000 Penalty: 6036.137695
	Iteration 49Q: 3 clusters Score -2.139443e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191195 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -21394440.000000 Penalty: 6036.137695
	Iteration 50Q: 3 clusters Score -2.139444e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191223 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -21394442.000000 Penalty: 6036.137695
	Iteration 51Q: 3 clusters Score -2.139444e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191255 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -21394484.000000 Penalty: 6036.137695
	Iteration 52Q: 3 clusters Score -2.139448e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191280 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -21394508.000000 Penalty: 6036.137695
	Iteration 53Q: 3 clusters Score -2.139451e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191297 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -21394512.000000 Penalty: 6036.137695
	Iteration 54Q: 3 clusters Score -2.139451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191309 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -21394528.000000 Penalty: 6036.137695
	Iteration 55Q: 3 clusters Score -2.139453e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191320 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -21394528.000000 Penalty: 6036.137695
	Iteration 56Q: 3 clusters Score -2.139453e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191333 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -21394534.000000 Penalty: 6036.137695
	Iteration 57Q: 3 clusters Score -2.139453e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191345 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -21394562.000000 Penalty: 6036.137695
	Iteration 58Q: 3 clusters Score -2.139456e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191359 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -21394594.000000 Penalty: 6036.137695
	Iteration 59Q: 3 clusters Score -2.139459e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191373 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -21394590.000000 Penalty: 6036.137695
	Iteration 60F: 3 clusters Score -2.139459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191383 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -21394588.000000 Penalty: 6036.137695
	Iteration 61Q: 3 clusters Score -2.139459e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191397 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -21394584.000000 Penalty: 6036.137695
	Iteration 62Q: 3 clusters Score -2.139458e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191413 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -21394582.000000 Penalty: 6036.137695
	Iteration 63Q: 3 clusters Score -2.139458e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191431 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -21394604.000000 Penalty: 6036.137695
	Iteration 64Q: 3 clusters Score -2.13946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191451 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -21394618.000000 Penalty: 6036.137695
	Iteration 65Q: 3 clusters Score -2.139462e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191465 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -21394634.000000 Penalty: 6036.137695
	Iteration 66Q: 3 clusters Score -2.139463e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191482 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -21394636.000000 Penalty: 6036.137695
	Iteration 67Q: 3 clusters Score -2.139464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191486 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -21394608.000000 Penalty: 6036.137695
	Iteration 68Q: 3 clusters Score -2.139461e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191492 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -21394630.000000 Penalty: 6036.137695
	Iteration 69Q: 3 clusters Score -2.139463e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191504 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -21394654.000000 Penalty: 6036.137695
	Iteration 70Q: 3 clusters Score -2.139465e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191515 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -21394660.000000 Penalty: 6036.137695
	Iteration 71Q: 3 clusters Score -2.139466e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191528 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -21394680.000000 Penalty: 6036.137695
	Iteration 72Q: 3 clusters Score -2.139468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191539 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -21394694.000000 Penalty: 6036.137695
	Iteration 73Q: 3 clusters Score -2.139469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191546 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -21394692.000000 Penalty: 6036.137695
	Iteration 74Q: 3 clusters Score -2.139469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191556 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -21394706.000000 Penalty: 6036.137695
	Iteration 75Q: 3 clusters Score -2.139471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191565 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -21394686.000000 Penalty: 6036.137695
	Iteration 76Q: 3 clusters Score -2.139469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191569 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -21394694.000000 Penalty: 6036.137695
	Iteration 77Q: 3 clusters Score -2.139469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191575 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -21394702.000000 Penalty: 6036.137695
	Iteration 78Q: 3 clusters Score -2.13947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191578 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -21394702.000000 Penalty: 6036.137695
	Iteration 79Q: 3 clusters Score -2.13947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191588 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -21394710.000000 Penalty: 6036.137695
	Iteration 80F: 3 clusters Score -2.139471e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191596 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -21394718.000000 Penalty: 6036.137695
	Iteration 81Q: 3 clusters Score -2.139472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191605 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -21394724.000000 Penalty: 6036.137695
	Iteration 82Q: 3 clusters Score -2.139472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191617 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -21394718.000000 Penalty: 6036.137695
	Iteration 83Q: 3 clusters Score -2.139472e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191618 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -21394734.000000 Penalty: 6036.137695
	Iteration 84Q: 3 clusters Score -2.139473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191625 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -21394726.000000 Penalty: 6036.137695
	Iteration 85Q: 3 clusters Score -2.139473e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191627 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -21394744.000000 Penalty: 6036.137695
	Iteration 86Q: 3 clusters Score -2.139474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191634 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -21394752.000000 Penalty: 6036.137695
	Iteration 87Q: 3 clusters Score -2.139475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191640 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -21394736.000000 Penalty: 6036.137695
	Iteration 88Q: 3 clusters Score -2.139474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191640 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -21394738.000000 Penalty: 6036.137695
	Iteration 89Q: 3 clusters Score -2.139474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191640 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -21394734.000000 Penalty: 6036.137695
	Iteration 90Q: 3 clusters Score -2.139473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191641 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -21394726.000000 Penalty: 6036.137695
	Iteration 91Q: 3 clusters Score -2.139473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191645 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -21394730.000000 Penalty: 6036.137695
	Iteration 92Q: 3 clusters Score -2.139473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191650 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -21394740.000000 Penalty: 6036.137695
	Iteration 93Q: 3 clusters Score -2.139474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191654 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -21394742.000000 Penalty: 6036.137695
	Iteration 94Q: 3 clusters Score -2.139474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191659 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -21394758.000000 Penalty: 6036.137695
	Iteration 95Q: 3 clusters Score -2.139476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191660 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21394764.000000 Penalty: 6036.137695
	Iteration 96Q: 3 clusters Score -2.139476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191660 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21394760.000000 Penalty: 6036.137695
	Iteration 97Q: 3 clusters Score -2.139476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191659 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -21394770.000000 Penalty: 6036.137695
	Iteration 98Q: 3 clusters Score -2.139477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191660 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21394766.000000 Penalty: 6036.137695
	Iteration 99Q: 3 clusters Score -2.139477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191659 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -21394766.000000 Penalty: 6036.137695
	Iteration 100F: 3 clusters Score -2.139477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191660 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21394770.000000 Penalty: 6036.137695
	Iteration 101Q: 3 clusters Score -2.139477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191661 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -21394770.000000 Penalty: 6036.137695
	Iteration 102Q: 3 clusters Score -2.139477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191661 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -21394770.000000 Penalty: 6036.137695
	Iteration 103F: 3 clusters Score -2.139477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -106329.773438 Penalty: 1715.836426
	Iteration 0F: 2 clusters Score -106329.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -104367.593750 Penalty: 3431.672852
	Iteration 0F: 3 clusters Score -104367.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -104604.257812 Penalty: 3431.672852
	Iteration 1F: 3 clusters Score -104604.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -104687.546875 Penalty: 3431.672852
	Iteration 2F: 3 clusters Score -104687.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -104722.531250 Penalty: 3431.672852
	Iteration 3Q: 3 clusters Score -104722.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -104759.382812 Penalty: 3431.672852
	Iteration 4Q: 3 clusters Score -104759.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -104790.890625 Penalty: 3431.672852
	Iteration 5Q: 3 clusters Score -104790.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -104811.382812 Penalty: 3431.672852
	Iteration 6Q: 3 clusters Score -104811.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -104826.750000 Penalty: 3431.672852
	Iteration 7Q: 3 clusters Score -104826.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -104840.648438 Penalty: 3431.672852
	Iteration 8Q: 3 clusters Score -104840.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104852.257812 Penalty: 3431.672852
	Iteration 9Q: 3 clusters Score -104852.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104862.203125 Penalty: 3431.672852
	Iteration 10Q: 3 clusters Score -104862.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -104872.093750 Penalty: 3431.672852
	Iteration 11Q: 3 clusters Score -104872.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104879.281250 Penalty: 3431.672852
	Iteration 12Q: 3 clusters Score -104879.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -104887.406250 Penalty: 3431.672852
	Iteration 13Q: 3 clusters Score -104887.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104895.601562 Penalty: 3431.672852
	Iteration 14Q: 3 clusters Score -104895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -104905.390625 Penalty: 3431.672852
	Iteration 15Q: 3 clusters Score -104905.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -104926.968750 Penalty: 3431.672852
	Iteration 16Q: 3 clusters Score -104927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104957.945312 Penalty: 3431.672852
	Iteration 17Q: 3 clusters Score -104957.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -104979.843750 Penalty: 3431.672852
	Iteration 18Q: 3 clusters Score -104979.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -104993.523438 Penalty: 3431.672852
	Iteration 19Q: 3 clusters Score -104993.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -105000.000000 Penalty: 3431.672852
	Iteration 20F: 3 clusters Score -105000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -105013.867188 Penalty: 3431.672852
	Iteration 21Q: 3 clusters Score -105013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105022.242188 Penalty: 3431.672852
	Iteration 22Q: 3 clusters Score -105022.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105032.054688 Penalty: 3431.672852
	Iteration 23Q: 3 clusters Score -105032.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105035.296875 Penalty: 3431.672852
	Iteration 24Q: 3 clusters Score -105035.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105035.296875 Penalty: 3431.672852
	Iteration 25F: 3 clusters Score -105035.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Entering Unmasked Estep 
Score: -226749.453125 Penalty: 1895.940063
	Iteration 0F: 2 clusters Score -226749.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -224060.984375 Penalty: 3791.880127
	Iteration 0F: 3 clusters Score -224061 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -224497.250000 Penalty: 3791.880127
	Iteration 1F: 3 clusters Score -224497.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -224602.828125 Penalty: 3791.880127
	Iteration 2F: 3 clusters Score -224602.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -224670.500000 Penalty: 3791.880127
	Iteration 3Q: 3 clusters Score -224670.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -224715.953125 Penalty: 3791.880127
	Iteration 4Q: 3 clusters Score -224716 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -224748.218750 Penalty: 3791.880127
	Iteration 5Q: 3 clusters Score -224748.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -224770.687500 Penalty: 3791.880127
	Iteration 6Q: 3 clusters Score -224770.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -224783.093750 Penalty: 3791.880127
	Iteration 7Q: 3 clusters Score -224783.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -224789.953125 Penalty: 3791.880127
	Iteration 8Q: 3 clusters Score -224790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -224798.343750 Penalty: 3791.880127
	Iteration 9Q: 3 clusters Score -224798.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -224803.656250 Penalty: 3791.880127
	Iteration 10Q: 3 clusters Score -224803.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -224805.906250 Penalty: 3791.880127
	Iteration 11Q: 3 clusters Score -224805.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -224806.718750 Penalty: 3791.880127
	Iteration 12Q: 3 clusters Score -224806.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -224806.515625 Penalty: 3791.880127
	Iteration 13Q: 3 clusters Score -224806.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -224808.031250 Penalty: 3791.880127
	Iteration 14Q: 3 clusters Score -224808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -224809.125000 Penalty: 3791.880127
	Iteration 15Q: 3 clusters Score -224809.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -224809.125000 Penalty: 3791.880127
	Iteration 16F: 3 clusters Score -224809.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Entering Unmasked Estep 
Score: -1696197.375000 Penalty: 2384.107178
	Iteration 0F: 2 clusters Score -1696197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1685396.625000 Penalty: 4768.214355
	Iteration 0F: 3 clusters Score -1685397 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1688729.500000 Penalty: 4768.214355
	Iteration 1F: 3 clusters Score -1688730 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1689098.000000 Penalty: 4768.214355
	Iteration 2F: 3 clusters Score -1689098 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1689392.625000 Penalty: 4768.214355
	Iteration 3F: 3 clusters Score -1689393 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1689646.875000 Penalty: 4768.214355
	Iteration 4Q: 3 clusters Score -1689647 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1689903.750000 Penalty: 4768.214355
	Iteration 5Q: 3 clusters Score -1689904 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1690189.375000 Penalty: 4768.214355
	Iteration 6Q: 3 clusters Score -1690189 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1690539.125000 Penalty: 4768.214355
	Iteration 7Q: 3 clusters Score -1690539 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1690995.625000 Penalty: 4768.214355
	Iteration 8Q: 3 clusters Score -1690996 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1691565.375000 Penalty: 4768.214355
	Iteration 9F: 3 clusters Score -1691565 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1692184.375000 Penalty: 4768.214355
	Iteration 10F: 3 clusters Score -1692184 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1692799.000000 Penalty: 4768.214355
	Iteration 11Q: 3 clusters Score -1692799 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1693260.875000 Penalty: 4768.214355
	Iteration 12Q: 3 clusters Score -1693261 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1693549.875000 Penalty: 4768.214355
	Iteration 13Q: 3 clusters Score -1693550 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1693728.375000 Penalty: 4768.214355
	Iteration 14Q: 3 clusters Score -1693728 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1693844.750000 Penalty: 4768.214355
	Iteration 15Q: 3 clusters Score -1693845 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1693920.750000 Penalty: 4768.214355
	Iteration 16Q: 3 clusters Score -1693921 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1693971.000000 Penalty: 4768.214355
	Iteration 17Q: 3 clusters Score -1693971 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1694012.375000 Penalty: 4768.214355
	Iteration 18Q: 3 clusters Score -1694012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1694042.375000 Penalty: 4768.214355
	Iteration 19Q: 3 clusters Score -1694042 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1694064.125000 Penalty: 4768.214355
	Iteration 20F: 3 clusters Score -1694064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1694082.500000 Penalty: 4768.214355
	Iteration 21Q: 3 clusters Score -1694082 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1694096.875000 Penalty: 4768.214355
	Iteration 22Q: 3 clusters Score -1694097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1694115.000000 Penalty: 4768.214355
	Iteration 23Q: 3 clusters Score -1694115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1694134.375000 Penalty: 4768.214355
	Iteration 24Q: 3 clusters Score -1694134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1694149.625000 Penalty: 4768.214355
	Iteration 25Q: 3 clusters Score -1694150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1694160.625000 Penalty: 4768.214355
	Iteration 26Q: 3 clusters Score -1694161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1694165.875000 Penalty: 4768.214355
	Iteration 27Q: 3 clusters Score -1694166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1694170.750000 Penalty: 4768.214355
	Iteration 28Q: 3 clusters Score -1694171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1694175.125000 Penalty: 4768.214355
	Iteration 29Q: 3 clusters Score -1694175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1694177.875000 Penalty: 4768.214355
	Iteration 30Q: 3 clusters Score -1694178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1694184.000000 Penalty: 4768.214355
	Iteration 31Q: 3 clusters Score -1694184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1694191.750000 Penalty: 4768.214355
	Iteration 32Q: 3 clusters Score -1694192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1694195.875000 Penalty: 4768.214355
	Iteration 33Q: 3 clusters Score -1694196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1694195.125000 Penalty: 4768.214355
	Iteration 34Q: 3 clusters Score -1694195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1694202.000000 Penalty: 4768.214355
	Iteration 35Q: 3 clusters Score -1694202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1694207.875000 Penalty: 4768.214355
	Iteration 36Q: 3 clusters Score -1694208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1694210.250000 Penalty: 4768.214355
	Iteration 37Q: 3 clusters Score -1694210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1694210.000000 Penalty: 4768.214355
	Iteration 38Q: 3 clusters Score -1694210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1694210.875000 Penalty: 4768.214355
	Iteration 39Q: 3 clusters Score -1694211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1694216.250000 Penalty: 4768.214355
	Iteration 40F: 3 clusters Score -1694216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1694217.625000 Penalty: 4768.214355
	Iteration 41Q: 3 clusters Score -1694218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1694218.000000 Penalty: 4768.214355
	Iteration 42Q: 3 clusters Score -1694218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1694221.000000 Penalty: 4768.214355
	Iteration 43Q: 3 clusters Score -1694221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1694222.875000 Penalty: 4768.214355
	Iteration 44Q: 3 clusters Score -1694223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1694228.625000 Penalty: 4768.214355
	Iteration 45Q: 3 clusters Score -1694229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1694230.250000 Penalty: 4768.214355
	Iteration 46Q: 3 clusters Score -1694230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1694231.875000 Penalty: 4768.214355
	Iteration 47Q: 3 clusters Score -1694232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1694238.625000 Penalty: 4768.214355
	Iteration 48Q: 3 clusters Score -1694239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1694240.250000 Penalty: 4768.214355
	Iteration 49Q: 3 clusters Score -1694240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1694242.125000 Penalty: 4768.214355
	Iteration 50Q: 3 clusters Score -1694242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1694245.750000 Penalty: 4768.214355
	Iteration 51Q: 3 clusters Score -1694246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1694245.375000 Penalty: 4768.214355
	Iteration 52Q: 3 clusters Score -1694245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1694247.750000 Penalty: 4768.214355
	Iteration 53Q: 3 clusters Score -1694248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1694249.500000 Penalty: 4768.214355
	Iteration 54Q: 3 clusters Score -1694250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1694250.000000 Penalty: 4768.214355
	Iteration 55Q: 3 clusters Score -1694250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1694250.875000 Penalty: 4768.214355
	Iteration 56Q: 3 clusters Score -1694251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1694250.875000 Penalty: 4768.214355
	Iteration 57F: 3 clusters Score -1694251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -69259.875000 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -69259.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67573.406250 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -67573.41 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67836.437500 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -67836.44 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67939.539062 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -67939.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67995.679688 Penalty: 3272.184082
	Iteration 3Q: 3 clusters Score -67995.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68037.882812 Penalty: 3272.184082
	Iteration 4Q: 3 clusters Score -68037.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68075.820312 Penalty: 3272.184082
	Iteration 5Q: 3 clusters Score -68075.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68100.000000 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -68100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68109.812500 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -68109.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -68120.890625 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -68120.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68136.406250 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -68136.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -68143.117188 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -68143.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68151.421875 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -68151.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68178.757812 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -68178.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68219.734375 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -68219.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68251.867188 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -68251.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -68294.968750 Penalty: 3272.184082
	Iteration 15Q: 3 clusters Score -68294.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -68326.679688 Penalty: 3272.184082
	Iteration 16Q: 3 clusters Score -68326.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68352.734375 Penalty: 3272.184082
	Iteration 17Q: 3 clusters Score -68352.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68376.914062 Penalty: 3272.184082
	Iteration 18Q: 3 clusters Score -68376.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -68425.414062 Penalty: 3272.184082
	Iteration 19Q: 3 clusters Score -68425.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68541.203125 Penalty: 3272.184082
	Iteration 20F: 3 clusters Score -68541.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -68745.867188 Penalty: 3272.184082
	Iteration 21Q: 3 clusters Score -68745.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68878.125000 Penalty: 3272.184082
	Iteration 22Q: 3 clusters Score -68878.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68974.445312 Penalty: 3272.184082
	Iteration 23Q: 3 clusters Score -68974.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69097.695312 Penalty: 3272.184082
	Iteration 24Q: 3 clusters Score -69097.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -69196.203125 Penalty: 3272.184082
	Iteration 25Q: 3 clusters Score -69196.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -69225.578125 Penalty: 3272.184082
	Iteration 26Q: 3 clusters Score -69225.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -69265.656250 Penalty: 3272.184082
	Iteration 27Q: 3 clusters Score -69265.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -69334.546875 Penalty: 3272.184082
	Iteration 28Q: 3 clusters Score -69334.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69490.500000 Penalty: 3272.184082
	Iteration 29Q: 3 clusters Score -69490.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -70027.125000 Penalty: 3272.184082
	Iteration 30Q: 3 clusters Score -70027.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70031.140625 Penalty: 3272.184082
	Iteration 31Q: 3 clusters Score -70031.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70031.140625 Penalty: 3272.184082
	Iteration 32F: 3 clusters Score -70031.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171062 members 
Mstep: Class 2 contains 115624 members 
Mstep: Class 3 contains 50375 members 
Mstep: Class 4 contains 47734 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 63372 members 
Mstep: Class 7 contains 34465 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 192843 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 14963 members 
Mstep: Class 14 contains 439 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 90453 members 
Mstep: Class 17 contains 25495 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 7318 members 
Mstep: Class 23 contains 21727 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Mstep: Class 26 contains 294 members 
Entering Unmasked Estep 
Score: -98117248.000000 Penalty: 88410.296875
Splitting cluster 14 changes total score from -98118192.000000 to -98117248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (28885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Entering Unmasked Estep 
Score: -3022180.000000 Penalty: 2547.227295
	Iteration 0F: 2 clusters Score -3022180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3002314.750000 Penalty: 5094.454590
	Iteration 0F: 3 clusters Score -3002315 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3009363.500000 Penalty: 5094.454590
	Iteration 1F: 3 clusters Score -3009364 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3009896.750000 Penalty: 5094.454590
	Iteration 2Q: 3 clusters Score -3009897 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3010386.750000 Penalty: 5094.454590
	Iteration 3Q: 3 clusters Score -3010387 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3010922.750000 Penalty: 5094.454590
	Iteration 4Q: 3 clusters Score -3010923 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -3011464.750000 Penalty: 5094.454590
	Iteration 5Q: 3 clusters Score -3011465 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -3012017.000000 Penalty: 5094.454590
	Iteration 6Q: 3 clusters Score -3012017 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3012642.250000 Penalty: 5094.454590
	Iteration 7Q: 3 clusters Score -3012642 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3013313.000000 Penalty: 5094.454590
	Iteration 8Q: 3 clusters Score -3013313 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -3014052.750000 Penalty: 5094.454590
	Iteration 9Q: 3 clusters Score -3014053 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3014893.250000 Penalty: 5094.454590
	Iteration 10Q: 3 clusters Score -3014893 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -3015764.250000 Penalty: 5094.454590
	Iteration 11Q: 3 clusters Score -3015764 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -3016610.250000 Penalty: 5094.454590
	Iteration 12Q: 3 clusters Score -3016610 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3017424.000000 Penalty: 5094.454590
	Iteration 13Q: 3 clusters Score -3017424 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -3018124.750000 Penalty: 5094.454590
	Iteration 14Q: 3 clusters Score -3018125 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3018687.750000 Penalty: 5094.454590
	Iteration 15Q: 3 clusters Score -3018688 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -3019158.500000 Penalty: 5094.454590
	Iteration 16Q: 3 clusters Score -3019158 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3019506.250000 Penalty: 5094.454590
	Iteration 17Q: 3 clusters Score -3019506 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3019728.000000 Penalty: 5094.454590
	Iteration 18Q: 3 clusters Score -3019728 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3019878.000000 Penalty: 5094.454590
	Iteration 19Q: 3 clusters Score -3019878 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -3019979.500000 Penalty: 5094.454590
	Iteration 20F: 3 clusters Score -3019980 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -3020059.750000 Penalty: 5094.454590
	Iteration 21Q: 3 clusters Score -3020060 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -3020119.250000 Penalty: 5094.454590
	Iteration 22Q: 3 clusters Score -3020119 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -3020176.250000 Penalty: 5094.454590
	Iteration 23Q: 3 clusters Score -3020176 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -3020214.250000 Penalty: 5094.454590
	Iteration 24Q: 3 clusters Score -3020214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3020237.500000 Penalty: 5094.454590
	Iteration 25Q: 3 clusters Score -3020238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -3020258.750000 Penalty: 5094.454590
	Iteration 26Q: 3 clusters Score -3020259 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3020276.250000 Penalty: 5094.454590
	Iteration 27Q: 3 clusters Score -3020276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -3020278.500000 Penalty: 5094.454590
	Iteration 28Q: 3 clusters Score -3020278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -3020284.250000 Penalty: 5094.454590
	Iteration 29Q: 3 clusters Score -3020284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3020291.000000 Penalty: 5094.454590
	Iteration 30Q: 3 clusters Score -3020291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -3020300.750000 Penalty: 5094.454590
	Iteration 31Q: 3 clusters Score -3020301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -3020317.000000 Penalty: 5094.454590
	Iteration 32Q: 3 clusters Score -3020317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -3020318.250000 Penalty: 5094.454590
	Iteration 33Q: 3 clusters Score -3020318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -3020324.750000 Penalty: 5094.454590
	Iteration 34Q: 3 clusters Score -3020325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3020329.500000 Penalty: 5094.454590
	Iteration 35Q: 3 clusters Score -3020330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -3020334.000000 Penalty: 5094.454590
	Iteration 36Q: 3 clusters Score -3020334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -3020338.000000 Penalty: 5094.454590
	Iteration 37Q: 3 clusters Score -3020338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -3020346.250000 Penalty: 5094.454590
	Iteration 38Q: 3 clusters Score -3020346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -3020351.750000 Penalty: 5094.454590
	Iteration 39Q: 3 clusters Score -3020352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -3020354.500000 Penalty: 5094.454590
	Iteration 40F: 3 clusters Score -3020354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -3020356.750000 Penalty: 5094.454590
	Iteration 41Q: 3 clusters Score -3020357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3020359.000000 Penalty: 5094.454590
	Iteration 42Q: 3 clusters Score -3020359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -3020357.000000 Penalty: 5094.454590
	Iteration 43Q: 3 clusters Score -3020357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3020358.750000 Penalty: 5094.454590
	Iteration 44Q: 3 clusters Score -3020359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -3020362.750000 Penalty: 5094.454590
	Iteration 45Q: 3 clusters Score -3020363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -3020361.500000 Penalty: 5094.454590
	Iteration 46Q: 3 clusters Score -3020362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3020360.500000 Penalty: 5094.454590
	Iteration 47Q: 3 clusters Score -3020360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -3020365.750000 Penalty: 5094.454590
	Iteration 48Q: 3 clusters Score -3020366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -3020365.000000 Penalty: 5094.454590
	Iteration 49Q: 3 clusters Score -3020365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -3020368.000000 Penalty: 5094.454590
	Iteration 50Q: 3 clusters Score -3020368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -3020368.500000 Penalty: 5094.454590
	Iteration 51Q: 3 clusters Score -3020368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3020370.000000 Penalty: 5094.454590
	Iteration 52Q: 3 clusters Score -3020370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -3020370.750000 Penalty: 5094.454590
	Iteration 53Q: 3 clusters Score -3020371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3020371.000000 Penalty: 5094.454590
	Iteration 54Q: 3 clusters Score -3020371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -3020371.000000 Penalty: 5094.454590
	Iteration 55F: 3 clusters Score -3020371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (90453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90453 members 
Entering Unmasked Estep 
Score: -10236530.000000 Penalty: 2830.321045
	Iteration 0F: 2 clusters Score -1.023653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -10175833.000000 Penalty: 5660.642090
	Iteration 0F: 3 clusters Score -1.017583e+07 nChanged 42821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -10200162.000000 Penalty: 5660.642090
	Iteration 1F: 3 clusters Score -1.020016e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -10201142.000000 Penalty: 5660.642090
	Iteration 2Q: 3 clusters Score -1.020114e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -10202393.000000 Penalty: 5660.642090
	Iteration 3Q: 3 clusters Score -1.020239e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -10204007.000000 Penalty: 5660.642090
	Iteration 4Q: 3 clusters Score -1.020401e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -10205848.000000 Penalty: 5660.642090
	Iteration 5Q: 3 clusters Score -1.020585e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -10208244.000000 Penalty: 5660.642090
	Iteration 6Q: 3 clusters Score -1.020824e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -10210969.000000 Penalty: 5660.642090
	Iteration 7Q: 3 clusters Score -1.021097e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59662 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -10214148.000000 Penalty: 5660.642090
	Iteration 8F: 3 clusters Score -1.021415e+07 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -10217384.000000 Penalty: 5660.642090
	Iteration 9F: 3 clusters Score -1.021738e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66858 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -10220475.000000 Penalty: 5660.642090
	Iteration 10F: 3 clusters Score -1.022048e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70068 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -10222933.000000 Penalty: 5660.642090
	Iteration 11Q: 3 clusters Score -1.022293e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72871 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -10224965.000000 Penalty: 5660.642090
	Iteration 12Q: 3 clusters Score -1.022496e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75311 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -10226550.000000 Penalty: 5660.642090
	Iteration 13Q: 3 clusters Score -1.022655e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -10227687.000000 Penalty: 5660.642090
	Iteration 14Q: 3 clusters Score -1.022769e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -10228689.000000 Penalty: 5660.642090
	Iteration 15Q: 3 clusters Score -1.022869e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -10229665.000000 Penalty: 5660.642090
	Iteration 16Q: 3 clusters Score -1.022966e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82446 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -10230420.000000 Penalty: 5660.642090
	Iteration 17Q: 3 clusters Score -1.023042e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83784 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -10231142.000000 Penalty: 5660.642090
	Iteration 18Q: 3 clusters Score -1.023114e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84904 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -10231706.000000 Penalty: 5660.642090
	Iteration 19Q: 3 clusters Score -1.023171e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85867 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -10232255.000000 Penalty: 5660.642090
	Iteration 20F: 3 clusters Score -1.023226e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86664 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -10232630.000000 Penalty: 5660.642090
	Iteration 21Q: 3 clusters Score -1.023263e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87275 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -10233007.000000 Penalty: 5660.642090
	Iteration 22Q: 3 clusters Score -1.023301e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -10233287.000000 Penalty: 5660.642090
	Iteration 23Q: 3 clusters Score -1.023329e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88174 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -10233426.000000 Penalty: 5660.642090
	Iteration 24Q: 3 clusters Score -1.023343e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -10233579.000000 Penalty: 5660.642090
	Iteration 25Q: 3 clusters Score -1.023358e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88674 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -10233649.000000 Penalty: 5660.642090
	Iteration 26Q: 3 clusters Score -1.023365e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88837 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -10233756.000000 Penalty: 5660.642090
	Iteration 27Q: 3 clusters Score -1.023376e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88982 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -10233820.000000 Penalty: 5660.642090
	Iteration 28Q: 3 clusters Score -1.023382e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89090 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -10233894.000000 Penalty: 5660.642090
	Iteration 29Q: 3 clusters Score -1.023389e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89167 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -10233934.000000 Penalty: 5660.642090
	Iteration 30Q: 3 clusters Score -1.023393e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89230 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -10233970.000000 Penalty: 5660.642090
	Iteration 31Q: 3 clusters Score -1.023397e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89281 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10233996.000000 Penalty: 5660.642090
	Iteration 32Q: 3 clusters Score -1.0234e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -10233994.000000 Penalty: 5660.642090
	Iteration 33Q: 3 clusters Score -1.023399e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10234019.000000 Penalty: 5660.642090
	Iteration 34Q: 3 clusters Score -1.023402e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89379 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -10234026.000000 Penalty: 5660.642090
	Iteration 35Q: 3 clusters Score -1.023403e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89394 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10234036.000000 Penalty: 5660.642090
	Iteration 36Q: 3 clusters Score -1.023404e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89405 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10234042.000000 Penalty: 5660.642090
	Iteration 37Q: 3 clusters Score -1.023404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10234057.000000 Penalty: 5660.642090
	Iteration 38Q: 3 clusters Score -1.023406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89417 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -10234058.000000 Penalty: 5660.642090
	Iteration 39Q: 3 clusters Score -1.023406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89423 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -10234064.000000 Penalty: 5660.642090
	Iteration 40F: 3 clusters Score -1.023406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89428 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -10234057.000000 Penalty: 5660.642090
	Iteration 41Q: 3 clusters Score -1.023406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10234047.000000 Penalty: 5660.642090
	Iteration 42Q: 3 clusters Score -1.023405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89437 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -10234051.000000 Penalty: 5660.642090
	Iteration 43Q: 3 clusters Score -1.023405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89441 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10234059.000000 Penalty: 5660.642090
	Iteration 44Q: 3 clusters Score -1.023406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89442 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10234062.000000 Penalty: 5660.642090
	Iteration 45Q: 3 clusters Score -1.023406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89442 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10234062.000000 Penalty: 5660.642090
	Iteration 46F: 3 clusters Score -1.023406e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Entering Unmasked Estep 
Score: -2867553.500000 Penalty: 2516.266846
	Iteration 0F: 2 clusters Score -2867554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -2849885.250000 Penalty: 5032.533691
	Iteration 0F: 3 clusters Score -2849885 nChanged 11425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2855959.000000 Penalty: 5032.533691
	Iteration 1F: 3 clusters Score -2855959 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2856408.000000 Penalty: 5032.533691
	Iteration 2F: 3 clusters Score -2856408 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2856831.750000 Penalty: 5032.533691
	Iteration 3Q: 3 clusters Score -2856832 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2857248.250000 Penalty: 5032.533691
	Iteration 4Q: 3 clusters Score -2857248 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2857701.750000 Penalty: 5032.533691
	Iteration 5Q: 3 clusters Score -2857702 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2858234.250000 Penalty: 5032.533691
	Iteration 6Q: 3 clusters Score -2858234 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2858824.000000 Penalty: 5032.533691
	Iteration 7Q: 3 clusters Score -2858824 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2859577.250000 Penalty: 5032.533691
	Iteration 8F: 3 clusters Score -2859577 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2860498.500000 Penalty: 5032.533691
	Iteration 9F: 3 clusters Score -2860498 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2861573.500000 Penalty: 5032.533691
	Iteration 10F: 3 clusters Score -2861574 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2862693.750000 Penalty: 5032.533691
	Iteration 11F: 3 clusters Score -2862694 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2863650.000000 Penalty: 5032.533691
	Iteration 12Q: 3 clusters Score -2863650 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -2864468.250000 Penalty: 5032.533691
	Iteration 13Q: 3 clusters Score -2864468 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2865008.000000 Penalty: 5032.533691
	Iteration 14Q: 3 clusters Score -2865008 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -2865282.750000 Penalty: 5032.533691
	Iteration 15Q: 3 clusters Score -2865283 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -2865465.750000 Penalty: 5032.533691
	Iteration 16Q: 3 clusters Score -2865466 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -2865558.250000 Penalty: 5032.533691
	Iteration 17Q: 3 clusters Score -2865558 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -2865612.250000 Penalty: 5032.533691
	Iteration 18Q: 3 clusters Score -2865612 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -2865646.750000 Penalty: 5032.533691
	Iteration 19Q: 3 clusters Score -2865647 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -2865675.250000 Penalty: 5032.533691
	Iteration 20F: 3 clusters Score -2865675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -2865686.500000 Penalty: 5032.533691
	Iteration 21Q: 3 clusters Score -2865686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -2865696.250000 Penalty: 5032.533691
	Iteration 22Q: 3 clusters Score -2865696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -2865711.000000 Penalty: 5032.533691
	Iteration 23Q: 3 clusters Score -2865711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -2865720.500000 Penalty: 5032.533691
	Iteration 24Q: 3 clusters Score -2865720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -2865736.000000 Penalty: 5032.533691
	Iteration 25Q: 3 clusters Score -2865736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -2865747.500000 Penalty: 5032.533691
	Iteration 26Q: 3 clusters Score -2865748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2865751.500000 Penalty: 5032.533691
	Iteration 27Q: 3 clusters Score -2865752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -2865756.500000 Penalty: 5032.533691
	Iteration 28Q: 3 clusters Score -2865756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -2865768.250000 Penalty: 5032.533691
	Iteration 29Q: 3 clusters Score -2865768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -2865769.500000 Penalty: 5032.533691
	Iteration 30Q: 3 clusters Score -2865770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -2865775.250000 Penalty: 5032.533691
	Iteration 31Q: 3 clusters Score -2865775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -2865775.250000 Penalty: 5032.533691
	Iteration 32Q: 3 clusters Score -2865775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -2865776.500000 Penalty: 5032.533691
	Iteration 33Q: 3 clusters Score -2865776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -2865775.000000 Penalty: 5032.533691
	Iteration 34Q: 3 clusters Score -2865775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -2865775.000000 Penalty: 5032.533691
	Iteration 35Q: 3 clusters Score -2865775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -2865775.000000 Penalty: 5032.533691
	Iteration 36F: 3 clusters Score -2865775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Entering Unmasked Estep 
Score: -869096.187500 Penalty: 2225.987549
	Iteration 0F: 2 clusters Score -869096.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -862709.500000 Penalty: 4451.975098
	Iteration 0F: 3 clusters Score -862709.5 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -864481.312500 Penalty: 4451.975098
	Iteration 1F: 3 clusters Score -864481.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -864733.125000 Penalty: 4451.975098
	Iteration 2F: 3 clusters Score -864733.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -864881.812500 Penalty: 4451.975098
	Iteration 3Q: 3 clusters Score -864881.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -864978.625000 Penalty: 4451.975098
	Iteration 4Q: 3 clusters Score -864978.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -865043.875000 Penalty: 4451.975098
	Iteration 5Q: 3 clusters Score -865043.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -865093.687500 Penalty: 4451.975098
	Iteration 6Q: 3 clusters Score -865093.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -865131.375000 Penalty: 4451.975098
	Iteration 7Q: 3 clusters Score -865131.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -865168.312500 Penalty: 4451.975098
	Iteration 8Q: 3 clusters Score -865168.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -865199.062500 Penalty: 4451.975098
	Iteration 9Q: 3 clusters Score -865199.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -865229.875000 Penalty: 4451.975098
	Iteration 10Q: 3 clusters Score -865229.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -865277.937500 Penalty: 4451.975098
	Iteration 11Q: 3 clusters Score -865277.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -865354.250000 Penalty: 4451.975098
	Iteration 12Q: 3 clusters Score -865354.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -865448.812500 Penalty: 4451.975098
	Iteration 13Q: 3 clusters Score -865448.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -865563.687500 Penalty: 4451.975098
	Iteration 14Q: 3 clusters Score -865563.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -865682.562500 Penalty: 4451.975098
	Iteration 15Q: 3 clusters Score -865682.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -865807.750000 Penalty: 4451.975098
	Iteration 16Q: 3 clusters Score -865807.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -865955.187500 Penalty: 4451.975098
	Iteration 17Q: 3 clusters Score -865955.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -866126.250000 Penalty: 4451.975098
	Iteration 18Q: 3 clusters Score -866126.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -866299.312500 Penalty: 4451.975098
	Iteration 19Q: 3 clusters Score -866299.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -866477.562500 Penalty: 4451.975098
	Iteration 20F: 3 clusters Score -866477.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -866672.625000 Penalty: 4451.975098
	Iteration 21Q: 3 clusters Score -866672.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -866816.000000 Penalty: 4451.975098
	Iteration 22Q: 3 clusters Score -866816 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -866921.125000 Penalty: 4451.975098
	Iteration 23Q: 3 clusters Score -866921.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -866983.187500 Penalty: 4451.975098
	Iteration 24Q: 3 clusters Score -866983.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -867037.250000 Penalty: 4451.975098
	Iteration 25Q: 3 clusters Score -867037.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -867084.500000 Penalty: 4451.975098
	Iteration 26Q: 3 clusters Score -867084.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -867114.625000 Penalty: 4451.975098
	Iteration 27Q: 3 clusters Score -867114.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -867138.750000 Penalty: 4451.975098
	Iteration 28Q: 3 clusters Score -867138.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -867154.625000 Penalty: 4451.975098
	Iteration 29Q: 3 clusters Score -867154.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -867167.687500 Penalty: 4451.975098
	Iteration 30Q: 3 clusters Score -867167.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -867176.562500 Penalty: 4451.975098
	Iteration 31Q: 3 clusters Score -867176.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -867183.562500 Penalty: 4451.975098
	Iteration 32Q: 3 clusters Score -867183.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -867190.750000 Penalty: 4451.975098
	Iteration 33Q: 3 clusters Score -867190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -867192.875000 Penalty: 4451.975098
	Iteration 34Q: 3 clusters Score -867192.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -867198.062500 Penalty: 4451.975098
	Iteration 35Q: 3 clusters Score -867198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -867202.312500 Penalty: 4451.975098
	Iteration 36Q: 3 clusters Score -867202.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -867207.750000 Penalty: 4451.975098
	Iteration 37Q: 3 clusters Score -867207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -867209.125000 Penalty: 4451.975098
	Iteration 38Q: 3 clusters Score -867209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -867209.437500 Penalty: 4451.975098
	Iteration 39Q: 3 clusters Score -867209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -867211.250000 Penalty: 4451.975098
	Iteration 40F: 3 clusters Score -867211.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -84754.757812 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -84754.76 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 448 members 
Entering Unmasked Estep 
Score: -82982.093750 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -82982.09 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -83409.687500 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -83409.69 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -83617.953125 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -83617.95 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83733.195312 Penalty: 3368.445801
	Iteration 3F: 3 clusters Score -83733.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83817.343750 Penalty: 3368.445801
	Iteration 4Q: 3 clusters Score -83817.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -83868.648438 Penalty: 3368.445801
	Iteration 5Q: 3 clusters Score -83868.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83934.585938 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -83934.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -84016.476562 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -84016.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -84114.562500 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -84114.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -84244.351562 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -84244.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84368.914062 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -84368.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84450.320312 Penalty: 3368.445801
	Iteration 11Q: 3 clusters Score -84450.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84471.640625 Penalty: 3368.445801
	Iteration 12Q: 3 clusters Score -84471.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84477.953125 Penalty: 3368.445801
	Iteration 13Q: 3 clusters Score -84477.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84481.257812 Penalty: 3368.445801
	Iteration 14Q: 3 clusters Score -84481.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84483.601562 Penalty: 3368.445801
	Iteration 15Q: 3 clusters Score -84483.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84483.601562 Penalty: 3368.445801
	Iteration 16F: 3 clusters Score -84483.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Entering Unmasked Estep 
Score: -285076.093750 Penalty: 1948.751221
	Iteration 0F: 2 clusters Score -285076.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -282090.000000 Penalty: 3897.502441
	Iteration 0F: 3 clusters Score -282090 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -282602.281250 Penalty: 3897.502441
	Iteration 1F: 3 clusters Score -282602.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -282743.437500 Penalty: 3897.502441
	Iteration 2F: 3 clusters Score -282743.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -282819.062500 Penalty: 3897.502441
	Iteration 3Q: 3 clusters Score -282819.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -282877.656250 Penalty: 3897.502441
	Iteration 4Q: 3 clusters Score -282877.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -282910.125000 Penalty: 3897.502441
	Iteration 5Q: 3 clusters Score -282910.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -282925.843750 Penalty: 3897.502441
	Iteration 6Q: 3 clusters Score -282925.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -282941.406250 Penalty: 3897.502441
	Iteration 7Q: 3 clusters Score -282941.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -282958.531250 Penalty: 3897.502441
	Iteration 8Q: 3 clusters Score -282958.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -282987.625000 Penalty: 3897.502441
	Iteration 9Q: 3 clusters Score -282987.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -283030.812500 Penalty: 3897.502441
	Iteration 10Q: 3 clusters Score -283030.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -283073.437500 Penalty: 3897.502441
	Iteration 11Q: 3 clusters Score -283073.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -283106.125000 Penalty: 3897.502441
	Iteration 12Q: 3 clusters Score -283106.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -283135.375000 Penalty: 3897.502441
	Iteration 13Q: 3 clusters Score -283135.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -283169.937500 Penalty: 3897.502441
	Iteration 14Q: 3 clusters Score -283169.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -283208.562500 Penalty: 3897.502441
	Iteration 15Q: 3 clusters Score -283208.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -283243.093750 Penalty: 3897.502441
	Iteration 16Q: 3 clusters Score -283243.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -283288.406250 Penalty: 3897.502441
	Iteration 17Q: 3 clusters Score -283288.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -283348.375000 Penalty: 3897.502441
	Iteration 18Q: 3 clusters Score -283348.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -283446.218750 Penalty: 3897.502441
	Iteration 19Q: 3 clusters Score -283446.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -283552.812500 Penalty: 3897.502441
	Iteration 20F: 3 clusters Score -283552.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -283673.968750 Penalty: 3897.502441
	Iteration 21Q: 3 clusters Score -283674 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -283806.593750 Penalty: 3897.502441
	Iteration 22Q: 3 clusters Score -283806.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -283927.593750 Penalty: 3897.502441
	Iteration 23Q: 3 clusters Score -283927.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -284004.656250 Penalty: 3897.502441
	Iteration 24Q: 3 clusters Score -284004.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -284069.656250 Penalty: 3897.502441
	Iteration 25Q: 3 clusters Score -284069.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -284153.031250 Penalty: 3897.502441
	Iteration 26Q: 3 clusters Score -284153 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -284263.250000 Penalty: 3897.502441
	Iteration 27Q: 3 clusters Score -284263.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -284393.937500 Penalty: 3897.502441
	Iteration 28Q: 3 clusters Score -284393.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -284503.968750 Penalty: 3897.502441
	Iteration 29Q: 3 clusters Score -284504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -284575.187500 Penalty: 3897.502441
	Iteration 30Q: 3 clusters Score -284575.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -284607.343750 Penalty: 3897.502441
	Iteration 31Q: 3 clusters Score -284607.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -284616.843750 Penalty: 3897.502441
	Iteration 32Q: 3 clusters Score -284616.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -284619.375000 Penalty: 3897.502441
	Iteration 33Q: 3 clusters Score -284619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -284620.281250 Penalty: 3897.502441
	Iteration 34Q: 3 clusters Score -284620.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -284620.281250 Penalty: 3897.502441
	Iteration 35F: 3 clusters Score -284620.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Entering Unmasked Estep 
Score: -1011516.250000 Penalty: 2257.842041
	Iteration 0F: 2 clusters Score -1011516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1004506.312500 Penalty: 4515.684082
	Iteration 0F: 3 clusters Score -1004506 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1006438.312500 Penalty: 4515.684082
	Iteration 1F: 3 clusters Score -1006438 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1006675.125000 Penalty: 4515.684082
	Iteration 2F: 3 clusters Score -1006675 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1006859.875000 Penalty: 4515.684082
	Iteration 3Q: 3 clusters Score -1006860 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1007011.437500 Penalty: 4515.684082
	Iteration 4Q: 3 clusters Score -1007011 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1007168.187500 Penalty: 4515.684082
	Iteration 5Q: 3 clusters Score -1007168 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1007331.375000 Penalty: 4515.684082
	Iteration 6Q: 3 clusters Score -1007331 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1007528.187500 Penalty: 4515.684082
	Iteration 7Q: 3 clusters Score -1007528 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1007759.375000 Penalty: 4515.684082
	Iteration 8Q: 3 clusters Score -1007759 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1008025.187500 Penalty: 4515.684082
	Iteration 9Q: 3 clusters Score -1008025 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1008264.750000 Penalty: 4515.684082
	Iteration 10Q: 3 clusters Score -1008265 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1008499.937500 Penalty: 4515.684082
	Iteration 11Q: 3 clusters Score -1008500 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1008715.375000 Penalty: 4515.684082
	Iteration 12Q: 3 clusters Score -1008715 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1008923.750000 Penalty: 4515.684082
	Iteration 13Q: 3 clusters Score -1008924 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1009101.437500 Penalty: 4515.684082
	Iteration 14Q: 3 clusters Score -1009101 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1009243.125000 Penalty: 4515.684082
	Iteration 15Q: 3 clusters Score -1009243 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1009353.250000 Penalty: 4515.684082
	Iteration 16Q: 3 clusters Score -1009353 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1009445.875000 Penalty: 4515.684082
	Iteration 17Q: 3 clusters Score -1009446 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1009501.875000 Penalty: 4515.684082
	Iteration 18Q: 3 clusters Score -1009502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1009547.250000 Penalty: 4515.684082
	Iteration 19Q: 3 clusters Score -1009547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1009574.375000 Penalty: 4515.684082
	Iteration 20F: 3 clusters Score -1009574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1009590.000000 Penalty: 4515.684082
	Iteration 21Q: 3 clusters Score -1009590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1009601.500000 Penalty: 4515.684082
	Iteration 22Q: 3 clusters Score -1009602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1009609.000000 Penalty: 4515.684082
	Iteration 23Q: 3 clusters Score -1009609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1009617.937500 Penalty: 4515.684082
	Iteration 24Q: 3 clusters Score -1009618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1009621.812500 Penalty: 4515.684082
	Iteration 25Q: 3 clusters Score -1009622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1009627.562500 Penalty: 4515.684082
	Iteration 26Q: 3 clusters Score -1009628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1009634.625000 Penalty: 4515.684082
	Iteration 27Q: 3 clusters Score -1009635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1009637.937500 Penalty: 4515.684082
	Iteration 28Q: 3 clusters Score -1009638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1009641.562500 Penalty: 4515.684082
	Iteration 29Q: 3 clusters Score -1009642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1009643.750000 Penalty: 4515.684082
	Iteration 30Q: 3 clusters Score -1009644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1009645.687500 Penalty: 4515.684082
	Iteration 31Q: 3 clusters Score -1009646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1009646.937500 Penalty: 4515.684082
	Iteration 32Q: 3 clusters Score -1009647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1009646.937500 Penalty: 4515.684082
	Iteration 33F: 3 clusters Score -1009647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Entering Unmasked Estep 
Score: -697776.750000 Penalty: 2206.726807
	Iteration 0F: 2 clusters Score -697776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -691939.625000 Penalty: 4413.453613
	Iteration 0F: 3 clusters Score -691939.6 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -693690.437500 Penalty: 4413.453613
	Iteration 1F: 3 clusters Score -693690.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -694184.062500 Penalty: 4413.453613
	Iteration 2F: 3 clusters Score -694184.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -694766.687500 Penalty: 4413.453613
	Iteration 3F: 3 clusters Score -694766.7 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -695399.125000 Penalty: 4413.453613
	Iteration 4F: 3 clusters Score -695399.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -696028.937500 Penalty: 4413.453613
	Iteration 5F: 3 clusters Score -696028.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -696595.250000 Penalty: 4413.453613
	Iteration 6F: 3 clusters Score -696595.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -697006.437500 Penalty: 4413.453613
	Iteration 7F: 3 clusters Score -697006.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -697297.187500 Penalty: 4413.453613
	Iteration 8Q: 3 clusters Score -697297.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -697502.687500 Penalty: 4413.453613
	Iteration 9Q: 3 clusters Score -697502.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -697631.375000 Penalty: 4413.453613
	Iteration 10Q: 3 clusters Score -697631.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -697692.250000 Penalty: 4413.453613
	Iteration 11Q: 3 clusters Score -697692.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -697740.937500 Penalty: 4413.453613
	Iteration 12Q: 3 clusters Score -697740.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -697769.937500 Penalty: 4413.453613
	Iteration 13Q: 3 clusters Score -697769.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -697788.187500 Penalty: 4413.453613
	Iteration 14Q: 3 clusters Score -697788.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -697800.375000 Penalty: 4413.453613
	Iteration 15Q: 3 clusters Score -697800.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -697816.812500 Penalty: 4413.453613
	Iteration 16Q: 3 clusters Score -697816.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -697827.625000 Penalty: 4413.453613
	Iteration 17Q: 3 clusters Score -697827.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -697837.812500 Penalty: 4413.453613
	Iteration 18Q: 3 clusters Score -697837.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -697846.375000 Penalty: 4413.453613
	Iteration 19Q: 3 clusters Score -697846.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -697859.187500 Penalty: 4413.453613
	Iteration 20F: 3 clusters Score -697859.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -697867.125000 Penalty: 4413.453613
	Iteration 21Q: 3 clusters Score -697867.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -697878.187500 Penalty: 4413.453613
	Iteration 22Q: 3 clusters Score -697878.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -697886.437500 Penalty: 4413.453613
	Iteration 23Q: 3 clusters Score -697886.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -697894.625000 Penalty: 4413.453613
	Iteration 24Q: 3 clusters Score -697894.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -697906.937500 Penalty: 4413.453613
	Iteration 25Q: 3 clusters Score -697906.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -697915.250000 Penalty: 4413.453613
	Iteration 26Q: 3 clusters Score -697915.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -697922.125000 Penalty: 4413.453613
	Iteration 27Q: 3 clusters Score -697922.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -697935.312500 Penalty: 4413.453613
	Iteration 28Q: 3 clusters Score -697935.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -697957.312500 Penalty: 4413.453613
	Iteration 29Q: 3 clusters Score -697957.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -697995.875000 Penalty: 4413.453613
	Iteration 30Q: 3 clusters Score -697995.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -698050.062500 Penalty: 4413.453613
	Iteration 31Q: 3 clusters Score -698050.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -698100.375000 Penalty: 4413.453613
	Iteration 32Q: 3 clusters Score -698100.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -698152.125000 Penalty: 4413.453613
	Iteration 33Q: 3 clusters Score -698152.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -698207.687500 Penalty: 4413.453613
	Iteration 34Q: 3 clusters Score -698207.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -698269.312500 Penalty: 4413.453613
	Iteration 35Q: 3 clusters Score -698269.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -698328.750000 Penalty: 4413.453613
	Iteration 36Q: 3 clusters Score -698328.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -698384.062500 Penalty: 4413.453613
	Iteration 37Q: 3 clusters Score -698384.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -698428.000000 Penalty: 4413.453613
	Iteration 38Q: 3 clusters Score -698428 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -698457.187500 Penalty: 4413.453613
	Iteration 39Q: 3 clusters Score -698457.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -698484.812500 Penalty: 4413.453613
	Iteration 40F: 3 clusters Score -698484.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -698503.250000 Penalty: 4413.453613
	Iteration 41Q: 3 clusters Score -698503.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -698523.812500 Penalty: 4413.453613
	Iteration 42Q: 3 clusters Score -698523.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -698544.812500 Penalty: 4413.453613
	Iteration 43Q: 3 clusters Score -698544.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -698574.437500 Penalty: 4413.453613
	Iteration 44Q: 3 clusters Score -698574.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -698611.250000 Penalty: 4413.453613
	Iteration 45Q: 3 clusters Score -698611.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -698646.625000 Penalty: 4413.453613
	Iteration 46Q: 3 clusters Score -698646.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -698687.812500 Penalty: 4413.453613
	Iteration 47Q: 3 clusters Score -698687.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -698730.812500 Penalty: 4413.453613
	Iteration 48Q: 3 clusters Score -698730.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -698764.812500 Penalty: 4413.453613
	Iteration 49Q: 3 clusters Score -698764.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -698798.312500 Penalty: 4413.453613
	Iteration 50Q: 3 clusters Score -698798.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -698837.062500 Penalty: 4413.453613
	Iteration 51Q: 3 clusters Score -698837.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -698864.375000 Penalty: 4413.453613
	Iteration 52Q: 3 clusters Score -698864.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -698885.250000 Penalty: 4413.453613
	Iteration 53Q: 3 clusters Score -698885.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -698901.750000 Penalty: 4413.453613
	Iteration 54Q: 3 clusters Score -698901.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -698910.187500 Penalty: 4413.453613
	Iteration 55Q: 3 clusters Score -698910.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -698917.187500 Penalty: 4413.453613
	Iteration 56Q: 3 clusters Score -698917.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -698918.937500 Penalty: 4413.453613
	Iteration 57Q: 3 clusters Score -698918.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -698919.750000 Penalty: 4413.453613
	Iteration 58Q: 3 clusters Score -698919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -698921.687500 Penalty: 4413.453613
	Iteration 59Q: 3 clusters Score -698921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -698922.250000 Penalty: 4413.453613
	Iteration 60F: 3 clusters Score -698922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -698922.250000 Penalty: 4413.453613
	Iteration 61Q: 3 clusters Score -698922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -698922.250000 Penalty: 4413.453613
	Iteration 62F: 3 clusters Score -698922.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171062 members 
Mstep: Class 2 contains 115624 members 
Mstep: Class 3 contains 50375 members 
Mstep: Class 4 contains 47734 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 63372 members 
Mstep: Class 7 contains 34465 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 192843 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 14963 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 90453 members 
Mstep: Class 17 contains 25495 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 2197 members 
Mstep: Class 23 contains 21727 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 1177 members 
Mstep: Class 26 contains 5121 members 
Entering Unmasked Estep 
Score: -98118128.000000 Penalty: 88410.296875
Splitting cluster 22 changes total score from -98118192.000000 to -98118128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (21727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Entering Unmasked Estep 
Score: -2461099.750000 Penalty: 2476.605225
	Iteration 0F: 2 clusters Score -2461100 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 10869 members 
Entering Unmasked Estep 
Score: -2445908.000000 Penalty: 4953.210449
	Iteration 0F: 3 clusters Score -2445908 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -2450969.500000 Penalty: 4953.210449
	Iteration 1F: 3 clusters Score -2450970 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2451273.000000 Penalty: 4953.210449
	Iteration 2Q: 3 clusters Score -2451273 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -2451505.750000 Penalty: 4953.210449
	Iteration 3Q: 3 clusters Score -2451506 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2451719.500000 Penalty: 4953.210449
	Iteration 4Q: 3 clusters Score -2451720 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -2451885.750000 Penalty: 4953.210449
	Iteration 5Q: 3 clusters Score -2451886 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -2452046.500000 Penalty: 4953.210449
	Iteration 6Q: 3 clusters Score -2452046 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2452208.500000 Penalty: 4953.210449
	Iteration 7Q: 3 clusters Score -2452208 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2452416.500000 Penalty: 4953.210449
	Iteration 8Q: 3 clusters Score -2452416 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2452684.000000 Penalty: 4953.210449
	Iteration 9Q: 3 clusters Score -2452684 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2453039.000000 Penalty: 4953.210449
	Iteration 10Q: 3 clusters Score -2453039 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2453503.500000 Penalty: 4953.210449
	Iteration 11Q: 3 clusters Score -2453504 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2454202.250000 Penalty: 4953.210449
	Iteration 12Q: 3 clusters Score -2454202 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2455149.750000 Penalty: 4953.210449
	Iteration 13F: 3 clusters Score -2455150 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -2456167.750000 Penalty: 4953.210449
	Iteration 14F: 3 clusters Score -2456168 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2457080.500000 Penalty: 4953.210449
	Iteration 15Q: 3 clusters Score -2457080 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2457799.500000 Penalty: 4953.210449
	Iteration 16Q: 3 clusters Score -2457800 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2458292.000000 Penalty: 4953.210449
	Iteration 17Q: 3 clusters Score -2458292 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2458562.000000 Penalty: 4953.210449
	Iteration 18Q: 3 clusters Score -2458562 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2458701.500000 Penalty: 4953.210449
	Iteration 19Q: 3 clusters Score -2458702 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2458778.500000 Penalty: 4953.210449
	Iteration 20F: 3 clusters Score -2458778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2458821.500000 Penalty: 4953.210449
	Iteration 21Q: 3 clusters Score -2458822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2458842.250000 Penalty: 4953.210449
	Iteration 22Q: 3 clusters Score -2458842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2458859.750000 Penalty: 4953.210449
	Iteration 23Q: 3 clusters Score -2458860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -2458886.750000 Penalty: 4953.210449
	Iteration 24Q: 3 clusters Score -2458887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2458899.750000 Penalty: 4953.210449
	Iteration 25Q: 3 clusters Score -2458900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2458905.750000 Penalty: 4953.210449
	Iteration 26Q: 3 clusters Score -2458906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2458921.500000 Penalty: 4953.210449
	Iteration 27Q: 3 clusters Score -2458922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2458930.750000 Penalty: 4953.210449
	Iteration 28Q: 3 clusters Score -2458931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2458943.500000 Penalty: 4953.210449
	Iteration 29Q: 3 clusters Score -2458944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2458951.250000 Penalty: 4953.210449
	Iteration 30Q: 3 clusters Score -2458951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2458957.000000 Penalty: 4953.210449
	Iteration 31Q: 3 clusters Score -2458957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2458964.250000 Penalty: 4953.210449
	Iteration 32Q: 3 clusters Score -2458964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2458970.250000 Penalty: 4953.210449
	Iteration 33Q: 3 clusters Score -2458970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2458969.750000 Penalty: 4953.210449
	Iteration 34Q: 3 clusters Score -2458970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2458969.750000 Penalty: 4953.210449
	Iteration 35Q: 3 clusters Score -2458970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2458968.250000 Penalty: 4953.210449
	Iteration 36Q: 3 clusters Score -2458968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2458968.250000 Penalty: 4953.210449
	Iteration 37F: 3 clusters Score -2458968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -35481.464844 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -35481.46 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 216 members 
Entering Unmasked Estep 
Score: -34079.843750 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -34079.84 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34311.042969 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -34311.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34373.226562 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -34373.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34412.972656 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -34412.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34440.210938 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -34440.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34462.792969 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -34462.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -34471.179688 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -34471.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34474.089844 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -34474.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34474.089844 Penalty: 2997.145996
	Iteration 8F: 3 clusters Score -34474.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -115079.968750 Penalty: 1753.539551
	Iteration 0F: 2 clusters Score -115080 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 591 members 
Entering Unmasked Estep 
Score: -113036.796875 Penalty: 3507.079102
	Iteration 0F: 3 clusters Score -113036.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -113376.773438 Penalty: 3507.079102
	Iteration 1F: 3 clusters Score -113376.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -113516.023438 Penalty: 3507.079102
	Iteration 2F: 3 clusters Score -113516 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -113601.562500 Penalty: 3507.079102
	Iteration 3Q: 3 clusters Score -113601.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -113672.468750 Penalty: 3507.079102
	Iteration 4Q: 3 clusters Score -113672.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -113754.484375 Penalty: 3507.079102
	Iteration 5Q: 3 clusters Score -113754.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -113836.828125 Penalty: 3507.079102
	Iteration 6Q: 3 clusters Score -113836.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -113967.046875 Penalty: 3507.079102
	Iteration 7Q: 3 clusters Score -113967 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -114205.710938 Penalty: 3507.079102
	Iteration 8Q: 3 clusters Score -114205.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -114488.242188 Penalty: 3507.079102
	Iteration 9F: 3 clusters Score -114488.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -114903.859375 Penalty: 3507.079102
	Iteration 10Q: 3 clusters Score -114903.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -115196.523438 Penalty: 3507.079102
	Iteration 11Q: 3 clusters Score -115196.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -115466.703125 Penalty: 3507.079102
	Iteration 12F: 3 clusters Score -115466.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -116001.859375 Penalty: 3507.079102
	Iteration 13F: 3 clusters Score -116001.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -116407.117188 Penalty: 3507.079102
	Iteration 14Q: 3 clusters Score -116407.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -116470.445312 Penalty: 3507.079102
	Iteration 15Q: 3 clusters Score -116470.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -116608.000000 Penalty: 3507.079102
	Iteration 16Q: 3 clusters Score -116608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117052.601562 Penalty: 3507.079102
	Iteration 17Q: 3 clusters Score -117052.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117293.921875 Penalty: 3507.079102
	Iteration 18Q: 3 clusters Score -117293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117293.921875 Penalty: 3507.079102
	Iteration 19F: 3 clusters Score -117293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171062 members 
Mstep: Class 2 contains 115624 members 
Mstep: Class 3 contains 50375 members 
Mstep: Class 4 contains 47734 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 63372 members 
Mstep: Class 7 contains 34465 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 192843 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 14963 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 90453 members 
Mstep: Class 17 contains 25495 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 7318 members 
Mstep: Class 23 contains 21727 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 635 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
Score: -98118784.000000 Penalty: 88410.296875
Splitting cluster 25 changes total score from -98118192.000000 to -98118784.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171062 members 
Mstep: Class 2 contains 115624 members 
Mstep: Class 3 contains 50375 members 
Mstep: Class 4 contains 47734 members 
Mstep: Class 5 contains 992 members 
Mstep: Class 6 contains 63372 members 
Mstep: Class 7 contains 34465 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 192843 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 14963 members 
Mstep: Class 14 contains 733 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 90453 members 
Mstep: Class 17 contains 25495 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 7318 members 
Mstep: Class 23 contains 21727 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118832.000000 Penalty: 88410.296875
Iteration 199Q: 27 clusters Score -9.811883e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171039 members 
Mstep: Class 2 contains 115627 members 
Mstep: Class 3 contains 50373 members 
Mstep: Class 4 contains 47763 members 
Mstep: Class 5 contains 991 members 
Mstep: Class 6 contains 63387 members 
Mstep: Class 7 contains 34471 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 192789 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 737 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 90469 members 
Mstep: Class 17 contains 25498 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2585 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 7319 members 
Mstep: Class 23 contains 21728 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 642 members 
Mstep: Class 26 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118920.000000 Penalty: 88410.296875
Iteration 200F: 27 clusters Score -9.811892e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 115632 members 
Mstep: Class 3 contains 50369 members 
Mstep: Class 4 contains 47782 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63398 members 
Mstep: Class 7 contains 34480 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 192732 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 14966 members 
Mstep: Class 14 contains 735 members 
Mstep: Class 15 contains 28883 members 
Mstep: Class 16 contains 90494 members 
Mstep: Class 17 contains 25500 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 7319 members 
Mstep: Class 23 contains 21730 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118960.000000 Penalty: 88410.296875
Iteration 201Q: 27 clusters Score -9.811896e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171022 members 
Mstep: Class 2 contains 115635 members 
Mstep: Class 3 contains 50362 members 
Mstep: Class 4 contains 47807 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63410 members 
Mstep: Class 7 contains 34488 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 192681 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 14966 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 90509 members 
Mstep: Class 17 contains 25501 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 7319 members 
Mstep: Class 23 contains 21732 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118840.000000 Penalty: 88410.296875
Iteration 202Q: 27 clusters Score -9.811884e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171023 members 
Mstep: Class 2 contains 115642 members 
Mstep: Class 3 contains 50362 members 
Mstep: Class 4 contains 47831 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63423 members 
Mstep: Class 7 contains 34490 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 192618 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28881 members 
Mstep: Class 16 contains 90527 members 
Mstep: Class 17 contains 25500 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 7319 members 
Mstep: Class 23 contains 21730 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119016.000000 Penalty: 88410.296875
Iteration 203Q: 27 clusters Score -9.811902e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171002 members 
Mstep: Class 2 contains 115646 members 
Mstep: Class 3 contains 50360 members 
Mstep: Class 4 contains 47859 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63441 members 
Mstep: Class 7 contains 34491 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 192564 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 14973 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 90543 members 
Mstep: Class 17 contains 25501 members 
Mstep: Class 18 contains 7910 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 7319 members 
Mstep: Class 23 contains 21729 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118856.000000 Penalty: 88410.296875
Iteration 204Q: 27 clusters Score -9.811886e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170976 members 
Mstep: Class 2 contains 115651 members 
Mstep: Class 3 contains 50355 members 
Mstep: Class 4 contains 47879 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63463 members 
Mstep: Class 7 contains 34496 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 192521 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 14976 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 90557 members 
Mstep: Class 17 contains 25501 members 
Mstep: Class 18 contains 7909 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8994 members 
Mstep: Class 22 contains 7319 members 
Mstep: Class 23 contains 21730 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118872.000000 Penalty: 88410.296875
Iteration 205Q: 27 clusters Score -9.811887e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170983 members 
Mstep: Class 2 contains 115655 members 
Mstep: Class 3 contains 50348 members 
Mstep: Class 4 contains 47899 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63482 members 
Mstep: Class 7 contains 34502 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 192459 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 14982 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 90565 members 
Mstep: Class 17 contains 25500 members 
Mstep: Class 18 contains 7907 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 7319 members 
Mstep: Class 23 contains 21732 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118760.000000 Penalty: 88410.296875
Iteration 206Q: 27 clusters Score -9.811876e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170989 members 
Mstep: Class 2 contains 115655 members 
Mstep: Class 3 contains 50347 members 
Mstep: Class 4 contains 47909 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63516 members 
Mstep: Class 7 contains 34508 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 192392 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 14986 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 90574 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8990 members 
Mstep: Class 22 contains 7320 members 
Mstep: Class 23 contains 21736 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118648.000000 Penalty: 88410.296875
Iteration 207Q: 27 clusters Score -9.811865e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170994 members 
Mstep: Class 2 contains 115660 members 
Mstep: Class 3 contains 50342 members 
Mstep: Class 4 contains 47925 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63543 members 
Mstep: Class 7 contains 34509 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 192330 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 14986 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28886 members 
Mstep: Class 16 contains 90586 members 
Mstep: Class 17 contains 25502 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8989 members 
Mstep: Class 22 contains 7321 members 
Mstep: Class 23 contains 21737 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118680.000000 Penalty: 88410.296875
Iteration 208Q: 27 clusters Score -9.811868e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170996 members 
Mstep: Class 2 contains 115666 members 
Mstep: Class 3 contains 50342 members 
Mstep: Class 4 contains 47938 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63570 members 
Mstep: Class 7 contains 34520 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 192244 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 14991 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 90604 members 
Mstep: Class 17 contains 25505 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 7322 members 
Mstep: Class 23 contains 21740 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118800.000000 Penalty: 88410.296875
Iteration 209Q: 27 clusters Score -9.81188e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171029 members 
Mstep: Class 2 contains 115669 members 
Mstep: Class 3 contains 50333 members 
Mstep: Class 4 contains 47957 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63588 members 
Mstep: Class 7 contains 34524 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 192155 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 14995 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28883 members 
Mstep: Class 16 contains 90615 members 
Mstep: Class 17 contains 25511 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 7322 members 
Mstep: Class 23 contains 21742 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118720.000000 Penalty: 88410.296875
Iteration 210Q: 27 clusters Score -9.811872e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171054 members 
Mstep: Class 2 contains 115672 members 
Mstep: Class 3 contains 50326 members 
Mstep: Class 4 contains 47972 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63617 members 
Mstep: Class 7 contains 34528 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 192058 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28886 members 
Mstep: Class 16 contains 90634 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8986 members 
Mstep: Class 22 contains 7322 members 
Mstep: Class 23 contains 21744 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118656.000000 Penalty: 88410.296875
Iteration 211Q: 27 clusters Score -9.811866e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171061 members 
Mstep: Class 2 contains 115684 members 
Mstep: Class 3 contains 50322 members 
Mstep: Class 4 contains 47984 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63645 members 
Mstep: Class 7 contains 34535 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191976 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15000 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 90653 members 
Mstep: Class 17 contains 25512 members 
Mstep: Class 18 contains 7906 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7322 members 
Mstep: Class 23 contains 21746 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118752.000000 Penalty: 88410.296875
Iteration 212Q: 27 clusters Score -9.811875e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171059 members 
Mstep: Class 2 contains 115695 members 
Mstep: Class 3 contains 50310 members 
Mstep: Class 4 contains 47996 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63685 members 
Mstep: Class 7 contains 34543 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191899 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15003 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 90665 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 7905 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8984 members 
Mstep: Class 22 contains 7322 members 
Mstep: Class 23 contains 21749 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118584.000000 Penalty: 88410.296875
Iteration 213Q: 27 clusters Score -9.811858e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171061 members 
Mstep: Class 2 contains 115712 members 
Mstep: Class 3 contains 50297 members 
Mstep: Class 4 contains 48007 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63712 members 
Mstep: Class 7 contains 34548 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191832 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15010 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 90675 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 7322 members 
Mstep: Class 23 contains 21755 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118536.000000 Penalty: 88410.296875
Iteration 214Q: 27 clusters Score -9.811854e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171071 members 
Mstep: Class 2 contains 115711 members 
Mstep: Class 3 contains 50286 members 
Mstep: Class 4 contains 48032 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63747 members 
Mstep: Class 7 contains 34555 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191758 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 15014 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 90682 members 
Mstep: Class 17 contains 25511 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7321 members 
Mstep: Class 23 contains 21758 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118672.000000 Penalty: 88410.296875
Iteration 215Q: 27 clusters Score -9.811867e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171082 members 
Mstep: Class 2 contains 115712 members 
Mstep: Class 3 contains 50275 members 
Mstep: Class 4 contains 48050 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63770 members 
Mstep: Class 7 contains 34562 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191693 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 15012 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 90699 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7322 members 
Mstep: Class 23 contains 21760 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118784.000000 Penalty: 88410.296875
Iteration 216Q: 27 clusters Score -9.811878e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171078 members 
Mstep: Class 2 contains 115716 members 
Mstep: Class 3 contains 50267 members 
Mstep: Class 4 contains 48055 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63802 members 
Mstep: Class 7 contains 34571 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191637 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 90717 members 
Mstep: Class 17 contains 25515 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21764 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118776.000000 Penalty: 88410.296875
Iteration 217Q: 27 clusters Score -9.811878e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 115716 members 
Mstep: Class 3 contains 50268 members 
Mstep: Class 4 contains 48060 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63850 members 
Mstep: Class 7 contains 34575 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191601 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 90743 members 
Mstep: Class 17 contains 25516 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21763 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118864.000000 Penalty: 88410.296875
Iteration 218Q: 27 clusters Score -9.811886e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171010 members 
Mstep: Class 2 contains 115716 members 
Mstep: Class 3 contains 50269 members 
Mstep: Class 4 contains 48066 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63886 members 
Mstep: Class 7 contains 34579 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191547 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 90761 members 
Mstep: Class 17 contains 25519 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21767 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118832.000000 Penalty: 88410.296875
Iteration 219Q: 27 clusters Score -9.811883e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 171006 members 
Mstep: Class 2 contains 115719 members 
Mstep: Class 3 contains 50261 members 
Mstep: Class 4 contains 48074 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63897 members 
Mstep: Class 7 contains 34583 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191510 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28889 members 
Mstep: Class 16 contains 90782 members 
Mstep: Class 17 contains 25518 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21770 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118856.000000 Penalty: 88410.296875
Iteration 220F: 27 clusters Score -9.811886e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170981 members 
Mstep: Class 2 contains 115726 members 
Mstep: Class 3 contains 50254 members 
Mstep: Class 4 contains 48083 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63925 members 
Mstep: Class 7 contains 34585 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191476 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2090 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28889 members 
Mstep: Class 16 contains 90793 members 
Mstep: Class 17 contains 25519 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21774 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118896.000000 Penalty: 88410.296875
Iteration 221Q: 27 clusters Score -9.81189e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170985 members 
Mstep: Class 2 contains 115729 members 
Mstep: Class 3 contains 50245 members 
Mstep: Class 4 contains 48089 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63941 members 
Mstep: Class 7 contains 34589 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191430 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15010 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28889 members 
Mstep: Class 16 contains 90804 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21777 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118920.000000 Penalty: 88410.296875
Iteration 222Q: 27 clusters Score -9.811892e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170985 members 
Mstep: Class 2 contains 115730 members 
Mstep: Class 3 contains 50240 members 
Mstep: Class 4 contains 48099 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63958 members 
Mstep: Class 7 contains 34593 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191385 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15011 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 90817 members 
Mstep: Class 17 contains 25526 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21781 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119064.000000 Penalty: 88410.296875
Iteration 223Q: 27 clusters Score -9.811906e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170967 members 
Mstep: Class 2 contains 115736 members 
Mstep: Class 3 contains 50242 members 
Mstep: Class 4 contains 48102 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63977 members 
Mstep: Class 7 contains 34599 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191355 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15013 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 90822 members 
Mstep: Class 17 contains 25528 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21788 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119040.000000 Penalty: 88410.296875
Iteration 224Q: 27 clusters Score -9.811904e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170963 members 
Mstep: Class 2 contains 115735 members 
Mstep: Class 3 contains 50239 members 
Mstep: Class 4 contains 48108 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 63993 members 
Mstep: Class 7 contains 34614 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191316 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15015 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28886 members 
Mstep: Class 16 contains 90826 members 
Mstep: Class 17 contains 25527 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21793 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119096.000000 Penalty: 88410.296875
Iteration 225Q: 27 clusters Score -9.81191e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170957 members 
Mstep: Class 2 contains 115741 members 
Mstep: Class 3 contains 50241 members 
Mstep: Class 4 contains 48115 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64008 members 
Mstep: Class 7 contains 34618 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191276 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15012 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 90841 members 
Mstep: Class 17 contains 25525 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21797 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119056.000000 Penalty: 88410.296875
Iteration 226Q: 27 clusters Score -9.811906e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170938 members 
Mstep: Class 2 contains 115748 members 
Mstep: Class 3 contains 50237 members 
Mstep: Class 4 contains 48126 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64016 members 
Mstep: Class 7 contains 34623 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191256 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 90851 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21801 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119000.000000 Penalty: 88410.296875
Iteration 227Q: 27 clusters Score -9.8119e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170918 members 
Mstep: Class 2 contains 115750 members 
Mstep: Class 3 contains 50235 members 
Mstep: Class 4 contains 48132 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64024 members 
Mstep: Class 7 contains 34629 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191240 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15006 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 90871 members 
Mstep: Class 17 contains 25522 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21803 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119040.000000 Penalty: 88410.296875
Iteration 228Q: 27 clusters Score -9.811904e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170911 members 
Mstep: Class 2 contains 115750 members 
Mstep: Class 3 contains 50232 members 
Mstep: Class 4 contains 48142 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64027 members 
Mstep: Class 7 contains 34635 members 
Mstep: Class 8 contains 5065 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191224 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15006 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 90885 members 
Mstep: Class 17 contains 25520 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21800 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119024.000000 Penalty: 88410.296875
Iteration 229Q: 27 clusters Score -9.811902e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170904 members 
Mstep: Class 2 contains 115746 members 
Mstep: Class 3 contains 50229 members 
Mstep: Class 4 contains 48152 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64043 members 
Mstep: Class 7 contains 34637 members 
Mstep: Class 8 contains 5066 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191196 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15004 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 90897 members 
Mstep: Class 17 contains 25520 members 
Mstep: Class 18 contains 7898 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21801 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119152.000000 Penalty: 88410.296875
Iteration 230Q: 27 clusters Score -9.811915e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170893 members 
Mstep: Class 2 contains 115747 members 
Mstep: Class 3 contains 50231 members 
Mstep: Class 4 contains 48159 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64055 members 
Mstep: Class 7 contains 34642 members 
Mstep: Class 8 contains 5067 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191169 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 90907 members 
Mstep: Class 17 contains 25520 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21799 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119264.000000 Penalty: 88410.296875
Iteration 231Q: 27 clusters Score -9.811926e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170879 members 
Mstep: Class 2 contains 115752 members 
Mstep: Class 3 contains 50233 members 
Mstep: Class 4 contains 48165 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64061 members 
Mstep: Class 7 contains 34646 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191155 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15003 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 90915 members 
Mstep: Class 17 contains 25522 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21796 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119312.000000 Penalty: 88410.296875
Iteration 232Q: 27 clusters Score -9.811931e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170854 members 
Mstep: Class 2 contains 115756 members 
Mstep: Class 3 contains 50238 members 
Mstep: Class 4 contains 48174 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64072 members 
Mstep: Class 7 contains 34653 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191134 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15002 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 90923 members 
Mstep: Class 17 contains 25526 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21796 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119208.000000 Penalty: 88410.296875
Iteration 233Q: 27 clusters Score -9.811921e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170835 members 
Mstep: Class 2 contains 115757 members 
Mstep: Class 3 contains 50242 members 
Mstep: Class 4 contains 48182 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64081 members 
Mstep: Class 7 contains 34656 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191121 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15000 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28880 members 
Mstep: Class 16 contains 90930 members 
Mstep: Class 17 contains 25527 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21797 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119144.000000 Penalty: 88410.296875
Iteration 234Q: 27 clusters Score -9.811914e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170820 members 
Mstep: Class 2 contains 115763 members 
Mstep: Class 3 contains 50242 members 
Mstep: Class 4 contains 48187 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64093 members 
Mstep: Class 7 contains 34658 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191101 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15004 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28879 members 
Mstep: Class 16 contains 90937 members 
Mstep: Class 17 contains 25528 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21797 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119216.000000 Penalty: 88410.296875
Iteration 235Q: 27 clusters Score -9.811922e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170824 members 
Mstep: Class 2 contains 115760 members 
Mstep: Class 3 contains 50242 members 
Mstep: Class 4 contains 48191 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64100 members 
Mstep: Class 7 contains 34659 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191078 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15007 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28877 members 
Mstep: Class 16 contains 90948 members 
Mstep: Class 17 contains 25527 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21796 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119168.000000 Penalty: 88410.296875
Iteration 236Q: 27 clusters Score -9.811917e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170820 members 
Mstep: Class 2 contains 115763 members 
Mstep: Class 3 contains 50244 members 
Mstep: Class 4 contains 48198 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64108 members 
Mstep: Class 7 contains 34665 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191052 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15006 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28877 members 
Mstep: Class 16 contains 90952 members 
Mstep: Class 17 contains 25530 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21795 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119152.000000 Penalty: 88410.296875
Iteration 237Q: 27 clusters Score -9.811915e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170820 members 
Mstep: Class 2 contains 115764 members 
Mstep: Class 3 contains 50241 members 
Mstep: Class 4 contains 48206 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64121 members 
Mstep: Class 7 contains 34672 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191027 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15007 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28877 members 
Mstep: Class 16 contains 90952 members 
Mstep: Class 17 contains 25531 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21793 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119104.000000 Penalty: 88410.296875
Iteration 238Q: 27 clusters Score -9.81191e+07 nChanged 99
Entering ConstructFrom: 
Score: -98119104.000000 Penalty: 88410.296875
Entering ConstructFrom: 
Trying to split cluster 1 (170806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170806 members 
Entering Unmasked Estep 
Score: -18971848.000000 Penalty: 2987.974365
	Iteration 0F: 2 clusters Score -1.897185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85576 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
Score: -18859418.000000 Penalty: 5975.948730
	Iteration 0F: 3 clusters Score -1.885942e+07 nChanged 81867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86621 members 
Mstep: Class 2 contains 84185 members 
Entering Unmasked Estep 
Score: -18907134.000000 Penalty: 5975.948730
	Iteration 1F: 3 clusters Score -1.890713e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87520 members 
Mstep: Class 2 contains 83286 members 
Entering Unmasked Estep 
Score: -18907872.000000 Penalty: 5975.948730
	Iteration 2Q: 3 clusters Score -1.890787e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 81917 members 
Entering Unmasked Estep 
Score: -18908846.000000 Penalty: 5975.948730
	Iteration 3Q: 3 clusters Score -1.890885e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91077 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -18909870.000000 Penalty: 5975.948730
	Iteration 4Q: 3 clusters Score -1.890987e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94425 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -18911430.000000 Penalty: 5975.948730
	Iteration 5Q: 3 clusters Score -1.891143e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99329 members 
Mstep: Class 2 contains 71477 members 
Entering Unmasked Estep 
Score: -18913836.000000 Penalty: 5975.948730
	Iteration 6Q: 3 clusters Score -1.891384e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106496 members 
Mstep: Class 2 contains 64310 members 
Entering Unmasked Estep 
Score: -18917714.000000 Penalty: 5975.948730
	Iteration 7Q: 3 clusters Score -1.891771e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116588 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -18924444.000000 Penalty: 5975.948730
	Iteration 8F: 3 clusters Score -1.892444e+07 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129296 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -18934710.000000 Penalty: 5975.948730
	Iteration 9F: 3 clusters Score -1.893471e+07 nChanged 14114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142888 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -18947582.000000 Penalty: 5975.948730
	Iteration 10F: 3 clusters Score -1.894758e+07 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154041 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -18958164.000000 Penalty: 5975.948730
	Iteration 11F: 3 clusters Score -1.895816e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161411 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -18964514.000000 Penalty: 5975.948730
	Iteration 12Q: 3 clusters Score -1.896451e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165271 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -18967712.000000 Penalty: 5975.948730
	Iteration 13Q: 3 clusters Score -1.896771e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167008 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -18969014.000000 Penalty: 5975.948730
	Iteration 14Q: 3 clusters Score -1.896901e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167781 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -18969570.000000 Penalty: 5975.948730
	Iteration 15Q: 3 clusters Score -1.896957e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168200 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -18969828.000000 Penalty: 5975.948730
	Iteration 16Q: 3 clusters Score -1.896983e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168470 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -18969958.000000 Penalty: 5975.948730
	Iteration 17Q: 3 clusters Score -1.896996e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168671 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -18970012.000000 Penalty: 5975.948730
	Iteration 18Q: 3 clusters Score -1.897001e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168800 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -18970032.000000 Penalty: 5975.948730
	Iteration 19Q: 3 clusters Score -1.897003e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168922 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -18970038.000000 Penalty: 5975.948730
	Iteration 20F: 3 clusters Score -1.897004e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169013 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -18970052.000000 Penalty: 5975.948730
	Iteration 21Q: 3 clusters Score -1.897005e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169088 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -18970042.000000 Penalty: 5975.948730
	Iteration 22Q: 3 clusters Score -1.897004e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169155 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -18970054.000000 Penalty: 5975.948730
	Iteration 23Q: 3 clusters Score -1.897005e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169193 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -18970068.000000 Penalty: 5975.948730
	Iteration 24Q: 3 clusters Score -1.897007e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169230 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -18970064.000000 Penalty: 5975.948730
	Iteration 25Q: 3 clusters Score -1.897006e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169258 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -18970062.000000 Penalty: 5975.948730
	Iteration 26Q: 3 clusters Score -1.897006e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169285 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -18970060.000000 Penalty: 5975.948730
	Iteration 27Q: 3 clusters Score -1.897006e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169308 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -18970034.000000 Penalty: 5975.948730
	Iteration 28Q: 3 clusters Score -1.897003e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -18970050.000000 Penalty: 5975.948730
	Iteration 29Q: 3 clusters Score -1.897005e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169350 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -18970054.000000 Penalty: 5975.948730
	Iteration 30Q: 3 clusters Score -1.897005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169367 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -18970064.000000 Penalty: 5975.948730
	Iteration 31Q: 3 clusters Score -1.897006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169376 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -18970064.000000 Penalty: 5975.948730
	Iteration 32Q: 3 clusters Score -1.897006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169378 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -18970050.000000 Penalty: 5975.948730
	Iteration 33Q: 3 clusters Score -1.897005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169380 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -18970066.000000 Penalty: 5975.948730
	Iteration 34Q: 3 clusters Score -1.897007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169382 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -18970064.000000 Penalty: 5975.948730
	Iteration 35Q: 3 clusters Score -1.897006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169384 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -18970054.000000 Penalty: 5975.948730
	Iteration 36Q: 3 clusters Score -1.897005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169385 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -18970066.000000 Penalty: 5975.948730
	Iteration 37Q: 3 clusters Score -1.897007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169387 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -18970064.000000 Penalty: 5975.948730
	Iteration 38Q: 3 clusters Score -1.897006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169389 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -18970058.000000 Penalty: 5975.948730
	Iteration 39Q: 3 clusters Score -1.897006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169391 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -18970058.000000 Penalty: 5975.948730
	Iteration 40F: 3 clusters Score -1.897006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169394 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -18970052.000000 Penalty: 5975.948730
	Iteration 41Q: 3 clusters Score -1.897005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169398 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -18970042.000000 Penalty: 5975.948730
	Iteration 42Q: 3 clusters Score -1.897004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169401 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -18970050.000000 Penalty: 5975.948730
	Iteration 43Q: 3 clusters Score -1.897005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169404 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -18970052.000000 Penalty: 5975.948730
	Iteration 44Q: 3 clusters Score -1.897005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169405 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -18970052.000000 Penalty: 5975.948730
	Iteration 45Q: 3 clusters Score -1.897005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169407 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -18970056.000000 Penalty: 5975.948730
	Iteration 46Q: 3 clusters Score -1.897006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169411 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -18970052.000000 Penalty: 5975.948730
	Iteration 47Q: 3 clusters Score -1.897005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169415 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -18970046.000000 Penalty: 5975.948730
	Iteration 48Q: 3 clusters Score -1.897005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169418 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -18970066.000000 Penalty: 5975.948730
	Iteration 49Q: 3 clusters Score -1.897007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169418 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -18970066.000000 Penalty: 5975.948730
	Iteration 50F: 3 clusters Score -1.897007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (115766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115766 members 
Entering Unmasked Estep 
Score: -13122710.000000 Penalty: 2891.512939
	Iteration 0F: 2 clusters Score -1.312271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -13045367.000000 Penalty: 5783.025879
	Iteration 0F: 3 clusters Score -1.304537e+07 nChanged 54891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Mstep: Class 2 contains 60591 members 
Entering Unmasked Estep 
Score: -13076572.000000 Penalty: 5783.025879
	Iteration 1F: 3 clusters Score -1.307657e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -13077328.000000 Penalty: 5783.025879
	Iteration 2Q: 3 clusters Score -1.307733e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 64928 members 
Entering Unmasked Estep 
Score: -13078356.000000 Penalty: 5783.025879
	Iteration 3Q: 3 clusters Score -1.307836e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 68848 members 
Entering Unmasked Estep 
Score: -13080129.000000 Penalty: 5783.025879
	Iteration 4Q: 3 clusters Score -1.308013e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -13082986.000000 Penalty: 5783.025879
	Iteration 5F: 3 clusters Score -1.308299e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 82253 members 
Entering Unmasked Estep 
Score: -13088362.000000 Penalty: 5783.025879
	Iteration 6F: 3 clusters Score -1.308836e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 92073 members 
Entering Unmasked Estep 
Score: -13096721.000000 Penalty: 5783.025879
	Iteration 7F: 3 clusters Score -1.309672e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 102193 members 
Entering Unmasked Estep 
Score: -13106823.000000 Penalty: 5783.025879
	Iteration 8F: 3 clusters Score -1.310682e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 109947 members 
Entering Unmasked Estep 
Score: -13114649.000000 Penalty: 5783.025879
	Iteration 9F: 3 clusters Score -1.311465e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 113682 members 
Entering Unmasked Estep 
Score: -13118331.000000 Penalty: 5783.025879
	Iteration 10Q: 3 clusters Score -1.311833e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 114928 members 
Entering Unmasked Estep 
Score: -13119510.000000 Penalty: 5783.025879
	Iteration 11Q: 3 clusters Score -1.311951e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 115295 members 
Entering Unmasked Estep 
Score: -13119936.000000 Penalty: 5783.025879
	Iteration 12Q: 3 clusters Score -1.311994e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 115398 members 
Entering Unmasked Estep 
Score: -13120085.000000 Penalty: 5783.025879
	Iteration 13Q: 3 clusters Score -1.312008e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 115433 members 
Entering Unmasked Estep 
Score: -13120139.000000 Penalty: 5783.025879
	Iteration 14Q: 3 clusters Score -1.312014e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 115449 members 
Entering Unmasked Estep 
Score: -13120172.000000 Penalty: 5783.025879
	Iteration 15Q: 3 clusters Score -1.312017e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 115455 members 
Entering Unmasked Estep 
Score: -13120185.000000 Penalty: 5783.025879
	Iteration 16Q: 3 clusters Score -1.312018e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 115460 members 
Entering Unmasked Estep 
Score: -13120192.000000 Penalty: 5783.025879
	Iteration 17Q: 3 clusters Score -1.312019e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 115461 members 
Entering Unmasked Estep 
Score: -13120201.000000 Penalty: 5783.025879
	Iteration 18Q: 3 clusters Score -1.31202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 115461 members 
Entering Unmasked Estep 
Score: -13120201.000000 Penalty: 5783.025879
	Iteration 19F: 3 clusters Score -1.31202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Entering Unmasked Estep 
Score: -5459522.500000 Penalty: 2684.472656
	Iteration 0F: 2 clusters Score -5459522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -5425766.500000 Penalty: 5368.945312
	Iteration 0F: 3 clusters Score -5425766 nChanged 23086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -5438561.000000 Penalty: 5368.945312
	Iteration 1F: 3 clusters Score -5438561 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -5439046.500000 Penalty: 5368.945312
	Iteration 2Q: 3 clusters Score -5439046 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -5439521.500000 Penalty: 5368.945312
	Iteration 3Q: 3 clusters Score -5439522 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -5439980.500000 Penalty: 5368.945312
	Iteration 4Q: 3 clusters Score -5439980 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -5440534.000000 Penalty: 5368.945312
	Iteration 5Q: 3 clusters Score -5440534 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -5441260.000000 Penalty: 5368.945312
	Iteration 6Q: 3 clusters Score -5441260 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -5442326.500000 Penalty: 5368.945312
	Iteration 7Q: 3 clusters Score -5442326 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -5443826.000000 Penalty: 5368.945312
	Iteration 8F: 3 clusters Score -5443826 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -5445940.000000 Penalty: 5368.945312
	Iteration 9F: 3 clusters Score -5445940 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -5448825.000000 Penalty: 5368.945312
	Iteration 10F: 3 clusters Score -5448825 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -5451856.000000 Penalty: 5368.945312
	Iteration 11F: 3 clusters Score -5451856 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -5454375.500000 Penalty: 5368.945312
	Iteration 12F: 3 clusters Score -5454376 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5455912.500000 Penalty: 5368.945312
	Iteration 13Q: 3 clusters Score -5455912 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5456579.500000 Penalty: 5368.945312
	Iteration 14Q: 3 clusters Score -5456580 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5456875.000000 Penalty: 5368.945312
	Iteration 15Q: 3 clusters Score -5456875 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5457010.500000 Penalty: 5368.945312
	Iteration 16Q: 3 clusters Score -5457010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5457099.500000 Penalty: 5368.945312
	Iteration 17Q: 3 clusters Score -5457100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5457150.500000 Penalty: 5368.945312
	Iteration 18Q: 3 clusters Score -5457150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5457190.000000 Penalty: 5368.945312
	Iteration 19Q: 3 clusters Score -5457190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5457201.500000 Penalty: 5368.945312
	Iteration 20F: 3 clusters Score -5457202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5457211.000000 Penalty: 5368.945312
	Iteration 21Q: 3 clusters Score -5457211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5457219.000000 Penalty: 5368.945312
	Iteration 22Q: 3 clusters Score -5457219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5457242.000000 Penalty: 5368.945312
	Iteration 23Q: 3 clusters Score -5457242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5457251.500000 Penalty: 5368.945312
	Iteration 24Q: 3 clusters Score -5457252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5457255.500000 Penalty: 5368.945312
	Iteration 25Q: 3 clusters Score -5457256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5457258.000000 Penalty: 5368.945312
	Iteration 26Q: 3 clusters Score -5457258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5457262.000000 Penalty: 5368.945312
	Iteration 27Q: 3 clusters Score -5457262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5457266.500000 Penalty: 5368.945312
	Iteration 28Q: 3 clusters Score -5457266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5457267.000000 Penalty: 5368.945312
	Iteration 29Q: 3 clusters Score -5457267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5457275.000000 Penalty: 5368.945312
	Iteration 30Q: 3 clusters Score -5457275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5457274.000000 Penalty: 5368.945312
	Iteration 31Q: 3 clusters Score -5457274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5457272.500000 Penalty: 5368.945312
	Iteration 32Q: 3 clusters Score -5457272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5457275.000000 Penalty: 5368.945312
	Iteration 33Q: 3 clusters Score -5457275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5457273.500000 Penalty: 5368.945312
	Iteration 34Q: 3 clusters Score -5457274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49855 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5457282.000000 Penalty: 5368.945312
	Iteration 35Q: 3 clusters Score -5457282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5457283.500000 Penalty: 5368.945312
	Iteration 36Q: 3 clusters Score -5457284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5457283.500000 Penalty: 5368.945312
	Iteration 37F: 3 clusters Score -5457284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Entering Unmasked Estep 
Score: -5449285.500000 Penalty: 2674.289551
	Iteration 0F: 2 clusters Score -5449286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -5416658.500000 Penalty: 5348.579102
	Iteration 0F: 3 clusters Score -5416658 nChanged 22289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -5429023.500000 Penalty: 5348.579102
	Iteration 1F: 3 clusters Score -5429024 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -5429581.500000 Penalty: 5348.579102
	Iteration 2Q: 3 clusters Score -5429582 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -5430134.500000 Penalty: 5348.579102
	Iteration 3Q: 3 clusters Score -5430134 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -5430688.500000 Penalty: 5348.579102
	Iteration 4Q: 3 clusters Score -5430688 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -5431373.000000 Penalty: 5348.579102
	Iteration 5Q: 3 clusters Score -5431373 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -5432161.000000 Penalty: 5348.579102
	Iteration 6Q: 3 clusters Score -5432161 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -5433227.500000 Penalty: 5348.579102
	Iteration 7Q: 3 clusters Score -5433228 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -5434693.000000 Penalty: 5348.579102
	Iteration 8F: 3 clusters Score -5434693 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -5436417.000000 Penalty: 5348.579102
	Iteration 9F: 3 clusters Score -5436417 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -5438135.500000 Penalty: 5348.579102
	Iteration 10F: 3 clusters Score -5438136 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -5439117.000000 Penalty: 5348.579102
	Iteration 11Q: 3 clusters Score -5439117 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -5439606.500000 Penalty: 5348.579102
	Iteration 12Q: 3 clusters Score -5439606 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -5439786.000000 Penalty: 5348.579102
	Iteration 13Q: 3 clusters Score -5439786 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -5439915.000000 Penalty: 5348.579102
	Iteration 14Q: 3 clusters Score -5439915 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -5440030.500000 Penalty: 5348.579102
	Iteration 15Q: 3 clusters Score -5440030 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -5440088.000000 Penalty: 5348.579102
	Iteration 16Q: 3 clusters Score -5440088 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -5440168.000000 Penalty: 5348.579102
	Iteration 17Q: 3 clusters Score -5440168 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -5440220.500000 Penalty: 5348.579102
	Iteration 18Q: 3 clusters Score -5440220 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -5440260.500000 Penalty: 5348.579102
	Iteration 19Q: 3 clusters Score -5440260 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -5440265.000000 Penalty: 5348.579102
	Iteration 20F: 3 clusters Score -5440265 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -5440305.000000 Penalty: 5348.579102
	Iteration 21Q: 3 clusters Score -5440305 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -5440365.500000 Penalty: 5348.579102
	Iteration 22Q: 3 clusters Score -5440366 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -5440417.500000 Penalty: 5348.579102
	Iteration 23Q: 3 clusters Score -5440418 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -5440464.500000 Penalty: 5348.579102
	Iteration 24Q: 3 clusters Score -5440464 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -5440502.000000 Penalty: 5348.579102
	Iteration 25Q: 3 clusters Score -5440502 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -5440542.000000 Penalty: 5348.579102
	Iteration 26Q: 3 clusters Score -5440542 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -5440606.000000 Penalty: 5348.579102
	Iteration 27Q: 3 clusters Score -5440606 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -5440677.000000 Penalty: 5348.579102
	Iteration 28Q: 3 clusters Score -5440677 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -5440717.500000 Penalty: 5348.579102
	Iteration 29Q: 3 clusters Score -5440718 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -5440773.000000 Penalty: 5348.579102
	Iteration 30Q: 3 clusters Score -5440773 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -5440823.500000 Penalty: 5348.579102
	Iteration 31Q: 3 clusters Score -5440824 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -5440871.000000 Penalty: 5348.579102
	Iteration 32Q: 3 clusters Score -5440871 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -5440923.500000 Penalty: 5348.579102
	Iteration 33Q: 3 clusters Score -5440924 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -5441020.500000 Penalty: 5348.579102
	Iteration 34Q: 3 clusters Score -5441020 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -5441100.500000 Penalty: 5348.579102
	Iteration 35Q: 3 clusters Score -5441100 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -5441180.000000 Penalty: 5348.579102
	Iteration 36Q: 3 clusters Score -5441180 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -5441250.000000 Penalty: 5348.579102
	Iteration 37Q: 3 clusters Score -5441250 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -5441331.000000 Penalty: 5348.579102
	Iteration 38Q: 3 clusters Score -5441331 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -5441431.500000 Penalty: 5348.579102
	Iteration 39Q: 3 clusters Score -5441432 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -5441579.000000 Penalty: 5348.579102
	Iteration 40F: 3 clusters Score -5441579 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -5441795.500000 Penalty: 5348.579102
	Iteration 41Q: 3 clusters Score -5441796 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -5442075.000000 Penalty: 5348.579102
	Iteration 42Q: 3 clusters Score -5442075 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -5442387.000000 Penalty: 5348.579102
	Iteration 43Q: 3 clusters Score -5442387 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -5442766.500000 Penalty: 5348.579102
	Iteration 44Q: 3 clusters Score -5442766 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -5443193.500000 Penalty: 5348.579102
	Iteration 45Q: 3 clusters Score -5443194 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -5443510.000000 Penalty: 5348.579102
	Iteration 46Q: 3 clusters Score -5443510 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -5443820.000000 Penalty: 5348.579102
	Iteration 47Q: 3 clusters Score -5443820 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -5444127.500000 Penalty: 5348.579102
	Iteration 48Q: 3 clusters Score -5444128 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -5444355.500000 Penalty: 5348.579102
	Iteration 49Q: 3 clusters Score -5444356 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -5444615.000000 Penalty: 5348.579102
	Iteration 50Q: 3 clusters Score -5444615 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -5444830.000000 Penalty: 5348.579102
	Iteration 51Q: 3 clusters Score -5444830 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -5444984.500000 Penalty: 5348.579102
	Iteration 52Q: 3 clusters Score -5444984 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -5445160.000000 Penalty: 5348.579102
	Iteration 53Q: 3 clusters Score -5445160 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -5445328.000000 Penalty: 5348.579102
	Iteration 54Q: 3 clusters Score -5445328 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -5445444.500000 Penalty: 5348.579102
	Iteration 55Q: 3 clusters Score -5445444 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -5445631.000000 Penalty: 5348.579102
	Iteration 56Q: 3 clusters Score -5445631 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -5445735.500000 Penalty: 5348.579102
	Iteration 57Q: 3 clusters Score -5445736 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -5445827.000000 Penalty: 5348.579102
	Iteration 58Q: 3 clusters Score -5445827 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -5445905.000000 Penalty: 5348.579102
	Iteration 59Q: 3 clusters Score -5445905 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -5446044.500000 Penalty: 5348.579102
	Iteration 60F: 3 clusters Score -5446044 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -5446133.000000 Penalty: 5348.579102
	Iteration 61Q: 3 clusters Score -5446133 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -5446219.000000 Penalty: 5348.579102
	Iteration 62Q: 3 clusters Score -5446219 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -5446272.000000 Penalty: 5348.579102
	Iteration 63Q: 3 clusters Score -5446272 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -5446306.000000 Penalty: 5348.579102
	Iteration 64Q: 3 clusters Score -5446306 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -5446362.500000 Penalty: 5348.579102
	Iteration 65Q: 3 clusters Score -5446362 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -5446396.000000 Penalty: 5348.579102
	Iteration 66Q: 3 clusters Score -5446396 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -5446454.000000 Penalty: 5348.579102
	Iteration 67Q: 3 clusters Score -5446454 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -5446469.000000 Penalty: 5348.579102
	Iteration 68Q: 3 clusters Score -5446469 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -5446501.000000 Penalty: 5348.579102
	Iteration 69Q: 3 clusters Score -5446501 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -5446546.000000 Penalty: 5348.579102
	Iteration 70Q: 3 clusters Score -5446546 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -5446558.500000 Penalty: 5348.579102
	Iteration 71Q: 3 clusters Score -5446558 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -5446567.000000 Penalty: 5348.579102
	Iteration 72Q: 3 clusters Score -5446567 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -5446576.500000 Penalty: 5348.579102
	Iteration 73Q: 3 clusters Score -5446576 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -5446582.000000 Penalty: 5348.579102
	Iteration 74Q: 3 clusters Score -5446582 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -5446594.500000 Penalty: 5348.579102
	Iteration 75Q: 3 clusters Score -5446594 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -5446590.500000 Penalty: 5348.579102
	Iteration 76Q: 3 clusters Score -5446590 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -5446604.500000 Penalty: 5348.579102
	Iteration 77Q: 3 clusters Score -5446604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -5446613.000000 Penalty: 5348.579102
	Iteration 78Q: 3 clusters Score -5446613 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -5446604.000000 Penalty: 5348.579102
	Iteration 79Q: 3 clusters Score -5446604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -5446597.500000 Penalty: 5348.579102
	Iteration 80F: 3 clusters Score -5446598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -5446610.500000 Penalty: 5348.579102
	Iteration 81Q: 3 clusters Score -5446610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -5446606.500000 Penalty: 5348.579102
	Iteration 82Q: 3 clusters Score -5446606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -5446605.500000 Penalty: 5348.579102
	Iteration 83Q: 3 clusters Score -5446606 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -5446621.000000 Penalty: 5348.579102
	Iteration 84Q: 3 clusters Score -5446621 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -5446639.000000 Penalty: 5348.579102
	Iteration 85Q: 3 clusters Score -5446639 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -5446640.000000 Penalty: 5348.579102
	Iteration 86Q: 3 clusters Score -5446640 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -5446641.500000 Penalty: 5348.579102
	Iteration 87Q: 3 clusters Score -5446642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -5446635.000000 Penalty: 5348.579102
	Iteration 88Q: 3 clusters Score -5446635 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -5446654.000000 Penalty: 5348.579102
	Iteration 89Q: 3 clusters Score -5446654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -5446655.500000 Penalty: 5348.579102
	Iteration 90Q: 3 clusters Score -5446656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -5446654.000000 Penalty: 5348.579102
	Iteration 91Q: 3 clusters Score -5446654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -5446659.500000 Penalty: 5348.579102
	Iteration 92Q: 3 clusters Score -5446660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -5446664.500000 Penalty: 5348.579102
	Iteration 93Q: 3 clusters Score -5446664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -5446653.000000 Penalty: 5348.579102
	Iteration 94Q: 3 clusters Score -5446653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -5446662.000000 Penalty: 5348.579102
	Iteration 95Q: 3 clusters Score -5446662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -5446669.500000 Penalty: 5348.579102
	Iteration 96Q: 3 clusters Score -5446670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -5446671.500000 Penalty: 5348.579102
	Iteration 97Q: 3 clusters Score -5446672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -5446672.000000 Penalty: 5348.579102
	Iteration 98Q: 3 clusters Score -5446672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -5446675.500000 Penalty: 5348.579102
	Iteration 99Q: 3 clusters Score -5446676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -5446685.500000 Penalty: 5348.579102
	Iteration 100F: 3 clusters Score -5446686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -5446681.500000 Penalty: 5348.579102
	Iteration 101Q: 3 clusters Score -5446682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -5446679.000000 Penalty: 5348.579102
	Iteration 102Q: 3 clusters Score -5446679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -5446674.000000 Penalty: 5348.579102
	Iteration 103Q: 3 clusters Score -5446674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -5446677.000000 Penalty: 5348.579102
	Iteration 104Q: 3 clusters Score -5446677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5446678.000000 Penalty: 5348.579102
	Iteration 105Q: 3 clusters Score -5446678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -5446687.000000 Penalty: 5348.579102
	Iteration 106Q: 3 clusters Score -5446687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -5446691.500000 Penalty: 5348.579102
	Iteration 107Q: 3 clusters Score -5446692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -5446683.500000 Penalty: 5348.579102
	Iteration 108Q: 3 clusters Score -5446684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -5446677.000000 Penalty: 5348.579102
	Iteration 109Q: 3 clusters Score -5446677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -5446668.500000 Penalty: 5348.579102
	Iteration 110Q: 3 clusters Score -5446668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -5446673.000000 Penalty: 5348.579102
	Iteration 111Q: 3 clusters Score -5446673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -5446671.500000 Penalty: 5348.579102
	Iteration 112Q: 3 clusters Score -5446672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -5446675.500000 Penalty: 5348.579102
	Iteration 113Q: 3 clusters Score -5446676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -5446676.000000 Penalty: 5348.579102
	Iteration 114Q: 3 clusters Score -5446676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -5446678.500000 Penalty: 5348.579102
	Iteration 115Q: 3 clusters Score -5446678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5446676.000000 Penalty: 5348.579102
	Iteration 116Q: 3 clusters Score -5446676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -5446673.500000 Penalty: 5348.579102
	Iteration 117Q: 3 clusters Score -5446674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -5446684.500000 Penalty: 5348.579102
	Iteration 118Q: 3 clusters Score -5446684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -5446694.000000 Penalty: 5348.579102
	Iteration 119Q: 3 clusters Score -5446694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -5446699.500000 Penalty: 5348.579102
	Iteration 120F: 3 clusters Score -5446700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -5446705.000000 Penalty: 5348.579102
	Iteration 121Q: 3 clusters Score -5446705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -5446697.000000 Penalty: 5348.579102
	Iteration 122Q: 3 clusters Score -5446697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -5446698.500000 Penalty: 5348.579102
	Iteration 123Q: 3 clusters Score -5446698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -5446698.500000 Penalty: 5348.579102
	Iteration 124Q: 3 clusters Score -5446698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -5446701.500000 Penalty: 5348.579102
	Iteration 125Q: 3 clusters Score -5446702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -5446706.000000 Penalty: 5348.579102
	Iteration 126Q: 3 clusters Score -5446706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -5446714.000000 Penalty: 5348.579102
	Iteration 127Q: 3 clusters Score -5446714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -5446717.000000 Penalty: 5348.579102
	Iteration 128Q: 3 clusters Score -5446717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -5446712.000000 Penalty: 5348.579102
	Iteration 129Q: 3 clusters Score -5446712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -5446716.000000 Penalty: 5348.579102
	Iteration 130Q: 3 clusters Score -5446716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -5446713.000000 Penalty: 5348.579102
	Iteration 131Q: 3 clusters Score -5446713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5446714.500000 Penalty: 5348.579102
	Iteration 132Q: 3 clusters Score -5446714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -5446716.000000 Penalty: 5348.579102
	Iteration 133Q: 3 clusters Score -5446716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -5446712.000000 Penalty: 5348.579102
	Iteration 134Q: 3 clusters Score -5446712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -5446710.000000 Penalty: 5348.579102
	Iteration 135Q: 3 clusters Score -5446710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -5446710.500000 Penalty: 5348.579102
	Iteration 136Q: 3 clusters Score -5446710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -5446711.500000 Penalty: 5348.579102
	Iteration 137Q: 3 clusters Score -5446712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -5446708.500000 Penalty: 5348.579102
	Iteration 138Q: 3 clusters Score -5446708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -5446709.000000 Penalty: 5348.579102
	Iteration 139Q: 3 clusters Score -5446709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -5446711.000000 Penalty: 5348.579102
	Iteration 140F: 3 clusters Score -5446711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -5446712.500000 Penalty: 5348.579102
	Iteration 141Q: 3 clusters Score -5446712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -5446710.500000 Penalty: 5348.579102
	Iteration 142Q: 3 clusters Score -5446710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -5446714.500000 Penalty: 5348.579102
	Iteration 143Q: 3 clusters Score -5446714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -5446714.000000 Penalty: 5348.579102
	Iteration 144Q: 3 clusters Score -5446714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -5446706.500000 Penalty: 5348.579102
	Iteration 145Q: 3 clusters Score -5446706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -5446699.500000 Penalty: 5348.579102
	Iteration 146Q: 3 clusters Score -5446700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -5446700.500000 Penalty: 5348.579102
	Iteration 147Q: 3 clusters Score -5446700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -5446701.000000 Penalty: 5348.579102
	Iteration 148Q: 3 clusters Score -5446701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -5446710.500000 Penalty: 5348.579102
	Iteration 149Q: 3 clusters Score -5446710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -5446710.000000 Penalty: 5348.579102
	Iteration 150Q: 3 clusters Score -5446710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -5446717.000000 Penalty: 5348.579102
	Iteration 151Q: 3 clusters Score -5446717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -5446722.000000 Penalty: 5348.579102
	Iteration 152Q: 3 clusters Score -5446722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -5446726.500000 Penalty: 5348.579102
	Iteration 153Q: 3 clusters Score -5446726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -5446721.000000 Penalty: 5348.579102
	Iteration 154Q: 3 clusters Score -5446721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -5446722.000000 Penalty: 5348.579102
	Iteration 155Q: 3 clusters Score -5446722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -5446724.000000 Penalty: 5348.579102
	Iteration 156Q: 3 clusters Score -5446724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -5446717.500000 Penalty: 5348.579102
	Iteration 157Q: 3 clusters Score -5446718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -5446721.000000 Penalty: 5348.579102
	Iteration 158Q: 3 clusters Score -5446721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -5446723.000000 Penalty: 5348.579102
	Iteration 159Q: 3 clusters Score -5446723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -5446728.000000 Penalty: 5348.579102
	Iteration 160F: 3 clusters Score -5446728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -5446732.000000 Penalty: 5348.579102
	Iteration 161Q: 3 clusters Score -5446732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -5446731.000000 Penalty: 5348.579102
	Iteration 162Q: 3 clusters Score -5446731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -5446730.000000 Penalty: 5348.579102
	Iteration 163Q: 3 clusters Score -5446730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -5446725.000000 Penalty: 5348.579102
	Iteration 164Q: 3 clusters Score -5446725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -5446726.500000 Penalty: 5348.579102
	Iteration 165Q: 3 clusters Score -5446726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -5446726.500000 Penalty: 5348.579102
	Iteration 166Q: 3 clusters Score -5446726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -5446726.000000 Penalty: 5348.579102
	Iteration 167Q: 3 clusters Score -5446726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -5446724.000000 Penalty: 5348.579102
	Iteration 168Q: 3 clusters Score -5446724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -5446723.000000 Penalty: 5348.579102
	Iteration 169Q: 3 clusters Score -5446723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -5446725.000000 Penalty: 5348.579102
	Iteration 170Q: 3 clusters Score -5446725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -5446727.000000 Penalty: 5348.579102
	Iteration 171Q: 3 clusters Score -5446727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -5446727.500000 Penalty: 5348.579102
	Iteration 172Q: 3 clusters Score -5446728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -5446727.500000 Penalty: 5348.579102
	Iteration 173F: 3 clusters Score -5446728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -87575.882812 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -87575.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -85754.312500 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -85754.31 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -86279.281250 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -86279.28 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -86583.390625 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -86583.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -86748.179688 Penalty: 3420.760254
	Iteration 3F: 3 clusters Score -86748.18 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -86937.929688 Penalty: 3420.760254
	Iteration 4F: 3 clusters Score -86937.93 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -87222.515625 Penalty: 3420.760254
	Iteration 5F: 3 clusters Score -87222.52 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -87633.210938 Penalty: 3420.760254
	Iteration 6F: 3 clusters Score -87633.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -87720.031250 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -87720.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -87770.359375 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -87770.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -87791.773438 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -87791.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -87810.250000 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -87810.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -87817.281250 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -87817.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -87820.710938 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -87820.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -87821.726562 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -87821.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -87826.109375 Penalty: 3420.760254
	Iteration 14Q: 3 clusters Score -87826.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -87830.460938 Penalty: 3420.760254
	Iteration 15Q: 3 clusters Score -87830.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -87832.898438 Penalty: 3420.760254
	Iteration 16Q: 3 clusters Score -87832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -87834.492188 Penalty: 3420.760254
	Iteration 17Q: 3 clusters Score -87834.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -87835.406250 Penalty: 3420.760254
	Iteration 18Q: 3 clusters Score -87835.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -87835.406250 Penalty: 3420.760254
	Iteration 19F: 3 clusters Score -87835.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 115766 members 
Mstep: Class 3 contains 50236 members 
Mstep: Class 4 contains 48215 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 6 contains 64135 members 
Mstep: Class 7 contains 34677 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191012 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 90957 members 
Mstep: Class 17 contains 25531 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21794 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 535 members 
Entering Unmasked Estep 
Score: -98117560.000000 Penalty: 91810.695312
Splitting cluster 5 changes total score from -98119104.000000 to -98117560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (64135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64135 members 
Entering Unmasked Estep 
Score: -7200471.000000 Penalty: 2745.048828
	Iteration 0F: 2 clusters Score -7200471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -7157539.500000 Penalty: 5490.097656
	Iteration 0F: 3 clusters Score -7157540 nChanged 29800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -7174269.500000 Penalty: 5490.097656
	Iteration 1F: 3 clusters Score -7174270 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -7174765.000000 Penalty: 5490.097656
	Iteration 2Q: 3 clusters Score -7174765 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -7175292.000000 Penalty: 5490.097656
	Iteration 3Q: 3 clusters Score -7175292 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -7175791.500000 Penalty: 5490.097656
	Iteration 4Q: 3 clusters Score -7175792 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -7176409.000000 Penalty: 5490.097656
	Iteration 5Q: 3 clusters Score -7176409 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -7177203.500000 Penalty: 5490.097656
	Iteration 6Q: 3 clusters Score -7177204 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -7178367.500000 Penalty: 5490.097656
	Iteration 7Q: 3 clusters Score -7178368 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -7180081.000000 Penalty: 5490.097656
	Iteration 8Q: 3 clusters Score -7180081 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -7182361.000000 Penalty: 5490.097656
	Iteration 9F: 3 clusters Score -7182361 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -7184895.000000 Penalty: 5490.097656
	Iteration 10F: 3 clusters Score -7184895 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -7187527.000000 Penalty: 5490.097656
	Iteration 11F: 3 clusters Score -7187527 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -7190086.000000 Penalty: 5490.097656
	Iteration 12F: 3 clusters Score -7190086 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -7192460.000000 Penalty: 5490.097656
	Iteration 13Q: 3 clusters Score -7192460 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -7194413.000000 Penalty: 5490.097656
	Iteration 14Q: 3 clusters Score -7194413 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60239 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -7195791.500000 Penalty: 5490.097656
	Iteration 15Q: 3 clusters Score -7195792 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61522 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -7196616.500000 Penalty: 5490.097656
	Iteration 16Q: 3 clusters Score -7196616 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7197155.000000 Penalty: 5490.097656
	Iteration 17Q: 3 clusters Score -7197155 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7197479.000000 Penalty: 5490.097656
	Iteration 18Q: 3 clusters Score -7197479 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63069 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7197680.000000 Penalty: 5490.097656
	Iteration 19Q: 3 clusters Score -7197680 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63227 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -7197781.500000 Penalty: 5490.097656
	Iteration 20F: 3 clusters Score -7197782 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63343 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7197884.000000 Penalty: 5490.097656
	Iteration 21Q: 3 clusters Score -7197884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63405 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7197913.000000 Penalty: 5490.097656
	Iteration 22Q: 3 clusters Score -7197913 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7197961.500000 Penalty: 5490.097656
	Iteration 23Q: 3 clusters Score -7197962 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63494 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7198021.000000 Penalty: 5490.097656
	Iteration 24Q: 3 clusters Score -7198021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63522 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7198045.000000 Penalty: 5490.097656
	Iteration 25Q: 3 clusters Score -7198045 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63547 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7198062.000000 Penalty: 5490.097656
	Iteration 26Q: 3 clusters Score -7198062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7198082.500000 Penalty: 5490.097656
	Iteration 27Q: 3 clusters Score -7198082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7198087.000000 Penalty: 5490.097656
	Iteration 28Q: 3 clusters Score -7198087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7198098.500000 Penalty: 5490.097656
	Iteration 29Q: 3 clusters Score -7198098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7198097.000000 Penalty: 5490.097656
	Iteration 30Q: 3 clusters Score -7198097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63597 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7198102.000000 Penalty: 5490.097656
	Iteration 31Q: 3 clusters Score -7198102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7198106.500000 Penalty: 5490.097656
	Iteration 32Q: 3 clusters Score -7198106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7198120.000000 Penalty: 5490.097656
	Iteration 33Q: 3 clusters Score -7198120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7198119.500000 Penalty: 5490.097656
	Iteration 34Q: 3 clusters Score -7198120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7198126.500000 Penalty: 5490.097656
	Iteration 35Q: 3 clusters Score -7198126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7198134.000000 Penalty: 5490.097656
	Iteration 36Q: 3 clusters Score -7198134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7198129.000000 Penalty: 5490.097656
	Iteration 37Q: 3 clusters Score -7198129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -7198133.500000 Penalty: 5490.097656
	Iteration 38Q: 3 clusters Score -7198134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7198130.000000 Penalty: 5490.097656
	Iteration 39Q: 3 clusters Score -7198130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7198132.000000 Penalty: 5490.097656
	Iteration 40F: 3 clusters Score -7198132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7198133.500000 Penalty: 5490.097656
	Iteration 41Q: 3 clusters Score -7198134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7198130.000000 Penalty: 5490.097656
	Iteration 42Q: 3 clusters Score -7198130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63626 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7198136.500000 Penalty: 5490.097656
	Iteration 43Q: 3 clusters Score -7198136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7198138.000000 Penalty: 5490.097656
	Iteration 44Q: 3 clusters Score -7198138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7198137.500000 Penalty: 5490.097656
	Iteration 45Q: 3 clusters Score -7198138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7198139.000000 Penalty: 5490.097656
	Iteration 46Q: 3 clusters Score -7198139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63633 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7198143.500000 Penalty: 5490.097656
	Iteration 47Q: 3 clusters Score -7198144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63634 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7198141.000000 Penalty: 5490.097656
	Iteration 48Q: 3 clusters Score -7198141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7198142.000000 Penalty: 5490.097656
	Iteration 49Q: 3 clusters Score -7198142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7198142.500000 Penalty: 5490.097656
	Iteration 50Q: 3 clusters Score -7198142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7198142.500000 Penalty: 5490.097656
	Iteration 51F: 3 clusters Score -7198142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Entering Unmasked Estep 
Score: -3931365.500000 Penalty: 2592.550293
	Iteration 0F: 2 clusters Score -3931366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -3907576.250000 Penalty: 5185.100586
	Iteration 0F: 3 clusters Score -3907576 nChanged 15810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -3916580.250000 Penalty: 5185.100586
	Iteration 1F: 3 clusters Score -3916580 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3917210.000000 Penalty: 5185.100586
	Iteration 2Q: 3 clusters Score -3917210 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -3917863.000000 Penalty: 5185.100586
	Iteration 3Q: 3 clusters Score -3917863 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3918609.750000 Penalty: 5185.100586
	Iteration 4Q: 3 clusters Score -3918610 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3919479.000000 Penalty: 5185.100586
	Iteration 5Q: 3 clusters Score -3919479 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3920561.250000 Penalty: 5185.100586
	Iteration 6F: 3 clusters Score -3920561 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3922084.750000 Penalty: 5185.100586
	Iteration 7F: 3 clusters Score -3922085 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3923712.250000 Penalty: 5185.100586
	Iteration 8F: 3 clusters Score -3923712 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3925059.750000 Penalty: 5185.100586
	Iteration 9F: 3 clusters Score -3925060 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -3925789.500000 Penalty: 5185.100586
	Iteration 10Q: 3 clusters Score -3925790 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -3926107.750000 Penalty: 5185.100586
	Iteration 11Q: 3 clusters Score -3926108 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -3926281.500000 Penalty: 5185.100586
	Iteration 12Q: 3 clusters Score -3926282 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3926414.000000 Penalty: 5185.100586
	Iteration 13Q: 3 clusters Score -3926414 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3926510.000000 Penalty: 5185.100586
	Iteration 14Q: 3 clusters Score -3926510 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3926622.500000 Penalty: 5185.100586
	Iteration 15Q: 3 clusters Score -3926622 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -3926722.500000 Penalty: 5185.100586
	Iteration 16Q: 3 clusters Score -3926722 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3926842.750000 Penalty: 5185.100586
	Iteration 17Q: 3 clusters Score -3926843 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3926945.000000 Penalty: 5185.100586
	Iteration 18Q: 3 clusters Score -3926945 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -3927041.250000 Penalty: 5185.100586
	Iteration 19Q: 3 clusters Score -3927041 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -3927118.500000 Penalty: 5185.100586
	Iteration 20F: 3 clusters Score -3927118 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -3927224.000000 Penalty: 5185.100586
	Iteration 21Q: 3 clusters Score -3927224 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3927321.000000 Penalty: 5185.100586
	Iteration 22Q: 3 clusters Score -3927321 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -3927400.750000 Penalty: 5185.100586
	Iteration 23Q: 3 clusters Score -3927401 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -3927462.750000 Penalty: 5185.100586
	Iteration 24Q: 3 clusters Score -3927463 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -3927538.000000 Penalty: 5185.100586
	Iteration 25Q: 3 clusters Score -3927538 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3927627.000000 Penalty: 5185.100586
	Iteration 26Q: 3 clusters Score -3927627 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -3927708.250000 Penalty: 5185.100586
	Iteration 27Q: 3 clusters Score -3927708 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -3927781.750000 Penalty: 5185.100586
	Iteration 28Q: 3 clusters Score -3927782 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -3927862.750000 Penalty: 5185.100586
	Iteration 29Q: 3 clusters Score -3927863 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3927913.000000 Penalty: 5185.100586
	Iteration 30Q: 3 clusters Score -3927913 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -3928002.750000 Penalty: 5185.100586
	Iteration 31Q: 3 clusters Score -3928003 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3928085.000000 Penalty: 5185.100586
	Iteration 32Q: 3 clusters Score -3928085 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -3928156.750000 Penalty: 5185.100586
	Iteration 33Q: 3 clusters Score -3928157 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3928225.250000 Penalty: 5185.100586
	Iteration 34Q: 3 clusters Score -3928225 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3928289.000000 Penalty: 5185.100586
	Iteration 35Q: 3 clusters Score -3928289 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3928347.750000 Penalty: 5185.100586
	Iteration 36Q: 3 clusters Score -3928348 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3928389.500000 Penalty: 5185.100586
	Iteration 37Q: 3 clusters Score -3928390 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -3928446.500000 Penalty: 5185.100586
	Iteration 38Q: 3 clusters Score -3928446 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -3928521.250000 Penalty: 5185.100586
	Iteration 39Q: 3 clusters Score -3928521 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3928584.750000 Penalty: 5185.100586
	Iteration 40F: 3 clusters Score -3928585 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3928625.250000 Penalty: 5185.100586
	Iteration 41Q: 3 clusters Score -3928625 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3928665.500000 Penalty: 5185.100586
	Iteration 42Q: 3 clusters Score -3928666 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3928697.500000 Penalty: 5185.100586
	Iteration 43Q: 3 clusters Score -3928698 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3928737.250000 Penalty: 5185.100586
	Iteration 44Q: 3 clusters Score -3928737 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3928773.000000 Penalty: 5185.100586
	Iteration 45Q: 3 clusters Score -3928773 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -3928795.250000 Penalty: 5185.100586
	Iteration 46Q: 3 clusters Score -3928795 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3928819.750000 Penalty: 5185.100586
	Iteration 47Q: 3 clusters Score -3928820 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3928841.250000 Penalty: 5185.100586
	Iteration 48Q: 3 clusters Score -3928841 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3928867.750000 Penalty: 5185.100586
	Iteration 49Q: 3 clusters Score -3928868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3928874.250000 Penalty: 5185.100586
	Iteration 50Q: 3 clusters Score -3928874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3928903.750000 Penalty: 5185.100586
	Iteration 51Q: 3 clusters Score -3928904 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3928916.750000 Penalty: 5185.100586
	Iteration 52Q: 3 clusters Score -3928917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3928932.500000 Penalty: 5185.100586
	Iteration 53Q: 3 clusters Score -3928932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -3928957.750000 Penalty: 5185.100586
	Iteration 54Q: 3 clusters Score -3928958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3928962.000000 Penalty: 5185.100586
	Iteration 55Q: 3 clusters Score -3928962 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3928967.250000 Penalty: 5185.100586
	Iteration 56Q: 3 clusters Score -3928967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3928976.250000 Penalty: 5185.100586
	Iteration 57Q: 3 clusters Score -3928976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3928991.000000 Penalty: 5185.100586
	Iteration 58Q: 3 clusters Score -3928991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3929000.750000 Penalty: 5185.100586
	Iteration 59Q: 3 clusters Score -3929001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3929004.750000 Penalty: 5185.100586
	Iteration 60F: 3 clusters Score -3929005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3929019.500000 Penalty: 5185.100586
	Iteration 61Q: 3 clusters Score -3929020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3929030.000000 Penalty: 5185.100586
	Iteration 62Q: 3 clusters Score -3929030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3929030.250000 Penalty: 5185.100586
	Iteration 63Q: 3 clusters Score -3929030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3929020.250000 Penalty: 5185.100586
	Iteration 64Q: 3 clusters Score -3929020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3929030.750000 Penalty: 5185.100586
	Iteration 65Q: 3 clusters Score -3929031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3929040.000000 Penalty: 5185.100586
	Iteration 66Q: 3 clusters Score -3929040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3929052.000000 Penalty: 5185.100586
	Iteration 67Q: 3 clusters Score -3929052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3929055.750000 Penalty: 5185.100586
	Iteration 68Q: 3 clusters Score -3929056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3929066.000000 Penalty: 5185.100586
	Iteration 69Q: 3 clusters Score -3929066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3929060.500000 Penalty: 5185.100586
	Iteration 70Q: 3 clusters Score -3929060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3929062.750000 Penalty: 5185.100586
	Iteration 71Q: 3 clusters Score -3929063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3929070.250000 Penalty: 5185.100586
	Iteration 72Q: 3 clusters Score -3929070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3929069.250000 Penalty: 5185.100586
	Iteration 73Q: 3 clusters Score -3929069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -3929078.000000 Penalty: 5185.100586
	Iteration 74Q: 3 clusters Score -3929078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3929087.250000 Penalty: 5185.100586
	Iteration 75Q: 3 clusters Score -3929087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3929087.500000 Penalty: 5185.100586
	Iteration 76Q: 3 clusters Score -3929088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3929086.250000 Penalty: 5185.100586
	Iteration 77Q: 3 clusters Score -3929086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3929087.250000 Penalty: 5185.100586
	Iteration 78Q: 3 clusters Score -3929087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3929087.750000 Penalty: 5185.100586
	Iteration 79Q: 3 clusters Score -3929088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3929092.250000 Penalty: 5185.100586
	Iteration 80F: 3 clusters Score -3929092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3929098.000000 Penalty: 5185.100586
	Iteration 81Q: 3 clusters Score -3929098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3929105.250000 Penalty: 5185.100586
	Iteration 82Q: 3 clusters Score -3929105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3929105.000000 Penalty: 5185.100586
	Iteration 83Q: 3 clusters Score -3929105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3929112.500000 Penalty: 5185.100586
	Iteration 84Q: 3 clusters Score -3929112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3929113.500000 Penalty: 5185.100586
	Iteration 85Q: 3 clusters Score -3929114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3929115.250000 Penalty: 5185.100586
	Iteration 86Q: 3 clusters Score -3929115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3929113.750000 Penalty: 5185.100586
	Iteration 87Q: 3 clusters Score -3929114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3929114.500000 Penalty: 5185.100586
	Iteration 88Q: 3 clusters Score -3929114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3929114.500000 Penalty: 5185.100586
	Iteration 89Q: 3 clusters Score -3929114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3929110.000000 Penalty: 5185.100586
	Iteration 90Q: 3 clusters Score -3929110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3929110.500000 Penalty: 5185.100586
	Iteration 91Q: 3 clusters Score -3929110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3929108.500000 Penalty: 5185.100586
	Iteration 92Q: 3 clusters Score -3929108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3929113.000000 Penalty: 5185.100586
	Iteration 93Q: 3 clusters Score -3929113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3929105.500000 Penalty: 5185.100586
	Iteration 94Q: 3 clusters Score -3929106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3929108.250000 Penalty: 5185.100586
	Iteration 95Q: 3 clusters Score -3929108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3929108.250000 Penalty: 5185.100586
	Iteration 96F: 3 clusters Score -3929108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Entering Unmasked Estep 
Score: -568404.937500 Penalty: 2115.614014
	Iteration 0F: 2 clusters Score -568404.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -563822.437500 Penalty: 4231.228027
	Iteration 0F: 3 clusters Score -563822.4 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -564884.687500 Penalty: 4231.228027
	Iteration 1F: 3 clusters Score -564884.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -565089.625000 Penalty: 4231.228027
	Iteration 2F: 3 clusters Score -565089.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -565222.312500 Penalty: 4231.228027
	Iteration 3Q: 3 clusters Score -565222.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -565329.375000 Penalty: 4231.228027
	Iteration 4Q: 3 clusters Score -565329.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -565409.250000 Penalty: 4231.228027
	Iteration 5Q: 3 clusters Score -565409.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -565480.750000 Penalty: 4231.228027
	Iteration 6Q: 3 clusters Score -565480.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -565538.375000 Penalty: 4231.228027
	Iteration 7Q: 3 clusters Score -565538.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -565603.125000 Penalty: 4231.228027
	Iteration 8Q: 3 clusters Score -565603.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -565658.625000 Penalty: 4231.228027
	Iteration 9Q: 3 clusters Score -565658.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -565714.687500 Penalty: 4231.228027
	Iteration 10Q: 3 clusters Score -565714.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -565772.562500 Penalty: 4231.228027
	Iteration 11Q: 3 clusters Score -565772.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -565824.312500 Penalty: 4231.228027
	Iteration 12Q: 3 clusters Score -565824.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -565881.312500 Penalty: 4231.228027
	Iteration 13Q: 3 clusters Score -565881.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -565949.062500 Penalty: 4231.228027
	Iteration 14Q: 3 clusters Score -565949.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -566014.625000 Penalty: 4231.228027
	Iteration 15Q: 3 clusters Score -566014.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -566089.812500 Penalty: 4231.228027
	Iteration 16Q: 3 clusters Score -566089.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -566166.562500 Penalty: 4231.228027
	Iteration 17Q: 3 clusters Score -566166.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -566234.125000 Penalty: 4231.228027
	Iteration 18Q: 3 clusters Score -566234.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -566292.500000 Penalty: 4231.228027
	Iteration 19Q: 3 clusters Score -566292.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -566351.750000 Penalty: 4231.228027
	Iteration 20F: 3 clusters Score -566351.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -566402.750000 Penalty: 4231.228027
	Iteration 21Q: 3 clusters Score -566402.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -566458.312500 Penalty: 4231.228027
	Iteration 22Q: 3 clusters Score -566458.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -566506.875000 Penalty: 4231.228027
	Iteration 23Q: 3 clusters Score -566506.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -566542.312500 Penalty: 4231.228027
	Iteration 24Q: 3 clusters Score -566542.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -566575.125000 Penalty: 4231.228027
	Iteration 25Q: 3 clusters Score -566575.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -566599.687500 Penalty: 4231.228027
	Iteration 26Q: 3 clusters Score -566599.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -566621.312500 Penalty: 4231.228027
	Iteration 27Q: 3 clusters Score -566621.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -566646.312500 Penalty: 4231.228027
	Iteration 28Q: 3 clusters Score -566646.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -566665.687500 Penalty: 4231.228027
	Iteration 29Q: 3 clusters Score -566665.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -566677.000000 Penalty: 4231.228027
	Iteration 30Q: 3 clusters Score -566677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -566687.062500 Penalty: 4231.228027
	Iteration 31Q: 3 clusters Score -566687.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -566698.125000 Penalty: 4231.228027
	Iteration 32Q: 3 clusters Score -566698.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -566707.812500 Penalty: 4231.228027
	Iteration 33Q: 3 clusters Score -566707.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -566720.937500 Penalty: 4231.228027
	Iteration 34Q: 3 clusters Score -566720.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -566724.500000 Penalty: 4231.228027
	Iteration 35Q: 3 clusters Score -566724.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -566725.937500 Penalty: 4231.228027
	Iteration 36Q: 3 clusters Score -566725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -566727.187500 Penalty: 4231.228027
	Iteration 37Q: 3 clusters Score -566727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -566729.437500 Penalty: 4231.228027
	Iteration 38Q: 3 clusters Score -566729.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -566734.625000 Penalty: 4231.228027
	Iteration 39Q: 3 clusters Score -566734.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -566737.750000 Penalty: 4231.228027
	Iteration 40F: 3 clusters Score -566737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -566740.125000 Penalty: 4231.228027
	Iteration 41Q: 3 clusters Score -566740.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -566742.375000 Penalty: 4231.228027
	Iteration 42Q: 3 clusters Score -566742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -566743.750000 Penalty: 4231.228027
	Iteration 43Q: 3 clusters Score -566743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -566743.750000 Penalty: 4231.228027
	Iteration 44F: 3 clusters Score -566743.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Entering Unmasked Estep 
Score: -469092.500000 Penalty: 2080.955322
	Iteration 0F: 2 clusters Score -469092.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -464989.031250 Penalty: 4161.910645
	Iteration 0F: 3 clusters Score -464989 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -465929.937500 Penalty: 4161.910645
	Iteration 1F: 3 clusters Score -465929.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -466185.531250 Penalty: 4161.910645
	Iteration 2F: 3 clusters Score -466185.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -466454.812500 Penalty: 4161.910645
	Iteration 3F: 3 clusters Score -466454.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -466728.218750 Penalty: 4161.910645
	Iteration 4F: 3 clusters Score -466728.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -466944.125000 Penalty: 4161.910645
	Iteration 5F: 3 clusters Score -466944.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -467104.000000 Penalty: 4161.910645
	Iteration 6Q: 3 clusters Score -467104 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -467242.125000 Penalty: 4161.910645
	Iteration 7Q: 3 clusters Score -467242.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -467369.968750 Penalty: 4161.910645
	Iteration 8Q: 3 clusters Score -467370 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -467476.843750 Penalty: 4161.910645
	Iteration 9Q: 3 clusters Score -467476.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -467544.062500 Penalty: 4161.910645
	Iteration 10Q: 3 clusters Score -467544.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -467598.375000 Penalty: 4161.910645
	Iteration 11Q: 3 clusters Score -467598.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -467633.375000 Penalty: 4161.910645
	Iteration 12Q: 3 clusters Score -467633.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -467655.093750 Penalty: 4161.910645
	Iteration 13Q: 3 clusters Score -467655.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -467677.375000 Penalty: 4161.910645
	Iteration 14Q: 3 clusters Score -467677.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -467694.250000 Penalty: 4161.910645
	Iteration 15Q: 3 clusters Score -467694.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -467703.437500 Penalty: 4161.910645
	Iteration 16Q: 3 clusters Score -467703.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -467714.906250 Penalty: 4161.910645
	Iteration 17Q: 3 clusters Score -467714.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -467723.937500 Penalty: 4161.910645
	Iteration 18Q: 3 clusters Score -467723.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -467729.812500 Penalty: 4161.910645
	Iteration 19Q: 3 clusters Score -467729.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -467734.062500 Penalty: 4161.910645
	Iteration 20F: 3 clusters Score -467734.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -467739.500000 Penalty: 4161.910645
	Iteration 21Q: 3 clusters Score -467739.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -467746.875000 Penalty: 4161.910645
	Iteration 22Q: 3 clusters Score -467746.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -467749.625000 Penalty: 4161.910645
	Iteration 23Q: 3 clusters Score -467749.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -467749.968750 Penalty: 4161.910645
	Iteration 24Q: 3 clusters Score -467750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -467751.500000 Penalty: 4161.910645
	Iteration 25Q: 3 clusters Score -467751.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -467753.625000 Penalty: 4161.910645
	Iteration 26Q: 3 clusters Score -467753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -467755.281250 Penalty: 4161.910645
	Iteration 27Q: 3 clusters Score -467755.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -467756.031250 Penalty: 4161.910645
	Iteration 28Q: 3 clusters Score -467756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -467758.343750 Penalty: 4161.910645
	Iteration 29Q: 3 clusters Score -467758.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -467761.281250 Penalty: 4161.910645
	Iteration 30Q: 3 clusters Score -467761.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -467763.031250 Penalty: 4161.910645
	Iteration 31Q: 3 clusters Score -467763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -467764.968750 Penalty: 4161.910645
	Iteration 32Q: 3 clusters Score -467765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -467765.437500 Penalty: 4161.910645
	Iteration 33Q: 3 clusters Score -467765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -467767.656250 Penalty: 4161.910645
	Iteration 34Q: 3 clusters Score -467767.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -467768.687500 Penalty: 4161.910645
	Iteration 35Q: 3 clusters Score -467768.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -467769.031250 Penalty: 4161.910645
	Iteration 36Q: 3 clusters Score -467769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -467771.125000 Penalty: 4161.910645
	Iteration 37Q: 3 clusters Score -467771.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -467772.625000 Penalty: 4161.910645
	Iteration 38Q: 3 clusters Score -467772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -467774.625000 Penalty: 4161.910645
	Iteration 39Q: 3 clusters Score -467774.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -467774.625000 Penalty: 4161.910645
	Iteration 40F: 3 clusters Score -467774.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -21195986.000000 Penalty: 3015.702637
	Iteration 0F: 2 clusters Score -2.119599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95772 members 
Mstep: Class 2 contains 95240 members 
Entering Unmasked Estep 
Score: -21071670.000000 Penalty: 6031.405273
	Iteration 0F: 3 clusters Score -2.107167e+07 nChanged 91620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102058 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -21125472.000000 Penalty: 6031.405273
	Iteration 1F: 3 clusters Score -2.112547e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 84698 members 
Entering Unmasked Estep 
Score: -21126872.000000 Penalty: 6031.405273
	Iteration 2Q: 3 clusters Score -2.112687e+07 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112934 members 
Mstep: Class 2 contains 78078 members 
Entering Unmasked Estep 
Score: -21129714.000000 Penalty: 6031.405273
	Iteration 3Q: 3 clusters Score -2.112971e+07 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122623 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -21135442.000000 Penalty: 6031.405273
	Iteration 4F: 3 clusters Score -2.113544e+07 nChanged 14364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136151 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -21145706.000000 Penalty: 6031.405273
	Iteration 5F: 3 clusters Score -2.114571e+07 nChanged 17171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152520 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -21161002.000000 Penalty: 6031.405273
	Iteration 6F: 3 clusters Score -2.1161e+07 nChanged 16505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168653 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -21176704.000000 Penalty: 6031.405273
	Iteration 7F: 3 clusters Score -2.11767e+07 nChanged 11529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180114 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -21186706.000000 Penalty: 6031.405273
	Iteration 8F: 3 clusters Score -2.118671e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185922 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -21191010.000000 Penalty: 6031.405273
	Iteration 9Q: 3 clusters Score -2.119101e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188392 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -21192484.000000 Penalty: 6031.405273
	Iteration 10Q: 3 clusters Score -2.119248e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189457 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -21193044.000000 Penalty: 6031.405273
	Iteration 11Q: 3 clusters Score -2.119304e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189896 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -21193320.000000 Penalty: 6031.405273
	Iteration 12Q: 3 clusters Score -2.119332e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190092 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -21193432.000000 Penalty: 6031.405273
	Iteration 13Q: 3 clusters Score -2.119343e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190200 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -21193438.000000 Penalty: 6031.405273
	Iteration 14Q: 3 clusters Score -2.119344e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190272 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -21193518.000000 Penalty: 6031.405273
	Iteration 15Q: 3 clusters Score -2.119352e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190320 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -21193532.000000 Penalty: 6031.405273
	Iteration 16Q: 3 clusters Score -2.119353e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190351 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -21193556.000000 Penalty: 6031.405273
	Iteration 17Q: 3 clusters Score -2.119356e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190376 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -21193584.000000 Penalty: 6031.405273
	Iteration 18Q: 3 clusters Score -2.119358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190395 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -21193580.000000 Penalty: 6031.405273
	Iteration 19Q: 3 clusters Score -2.119358e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190409 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -21193576.000000 Penalty: 6031.405273
	Iteration 20F: 3 clusters Score -2.119358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190416 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -21193568.000000 Penalty: 6031.405273
	Iteration 21Q: 3 clusters Score -2.119357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190422 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -21193582.000000 Penalty: 6031.405273
	Iteration 22Q: 3 clusters Score -2.119358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190424 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -21193576.000000 Penalty: 6031.405273
	Iteration 23Q: 3 clusters Score -2.119358e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190429 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21193566.000000 Penalty: 6031.405273
	Iteration 24Q: 3 clusters Score -2.119357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190436 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -21193592.000000 Penalty: 6031.405273
	Iteration 25Q: 3 clusters Score -2.119359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190440 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -21193606.000000 Penalty: 6031.405273
	Iteration 26Q: 3 clusters Score -2.119361e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190445 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -21193598.000000 Penalty: 6031.405273
	Iteration 27Q: 3 clusters Score -2.11936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190449 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -21193614.000000 Penalty: 6031.405273
	Iteration 28Q: 3 clusters Score -2.119361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190449 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -21193614.000000 Penalty: 6031.405273
	Iteration 29F: 3 clusters Score -2.119361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -106217.484375 Penalty: 1715.590942
	Iteration 0F: 2 clusters Score -106217.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -104292.093750 Penalty: 3431.181885
	Iteration 0F: 3 clusters Score -104292.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -104566.445312 Penalty: 3431.181885
	Iteration 1F: 3 clusters Score -104566.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -104677.781250 Penalty: 3431.181885
	Iteration 2F: 3 clusters Score -104677.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104743.101562 Penalty: 3431.181885
	Iteration 3Q: 3 clusters Score -104743.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -104791.218750 Penalty: 3431.181885
	Iteration 4Q: 3 clusters Score -104791.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104828.312500 Penalty: 3431.181885
	Iteration 5Q: 3 clusters Score -104828.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -104855.718750 Penalty: 3431.181885
	Iteration 6Q: 3 clusters Score -104855.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104888.187500 Penalty: 3431.181885
	Iteration 7Q: 3 clusters Score -104888.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104915.460938 Penalty: 3431.181885
	Iteration 8Q: 3 clusters Score -104915.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104951.648438 Penalty: 3431.181885
	Iteration 9Q: 3 clusters Score -104951.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104976.195312 Penalty: 3431.181885
	Iteration 10Q: 3 clusters Score -104976.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -104994.304688 Penalty: 3431.181885
	Iteration 11Q: 3 clusters Score -104994.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -105010.632812 Penalty: 3431.181885
	Iteration 12Q: 3 clusters Score -105010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -105017.679688 Penalty: 3431.181885
	Iteration 13Q: 3 clusters Score -105017.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105026.351562 Penalty: 3431.181885
	Iteration 14Q: 3 clusters Score -105026.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105034.492188 Penalty: 3431.181885
	Iteration 15Q: 3 clusters Score -105034.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -105044.484375 Penalty: 3431.181885
	Iteration 16Q: 3 clusters Score -105044.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105053.812500 Penalty: 3431.181885
	Iteration 17Q: 3 clusters Score -105053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105057.164062 Penalty: 3431.181885
	Iteration 18Q: 3 clusters Score -105057.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105063.632812 Penalty: 3431.181885
	Iteration 19Q: 3 clusters Score -105063.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105076.226562 Penalty: 3431.181885
	Iteration 20F: 3 clusters Score -105076.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105084.125000 Penalty: 3431.181885
	Iteration 21Q: 3 clusters Score -105084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105088.632812 Penalty: 3431.181885
	Iteration 22Q: 3 clusters Score -105088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105093.875000 Penalty: 3431.181885
	Iteration 23Q: 3 clusters Score -105093.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -105100.812500 Penalty: 3431.181885
	Iteration 24Q: 3 clusters Score -105100.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105106.742188 Penalty: 3431.181885
	Iteration 25Q: 3 clusters Score -105106.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -105112.906250 Penalty: 3431.181885
	Iteration 26Q: 3 clusters Score -105112.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105116.562500 Penalty: 3431.181885
	Iteration 27Q: 3 clusters Score -105116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105117.679688 Penalty: 3431.181885
	Iteration 28Q: 3 clusters Score -105117.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -105118.945312 Penalty: 3431.181885
	Iteration 29Q: 3 clusters Score -105118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105122.414062 Penalty: 3431.181885
	Iteration 30Q: 3 clusters Score -105122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105123.156250 Penalty: 3431.181885
	Iteration 31Q: 3 clusters Score -105123.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105123.156250 Penalty: 3431.181885
	Iteration 32F: 3 clusters Score -105123.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -226637.515625 Penalty: 1895.821289
	Iteration 0F: 2 clusters Score -226637.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -223932.578125 Penalty: 3791.642578
	Iteration 0F: 3 clusters Score -223932.6 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -224395.437500 Penalty: 3791.642578
	Iteration 1F: 3 clusters Score -224395.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -224498.296875 Penalty: 3791.642578
	Iteration 2F: 3 clusters Score -224498.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -224558.109375 Penalty: 3791.642578
	Iteration 3Q: 3 clusters Score -224558.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -224598.156250 Penalty: 3791.642578
	Iteration 4Q: 3 clusters Score -224598.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -224624.843750 Penalty: 3791.642578
	Iteration 5Q: 3 clusters Score -224624.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -224649.359375 Penalty: 3791.642578
	Iteration 6Q: 3 clusters Score -224649.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -224671.218750 Penalty: 3791.642578
	Iteration 7Q: 3 clusters Score -224671.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -224687.093750 Penalty: 3791.642578
	Iteration 8Q: 3 clusters Score -224687.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -224699.500000 Penalty: 3791.642578
	Iteration 9Q: 3 clusters Score -224699.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -224714.140625 Penalty: 3791.642578
	Iteration 10Q: 3 clusters Score -224714.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -224725.828125 Penalty: 3791.642578
	Iteration 11Q: 3 clusters Score -224725.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224735.015625 Penalty: 3791.642578
	Iteration 12Q: 3 clusters Score -224735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224740.125000 Penalty: 3791.642578
	Iteration 13Q: 3 clusters Score -224740.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -224744.781250 Penalty: 3791.642578
	Iteration 14Q: 3 clusters Score -224744.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -224747.984375 Penalty: 3791.642578
	Iteration 15Q: 3 clusters Score -224748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224750.921875 Penalty: 3791.642578
	Iteration 16Q: 3 clusters Score -224750.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224751.984375 Penalty: 3791.642578
	Iteration 17Q: 3 clusters Score -224752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -224753.218750 Penalty: 3791.642578
	Iteration 18Q: 3 clusters Score -224753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -224753.468750 Penalty: 3791.642578
	Iteration 19Q: 3 clusters Score -224753.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -224754.359375 Penalty: 3791.642578
	Iteration 20F: 3 clusters Score -224754.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Entering Unmasked Estep 
Score: -1700809.250000 Penalty: 2384.802246
	Iteration 0F: 2 clusters Score -1700809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1690068.000000 Penalty: 4769.604492
	Iteration 0F: 3 clusters Score -1690068 nChanged 6433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1693456.375000 Penalty: 4769.604492
	Iteration 1F: 3 clusters Score -1693456 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1693765.250000 Penalty: 4769.604492
	Iteration 2F: 3 clusters Score -1693765 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1694013.500000 Penalty: 4769.604492
	Iteration 3Q: 3 clusters Score -1694014 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1694245.250000 Penalty: 4769.604492
	Iteration 4Q: 3 clusters Score -1694245 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1694532.875000 Penalty: 4769.604492
	Iteration 5Q: 3 clusters Score -1694533 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1694871.000000 Penalty: 4769.604492
	Iteration 6Q: 3 clusters Score -1694871 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1695281.250000 Penalty: 4769.604492
	Iteration 7Q: 3 clusters Score -1695281 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1695766.500000 Penalty: 4769.604492
	Iteration 8Q: 3 clusters Score -1695766 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1696393.375000 Penalty: 4769.604492
	Iteration 9F: 3 clusters Score -1696393 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1697076.250000 Penalty: 4769.604492
	Iteration 10F: 3 clusters Score -1697076 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1697641.250000 Penalty: 4769.604492
	Iteration 11Q: 3 clusters Score -1697641 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1697993.750000 Penalty: 4769.604492
	Iteration 12Q: 3 clusters Score -1697994 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -1698187.875000 Penalty: 4769.604492
	Iteration 13Q: 3 clusters Score -1698188 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1698312.250000 Penalty: 4769.604492
	Iteration 14Q: 3 clusters Score -1698312 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1698385.375000 Penalty: 4769.604492
	Iteration 15Q: 3 clusters Score -1698385 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1698445.625000 Penalty: 4769.604492
	Iteration 16Q: 3 clusters Score -1698446 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -1698479.750000 Penalty: 4769.604492
	Iteration 17Q: 3 clusters Score -1698480 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1698519.125000 Penalty: 4769.604492
	Iteration 18Q: 3 clusters Score -1698519 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1698557.125000 Penalty: 4769.604492
	Iteration 19Q: 3 clusters Score -1698557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1698597.375000 Penalty: 4769.604492
	Iteration 20F: 3 clusters Score -1698597 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1698622.500000 Penalty: 4769.604492
	Iteration 21Q: 3 clusters Score -1698622 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1698654.625000 Penalty: 4769.604492
	Iteration 22Q: 3 clusters Score -1698655 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1698675.250000 Penalty: 4769.604492
	Iteration 23Q: 3 clusters Score -1698675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1698693.500000 Penalty: 4769.604492
	Iteration 24Q: 3 clusters Score -1698694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1698708.875000 Penalty: 4769.604492
	Iteration 25Q: 3 clusters Score -1698709 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1698726.875000 Penalty: 4769.604492
	Iteration 26Q: 3 clusters Score -1698727 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1698737.250000 Penalty: 4769.604492
	Iteration 27Q: 3 clusters Score -1698737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1698753.250000 Penalty: 4769.604492
	Iteration 28Q: 3 clusters Score -1698753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1698760.250000 Penalty: 4769.604492
	Iteration 29Q: 3 clusters Score -1698760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1698775.000000 Penalty: 4769.604492
	Iteration 30Q: 3 clusters Score -1698775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1698777.000000 Penalty: 4769.604492
	Iteration 31Q: 3 clusters Score -1698777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1698787.875000 Penalty: 4769.604492
	Iteration 32Q: 3 clusters Score -1698788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1698791.250000 Penalty: 4769.604492
	Iteration 33Q: 3 clusters Score -1698791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1698795.875000 Penalty: 4769.604492
	Iteration 34Q: 3 clusters Score -1698796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1698802.125000 Penalty: 4769.604492
	Iteration 35Q: 3 clusters Score -1698802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1698803.875000 Penalty: 4769.604492
	Iteration 36Q: 3 clusters Score -1698804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1698804.750000 Penalty: 4769.604492
	Iteration 37Q: 3 clusters Score -1698805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1698806.625000 Penalty: 4769.604492
	Iteration 38Q: 3 clusters Score -1698807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1698806.625000 Penalty: 4769.604492
	Iteration 39F: 3 clusters Score -1698807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -69352.289062 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -69352.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67655.359375 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -67655.36 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67898.718750 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -67898.72 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -67982.906250 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -67982.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -68035.515625 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -68035.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -68086.890625 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -68086.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68155.078125 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -68155.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68254.148438 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -68254.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68388.992188 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -68388.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68544.218750 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -68544.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68633.437500 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -68633.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68714.398438 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -68714.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -68813.648438 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -68813.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -68900.289062 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -68900.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68968.562500 Penalty: 3272.860352
	Iteration 13Q: 3 clusters Score -68968.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69017.671875 Penalty: 3272.860352
	Iteration 14Q: 3 clusters Score -69017.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -69089.570312 Penalty: 3272.860352
	Iteration 15Q: 3 clusters Score -69089.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -69152.968750 Penalty: 3272.860352
	Iteration 16Q: 3 clusters Score -69152.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69191.078125 Penalty: 3272.860352
	Iteration 17Q: 3 clusters Score -69191.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69211.554688 Penalty: 3272.860352
	Iteration 18Q: 3 clusters Score -69211.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69244.773438 Penalty: 3272.860352
	Iteration 19Q: 3 clusters Score -69244.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69258.164062 Penalty: 3272.860352
	Iteration 20F: 3 clusters Score -69258.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69259.406250 Penalty: 3272.860352
	Iteration 21Q: 3 clusters Score -69259.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69259.406250 Penalty: 3272.860352
	Iteration 22F: 3 clusters Score -69259.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Entering Unmasked Estep 
Score: -3021393.500000 Penalty: 2547.166992
	Iteration 0F: 2 clusters Score -3021394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3001419.000000 Penalty: 5094.333984
	Iteration 0F: 3 clusters Score -3001419 nChanged 13032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3008645.750000 Penalty: 5094.333984
	Iteration 1F: 3 clusters Score -3008646 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3009347.250000 Penalty: 5094.333984
	Iteration 2F: 3 clusters Score -3009347 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -3010270.000000 Penalty: 5094.333984
	Iteration 3F: 3 clusters Score -3010270 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3011479.500000 Penalty: 5094.333984
	Iteration 4F: 3 clusters Score -3011480 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3012828.750000 Penalty: 5094.333984
	Iteration 5F: 3 clusters Score -3012829 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -3014154.250000 Penalty: 5094.333984
	Iteration 6F: 3 clusters Score -3014154 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -3015257.750000 Penalty: 5094.333984
	Iteration 7F: 3 clusters Score -3015258 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -3016103.500000 Penalty: 5094.333984
	Iteration 8Q: 3 clusters Score -3016104 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -3016820.750000 Penalty: 5094.333984
	Iteration 9Q: 3 clusters Score -3016821 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3017518.000000 Penalty: 5094.333984
	Iteration 10Q: 3 clusters Score -3017518 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3018262.250000 Penalty: 5094.333984
	Iteration 11Q: 3 clusters Score -3018262 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3018942.000000 Penalty: 5094.333984
	Iteration 12Q: 3 clusters Score -3018942 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3019346.000000 Penalty: 5094.333984
	Iteration 13Q: 3 clusters Score -3019346 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -3019542.250000 Penalty: 5094.333984
	Iteration 14Q: 3 clusters Score -3019542 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -3019690.500000 Penalty: 5094.333984
	Iteration 15Q: 3 clusters Score -3019690 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3019794.750000 Penalty: 5094.333984
	Iteration 16Q: 3 clusters Score -3019795 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3019849.000000 Penalty: 5094.333984
	Iteration 17Q: 3 clusters Score -3019849 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3019900.000000 Penalty: 5094.333984
	Iteration 18Q: 3 clusters Score -3019900 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -3019919.500000 Penalty: 5094.333984
	Iteration 19Q: 3 clusters Score -3019920 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -3019942.500000 Penalty: 5094.333984
	Iteration 20F: 3 clusters Score -3019942 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3019960.250000 Penalty: 5094.333984
	Iteration 21Q: 3 clusters Score -3019960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -3019972.000000 Penalty: 5094.333984
	Iteration 22Q: 3 clusters Score -3019972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3019981.000000 Penalty: 5094.333984
	Iteration 23Q: 3 clusters Score -3019981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3019991.500000 Penalty: 5094.333984
	Iteration 24Q: 3 clusters Score -3019992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -3019998.500000 Penalty: 5094.333984
	Iteration 25Q: 3 clusters Score -3019998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -3020008.000000 Penalty: 5094.333984
	Iteration 26Q: 3 clusters Score -3020008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3020017.500000 Penalty: 5094.333984
	Iteration 27Q: 3 clusters Score -3020018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3020018.250000 Penalty: 5094.333984
	Iteration 28Q: 3 clusters Score -3020018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -3020018.250000 Penalty: 5094.333984
	Iteration 29Q: 3 clusters Score -3020018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3020022.750000 Penalty: 5094.333984
	Iteration 30Q: 3 clusters Score -3020023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -3020022.500000 Penalty: 5094.333984
	Iteration 31Q: 3 clusters Score -3020022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -3020023.000000 Penalty: 5094.333984
	Iteration 32Q: 3 clusters Score -3020023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -3020023.250000 Penalty: 5094.333984
	Iteration 33Q: 3 clusters Score -3020023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -3020028.000000 Penalty: 5094.333984
	Iteration 34Q: 3 clusters Score -3020028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -3020027.000000 Penalty: 5094.333984
	Iteration 35Q: 3 clusters Score -3020027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -3020028.000000 Penalty: 5094.333984
	Iteration 36Q: 3 clusters Score -3020028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3020028.750000 Penalty: 5094.333984
	Iteration 37Q: 3 clusters Score -3020029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -3020029.000000 Penalty: 5094.333984
	Iteration 38Q: 3 clusters Score -3020029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -3020034.750000 Penalty: 5094.333984
	Iteration 39Q: 3 clusters Score -3020035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -3020034.250000 Penalty: 5094.333984
	Iteration 40F: 3 clusters Score -3020034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3020037.250000 Penalty: 5094.333984
	Iteration 41Q: 3 clusters Score -3020037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -3020044.750000 Penalty: 5094.333984
	Iteration 42Q: 3 clusters Score -3020045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -3020048.000000 Penalty: 5094.333984
	Iteration 43Q: 3 clusters Score -3020048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3020046.000000 Penalty: 5094.333984
	Iteration 44Q: 3 clusters Score -3020046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -3020043.500000 Penalty: 5094.333984
	Iteration 45Q: 3 clusters Score -3020044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3020044.250000 Penalty: 5094.333984
	Iteration 46Q: 3 clusters Score -3020044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -3020044.250000 Penalty: 5094.333984
	Iteration 47F: 3 clusters Score -3020044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (90957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90957 members 
Entering Unmasked Estep 
Score: -10292803.000000 Penalty: 2831.699219
	Iteration 0F: 2 clusters Score -1.02928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -10231926.000000 Penalty: 5663.398438
	Iteration 0F: 3 clusters Score -1.023193e+07 nChanged 42894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -10256491.000000 Penalty: 5663.398438
	Iteration 1F: 3 clusters Score -1.025649e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -10257451.000000 Penalty: 5663.398438
	Iteration 2Q: 3 clusters Score -1.025745e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -10258816.000000 Penalty: 5663.398438
	Iteration 3Q: 3 clusters Score -1.025882e+07 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -10260966.000000 Penalty: 5663.398438
	Iteration 4Q: 3 clusters Score -1.026097e+07 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -10264668.000000 Penalty: 5663.398438
	Iteration 5F: 3 clusters Score -1.026467e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 65728 members 
Entering Unmasked Estep 
Score: -10270256.000000 Penalty: 5663.398438
	Iteration 6F: 3 clusters Score -1.027026e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 72303 members 
Entering Unmasked Estep 
Score: -10276714.000000 Penalty: 5663.398438
	Iteration 7F: 3 clusters Score -1.027671e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 77773 members 
Entering Unmasked Estep 
Score: -10282080.000000 Penalty: 5663.398438
	Iteration 8F: 3 clusters Score -1.028208e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 81482 members 
Entering Unmasked Estep 
Score: -10285544.000000 Penalty: 5663.398438
	Iteration 9Q: 3 clusters Score -1.028554e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 83705 members 
Entering Unmasked Estep 
Score: -10287469.000000 Penalty: 5663.398438
	Iteration 10Q: 3 clusters Score -1.028747e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 85114 members 
Entering Unmasked Estep 
Score: -10288626.000000 Penalty: 5663.398438
	Iteration 11Q: 3 clusters Score -1.028863e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -10289232.000000 Penalty: 5663.398438
	Iteration 12Q: 3 clusters Score -1.028923e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -10289611.000000 Penalty: 5663.398438
	Iteration 13Q: 3 clusters Score -1.028961e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 87272 members 
Entering Unmasked Estep 
Score: -10289935.000000 Penalty: 5663.398438
	Iteration 14Q: 3 clusters Score -1.028994e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 87657 members 
Entering Unmasked Estep 
Score: -10290153.000000 Penalty: 5663.398438
	Iteration 15Q: 3 clusters Score -1.029015e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 87964 members 
Entering Unmasked Estep 
Score: -10290357.000000 Penalty: 5663.398438
	Iteration 16Q: 3 clusters Score -1.029036e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 88196 members 
Entering Unmasked Estep 
Score: -10290564.000000 Penalty: 5663.398438
	Iteration 17Q: 3 clusters Score -1.029056e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 88385 members 
Entering Unmasked Estep 
Score: -10290764.000000 Penalty: 5663.398438
	Iteration 18Q: 3 clusters Score -1.029076e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 88516 members 
Entering Unmasked Estep 
Score: -10290877.000000 Penalty: 5663.398438
	Iteration 19Q: 3 clusters Score -1.029088e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 88614 members 
Entering Unmasked Estep 
Score: -10290936.000000 Penalty: 5663.398438
	Iteration 20F: 3 clusters Score -1.029094e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 88695 members 
Entering Unmasked Estep 
Score: -10290987.000000 Penalty: 5663.398438
	Iteration 21Q: 3 clusters Score -1.029099e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 88768 members 
Entering Unmasked Estep 
Score: -10291070.000000 Penalty: 5663.398438
	Iteration 22Q: 3 clusters Score -1.029107e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 88832 members 
Entering Unmasked Estep 
Score: -10291094.000000 Penalty: 5663.398438
	Iteration 23Q: 3 clusters Score -1.029109e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 88876 members 
Entering Unmasked Estep 
Score: -10291104.000000 Penalty: 5663.398438
	Iteration 24Q: 3 clusters Score -1.02911e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 88910 members 
Entering Unmasked Estep 
Score: -10291118.000000 Penalty: 5663.398438
	Iteration 25Q: 3 clusters Score -1.029112e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 88943 members 
Entering Unmasked Estep 
Score: -10291117.000000 Penalty: 5663.398438
	Iteration 26Q: 3 clusters Score -1.029112e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 88961 members 
Entering Unmasked Estep 
Score: -10291120.000000 Penalty: 5663.398438
	Iteration 27Q: 3 clusters Score -1.029112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
Score: -10291129.000000 Penalty: 5663.398438
	Iteration 28Q: 3 clusters Score -1.029113e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 88994 members 
Entering Unmasked Estep 
Score: -10291143.000000 Penalty: 5663.398438
	Iteration 29Q: 3 clusters Score -1.029114e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 89008 members 
Entering Unmasked Estep 
Score: -10291139.000000 Penalty: 5663.398438
	Iteration 30Q: 3 clusters Score -1.029114e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 89016 members 
Entering Unmasked Estep 
Score: -10291140.000000 Penalty: 5663.398438
	Iteration 31Q: 3 clusters Score -1.029114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -10291146.000000 Penalty: 5663.398438
	Iteration 32Q: 3 clusters Score -1.029115e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -10291153.000000 Penalty: 5663.398438
	Iteration 33Q: 3 clusters Score -1.029115e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -10291162.000000 Penalty: 5663.398438
	Iteration 34Q: 3 clusters Score -1.029116e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 89022 members 
Entering Unmasked Estep 
Score: -10291162.000000 Penalty: 5663.398438
	Iteration 35Q: 3 clusters Score -1.029116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 89024 members 
Entering Unmasked Estep 
Score: -10291168.000000 Penalty: 5663.398438
	Iteration 36Q: 3 clusters Score -1.029117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 89028 members 
Entering Unmasked Estep 
Score: -10291162.000000 Penalty: 5663.398438
	Iteration 37Q: 3 clusters Score -1.029116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
Score: -10291167.000000 Penalty: 5663.398438
	Iteration 38Q: 3 clusters Score -1.029117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -10291167.000000 Penalty: 5663.398438
	Iteration 39Q: 3 clusters Score -1.029117e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -10291161.000000 Penalty: 5663.398438
	Iteration 40F: 3 clusters Score -1.029116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 89034 members 
Entering Unmasked Estep 
Score: -10291171.000000 Penalty: 5663.398438
	Iteration 41Q: 3 clusters Score -1.029117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 89036 members 
Entering Unmasked Estep 
Score: -10291168.000000 Penalty: 5663.398438
	Iteration 42Q: 3 clusters Score -1.029117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -10291164.000000 Penalty: 5663.398438
	Iteration 43Q: 3 clusters Score -1.029116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 89037 members 
Entering Unmasked Estep 
Score: -10291164.000000 Penalty: 5663.398438
	Iteration 44F: 3 clusters Score -1.029116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Entering Unmasked Estep 
Score: -2871625.500000 Penalty: 2516.616943
	Iteration 0F: 2 clusters Score -2871626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2853997.000000 Penalty: 5033.233887
	Iteration 0F: 3 clusters Score -2853997 nChanged 11308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2860205.250000 Penalty: 5033.233887
	Iteration 1F: 3 clusters Score -2860205 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2860684.250000 Penalty: 5033.233887
	Iteration 2F: 3 clusters Score -2860684 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2861091.000000 Penalty: 5033.233887
	Iteration 3Q: 3 clusters Score -2861091 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2861590.000000 Penalty: 5033.233887
	Iteration 4Q: 3 clusters Score -2861590 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2862162.250000 Penalty: 5033.233887
	Iteration 5Q: 3 clusters Score -2862162 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2862945.750000 Penalty: 5033.233887
	Iteration 6F: 3 clusters Score -2862946 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2863976.500000 Penalty: 5033.233887
	Iteration 7F: 3 clusters Score -2863976 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2865217.500000 Penalty: 5033.233887
	Iteration 8F: 3 clusters Score -2865218 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2866505.250000 Penalty: 5033.233887
	Iteration 9F: 3 clusters Score -2866505 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2867673.250000 Penalty: 5033.233887
	Iteration 10Q: 3 clusters Score -2867673 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2868505.500000 Penalty: 5033.233887
	Iteration 11Q: 3 clusters Score -2868506 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2869049.250000 Penalty: 5033.233887
	Iteration 12Q: 3 clusters Score -2869049 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2869471.750000 Penalty: 5033.233887
	Iteration 13Q: 3 clusters Score -2869472 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2869688.500000 Penalty: 5033.233887
	Iteration 14Q: 3 clusters Score -2869688 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2869797.000000 Penalty: 5033.233887
	Iteration 15Q: 3 clusters Score -2869797 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2869867.000000 Penalty: 5033.233887
	Iteration 16Q: 3 clusters Score -2869867 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2869916.250000 Penalty: 5033.233887
	Iteration 17Q: 3 clusters Score -2869916 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2869952.250000 Penalty: 5033.233887
	Iteration 18Q: 3 clusters Score -2869952 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2869958.000000 Penalty: 5033.233887
	Iteration 19Q: 3 clusters Score -2869958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2869969.750000 Penalty: 5033.233887
	Iteration 20F: 3 clusters Score -2869970 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2869982.500000 Penalty: 5033.233887
	Iteration 21Q: 3 clusters Score -2869982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2869989.500000 Penalty: 5033.233887
	Iteration 22Q: 3 clusters Score -2869990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2870001.750000 Penalty: 5033.233887
	Iteration 23Q: 3 clusters Score -2870002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2870021.250000 Penalty: 5033.233887
	Iteration 24Q: 3 clusters Score -2870021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -2870024.750000 Penalty: 5033.233887
	Iteration 25Q: 3 clusters Score -2870025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2870031.500000 Penalty: 5033.233887
	Iteration 26Q: 3 clusters Score -2870032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2870028.250000 Penalty: 5033.233887
	Iteration 27Q: 3 clusters Score -2870028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2870029.000000 Penalty: 5033.233887
	Iteration 28Q: 3 clusters Score -2870029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2870030.500000 Penalty: 5033.233887
	Iteration 29Q: 3 clusters Score -2870030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2870035.750000 Penalty: 5033.233887
	Iteration 30Q: 3 clusters Score -2870036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2870041.000000 Penalty: 5033.233887
	Iteration 31Q: 3 clusters Score -2870041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2870043.750000 Penalty: 5033.233887
	Iteration 32Q: 3 clusters Score -2870044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2870046.750000 Penalty: 5033.233887
	Iteration 33Q: 3 clusters Score -2870047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2870049.500000 Penalty: 5033.233887
	Iteration 34Q: 3 clusters Score -2870050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2870048.000000 Penalty: 5033.233887
	Iteration 35Q: 3 clusters Score -2870048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2870049.000000 Penalty: 5033.233887
	Iteration 36Q: 3 clusters Score -2870049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2870049.500000 Penalty: 5033.233887
	Iteration 37Q: 3 clusters Score -2870050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -2870046.750000 Penalty: 5033.233887
	Iteration 38Q: 3 clusters Score -2870047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2870048.500000 Penalty: 5033.233887
	Iteration 39Q: 3 clusters Score -2870048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2870055.750000 Penalty: 5033.233887
	Iteration 40F: 3 clusters Score -2870056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2870054.500000 Penalty: 5033.233887
	Iteration 41Q: 3 clusters Score -2870054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2870058.500000 Penalty: 5033.233887
	Iteration 42Q: 3 clusters Score -2870058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2870063.000000 Penalty: 5033.233887
	Iteration 43Q: 3 clusters Score -2870063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2870060.000000 Penalty: 5033.233887
	Iteration 44Q: 3 clusters Score -2870060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2870061.000000 Penalty: 5033.233887
	Iteration 45Q: 3 clusters Score -2870061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2870058.500000 Penalty: 5033.233887
	Iteration 46Q: 3 clusters Score -2870058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2870060.500000 Penalty: 5033.233887
	Iteration 47Q: 3 clusters Score -2870060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2870059.250000 Penalty: 5033.233887
	Iteration 48Q: 3 clusters Score -2870059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2870059.250000 Penalty: 5033.233887
	Iteration 49F: 3 clusters Score -2870059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Entering Unmasked Estep 
Score: -868039.937500 Penalty: 2225.673828
	Iteration 0F: 2 clusters Score -868039.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -861722.312500 Penalty: 4451.347656
	Iteration 0F: 3 clusters Score -861722.3 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -863387.250000 Penalty: 4451.347656
	Iteration 1F: 3 clusters Score -863387.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -863611.187500 Penalty: 4451.347656
	Iteration 2F: 3 clusters Score -863611.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -863745.937500 Penalty: 4451.347656
	Iteration 3Q: 3 clusters Score -863745.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -863835.375000 Penalty: 4451.347656
	Iteration 4Q: 3 clusters Score -863835.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -863901.500000 Penalty: 4451.347656
	Iteration 5Q: 3 clusters Score -863901.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -863952.562500 Penalty: 4451.347656
	Iteration 6Q: 3 clusters Score -863952.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -863996.437500 Penalty: 4451.347656
	Iteration 7Q: 3 clusters Score -863996.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -864030.687500 Penalty: 4451.347656
	Iteration 8Q: 3 clusters Score -864030.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -864058.562500 Penalty: 4451.347656
	Iteration 9Q: 3 clusters Score -864058.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -864080.000000 Penalty: 4451.347656
	Iteration 10Q: 3 clusters Score -864080 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -864103.375000 Penalty: 4451.347656
	Iteration 11Q: 3 clusters Score -864103.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -864122.187500 Penalty: 4451.347656
	Iteration 12Q: 3 clusters Score -864122.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -864144.875000 Penalty: 4451.347656
	Iteration 13Q: 3 clusters Score -864144.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -864167.250000 Penalty: 4451.347656
	Iteration 14Q: 3 clusters Score -864167.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -864186.750000 Penalty: 4451.347656
	Iteration 15Q: 3 clusters Score -864186.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -864208.812500 Penalty: 4451.347656
	Iteration 16Q: 3 clusters Score -864208.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -864231.312500 Penalty: 4451.347656
	Iteration 17Q: 3 clusters Score -864231.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -864251.625000 Penalty: 4451.347656
	Iteration 18Q: 3 clusters Score -864251.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -864273.687500 Penalty: 4451.347656
	Iteration 19Q: 3 clusters Score -864273.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -864298.000000 Penalty: 4451.347656
	Iteration 20F: 3 clusters Score -864298 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -864326.187500 Penalty: 4451.347656
	Iteration 21Q: 3 clusters Score -864326.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -864353.437500 Penalty: 4451.347656
	Iteration 22Q: 3 clusters Score -864353.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -864379.750000 Penalty: 4451.347656
	Iteration 23Q: 3 clusters Score -864379.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -864417.000000 Penalty: 4451.347656
	Iteration 24Q: 3 clusters Score -864417 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -864459.812500 Penalty: 4451.347656
	Iteration 25Q: 3 clusters Score -864459.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -864507.000000 Penalty: 4451.347656
	Iteration 26Q: 3 clusters Score -864507 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -864567.812500 Penalty: 4451.347656
	Iteration 27Q: 3 clusters Score -864567.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -864643.062500 Penalty: 4451.347656
	Iteration 28Q: 3 clusters Score -864643.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -864738.625000 Penalty: 4451.347656
	Iteration 29Q: 3 clusters Score -864738.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -864867.562500 Penalty: 4451.347656
	Iteration 30Q: 3 clusters Score -864867.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -865011.750000 Penalty: 4451.347656
	Iteration 31Q: 3 clusters Score -865011.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -865181.812500 Penalty: 4451.347656
	Iteration 32Q: 3 clusters Score -865181.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -865363.125000 Penalty: 4451.347656
	Iteration 33Q: 3 clusters Score -865363.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -865571.250000 Penalty: 4451.347656
	Iteration 34Q: 3 clusters Score -865571.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -865739.375000 Penalty: 4451.347656
	Iteration 35Q: 3 clusters Score -865739.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -865866.062500 Penalty: 4451.347656
	Iteration 36Q: 3 clusters Score -865866.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -865975.125000 Penalty: 4451.347656
	Iteration 37Q: 3 clusters Score -865975.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -866045.625000 Penalty: 4451.347656
	Iteration 38Q: 3 clusters Score -866045.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -866098.187500 Penalty: 4451.347656
	Iteration 39Q: 3 clusters Score -866098.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -866131.812500 Penalty: 4451.347656
	Iteration 40F: 3 clusters Score -866131.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -866153.187500 Penalty: 4451.347656
	Iteration 41Q: 3 clusters Score -866153.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -866173.125000 Penalty: 4451.347656
	Iteration 42Q: 3 clusters Score -866173.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -866187.562500 Penalty: 4451.347656
	Iteration 43Q: 3 clusters Score -866187.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -866198.437500 Penalty: 4451.347656
	Iteration 44Q: 3 clusters Score -866198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -866204.312500 Penalty: 4451.347656
	Iteration 45Q: 3 clusters Score -866204.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -866210.250000 Penalty: 4451.347656
	Iteration 46Q: 3 clusters Score -866210.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -866213.062500 Penalty: 4451.347656
	Iteration 47Q: 3 clusters Score -866213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -866215.437500 Penalty: 4451.347656
	Iteration 48Q: 3 clusters Score -866215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -866215.937500 Penalty: 4451.347656
	Iteration 49Q: 3 clusters Score -866215.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -866223.250000 Penalty: 4451.347656
	Iteration 50Q: 3 clusters Score -866223.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -866224.125000 Penalty: 4451.347656
	Iteration 51Q: 3 clusters Score -866224.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -866224.187500 Penalty: 4451.347656
	Iteration 52Q: 3 clusters Score -866224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -866226.062500 Penalty: 4451.347656
	Iteration 53Q: 3 clusters Score -866226.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -866226.062500 Penalty: 4451.347656
	Iteration 54F: 3 clusters Score -866226.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -84651.914062 Penalty: 1683.944092
	Iteration 0F: 2 clusters Score -84651.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -82857.015625 Penalty: 3367.888184
	Iteration 0F: 3 clusters Score -82857.02 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83230.070312 Penalty: 3367.888184
	Iteration 1F: 3 clusters Score -83230.07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83432.820312 Penalty: 3367.888184
	Iteration 2F: 3 clusters Score -83432.82 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -83668.664062 Penalty: 3367.888184
	Iteration 3F: 3 clusters Score -83668.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -83953.664062 Penalty: 3367.888184
	Iteration 4F: 3 clusters Score -83953.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84257.539062 Penalty: 3367.888184
	Iteration 5F: 3 clusters Score -84257.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84460.523438 Penalty: 3367.888184
	Iteration 6F: 3 clusters Score -84460.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -84577.703125 Penalty: 3367.888184
	Iteration 7Q: 3 clusters Score -84577.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -84683.531250 Penalty: 3367.888184
	Iteration 8Q: 3 clusters Score -84683.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -84720.406250 Penalty: 3367.888184
	Iteration 9Q: 3 clusters Score -84720.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -84724.781250 Penalty: 3367.888184
	Iteration 10Q: 3 clusters Score -84724.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -84727.382812 Penalty: 3367.888184
	Iteration 11Q: 3 clusters Score -84727.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84731.437500 Penalty: 3367.888184
	Iteration 12Q: 3 clusters Score -84731.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84736.523438 Penalty: 3367.888184
	Iteration 13Q: 3 clusters Score -84736.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84736.523438 Penalty: 3367.888184
	Iteration 14F: 3 clusters Score -84736.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 115766 members 
Mstep: Class 3 contains 50236 members 
Mstep: Class 4 contains 48215 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64135 members 
Mstep: Class 7 contains 34677 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191012 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 90957 members 
Mstep: Class 17 contains 25531 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 580 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21794 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 309 members 
Entering Unmasked Estep 
Score: -98117392.000000 Penalty: 91810.695312
Splitting cluster 19 changes total score from -98119104.000000 to -98117392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Entering Unmasked Estep 
Score: -284556.968750 Penalty: 1948.271240
	Iteration 0F: 2 clusters Score -284557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -281492.875000 Penalty: 3896.542480
	Iteration 0F: 3 clusters Score -281492.9 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -282074.343750 Penalty: 3896.542480
	Iteration 1F: 3 clusters Score -282074.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -282223.062500 Penalty: 3896.542480
	Iteration 2F: 3 clusters Score -282223.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -282307.468750 Penalty: 3896.542480
	Iteration 3Q: 3 clusters Score -282307.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -282381.062500 Penalty: 3896.542480
	Iteration 4Q: 3 clusters Score -282381.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -282438.125000 Penalty: 3896.542480
	Iteration 5Q: 3 clusters Score -282438.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -282481.375000 Penalty: 3896.542480
	Iteration 6Q: 3 clusters Score -282481.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -282506.218750 Penalty: 3896.542480
	Iteration 7Q: 3 clusters Score -282506.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -282538.937500 Penalty: 3896.542480
	Iteration 8Q: 3 clusters Score -282538.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -282574.218750 Penalty: 3896.542480
	Iteration 9Q: 3 clusters Score -282574.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -282603.031250 Penalty: 3896.542480
	Iteration 10Q: 3 clusters Score -282603 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -282636.218750 Penalty: 3896.542480
	Iteration 11Q: 3 clusters Score -282636.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -282675.187500 Penalty: 3896.542480
	Iteration 12Q: 3 clusters Score -282675.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -282703.937500 Penalty: 3896.542480
	Iteration 13Q: 3 clusters Score -282703.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -282732.031250 Penalty: 3896.542480
	Iteration 14Q: 3 clusters Score -282732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -282758.343750 Penalty: 3896.542480
	Iteration 15Q: 3 clusters Score -282758.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -282780.687500 Penalty: 3896.542480
	Iteration 16Q: 3 clusters Score -282780.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -282804.937500 Penalty: 3896.542480
	Iteration 17Q: 3 clusters Score -282804.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -282819.656250 Penalty: 3896.542480
	Iteration 18Q: 3 clusters Score -282819.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -282844.750000 Penalty: 3896.542480
	Iteration 19Q: 3 clusters Score -282844.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -282885.937500 Penalty: 3896.542480
	Iteration 20F: 3 clusters Score -282885.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -282938.093750 Penalty: 3896.542480
	Iteration 21Q: 3 clusters Score -282938.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -282985.593750 Penalty: 3896.542480
	Iteration 22Q: 3 clusters Score -282985.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -283039.156250 Penalty: 3896.542480
	Iteration 23Q: 3 clusters Score -283039.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -283094.750000 Penalty: 3896.542480
	Iteration 24Q: 3 clusters Score -283094.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -283148.906250 Penalty: 3896.542480
	Iteration 25Q: 3 clusters Score -283148.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -283201.062500 Penalty: 3896.542480
	Iteration 26Q: 3 clusters Score -283201.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -283254.375000 Penalty: 3896.542480
	Iteration 27Q: 3 clusters Score -283254.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -283307.593750 Penalty: 3896.542480
	Iteration 28Q: 3 clusters Score -283307.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -283356.406250 Penalty: 3896.542480
	Iteration 29Q: 3 clusters Score -283356.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -283398.250000 Penalty: 3896.542480
	Iteration 30Q: 3 clusters Score -283398.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -283431.500000 Penalty: 3896.542480
	Iteration 31Q: 3 clusters Score -283431.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -283459.156250 Penalty: 3896.542480
	Iteration 32Q: 3 clusters Score -283459.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -283482.906250 Penalty: 3896.542480
	Iteration 33Q: 3 clusters Score -283482.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -283506.000000 Penalty: 3896.542480
	Iteration 34Q: 3 clusters Score -283506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -283529.718750 Penalty: 3896.542480
	Iteration 35Q: 3 clusters Score -283529.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -283554.656250 Penalty: 3896.542480
	Iteration 36Q: 3 clusters Score -283554.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -283603.593750 Penalty: 3896.542480
	Iteration 37Q: 3 clusters Score -283603.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -283672.187500 Penalty: 3896.542480
	Iteration 38Q: 3 clusters Score -283672.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -283765.375000 Penalty: 3896.542480
	Iteration 39Q: 3 clusters Score -283765.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -283895.625000 Penalty: 3896.542480
	Iteration 40F: 3 clusters Score -283895.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -284007.843750 Penalty: 3896.542480
	Iteration 41Q: 3 clusters Score -284007.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -284066.875000 Penalty: 3896.542480
	Iteration 42Q: 3 clusters Score -284066.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -284096.218750 Penalty: 3896.542480
	Iteration 43Q: 3 clusters Score -284096.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -284103.812500 Penalty: 3896.542480
	Iteration 44Q: 3 clusters Score -284103.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -284104.625000 Penalty: 3896.542480
	Iteration 45Q: 3 clusters Score -284104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -284106.218750 Penalty: 3896.542480
	Iteration 46Q: 3 clusters Score -284106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -284106.156250 Penalty: 3896.542480
	Iteration 47Q: 3 clusters Score -284106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -284106.156250 Penalty: 3896.542480
	Iteration 48F: 3 clusters Score -284106.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Entering Unmasked Estep 
Score: -1010150.687500 Penalty: 2257.510742
	Iteration 0F: 2 clusters Score -1010151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1003154.937500 Penalty: 4515.021484
	Iteration 0F: 3 clusters Score -1003155 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1005179.812500 Penalty: 4515.021484
	Iteration 1F: 3 clusters Score -1005180 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1005462.375000 Penalty: 4515.021484
	Iteration 2F: 3 clusters Score -1005462 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1005676.250000 Penalty: 4515.021484
	Iteration 3Q: 3 clusters Score -1005676 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1005862.750000 Penalty: 4515.021484
	Iteration 4Q: 3 clusters Score -1005863 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1006050.437500 Penalty: 4515.021484
	Iteration 5Q: 3 clusters Score -1006050 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1006251.500000 Penalty: 4515.021484
	Iteration 6Q: 3 clusters Score -1006252 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1006471.500000 Penalty: 4515.021484
	Iteration 7Q: 3 clusters Score -1006472 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1006713.687500 Penalty: 4515.021484
	Iteration 8Q: 3 clusters Score -1006714 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1006965.375000 Penalty: 4515.021484
	Iteration 9Q: 3 clusters Score -1006965 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1007233.937500 Penalty: 4515.021484
	Iteration 10Q: 3 clusters Score -1007234 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1007510.437500 Penalty: 4515.021484
	Iteration 11Q: 3 clusters Score -1007510 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1007726.000000 Penalty: 4515.021484
	Iteration 12Q: 3 clusters Score -1007726 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1007885.562500 Penalty: 4515.021484
	Iteration 13Q: 3 clusters Score -1007886 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1008007.937500 Penalty: 4515.021484
	Iteration 14Q: 3 clusters Score -1008008 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1008092.750000 Penalty: 4515.021484
	Iteration 15Q: 3 clusters Score -1008093 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1008155.187500 Penalty: 4515.021484
	Iteration 16Q: 3 clusters Score -1008155 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1008200.625000 Penalty: 4515.021484
	Iteration 17Q: 3 clusters Score -1008201 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1008237.312500 Penalty: 4515.021484
	Iteration 18Q: 3 clusters Score -1008237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1008263.750000 Penalty: 4515.021484
	Iteration 19Q: 3 clusters Score -1008264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1008269.750000 Penalty: 4515.021484
	Iteration 20F: 3 clusters Score -1008270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1008284.250000 Penalty: 4515.021484
	Iteration 21Q: 3 clusters Score -1008284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1008298.187500 Penalty: 4515.021484
	Iteration 22Q: 3 clusters Score -1008298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1008305.687500 Penalty: 4515.021484
	Iteration 23Q: 3 clusters Score -1008306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1008316.375000 Penalty: 4515.021484
	Iteration 24Q: 3 clusters Score -1008316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1008325.312500 Penalty: 4515.021484
	Iteration 25Q: 3 clusters Score -1008325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1008331.312500 Penalty: 4515.021484
	Iteration 26Q: 3 clusters Score -1008331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1008336.937500 Penalty: 4515.021484
	Iteration 27Q: 3 clusters Score -1008337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1008343.500000 Penalty: 4515.021484
	Iteration 28Q: 3 clusters Score -1008344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1008344.750000 Penalty: 4515.021484
	Iteration 29Q: 3 clusters Score -1008345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1008344.062500 Penalty: 4515.021484
	Iteration 30Q: 3 clusters Score -1008344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1008344.062500 Penalty: 4515.021484
	Iteration 31F: 3 clusters Score -1008344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Entering Unmasked Estep 
Score: -698290.312500 Penalty: 2206.896240
	Iteration 0F: 2 clusters Score -698290.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -692341.812500 Penalty: 4413.792480
	Iteration 0F: 3 clusters Score -692341.8 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -693976.375000 Penalty: 4413.792480
	Iteration 1F: 3 clusters Score -693976.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -694281.125000 Penalty: 4413.792480
	Iteration 2F: 3 clusters Score -694281.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -694533.500000 Penalty: 4413.792480
	Iteration 3F: 3 clusters Score -694533.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -694841.625000 Penalty: 4413.792480
	Iteration 4F: 3 clusters Score -694841.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -695216.875000 Penalty: 4413.792480
	Iteration 5F: 3 clusters Score -695216.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -695731.312500 Penalty: 4413.792480
	Iteration 6F: 3 clusters Score -695731.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -696358.250000 Penalty: 4413.792480
	Iteration 7F: 3 clusters Score -696358.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -696992.437500 Penalty: 4413.792480
	Iteration 8F: 3 clusters Score -696992.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -697542.562500 Penalty: 4413.792480
	Iteration 9F: 3 clusters Score -697542.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -697937.187500 Penalty: 4413.792480
	Iteration 10F: 3 clusters Score -697937.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -698265.375000 Penalty: 4413.792480
	Iteration 11Q: 3 clusters Score -698265.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -698507.875000 Penalty: 4413.792480
	Iteration 12Q: 3 clusters Score -698507.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -698676.375000 Penalty: 4413.792480
	Iteration 13Q: 3 clusters Score -698676.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -698805.625000 Penalty: 4413.792480
	Iteration 14Q: 3 clusters Score -698805.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -698913.375000 Penalty: 4413.792480
	Iteration 15Q: 3 clusters Score -698913.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -698983.000000 Penalty: 4413.792480
	Iteration 16Q: 3 clusters Score -698983 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -699036.750000 Penalty: 4413.792480
	Iteration 17Q: 3 clusters Score -699036.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -699071.125000 Penalty: 4413.792480
	Iteration 18Q: 3 clusters Score -699071.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -699111.875000 Penalty: 4413.792480
	Iteration 19Q: 3 clusters Score -699111.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -699148.250000 Penalty: 4413.792480
	Iteration 20F: 3 clusters Score -699148.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -699189.500000 Penalty: 4413.792480
	Iteration 21Q: 3 clusters Score -699189.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -699261.937500 Penalty: 4413.792480
	Iteration 22Q: 3 clusters Score -699261.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -699317.687500 Penalty: 4413.792480
	Iteration 23Q: 3 clusters Score -699317.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -699361.625000 Penalty: 4413.792480
	Iteration 24Q: 3 clusters Score -699361.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -699388.000000 Penalty: 4413.792480
	Iteration 25Q: 3 clusters Score -699388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -699417.375000 Penalty: 4413.792480
	Iteration 26Q: 3 clusters Score -699417.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -699431.125000 Penalty: 4413.792480
	Iteration 27Q: 3 clusters Score -699431.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -699439.875000 Penalty: 4413.792480
	Iteration 28Q: 3 clusters Score -699439.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -699444.437500 Penalty: 4413.792480
	Iteration 29Q: 3 clusters Score -699444.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -699447.437500 Penalty: 4413.792480
	Iteration 30Q: 3 clusters Score -699447.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -699448.812500 Penalty: 4413.792480
	Iteration 31Q: 3 clusters Score -699448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -699450.625000 Penalty: 4413.792480
	Iteration 32Q: 3 clusters Score -699450.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -699452.625000 Penalty: 4413.792480
	Iteration 33Q: 3 clusters Score -699452.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -699453.250000 Penalty: 4413.792480
	Iteration 34Q: 3 clusters Score -699453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -699454.500000 Penalty: 4413.792480
	Iteration 35Q: 3 clusters Score -699454.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -699452.562500 Penalty: 4413.792480
	Iteration 36Q: 3 clusters Score -699452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -699452.562500 Penalty: 4413.792480
	Iteration 37F: 3 clusters Score -699452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 115766 members 
Mstep: Class 3 contains 50236 members 
Mstep: Class 4 contains 48215 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64135 members 
Mstep: Class 7 contains 34677 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191012 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 90957 members 
Mstep: Class 17 contains 25531 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 5022 members 
Mstep: Class 23 contains 21794 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2301 members 
Entering Unmasked Estep 
Score: -98119000.000000 Penalty: 91810.695312
Splitting cluster 22 changes total score from -98119104.000000 to -98119000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (21794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Entering Unmasked Estep 
Score: -2468625.500000 Penalty: 2477.368896
	Iteration 0F: 2 clusters Score -2468626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2453349.250000 Penalty: 4954.737793
	Iteration 0F: 3 clusters Score -2453349 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2458356.750000 Penalty: 4954.737793
	Iteration 1F: 3 clusters Score -2458357 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2458787.000000 Penalty: 4954.737793
	Iteration 2F: 3 clusters Score -2458787 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2459145.000000 Penalty: 4954.737793
	Iteration 3Q: 3 clusters Score -2459145 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2459492.500000 Penalty: 4954.737793
	Iteration 4Q: 3 clusters Score -2459492 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -2459832.500000 Penalty: 4954.737793
	Iteration 5Q: 3 clusters Score -2459832 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2460232.500000 Penalty: 4954.737793
	Iteration 6Q: 3 clusters Score -2460232 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2460740.250000 Penalty: 4954.737793
	Iteration 7Q: 3 clusters Score -2460740 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2461390.750000 Penalty: 4954.737793
	Iteration 8F: 3 clusters Score -2461391 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2462208.500000 Penalty: 4954.737793
	Iteration 9F: 3 clusters Score -2462208 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2463218.750000 Penalty: 4954.737793
	Iteration 10F: 3 clusters Score -2463219 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2464187.750000 Penalty: 4954.737793
	Iteration 11F: 3 clusters Score -2464188 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2465057.250000 Penalty: 4954.737793
	Iteration 12Q: 3 clusters Score -2465057 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2465658.000000 Penalty: 4954.737793
	Iteration 13Q: 3 clusters Score -2465658 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2465985.750000 Penalty: 4954.737793
	Iteration 14Q: 3 clusters Score -2465986 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2466168.000000 Penalty: 4954.737793
	Iteration 15Q: 3 clusters Score -2466168 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2466255.250000 Penalty: 4954.737793
	Iteration 16Q: 3 clusters Score -2466255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -2466315.000000 Penalty: 4954.737793
	Iteration 17Q: 3 clusters Score -2466315 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2466358.750000 Penalty: 4954.737793
	Iteration 18Q: 3 clusters Score -2466359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2466379.250000 Penalty: 4954.737793
	Iteration 19Q: 3 clusters Score -2466379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2466398.250000 Penalty: 4954.737793
	Iteration 20F: 3 clusters Score -2466398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2466409.000000 Penalty: 4954.737793
	Iteration 21Q: 3 clusters Score -2466409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2466418.000000 Penalty: 4954.737793
	Iteration 22Q: 3 clusters Score -2466418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2466428.500000 Penalty: 4954.737793
	Iteration 23Q: 3 clusters Score -2466428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2466435.250000 Penalty: 4954.737793
	Iteration 24Q: 3 clusters Score -2466435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2466444.250000 Penalty: 4954.737793
	Iteration 25Q: 3 clusters Score -2466444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2466443.500000 Penalty: 4954.737793
	Iteration 26Q: 3 clusters Score -2466444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2466453.500000 Penalty: 4954.737793
	Iteration 27Q: 3 clusters Score -2466454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2466457.750000 Penalty: 4954.737793
	Iteration 28Q: 3 clusters Score -2466458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2466469.000000 Penalty: 4954.737793
	Iteration 29Q: 3 clusters Score -2466469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2466469.500000 Penalty: 4954.737793
	Iteration 30Q: 3 clusters Score -2466470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2466474.750000 Penalty: 4954.737793
	Iteration 31Q: 3 clusters Score -2466475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2466476.750000 Penalty: 4954.737793
	Iteration 32Q: 3 clusters Score -2466477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2466479.000000 Penalty: 4954.737793
	Iteration 33Q: 3 clusters Score -2466479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2466479.750000 Penalty: 4954.737793
	Iteration 34Q: 3 clusters Score -2466480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2466481.500000 Penalty: 4954.737793
	Iteration 35Q: 3 clusters Score -2466482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2466485.500000 Penalty: 4954.737793
	Iteration 36Q: 3 clusters Score -2466486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2466487.750000 Penalty: 4954.737793
	Iteration 37Q: 3 clusters Score -2466488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2466491.750000 Penalty: 4954.737793
	Iteration 38Q: 3 clusters Score -2466492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2466491.750000 Penalty: 4954.737793
	Iteration 39F: 3 clusters Score -2466492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -35481.464844 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -35481.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34026.273438 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -34026.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34259.363281 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -34259.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34408.128906 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -34408.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34484.550781 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -34484.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34551.667969 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -34551.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34666.074219 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -34666.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34757.710938 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -34757.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34856.414062 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -34856.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34997.343750 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -34997.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35176.160156 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -35176.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35279.632812 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -35279.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -35371.734375 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -35371.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -35418.761719 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -35418.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35431.878906 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -35431.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35439.234375 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -35439.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -35446.320312 Penalty: 2997.145996
	Iteration 15F: 3 clusters Score -35446.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -35504.558594 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -35504.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35511.292969 Penalty: 2997.145996
	Iteration 17Q: 3 clusters Score -35511.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35511.292969 Penalty: 2997.145996
	Iteration 18F: 3 clusters Score -35511.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 115766 members 
Mstep: Class 3 contains 50236 members 
Mstep: Class 4 contains 48215 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64135 members 
Mstep: Class 7 contains 34677 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191012 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 90957 members 
Mstep: Class 17 contains 25531 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21794 members 
Mstep: Class 24 contains 268 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 153 members 
Entering Unmasked Estep 
Score: -98117160.000000 Penalty: 91810.695312
Splitting cluster 24 changes total score from -98119104.000000 to -98117160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -64673.496094 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -64673.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62993.000000 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -62993 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63198.808594 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -63198.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63268.035156 Penalty: 3207.978516
	Iteration 2Q: 3 clusters Score -63268.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63316.074219 Penalty: 3207.978516
	Iteration 3Q: 3 clusters Score -63316.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63340.199219 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -63340.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63355.000000 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -63355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63371.218750 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -63371.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63392.367188 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -63392.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63417.472656 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -63417.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -63457.429688 Penalty: 3207.978516
	Iteration 9Q: 3 clusters Score -63457.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63488.921875 Penalty: 3207.978516
	Iteration 10Q: 3 clusters Score -63488.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63497.632812 Penalty: 3207.978516
	Iteration 11Q: 3 clusters Score -63497.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63504.492188 Penalty: 3207.978516
	Iteration 12Q: 3 clusters Score -63504.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63508.984375 Penalty: 3207.978516
	Iteration 13Q: 3 clusters Score -63508.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63510.031250 Penalty: 3207.978516
	Iteration 14Q: 3 clusters Score -63510.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63510.031250 Penalty: 3207.978516
	Iteration 15F: 3 clusters Score -63510.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -54755.554688 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -54755.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53160.882812 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -53160.88 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -53349.449219 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -53349.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53404.039062 Penalty: 3122.451904
	Iteration 2Q: 3 clusters Score -53404.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53420.972656 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -53420.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53428.414062 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -53428.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53428.414062 Penalty: 3122.451904
	Iteration 5F: 3 clusters Score -53428.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170806 members 
Mstep: Class 2 contains 115766 members 
Mstep: Class 3 contains 50236 members 
Mstep: Class 4 contains 48215 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64135 members 
Mstep: Class 7 contains 34677 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 191012 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 90957 members 
Mstep: Class 17 contains 25531 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21794 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119072.000000 Penalty: 88410.296875
Iteration 239Q: 27 clusters Score -9.811907e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170783 members 
Mstep: Class 2 contains 115765 members 
Mstep: Class 3 contains 50234 members 
Mstep: Class 4 contains 48223 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64165 members 
Mstep: Class 7 contains 34682 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 190990 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15003 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28876 members 
Mstep: Class 16 contains 90964 members 
Mstep: Class 17 contains 25532 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21795 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119000.000000 Penalty: 88410.296875
Iteration 240F: 27 clusters Score -9.8119e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170759 members 
Mstep: Class 2 contains 115767 members 
Mstep: Class 3 contains 50237 members 
Mstep: Class 4 contains 48227 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64181 members 
Mstep: Class 7 contains 34681 members 
Mstep: Class 8 contains 5068 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 190979 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15003 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 90972 members 
Mstep: Class 17 contains 25533 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21794 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119000.000000 Penalty: 88410.296875
Iteration 241Q: 27 clusters Score -9.8119e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170750 members 
Mstep: Class 2 contains 115765 members 
Mstep: Class 3 contains 50236 members 
Mstep: Class 4 contains 48228 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64199 members 
Mstep: Class 7 contains 34683 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190973 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15003 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28876 members 
Mstep: Class 16 contains 90972 members 
Mstep: Class 17 contains 25529 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21795 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118944.000000 Penalty: 88410.296875
Iteration 242Q: 27 clusters Score -9.811894e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170748 members 
Mstep: Class 2 contains 115768 members 
Mstep: Class 3 contains 50236 members 
Mstep: Class 4 contains 48233 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64216 members 
Mstep: Class 7 contains 34687 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190942 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28874 members 
Mstep: Class 16 contains 90973 members 
Mstep: Class 17 contains 25530 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21795 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118976.000000 Penalty: 88410.296875
Iteration 243Q: 27 clusters Score -9.811898e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170746 members 
Mstep: Class 2 contains 115771 members 
Mstep: Class 3 contains 50232 members 
Mstep: Class 4 contains 48240 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64227 members 
Mstep: Class 7 contains 34686 members 
Mstep: Class 8 contains 5070 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190923 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15004 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28873 members 
Mstep: Class 16 contains 90979 members 
Mstep: Class 17 contains 25530 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21795 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118888.000000 Penalty: 88410.296875
Iteration 244Q: 27 clusters Score -9.811889e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170739 members 
Mstep: Class 2 contains 115773 members 
Mstep: Class 3 contains 50230 members 
Mstep: Class 4 contains 48244 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64242 members 
Mstep: Class 7 contains 34691 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190901 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28871 members 
Mstep: Class 16 contains 90982 members 
Mstep: Class 17 contains 25530 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21794 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119032.000000 Penalty: 88410.296875
Iteration 245Q: 27 clusters Score -9.811903e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170727 members 
Mstep: Class 2 contains 115774 members 
Mstep: Class 3 contains 50227 members 
Mstep: Class 4 contains 48249 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64259 members 
Mstep: Class 7 contains 34692 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190893 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28867 members 
Mstep: Class 16 contains 90987 members 
Mstep: Class 17 contains 25526 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8984 members 
Mstep: Class 22 contains 7323 members 
Mstep: Class 23 contains 21793 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119000.000000 Penalty: 88410.296875
Iteration 246Q: 27 clusters Score -9.8119e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170721 members 
Mstep: Class 2 contains 115777 members 
Mstep: Class 3 contains 50226 members 
Mstep: Class 4 contains 48253 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64266 members 
Mstep: Class 7 contains 34691 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190886 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28865 members 
Mstep: Class 16 contains 90990 members 
Mstep: Class 17 contains 25526 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7324 members 
Mstep: Class 23 contains 21792 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119000.000000 Penalty: 88410.296875
Iteration 247Q: 27 clusters Score -9.8119e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170719 members 
Mstep: Class 2 contains 115783 members 
Mstep: Class 3 contains 50226 members 
Mstep: Class 4 contains 48258 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64269 members 
Mstep: Class 7 contains 34691 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190872 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15006 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28864 members 
Mstep: Class 16 contains 90990 members 
Mstep: Class 17 contains 25525 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7325 members 
Mstep: Class 23 contains 21795 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118944.000000 Penalty: 88410.296875
Iteration 248Q: 27 clusters Score -9.811894e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170706 members 
Mstep: Class 2 contains 115783 members 
Mstep: Class 3 contains 50230 members 
Mstep: Class 4 contains 48259 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64281 members 
Mstep: Class 7 contains 34690 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190871 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15004 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28863 members 
Mstep: Class 16 contains 90991 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7326 members 
Mstep: Class 23 contains 21794 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119040.000000 Penalty: 88410.296875
Iteration 249Q: 27 clusters Score -9.811904e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170683 members 
Mstep: Class 2 contains 115781 members 
Mstep: Class 3 contains 50233 members 
Mstep: Class 4 contains 48260 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64290 members 
Mstep: Class 7 contains 34691 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190880 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15003 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28861 members 
Mstep: Class 16 contains 90994 members 
Mstep: Class 17 contains 25525 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21794 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119104.000000 Penalty: 88410.296875
Iteration 250Q: 27 clusters Score -9.81191e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170668 members 
Mstep: Class 2 contains 115782 members 
Mstep: Class 3 contains 50234 members 
Mstep: Class 4 contains 48264 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64293 members 
Mstep: Class 7 contains 34692 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190884 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15002 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28859 members 
Mstep: Class 16 contains 90996 members 
Mstep: Class 17 contains 25526 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21795 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119016.000000 Penalty: 88410.296875
Iteration 251Q: 27 clusters Score -9.811902e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170660 members 
Mstep: Class 2 contains 115783 members 
Mstep: Class 3 contains 50233 members 
Mstep: Class 4 contains 48265 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64293 members 
Mstep: Class 7 contains 34693 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190888 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 15000 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28860 members 
Mstep: Class 16 contains 91000 members 
Mstep: Class 17 contains 25526 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21794 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118944.000000 Penalty: 88410.296875
Iteration 252Q: 27 clusters Score -9.811894e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170659 members 
Mstep: Class 2 contains 115786 members 
Mstep: Class 3 contains 50231 members 
Mstep: Class 4 contains 48273 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64295 members 
Mstep: Class 7 contains 34692 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190877 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15000 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28860 members 
Mstep: Class 16 contains 91005 members 
Mstep: Class 17 contains 25525 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21793 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118960.000000 Penalty: 88410.296875
Iteration 253Q: 27 clusters Score -9.811896e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 115789 members 
Mstep: Class 3 contains 50231 members 
Mstep: Class 4 contains 48278 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64302 members 
Mstep: Class 7 contains 34697 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190855 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15002 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28859 members 
Mstep: Class 16 contains 91009 members 
Mstep: Class 17 contains 25525 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21791 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118968.000000 Penalty: 88410.296875
Iteration 254Q: 27 clusters Score -9.811897e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170651 members 
Mstep: Class 2 contains 115789 members 
Mstep: Class 3 contains 50227 members 
Mstep: Class 4 contains 48291 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64308 members 
Mstep: Class 7 contains 34696 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190838 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28860 members 
Mstep: Class 16 contains 91012 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21792 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118952.000000 Penalty: 88410.296875
Iteration 255Q: 27 clusters Score -9.811895e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170642 members 
Mstep: Class 2 contains 115790 members 
Mstep: Class 3 contains 50226 members 
Mstep: Class 4 contains 48302 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64314 members 
Mstep: Class 7 contains 34698 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190824 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28858 members 
Mstep: Class 16 contains 91018 members 
Mstep: Class 17 contains 25526 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21790 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118936.000000 Penalty: 88410.296875
Iteration 256Q: 27 clusters Score -9.811894e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170639 members 
Mstep: Class 2 contains 115788 members 
Mstep: Class 3 contains 50223 members 
Mstep: Class 4 contains 48310 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64317 members 
Mstep: Class 7 contains 34704 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 190803 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28860 members 
Mstep: Class 16 contains 91028 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21792 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118920.000000 Penalty: 88410.296875
Iteration 257Q: 27 clusters Score -9.811892e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170626 members 
Mstep: Class 2 contains 115791 members 
Mstep: Class 3 contains 50220 members 
Mstep: Class 4 contains 48317 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64319 members 
Mstep: Class 7 contains 34709 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 190796 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15007 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28860 members 
Mstep: Class 16 contains 91036 members 
Mstep: Class 17 contains 25525 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21791 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118952.000000 Penalty: 88410.296875
Iteration 258Q: 27 clusters Score -9.811895e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170598 members 
Mstep: Class 2 contains 115788 members 
Mstep: Class 3 contains 50218 members 
Mstep: Class 4 contains 48324 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64328 members 
Mstep: Class 7 contains 34717 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 190801 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15006 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28861 members 
Mstep: Class 16 contains 91040 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21792 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118968.000000 Penalty: 88410.296875
Iteration 259Q: 27 clusters Score -9.811897e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170581 members 
Mstep: Class 2 contains 115786 members 
Mstep: Class 3 contains 50217 members 
Mstep: Class 4 contains 48330 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64338 members 
Mstep: Class 7 contains 34720 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 190800 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15006 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28860 members 
Mstep: Class 16 contains 91043 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21793 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118912.000000 Penalty: 88410.296875
Iteration 260F: 27 clusters Score -9.811891e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170570 members 
Mstep: Class 2 contains 115783 members 
Mstep: Class 3 contains 50214 members 
Mstep: Class 4 contains 48331 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64350 members 
Mstep: Class 7 contains 34724 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 190795 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28860 members 
Mstep: Class 16 contains 91047 members 
Mstep: Class 17 contains 25523 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21797 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118840.000000 Penalty: 88410.296875
Iteration 261Q: 27 clusters Score -9.811884e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170545 members 
Mstep: Class 2 contains 115779 members 
Mstep: Class 3 contains 50210 members 
Mstep: Class 4 contains 48336 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64359 members 
Mstep: Class 7 contains 34731 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 190799 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28859 members 
Mstep: Class 16 contains 91047 members 
Mstep: Class 17 contains 25523 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21801 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118944.000000 Penalty: 88410.296875
Iteration 262Q: 27 clusters Score -9.811894e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170531 members 
Mstep: Class 2 contains 115778 members 
Mstep: Class 3 contains 50210 members 
Mstep: Class 4 contains 48338 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64361 members 
Mstep: Class 7 contains 34735 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190796 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15014 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28860 members 
Mstep: Class 16 contains 91050 members 
Mstep: Class 17 contains 25522 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21803 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118952.000000 Penalty: 88410.296875
Iteration 263Q: 27 clusters Score -9.811895e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170518 members 
Mstep: Class 2 contains 115781 members 
Mstep: Class 3 contains 50212 members 
Mstep: Class 4 contains 48342 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64366 members 
Mstep: Class 7 contains 34735 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4408 members 
Mstep: Class 10 contains 190786 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15015 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28859 members 
Mstep: Class 16 contains 91060 members 
Mstep: Class 17 contains 25523 members 
Mstep: Class 18 contains 7900 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21801 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119000.000000 Penalty: 88410.296875
Iteration 264Q: 27 clusters Score -9.8119e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170513 members 
Mstep: Class 2 contains 115783 members 
Mstep: Class 3 contains 50215 members 
Mstep: Class 4 contains 48348 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64376 members 
Mstep: Class 7 contains 34735 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 190764 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 15017 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28857 members 
Mstep: Class 16 contains 91063 members 
Mstep: Class 17 contains 25523 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21804 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118968.000000 Penalty: 88410.296875
Iteration 265Q: 27 clusters Score -9.811897e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170507 members 
Mstep: Class 2 contains 115783 members 
Mstep: Class 3 contains 50216 members 
Mstep: Class 4 contains 48361 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64385 members 
Mstep: Class 7 contains 34735 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 190750 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2087 members 
Mstep: Class 13 contains 15017 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28855 members 
Mstep: Class 16 contains 91064 members 
Mstep: Class 17 contains 25522 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21804 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118936.000000 Penalty: 88410.296875
Iteration 266Q: 27 clusters Score -9.811894e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170478 members 
Mstep: Class 2 contains 115778 members 
Mstep: Class 3 contains 50219 members 
Mstep: Class 4 contains 48373 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64390 members 
Mstep: Class 7 contains 34743 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 190753 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2086 members 
Mstep: Class 13 contains 15013 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28854 members 
Mstep: Class 16 contains 91073 members 
Mstep: Class 17 contains 25522 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21803 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118952.000000 Penalty: 88410.296875
Iteration 267Q: 27 clusters Score -9.811895e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170457 members 
Mstep: Class 2 contains 115778 members 
Mstep: Class 3 contains 50221 members 
Mstep: Class 4 contains 48384 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64396 members 
Mstep: Class 7 contains 34752 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 190745 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28854 members 
Mstep: Class 16 contains 91081 members 
Mstep: Class 17 contains 25522 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21801 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98118984.000000 Penalty: 88410.296875
Iteration 268Q: 27 clusters Score -9.811898e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170420 members 
Mstep: Class 2 contains 115777 members 
Mstep: Class 3 contains 50220 members 
Mstep: Class 4 contains 48392 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64414 members 
Mstep: Class 7 contains 34765 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 190741 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 15015 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28853 members 
Mstep: Class 16 contains 91081 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21798 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119088.000000 Penalty: 88410.296875
Iteration 269Q: 27 clusters Score -9.811909e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170396 members 
Mstep: Class 2 contains 115772 members 
Mstep: Class 3 contains 50224 members 
Mstep: Class 4 contains 48406 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64433 members 
Mstep: Class 7 contains 34771 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4407 members 
Mstep: Class 10 contains 190719 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 15021 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28851 members 
Mstep: Class 16 contains 91087 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21796 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119144.000000 Penalty: 88410.296875
Iteration 270Q: 27 clusters Score -9.811914e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170367 members 
Mstep: Class 2 contains 115767 members 
Mstep: Class 3 contains 50224 members 
Mstep: Class 4 contains 48416 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64451 members 
Mstep: Class 7 contains 34776 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 190705 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 15025 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28852 members 
Mstep: Class 16 contains 91093 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21801 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119016.000000 Penalty: 88410.296875
Iteration 271Q: 27 clusters Score -9.811902e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170340 members 
Mstep: Class 2 contains 115765 members 
Mstep: Class 3 contains 50228 members 
Mstep: Class 4 contains 48422 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64471 members 
Mstep: Class 7 contains 34776 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 190686 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 15024 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28853 members 
Mstep: Class 16 contains 91108 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21804 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119016.000000 Penalty: 88410.296875
Iteration 272Q: 27 clusters Score -9.811902e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170322 members 
Mstep: Class 2 contains 115770 members 
Mstep: Class 3 contains 50229 members 
Mstep: Class 4 contains 48429 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64490 members 
Mstep: Class 7 contains 34780 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 190656 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 15019 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28854 members 
Mstep: Class 16 contains 91121 members 
Mstep: Class 17 contains 25526 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8984 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21806 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119056.000000 Penalty: 88410.296875
Iteration 273Q: 27 clusters Score -9.811906e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170312 members 
Mstep: Class 2 contains 115769 members 
Mstep: Class 3 contains 50229 members 
Mstep: Class 4 contains 48443 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64503 members 
Mstep: Class 7 contains 34785 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 190628 members 
Mstep: Class 11 contains 1010 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 15017 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28854 members 
Mstep: Class 16 contains 91129 members 
Mstep: Class 17 contains 25526 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21808 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119048.000000 Penalty: 88410.296875
Iteration 274Q: 27 clusters Score -9.811905e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170301 members 
Mstep: Class 2 contains 115767 members 
Mstep: Class 3 contains 50231 members 
Mstep: Class 4 contains 48449 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64514 members 
Mstep: Class 7 contains 34786 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 190608 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 15018 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28855 members 
Mstep: Class 16 contains 91135 members 
Mstep: Class 17 contains 25526 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21814 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119136.000000 Penalty: 88410.296875
Iteration 275Q: 27 clusters Score -9.811914e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170286 members 
Mstep: Class 2 contains 115763 members 
Mstep: Class 3 contains 50232 members 
Mstep: Class 4 contains 48466 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64516 members 
Mstep: Class 7 contains 34793 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 190586 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 15018 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28854 members 
Mstep: Class 16 contains 91149 members 
Mstep: Class 17 contains 25525 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21818 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119176.000000 Penalty: 88410.296875
Iteration 276Q: 27 clusters Score -9.811918e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170271 members 
Mstep: Class 2 contains 115760 members 
Mstep: Class 3 contains 50227 members 
Mstep: Class 4 contains 48484 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64529 members 
Mstep: Class 7 contains 34800 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 190556 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 15019 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28853 members 
Mstep: Class 16 contains 91159 members 
Mstep: Class 17 contains 25527 members 
Mstep: Class 18 contains 7902 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21821 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119152.000000 Penalty: 88410.296875
Iteration 277Q: 27 clusters Score -9.811915e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170247 members 
Mstep: Class 2 contains 115761 members 
Mstep: Class 3 contains 50224 members 
Mstep: Class 4 contains 48498 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64547 members 
Mstep: Class 7 contains 34805 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 190544 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 15018 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28851 members 
Mstep: Class 16 contains 91162 members 
Mstep: Class 17 contains 25527 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21822 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119160.000000 Penalty: 88410.296875
Iteration 278Q: 27 clusters Score -9.811916e+07 nChanged 116
Entering ConstructFrom: 
Score: -98119160.000000 Penalty: 88410.296875
Entering ConstructFrom: 
Trying to split cluster 1 (170235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170235 members 
Entering Unmasked Estep 
Score: -18908310.000000 Penalty: 2987.144043
	Iteration 0F: 2 clusters Score -1.890831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85132 members 
Mstep: Class 2 contains 85103 members 
Entering Unmasked Estep 
Score: -18796086.000000 Penalty: 5974.288086
	Iteration 0F: 3 clusters Score -1.879609e+07 nChanged 81851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -18844650.000000 Penalty: 5974.288086
	Iteration 1F: 3 clusters Score -1.884465e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83422 members 
Mstep: Class 2 contains 86813 members 
Entering Unmasked Estep 
Score: -18847002.000000 Penalty: 5974.288086
	Iteration 2Q: 3 clusters Score -1.8847e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81867 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -18850676.000000 Penalty: 5974.288086
	Iteration 3Q: 3 clusters Score -1.885068e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79131 members 
Mstep: Class 2 contains 91104 members 
Entering Unmasked Estep 
Score: -18856324.000000 Penalty: 5974.288086
	Iteration 4F: 3 clusters Score -1.885632e+07 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 95609 members 
Entering Unmasked Estep 
Score: -18865126.000000 Penalty: 5974.288086
	Iteration 5F: 3 clusters Score -1.886513e+07 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 101671 members 
Entering Unmasked Estep 
Score: -18877046.000000 Penalty: 5974.288086
	Iteration 6F: 3 clusters Score -1.887705e+07 nChanged 13301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62819 members 
Mstep: Class 2 contains 107416 members 
Entering Unmasked Estep 
Score: -18888980.000000 Penalty: 5974.288086
	Iteration 7F: 3 clusters Score -1.888898e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 111177 members 
Entering Unmasked Estep 
Score: -18895194.000000 Penalty: 5974.288086
	Iteration 8F: 3 clusters Score -1.889519e+07 nChanged 5358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 113589 members 
Entering Unmasked Estep 
Score: -18897526.000000 Penalty: 5974.288086
	Iteration 9Q: 3 clusters Score -1.889753e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 115510 members 
Entering Unmasked Estep 
Score: -18898716.000000 Penalty: 5974.288086
	Iteration 10Q: 3 clusters Score -1.889872e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 117115 members 
Entering Unmasked Estep 
Score: -18899462.000000 Penalty: 5974.288086
	Iteration 11Q: 3 clusters Score -1.889946e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 118476 members 
Entering Unmasked Estep 
Score: -18899998.000000 Penalty: 5974.288086
	Iteration 12Q: 3 clusters Score -1.89e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 119787 members 
Entering Unmasked Estep 
Score: -18900498.000000 Penalty: 5974.288086
	Iteration 13Q: 3 clusters Score -1.89005e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 121057 members 
Entering Unmasked Estep 
Score: -18900808.000000 Penalty: 5974.288086
	Iteration 14Q: 3 clusters Score -1.890081e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 122335 members 
Entering Unmasked Estep 
Score: -18901024.000000 Penalty: 5974.288086
	Iteration 15Q: 3 clusters Score -1.890102e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 123552 members 
Entering Unmasked Estep 
Score: -18901194.000000 Penalty: 5974.288086
	Iteration 16Q: 3 clusters Score -1.890119e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 124743 members 
Entering Unmasked Estep 
Score: -18901366.000000 Penalty: 5974.288086
	Iteration 17Q: 3 clusters Score -1.890137e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 125899 members 
Entering Unmasked Estep 
Score: -18901530.000000 Penalty: 5974.288086
	Iteration 18Q: 3 clusters Score -1.890153e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 127074 members 
Entering Unmasked Estep 
Score: -18901812.000000 Penalty: 5974.288086
	Iteration 19Q: 3 clusters Score -1.890181e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 128264 members 
Entering Unmasked Estep 
Score: -18901928.000000 Penalty: 5974.288086
	Iteration 20F: 3 clusters Score -1.890193e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 129427 members 
Entering Unmasked Estep 
Score: -18902160.000000 Penalty: 5974.288086
	Iteration 21Q: 3 clusters Score -1.890216e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 130642 members 
Entering Unmasked Estep 
Score: -18902394.000000 Penalty: 5974.288086
	Iteration 22Q: 3 clusters Score -1.890239e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 131824 members 
Entering Unmasked Estep 
Score: -18902492.000000 Penalty: 5974.288086
	Iteration 23Q: 3 clusters Score -1.890249e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 132982 members 
Entering Unmasked Estep 
Score: -18902628.000000 Penalty: 5974.288086
	Iteration 24Q: 3 clusters Score -1.890263e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 134111 members 
Entering Unmasked Estep 
Score: -18902834.000000 Penalty: 5974.288086
	Iteration 25Q: 3 clusters Score -1.890283e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 135267 members 
Entering Unmasked Estep 
Score: -18903050.000000 Penalty: 5974.288086
	Iteration 26Q: 3 clusters Score -1.890305e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 136446 members 
Entering Unmasked Estep 
Score: -18903336.000000 Penalty: 5974.288086
	Iteration 27Q: 3 clusters Score -1.890334e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 137577 members 
Entering Unmasked Estep 
Score: -18903462.000000 Penalty: 5974.288086
	Iteration 28Q: 3 clusters Score -1.890346e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 138716 members 
Entering Unmasked Estep 
Score: -18903584.000000 Penalty: 5974.288086
	Iteration 29Q: 3 clusters Score -1.890358e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 139915 members 
Entering Unmasked Estep 
Score: -18903860.000000 Penalty: 5974.288086
	Iteration 30Q: 3 clusters Score -1.890386e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 141083 members 
Entering Unmasked Estep 
Score: -18904026.000000 Penalty: 5974.288086
	Iteration 31Q: 3 clusters Score -1.890403e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 142166 members 
Entering Unmasked Estep 
Score: -18904174.000000 Penalty: 5974.288086
	Iteration 32Q: 3 clusters Score -1.890417e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 143268 members 
Entering Unmasked Estep 
Score: -18904434.000000 Penalty: 5974.288086
	Iteration 33Q: 3 clusters Score -1.890443e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 144446 members 
Entering Unmasked Estep 
Score: -18904640.000000 Penalty: 5974.288086
	Iteration 34Q: 3 clusters Score -1.890464e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 145578 members 
Entering Unmasked Estep 
Score: -18904928.000000 Penalty: 5974.288086
	Iteration 35Q: 3 clusters Score -1.890493e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 146782 members 
Entering Unmasked Estep 
Score: -18905122.000000 Penalty: 5974.288086
	Iteration 36Q: 3 clusters Score -1.890512e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 148113 members 
Entering Unmasked Estep 
Score: -18905246.000000 Penalty: 5974.288086
	Iteration 37Q: 3 clusters Score -1.890525e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 149499 members 
Entering Unmasked Estep 
Score: -18905520.000000 Penalty: 5974.288086
	Iteration 38Q: 3 clusters Score -1.890552e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 150933 members 
Entering Unmasked Estep 
Score: -18905750.000000 Penalty: 5974.288086
	Iteration 39Q: 3 clusters Score -1.890575e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 152376 members 
Entering Unmasked Estep 
Score: -18905800.000000 Penalty: 5974.288086
	Iteration 40F: 3 clusters Score -1.89058e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 153810 members 
Entering Unmasked Estep 
Score: -18906016.000000 Penalty: 5974.288086
	Iteration 41Q: 3 clusters Score -1.890602e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 155309 members 
Entering Unmasked Estep 
Score: -18906082.000000 Penalty: 5974.288086
	Iteration 42Q: 3 clusters Score -1.890608e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 156846 members 
Entering Unmasked Estep 
Score: -18906088.000000 Penalty: 5974.288086
	Iteration 43Q: 3 clusters Score -1.890609e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 158330 members 
Entering Unmasked Estep 
Score: -18906198.000000 Penalty: 5974.288086
	Iteration 44Q: 3 clusters Score -1.89062e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 159804 members 
Entering Unmasked Estep 
Score: -18906380.000000 Penalty: 5974.288086
	Iteration 45Q: 3 clusters Score -1.890638e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 161142 members 
Entering Unmasked Estep 
Score: -18906472.000000 Penalty: 5974.288086
	Iteration 46Q: 3 clusters Score -1.890647e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 162356 members 
Entering Unmasked Estep 
Score: -18906528.000000 Penalty: 5974.288086
	Iteration 47Q: 3 clusters Score -1.890653e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 163393 members 
Entering Unmasked Estep 
Score: -18906600.000000 Penalty: 5974.288086
	Iteration 48Q: 3 clusters Score -1.89066e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -18906626.000000 Penalty: 5974.288086
	Iteration 49Q: 3 clusters Score -1.890663e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 165114 members 
Entering Unmasked Estep 
Score: -18906644.000000 Penalty: 5974.288086
	Iteration 50Q: 3 clusters Score -1.890664e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 165738 members 
Entering Unmasked Estep 
Score: -18906650.000000 Penalty: 5974.288086
	Iteration 51Q: 3 clusters Score -1.890665e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 166245 members 
Entering Unmasked Estep 
Score: -18906674.000000 Penalty: 5974.288086
	Iteration 52Q: 3 clusters Score -1.890667e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 166662 members 
Entering Unmasked Estep 
Score: -18906692.000000 Penalty: 5974.288086
	Iteration 53Q: 3 clusters Score -1.890669e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 166996 members 
Entering Unmasked Estep 
Score: -18906688.000000 Penalty: 5974.288086
	Iteration 54Q: 3 clusters Score -1.890669e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 167261 members 
Entering Unmasked Estep 
Score: -18906698.000000 Penalty: 5974.288086
	Iteration 55Q: 3 clusters Score -1.89067e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 167481 members 
Entering Unmasked Estep 
Score: -18906624.000000 Penalty: 5974.288086
	Iteration 56Q: 3 clusters Score -1.890662e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 167666 members 
Entering Unmasked Estep 
Score: -18906622.000000 Penalty: 5974.288086
	Iteration 57Q: 3 clusters Score -1.890662e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 167822 members 
Entering Unmasked Estep 
Score: -18906624.000000 Penalty: 5974.288086
	Iteration 58Q: 3 clusters Score -1.890662e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 167945 members 
Entering Unmasked Estep 
Score: -18906616.000000 Penalty: 5974.288086
	Iteration 59Q: 3 clusters Score -1.890662e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 168047 members 
Entering Unmasked Estep 
Score: -18906588.000000 Penalty: 5974.288086
	Iteration 60F: 3 clusters Score -1.890659e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 168135 members 
Entering Unmasked Estep 
Score: -18906612.000000 Penalty: 5974.288086
	Iteration 61Q: 3 clusters Score -1.890661e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 168220 members 
Entering Unmasked Estep 
Score: -18906620.000000 Penalty: 5974.288086
	Iteration 62Q: 3 clusters Score -1.890662e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 168283 members 
Entering Unmasked Estep 
Score: -18906604.000000 Penalty: 5974.288086
	Iteration 63Q: 3 clusters Score -1.89066e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 168337 members 
Entering Unmasked Estep 
Score: -18906610.000000 Penalty: 5974.288086
	Iteration 64Q: 3 clusters Score -1.890661e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 168378 members 
Entering Unmasked Estep 
Score: -18906596.000000 Penalty: 5974.288086
	Iteration 65Q: 3 clusters Score -1.89066e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 168404 members 
Entering Unmasked Estep 
Score: -18906588.000000 Penalty: 5974.288086
	Iteration 66Q: 3 clusters Score -1.890659e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 168426 members 
Entering Unmasked Estep 
Score: -18906588.000000 Penalty: 5974.288086
	Iteration 67Q: 3 clusters Score -1.890659e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 168450 members 
Entering Unmasked Estep 
Score: -18906568.000000 Penalty: 5974.288086
	Iteration 68Q: 3 clusters Score -1.890657e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 168474 members 
Entering Unmasked Estep 
Score: -18906574.000000 Penalty: 5974.288086
	Iteration 69Q: 3 clusters Score -1.890657e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 168504 members 
Entering Unmasked Estep 
Score: -18906562.000000 Penalty: 5974.288086
	Iteration 70Q: 3 clusters Score -1.890656e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 168524 members 
Entering Unmasked Estep 
Score: -18906548.000000 Penalty: 5974.288086
	Iteration 71Q: 3 clusters Score -1.890655e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 168547 members 
Entering Unmasked Estep 
Score: -18906560.000000 Penalty: 5974.288086
	Iteration 72Q: 3 clusters Score -1.890656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 168562 members 
Entering Unmasked Estep 
Score: -18906568.000000 Penalty: 5974.288086
	Iteration 73Q: 3 clusters Score -1.890657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 168576 members 
Entering Unmasked Estep 
Score: -18906568.000000 Penalty: 5974.288086
	Iteration 74Q: 3 clusters Score -1.890657e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 168596 members 
Entering Unmasked Estep 
Score: -18906554.000000 Penalty: 5974.288086
	Iteration 75Q: 3 clusters Score -1.890655e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 168617 members 
Entering Unmasked Estep 
Score: -18906574.000000 Penalty: 5974.288086
	Iteration 76Q: 3 clusters Score -1.890657e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 168642 members 
Entering Unmasked Estep 
Score: -18906546.000000 Penalty: 5974.288086
	Iteration 77Q: 3 clusters Score -1.890655e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 168661 members 
Entering Unmasked Estep 
Score: -18906530.000000 Penalty: 5974.288086
	Iteration 78Q: 3 clusters Score -1.890653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 168677 members 
Entering Unmasked Estep 
Score: -18906556.000000 Penalty: 5974.288086
	Iteration 79Q: 3 clusters Score -1.890656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 168690 members 
Entering Unmasked Estep 
Score: -18906564.000000 Penalty: 5974.288086
	Iteration 80F: 3 clusters Score -1.890656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 168699 members 
Entering Unmasked Estep 
Score: -18906556.000000 Penalty: 5974.288086
	Iteration 81Q: 3 clusters Score -1.890656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 168704 members 
Entering Unmasked Estep 
Score: -18906566.000000 Penalty: 5974.288086
	Iteration 82Q: 3 clusters Score -1.890657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 168710 members 
Entering Unmasked Estep 
Score: -18906560.000000 Penalty: 5974.288086
	Iteration 83Q: 3 clusters Score -1.890656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 168713 members 
Entering Unmasked Estep 
Score: -18906562.000000 Penalty: 5974.288086
	Iteration 84Q: 3 clusters Score -1.890656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 168717 members 
Entering Unmasked Estep 
Score: -18906568.000000 Penalty: 5974.288086
	Iteration 85Q: 3 clusters Score -1.890657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 168722 members 
Entering Unmasked Estep 
Score: -18906564.000000 Penalty: 5974.288086
	Iteration 86Q: 3 clusters Score -1.890656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 168722 members 
Entering Unmasked Estep 
Score: -18906562.000000 Penalty: 5974.288086
	Iteration 87Q: 3 clusters Score -1.890656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 168723 members 
Entering Unmasked Estep 
Score: -18906546.000000 Penalty: 5974.288086
	Iteration 88Q: 3 clusters Score -1.890655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 168728 members 
Entering Unmasked Estep 
Score: -18906538.000000 Penalty: 5974.288086
	Iteration 89Q: 3 clusters Score -1.890654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 168731 members 
Entering Unmasked Estep 
Score: -18906530.000000 Penalty: 5974.288086
	Iteration 90Q: 3 clusters Score -1.890653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 168734 members 
Entering Unmasked Estep 
Score: -18906528.000000 Penalty: 5974.288086
	Iteration 91Q: 3 clusters Score -1.890653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 168736 members 
Entering Unmasked Estep 
Score: -18906538.000000 Penalty: 5974.288086
	Iteration 92Q: 3 clusters Score -1.890654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 168736 members 
Entering Unmasked Estep 
Score: -18906538.000000 Penalty: 5974.288086
	Iteration 93F: 3 clusters Score -1.890654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (115757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115757 members 
Entering Unmasked Estep 
Score: -13121838.000000 Penalty: 2891.493652
	Iteration 0F: 2 clusters Score -1.312184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57777 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -13044444.000000 Penalty: 5782.987305
	Iteration 0F: 3 clusters Score -1.304444e+07 nChanged 54985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 59323 members 
Entering Unmasked Estep 
Score: -13076345.000000 Penalty: 5782.987305
	Iteration 1F: 3 clusters Score -1.307634e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 60362 members 
Entering Unmasked Estep 
Score: -13077066.000000 Penalty: 5782.987305
	Iteration 2Q: 3 clusters Score -1.307707e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53811 members 
Mstep: Class 2 contains 61946 members 
Entering Unmasked Estep 
Score: -13078018.000000 Penalty: 5782.987305
	Iteration 3Q: 3 clusters Score -1.307802e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -13079298.000000 Penalty: 5782.987305
	Iteration 4Q: 3 clusters Score -1.30793e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 67289 members 
Entering Unmasked Estep 
Score: -13081093.000000 Penalty: 5782.987305
	Iteration 5Q: 3 clusters Score -1.308109e+07 nChanged 5696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 71767 members 
Entering Unmasked Estep 
Score: -13084109.000000 Penalty: 5782.987305
	Iteration 6Q: 3 clusters Score -1.308411e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 77798 members 
Entering Unmasked Estep 
Score: -13088488.000000 Penalty: 5782.987305
	Iteration 7F: 3 clusters Score -1.308849e+07 nChanged 8102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 84998 members 
Entering Unmasked Estep 
Score: -13094906.000000 Penalty: 5782.987305
	Iteration 8F: 3 clusters Score -1.309491e+07 nChanged 7910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -13101935.000000 Penalty: 5782.987305
	Iteration 9F: 3 clusters Score -1.310194e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 97678 members 
Entering Unmasked Estep 
Score: -13107786.000000 Penalty: 5782.987305
	Iteration 10F: 3 clusters Score -1.310779e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 101249 members 
Entering Unmasked Estep 
Score: -13111262.000000 Penalty: 5782.987305
	Iteration 11Q: 3 clusters Score -1.311126e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 103596 members 
Entering Unmasked Estep 
Score: -13113153.000000 Penalty: 5782.987305
	Iteration 12Q: 3 clusters Score -1.311315e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 105435 members 
Entering Unmasked Estep 
Score: -13114388.000000 Penalty: 5782.987305
	Iteration 13Q: 3 clusters Score -1.311439e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 106944 members 
Entering Unmasked Estep 
Score: -13115148.000000 Penalty: 5782.987305
	Iteration 14Q: 3 clusters Score -1.311515e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 108254 members 
Entering Unmasked Estep 
Score: -13115859.000000 Penalty: 5782.987305
	Iteration 15Q: 3 clusters Score -1.311586e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 109447 members 
Entering Unmasked Estep 
Score: -13116510.000000 Penalty: 5782.987305
	Iteration 16Q: 3 clusters Score -1.311651e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 110472 members 
Entering Unmasked Estep 
Score: -13117052.000000 Penalty: 5782.987305
	Iteration 17Q: 3 clusters Score -1.311705e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 111341 members 
Entering Unmasked Estep 
Score: -13117543.000000 Penalty: 5782.987305
	Iteration 18Q: 3 clusters Score -1.311754e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 112063 members 
Entering Unmasked Estep 
Score: -13118003.000000 Penalty: 5782.987305
	Iteration 19Q: 3 clusters Score -1.3118e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 112644 members 
Entering Unmasked Estep 
Score: -13118309.000000 Penalty: 5782.987305
	Iteration 20F: 3 clusters Score -1.311831e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 113108 members 
Entering Unmasked Estep 
Score: -13118538.000000 Penalty: 5782.987305
	Iteration 21Q: 3 clusters Score -1.311854e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 113463 members 
Entering Unmasked Estep 
Score: -13118765.000000 Penalty: 5782.987305
	Iteration 22Q: 3 clusters Score -1.311876e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 113751 members 
Entering Unmasked Estep 
Score: -13118953.000000 Penalty: 5782.987305
	Iteration 23Q: 3 clusters Score -1.311895e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 113991 members 
Entering Unmasked Estep 
Score: -13119043.000000 Penalty: 5782.987305
	Iteration 24Q: 3 clusters Score -1.311904e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 114177 members 
Entering Unmasked Estep 
Score: -13119145.000000 Penalty: 5782.987305
	Iteration 25Q: 3 clusters Score -1.311914e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 114317 members 
Entering Unmasked Estep 
Score: -13119181.000000 Penalty: 5782.987305
	Iteration 26Q: 3 clusters Score -1.311918e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 114428 members 
Entering Unmasked Estep 
Score: -13119233.000000 Penalty: 5782.987305
	Iteration 27Q: 3 clusters Score -1.311923e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 114505 members 
Entering Unmasked Estep 
Score: -13119241.000000 Penalty: 5782.987305
	Iteration 28Q: 3 clusters Score -1.311924e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 114582 members 
Entering Unmasked Estep 
Score: -13119274.000000 Penalty: 5782.987305
	Iteration 29Q: 3 clusters Score -1.311927e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 114658 members 
Entering Unmasked Estep 
Score: -13119290.000000 Penalty: 5782.987305
	Iteration 30Q: 3 clusters Score -1.311929e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 114704 members 
Entering Unmasked Estep 
Score: -13119310.000000 Penalty: 5782.987305
	Iteration 31Q: 3 clusters Score -1.311931e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 114740 members 
Entering Unmasked Estep 
Score: -13119313.000000 Penalty: 5782.987305
	Iteration 32Q: 3 clusters Score -1.311931e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 114768 members 
Entering Unmasked Estep 
Score: -13119325.000000 Penalty: 5782.987305
	Iteration 33Q: 3 clusters Score -1.311932e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 114792 members 
Entering Unmasked Estep 
Score: -13119344.000000 Penalty: 5782.987305
	Iteration 34Q: 3 clusters Score -1.311934e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 114818 members 
Entering Unmasked Estep 
Score: -13119369.000000 Penalty: 5782.987305
	Iteration 35Q: 3 clusters Score -1.311937e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 114839 members 
Entering Unmasked Estep 
Score: -13119372.000000 Penalty: 5782.987305
	Iteration 36Q: 3 clusters Score -1.311937e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 114859 members 
Entering Unmasked Estep 
Score: -13119391.000000 Penalty: 5782.987305
	Iteration 37Q: 3 clusters Score -1.311939e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 114877 members 
Entering Unmasked Estep 
Score: -13119389.000000 Penalty: 5782.987305
	Iteration 38Q: 3 clusters Score -1.311939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 114888 members 
Entering Unmasked Estep 
Score: -13119392.000000 Penalty: 5782.987305
	Iteration 39Q: 3 clusters Score -1.311939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 114897 members 
Entering Unmasked Estep 
Score: -13119384.000000 Penalty: 5782.987305
	Iteration 40F: 3 clusters Score -1.311938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 114903 members 
Entering Unmasked Estep 
Score: -13119378.000000 Penalty: 5782.987305
	Iteration 41Q: 3 clusters Score -1.311938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 114911 members 
Entering Unmasked Estep 
Score: -13119373.000000 Penalty: 5782.987305
	Iteration 42Q: 3 clusters Score -1.311937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 114913 members 
Entering Unmasked Estep 
Score: -13119378.000000 Penalty: 5782.987305
	Iteration 43Q: 3 clusters Score -1.311938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 114915 members 
Entering Unmasked Estep 
Score: -13119375.000000 Penalty: 5782.987305
	Iteration 44Q: 3 clusters Score -1.311938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 114917 members 
Entering Unmasked Estep 
Score: -13119374.000000 Penalty: 5782.987305
	Iteration 45Q: 3 clusters Score -1.311937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 114919 members 
Entering Unmasked Estep 
Score: -13119373.000000 Penalty: 5782.987305
	Iteration 46Q: 3 clusters Score -1.311937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 114923 members 
Entering Unmasked Estep 
Score: -13119381.000000 Penalty: 5782.987305
	Iteration 47Q: 3 clusters Score -1.311938e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 114928 members 
Entering Unmasked Estep 
Score: -13119386.000000 Penalty: 5782.987305
	Iteration 48Q: 3 clusters Score -1.311939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 114932 members 
Entering Unmasked Estep 
Score: -13119383.000000 Penalty: 5782.987305
	Iteration 49Q: 3 clusters Score -1.311938e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 114935 members 
Entering Unmasked Estep 
Score: -13119389.000000 Penalty: 5782.987305
	Iteration 50Q: 3 clusters Score -1.311939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 114936 members 
Entering Unmasked Estep 
Score: -13119389.000000 Penalty: 5782.987305
	Iteration 51Q: 3 clusters Score -1.311939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 114937 members 
Entering Unmasked Estep 
Score: -13119394.000000 Penalty: 5782.987305
	Iteration 52Q: 3 clusters Score -1.311939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 114938 members 
Entering Unmasked Estep 
Score: -13119388.000000 Penalty: 5782.987305
	Iteration 53Q: 3 clusters Score -1.311939e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 114939 members 
Entering Unmasked Estep 
Score: -13119384.000000 Penalty: 5782.987305
	Iteration 54Q: 3 clusters Score -1.311938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 114939 members 
Entering Unmasked Estep 
Score: -13119384.000000 Penalty: 5782.987305
	Iteration 55F: 3 clusters Score -1.311938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Entering Unmasked Estep 
Score: -5458044.500000 Penalty: 2684.403564
	Iteration 0F: 2 clusters Score -5458044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -5424123.500000 Penalty: 5368.807129
	Iteration 0F: 3 clusters Score -5424124 nChanged 23357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -5436835.000000 Penalty: 5368.807129
	Iteration 1F: 3 clusters Score -5436835 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -5437448.500000 Penalty: 5368.807129
	Iteration 2Q: 3 clusters Score -5437448 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -5437975.000000 Penalty: 5368.807129
	Iteration 3Q: 3 clusters Score -5437975 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -5438658.000000 Penalty: 5368.807129
	Iteration 4Q: 3 clusters Score -5438658 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -5439448.000000 Penalty: 5368.807129
	Iteration 5Q: 3 clusters Score -5439448 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -5440565.500000 Penalty: 5368.807129
	Iteration 6Q: 3 clusters Score -5440566 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -5442061.000000 Penalty: 5368.807129
	Iteration 7F: 3 clusters Score -5442061 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -5444138.500000 Penalty: 5368.807129
	Iteration 8F: 3 clusters Score -5444138 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -5446865.000000 Penalty: 5368.807129
	Iteration 9F: 3 clusters Score -5446865 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -5449809.500000 Penalty: 5368.807129
	Iteration 10F: 3 clusters Score -5449810 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -5452392.000000 Penalty: 5368.807129
	Iteration 11F: 3 clusters Score -5452392 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -5454026.500000 Penalty: 5368.807129
	Iteration 12Q: 3 clusters Score -5454026 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5454818.500000 Penalty: 5368.807129
	Iteration 13Q: 3 clusters Score -5454818 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5455241.000000 Penalty: 5368.807129
	Iteration 14Q: 3 clusters Score -5455241 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5455449.500000 Penalty: 5368.807129
	Iteration 15Q: 3 clusters Score -5455450 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5455583.500000 Penalty: 5368.807129
	Iteration 16Q: 3 clusters Score -5455584 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5455656.000000 Penalty: 5368.807129
	Iteration 17Q: 3 clusters Score -5455656 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5455708.500000 Penalty: 5368.807129
	Iteration 18Q: 3 clusters Score -5455708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5455753.500000 Penalty: 5368.807129
	Iteration 19Q: 3 clusters Score -5455754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5455783.500000 Penalty: 5368.807129
	Iteration 20F: 3 clusters Score -5455784 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5455813.000000 Penalty: 5368.807129
	Iteration 21Q: 3 clusters Score -5455813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5455845.500000 Penalty: 5368.807129
	Iteration 22Q: 3 clusters Score -5455846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5455857.500000 Penalty: 5368.807129
	Iteration 23Q: 3 clusters Score -5455858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5455876.000000 Penalty: 5368.807129
	Iteration 24Q: 3 clusters Score -5455876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5455885.000000 Penalty: 5368.807129
	Iteration 25Q: 3 clusters Score -5455885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5455891.500000 Penalty: 5368.807129
	Iteration 26Q: 3 clusters Score -5455892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5455903.000000 Penalty: 5368.807129
	Iteration 27Q: 3 clusters Score -5455903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5455907.500000 Penalty: 5368.807129
	Iteration 28Q: 3 clusters Score -5455908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5455911.000000 Penalty: 5368.807129
	Iteration 29Q: 3 clusters Score -5455911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5455909.500000 Penalty: 5368.807129
	Iteration 30Q: 3 clusters Score -5455910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5455918.500000 Penalty: 5368.807129
	Iteration 31Q: 3 clusters Score -5455918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5455920.500000 Penalty: 5368.807129
	Iteration 32Q: 3 clusters Score -5455920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5455925.000000 Penalty: 5368.807129
	Iteration 33Q: 3 clusters Score -5455925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5455927.000000 Penalty: 5368.807129
	Iteration 34Q: 3 clusters Score -5455927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5455929.500000 Penalty: 5368.807129
	Iteration 35Q: 3 clusters Score -5455930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5455929.500000 Penalty: 5368.807129
	Iteration 36F: 3 clusters Score -5455930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Entering Unmasked Estep 
Score: -5482376.000000 Penalty: 2675.802246
	Iteration 0F: 2 clusters Score -5482376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -5449660.000000 Penalty: 5351.604492
	Iteration 0F: 3 clusters Score -5449660 nChanged 22355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -5462044.000000 Penalty: 5351.604492
	Iteration 1F: 3 clusters Score -5462044 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -5462673.000000 Penalty: 5351.604492
	Iteration 2Q: 3 clusters Score -5462673 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -5463323.500000 Penalty: 5351.604492
	Iteration 3Q: 3 clusters Score -5463324 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -5464102.000000 Penalty: 5351.604492
	Iteration 4Q: 3 clusters Score -5464102 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -5465199.000000 Penalty: 5351.604492
	Iteration 5Q: 3 clusters Score -5465199 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -5466710.000000 Penalty: 5351.604492
	Iteration 6F: 3 clusters Score -5466710 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -5468700.000000 Penalty: 5351.604492
	Iteration 7F: 3 clusters Score -5468700 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -5471147.500000 Penalty: 5351.604492
	Iteration 8F: 3 clusters Score -5471148 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -5473606.500000 Penalty: 5351.604492
	Iteration 9F: 3 clusters Score -5473606 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -5475777.000000 Penalty: 5351.604492
	Iteration 10F: 3 clusters Score -5475777 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -5477113.500000 Penalty: 5351.604492
	Iteration 11Q: 3 clusters Score -5477114 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -5477819.000000 Penalty: 5351.604492
	Iteration 12Q: 3 clusters Score -5477819 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -5478269.500000 Penalty: 5351.604492
	Iteration 13Q: 3 clusters Score -5478270 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -5478593.500000 Penalty: 5351.604492
	Iteration 14Q: 3 clusters Score -5478594 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -5478839.500000 Penalty: 5351.604492
	Iteration 15Q: 3 clusters Score -5478840 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -5479055.000000 Penalty: 5351.604492
	Iteration 16Q: 3 clusters Score -5479055 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -5479196.000000 Penalty: 5351.604492
	Iteration 17Q: 3 clusters Score -5479196 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -5479312.000000 Penalty: 5351.604492
	Iteration 18Q: 3 clusters Score -5479312 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5479404.500000 Penalty: 5351.604492
	Iteration 19Q: 3 clusters Score -5479404 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5479513.000000 Penalty: 5351.604492
	Iteration 20F: 3 clusters Score -5479513 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5479626.500000 Penalty: 5351.604492
	Iteration 21Q: 3 clusters Score -5479626 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5479705.000000 Penalty: 5351.604492
	Iteration 22Q: 3 clusters Score -5479705 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5479781.000000 Penalty: 5351.604492
	Iteration 23Q: 3 clusters Score -5479781 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5479820.500000 Penalty: 5351.604492
	Iteration 24Q: 3 clusters Score -5479820 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5479866.500000 Penalty: 5351.604492
	Iteration 25Q: 3 clusters Score -5479866 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5479910.500000 Penalty: 5351.604492
	Iteration 26Q: 3 clusters Score -5479910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5479932.000000 Penalty: 5351.604492
	Iteration 27Q: 3 clusters Score -5479932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5479963.000000 Penalty: 5351.604492
	Iteration 28Q: 3 clusters Score -5479963 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5479986.500000 Penalty: 5351.604492
	Iteration 29Q: 3 clusters Score -5479986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5479996.000000 Penalty: 5351.604492
	Iteration 30Q: 3 clusters Score -5479996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5480015.500000 Penalty: 5351.604492
	Iteration 31Q: 3 clusters Score -5480016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5480027.500000 Penalty: 5351.604492
	Iteration 32Q: 3 clusters Score -5480028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5480031.500000 Penalty: 5351.604492
	Iteration 33Q: 3 clusters Score -5480032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -5480036.500000 Penalty: 5351.604492
	Iteration 34Q: 3 clusters Score -5480036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5480046.000000 Penalty: 5351.604492
	Iteration 35Q: 3 clusters Score -5480046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -5480044.000000 Penalty: 5351.604492
	Iteration 36Q: 3 clusters Score -5480044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5480044.500000 Penalty: 5351.604492
	Iteration 37Q: 3 clusters Score -5480044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5480049.000000 Penalty: 5351.604492
	Iteration 38Q: 3 clusters Score -5480049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5480044.000000 Penalty: 5351.604492
	Iteration 39Q: 3 clusters Score -5480044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5480044.000000 Penalty: 5351.604492
	Iteration 40F: 3 clusters Score -5480044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5480049.500000 Penalty: 5351.604492
	Iteration 41Q: 3 clusters Score -5480050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5480054.000000 Penalty: 5351.604492
	Iteration 42Q: 3 clusters Score -5480054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5480052.500000 Penalty: 5351.604492
	Iteration 43Q: 3 clusters Score -5480052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5480050.000000 Penalty: 5351.604492
	Iteration 44Q: 3 clusters Score -5480050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5480054.000000 Penalty: 5351.604492
	Iteration 45Q: 3 clusters Score -5480054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5480054.500000 Penalty: 5351.604492
	Iteration 46Q: 3 clusters Score -5480054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5480060.000000 Penalty: 5351.604492
	Iteration 47Q: 3 clusters Score -5480060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5480060.000000 Penalty: 5351.604492
	Iteration 48Q: 3 clusters Score -5480060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5480065.000000 Penalty: 5351.604492
	Iteration 49Q: 3 clusters Score -5480065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5480063.500000 Penalty: 5351.604492
	Iteration 50Q: 3 clusters Score -5480064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -5480065.000000 Penalty: 5351.604492
	Iteration 51Q: 3 clusters Score -5480065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5480066.000000 Penalty: 5351.604492
	Iteration 52Q: 3 clusters Score -5480066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5480062.500000 Penalty: 5351.604492
	Iteration 53Q: 3 clusters Score -5480062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5480063.000000 Penalty: 5351.604492
	Iteration 54Q: 3 clusters Score -5480063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5480069.500000 Penalty: 5351.604492
	Iteration 55Q: 3 clusters Score -5480070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5480077.500000 Penalty: 5351.604492
	Iteration 56Q: 3 clusters Score -5480078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5480082.500000 Penalty: 5351.604492
	Iteration 57Q: 3 clusters Score -5480082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5480084.500000 Penalty: 5351.604492
	Iteration 58Q: 3 clusters Score -5480084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5480088.000000 Penalty: 5351.604492
	Iteration 59Q: 3 clusters Score -5480088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5480088.500000 Penalty: 5351.604492
	Iteration 60F: 3 clusters Score -5480088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5480092.500000 Penalty: 5351.604492
	Iteration 61Q: 3 clusters Score -5480092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5480098.500000 Penalty: 5351.604492
	Iteration 62Q: 3 clusters Score -5480098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5480096.000000 Penalty: 5351.604492
	Iteration 63Q: 3 clusters Score -5480096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5480095.500000 Penalty: 5351.604492
	Iteration 64Q: 3 clusters Score -5480096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5480097.000000 Penalty: 5351.604492
	Iteration 65Q: 3 clusters Score -5480097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5480095.500000 Penalty: 5351.604492
	Iteration 66Q: 3 clusters Score -5480096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5480100.000000 Penalty: 5351.604492
	Iteration 67Q: 3 clusters Score -5480100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5480098.000000 Penalty: 5351.604492
	Iteration 68Q: 3 clusters Score -5480098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5480105.000000 Penalty: 5351.604492
	Iteration 69Q: 3 clusters Score -5480105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5480103.000000 Penalty: 5351.604492
	Iteration 70Q: 3 clusters Score -5480103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5480105.500000 Penalty: 5351.604492
	Iteration 71Q: 3 clusters Score -5480106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5480109.000000 Penalty: 5351.604492
	Iteration 72Q: 3 clusters Score -5480109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5480105.500000 Penalty: 5351.604492
	Iteration 73Q: 3 clusters Score -5480106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5480104.500000 Penalty: 5351.604492
	Iteration 74Q: 3 clusters Score -5480104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5480108.000000 Penalty: 5351.604492
	Iteration 75Q: 3 clusters Score -5480108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5480108.000000 Penalty: 5351.604492
	Iteration 76F: 3 clusters Score -5480108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -87575.882812 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -87575.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -85734.578125 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -85734.58 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -86295.898438 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -86295.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -86461.609375 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -86461.61 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -86625.156250 Penalty: 3420.760254
	Iteration 3F: 3 clusters Score -86625.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86778.460938 Penalty: 3420.760254
	Iteration 4Q: 3 clusters Score -86778.46 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86926.789062 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -86926.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87078.703125 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -87078.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -87241.960938 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -87241.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -87331.000000 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -87331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -87470.734375 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -87470.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -87564.007812 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -87564.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -87598.265625 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -87598.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87635.570312 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -87635.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -87667.429688 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -87667.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -87695.515625 Penalty: 3420.760254
	Iteration 14Q: 3 clusters Score -87695.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -87728.968750 Penalty: 3420.760254
	Iteration 15Q: 3 clusters Score -87728.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87748.929688 Penalty: 3420.760254
	Iteration 16Q: 3 clusters Score -87748.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -87751.429688 Penalty: 3420.760254
	Iteration 17Q: 3 clusters Score -87751.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -87754.382812 Penalty: 3420.760254
	Iteration 18Q: 3 clusters Score -87754.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -87754.382812 Penalty: 3420.760254
	Iteration 19F: 3 clusters Score -87754.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170235 members 
Mstep: Class 2 contains 115757 members 
Mstep: Class 3 contains 50222 members 
Mstep: Class 4 contains 48510 members 
Mstep: Class 5 contains 491 members 
Mstep: Class 6 contains 64562 members 
Mstep: Class 7 contains 34809 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 190532 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 15018 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28849 members 
Mstep: Class 16 contains 91165 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21823 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 498 members 
Entering Unmasked Estep 
Score: -98117616.000000 Penalty: 91810.695312
Splitting cluster 5 changes total score from -98119160.000000 to -98117616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (64562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64562 members 
Entering Unmasked Estep 
Score: -7248117.500000 Penalty: 2746.694580
	Iteration 0F: 2 clusters Score -7248118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -7204783.000000 Penalty: 5493.389160
	Iteration 0F: 3 clusters Score -7204783 nChanged 30204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -7221921.000000 Penalty: 5493.389160
	Iteration 1F: 3 clusters Score -7221921 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -7222792.500000 Penalty: 5493.389160
	Iteration 2Q: 3 clusters Score -7222792 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -7223849.000000 Penalty: 5493.389160
	Iteration 3Q: 3 clusters Score -7223849 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -7225194.500000 Penalty: 5493.389160
	Iteration 4Q: 3 clusters Score -7225194 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -7227161.500000 Penalty: 5493.389160
	Iteration 5F: 3 clusters Score -7227162 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -7229915.000000 Penalty: 5493.389160
	Iteration 6F: 3 clusters Score -7229915 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -7233702.000000 Penalty: 5493.389160
	Iteration 7F: 3 clusters Score -7233702 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -7238127.500000 Penalty: 5493.389160
	Iteration 8F: 3 clusters Score -7238128 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -7242036.500000 Penalty: 5493.389160
	Iteration 9F: 3 clusters Score -7242036 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -7244149.000000 Penalty: 5493.389160
	Iteration 10Q: 3 clusters Score -7244149 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -7245019.000000 Penalty: 5493.389160
	Iteration 11Q: 3 clusters Score -7245019 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -7245431.500000 Penalty: 5493.389160
	Iteration 12Q: 3 clusters Score -7245432 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -7245823.000000 Penalty: 5493.389160
	Iteration 13Q: 3 clusters Score -7245823 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -7246155.500000 Penalty: 5493.389160
	Iteration 14Q: 3 clusters Score -7246156 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -7246430.500000 Penalty: 5493.389160
	Iteration 15Q: 3 clusters Score -7246430 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -7246664.000000 Penalty: 5493.389160
	Iteration 16Q: 3 clusters Score -7246664 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -7246831.000000 Penalty: 5493.389160
	Iteration 17Q: 3 clusters Score -7246831 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -7246965.500000 Penalty: 5493.389160
	Iteration 18Q: 3 clusters Score -7246966 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -7247087.000000 Penalty: 5493.389160
	Iteration 19Q: 3 clusters Score -7247087 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -7247167.500000 Penalty: 5493.389160
	Iteration 20F: 3 clusters Score -7247168 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -7247272.000000 Penalty: 5493.389160
	Iteration 21Q: 3 clusters Score -7247272 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -7247344.000000 Penalty: 5493.389160
	Iteration 22Q: 3 clusters Score -7247344 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -7247408.000000 Penalty: 5493.389160
	Iteration 23Q: 3 clusters Score -7247408 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -7247447.000000 Penalty: 5493.389160
	Iteration 24Q: 3 clusters Score -7247447 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -7247454.500000 Penalty: 5493.389160
	Iteration 25Q: 3 clusters Score -7247454 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -7247489.500000 Penalty: 5493.389160
	Iteration 26Q: 3 clusters Score -7247490 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -7247497.500000 Penalty: 5493.389160
	Iteration 27Q: 3 clusters Score -7247498 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -7247535.000000 Penalty: 5493.389160
	Iteration 28Q: 3 clusters Score -7247535 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -7247567.000000 Penalty: 5493.389160
	Iteration 29Q: 3 clusters Score -7247567 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -7247593.500000 Penalty: 5493.389160
	Iteration 30Q: 3 clusters Score -7247594 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -7247595.000000 Penalty: 5493.389160
	Iteration 31Q: 3 clusters Score -7247595 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -7247591.000000 Penalty: 5493.389160
	Iteration 32Q: 3 clusters Score -7247591 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -7247621.500000 Penalty: 5493.389160
	Iteration 33Q: 3 clusters Score -7247622 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -7247630.000000 Penalty: 5493.389160
	Iteration 34Q: 3 clusters Score -7247630 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -7247649.500000 Penalty: 5493.389160
	Iteration 35Q: 3 clusters Score -7247650 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -7247644.000000 Penalty: 5493.389160
	Iteration 36Q: 3 clusters Score -7247644 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -7247625.500000 Penalty: 5493.389160
	Iteration 37Q: 3 clusters Score -7247626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -7247646.000000 Penalty: 5493.389160
	Iteration 38Q: 3 clusters Score -7247646 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -7247649.500000 Penalty: 5493.389160
	Iteration 39Q: 3 clusters Score -7247650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -7247673.000000 Penalty: 5493.389160
	Iteration 40F: 3 clusters Score -7247673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -7247673.000000 Penalty: 5493.389160
	Iteration 41Q: 3 clusters Score -7247673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -7247685.500000 Penalty: 5493.389160
	Iteration 42Q: 3 clusters Score -7247686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -7247689.500000 Penalty: 5493.389160
	Iteration 43Q: 3 clusters Score -7247690 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -7247687.500000 Penalty: 5493.389160
	Iteration 44Q: 3 clusters Score -7247688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -7247689.000000 Penalty: 5493.389160
	Iteration 45Q: 3 clusters Score -7247689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -7247696.000000 Penalty: 5493.389160
	Iteration 46Q: 3 clusters Score -7247696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -7247680.000000 Penalty: 5493.389160
	Iteration 47Q: 3 clusters Score -7247680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -7247691.000000 Penalty: 5493.389160
	Iteration 48Q: 3 clusters Score -7247691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -7247691.500000 Penalty: 5493.389160
	Iteration 49Q: 3 clusters Score -7247692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -7247683.000000 Penalty: 5493.389160
	Iteration 50Q: 3 clusters Score -7247683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -7247687.500000 Penalty: 5493.389160
	Iteration 51Q: 3 clusters Score -7247688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -7247690.500000 Penalty: 5493.389160
	Iteration 52Q: 3 clusters Score -7247690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -7247685.500000 Penalty: 5493.389160
	Iteration 53Q: 3 clusters Score -7247686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -7247691.000000 Penalty: 5493.389160
	Iteration 54Q: 3 clusters Score -7247691 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -7247681.500000 Penalty: 5493.389160
	Iteration 55Q: 3 clusters Score -7247682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -7247684.500000 Penalty: 5493.389160
	Iteration 56Q: 3 clusters Score -7247684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -7247672.000000 Penalty: 5493.389160
	Iteration 57Q: 3 clusters Score -7247672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -7247673.000000 Penalty: 5493.389160
	Iteration 58Q: 3 clusters Score -7247673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -7247679.500000 Penalty: 5493.389160
	Iteration 59Q: 3 clusters Score -7247680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -7247680.000000 Penalty: 5493.389160
	Iteration 60F: 3 clusters Score -7247680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -7247682.500000 Penalty: 5493.389160
	Iteration 61Q: 3 clusters Score -7247682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -7247683.500000 Penalty: 5493.389160
	Iteration 62Q: 3 clusters Score -7247684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -7247685.500000 Penalty: 5493.389160
	Iteration 63Q: 3 clusters Score -7247686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -7247689.500000 Penalty: 5493.389160
	Iteration 64Q: 3 clusters Score -7247690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -7247683.500000 Penalty: 5493.389160
	Iteration 65Q: 3 clusters Score -7247684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -7247694.000000 Penalty: 5493.389160
	Iteration 66Q: 3 clusters Score -7247694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -7247689.500000 Penalty: 5493.389160
	Iteration 67Q: 3 clusters Score -7247690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -7247688.500000 Penalty: 5493.389160
	Iteration 68Q: 3 clusters Score -7247688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -7247692.500000 Penalty: 5493.389160
	Iteration 69Q: 3 clusters Score -7247692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -7247691.500000 Penalty: 5493.389160
	Iteration 70Q: 3 clusters Score -7247692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -7247691.500000 Penalty: 5493.389160
	Iteration 71F: 3 clusters Score -7247692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Entering Unmasked Estep 
Score: -3946072.500000 Penalty: 2593.492432
	Iteration 0F: 2 clusters Score -3946072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3922391.250000 Penalty: 5186.984863
	Iteration 0F: 3 clusters Score -3922391 nChanged 15788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -3930976.250000 Penalty: 5186.984863
	Iteration 1F: 3 clusters Score -3930976 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -3931466.250000 Penalty: 5186.984863
	Iteration 2Q: 3 clusters Score -3931466 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3931982.500000 Penalty: 5186.984863
	Iteration 3Q: 3 clusters Score -3931982 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -3932597.250000 Penalty: 5186.984863
	Iteration 4Q: 3 clusters Score -3932597 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -3933307.750000 Penalty: 5186.984863
	Iteration 5Q: 3 clusters Score -3933308 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3934237.750000 Penalty: 5186.984863
	Iteration 6Q: 3 clusters Score -3934238 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3935347.000000 Penalty: 5186.984863
	Iteration 7F: 3 clusters Score -3935347 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3936698.250000 Penalty: 5186.984863
	Iteration 8F: 3 clusters Score -3936698 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -3938258.750000 Penalty: 5186.984863
	Iteration 9F: 3 clusters Score -3938259 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -3939705.250000 Penalty: 5186.984863
	Iteration 10F: 3 clusters Score -3939705 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -3940983.250000 Penalty: 5186.984863
	Iteration 11Q: 3 clusters Score -3940983 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -3941940.250000 Penalty: 5186.984863
	Iteration 12Q: 3 clusters Score -3941940 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -3942609.500000 Penalty: 5186.984863
	Iteration 13Q: 3 clusters Score -3942610 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -3943039.500000 Penalty: 5186.984863
	Iteration 14Q: 3 clusters Score -3943040 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -3943312.500000 Penalty: 5186.984863
	Iteration 15Q: 3 clusters Score -3943312 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -3943480.250000 Penalty: 5186.984863
	Iteration 16Q: 3 clusters Score -3943480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -3943587.250000 Penalty: 5186.984863
	Iteration 17Q: 3 clusters Score -3943587 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -3943648.750000 Penalty: 5186.984863
	Iteration 18Q: 3 clusters Score -3943649 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -3943688.500000 Penalty: 5186.984863
	Iteration 19Q: 3 clusters Score -3943688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -3943716.250000 Penalty: 5186.984863
	Iteration 20F: 3 clusters Score -3943716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -3943729.750000 Penalty: 5186.984863
	Iteration 21Q: 3 clusters Score -3943730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -3943746.750000 Penalty: 5186.984863
	Iteration 22Q: 3 clusters Score -3943747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -3943759.000000 Penalty: 5186.984863
	Iteration 23Q: 3 clusters Score -3943759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -3943769.500000 Penalty: 5186.984863
	Iteration 24Q: 3 clusters Score -3943770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -3943779.000000 Penalty: 5186.984863
	Iteration 25Q: 3 clusters Score -3943779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -3943785.250000 Penalty: 5186.984863
	Iteration 26Q: 3 clusters Score -3943785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -3943788.500000 Penalty: 5186.984863
	Iteration 27Q: 3 clusters Score -3943788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -3943789.250000 Penalty: 5186.984863
	Iteration 28Q: 3 clusters Score -3943789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -3943788.000000 Penalty: 5186.984863
	Iteration 29Q: 3 clusters Score -3943788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -3943788.000000 Penalty: 5186.984863
	Iteration 30F: 3 clusters Score -3943788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Entering Unmasked Estep 
Score: -568864.750000 Penalty: 2115.809570
	Iteration 0F: 2 clusters Score -568864.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -564287.562500 Penalty: 4231.619141
	Iteration 0F: 3 clusters Score -564287.6 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -565420.625000 Penalty: 4231.619141
	Iteration 1F: 3 clusters Score -565420.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -565621.875000 Penalty: 4231.619141
	Iteration 2F: 3 clusters Score -565621.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -565760.812500 Penalty: 4231.619141
	Iteration 3Q: 3 clusters Score -565760.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -565867.437500 Penalty: 4231.619141
	Iteration 4Q: 3 clusters Score -565867.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -565964.437500 Penalty: 4231.619141
	Iteration 5Q: 3 clusters Score -565964.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -566056.500000 Penalty: 4231.619141
	Iteration 6Q: 3 clusters Score -566056.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -566169.500000 Penalty: 4231.619141
	Iteration 7Q: 3 clusters Score -566169.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -566288.625000 Penalty: 4231.619141
	Iteration 8Q: 3 clusters Score -566288.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -566392.875000 Penalty: 4231.619141
	Iteration 9Q: 3 clusters Score -566392.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -566482.375000 Penalty: 4231.619141
	Iteration 10Q: 3 clusters Score -566482.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -566563.875000 Penalty: 4231.619141
	Iteration 11Q: 3 clusters Score -566563.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -566629.375000 Penalty: 4231.619141
	Iteration 12Q: 3 clusters Score -566629.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -566684.375000 Penalty: 4231.619141
	Iteration 13Q: 3 clusters Score -566684.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -566737.250000 Penalty: 4231.619141
	Iteration 14Q: 3 clusters Score -566737.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -566797.625000 Penalty: 4231.619141
	Iteration 15Q: 3 clusters Score -566797.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -566867.937500 Penalty: 4231.619141
	Iteration 16Q: 3 clusters Score -566867.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -566929.062500 Penalty: 4231.619141
	Iteration 17Q: 3 clusters Score -566929.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -566983.062500 Penalty: 4231.619141
	Iteration 18Q: 3 clusters Score -566983.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -567029.625000 Penalty: 4231.619141
	Iteration 19Q: 3 clusters Score -567029.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -567071.375000 Penalty: 4231.619141
	Iteration 20F: 3 clusters Score -567071.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -567107.312500 Penalty: 4231.619141
	Iteration 21Q: 3 clusters Score -567107.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -567138.062500 Penalty: 4231.619141
	Iteration 22Q: 3 clusters Score -567138.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -567164.375000 Penalty: 4231.619141
	Iteration 23Q: 3 clusters Score -567164.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -567186.937500 Penalty: 4231.619141
	Iteration 24Q: 3 clusters Score -567186.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -567207.687500 Penalty: 4231.619141
	Iteration 25Q: 3 clusters Score -567207.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -567221.875000 Penalty: 4231.619141
	Iteration 26Q: 3 clusters Score -567221.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -567229.312500 Penalty: 4231.619141
	Iteration 27Q: 3 clusters Score -567229.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -567235.125000 Penalty: 4231.619141
	Iteration 28Q: 3 clusters Score -567235.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -567241.750000 Penalty: 4231.619141
	Iteration 29Q: 3 clusters Score -567241.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -567247.000000 Penalty: 4231.619141
	Iteration 30Q: 3 clusters Score -567247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -567249.750000 Penalty: 4231.619141
	Iteration 31Q: 3 clusters Score -567249.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -567252.187500 Penalty: 4231.619141
	Iteration 32Q: 3 clusters Score -567252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -567252.812500 Penalty: 4231.619141
	Iteration 33Q: 3 clusters Score -567252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -567253.562500 Penalty: 4231.619141
	Iteration 34Q: 3 clusters Score -567253.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -567253.812500 Penalty: 4231.619141
	Iteration 35Q: 3 clusters Score -567253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -567253.937500 Penalty: 4231.619141
	Iteration 36Q: 3 clusters Score -567253.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -567255.312500 Penalty: 4231.619141
	Iteration 37Q: 3 clusters Score -567255.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -567257.500000 Penalty: 4231.619141
	Iteration 38Q: 3 clusters Score -567257.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -567258.312500 Penalty: 4231.619141
	Iteration 39Q: 3 clusters Score -567258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -567257.750000 Penalty: 4231.619141
	Iteration 40F: 3 clusters Score -567257.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -468871.500000 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -468871.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -464772.750000 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -464772.8 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -465826.093750 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -465826.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -466215.968750 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -466216 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -466475.968750 Penalty: 4161.685547
	Iteration 3F: 3 clusters Score -466476 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -466671.343750 Penalty: 4161.685547
	Iteration 4F: 3 clusters Score -466671.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -466839.781250 Penalty: 4161.685547
	Iteration 5F: 3 clusters Score -466839.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -466981.437500 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -466981.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -467107.906250 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -467107.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -467189.718750 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -467189.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -467266.750000 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -467266.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -467329.281250 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -467329.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -467382.062500 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -467382.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -467411.968750 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -467412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -467435.156250 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -467435.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -467457.687500 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -467457.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -467475.875000 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -467475.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -467493.500000 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -467493.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -467507.656250 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -467507.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -467521.468750 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -467521.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -467530.968750 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -467531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -467537.156250 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -467537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -467542.062500 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -467542.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -467545.812500 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -467545.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -467551.718750 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -467551.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -467555.312500 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -467555.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -467558.218750 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -467558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -467558.593750 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -467558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -467561.093750 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -467561.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -467562.093750 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -467562.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -467561.750000 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -467561.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -467562.343750 Penalty: 4161.685547
	Iteration 30Q: 3 clusters Score -467562.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -467562.343750 Penalty: 4161.685547
	Iteration 31F: 3 clusters Score -467562.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (190532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190532 members 
Entering Unmasked Estep 
Score: -21142942.000000 Penalty: 3015.078857
	Iteration 0F: 2 clusters Score -2.114294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 95517 members 
Entering Unmasked Estep 
Score: -21018972.000000 Penalty: 6030.157715
	Iteration 0F: 3 clusters Score -2.101897e+07 nChanged 91608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91751 members 
Mstep: Class 2 contains 98781 members 
Entering Unmasked Estep 
Score: -21071862.000000 Penalty: 6030.157715
	Iteration 1F: 3 clusters Score -2.107186e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89291 members 
Mstep: Class 2 contains 101241 members 
Entering Unmasked Estep 
Score: -21072824.000000 Penalty: 6030.157715
	Iteration 2Q: 3 clusters Score -2.107282e+07 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85397 members 
Mstep: Class 2 contains 105135 members 
Entering Unmasked Estep 
Score: -21074434.000000 Penalty: 6030.157715
	Iteration 3Q: 3 clusters Score -2.107443e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79272 members 
Mstep: Class 2 contains 111260 members 
Entering Unmasked Estep 
Score: -21077138.000000 Penalty: 6030.157715
	Iteration 4Q: 3 clusters Score -2.107714e+07 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 120538 members 
Entering Unmasked Estep 
Score: -21082630.000000 Penalty: 6030.157715
	Iteration 5F: 3 clusters Score -2.108263e+07 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56894 members 
Mstep: Class 2 contains 133638 members 
Entering Unmasked Estep 
Score: -21092754.000000 Penalty: 6030.157715
	Iteration 6F: 3 clusters Score -2.109275e+07 nChanged 16736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 149472 members 
Entering Unmasked Estep 
Score: -21107516.000000 Penalty: 6030.157715
	Iteration 7F: 3 clusters Score -2.110752e+07 nChanged 15895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 164703 members 
Entering Unmasked Estep 
Score: -21122518.000000 Penalty: 6030.157715
	Iteration 8F: 3 clusters Score -2.112252e+07 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 175861 members 
Entering Unmasked Estep 
Score: -21132164.000000 Penalty: 6030.157715
	Iteration 9F: 3 clusters Score -2.113216e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 182187 members 
Entering Unmasked Estep 
Score: -21137010.000000 Penalty: 6030.157715
	Iteration 10Q: 3 clusters Score -2.113701e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 185309 members 
Entering Unmasked Estep 
Score: -21139158.000000 Penalty: 6030.157715
	Iteration 11Q: 3 clusters Score -2.113916e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 186871 members 
Entering Unmasked Estep 
Score: -21140074.000000 Penalty: 6030.157715
	Iteration 12Q: 3 clusters Score -2.114007e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 187725 members 
Entering Unmasked Estep 
Score: -21140386.000000 Penalty: 6030.157715
	Iteration 13Q: 3 clusters Score -2.114039e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 188250 members 
Entering Unmasked Estep 
Score: -21140516.000000 Penalty: 6030.157715
	Iteration 14Q: 3 clusters Score -2.114052e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 188591 members 
Entering Unmasked Estep 
Score: -21140634.000000 Penalty: 6030.157715
	Iteration 15Q: 3 clusters Score -2.114063e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 188837 members 
Entering Unmasked Estep 
Score: -21140726.000000 Penalty: 6030.157715
	Iteration 16Q: 3 clusters Score -2.114073e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 189019 members 
Entering Unmasked Estep 
Score: -21140798.000000 Penalty: 6030.157715
	Iteration 17Q: 3 clusters Score -2.11408e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 189137 members 
Entering Unmasked Estep 
Score: -21140844.000000 Penalty: 6030.157715
	Iteration 18Q: 3 clusters Score -2.114084e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 189218 members 
Entering Unmasked Estep 
Score: -21140824.000000 Penalty: 6030.157715
	Iteration 19Q: 3 clusters Score -2.114082e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 189272 members 
Entering Unmasked Estep 
Score: -21140820.000000 Penalty: 6030.157715
	Iteration 20F: 3 clusters Score -2.114082e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 189327 members 
Entering Unmasked Estep 
Score: -21140822.000000 Penalty: 6030.157715
	Iteration 21Q: 3 clusters Score -2.114082e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 189370 members 
Entering Unmasked Estep 
Score: -21140840.000000 Penalty: 6030.157715
	Iteration 22Q: 3 clusters Score -2.114084e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 189417 members 
Entering Unmasked Estep 
Score: -21140856.000000 Penalty: 6030.157715
	Iteration 23Q: 3 clusters Score -2.114086e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 189456 members 
Entering Unmasked Estep 
Score: -21140872.000000 Penalty: 6030.157715
	Iteration 24Q: 3 clusters Score -2.114087e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 189492 members 
Entering Unmasked Estep 
Score: -21140906.000000 Penalty: 6030.157715
	Iteration 25Q: 3 clusters Score -2.114091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 189517 members 
Entering Unmasked Estep 
Score: -21140914.000000 Penalty: 6030.157715
	Iteration 26Q: 3 clusters Score -2.114091e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 189530 members 
Entering Unmasked Estep 
Score: -21140902.000000 Penalty: 6030.157715
	Iteration 27Q: 3 clusters Score -2.11409e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 189545 members 
Entering Unmasked Estep 
Score: -21140906.000000 Penalty: 6030.157715
	Iteration 28Q: 3 clusters Score -2.114091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 189556 members 
Entering Unmasked Estep 
Score: -21140916.000000 Penalty: 6030.157715
	Iteration 29Q: 3 clusters Score -2.114092e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 189560 members 
Entering Unmasked Estep 
Score: -21140900.000000 Penalty: 6030.157715
	Iteration 30Q: 3 clusters Score -2.11409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 189562 members 
Entering Unmasked Estep 
Score: -21140896.000000 Penalty: 6030.157715
	Iteration 31Q: 3 clusters Score -2.11409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 189564 members 
Entering Unmasked Estep 
Score: -21140888.000000 Penalty: 6030.157715
	Iteration 32Q: 3 clusters Score -2.114089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 189566 members 
Entering Unmasked Estep 
Score: -21140888.000000 Penalty: 6030.157715
	Iteration 33Q: 3 clusters Score -2.114089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 189569 members 
Entering Unmasked Estep 
Score: -21140892.000000 Penalty: 6030.157715
	Iteration 34Q: 3 clusters Score -2.114089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 189575 members 
Entering Unmasked Estep 
Score: -21140894.000000 Penalty: 6030.157715
	Iteration 35Q: 3 clusters Score -2.114089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 189578 members 
Entering Unmasked Estep 
Score: -21140878.000000 Penalty: 6030.157715
	Iteration 36Q: 3 clusters Score -2.114088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 189580 members 
Entering Unmasked Estep 
Score: -21140882.000000 Penalty: 6030.157715
	Iteration 37Q: 3 clusters Score -2.114088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 189582 members 
Entering Unmasked Estep 
Score: -21140874.000000 Penalty: 6030.157715
	Iteration 38Q: 3 clusters Score -2.114087e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 189582 members 
Entering Unmasked Estep 
Score: -21140874.000000 Penalty: 6030.157715
	Iteration 39F: 3 clusters Score -2.114087e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -106321.000000 Penalty: 1715.836426
	Iteration 0F: 2 clusters Score -106321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -104360.664062 Penalty: 3431.672852
	Iteration 0F: 3 clusters Score -104360.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -104627.195312 Penalty: 3431.672852
	Iteration 1F: 3 clusters Score -104627.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -104709.406250 Penalty: 3431.672852
	Iteration 2F: 3 clusters Score -104709.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -104756.101562 Penalty: 3431.672852
	Iteration 3Q: 3 clusters Score -104756.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -104804.828125 Penalty: 3431.672852
	Iteration 4Q: 3 clusters Score -104804.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -104834.289062 Penalty: 3431.672852
	Iteration 5Q: 3 clusters Score -104834.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -104858.406250 Penalty: 3431.672852
	Iteration 6Q: 3 clusters Score -104858.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -104877.968750 Penalty: 3431.672852
	Iteration 7Q: 3 clusters Score -104878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104889.578125 Penalty: 3431.672852
	Iteration 8Q: 3 clusters Score -104889.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104897.312500 Penalty: 3431.672852
	Iteration 9Q: 3 clusters Score -104897.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -104904.937500 Penalty: 3431.672852
	Iteration 10Q: 3 clusters Score -104904.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -104913.750000 Penalty: 3431.672852
	Iteration 11Q: 3 clusters Score -104913.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -104926.843750 Penalty: 3431.672852
	Iteration 12Q: 3 clusters Score -104926.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -104939.156250 Penalty: 3431.672852
	Iteration 13Q: 3 clusters Score -104939.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -104949.359375 Penalty: 3431.672852
	Iteration 14Q: 3 clusters Score -104949.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -104962.546875 Penalty: 3431.672852
	Iteration 15Q: 3 clusters Score -104962.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -104981.648438 Penalty: 3431.672852
	Iteration 16Q: 3 clusters Score -104981.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -104994.742188 Penalty: 3431.672852
	Iteration 17Q: 3 clusters Score -104994.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105004.679688 Penalty: 3431.672852
	Iteration 18Q: 3 clusters Score -105004.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105014.578125 Penalty: 3431.672852
	Iteration 19Q: 3 clusters Score -105014.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -105014.578125 Penalty: 3431.672852
	Iteration 20F: 3 clusters Score -105014.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Entering Unmasked Estep 
Score: -226205.187500 Penalty: 1895.346069
	Iteration 0F: 2 clusters Score -226205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -223493.781250 Penalty: 3790.692139
	Iteration 0F: 3 clusters Score -223493.8 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -223981.687500 Penalty: 3790.692139
	Iteration 1F: 3 clusters Score -223981.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -224126.359375 Penalty: 3790.692139
	Iteration 2F: 3 clusters Score -224126.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -224205.578125 Penalty: 3790.692139
	Iteration 3Q: 3 clusters Score -224205.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -224240.203125 Penalty: 3790.692139
	Iteration 4Q: 3 clusters Score -224240.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -224267.156250 Penalty: 3790.692139
	Iteration 5Q: 3 clusters Score -224267.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -224285.265625 Penalty: 3790.692139
	Iteration 6Q: 3 clusters Score -224285.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -224300.328125 Penalty: 3790.692139
	Iteration 7Q: 3 clusters Score -224300.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -224314.531250 Penalty: 3790.692139
	Iteration 8Q: 3 clusters Score -224314.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -224325.593750 Penalty: 3790.692139
	Iteration 9Q: 3 clusters Score -224325.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -224334.390625 Penalty: 3790.692139
	Iteration 10Q: 3 clusters Score -224334.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -224337.187500 Penalty: 3790.692139
	Iteration 11Q: 3 clusters Score -224337.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -224341.406250 Penalty: 3790.692139
	Iteration 12Q: 3 clusters Score -224341.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -224343.843750 Penalty: 3790.692139
	Iteration 13Q: 3 clusters Score -224343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -224343.843750 Penalty: 3790.692139
	Iteration 14Q: 3 clusters Score -224343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -224344.500000 Penalty: 3790.692139
	Iteration 15Q: 3 clusters Score -224344.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -224345.484375 Penalty: 3790.692139
	Iteration 16Q: 3 clusters Score -224345.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -224345.484375 Penalty: 3790.692139
	Iteration 17F: 3 clusters Score -224345.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Entering Unmasked Estep 
Score: -1702237.875000 Penalty: 2385.017090
	Iteration 0F: 2 clusters Score -1702238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1691287.750000 Penalty: 4770.034180
	Iteration 0F: 3 clusters Score -1691288 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1694737.250000 Penalty: 4770.034180
	Iteration 1F: 3 clusters Score -1694737 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1695099.625000 Penalty: 4770.034180
	Iteration 2F: 3 clusters Score -1695100 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1695448.000000 Penalty: 4770.034180
	Iteration 3F: 3 clusters Score -1695448 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1695858.250000 Penalty: 4770.034180
	Iteration 4F: 3 clusters Score -1695858 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1696350.250000 Penalty: 4770.034180
	Iteration 5F: 3 clusters Score -1696350 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1696967.375000 Penalty: 4770.034180
	Iteration 6F: 3 clusters Score -1696967 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1697717.875000 Penalty: 4770.034180
	Iteration 7F: 3 clusters Score -1697718 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1698499.375000 Penalty: 4770.034180
	Iteration 8F: 3 clusters Score -1698499 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1699169.000000 Penalty: 4770.034180
	Iteration 9Q: 3 clusters Score -1699169 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1699588.625000 Penalty: 4770.034180
	Iteration 10Q: 3 clusters Score -1699589 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1699840.625000 Penalty: 4770.034180
	Iteration 11Q: 3 clusters Score -1699841 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1699993.625000 Penalty: 4770.034180
	Iteration 12Q: 3 clusters Score -1699994 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1700081.375000 Penalty: 4770.034180
	Iteration 13Q: 3 clusters Score -1700081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1700146.375000 Penalty: 4770.034180
	Iteration 14Q: 3 clusters Score -1700146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1700182.000000 Penalty: 4770.034180
	Iteration 15Q: 3 clusters Score -1700182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1700199.125000 Penalty: 4770.034180
	Iteration 16Q: 3 clusters Score -1700199 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1700214.125000 Penalty: 4770.034180
	Iteration 17Q: 3 clusters Score -1700214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1700220.250000 Penalty: 4770.034180
	Iteration 18Q: 3 clusters Score -1700220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1700227.250000 Penalty: 4770.034180
	Iteration 19Q: 3 clusters Score -1700227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1700227.000000 Penalty: 4770.034180
	Iteration 20F: 3 clusters Score -1700227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -69352.289062 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -69352.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67675.234375 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -67675.23 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -68076.078125 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -68076.08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68235.921875 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -68235.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -68333.835938 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -68333.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68415.148438 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -68415.15 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68494.117188 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -68494.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -68581.460938 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -68581.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68669.656250 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -68669.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68707.906250 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -68707.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68727.640625 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -68727.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68746.421875 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -68746.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68765.296875 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -68765.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68777.140625 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -68777.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68783.507812 Penalty: 3272.860352
	Iteration 13Q: 3 clusters Score -68783.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68784.078125 Penalty: 3272.860352
	Iteration 14Q: 3 clusters Score -68784.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68784.078125 Penalty: 3272.860352
	Iteration 15F: 3 clusters Score -68784.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Entering Unmasked Estep 
Score: -3018378.000000 Penalty: 2546.917969
	Iteration 0F: 2 clusters Score -3018378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2998608.000000 Penalty: 5093.835938
	Iteration 0F: 3 clusters Score -2998608 nChanged 13016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3005823.500000 Penalty: 5093.835938
	Iteration 1F: 3 clusters Score -3005824 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3006348.500000 Penalty: 5093.835938
	Iteration 2F: 3 clusters Score -3006348 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -3006791.500000 Penalty: 5093.835938
	Iteration 3Q: 3 clusters Score -3006792 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -3007166.500000 Penalty: 5093.835938
	Iteration 4Q: 3 clusters Score -3007166 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3007505.250000 Penalty: 5093.835938
	Iteration 5Q: 3 clusters Score -3007505 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -3007822.500000 Penalty: 5093.835938
	Iteration 6Q: 3 clusters Score -3007822 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -3008112.500000 Penalty: 5093.835938
	Iteration 7Q: 3 clusters Score -3008112 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3008442.000000 Penalty: 5093.835938
	Iteration 8Q: 3 clusters Score -3008442 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -3008838.250000 Penalty: 5093.835938
	Iteration 9Q: 3 clusters Score -3008838 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -3009383.000000 Penalty: 5093.835938
	Iteration 10Q: 3 clusters Score -3009383 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -3010079.750000 Penalty: 5093.835938
	Iteration 11Q: 3 clusters Score -3010080 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3011058.750000 Penalty: 5093.835938
	Iteration 12Q: 3 clusters Score -3011059 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -3012239.250000 Penalty: 5093.835938
	Iteration 13F: 3 clusters Score -3012239 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3013327.000000 Penalty: 5093.835938
	Iteration 14Q: 3 clusters Score -3013327 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3014162.250000 Penalty: 5093.835938
	Iteration 15Q: 3 clusters Score -3014162 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -3014831.250000 Penalty: 5093.835938
	Iteration 16Q: 3 clusters Score -3014831 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3015354.250000 Penalty: 5093.835938
	Iteration 17Q: 3 clusters Score -3015354 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3015698.000000 Penalty: 5093.835938
	Iteration 18Q: 3 clusters Score -3015698 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3015927.500000 Penalty: 5093.835938
	Iteration 19Q: 3 clusters Score -3015928 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -3016126.000000 Penalty: 5093.835938
	Iteration 20F: 3 clusters Score -3016126 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -3016244.750000 Penalty: 5093.835938
	Iteration 21Q: 3 clusters Score -3016245 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -3016372.750000 Penalty: 5093.835938
	Iteration 22Q: 3 clusters Score -3016373 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3016434.500000 Penalty: 5093.835938
	Iteration 23Q: 3 clusters Score -3016434 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -3016487.250000 Penalty: 5093.835938
	Iteration 24Q: 3 clusters Score -3016487 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -3016524.000000 Penalty: 5093.835938
	Iteration 25Q: 3 clusters Score -3016524 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3016561.500000 Penalty: 5093.835938
	Iteration 26Q: 3 clusters Score -3016562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -3016582.750000 Penalty: 5093.835938
	Iteration 27Q: 3 clusters Score -3016583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -3016596.000000 Penalty: 5093.835938
	Iteration 28Q: 3 clusters Score -3016596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3016606.250000 Penalty: 5093.835938
	Iteration 29Q: 3 clusters Score -3016606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3016618.250000 Penalty: 5093.835938
	Iteration 30Q: 3 clusters Score -3016618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3016622.500000 Penalty: 5093.835938
	Iteration 31Q: 3 clusters Score -3016622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -3016628.500000 Penalty: 5093.835938
	Iteration 32Q: 3 clusters Score -3016628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3016629.750000 Penalty: 5093.835938
	Iteration 33Q: 3 clusters Score -3016630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -3016643.250000 Penalty: 5093.835938
	Iteration 34Q: 3 clusters Score -3016643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3016650.000000 Penalty: 5093.835938
	Iteration 35Q: 3 clusters Score -3016650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -3016645.750000 Penalty: 5093.835938
	Iteration 36Q: 3 clusters Score -3016646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3016647.500000 Penalty: 5093.835938
	Iteration 37Q: 3 clusters Score -3016648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -3016654.250000 Penalty: 5093.835938
	Iteration 38Q: 3 clusters Score -3016654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -3016655.250000 Penalty: 5093.835938
	Iteration 39Q: 3 clusters Score -3016655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -3016663.250000 Penalty: 5093.835938
	Iteration 40F: 3 clusters Score -3016663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -3016661.750000 Penalty: 5093.835938
	Iteration 41Q: 3 clusters Score -3016662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -3016661.250000 Penalty: 5093.835938
	Iteration 42Q: 3 clusters Score -3016661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -3016661.250000 Penalty: 5093.835938
	Iteration 43F: 3 clusters Score -3016661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (91165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91165 members 
Entering Unmasked Estep 
Score: -10316203.000000 Penalty: 2832.265625
	Iteration 0F: 2 clusters Score -1.03162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -10255295.000000 Penalty: 5664.531250
	Iteration 0F: 3 clusters Score -1.02553e+07 nChanged 43048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -10279207.000000 Penalty: 5664.531250
	Iteration 1F: 3 clusters Score -1.027921e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -10279744.000000 Penalty: 5664.531250
	Iteration 2Q: 3 clusters Score -1.027974e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -10280155.000000 Penalty: 5664.531250
	Iteration 3Q: 3 clusters Score -1.028016e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -10280567.000000 Penalty: 5664.531250
	Iteration 4Q: 3 clusters Score -1.028057e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -10281080.000000 Penalty: 5664.531250
	Iteration 5Q: 3 clusters Score -1.028108e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -10281685.000000 Penalty: 5664.531250
	Iteration 6Q: 3 clusters Score -1.028168e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -10282718.000000 Penalty: 5664.531250
	Iteration 7Q: 3 clusters Score -1.028272e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 57146 members 
Entering Unmasked Estep 
Score: -10284660.000000 Penalty: 5664.531250
	Iteration 8Q: 3 clusters Score -1.028466e+07 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -10287989.000000 Penalty: 5664.531250
	Iteration 9F: 3 clusters Score -1.028799e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 69741 members 
Entering Unmasked Estep 
Score: -10293608.000000 Penalty: 5664.531250
	Iteration 10F: 3 clusters Score -1.029361e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -10301215.000000 Penalty: 5664.531250
	Iteration 11F: 3 clusters Score -1.030122e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 84634 members 
Entering Unmasked Estep 
Score: -10308161.000000 Penalty: 5664.531250
	Iteration 12F: 3 clusters Score -1.030816e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 88478 members 
Entering Unmasked Estep 
Score: -10311854.000000 Penalty: 5664.531250
	Iteration 13Q: 3 clusters Score -1.031185e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 89896 members 
Entering Unmasked Estep 
Score: -10313350.000000 Penalty: 5664.531250
	Iteration 14Q: 3 clusters Score -1.031335e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 90273 members 
Entering Unmasked Estep 
Score: -10313988.000000 Penalty: 5664.531250
	Iteration 15Q: 3 clusters Score -1.031399e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 90305 members 
Entering Unmasked Estep 
Score: -10314237.000000 Penalty: 5664.531250
	Iteration 16Q: 3 clusters Score -1.031424e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 90298 members 
Entering Unmasked Estep 
Score: -10314361.000000 Penalty: 5664.531250
	Iteration 17Q: 3 clusters Score -1.031436e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 90287 members 
Entering Unmasked Estep 
Score: -10314402.000000 Penalty: 5664.531250
	Iteration 18Q: 3 clusters Score -1.03144e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 90265 members 
Entering Unmasked Estep 
Score: -10314430.000000 Penalty: 5664.531250
	Iteration 19Q: 3 clusters Score -1.031443e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 90258 members 
Entering Unmasked Estep 
Score: -10314462.000000 Penalty: 5664.531250
	Iteration 20F: 3 clusters Score -1.031446e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 90243 members 
Entering Unmasked Estep 
Score: -10314484.000000 Penalty: 5664.531250
	Iteration 21Q: 3 clusters Score -1.031448e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 90231 members 
Entering Unmasked Estep 
Score: -10314484.000000 Penalty: 5664.531250
	Iteration 22Q: 3 clusters Score -1.031448e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 90229 members 
Entering Unmasked Estep 
Score: -10314476.000000 Penalty: 5664.531250
	Iteration 23Q: 3 clusters Score -1.031448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -10314493.000000 Penalty: 5664.531250
	Iteration 24Q: 3 clusters Score -1.031449e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 90220 members 
Entering Unmasked Estep 
Score: -10314491.000000 Penalty: 5664.531250
	Iteration 25Q: 3 clusters Score -1.031449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -10314505.000000 Penalty: 5664.531250
	Iteration 26Q: 3 clusters Score -1.03145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 90214 members 
Entering Unmasked Estep 
Score: -10314501.000000 Penalty: 5664.531250
	Iteration 27Q: 3 clusters Score -1.03145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -10314510.000000 Penalty: 5664.531250
	Iteration 28Q: 3 clusters Score -1.031451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 90212 members 
Entering Unmasked Estep 
Score: -10314515.000000 Penalty: 5664.531250
	Iteration 29Q: 3 clusters Score -1.031452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -10314522.000000 Penalty: 5664.531250
	Iteration 30Q: 3 clusters Score -1.031452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 90214 members 
Entering Unmasked Estep 
Score: -10314519.000000 Penalty: 5664.531250
	Iteration 31Q: 3 clusters Score -1.031452e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 90214 members 
Entering Unmasked Estep 
Score: -10314519.000000 Penalty: 5664.531250
	Iteration 32F: 3 clusters Score -1.031452e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Entering Unmasked Estep 
Score: -2870727.000000 Penalty: 2516.548828
	Iteration 0F: 2 clusters Score -2870727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2853025.500000 Penalty: 5033.097656
	Iteration 0F: 3 clusters Score -2853026 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2859224.750000 Penalty: 5033.097656
	Iteration 1F: 3 clusters Score -2859225 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2859625.000000 Penalty: 5033.097656
	Iteration 2Q: 3 clusters Score -2859625 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2859963.500000 Penalty: 5033.097656
	Iteration 3Q: 3 clusters Score -2859964 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2860268.500000 Penalty: 5033.097656
	Iteration 4Q: 3 clusters Score -2860268 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2860600.250000 Penalty: 5033.097656
	Iteration 5Q: 3 clusters Score -2860600 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2861023.000000 Penalty: 5033.097656
	Iteration 6Q: 3 clusters Score -2861023 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2861635.500000 Penalty: 5033.097656
	Iteration 7Q: 3 clusters Score -2861636 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2862500.500000 Penalty: 5033.097656
	Iteration 8F: 3 clusters Score -2862500 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -2863627.250000 Penalty: 5033.097656
	Iteration 9F: 3 clusters Score -2863627 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2864957.000000 Penalty: 5033.097656
	Iteration 10F: 3 clusters Score -2864957 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2866245.500000 Penalty: 5033.097656
	Iteration 11F: 3 clusters Score -2866246 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -2867171.750000 Penalty: 5033.097656
	Iteration 12Q: 3 clusters Score -2867172 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -2867747.750000 Penalty: 5033.097656
	Iteration 13Q: 3 clusters Score -2867748 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -2868087.750000 Penalty: 5033.097656
	Iteration 14Q: 3 clusters Score -2868088 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -2868282.250000 Penalty: 5033.097656
	Iteration 15Q: 3 clusters Score -2868282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -2868365.750000 Penalty: 5033.097656
	Iteration 16Q: 3 clusters Score -2868366 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -2868435.000000 Penalty: 5033.097656
	Iteration 17Q: 3 clusters Score -2868435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -2868462.500000 Penalty: 5033.097656
	Iteration 18Q: 3 clusters Score -2868462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -2868484.250000 Penalty: 5033.097656
	Iteration 19Q: 3 clusters Score -2868484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -2868504.750000 Penalty: 5033.097656
	Iteration 20F: 3 clusters Score -2868505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -2868522.000000 Penalty: 5033.097656
	Iteration 21Q: 3 clusters Score -2868522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -2868533.000000 Penalty: 5033.097656
	Iteration 22Q: 3 clusters Score -2868533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -2868537.750000 Penalty: 5033.097656
	Iteration 23Q: 3 clusters Score -2868538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -2868544.000000 Penalty: 5033.097656
	Iteration 24Q: 3 clusters Score -2868544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -2868550.000000 Penalty: 5033.097656
	Iteration 25Q: 3 clusters Score -2868550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2868552.000000 Penalty: 5033.097656
	Iteration 26Q: 3 clusters Score -2868552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -2868551.500000 Penalty: 5033.097656
	Iteration 27Q: 3 clusters Score -2868552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -2868551.500000 Penalty: 5033.097656
	Iteration 28F: 3 clusters Score -2868552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Entering Unmasked Estep 
Score: -868256.500000 Penalty: 2225.736816
	Iteration 0F: 2 clusters Score -868256.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -862002.937500 Penalty: 4451.473633
	Iteration 0F: 3 clusters Score -862002.9 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -863730.875000 Penalty: 4451.473633
	Iteration 1F: 3 clusters Score -863730.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -863967.625000 Penalty: 4451.473633
	Iteration 2F: 3 clusters Score -863967.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -864105.562500 Penalty: 4451.473633
	Iteration 3Q: 3 clusters Score -864105.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -864202.937500 Penalty: 4451.473633
	Iteration 4Q: 3 clusters Score -864202.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -864293.937500 Penalty: 4451.473633
	Iteration 5Q: 3 clusters Score -864293.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -864387.062500 Penalty: 4451.473633
	Iteration 6Q: 3 clusters Score -864387.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -864468.875000 Penalty: 4451.473633
	Iteration 7Q: 3 clusters Score -864468.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -864544.625000 Penalty: 4451.473633
	Iteration 8Q: 3 clusters Score -864544.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -864624.250000 Penalty: 4451.473633
	Iteration 9Q: 3 clusters Score -864624.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -864727.000000 Penalty: 4451.473633
	Iteration 10Q: 3 clusters Score -864727 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -864840.000000 Penalty: 4451.473633
	Iteration 11Q: 3 clusters Score -864840 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -864958.875000 Penalty: 4451.473633
	Iteration 12Q: 3 clusters Score -864958.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -865089.562500 Penalty: 4451.473633
	Iteration 13Q: 3 clusters Score -865089.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -865218.000000 Penalty: 4451.473633
	Iteration 14Q: 3 clusters Score -865218 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -865346.500000 Penalty: 4451.473633
	Iteration 15Q: 3 clusters Score -865346.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -865461.250000 Penalty: 4451.473633
	Iteration 16Q: 3 clusters Score -865461.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -865576.125000 Penalty: 4451.473633
	Iteration 17Q: 3 clusters Score -865576.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -865698.437500 Penalty: 4451.473633
	Iteration 18Q: 3 clusters Score -865698.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -865820.375000 Penalty: 4451.473633
	Iteration 19Q: 3 clusters Score -865820.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -865938.312500 Penalty: 4451.473633
	Iteration 20F: 3 clusters Score -865938.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -866049.750000 Penalty: 4451.473633
	Iteration 21Q: 3 clusters Score -866049.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -866135.000000 Penalty: 4451.473633
	Iteration 22Q: 3 clusters Score -866135 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -866214.125000 Penalty: 4451.473633
	Iteration 23Q: 3 clusters Score -866214.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -866266.875000 Penalty: 4451.473633
	Iteration 24Q: 3 clusters Score -866266.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -866304.812500 Penalty: 4451.473633
	Iteration 25Q: 3 clusters Score -866304.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -866326.937500 Penalty: 4451.473633
	Iteration 26Q: 3 clusters Score -866326.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -866342.750000 Penalty: 4451.473633
	Iteration 27Q: 3 clusters Score -866342.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -866353.875000 Penalty: 4451.473633
	Iteration 28Q: 3 clusters Score -866353.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -866363.000000 Penalty: 4451.473633
	Iteration 29Q: 3 clusters Score -866363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -866368.250000 Penalty: 4451.473633
	Iteration 30Q: 3 clusters Score -866368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -866372.375000 Penalty: 4451.473633
	Iteration 31Q: 3 clusters Score -866372.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -866377.250000 Penalty: 4451.473633
	Iteration 32Q: 3 clusters Score -866377.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -866381.187500 Penalty: 4451.473633
	Iteration 33Q: 3 clusters Score -866381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -866383.687500 Penalty: 4451.473633
	Iteration 34Q: 3 clusters Score -866383.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -866383.687500 Penalty: 4451.473633
	Iteration 35F: 3 clusters Score -866383.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Entering Unmasked Estep 
Score: -84651.914062 Penalty: 1683.944092
	Iteration 0F: 2 clusters Score -84651.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -82877.382812 Penalty: 3367.888184
	Iteration 0F: 3 clusters Score -82877.38 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83484.906250 Penalty: 3367.888184
	Iteration 1F: 3 clusters Score -83484.91 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -84096.726562 Penalty: 3367.888184
	Iteration 2F: 3 clusters Score -84096.73 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84521.460938 Penalty: 3367.888184
	Iteration 3F: 3 clusters Score -84521.46 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84733.257812 Penalty: 3367.888184
	Iteration 4F: 3 clusters Score -84733.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -84838.539062 Penalty: 3367.888184
	Iteration 5Q: 3 clusters Score -84838.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84863.617188 Penalty: 3367.888184
	Iteration 6Q: 3 clusters Score -84863.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84876.242188 Penalty: 3367.888184
	Iteration 7Q: 3 clusters Score -84876.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84882.726562 Penalty: 3367.888184
	Iteration 8Q: 3 clusters Score -84882.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84884.031250 Penalty: 3367.888184
	Iteration 9Q: 3 clusters Score -84884.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84884.031250 Penalty: 3367.888184
	Iteration 10F: 3 clusters Score -84884.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170235 members 
Mstep: Class 2 contains 115757 members 
Mstep: Class 3 contains 50222 members 
Mstep: Class 4 contains 48510 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64562 members 
Mstep: Class 7 contains 34809 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 190532 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 15018 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28849 members 
Mstep: Class 16 contains 91165 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 550 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 7327 members 
Mstep: Class 23 contains 21823 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 339 members 
Entering Unmasked Estep 
Score: -98117592.000000 Penalty: 91810.695312
Splitting cluster 19 changes total score from -98119160.000000 to -98117592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -284660.562500 Penalty: 1948.367188
	Iteration 0F: 2 clusters Score -284660.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -281695.968750 Penalty: 3896.734375
	Iteration 0F: 3 clusters Score -281696 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -282249.000000 Penalty: 3896.734375
	Iteration 1F: 3 clusters Score -282249 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -282380.312500 Penalty: 3896.734375
	Iteration 2F: 3 clusters Score -282380.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -282442.812500 Penalty: 3896.734375
	Iteration 3Q: 3 clusters Score -282442.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -282473.187500 Penalty: 3896.734375
	Iteration 4Q: 3 clusters Score -282473.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -282495.156250 Penalty: 3896.734375
	Iteration 5Q: 3 clusters Score -282495.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -282506.781250 Penalty: 3896.734375
	Iteration 6Q: 3 clusters Score -282506.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -282519.312500 Penalty: 3896.734375
	Iteration 7Q: 3 clusters Score -282519.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -282529.468750 Penalty: 3896.734375
	Iteration 8Q: 3 clusters Score -282529.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -282539.218750 Penalty: 3896.734375
	Iteration 9Q: 3 clusters Score -282539.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -282547.812500 Penalty: 3896.734375
	Iteration 10Q: 3 clusters Score -282547.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -282555.593750 Penalty: 3896.734375
	Iteration 11Q: 3 clusters Score -282555.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -282564.437500 Penalty: 3896.734375
	Iteration 12Q: 3 clusters Score -282564.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -282571.687500 Penalty: 3896.734375
	Iteration 13Q: 3 clusters Score -282571.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -282579.093750 Penalty: 3896.734375
	Iteration 14Q: 3 clusters Score -282579.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -282583.468750 Penalty: 3896.734375
	Iteration 15Q: 3 clusters Score -282583.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -282586.843750 Penalty: 3896.734375
	Iteration 16Q: 3 clusters Score -282586.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -282590.000000 Penalty: 3896.734375
	Iteration 17Q: 3 clusters Score -282590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -282595.312500 Penalty: 3896.734375
	Iteration 18Q: 3 clusters Score -282595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -282600.531250 Penalty: 3896.734375
	Iteration 19Q: 3 clusters Score -282600.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -282604.093750 Penalty: 3896.734375
	Iteration 20F: 3 clusters Score -282604.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -282606.656250 Penalty: 3896.734375
	Iteration 21Q: 3 clusters Score -282606.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -282608.718750 Penalty: 3896.734375
	Iteration 22Q: 3 clusters Score -282608.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -282611.437500 Penalty: 3896.734375
	Iteration 23Q: 3 clusters Score -282611.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -282614.062500 Penalty: 3896.734375
	Iteration 24Q: 3 clusters Score -282614.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -282619.375000 Penalty: 3896.734375
	Iteration 25Q: 3 clusters Score -282619.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -282624.656250 Penalty: 3896.734375
	Iteration 26Q: 3 clusters Score -282624.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -282627.875000 Penalty: 3896.734375
	Iteration 27Q: 3 clusters Score -282627.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -282630.781250 Penalty: 3896.734375
	Iteration 28Q: 3 clusters Score -282630.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -282633.593750 Penalty: 3896.734375
	Iteration 29Q: 3 clusters Score -282633.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -282636.156250 Penalty: 3896.734375
	Iteration 30Q: 3 clusters Score -282636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -282638.312500 Penalty: 3896.734375
	Iteration 31Q: 3 clusters Score -282638.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -282639.312500 Penalty: 3896.734375
	Iteration 32Q: 3 clusters Score -282639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -282640.218750 Penalty: 3896.734375
	Iteration 33Q: 3 clusters Score -282640.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -282640.875000 Penalty: 3896.734375
	Iteration 34Q: 3 clusters Score -282640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -282642.468750 Penalty: 3896.734375
	Iteration 35Q: 3 clusters Score -282642.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -282642.531250 Penalty: 3896.734375
	Iteration 36Q: 3 clusters Score -282642.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -282643.156250 Penalty: 3896.734375
	Iteration 37Q: 3 clusters Score -282643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -282644.343750 Penalty: 3896.734375
	Iteration 38Q: 3 clusters Score -282644.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -282644.468750 Penalty: 3896.734375
	Iteration 39Q: 3 clusters Score -282644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -282644.468750 Penalty: 3896.734375
	Iteration 40F: 3 clusters Score -282644.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Entering Unmasked Estep 
Score: -1010174.500000 Penalty: 2257.510742
	Iteration 0F: 2 clusters Score -1010174 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 4453 members 
Entering Unmasked Estep 
Score: -1003137.812500 Penalty: 4515.021484
	Iteration 0F: 3 clusters Score -1003138 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1005043.312500 Penalty: 4515.021484
	Iteration 1F: 3 clusters Score -1005043 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1005321.000000 Penalty: 4515.021484
	Iteration 2F: 3 clusters Score -1005321 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1005531.187500 Penalty: 4515.021484
	Iteration 3F: 3 clusters Score -1005531 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1005719.125000 Penalty: 4515.021484
	Iteration 4Q: 3 clusters Score -1005719 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1005913.937500 Penalty: 4515.021484
	Iteration 5Q: 3 clusters Score -1005914 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1006138.562500 Penalty: 4515.021484
	Iteration 6Q: 3 clusters Score -1006139 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1006370.812500 Penalty: 4515.021484
	Iteration 7Q: 3 clusters Score -1006371 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1006671.312500 Penalty: 4515.021484
	Iteration 8Q: 3 clusters Score -1006671 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1007081.062500 Penalty: 4515.021484
	Iteration 9F: 3 clusters Score -1007081 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1007539.500000 Penalty: 4515.021484
	Iteration 10F: 3 clusters Score -1007540 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1007953.250000 Penalty: 4515.021484
	Iteration 11Q: 3 clusters Score -1007953 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1008351.312500 Penalty: 4515.021484
	Iteration 12Q: 3 clusters Score -1008351 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1008616.125000 Penalty: 4515.021484
	Iteration 13Q: 3 clusters Score -1008616 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1008711.687500 Penalty: 4515.021484
	Iteration 14Q: 3 clusters Score -1008712 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1008753.812500 Penalty: 4515.021484
	Iteration 15Q: 3 clusters Score -1008754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1008769.500000 Penalty: 4515.021484
	Iteration 16Q: 3 clusters Score -1008770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1008783.812500 Penalty: 4515.021484
	Iteration 17Q: 3 clusters Score -1008784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1008793.000000 Penalty: 4515.021484
	Iteration 18Q: 3 clusters Score -1008793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1008794.500000 Penalty: 4515.021484
	Iteration 19Q: 3 clusters Score -1008794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1008800.250000 Penalty: 4515.021484
	Iteration 20F: 3 clusters Score -1008800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1008802.812500 Penalty: 4515.021484
	Iteration 21Q: 3 clusters Score -1008803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1008806.687500 Penalty: 4515.021484
	Iteration 22Q: 3 clusters Score -1008807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1008809.187500 Penalty: 4515.021484
	Iteration 23Q: 3 clusters Score -1008809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1008809.687500 Penalty: 4515.021484
	Iteration 24Q: 3 clusters Score -1008810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1008814.375000 Penalty: 4515.021484
	Iteration 25Q: 3 clusters Score -1008814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1008813.812500 Penalty: 4515.021484
	Iteration 26Q: 3 clusters Score -1008814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1008813.812500 Penalty: 4515.021484
	Iteration 27F: 3 clusters Score -1008814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Entering Unmasked Estep 
Score: -698691.062500 Penalty: 2207.031738
	Iteration 0F: 2 clusters Score -698691.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -692748.687500 Penalty: 4414.063477
	Iteration 0F: 3 clusters Score -692748.7 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -694520.000000 Penalty: 4414.063477
	Iteration 1F: 3 clusters Score -694520 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -695081.750000 Penalty: 4414.063477
	Iteration 2F: 3 clusters Score -695081.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -695871.375000 Penalty: 4414.063477
	Iteration 3F: 3 clusters Score -695871.4 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -696782.687500 Penalty: 4414.063477
	Iteration 4F: 3 clusters Score -696782.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -697509.562500 Penalty: 4414.063477
	Iteration 5F: 3 clusters Score -697509.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -698049.375000 Penalty: 4414.063477
	Iteration 6F: 3 clusters Score -698049.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -698350.812500 Penalty: 4414.063477
	Iteration 7F: 3 clusters Score -698350.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -698485.812500 Penalty: 4414.063477
	Iteration 8Q: 3 clusters Score -698485.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -698572.937500 Penalty: 4414.063477
	Iteration 9Q: 3 clusters Score -698572.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -698653.750000 Penalty: 4414.063477
	Iteration 10Q: 3 clusters Score -698653.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -698733.062500 Penalty: 4414.063477
	Iteration 11Q: 3 clusters Score -698733.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -698824.375000 Penalty: 4414.063477
	Iteration 12Q: 3 clusters Score -698824.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -698930.437500 Penalty: 4414.063477
	Iteration 13Q: 3 clusters Score -698930.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -699067.562500 Penalty: 4414.063477
	Iteration 14Q: 3 clusters Score -699067.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -699237.750000 Penalty: 4414.063477
	Iteration 15Q: 3 clusters Score -699237.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -699423.125000 Penalty: 4414.063477
	Iteration 16Q: 3 clusters Score -699423.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -699556.687500 Penalty: 4414.063477
	Iteration 17Q: 3 clusters Score -699556.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -699665.937500 Penalty: 4414.063477
	Iteration 18Q: 3 clusters Score -699665.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -699744.000000 Penalty: 4414.063477
	Iteration 19Q: 3 clusters Score -699744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -699783.125000 Penalty: 4414.063477
	Iteration 20F: 3 clusters Score -699783.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -699806.812500 Penalty: 4414.063477
	Iteration 21Q: 3 clusters Score -699806.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -699821.750000 Penalty: 4414.063477
	Iteration 22Q: 3 clusters Score -699821.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -699829.312500 Penalty: 4414.063477
	Iteration 23Q: 3 clusters Score -699829.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -699831.937500 Penalty: 4414.063477
	Iteration 24Q: 3 clusters Score -699831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -699831.625000 Penalty: 4414.063477
	Iteration 25Q: 3 clusters Score -699831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -699831.625000 Penalty: 4414.063477
	Iteration 26Q: 3 clusters Score -699831.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -699831.625000 Penalty: 4414.063477
	Iteration 27F: 3 clusters Score -699831.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170235 members 
Mstep: Class 2 contains 115757 members 
Mstep: Class 3 contains 50222 members 
Mstep: Class 4 contains 48510 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64562 members 
Mstep: Class 7 contains 34809 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 190532 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 15018 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28849 members 
Mstep: Class 16 contains 91165 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 4738 members 
Mstep: Class 23 contains 21823 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2589 members 
Entering Unmasked Estep 
Score: -98119184.000000 Penalty: 91810.695312
Splitting cluster 22 changes total score from -98119160.000000 to -98119184.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 23 (21823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Entering Unmasked Estep 
Score: -2471859.750000 Penalty: 2477.698486
	Iteration 0F: 2 clusters Score -2471860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2456664.250000 Penalty: 4955.396973
	Iteration 0F: 3 clusters Score -2456664 nChanged 9585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2461703.750000 Penalty: 4955.396973
	Iteration 1F: 3 clusters Score -2461704 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2462050.750000 Penalty: 4955.396973
	Iteration 2Q: 3 clusters Score -2462051 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2462363.250000 Penalty: 4955.396973
	Iteration 3Q: 3 clusters Score -2462363 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2462651.500000 Penalty: 4955.396973
	Iteration 4Q: 3 clusters Score -2462652 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2462946.750000 Penalty: 4955.396973
	Iteration 5Q: 3 clusters Score -2462947 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2463312.250000 Penalty: 4955.396973
	Iteration 6Q: 3 clusters Score -2463312 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2463812.000000 Penalty: 4955.396973
	Iteration 7Q: 3 clusters Score -2463812 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2464497.250000 Penalty: 4955.396973
	Iteration 8F: 3 clusters Score -2464497 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2465402.750000 Penalty: 4955.396973
	Iteration 9F: 3 clusters Score -2465403 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2466496.000000 Penalty: 4955.396973
	Iteration 10F: 3 clusters Score -2466496 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2467634.000000 Penalty: 4955.396973
	Iteration 11F: 3 clusters Score -2467634 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2468496.000000 Penalty: 4955.396973
	Iteration 12Q: 3 clusters Score -2468496 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2469017.750000 Penalty: 4955.396973
	Iteration 13Q: 3 clusters Score -2469018 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2469296.000000 Penalty: 4955.396973
	Iteration 14Q: 3 clusters Score -2469296 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2469436.500000 Penalty: 4955.396973
	Iteration 15Q: 3 clusters Score -2469436 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2469517.750000 Penalty: 4955.396973
	Iteration 16Q: 3 clusters Score -2469518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2469565.750000 Penalty: 4955.396973
	Iteration 17Q: 3 clusters Score -2469566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -2469590.000000 Penalty: 4955.396973
	Iteration 18Q: 3 clusters Score -2469590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -2469615.000000 Penalty: 4955.396973
	Iteration 19Q: 3 clusters Score -2469615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -2469627.750000 Penalty: 4955.396973
	Iteration 20F: 3 clusters Score -2469628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2469644.250000 Penalty: 4955.396973
	Iteration 21Q: 3 clusters Score -2469644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2469647.750000 Penalty: 4955.396973
	Iteration 22Q: 3 clusters Score -2469648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2469655.000000 Penalty: 4955.396973
	Iteration 23Q: 3 clusters Score -2469655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2469661.250000 Penalty: 4955.396973
	Iteration 24Q: 3 clusters Score -2469661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2469666.250000 Penalty: 4955.396973
	Iteration 25Q: 3 clusters Score -2469666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2469667.750000 Penalty: 4955.396973
	Iteration 26Q: 3 clusters Score -2469668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2469667.750000 Penalty: 4955.396973
	Iteration 27F: 3 clusters Score -2469668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -35481.464844 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -35481.46 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 221 members 
Entering Unmasked Estep 
Score: -34075.968750 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -34075.97 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34319.859375 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -34319.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34386.210938 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -34386.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34432.195312 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -34432.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34469.296875 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -34469.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34489.300781 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -34489.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34500.796875 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -34500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34504.917969 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -34504.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34507.554688 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -34507.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34509.015625 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -34509.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34509.015625 Penalty: 2997.145996
	Iteration 10F: 3 clusters Score -34509.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Entering Unmasked Estep 
Score: -64673.496094 Penalty: 1603.989258
	Iteration 0F: 2 clusters Score -64673.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63033.808594 Penalty: 3207.978516
	Iteration 0F: 3 clusters Score -63033.81 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63225.707031 Penalty: 3207.978516
	Iteration 1F: 3 clusters Score -63225.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -63296.605469 Penalty: 3207.978516
	Iteration 2F: 3 clusters Score -63296.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63322.488281 Penalty: 3207.978516
	Iteration 3Q: 3 clusters Score -63322.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63339.265625 Penalty: 3207.978516
	Iteration 4Q: 3 clusters Score -63339.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63355.734375 Penalty: 3207.978516
	Iteration 5Q: 3 clusters Score -63355.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63364.230469 Penalty: 3207.978516
	Iteration 6Q: 3 clusters Score -63364.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63368.570312 Penalty: 3207.978516
	Iteration 7Q: 3 clusters Score -63368.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63370.863281 Penalty: 3207.978516
	Iteration 8Q: 3 clusters Score -63370.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63370.863281 Penalty: 3207.978516
	Iteration 9F: 3 clusters Score -63370.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -54755.554688 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -54755.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -53171.738281 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -53171.74 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53376.390625 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -53376.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -53431.609375 Penalty: 3122.451904
	Iteration 2Q: 3 clusters Score -53431.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53463.386719 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -53463.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53474.242188 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -53474.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53475.984375 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -53475.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53475.984375 Penalty: 3122.451904
	Iteration 6F: 3 clusters Score -53475.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170235 members 
Mstep: Class 2 contains 115757 members 
Mstep: Class 3 contains 50222 members 
Mstep: Class 4 contains 48510 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64562 members 
Mstep: Class 7 contains 34809 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 190532 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2085 members 
Mstep: Class 13 contains 15018 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28849 members 
Mstep: Class 16 contains 91165 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 4738 members 
Mstep: Class 23 contains 21823 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119312.000000 Penalty: 91810.695312
Iteration 279Q: 28 clusters Score -9.811931e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170236 members 
Mstep: Class 2 contains 115757 members 
Mstep: Class 3 contains 50223 members 
Mstep: Class 4 contains 48520 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64581 members 
Mstep: Class 7 contains 34815 members 
Mstep: Class 8 contains 5072 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190503 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2087 members 
Mstep: Class 13 contains 15019 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 29113 members 
Mstep: Class 16 contains 91166 members 
Mstep: Class 17 contains 25520 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 4545 members 
Mstep: Class 23 contains 21820 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 644 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98119744.000000 Penalty: 91810.695312
Iteration 280F: 28 clusters Score -9.811974e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170245 members 
Mstep: Class 2 contains 115731 members 
Mstep: Class 3 contains 50222 members 
Mstep: Class 4 contains 48529 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64607 members 
Mstep: Class 7 contains 34821 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190466 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2084 members 
Mstep: Class 13 contains 15016 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28836 members 
Mstep: Class 16 contains 91171 members 
Mstep: Class 17 contains 25517 members 
Mstep: Class 18 contains 7901 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 21824 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 642 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 2905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120208.000000 Penalty: 91810.695312
Iteration 281Q: 28 clusters Score -9.812021e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170220 members 
Mstep: Class 2 contains 115733 members 
Mstep: Class 3 contains 50211 members 
Mstep: Class 4 contains 48534 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64607 members 
Mstep: Class 7 contains 34819 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190440 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 15013 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28668 members 
Mstep: Class 16 contains 91172 members 
Mstep: Class 17 contains 25515 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 4426 members 
Mstep: Class 23 contains 21826 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 642 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120464.000000 Penalty: 91810.695312
Iteration 282Q: 28 clusters Score -9.812046e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170184 members 
Mstep: Class 2 contains 115742 members 
Mstep: Class 3 contains 50209 members 
Mstep: Class 4 contains 48538 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64587 members 
Mstep: Class 7 contains 34815 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190425 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 15012 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28531 members 
Mstep: Class 16 contains 91175 members 
Mstep: Class 17 contains 25515 members 
Mstep: Class 18 contains 7893 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 4447 members 
Mstep: Class 23 contains 21826 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 642 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120504.000000 Penalty: 91810.695312
Iteration 283Q: 28 clusters Score -9.81205e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170167 members 
Mstep: Class 2 contains 115755 members 
Mstep: Class 3 contains 50209 members 
Mstep: Class 4 contains 48538 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64568 members 
Mstep: Class 7 contains 34817 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190396 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 15011 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28432 members 
Mstep: Class 16 contains 91177 members 
Mstep: Class 17 contains 25514 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 4472 members 
Mstep: Class 23 contains 21826 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 642 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120496.000000 Penalty: 91810.695312
Iteration 284Q: 28 clusters Score -9.81205e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170123 members 
Mstep: Class 2 contains 115755 members 
Mstep: Class 3 contains 50211 members 
Mstep: Class 4 contains 48540 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64533 members 
Mstep: Class 7 contains 34819 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190388 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2073 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28384 members 
Mstep: Class 16 contains 91189 members 
Mstep: Class 17 contains 25514 members 
Mstep: Class 18 contains 7876 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 4512 members 
Mstep: Class 23 contains 21827 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120600.000000 Penalty: 91810.695312
Iteration 285Q: 28 clusters Score -9.81206e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170099 members 
Mstep: Class 2 contains 115757 members 
Mstep: Class 3 contains 50209 members 
Mstep: Class 4 contains 48542 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64498 members 
Mstep: Class 7 contains 34817 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190353 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2070 members 
Mstep: Class 13 contains 15011 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28378 members 
Mstep: Class 16 contains 91200 members 
Mstep: Class 17 contains 25511 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 4552 members 
Mstep: Class 23 contains 21831 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120816.000000 Penalty: 91810.695312
Iteration 286Q: 28 clusters Score -9.812082e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170096 members 
Mstep: Class 2 contains 115756 members 
Mstep: Class 3 contains 50206 members 
Mstep: Class 4 contains 48551 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64483 members 
Mstep: Class 7 contains 34817 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190308 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2068 members 
Mstep: Class 13 contains 15007 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28359 members 
Mstep: Class 16 contains 91202 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 4580 members 
Mstep: Class 23 contains 21832 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120880.000000 Penalty: 91810.695312
Iteration 287Q: 28 clusters Score -9.812088e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170089 members 
Mstep: Class 2 contains 115770 members 
Mstep: Class 3 contains 50206 members 
Mstep: Class 4 contains 48553 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64461 members 
Mstep: Class 7 contains 34823 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190262 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 15007 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28345 members 
Mstep: Class 16 contains 91210 members 
Mstep: Class 17 contains 25515 members 
Mstep: Class 18 contains 7870 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2579 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 4608 members 
Mstep: Class 23 contains 21834 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120888.000000 Penalty: 91810.695312
Iteration 288Q: 28 clusters Score -9.812089e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170071 members 
Mstep: Class 2 contains 115775 members 
Mstep: Class 3 contains 50205 members 
Mstep: Class 4 contains 48559 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64450 members 
Mstep: Class 7 contains 34826 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190230 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2069 members 
Mstep: Class 13 contains 15006 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28349 members 
Mstep: Class 16 contains 91212 members 
Mstep: Class 17 contains 25517 members 
Mstep: Class 18 contains 7869 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 21829 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120760.000000 Penalty: 91810.695312
Iteration 289Q: 28 clusters Score -9.812076e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170065 members 
Mstep: Class 2 contains 115776 members 
Mstep: Class 3 contains 50203 members 
Mstep: Class 4 contains 48564 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64447 members 
Mstep: Class 7 contains 34824 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190211 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2068 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28345 members 
Mstep: Class 16 contains 91219 members 
Mstep: Class 17 contains 25515 members 
Mstep: Class 18 contains 7868 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 4652 members 
Mstep: Class 23 contains 21829 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120744.000000 Penalty: 91810.695312
Iteration 290Q: 28 clusters Score -9.812074e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170049 members 
Mstep: Class 2 contains 115776 members 
Mstep: Class 3 contains 50202 members 
Mstep: Class 4 contains 48579 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64447 members 
Mstep: Class 7 contains 34828 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190193 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2065 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28338 members 
Mstep: Class 16 contains 91222 members 
Mstep: Class 17 contains 25516 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 4664 members 
Mstep: Class 23 contains 21828 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120640.000000 Penalty: 91810.695312
Iteration 291Q: 28 clusters Score -9.812064e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170040 members 
Mstep: Class 2 contains 115777 members 
Mstep: Class 3 contains 50197 members 
Mstep: Class 4 contains 48597 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64443 members 
Mstep: Class 7 contains 34832 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190163 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 15005 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28340 members 
Mstep: Class 16 contains 91223 members 
Mstep: Class 17 contains 25515 members 
Mstep: Class 18 contains 7860 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 4679 members 
Mstep: Class 23 contains 21831 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120616.000000 Penalty: 91810.695312
Iteration 292Q: 28 clusters Score -9.812062e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170028 members 
Mstep: Class 2 contains 115776 members 
Mstep: Class 3 contains 50194 members 
Mstep: Class 4 contains 48608 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64455 members 
Mstep: Class 7 contains 34837 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190131 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 15004 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28339 members 
Mstep: Class 16 contains 91231 members 
Mstep: Class 17 contains 25516 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 4690 members 
Mstep: Class 23 contains 21833 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120656.000000 Penalty: 91810.695312
Iteration 293Q: 28 clusters Score -9.812066e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170031 members 
Mstep: Class 2 contains 115776 members 
Mstep: Class 3 contains 50190 members 
Mstep: Class 4 contains 48613 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64462 members 
Mstep: Class 7 contains 34839 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190105 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 15002 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28334 members 
Mstep: Class 16 contains 91241 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 7854 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 4695 members 
Mstep: Class 23 contains 21835 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120528.000000 Penalty: 91810.695312
Iteration 294Q: 28 clusters Score -9.812053e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170029 members 
Mstep: Class 2 contains 115773 members 
Mstep: Class 3 contains 50187 members 
Mstep: Class 4 contains 48614 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64470 members 
Mstep: Class 7 contains 34843 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190083 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 15001 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28330 members 
Mstep: Class 16 contains 91253 members 
Mstep: Class 17 contains 25511 members 
Mstep: Class 18 contains 7851 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 4710 members 
Mstep: Class 23 contains 21835 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120640.000000 Penalty: 91810.695312
Iteration 295Q: 28 clusters Score -9.812064e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170041 members 
Mstep: Class 2 contains 115773 members 
Mstep: Class 3 contains 50183 members 
Mstep: Class 4 contains 48619 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64484 members 
Mstep: Class 7 contains 34844 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190049 members 
Mstep: Class 11 contains 1011 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 15000 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28317 members 
Mstep: Class 16 contains 91258 members 
Mstep: Class 17 contains 25509 members 
Mstep: Class 18 contains 7847 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 4726 members 
Mstep: Class 23 contains 21834 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120584.000000 Penalty: 91810.695312
Iteration 296Q: 28 clusters Score -9.812058e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170038 members 
Mstep: Class 2 contains 115775 members 
Mstep: Class 3 contains 50182 members 
Mstep: Class 4 contains 48629 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64487 members 
Mstep: Class 7 contains 34844 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190028 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 15000 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28320 members 
Mstep: Class 16 contains 91253 members 
Mstep: Class 17 contains 25509 members 
Mstep: Class 18 contains 7845 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 4735 members 
Mstep: Class 23 contains 21834 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120672.000000 Penalty: 91810.695312
Iteration 297Q: 28 clusters Score -9.812067e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170022 members 
Mstep: Class 2 contains 115772 members 
Mstep: Class 3 contains 50182 members 
Mstep: Class 4 contains 48642 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64485 members 
Mstep: Class 7 contains 34846 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 190012 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 15000 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28323 members 
Mstep: Class 16 contains 91259 members 
Mstep: Class 17 contains 25508 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 4744 members 
Mstep: Class 23 contains 21837 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120720.000000 Penalty: 91810.695312
Iteration 298Q: 28 clusters Score -9.812072e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170008 members 
Mstep: Class 2 contains 115771 members 
Mstep: Class 3 contains 50183 members 
Mstep: Class 4 contains 48657 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64471 members 
Mstep: Class 7 contains 34850 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 189998 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2065 members 
Mstep: Class 13 contains 15000 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28331 members 
Mstep: Class 16 contains 91263 members 
Mstep: Class 17 contains 25510 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 4751 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120736.000000 Penalty: 91810.695312
Iteration 299Q: 28 clusters Score -9.812074e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 170002 members 
Mstep: Class 2 contains 115770 members 
Mstep: Class 3 contains 50183 members 
Mstep: Class 4 contains 48667 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64467 members 
Mstep: Class 7 contains 34854 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 189981 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2065 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28337 members 
Mstep: Class 16 contains 91267 members 
Mstep: Class 17 contains 25511 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 4757 members 
Mstep: Class 23 contains 21836 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120688.000000 Penalty: 91810.695312
Iteration 300F: 28 clusters Score -9.812069e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169995 members 
Mstep: Class 2 contains 115768 members 
Mstep: Class 3 contains 50181 members 
Mstep: Class 4 contains 48673 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64468 members 
Mstep: Class 7 contains 34855 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 189968 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2065 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28341 members 
Mstep: Class 16 contains 91274 members 
Mstep: Class 17 contains 25512 members 
Mstep: Class 18 contains 7844 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 4763 members 
Mstep: Class 23 contains 21835 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120688.000000 Penalty: 91810.695312
Iteration 301Q: 28 clusters Score -9.812069e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169993 members 
Mstep: Class 2 contains 115765 members 
Mstep: Class 3 contains 50180 members 
Mstep: Class 4 contains 48684 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64461 members 
Mstep: Class 7 contains 34856 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 189952 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2065 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28343 members 
Mstep: Class 16 contains 91282 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 7843 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 4770 members 
Mstep: Class 23 contains 21835 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120632.000000 Penalty: 91810.695312
Iteration 302Q: 28 clusters Score -9.812063e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169989 members 
Mstep: Class 2 contains 115767 members 
Mstep: Class 3 contains 50181 members 
Mstep: Class 4 contains 48692 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64464 members 
Mstep: Class 7 contains 34855 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 189933 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2065 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28337 members 
Mstep: Class 16 contains 91288 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 7841 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 4774 members 
Mstep: Class 23 contains 21837 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120624.000000 Penalty: 91810.695312
Iteration 303Q: 28 clusters Score -9.812062e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169978 members 
Mstep: Class 2 contains 115771 members 
Mstep: Class 3 contains 50182 members 
Mstep: Class 4 contains 48698 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64469 members 
Mstep: Class 7 contains 34855 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 189912 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2065 members 
Mstep: Class 13 contains 15003 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28331 members 
Mstep: Class 16 contains 91296 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 7839 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 4775 members 
Mstep: Class 23 contains 21840 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120688.000000 Penalty: 91810.695312
Iteration 304Q: 28 clusters Score -9.812069e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169954 members 
Mstep: Class 2 contains 115774 members 
Mstep: Class 3 contains 50185 members 
Mstep: Class 4 contains 48704 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64470 members 
Mstep: Class 7 contains 34857 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 189904 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 15004 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28328 members 
Mstep: Class 16 contains 91301 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 7837 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4779 members 
Mstep: Class 23 contains 21845 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120704.000000 Penalty: 91810.695312
Iteration 305Q: 28 clusters Score -9.81207e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169951 members 
Mstep: Class 2 contains 115778 members 
Mstep: Class 3 contains 50186 members 
Mstep: Class 4 contains 48707 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64468 members 
Mstep: Class 7 contains 34861 members 
Mstep: Class 8 contains 5074 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 189890 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15007 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28328 members 
Mstep: Class 16 contains 91306 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 7836 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4780 members 
Mstep: Class 23 contains 21842 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120776.000000 Penalty: 91810.695312
Iteration 306Q: 28 clusters Score -9.812078e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169927 members 
Mstep: Class 2 contains 115785 members 
Mstep: Class 3 contains 50186 members 
Mstep: Class 4 contains 48715 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64466 members 
Mstep: Class 7 contains 34864 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4404 members 
Mstep: Class 10 contains 189888 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2060 members 
Mstep: Class 13 contains 15006 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28326 members 
Mstep: Class 16 contains 91314 members 
Mstep: Class 17 contains 25512 members 
Mstep: Class 18 contains 7834 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4780 members 
Mstep: Class 23 contains 21843 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120856.000000 Penalty: 91810.695312
Iteration 307Q: 28 clusters Score -9.812086e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169923 members 
Mstep: Class 2 contains 115789 members 
Mstep: Class 3 contains 50184 members 
Mstep: Class 4 contains 48720 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64464 members 
Mstep: Class 7 contains 34864 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189874 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15010 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28333 members 
Mstep: Class 16 contains 91319 members 
Mstep: Class 17 contains 25512 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4779 members 
Mstep: Class 23 contains 21842 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120904.000000 Penalty: 91810.695312
Iteration 308Q: 28 clusters Score -9.81209e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169909 members 
Mstep: Class 2 contains 115789 members 
Mstep: Class 3 contains 50186 members 
Mstep: Class 4 contains 48729 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64467 members 
Mstep: Class 7 contains 34866 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189864 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15013 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28336 members 
Mstep: Class 16 contains 91323 members 
Mstep: Class 17 contains 25511 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4781 members 
Mstep: Class 23 contains 21841 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120912.000000 Penalty: 91810.695312
Iteration 309Q: 28 clusters Score -9.812091e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169900 members 
Mstep: Class 2 contains 115789 members 
Mstep: Class 3 contains 50186 members 
Mstep: Class 4 contains 48730 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64470 members 
Mstep: Class 7 contains 34866 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189859 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15017 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28340 members 
Mstep: Class 16 contains 91325 members 
Mstep: Class 17 contains 25511 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4781 members 
Mstep: Class 23 contains 21840 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120888.000000 Penalty: 91810.695312
Iteration 310Q: 28 clusters Score -9.812089e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169900 members 
Mstep: Class 2 contains 115791 members 
Mstep: Class 3 contains 50184 members 
Mstep: Class 4 contains 48736 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64472 members 
Mstep: Class 7 contains 34869 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189837 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15020 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28342 members 
Mstep: Class 16 contains 91329 members 
Mstep: Class 17 contains 25512 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4781 members 
Mstep: Class 23 contains 21839 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120840.000000 Penalty: 91810.695312
Iteration 311Q: 28 clusters Score -9.812084e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169887 members 
Mstep: Class 2 contains 115791 members 
Mstep: Class 3 contains 50187 members 
Mstep: Class 4 contains 48743 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64475 members 
Mstep: Class 7 contains 34870 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189835 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15020 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28344 members 
Mstep: Class 16 contains 91328 members 
Mstep: Class 17 contains 25512 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4781 members 
Mstep: Class 23 contains 21839 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120712.000000 Penalty: 91810.695312
Iteration 312Q: 28 clusters Score -9.812071e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169874 members 
Mstep: Class 2 contains 115797 members 
Mstep: Class 3 contains 50187 members 
Mstep: Class 4 contains 48748 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64484 members 
Mstep: Class 7 contains 34875 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189813 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15017 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28348 members 
Mstep: Class 16 contains 91333 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4781 members 
Mstep: Class 23 contains 21841 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120712.000000 Penalty: 91810.695312
Iteration 313Q: 28 clusters Score -9.812071e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169868 members 
Mstep: Class 2 contains 115799 members 
Mstep: Class 3 contains 50194 members 
Mstep: Class 4 contains 48756 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64490 members 
Mstep: Class 7 contains 34878 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189783 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15016 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28351 members 
Mstep: Class 16 contains 91336 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 4781 members 
Mstep: Class 23 contains 21844 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120784.000000 Penalty: 91810.695312
Iteration 314Q: 28 clusters Score -9.812078e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169856 members 
Mstep: Class 2 contains 115806 members 
Mstep: Class 3 contains 50200 members 
Mstep: Class 4 contains 48766 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64499 members 
Mstep: Class 7 contains 34879 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189751 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15019 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28349 members 
Mstep: Class 16 contains 91340 members 
Mstep: Class 17 contains 25516 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 4781 members 
Mstep: Class 23 contains 21845 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120808.000000 Penalty: 91810.695312
Iteration 315Q: 28 clusters Score -9.812081e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169848 members 
Mstep: Class 2 contains 115810 members 
Mstep: Class 3 contains 50201 members 
Mstep: Class 4 contains 48776 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64506 members 
Mstep: Class 7 contains 34880 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189729 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15021 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28350 members 
Mstep: Class 16 contains 91341 members 
Mstep: Class 17 contains 25519 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 4782 members 
Mstep: Class 23 contains 21842 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120808.000000 Penalty: 91810.695312
Iteration 316Q: 28 clusters Score -9.812081e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169833 members 
Mstep: Class 2 contains 115816 members 
Mstep: Class 3 contains 50200 members 
Mstep: Class 4 contains 48785 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64512 members 
Mstep: Class 7 contains 34881 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189706 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15025 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28348 members 
Mstep: Class 16 contains 91351 members 
Mstep: Class 17 contains 25523 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4783 members 
Mstep: Class 23 contains 21841 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120840.000000 Penalty: 91810.695312
Iteration 317Q: 28 clusters Score -9.812084e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169805 members 
Mstep: Class 2 contains 115821 members 
Mstep: Class 3 contains 50204 members 
Mstep: Class 4 contains 48796 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64514 members 
Mstep: Class 7 contains 34883 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189700 members 
Mstep: Class 11 contains 1012 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15025 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28351 members 
Mstep: Class 16 contains 91355 members 
Mstep: Class 17 contains 25524 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4784 members 
Mstep: Class 23 contains 21843 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120824.000000 Penalty: 91810.695312
Iteration 318Q: 28 clusters Score -9.812082e+07 nChanged 122
Entering ConstructFrom: 
Score: -98120824.000000 Penalty: 91810.695312
Entering ConstructFrom: 
Trying to split cluster 1 (169766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169766 members 
Entering Unmasked Estep 
Score: -18856588.000000 Penalty: 2986.459717
	Iteration 0F: 2 clusters Score -1.885659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84911 members 
Mstep: Class 2 contains 84855 members 
Entering Unmasked Estep 
Score: -18745062.000000 Penalty: 5972.919434
	Iteration 0F: 3 clusters Score -1.874506e+07 nChanged 81140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83159 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -18792770.000000 Penalty: 5972.919434
	Iteration 1F: 3 clusters Score -1.879277e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82207 members 
Mstep: Class 2 contains 87559 members 
Entering Unmasked Estep 
Score: -18793624.000000 Penalty: 5972.919434
	Iteration 2Q: 3 clusters Score -1.879362e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80885 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -18794386.000000 Penalty: 5972.919434
	Iteration 3Q: 3 clusters Score -1.879439e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 90738 members 
Entering Unmasked Estep 
Score: -18795332.000000 Penalty: 5972.919434
	Iteration 4Q: 3 clusters Score -1.879533e+07 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76269 members 
Mstep: Class 2 contains 93497 members 
Entering Unmasked Estep 
Score: -18796532.000000 Penalty: 5972.919434
	Iteration 5Q: 3 clusters Score -1.879653e+07 nChanged 5594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72461 members 
Mstep: Class 2 contains 97305 members 
Entering Unmasked Estep 
Score: -18798264.000000 Penalty: 5972.919434
	Iteration 6Q: 3 clusters Score -1.879826e+07 nChanged 6629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66930 members 
Mstep: Class 2 contains 102836 members 
Entering Unmasked Estep 
Score: -18800918.000000 Penalty: 5972.919434
	Iteration 7Q: 3 clusters Score -1.880092e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 110553 members 
Entering Unmasked Estep 
Score: -18805124.000000 Penalty: 5972.919434
	Iteration 8Q: 3 clusters Score -1.880512e+07 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 120741 members 
Entering Unmasked Estep 
Score: -18812530.000000 Penalty: 5972.919434
	Iteration 9F: 3 clusters Score -1.881253e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 132989 members 
Entering Unmasked Estep 
Score: -18822750.000000 Penalty: 5972.919434
	Iteration 10F: 3 clusters Score -1.882275e+07 nChanged 12225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 145194 members 
Entering Unmasked Estep 
Score: -18834266.000000 Penalty: 5972.919434
	Iteration 11F: 3 clusters Score -1.883427e+07 nChanged 10050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 155238 members 
Entering Unmasked Estep 
Score: -18843196.000000 Penalty: 5972.919434
	Iteration 12F: 3 clusters Score -1.88432e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 161455 members 
Entering Unmasked Estep 
Score: -18848480.000000 Penalty: 5972.919434
	Iteration 13Q: 3 clusters Score -1.884848e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 164772 members 
Entering Unmasked Estep 
Score: -18850998.000000 Penalty: 5972.919434
	Iteration 14Q: 3 clusters Score -1.8851e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 166545 members 
Entering Unmasked Estep 
Score: -18852244.000000 Penalty: 5972.919434
	Iteration 15Q: 3 clusters Score -1.885224e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 167519 members 
Entering Unmasked Estep 
Score: -18852926.000000 Penalty: 5972.919434
	Iteration 16Q: 3 clusters Score -1.885293e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 168101 members 
Entering Unmasked Estep 
Score: -18853294.000000 Penalty: 5972.919434
	Iteration 17Q: 3 clusters Score -1.885329e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 168457 members 
Entering Unmasked Estep 
Score: -18853512.000000 Penalty: 5972.919434
	Iteration 18Q: 3 clusters Score -1.885351e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 168668 members 
Entering Unmasked Estep 
Score: -18853662.000000 Penalty: 5972.919434
	Iteration 19Q: 3 clusters Score -1.885366e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 168800 members 
Entering Unmasked Estep 
Score: -18853754.000000 Penalty: 5972.919434
	Iteration 20F: 3 clusters Score -1.885375e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 168895 members 
Entering Unmasked Estep 
Score: -18853788.000000 Penalty: 5972.919434
	Iteration 21Q: 3 clusters Score -1.885379e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 168954 members 
Entering Unmasked Estep 
Score: -18853840.000000 Penalty: 5972.919434
	Iteration 22Q: 3 clusters Score -1.885384e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 169000 members 
Entering Unmasked Estep 
Score: -18853898.000000 Penalty: 5972.919434
	Iteration 23Q: 3 clusters Score -1.88539e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 169033 members 
Entering Unmasked Estep 
Score: -18853944.000000 Penalty: 5972.919434
	Iteration 24Q: 3 clusters Score -1.885394e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 169061 members 
Entering Unmasked Estep 
Score: -18853974.000000 Penalty: 5972.919434
	Iteration 25Q: 3 clusters Score -1.885397e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 169079 members 
Entering Unmasked Estep 
Score: -18853998.000000 Penalty: 5972.919434
	Iteration 26Q: 3 clusters Score -1.8854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 169090 members 
Entering Unmasked Estep 
Score: -18854006.000000 Penalty: 5972.919434
	Iteration 27Q: 3 clusters Score -1.885401e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 169097 members 
Entering Unmasked Estep 
Score: -18854036.000000 Penalty: 5972.919434
	Iteration 28Q: 3 clusters Score -1.885404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 169103 members 
Entering Unmasked Estep 
Score: -18854056.000000 Penalty: 5972.919434
	Iteration 29Q: 3 clusters Score -1.885406e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 169112 members 
Entering Unmasked Estep 
Score: -18854066.000000 Penalty: 5972.919434
	Iteration 30Q: 3 clusters Score -1.885407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 169118 members 
Entering Unmasked Estep 
Score: -18854050.000000 Penalty: 5972.919434
	Iteration 31Q: 3 clusters Score -1.885405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 169120 members 
Entering Unmasked Estep 
Score: -18854050.000000 Penalty: 5972.919434
	Iteration 32Q: 3 clusters Score -1.885405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 169124 members 
Entering Unmasked Estep 
Score: -18854042.000000 Penalty: 5972.919434
	Iteration 33Q: 3 clusters Score -1.885404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 169125 members 
Entering Unmasked Estep 
Score: -18854038.000000 Penalty: 5972.919434
	Iteration 34Q: 3 clusters Score -1.885404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 169125 members 
Entering Unmasked Estep 
Score: -18854054.000000 Penalty: 5972.919434
	Iteration 35Q: 3 clusters Score -1.885405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 169132 members 
Entering Unmasked Estep 
Score: -18854062.000000 Penalty: 5972.919434
	Iteration 36Q: 3 clusters Score -1.885406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 169138 members 
Entering Unmasked Estep 
Score: -18854078.000000 Penalty: 5972.919434
	Iteration 37Q: 3 clusters Score -1.885408e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 169144 members 
Entering Unmasked Estep 
Score: -18854068.000000 Penalty: 5972.919434
	Iteration 38Q: 3 clusters Score -1.885407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 169147 members 
Entering Unmasked Estep 
Score: -18854064.000000 Penalty: 5972.919434
	Iteration 39Q: 3 clusters Score -1.885406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 169149 members 
Entering Unmasked Estep 
Score: -18854078.000000 Penalty: 5972.919434
	Iteration 40F: 3 clusters Score -1.885408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 169153 members 
Entering Unmasked Estep 
Score: -18854080.000000 Penalty: 5972.919434
	Iteration 41Q: 3 clusters Score -1.885408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 169156 members 
Entering Unmasked Estep 
Score: -18854076.000000 Penalty: 5972.919434
	Iteration 42Q: 3 clusters Score -1.885408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 169159 members 
Entering Unmasked Estep 
Score: -18854066.000000 Penalty: 5972.919434
	Iteration 43Q: 3 clusters Score -1.885407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 169162 members 
Entering Unmasked Estep 
Score: -18854062.000000 Penalty: 5972.919434
	Iteration 44Q: 3 clusters Score -1.885406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 169164 members 
Entering Unmasked Estep 
Score: -18854074.000000 Penalty: 5972.919434
	Iteration 45Q: 3 clusters Score -1.885407e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 169164 members 
Entering Unmasked Estep 
Score: -18854074.000000 Penalty: 5972.919434
	Iteration 46F: 3 clusters Score -1.885407e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (115824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115824 members 
Entering Unmasked Estep 
Score: -13128996.000000 Penalty: 2891.637207
	Iteration 0F: 2 clusters Score -1.3129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57747 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -13051288.000000 Penalty: 5783.274414
	Iteration 0F: 3 clusters Score -1.305129e+07 nChanged 55256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56211 members 
Mstep: Class 2 contains 59613 members 
Entering Unmasked Estep 
Score: -13082903.000000 Penalty: 5783.274414
	Iteration 1F: 3 clusters Score -1.30829e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -13083585.000000 Penalty: 5783.274414
	Iteration 2Q: 3 clusters Score -1.308358e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -13084570.000000 Penalty: 5783.274414
	Iteration 3Q: 3 clusters Score -1.308457e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 64712 members 
Entering Unmasked Estep 
Score: -13085737.000000 Penalty: 5783.274414
	Iteration 4Q: 3 clusters Score -1.308574e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 68428 members 
Entering Unmasked Estep 
Score: -13087553.000000 Penalty: 5783.274414
	Iteration 5Q: 3 clusters Score -1.308755e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 74067 members 
Entering Unmasked Estep 
Score: -13091148.000000 Penalty: 5783.274414
	Iteration 6F: 3 clusters Score -1.309115e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 81916 members 
Entering Unmasked Estep 
Score: -13096765.000000 Penalty: 5783.274414
	Iteration 7F: 3 clusters Score -1.309676e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 91430 members 
Entering Unmasked Estep 
Score: -13104893.000000 Penalty: 5783.274414
	Iteration 8F: 3 clusters Score -1.310489e+07 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 100571 members 
Entering Unmasked Estep 
Score: -13113693.000000 Penalty: 5783.274414
	Iteration 9F: 3 clusters Score -1.311369e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 106939 members 
Entering Unmasked Estep 
Score: -13119916.000000 Penalty: 5783.274414
	Iteration 10F: 3 clusters Score -1.311992e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 110466 members 
Entering Unmasked Estep 
Score: -13123428.000000 Penalty: 5783.274414
	Iteration 11Q: 3 clusters Score -1.312343e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 112155 members 
Entering Unmasked Estep 
Score: -13125097.000000 Penalty: 5783.274414
	Iteration 12Q: 3 clusters Score -1.31251e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 112950 members 
Entering Unmasked Estep 
Score: -13125816.000000 Penalty: 5783.274414
	Iteration 13Q: 3 clusters Score -1.312582e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 113358 members 
Entering Unmasked Estep 
Score: -13126170.000000 Penalty: 5783.274414
	Iteration 14Q: 3 clusters Score -1.312617e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 113624 members 
Entering Unmasked Estep 
Score: -13126375.000000 Penalty: 5783.274414
	Iteration 15Q: 3 clusters Score -1.312638e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 113809 members 
Entering Unmasked Estep 
Score: -13126528.000000 Penalty: 5783.274414
	Iteration 16Q: 3 clusters Score -1.312653e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 113928 members 
Entering Unmasked Estep 
Score: -13126602.000000 Penalty: 5783.274414
	Iteration 17Q: 3 clusters Score -1.31266e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 114003 members 
Entering Unmasked Estep 
Score: -13126669.000000 Penalty: 5783.274414
	Iteration 18Q: 3 clusters Score -1.312667e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -13126697.000000 Penalty: 5783.274414
	Iteration 19Q: 3 clusters Score -1.31267e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 114112 members 
Entering Unmasked Estep 
Score: -13126706.000000 Penalty: 5783.274414
	Iteration 20F: 3 clusters Score -1.312671e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 114153 members 
Entering Unmasked Estep 
Score: -13126737.000000 Penalty: 5783.274414
	Iteration 21Q: 3 clusters Score -1.312674e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 114184 members 
Entering Unmasked Estep 
Score: -13126766.000000 Penalty: 5783.274414
	Iteration 22Q: 3 clusters Score -1.312677e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 114199 members 
Entering Unmasked Estep 
Score: -13126775.000000 Penalty: 5783.274414
	Iteration 23Q: 3 clusters Score -1.312678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 114211 members 
Entering Unmasked Estep 
Score: -13126780.000000 Penalty: 5783.274414
	Iteration 24Q: 3 clusters Score -1.312678e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 114219 members 
Entering Unmasked Estep 
Score: -13126783.000000 Penalty: 5783.274414
	Iteration 25Q: 3 clusters Score -1.312678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 114221 members 
Entering Unmasked Estep 
Score: -13126791.000000 Penalty: 5783.274414
	Iteration 26Q: 3 clusters Score -1.312679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 114227 members 
Entering Unmasked Estep 
Score: -13126795.000000 Penalty: 5783.274414
	Iteration 27Q: 3 clusters Score -1.31268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 114230 members 
Entering Unmasked Estep 
Score: -13126784.000000 Penalty: 5783.274414
	Iteration 28Q: 3 clusters Score -1.312678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 114235 members 
Entering Unmasked Estep 
Score: -13126790.000000 Penalty: 5783.274414
	Iteration 29Q: 3 clusters Score -1.312679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 114242 members 
Entering Unmasked Estep 
Score: -13126793.000000 Penalty: 5783.274414
	Iteration 30Q: 3 clusters Score -1.312679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 114244 members 
Entering Unmasked Estep 
Score: -13126781.000000 Penalty: 5783.274414
	Iteration 31Q: 3 clusters Score -1.312678e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 114251 members 
Entering Unmasked Estep 
Score: -13126786.000000 Penalty: 5783.274414
	Iteration 32Q: 3 clusters Score -1.312679e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 114252 members 
Entering Unmasked Estep 
Score: -13126796.000000 Penalty: 5783.274414
	Iteration 33Q: 3 clusters Score -1.31268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 114252 members 
Entering Unmasked Estep 
Score: -13126794.000000 Penalty: 5783.274414
	Iteration 34Q: 3 clusters Score -1.312679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 114254 members 
Entering Unmasked Estep 
Score: -13126796.000000 Penalty: 5783.274414
	Iteration 35Q: 3 clusters Score -1.31268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 114255 members 
Entering Unmasked Estep 
Score: -13126800.000000 Penalty: 5783.274414
	Iteration 36Q: 3 clusters Score -1.31268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 114257 members 
Entering Unmasked Estep 
Score: -13126796.000000 Penalty: 5783.274414
	Iteration 37Q: 3 clusters Score -1.31268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 114261 members 
Entering Unmasked Estep 
Score: -13126807.000000 Penalty: 5783.274414
	Iteration 38Q: 3 clusters Score -1.312681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 114263 members 
Entering Unmasked Estep 
Score: -13126795.000000 Penalty: 5783.274414
	Iteration 39Q: 3 clusters Score -1.31268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 114263 members 
Entering Unmasked Estep 
Score: -13126794.000000 Penalty: 5783.274414
	Iteration 40F: 3 clusters Score -1.312679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Entering Unmasked Estep 
Score: -5456433.500000 Penalty: 2684.329590
	Iteration 0F: 2 clusters Score -5456434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -5422897.000000 Penalty: 5368.659180
	Iteration 0F: 3 clusters Score -5422897 nChanged 23066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -5435471.000000 Penalty: 5368.659180
	Iteration 1F: 3 clusters Score -5435471 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -5435969.000000 Penalty: 5368.659180
	Iteration 2Q: 3 clusters Score -5435969 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -5436441.500000 Penalty: 5368.659180
	Iteration 3Q: 3 clusters Score -5436442 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -5436853.500000 Penalty: 5368.659180
	Iteration 4Q: 3 clusters Score -5436854 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -5437280.000000 Penalty: 5368.659180
	Iteration 5Q: 3 clusters Score -5437280 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -5437885.000000 Penalty: 5368.659180
	Iteration 6Q: 3 clusters Score -5437885 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -5438655.000000 Penalty: 5368.659180
	Iteration 7Q: 3 clusters Score -5438655 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -5439809.500000 Penalty: 5368.659180
	Iteration 8Q: 3 clusters Score -5439810 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -5441486.500000 Penalty: 5368.659180
	Iteration 9F: 3 clusters Score -5441486 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -5443907.500000 Penalty: 5368.659180
	Iteration 10F: 3 clusters Score -5443908 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -5446837.000000 Penalty: 5368.659180
	Iteration 11F: 3 clusters Score -5446837 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -5449682.000000 Penalty: 5368.659180
	Iteration 12F: 3 clusters Score -5449682 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 47511 members 
Entering Unmasked Estep 
Score: -5451777.500000 Penalty: 5368.659180
	Iteration 13Q: 3 clusters Score -5451778 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -5453050.000000 Penalty: 5368.659180
	Iteration 14Q: 3 clusters Score -5453050 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -5453607.000000 Penalty: 5368.659180
	Iteration 15Q: 3 clusters Score -5453607 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -5453876.000000 Penalty: 5368.659180
	Iteration 16Q: 3 clusters Score -5453876 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -5453975.500000 Penalty: 5368.659180
	Iteration 17Q: 3 clusters Score -5453976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 49867 members 
Entering Unmasked Estep 
Score: -5454037.500000 Penalty: 5368.659180
	Iteration 18Q: 3 clusters Score -5454038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -5454073.500000 Penalty: 5368.659180
	Iteration 19Q: 3 clusters Score -5454074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -5454092.500000 Penalty: 5368.659180
	Iteration 20F: 3 clusters Score -5454092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -5454106.000000 Penalty: 5368.659180
	Iteration 21Q: 3 clusters Score -5454106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -5454110.500000 Penalty: 5368.659180
	Iteration 22Q: 3 clusters Score -5454110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -5454113.000000 Penalty: 5368.659180
	Iteration 23Q: 3 clusters Score -5454113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -5454114.500000 Penalty: 5368.659180
	Iteration 24Q: 3 clusters Score -5454114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -5454122.000000 Penalty: 5368.659180
	Iteration 25Q: 3 clusters Score -5454122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -5454124.000000 Penalty: 5368.659180
	Iteration 26Q: 3 clusters Score -5454124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -5454123.000000 Penalty: 5368.659180
	Iteration 27Q: 3 clusters Score -5454123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -5454130.000000 Penalty: 5368.659180
	Iteration 28Q: 3 clusters Score -5454130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -5454134.000000 Penalty: 5368.659180
	Iteration 29Q: 3 clusters Score -5454134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -5454133.500000 Penalty: 5368.659180
	Iteration 30Q: 3 clusters Score -5454134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -5454136.000000 Penalty: 5368.659180
	Iteration 31Q: 3 clusters Score -5454136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -5454138.000000 Penalty: 5368.659180
	Iteration 32Q: 3 clusters Score -5454138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -5454143.500000 Penalty: 5368.659180
	Iteration 33Q: 3 clusters Score -5454144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -5454143.500000 Penalty: 5368.659180
	Iteration 34F: 3 clusters Score -5454144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Entering Unmasked Estep 
Score: -5516074.500000 Penalty: 2677.321045
	Iteration 0F: 2 clusters Score -5516074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -5483208.500000 Penalty: 5354.642090
	Iteration 0F: 3 clusters Score -5483208 nChanged 22460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -5495708.000000 Penalty: 5354.642090
	Iteration 1F: 3 clusters Score -5495708 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -5496305.000000 Penalty: 5354.642090
	Iteration 2Q: 3 clusters Score -5496305 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -5496893.000000 Penalty: 5354.642090
	Iteration 3Q: 3 clusters Score -5496893 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -5497622.000000 Penalty: 5354.642090
	Iteration 4Q: 3 clusters Score -5497622 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -5498410.500000 Penalty: 5354.642090
	Iteration 5Q: 3 clusters Score -5498410 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -5499440.500000 Penalty: 5354.642090
	Iteration 6Q: 3 clusters Score -5499440 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -5500803.000000 Penalty: 5354.642090
	Iteration 7Q: 3 clusters Score -5500803 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -5502390.000000 Penalty: 5354.642090
	Iteration 8F: 3 clusters Score -5502390 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -5504064.500000 Penalty: 5354.642090
	Iteration 9F: 3 clusters Score -5504064 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -5505586.500000 Penalty: 5354.642090
	Iteration 10F: 3 clusters Score -5505586 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -5506827.500000 Penalty: 5354.642090
	Iteration 11Q: 3 clusters Score -5506828 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -5507701.500000 Penalty: 5354.642090
	Iteration 12Q: 3 clusters Score -5507702 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -5508296.000000 Penalty: 5354.642090
	Iteration 13Q: 3 clusters Score -5508296 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -5508756.500000 Penalty: 5354.642090
	Iteration 14Q: 3 clusters Score -5508756 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -5509200.000000 Penalty: 5354.642090
	Iteration 15Q: 3 clusters Score -5509200 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -5509662.500000 Penalty: 5354.642090
	Iteration 16Q: 3 clusters Score -5509662 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -5510098.500000 Penalty: 5354.642090
	Iteration 17Q: 3 clusters Score -5510098 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -5510577.000000 Penalty: 5354.642090
	Iteration 18Q: 3 clusters Score -5510577 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -5510948.000000 Penalty: 5354.642090
	Iteration 19Q: 3 clusters Score -5510948 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -5511325.000000 Penalty: 5354.642090
	Iteration 20F: 3 clusters Score -5511325 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -5511690.500000 Penalty: 5354.642090
	Iteration 21Q: 3 clusters Score -5511690 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -5512005.000000 Penalty: 5354.642090
	Iteration 22Q: 3 clusters Score -5512005 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -5512292.000000 Penalty: 5354.642090
	Iteration 23Q: 3 clusters Score -5512292 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -5512541.500000 Penalty: 5354.642090
	Iteration 24Q: 3 clusters Score -5512542 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5512729.000000 Penalty: 5354.642090
	Iteration 25Q: 3 clusters Score -5512729 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -5512878.500000 Penalty: 5354.642090
	Iteration 26Q: 3 clusters Score -5512878 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5513030.500000 Penalty: 5354.642090
	Iteration 27Q: 3 clusters Score -5513030 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5513148.500000 Penalty: 5354.642090
	Iteration 28Q: 3 clusters Score -5513148 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -5513251.000000 Penalty: 5354.642090
	Iteration 29Q: 3 clusters Score -5513251 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5513347.000000 Penalty: 5354.642090
	Iteration 30Q: 3 clusters Score -5513347 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5513433.000000 Penalty: 5354.642090
	Iteration 31Q: 3 clusters Score -5513433 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5513481.000000 Penalty: 5354.642090
	Iteration 32Q: 3 clusters Score -5513481 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5513515.500000 Penalty: 5354.642090
	Iteration 33Q: 3 clusters Score -5513516 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5513552.500000 Penalty: 5354.642090
	Iteration 34Q: 3 clusters Score -5513552 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5513609.000000 Penalty: 5354.642090
	Iteration 35Q: 3 clusters Score -5513609 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5513640.000000 Penalty: 5354.642090
	Iteration 36Q: 3 clusters Score -5513640 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5513679.500000 Penalty: 5354.642090
	Iteration 37Q: 3 clusters Score -5513680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5513700.000000 Penalty: 5354.642090
	Iteration 38Q: 3 clusters Score -5513700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5513711.500000 Penalty: 5354.642090
	Iteration 39Q: 3 clusters Score -5513712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5513728.500000 Penalty: 5354.642090
	Iteration 40F: 3 clusters Score -5513728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5513736.000000 Penalty: 5354.642090
	Iteration 41Q: 3 clusters Score -5513736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5513737.500000 Penalty: 5354.642090
	Iteration 42Q: 3 clusters Score -5513738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5513734.000000 Penalty: 5354.642090
	Iteration 43Q: 3 clusters Score -5513734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5513750.500000 Penalty: 5354.642090
	Iteration 44Q: 3 clusters Score -5513750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5513765.000000 Penalty: 5354.642090
	Iteration 45Q: 3 clusters Score -5513765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5513768.500000 Penalty: 5354.642090
	Iteration 46Q: 3 clusters Score -5513768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5513764.000000 Penalty: 5354.642090
	Iteration 47Q: 3 clusters Score -5513764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5513770.500000 Penalty: 5354.642090
	Iteration 48Q: 3 clusters Score -5513770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5513783.000000 Penalty: 5354.642090
	Iteration 49Q: 3 clusters Score -5513783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5513786.500000 Penalty: 5354.642090
	Iteration 50Q: 3 clusters Score -5513786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5513783.000000 Penalty: 5354.642090
	Iteration 51Q: 3 clusters Score -5513783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5513784.000000 Penalty: 5354.642090
	Iteration 52Q: 3 clusters Score -5513784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5513779.000000 Penalty: 5354.642090
	Iteration 53Q: 3 clusters Score -5513779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5513781.000000 Penalty: 5354.642090
	Iteration 54Q: 3 clusters Score -5513781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5513780.000000 Penalty: 5354.642090
	Iteration 55Q: 3 clusters Score -5513780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5513784.000000 Penalty: 5354.642090
	Iteration 56Q: 3 clusters Score -5513784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5513787.000000 Penalty: 5354.642090
	Iteration 57Q: 3 clusters Score -5513787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5513790.500000 Penalty: 5354.642090
	Iteration 58Q: 3 clusters Score -5513790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5513797.500000 Penalty: 5354.642090
	Iteration 59Q: 3 clusters Score -5513798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5513808.500000 Penalty: 5354.642090
	Iteration 60F: 3 clusters Score -5513808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5513817.000000 Penalty: 5354.642090
	Iteration 61Q: 3 clusters Score -5513817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5513818.000000 Penalty: 5354.642090
	Iteration 62Q: 3 clusters Score -5513818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5513814.000000 Penalty: 5354.642090
	Iteration 63Q: 3 clusters Score -5513814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5513811.000000 Penalty: 5354.642090
	Iteration 64Q: 3 clusters Score -5513811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -5513817.500000 Penalty: 5354.642090
	Iteration 65Q: 3 clusters Score -5513818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5513817.000000 Penalty: 5354.642090
	Iteration 66Q: 3 clusters Score -5513817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5513820.000000 Penalty: 5354.642090
	Iteration 67Q: 3 clusters Score -5513820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5513825.500000 Penalty: 5354.642090
	Iteration 68Q: 3 clusters Score -5513826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5513830.000000 Penalty: 5354.642090
	Iteration 69Q: 3 clusters Score -5513830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5513824.500000 Penalty: 5354.642090
	Iteration 70Q: 3 clusters Score -5513824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5513835.000000 Penalty: 5354.642090
	Iteration 71Q: 3 clusters Score -5513835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -5513833.000000 Penalty: 5354.642090
	Iteration 72Q: 3 clusters Score -5513833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5513834.500000 Penalty: 5354.642090
	Iteration 73Q: 3 clusters Score -5513834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5513841.000000 Penalty: 5354.642090
	Iteration 74Q: 3 clusters Score -5513841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5513843.500000 Penalty: 5354.642090
	Iteration 75Q: 3 clusters Score -5513844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5513845.500000 Penalty: 5354.642090
	Iteration 76Q: 3 clusters Score -5513846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5513845.500000 Penalty: 5354.642090
	Iteration 77F: 3 clusters Score -5513846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -87575.882812 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -87575.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -85733.195312 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -85733.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86269.304688 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -86269.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86529.164062 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -86529.16 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -86819.015625 Penalty: 3420.760254
	Iteration 3F: 3 clusters Score -86819.02 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -87099.585938 Penalty: 3420.760254
	Iteration 4F: 3 clusters Score -87099.59 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -87264.609375 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -87264.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -87428.351562 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -87428.35 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -87573.171875 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -87573.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -87724.734375 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -87724.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -87776.539062 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -87776.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -87798.460938 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -87798.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -87814.210938 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -87814.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -87824.773438 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -87824.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -87843.468750 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -87843.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -87859.593750 Penalty: 3420.760254
	Iteration 14Q: 3 clusters Score -87859.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -87880.382812 Penalty: 3420.760254
	Iteration 15Q: 3 clusters Score -87880.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -87916.218750 Penalty: 3420.760254
	Iteration 16Q: 3 clusters Score -87916.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87951.710938 Penalty: 3420.760254
	Iteration 17Q: 3 clusters Score -87951.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -87980.632812 Penalty: 3420.760254
	Iteration 18Q: 3 clusters Score -87980.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -88039.757812 Penalty: 3420.760254
	Iteration 19Q: 3 clusters Score -88039.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -88126.414062 Penalty: 3420.760254
	Iteration 20F: 3 clusters Score -88126.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -88269.984375 Penalty: 3420.760254
	Iteration 21Q: 3 clusters Score -88269.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -88297.625000 Penalty: 3420.760254
	Iteration 22Q: 3 clusters Score -88297.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88340.476562 Penalty: 3420.760254
	Iteration 23Q: 3 clusters Score -88340.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88345.367188 Penalty: 3420.760254
	Iteration 24Q: 3 clusters Score -88345.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -88346.539062 Penalty: 3420.760254
	Iteration 25Q: 3 clusters Score -88346.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -88347.359375 Penalty: 3420.760254
	Iteration 26Q: 3 clusters Score -88347.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -88347.359375 Penalty: 3420.760254
	Iteration 27F: 3 clusters Score -88347.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169766 members 
Mstep: Class 2 contains 115824 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 48808 members 
Mstep: Class 5 contains 531 members 
Mstep: Class 6 contains 64518 members 
Mstep: Class 7 contains 34888 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189702 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15027 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28352 members 
Mstep: Class 16 contains 91356 members 
Mstep: Class 17 contains 25525 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4785 members 
Mstep: Class 23 contains 21846 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3836 members 
Mstep: Class 28 contains 458 members 
Entering Unmasked Estep 
Score: -98119904.000000 Penalty: 95211.085938
Splitting cluster 5 changes total score from -98120824.000000 to -98119904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (64518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Entering Unmasked Estep 
Score: -7246286.500000 Penalty: 2746.525391
	Iteration 0F: 2 clusters Score -7246286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -7203244.000000 Penalty: 5493.050781
	Iteration 0F: 3 clusters Score -7203244 nChanged 30037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -7219831.000000 Penalty: 5493.050781
	Iteration 1F: 3 clusters Score -7219831 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -7220461.500000 Penalty: 5493.050781
	Iteration 2Q: 3 clusters Score -7220462 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -7221116.000000 Penalty: 5493.050781
	Iteration 3Q: 3 clusters Score -7221116 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -7221794.500000 Penalty: 5493.050781
	Iteration 4Q: 3 clusters Score -7221794 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -7222570.500000 Penalty: 5493.050781
	Iteration 5Q: 3 clusters Score -7222570 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -7223648.000000 Penalty: 5493.050781
	Iteration 6Q: 3 clusters Score -7223648 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -7225314.000000 Penalty: 5493.050781
	Iteration 7Q: 3 clusters Score -7225314 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -7227681.500000 Penalty: 5493.050781
	Iteration 8F: 3 clusters Score -7227682 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -7230775.000000 Penalty: 5493.050781
	Iteration 9F: 3 clusters Score -7230775 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -7233917.500000 Penalty: 5493.050781
	Iteration 10F: 3 clusters Score -7233918 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -7236484.000000 Penalty: 5493.050781
	Iteration 11Q: 3 clusters Score -7236484 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -7238061.500000 Penalty: 5493.050781
	Iteration 12Q: 3 clusters Score -7238062 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -7239064.000000 Penalty: 5493.050781
	Iteration 13Q: 3 clusters Score -7239064 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51589 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -7239616.000000 Penalty: 5493.050781
	Iteration 14Q: 3 clusters Score -7239616 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -7240013.000000 Penalty: 5493.050781
	Iteration 15Q: 3 clusters Score -7240013 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -7240262.000000 Penalty: 5493.050781
	Iteration 16Q: 3 clusters Score -7240262 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -7240535.000000 Penalty: 5493.050781
	Iteration 17Q: 3 clusters Score -7240535 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -7240736.500000 Penalty: 5493.050781
	Iteration 18Q: 3 clusters Score -7240736 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -7240948.000000 Penalty: 5493.050781
	Iteration 19Q: 3 clusters Score -7240948 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -7241105.500000 Penalty: 5493.050781
	Iteration 20F: 3 clusters Score -7241106 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56233 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -7241299.500000 Penalty: 5493.050781
	Iteration 21Q: 3 clusters Score -7241300 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56884 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -7241484.500000 Penalty: 5493.050781
	Iteration 22Q: 3 clusters Score -7241484 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -7241692.500000 Penalty: 5493.050781
	Iteration 23Q: 3 clusters Score -7241692 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -7241949.000000 Penalty: 5493.050781
	Iteration 24Q: 3 clusters Score -7241949 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -7242216.500000 Penalty: 5493.050781
	Iteration 25Q: 3 clusters Score -7242216 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -7242434.500000 Penalty: 5493.050781
	Iteration 26Q: 3 clusters Score -7242434 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -7242702.500000 Penalty: 5493.050781
	Iteration 27Q: 3 clusters Score -7242702 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -7242958.500000 Penalty: 5493.050781
	Iteration 28Q: 3 clusters Score -7242958 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -7243190.000000 Penalty: 5493.050781
	Iteration 29Q: 3 clusters Score -7243190 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -7243391.000000 Penalty: 5493.050781
	Iteration 30Q: 3 clusters Score -7243391 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7243546.000000 Penalty: 5493.050781
	Iteration 31Q: 3 clusters Score -7243546 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62167 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7243640.000000 Penalty: 5493.050781
	Iteration 32Q: 3 clusters Score -7243640 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7243760.000000 Penalty: 5493.050781
	Iteration 33Q: 3 clusters Score -7243760 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62604 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7243833.000000 Penalty: 5493.050781
	Iteration 34Q: 3 clusters Score -7243833 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62760 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7243900.500000 Penalty: 5493.050781
	Iteration 35Q: 3 clusters Score -7243900 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62892 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7243950.500000 Penalty: 5493.050781
	Iteration 36Q: 3 clusters Score -7243950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7243988.500000 Penalty: 5493.050781
	Iteration 37Q: 3 clusters Score -7243988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63055 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7243993.500000 Penalty: 5493.050781
	Iteration 38Q: 3 clusters Score -7243994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7244016.500000 Penalty: 5493.050781
	Iteration 39Q: 3 clusters Score -7244016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63152 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7244041.000000 Penalty: 5493.050781
	Iteration 40F: 3 clusters Score -7244041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7244058.500000 Penalty: 5493.050781
	Iteration 41Q: 3 clusters Score -7244058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7244077.500000 Penalty: 5493.050781
	Iteration 42Q: 3 clusters Score -7244078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7244101.000000 Penalty: 5493.050781
	Iteration 43Q: 3 clusters Score -7244101 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7244112.000000 Penalty: 5493.050781
	Iteration 44Q: 3 clusters Score -7244112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63340 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7244126.500000 Penalty: 5493.050781
	Iteration 45Q: 3 clusters Score -7244126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7244155.000000 Penalty: 5493.050781
	Iteration 46Q: 3 clusters Score -7244155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7244158.500000 Penalty: 5493.050781
	Iteration 47Q: 3 clusters Score -7244158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7244163.500000 Penalty: 5493.050781
	Iteration 48Q: 3 clusters Score -7244164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63420 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7244173.500000 Penalty: 5493.050781
	Iteration 49Q: 3 clusters Score -7244174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7244169.500000 Penalty: 5493.050781
	Iteration 50Q: 3 clusters Score -7244170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63433 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7244175.000000 Penalty: 5493.050781
	Iteration 51Q: 3 clusters Score -7244175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63435 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7244173.000000 Penalty: 5493.050781
	Iteration 52Q: 3 clusters Score -7244173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7244170.000000 Penalty: 5493.050781
	Iteration 53Q: 3 clusters Score -7244170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7244171.500000 Penalty: 5493.050781
	Iteration 54Q: 3 clusters Score -7244172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63441 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7244179.500000 Penalty: 5493.050781
	Iteration 55Q: 3 clusters Score -7244180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7244189.000000 Penalty: 5493.050781
	Iteration 56Q: 3 clusters Score -7244189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7244190.000000 Penalty: 5493.050781
	Iteration 57Q: 3 clusters Score -7244190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7244189.500000 Penalty: 5493.050781
	Iteration 58Q: 3 clusters Score -7244190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63454 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7244185.000000 Penalty: 5493.050781
	Iteration 59Q: 3 clusters Score -7244185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7244180.500000 Penalty: 5493.050781
	Iteration 60F: 3 clusters Score -7244180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63456 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7244178.000000 Penalty: 5493.050781
	Iteration 61Q: 3 clusters Score -7244178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7244181.500000 Penalty: 5493.050781
	Iteration 62Q: 3 clusters Score -7244182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63458 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7244185.000000 Penalty: 5493.050781
	Iteration 63Q: 3 clusters Score -7244185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63459 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7244182.500000 Penalty: 5493.050781
	Iteration 64Q: 3 clusters Score -7244182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63460 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7244185.500000 Penalty: 5493.050781
	Iteration 65Q: 3 clusters Score -7244186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63461 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7244180.500000 Penalty: 5493.050781
	Iteration 66Q: 3 clusters Score -7244180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7244180.500000 Penalty: 5493.050781
	Iteration 67Q: 3 clusters Score -7244180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7244179.500000 Penalty: 5493.050781
	Iteration 68Q: 3 clusters Score -7244180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7244177.000000 Penalty: 5493.050781
	Iteration 69Q: 3 clusters Score -7244177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7244177.000000 Penalty: 5493.050781
	Iteration 70F: 3 clusters Score -7244177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Entering Unmasked Estep 
Score: -3955397.000000 Penalty: 2594.054688
	Iteration 0F: 2 clusters Score -3955397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -3931698.750000 Penalty: 5188.109375
	Iteration 0F: 3 clusters Score -3931699 nChanged 15768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3940101.000000 Penalty: 5188.109375
	Iteration 1F: 3 clusters Score -3940101 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3940584.500000 Penalty: 5188.109375
	Iteration 2Q: 3 clusters Score -3940584 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3941041.500000 Penalty: 5188.109375
	Iteration 3Q: 3 clusters Score -3941042 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3941594.250000 Penalty: 5188.109375
	Iteration 4Q: 3 clusters Score -3941594 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -3942177.500000 Penalty: 5188.109375
	Iteration 5Q: 3 clusters Score -3942178 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -3942896.250000 Penalty: 5188.109375
	Iteration 6Q: 3 clusters Score -3942896 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -3943744.750000 Penalty: 5188.109375
	Iteration 7Q: 3 clusters Score -3943745 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3944831.500000 Penalty: 5188.109375
	Iteration 8F: 3 clusters Score -3944832 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -3946126.250000 Penalty: 5188.109375
	Iteration 9F: 3 clusters Score -3946126 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -3947663.750000 Penalty: 5188.109375
	Iteration 10F: 3 clusters Score -3947664 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3948826.000000 Penalty: 5188.109375
	Iteration 11F: 3 clusters Score -3948826 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3949369.000000 Penalty: 5188.109375
	Iteration 12Q: 3 clusters Score -3949369 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -3949597.750000 Penalty: 5188.109375
	Iteration 13Q: 3 clusters Score -3949598 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3949709.000000 Penalty: 5188.109375
	Iteration 14Q: 3 clusters Score -3949709 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -3949782.250000 Penalty: 5188.109375
	Iteration 15Q: 3 clusters Score -3949782 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -3949841.750000 Penalty: 5188.109375
	Iteration 16Q: 3 clusters Score -3949842 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -3949881.500000 Penalty: 5188.109375
	Iteration 17Q: 3 clusters Score -3949882 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -3949920.500000 Penalty: 5188.109375
	Iteration 18Q: 3 clusters Score -3949920 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3949949.250000 Penalty: 5188.109375
	Iteration 19Q: 3 clusters Score -3949949 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3949977.500000 Penalty: 5188.109375
	Iteration 20F: 3 clusters Score -3949978 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -3950009.000000 Penalty: 5188.109375
	Iteration 21Q: 3 clusters Score -3950009 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3950026.500000 Penalty: 5188.109375
	Iteration 22Q: 3 clusters Score -3950026 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3950048.000000 Penalty: 5188.109375
	Iteration 23Q: 3 clusters Score -3950048 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3950073.250000 Penalty: 5188.109375
	Iteration 24Q: 3 clusters Score -3950073 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3950088.500000 Penalty: 5188.109375
	Iteration 25Q: 3 clusters Score -3950088 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -3950116.000000 Penalty: 5188.109375
	Iteration 26Q: 3 clusters Score -3950116 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -3950137.750000 Penalty: 5188.109375
	Iteration 27Q: 3 clusters Score -3950138 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -3950164.250000 Penalty: 5188.109375
	Iteration 28Q: 3 clusters Score -3950164 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -3950188.250000 Penalty: 5188.109375
	Iteration 29Q: 3 clusters Score -3950188 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -3950202.000000 Penalty: 5188.109375
	Iteration 30Q: 3 clusters Score -3950202 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3950232.750000 Penalty: 5188.109375
	Iteration 31Q: 3 clusters Score -3950233 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -3950249.000000 Penalty: 5188.109375
	Iteration 32Q: 3 clusters Score -3950249 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3950261.500000 Penalty: 5188.109375
	Iteration 33Q: 3 clusters Score -3950262 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3950281.000000 Penalty: 5188.109375
	Iteration 34Q: 3 clusters Score -3950281 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -3950289.000000 Penalty: 5188.109375
	Iteration 35Q: 3 clusters Score -3950289 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3950307.500000 Penalty: 5188.109375
	Iteration 36Q: 3 clusters Score -3950308 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -3950332.250000 Penalty: 5188.109375
	Iteration 37Q: 3 clusters Score -3950332 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -3950365.500000 Penalty: 5188.109375
	Iteration 38Q: 3 clusters Score -3950366 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -3950377.500000 Penalty: 5188.109375
	Iteration 39Q: 3 clusters Score -3950378 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3950414.250000 Penalty: 5188.109375
	Iteration 40F: 3 clusters Score -3950414 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3950443.250000 Penalty: 5188.109375
	Iteration 41Q: 3 clusters Score -3950443 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3950479.750000 Penalty: 5188.109375
	Iteration 42Q: 3 clusters Score -3950480 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3950484.500000 Penalty: 5188.109375
	Iteration 43Q: 3 clusters Score -3950484 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -3950525.000000 Penalty: 5188.109375
	Iteration 44Q: 3 clusters Score -3950525 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -3950579.250000 Penalty: 5188.109375
	Iteration 45Q: 3 clusters Score -3950579 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -3950630.250000 Penalty: 5188.109375
	Iteration 46Q: 3 clusters Score -3950630 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3950666.750000 Penalty: 5188.109375
	Iteration 47Q: 3 clusters Score -3950667 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3950701.750000 Penalty: 5188.109375
	Iteration 48Q: 3 clusters Score -3950702 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -3950743.750000 Penalty: 5188.109375
	Iteration 49Q: 3 clusters Score -3950744 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3950800.500000 Penalty: 5188.109375
	Iteration 50Q: 3 clusters Score -3950800 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -3950831.500000 Penalty: 5188.109375
	Iteration 51Q: 3 clusters Score -3950832 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -3950882.750000 Penalty: 5188.109375
	Iteration 52Q: 3 clusters Score -3950883 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3950930.000000 Penalty: 5188.109375
	Iteration 53Q: 3 clusters Score -3950930 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -3951004.500000 Penalty: 5188.109375
	Iteration 54Q: 3 clusters Score -3951004 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3951097.500000 Penalty: 5188.109375
	Iteration 55Q: 3 clusters Score -3951098 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -3951186.500000 Penalty: 5188.109375
	Iteration 56Q: 3 clusters Score -3951186 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3951282.500000 Penalty: 5188.109375
	Iteration 57Q: 3 clusters Score -3951282 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -3951367.750000 Penalty: 5188.109375
	Iteration 58Q: 3 clusters Score -3951368 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -3951474.000000 Penalty: 5188.109375
	Iteration 59Q: 3 clusters Score -3951474 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -3951549.750000 Penalty: 5188.109375
	Iteration 60F: 3 clusters Score -3951550 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -3951621.500000 Penalty: 5188.109375
	Iteration 61Q: 3 clusters Score -3951622 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -3951712.000000 Penalty: 5188.109375
	Iteration 62Q: 3 clusters Score -3951712 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -3951797.500000 Penalty: 5188.109375
	Iteration 63Q: 3 clusters Score -3951798 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3951859.750000 Penalty: 5188.109375
	Iteration 64Q: 3 clusters Score -3951860 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -3951957.000000 Penalty: 5188.109375
	Iteration 65Q: 3 clusters Score -3951957 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3952039.250000 Penalty: 5188.109375
	Iteration 66Q: 3 clusters Score -3952039 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -3952111.500000 Penalty: 5188.109375
	Iteration 67Q: 3 clusters Score -3952112 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3952176.750000 Penalty: 5188.109375
	Iteration 68Q: 3 clusters Score -3952177 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3952246.750000 Penalty: 5188.109375
	Iteration 69Q: 3 clusters Score -3952247 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3952312.250000 Penalty: 5188.109375
	Iteration 70Q: 3 clusters Score -3952312 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3952398.750000 Penalty: 5188.109375
	Iteration 71Q: 3 clusters Score -3952399 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3952441.750000 Penalty: 5188.109375
	Iteration 72Q: 3 clusters Score -3952442 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3952495.250000 Penalty: 5188.109375
	Iteration 73Q: 3 clusters Score -3952495 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3952555.500000 Penalty: 5188.109375
	Iteration 74Q: 3 clusters Score -3952556 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3952608.750000 Penalty: 5188.109375
	Iteration 75Q: 3 clusters Score -3952609 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3952655.750000 Penalty: 5188.109375
	Iteration 76Q: 3 clusters Score -3952656 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3952692.750000 Penalty: 5188.109375
	Iteration 77Q: 3 clusters Score -3952693 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3952728.500000 Penalty: 5188.109375
	Iteration 78Q: 3 clusters Score -3952728 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3952755.000000 Penalty: 5188.109375
	Iteration 79Q: 3 clusters Score -3952755 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3952781.250000 Penalty: 5188.109375
	Iteration 80F: 3 clusters Score -3952781 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3952812.000000 Penalty: 5188.109375
	Iteration 81Q: 3 clusters Score -3952812 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3952828.750000 Penalty: 5188.109375
	Iteration 82Q: 3 clusters Score -3952829 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3952861.250000 Penalty: 5188.109375
	Iteration 83Q: 3 clusters Score -3952861 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3952870.250000 Penalty: 5188.109375
	Iteration 84Q: 3 clusters Score -3952870 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3952894.750000 Penalty: 5188.109375
	Iteration 85Q: 3 clusters Score -3952895 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3952907.750000 Penalty: 5188.109375
	Iteration 86Q: 3 clusters Score -3952908 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3952937.750000 Penalty: 5188.109375
	Iteration 87Q: 3 clusters Score -3952938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3952940.750000 Penalty: 5188.109375
	Iteration 88Q: 3 clusters Score -3952941 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3952951.250000 Penalty: 5188.109375
	Iteration 89Q: 3 clusters Score -3952951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3952958.750000 Penalty: 5188.109375
	Iteration 90Q: 3 clusters Score -3952959 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3952970.250000 Penalty: 5188.109375
	Iteration 91Q: 3 clusters Score -3952970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3952970.750000 Penalty: 5188.109375
	Iteration 92Q: 3 clusters Score -3952971 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3952999.500000 Penalty: 5188.109375
	Iteration 93Q: 3 clusters Score -3953000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3953002.000000 Penalty: 5188.109375
	Iteration 94Q: 3 clusters Score -3953002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3953009.000000 Penalty: 5188.109375
	Iteration 95Q: 3 clusters Score -3953009 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3953029.250000 Penalty: 5188.109375
	Iteration 96Q: 3 clusters Score -3953029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3953037.250000 Penalty: 5188.109375
	Iteration 97Q: 3 clusters Score -3953037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3953042.750000 Penalty: 5188.109375
	Iteration 98Q: 3 clusters Score -3953043 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3953056.000000 Penalty: 5188.109375
	Iteration 99Q: 3 clusters Score -3953056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3953064.750000 Penalty: 5188.109375
	Iteration 100F: 3 clusters Score -3953065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3953067.000000 Penalty: 5188.109375
	Iteration 101Q: 3 clusters Score -3953067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3953070.750000 Penalty: 5188.109375
	Iteration 102Q: 3 clusters Score -3953071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3953083.250000 Penalty: 5188.109375
	Iteration 103Q: 3 clusters Score -3953083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3953083.250000 Penalty: 5188.109375
	Iteration 104Q: 3 clusters Score -3953083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3953080.250000 Penalty: 5188.109375
	Iteration 105Q: 3 clusters Score -3953080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3953090.500000 Penalty: 5188.109375
	Iteration 106Q: 3 clusters Score -3953090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3953087.500000 Penalty: 5188.109375
	Iteration 107Q: 3 clusters Score -3953088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3953092.750000 Penalty: 5188.109375
	Iteration 108Q: 3 clusters Score -3953093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3953098.250000 Penalty: 5188.109375
	Iteration 109Q: 3 clusters Score -3953098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3953101.250000 Penalty: 5188.109375
	Iteration 110Q: 3 clusters Score -3953101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3953108.000000 Penalty: 5188.109375
	Iteration 111Q: 3 clusters Score -3953108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3953112.500000 Penalty: 5188.109375
	Iteration 112Q: 3 clusters Score -3953112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3953111.750000 Penalty: 5188.109375
	Iteration 113Q: 3 clusters Score -3953112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3953112.250000 Penalty: 5188.109375
	Iteration 114Q: 3 clusters Score -3953112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3953114.000000 Penalty: 5188.109375
	Iteration 115Q: 3 clusters Score -3953114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3953112.250000 Penalty: 5188.109375
	Iteration 116Q: 3 clusters Score -3953112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3953116.000000 Penalty: 5188.109375
	Iteration 117Q: 3 clusters Score -3953116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3953114.750000 Penalty: 5188.109375
	Iteration 118Q: 3 clusters Score -3953115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3953116.750000 Penalty: 5188.109375
	Iteration 119Q: 3 clusters Score -3953117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3953118.750000 Penalty: 5188.109375
	Iteration 120F: 3 clusters Score -3953119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3953118.000000 Penalty: 5188.109375
	Iteration 121Q: 3 clusters Score -3953118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3953117.750000 Penalty: 5188.109375
	Iteration 122Q: 3 clusters Score -3953118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3953119.750000 Penalty: 5188.109375
	Iteration 123Q: 3 clusters Score -3953120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3953119.750000 Penalty: 5188.109375
	Iteration 124F: 3 clusters Score -3953120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Entering Unmasked Estep 
Score: -569212.937500 Penalty: 2115.956299
	Iteration 0F: 2 clusters Score -569212.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -564689.750000 Penalty: 4231.912598
	Iteration 0F: 3 clusters Score -564689.8 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -565847.187500 Penalty: 4231.912598
	Iteration 1F: 3 clusters Score -565847.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -566109.062500 Penalty: 4231.912598
	Iteration 2F: 3 clusters Score -566109.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -566294.250000 Penalty: 4231.912598
	Iteration 3F: 3 clusters Score -566294.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -566403.125000 Penalty: 4231.912598
	Iteration 4Q: 3 clusters Score -566403.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -566491.125000 Penalty: 4231.912598
	Iteration 5Q: 3 clusters Score -566491.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -566577.812500 Penalty: 4231.912598
	Iteration 6Q: 3 clusters Score -566577.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -566665.937500 Penalty: 4231.912598
	Iteration 7Q: 3 clusters Score -566665.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -566742.437500 Penalty: 4231.912598
	Iteration 8Q: 3 clusters Score -566742.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -566811.812500 Penalty: 4231.912598
	Iteration 9Q: 3 clusters Score -566811.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -566880.687500 Penalty: 4231.912598
	Iteration 10Q: 3 clusters Score -566880.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -566950.937500 Penalty: 4231.912598
	Iteration 11Q: 3 clusters Score -566950.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -567036.687500 Penalty: 4231.912598
	Iteration 12Q: 3 clusters Score -567036.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -567112.250000 Penalty: 4231.912598
	Iteration 13Q: 3 clusters Score -567112.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -567172.500000 Penalty: 4231.912598
	Iteration 14Q: 3 clusters Score -567172.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -567222.937500 Penalty: 4231.912598
	Iteration 15Q: 3 clusters Score -567222.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -567264.125000 Penalty: 4231.912598
	Iteration 16Q: 3 clusters Score -567264.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -567313.812500 Penalty: 4231.912598
	Iteration 17Q: 3 clusters Score -567313.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -567357.437500 Penalty: 4231.912598
	Iteration 18Q: 3 clusters Score -567357.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -567398.875000 Penalty: 4231.912598
	Iteration 19Q: 3 clusters Score -567398.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -567429.625000 Penalty: 4231.912598
	Iteration 20F: 3 clusters Score -567429.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -567453.750000 Penalty: 4231.912598
	Iteration 21Q: 3 clusters Score -567453.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -567473.000000 Penalty: 4231.912598
	Iteration 22Q: 3 clusters Score -567473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -567489.500000 Penalty: 4231.912598
	Iteration 23Q: 3 clusters Score -567489.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -567502.437500 Penalty: 4231.912598
	Iteration 24Q: 3 clusters Score -567502.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -567511.750000 Penalty: 4231.912598
	Iteration 25Q: 3 clusters Score -567511.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -567520.500000 Penalty: 4231.912598
	Iteration 26Q: 3 clusters Score -567520.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -567528.625000 Penalty: 4231.912598
	Iteration 27Q: 3 clusters Score -567528.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -567539.250000 Penalty: 4231.912598
	Iteration 28Q: 3 clusters Score -567539.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -567546.937500 Penalty: 4231.912598
	Iteration 29Q: 3 clusters Score -567546.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -567550.625000 Penalty: 4231.912598
	Iteration 30Q: 3 clusters Score -567550.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -567555.000000 Penalty: 4231.912598
	Iteration 31Q: 3 clusters Score -567555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -567558.250000 Penalty: 4231.912598
	Iteration 32Q: 3 clusters Score -567558.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -567561.000000 Penalty: 4231.912598
	Iteration 33Q: 3 clusters Score -567561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -567563.500000 Penalty: 4231.912598
	Iteration 34Q: 3 clusters Score -567563.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -567565.312500 Penalty: 4231.912598
	Iteration 35Q: 3 clusters Score -567565.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -567566.375000 Penalty: 4231.912598
	Iteration 36Q: 3 clusters Score -567566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -567569.437500 Penalty: 4231.912598
	Iteration 37Q: 3 clusters Score -567569.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -567570.375000 Penalty: 4231.912598
	Iteration 38Q: 3 clusters Score -567570.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -567571.687500 Penalty: 4231.912598
	Iteration 39Q: 3 clusters Score -567571.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -567571.687500 Penalty: 4231.912598
	Iteration 40F: 3 clusters Score -567571.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -468912.437500 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -468912.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -464715.031250 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -464715 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -465657.156250 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -465657.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -465876.968750 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -465877 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -466068.843750 Penalty: 4161.685547
	Iteration 3F: 3 clusters Score -466068.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -466256.406250 Penalty: 4161.685547
	Iteration 4Q: 3 clusters Score -466256.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -466434.218750 Penalty: 4161.685547
	Iteration 5Q: 3 clusters Score -466434.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -466593.281250 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -466593.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -466726.156250 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -466726.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -466854.000000 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -466854 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -466975.343750 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -466975.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -467088.656250 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -467088.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -467181.156250 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -467181.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -467269.781250 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -467269.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -467347.875000 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -467347.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -467395.218750 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -467395.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -467430.093750 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -467430.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -467466.375000 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -467466.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -467490.375000 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -467490.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -467527.281250 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -467527.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -467558.437500 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -467558.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -467584.812500 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -467584.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -467603.218750 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -467603.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -467615.187500 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -467615.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -467623.562500 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -467623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -467627.093750 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -467627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -467633.500000 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -467633.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -467635.343750 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -467635.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -467637.156250 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -467637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -467641.562500 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -467641.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -467642.968750 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -467643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -467645.312500 Penalty: 4161.685547
	Iteration 30Q: 3 clusters Score -467645.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -467648.031250 Penalty: 4161.685547
	Iteration 31Q: 3 clusters Score -467648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -467648.031250 Penalty: 4161.685547
	Iteration 32F: 3 clusters Score -467648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (189702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189702 members 
Entering Unmasked Estep 
Score: -21051372.000000 Penalty: 3013.996094
	Iteration 0F: 2 clusters Score -2.105137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Mstep: Class 2 contains 95113 members 
Entering Unmasked Estep 
Score: -20927560.000000 Penalty: 6027.992188
	Iteration 0F: 3 clusters Score -2.092756e+07 nChanged 91078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90059 members 
Mstep: Class 2 contains 99643 members 
Entering Unmasked Estep 
Score: -20981330.000000 Penalty: 6027.992188
	Iteration 1F: 3 clusters Score -2.098133e+07 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 101916 members 
Entering Unmasked Estep 
Score: -20983178.000000 Penalty: 6027.992188
	Iteration 2Q: 3 clusters Score -2.098318e+07 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84489 members 
Mstep: Class 2 contains 105213 members 
Entering Unmasked Estep 
Score: -20986356.000000 Penalty: 6027.992188
	Iteration 3Q: 3 clusters Score -2.098636e+07 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 109825 members 
Entering Unmasked Estep 
Score: -20991458.000000 Penalty: 6027.992188
	Iteration 4Q: 3 clusters Score -2.099146e+07 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74295 members 
Mstep: Class 2 contains 115407 members 
Entering Unmasked Estep 
Score: -20998636.000000 Penalty: 6027.992188
	Iteration 5F: 3 clusters Score -2.099864e+07 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 121227 members 
Entering Unmasked Estep 
Score: -21007390.000000 Penalty: 6027.992188
	Iteration 6F: 3 clusters Score -2.100739e+07 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63357 members 
Mstep: Class 2 contains 126345 members 
Entering Unmasked Estep 
Score: -21016870.000000 Penalty: 6027.992188
	Iteration 7F: 3 clusters Score -2.101687e+07 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59857 members 
Mstep: Class 2 contains 129845 members 
Entering Unmasked Estep 
Score: -21025084.000000 Penalty: 6027.992188
	Iteration 8F: 3 clusters Score -2.102508e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 131694 members 
Entering Unmasked Estep 
Score: -21030580.000000 Penalty: 6027.992188
	Iteration 9F: 3 clusters Score -2.103058e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 132570 members 
Entering Unmasked Estep 
Score: -21033470.000000 Penalty: 6027.992188
	Iteration 10Q: 3 clusters Score -2.103347e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56418 members 
Mstep: Class 2 contains 133284 members 
Entering Unmasked Estep 
Score: -21034924.000000 Penalty: 6027.992188
	Iteration 11Q: 3 clusters Score -2.103492e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 133984 members 
Entering Unmasked Estep 
Score: -21035828.000000 Penalty: 6027.992188
	Iteration 12Q: 3 clusters Score -2.103583e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 134698 members 
Entering Unmasked Estep 
Score: -21036500.000000 Penalty: 6027.992188
	Iteration 13Q: 3 clusters Score -2.10365e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 135405 members 
Entering Unmasked Estep 
Score: -21037098.000000 Penalty: 6027.992188
	Iteration 14Q: 3 clusters Score -2.10371e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 136064 members 
Entering Unmasked Estep 
Score: -21037622.000000 Penalty: 6027.992188
	Iteration 15Q: 3 clusters Score -2.103762e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 136625 members 
Entering Unmasked Estep 
Score: -21038230.000000 Penalty: 6027.992188
	Iteration 16Q: 3 clusters Score -2.103823e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 137064 members 
Entering Unmasked Estep 
Score: -21038830.000000 Penalty: 6027.992188
	Iteration 17Q: 3 clusters Score -2.103883e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 137410 members 
Entering Unmasked Estep 
Score: -21039380.000000 Penalty: 6027.992188
	Iteration 18Q: 3 clusters Score -2.103938e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 137790 members 
Entering Unmasked Estep 
Score: -21039846.000000 Penalty: 6027.992188
	Iteration 19Q: 3 clusters Score -2.103985e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 138270 members 
Entering Unmasked Estep 
Score: -21040370.000000 Penalty: 6027.992188
	Iteration 20F: 3 clusters Score -2.104037e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 138768 members 
Entering Unmasked Estep 
Score: -21040724.000000 Penalty: 6027.992188
	Iteration 21Q: 3 clusters Score -2.104072e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 139294 members 
Entering Unmasked Estep 
Score: -21041044.000000 Penalty: 6027.992188
	Iteration 22Q: 3 clusters Score -2.104104e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 139876 members 
Entering Unmasked Estep 
Score: -21041408.000000 Penalty: 6027.992188
	Iteration 23Q: 3 clusters Score -2.104141e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 140506 members 
Entering Unmasked Estep 
Score: -21041674.000000 Penalty: 6027.992188
	Iteration 24Q: 3 clusters Score -2.104167e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 141216 members 
Entering Unmasked Estep 
Score: -21041986.000000 Penalty: 6027.992188
	Iteration 25Q: 3 clusters Score -2.104199e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 141957 members 
Entering Unmasked Estep 
Score: -21042178.000000 Penalty: 6027.992188
	Iteration 26Q: 3 clusters Score -2.104218e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 142657 members 
Entering Unmasked Estep 
Score: -21042294.000000 Penalty: 6027.992188
	Iteration 27Q: 3 clusters Score -2.104229e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 143387 members 
Entering Unmasked Estep 
Score: -21042396.000000 Penalty: 6027.992188
	Iteration 28Q: 3 clusters Score -2.10424e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 144148 members 
Entering Unmasked Estep 
Score: -21042412.000000 Penalty: 6027.992188
	Iteration 29Q: 3 clusters Score -2.104241e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 144904 members 
Entering Unmasked Estep 
Score: -21042478.000000 Penalty: 6027.992188
	Iteration 30Q: 3 clusters Score -2.104248e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 145734 members 
Entering Unmasked Estep 
Score: -21042596.000000 Penalty: 6027.992188
	Iteration 31Q: 3 clusters Score -2.10426e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 146484 members 
Entering Unmasked Estep 
Score: -21042676.000000 Penalty: 6027.992188
	Iteration 32Q: 3 clusters Score -2.104268e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 147202 members 
Entering Unmasked Estep 
Score: -21042786.000000 Penalty: 6027.992188
	Iteration 33Q: 3 clusters Score -2.104279e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 147866 members 
Entering Unmasked Estep 
Score: -21042866.000000 Penalty: 6027.992188
	Iteration 34Q: 3 clusters Score -2.104287e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 148486 members 
Entering Unmasked Estep 
Score: -21042944.000000 Penalty: 6027.992188
	Iteration 35Q: 3 clusters Score -2.104294e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 149086 members 
Entering Unmasked Estep 
Score: -21042962.000000 Penalty: 6027.992188
	Iteration 36Q: 3 clusters Score -2.104296e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 149678 members 
Entering Unmasked Estep 
Score: -21043036.000000 Penalty: 6027.992188
	Iteration 37Q: 3 clusters Score -2.104304e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 150189 members 
Entering Unmasked Estep 
Score: -21043142.000000 Penalty: 6027.992188
	Iteration 38Q: 3 clusters Score -2.104314e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 150681 members 
Entering Unmasked Estep 
Score: -21043128.000000 Penalty: 6027.992188
	Iteration 39Q: 3 clusters Score -2.104313e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 151160 members 
Entering Unmasked Estep 
Score: -21043220.000000 Penalty: 6027.992188
	Iteration 40F: 3 clusters Score -2.104322e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 151620 members 
Entering Unmasked Estep 
Score: -21043304.000000 Penalty: 6027.992188
	Iteration 41Q: 3 clusters Score -2.10433e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 152045 members 
Entering Unmasked Estep 
Score: -21043374.000000 Penalty: 6027.992188
	Iteration 42Q: 3 clusters Score -2.104337e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 152510 members 
Entering Unmasked Estep 
Score: -21043398.000000 Penalty: 6027.992188
	Iteration 43Q: 3 clusters Score -2.10434e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 152967 members 
Entering Unmasked Estep 
Score: -21043526.000000 Penalty: 6027.992188
	Iteration 44Q: 3 clusters Score -2.104353e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 153408 members 
Entering Unmasked Estep 
Score: -21043590.000000 Penalty: 6027.992188
	Iteration 45Q: 3 clusters Score -2.104359e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 153818 members 
Entering Unmasked Estep 
Score: -21043572.000000 Penalty: 6027.992188
	Iteration 46Q: 3 clusters Score -2.104357e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 154190 members 
Entering Unmasked Estep 
Score: -21043648.000000 Penalty: 6027.992188
	Iteration 47Q: 3 clusters Score -2.104365e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 154571 members 
Entering Unmasked Estep 
Score: -21043632.000000 Penalty: 6027.992188
	Iteration 48Q: 3 clusters Score -2.104363e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 154928 members 
Entering Unmasked Estep 
Score: -21043654.000000 Penalty: 6027.992188
	Iteration 49Q: 3 clusters Score -2.104365e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 155278 members 
Entering Unmasked Estep 
Score: -21043650.000000 Penalty: 6027.992188
	Iteration 50Q: 3 clusters Score -2.104365e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 155598 members 
Entering Unmasked Estep 
Score: -21043648.000000 Penalty: 6027.992188
	Iteration 51Q: 3 clusters Score -2.104365e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 155937 members 
Entering Unmasked Estep 
Score: -21043626.000000 Penalty: 6027.992188
	Iteration 52Q: 3 clusters Score -2.104363e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 156225 members 
Entering Unmasked Estep 
Score: -21043668.000000 Penalty: 6027.992188
	Iteration 53Q: 3 clusters Score -2.104367e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 156494 members 
Entering Unmasked Estep 
Score: -21043724.000000 Penalty: 6027.992188
	Iteration 54Q: 3 clusters Score -2.104372e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 156748 members 
Entering Unmasked Estep 
Score: -21043774.000000 Penalty: 6027.992188
	Iteration 55Q: 3 clusters Score -2.104377e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 156994 members 
Entering Unmasked Estep 
Score: -21043776.000000 Penalty: 6027.992188
	Iteration 56Q: 3 clusters Score -2.104378e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 157222 members 
Entering Unmasked Estep 
Score: -21043784.000000 Penalty: 6027.992188
	Iteration 57Q: 3 clusters Score -2.104378e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 157424 members 
Entering Unmasked Estep 
Score: -21043802.000000 Penalty: 6027.992188
	Iteration 58Q: 3 clusters Score -2.10438e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 157625 members 
Entering Unmasked Estep 
Score: -21043838.000000 Penalty: 6027.992188
	Iteration 59Q: 3 clusters Score -2.104384e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 157828 members 
Entering Unmasked Estep 
Score: -21043862.000000 Penalty: 6027.992188
	Iteration 60F: 3 clusters Score -2.104386e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 158049 members 
Entering Unmasked Estep 
Score: -21043862.000000 Penalty: 6027.992188
	Iteration 61Q: 3 clusters Score -2.104386e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 158270 members 
Entering Unmasked Estep 
Score: -21043908.000000 Penalty: 6027.992188
	Iteration 62Q: 3 clusters Score -2.104391e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 158528 members 
Entering Unmasked Estep 
Score: -21043914.000000 Penalty: 6027.992188
	Iteration 63Q: 3 clusters Score -2.104391e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 158752 members 
Entering Unmasked Estep 
Score: -21043914.000000 Penalty: 6027.992188
	Iteration 64Q: 3 clusters Score -2.104391e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 158978 members 
Entering Unmasked Estep 
Score: -21043934.000000 Penalty: 6027.992188
	Iteration 65Q: 3 clusters Score -2.104393e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 159203 members 
Entering Unmasked Estep 
Score: -21043926.000000 Penalty: 6027.992188
	Iteration 66Q: 3 clusters Score -2.104393e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 159433 members 
Entering Unmasked Estep 
Score: -21043940.000000 Penalty: 6027.992188
	Iteration 67Q: 3 clusters Score -2.104394e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 159637 members 
Entering Unmasked Estep 
Score: -21043956.000000 Penalty: 6027.992188
	Iteration 68Q: 3 clusters Score -2.104396e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 159841 members 
Entering Unmasked Estep 
Score: -21044012.000000 Penalty: 6027.992188
	Iteration 69Q: 3 clusters Score -2.104401e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 160049 members 
Entering Unmasked Estep 
Score: -21044096.000000 Penalty: 6027.992188
	Iteration 70Q: 3 clusters Score -2.10441e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 160271 members 
Entering Unmasked Estep 
Score: -21044132.000000 Penalty: 6027.992188
	Iteration 71Q: 3 clusters Score -2.104413e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 160506 members 
Entering Unmasked Estep 
Score: -21044134.000000 Penalty: 6027.992188
	Iteration 72Q: 3 clusters Score -2.104413e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 160723 members 
Entering Unmasked Estep 
Score: -21044156.000000 Penalty: 6027.992188
	Iteration 73Q: 3 clusters Score -2.104416e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 160928 members 
Entering Unmasked Estep 
Score: -21044172.000000 Penalty: 6027.992188
	Iteration 74Q: 3 clusters Score -2.104417e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 161118 members 
Entering Unmasked Estep 
Score: -21044174.000000 Penalty: 6027.992188
	Iteration 75Q: 3 clusters Score -2.104417e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 161328 members 
Entering Unmasked Estep 
Score: -21044182.000000 Penalty: 6027.992188
	Iteration 76Q: 3 clusters Score -2.104418e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 161519 members 
Entering Unmasked Estep 
Score: -21044214.000000 Penalty: 6027.992188
	Iteration 77Q: 3 clusters Score -2.104421e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 161702 members 
Entering Unmasked Estep 
Score: -21044182.000000 Penalty: 6027.992188
	Iteration 78Q: 3 clusters Score -2.104418e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 161901 members 
Entering Unmasked Estep 
Score: -21044220.000000 Penalty: 6027.992188
	Iteration 79Q: 3 clusters Score -2.104422e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 162090 members 
Entering Unmasked Estep 
Score: -21044192.000000 Penalty: 6027.992188
	Iteration 80F: 3 clusters Score -2.104419e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 162294 members 
Entering Unmasked Estep 
Score: -21044204.000000 Penalty: 6027.992188
	Iteration 81Q: 3 clusters Score -2.10442e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 162471 members 
Entering Unmasked Estep 
Score: -21044258.000000 Penalty: 6027.992188
	Iteration 82Q: 3 clusters Score -2.104426e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 162660 members 
Entering Unmasked Estep 
Score: -21044250.000000 Penalty: 6027.992188
	Iteration 83Q: 3 clusters Score -2.104425e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 162832 members 
Entering Unmasked Estep 
Score: -21044232.000000 Penalty: 6027.992188
	Iteration 84Q: 3 clusters Score -2.104423e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 163024 members 
Entering Unmasked Estep 
Score: -21044262.000000 Penalty: 6027.992188
	Iteration 85Q: 3 clusters Score -2.104426e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 163232 members 
Entering Unmasked Estep 
Score: -21044288.000000 Penalty: 6027.992188
	Iteration 86Q: 3 clusters Score -2.104429e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 163473 members 
Entering Unmasked Estep 
Score: -21044262.000000 Penalty: 6027.992188
	Iteration 87Q: 3 clusters Score -2.104426e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 163721 members 
Entering Unmasked Estep 
Score: -21044262.000000 Penalty: 6027.992188
	Iteration 88Q: 3 clusters Score -2.104426e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 163982 members 
Entering Unmasked Estep 
Score: -21044288.000000 Penalty: 6027.992188
	Iteration 89Q: 3 clusters Score -2.104429e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 164253 members 
Entering Unmasked Estep 
Score: -21044304.000000 Penalty: 6027.992188
	Iteration 90Q: 3 clusters Score -2.10443e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 164502 members 
Entering Unmasked Estep 
Score: -21044368.000000 Penalty: 6027.992188
	Iteration 91Q: 3 clusters Score -2.104437e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 164765 members 
Entering Unmasked Estep 
Score: -21044382.000000 Penalty: 6027.992188
	Iteration 92Q: 3 clusters Score -2.104438e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 164976 members 
Entering Unmasked Estep 
Score: -21044424.000000 Penalty: 6027.992188
	Iteration 93Q: 3 clusters Score -2.104442e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 165158 members 
Entering Unmasked Estep 
Score: -21044386.000000 Penalty: 6027.992188
	Iteration 94Q: 3 clusters Score -2.104439e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 165349 members 
Entering Unmasked Estep 
Score: -21044398.000000 Penalty: 6027.992188
	Iteration 95Q: 3 clusters Score -2.10444e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 165525 members 
Entering Unmasked Estep 
Score: -21044422.000000 Penalty: 6027.992188
	Iteration 96Q: 3 clusters Score -2.104442e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 165720 members 
Entering Unmasked Estep 
Score: -21044432.000000 Penalty: 6027.992188
	Iteration 97Q: 3 clusters Score -2.104443e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 165937 members 
Entering Unmasked Estep 
Score: -21044440.000000 Penalty: 6027.992188
	Iteration 98Q: 3 clusters Score -2.104444e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 166161 members 
Entering Unmasked Estep 
Score: -21044490.000000 Penalty: 6027.992188
	Iteration 99Q: 3 clusters Score -2.104449e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 166389 members 
Entering Unmasked Estep 
Score: -21044510.000000 Penalty: 6027.992188
	Iteration 100F: 3 clusters Score -2.104451e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 166628 members 
Entering Unmasked Estep 
Score: -21044528.000000 Penalty: 6027.992188
	Iteration 101Q: 3 clusters Score -2.104453e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 166894 members 
Entering Unmasked Estep 
Score: -21044620.000000 Penalty: 6027.992188
	Iteration 102Q: 3 clusters Score -2.104462e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 167153 members 
Entering Unmasked Estep 
Score: -21044684.000000 Penalty: 6027.992188
	Iteration 103Q: 3 clusters Score -2.104468e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 167416 members 
Entering Unmasked Estep 
Score: -21044682.000000 Penalty: 6027.992188
	Iteration 104Q: 3 clusters Score -2.104468e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 167683 members 
Entering Unmasked Estep 
Score: -21044722.000000 Penalty: 6027.992188
	Iteration 105Q: 3 clusters Score -2.104472e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 167915 members 
Entering Unmasked Estep 
Score: -21044778.000000 Penalty: 6027.992188
	Iteration 106Q: 3 clusters Score -2.104478e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 168160 members 
Entering Unmasked Estep 
Score: -21044712.000000 Penalty: 6027.992188
	Iteration 107Q: 3 clusters Score -2.104471e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 168426 members 
Entering Unmasked Estep 
Score: -21044766.000000 Penalty: 6027.992188
	Iteration 108Q: 3 clusters Score -2.104477e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 168667 members 
Entering Unmasked Estep 
Score: -21044828.000000 Penalty: 6027.992188
	Iteration 109Q: 3 clusters Score -2.104483e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 168899 members 
Entering Unmasked Estep 
Score: -21044862.000000 Penalty: 6027.992188
	Iteration 110Q: 3 clusters Score -2.104486e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 169126 members 
Entering Unmasked Estep 
Score: -21044896.000000 Penalty: 6027.992188
	Iteration 111Q: 3 clusters Score -2.10449e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 169331 members 
Entering Unmasked Estep 
Score: -21044952.000000 Penalty: 6027.992188
	Iteration 112Q: 3 clusters Score -2.104495e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 169542 members 
Entering Unmasked Estep 
Score: -21045000.000000 Penalty: 6027.992188
	Iteration 113Q: 3 clusters Score -2.1045e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 169725 members 
Entering Unmasked Estep 
Score: -21045026.000000 Penalty: 6027.992188
	Iteration 114Q: 3 clusters Score -2.104503e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 169935 members 
Entering Unmasked Estep 
Score: -21045056.000000 Penalty: 6027.992188
	Iteration 115Q: 3 clusters Score -2.104506e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 170188 members 
Entering Unmasked Estep 
Score: -21045050.000000 Penalty: 6027.992188
	Iteration 116Q: 3 clusters Score -2.104505e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 170410 members 
Entering Unmasked Estep 
Score: -21045116.000000 Penalty: 6027.992188
	Iteration 117Q: 3 clusters Score -2.104512e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 170643 members 
Entering Unmasked Estep 
Score: -21045170.000000 Penalty: 6027.992188
	Iteration 118Q: 3 clusters Score -2.104517e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 170873 members 
Entering Unmasked Estep 
Score: -21045200.000000 Penalty: 6027.992188
	Iteration 119Q: 3 clusters Score -2.10452e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 171123 members 
Entering Unmasked Estep 
Score: -21045228.000000 Penalty: 6027.992188
	Iteration 120F: 3 clusters Score -2.104523e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 171367 members 
Entering Unmasked Estep 
Score: -21045280.000000 Penalty: 6027.992188
	Iteration 121Q: 3 clusters Score -2.104528e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 171605 members 
Entering Unmasked Estep 
Score: -21045346.000000 Penalty: 6027.992188
	Iteration 122Q: 3 clusters Score -2.104535e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 171844 members 
Entering Unmasked Estep 
Score: -21045362.000000 Penalty: 6027.992188
	Iteration 123Q: 3 clusters Score -2.104536e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 172075 members 
Entering Unmasked Estep 
Score: -21045334.000000 Penalty: 6027.992188
	Iteration 124Q: 3 clusters Score -2.104533e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 172288 members 
Entering Unmasked Estep 
Score: -21045428.000000 Penalty: 6027.992188
	Iteration 125Q: 3 clusters Score -2.104543e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 172488 members 
Entering Unmasked Estep 
Score: -21045466.000000 Penalty: 6027.992188
	Iteration 126Q: 3 clusters Score -2.104547e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 172700 members 
Entering Unmasked Estep 
Score: -21045560.000000 Penalty: 6027.992188
	Iteration 127Q: 3 clusters Score -2.104556e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 172884 members 
Entering Unmasked Estep 
Score: -21045632.000000 Penalty: 6027.992188
	Iteration 128Q: 3 clusters Score -2.104563e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 173104 members 
Entering Unmasked Estep 
Score: -21045670.000000 Penalty: 6027.992188
	Iteration 129Q: 3 clusters Score -2.104567e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 173328 members 
Entering Unmasked Estep 
Score: -21045742.000000 Penalty: 6027.992188
	Iteration 130Q: 3 clusters Score -2.104574e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 173515 members 
Entering Unmasked Estep 
Score: -21045746.000000 Penalty: 6027.992188
	Iteration 131Q: 3 clusters Score -2.104575e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 173722 members 
Entering Unmasked Estep 
Score: -21045772.000000 Penalty: 6027.992188
	Iteration 132Q: 3 clusters Score -2.104577e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 173923 members 
Entering Unmasked Estep 
Score: -21045774.000000 Penalty: 6027.992188
	Iteration 133Q: 3 clusters Score -2.104577e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 174114 members 
Entering Unmasked Estep 
Score: -21045812.000000 Penalty: 6027.992188
	Iteration 134Q: 3 clusters Score -2.104581e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 174309 members 
Entering Unmasked Estep 
Score: -21045796.000000 Penalty: 6027.992188
	Iteration 135Q: 3 clusters Score -2.10458e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 174481 members 
Entering Unmasked Estep 
Score: -21045904.000000 Penalty: 6027.992188
	Iteration 136Q: 3 clusters Score -2.10459e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 174627 members 
Entering Unmasked Estep 
Score: -21045896.000000 Penalty: 6027.992188
	Iteration 137Q: 3 clusters Score -2.10459e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 174778 members 
Entering Unmasked Estep 
Score: -21045938.000000 Penalty: 6027.992188
	Iteration 138Q: 3 clusters Score -2.104594e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 174939 members 
Entering Unmasked Estep 
Score: -21045956.000000 Penalty: 6027.992188
	Iteration 139Q: 3 clusters Score -2.104596e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 175086 members 
Entering Unmasked Estep 
Score: -21045960.000000 Penalty: 6027.992188
	Iteration 140F: 3 clusters Score -2.104596e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 175241 members 
Entering Unmasked Estep 
Score: -21045992.000000 Penalty: 6027.992188
	Iteration 141Q: 3 clusters Score -2.104599e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 175405 members 
Entering Unmasked Estep 
Score: -21046028.000000 Penalty: 6027.992188
	Iteration 142Q: 3 clusters Score -2.104603e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 175560 members 
Entering Unmasked Estep 
Score: -21046058.000000 Penalty: 6027.992188
	Iteration 143Q: 3 clusters Score -2.104606e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 175707 members 
Entering Unmasked Estep 
Score: -21046116.000000 Penalty: 6027.992188
	Iteration 144Q: 3 clusters Score -2.104612e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 175862 members 
Entering Unmasked Estep 
Score: -21046108.000000 Penalty: 6027.992188
	Iteration 145Q: 3 clusters Score -2.104611e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 176005 members 
Entering Unmasked Estep 
Score: -21046162.000000 Penalty: 6027.992188
	Iteration 146Q: 3 clusters Score -2.104616e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 176132 members 
Entering Unmasked Estep 
Score: -21046178.000000 Penalty: 6027.992188
	Iteration 147Q: 3 clusters Score -2.104618e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 176260 members 
Entering Unmasked Estep 
Score: -21046196.000000 Penalty: 6027.992188
	Iteration 148Q: 3 clusters Score -2.10462e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 176381 members 
Entering Unmasked Estep 
Score: -21046208.000000 Penalty: 6027.992188
	Iteration 149Q: 3 clusters Score -2.104621e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 176512 members 
Entering Unmasked Estep 
Score: -21046222.000000 Penalty: 6027.992188
	Iteration 150Q: 3 clusters Score -2.104622e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 176634 members 
Entering Unmasked Estep 
Score: -21046220.000000 Penalty: 6027.992188
	Iteration 151Q: 3 clusters Score -2.104622e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 176748 members 
Entering Unmasked Estep 
Score: -21046286.000000 Penalty: 6027.992188
	Iteration 152Q: 3 clusters Score -2.104629e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 176855 members 
Entering Unmasked Estep 
Score: -21046286.000000 Penalty: 6027.992188
	Iteration 153Q: 3 clusters Score -2.104629e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 176953 members 
Entering Unmasked Estep 
Score: -21046286.000000 Penalty: 6027.992188
	Iteration 154Q: 3 clusters Score -2.104629e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 177056 members 
Entering Unmasked Estep 
Score: -21046334.000000 Penalty: 6027.992188
	Iteration 155Q: 3 clusters Score -2.104633e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 177178 members 
Entering Unmasked Estep 
Score: -21046384.000000 Penalty: 6027.992188
	Iteration 156Q: 3 clusters Score -2.104638e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 177293 members 
Entering Unmasked Estep 
Score: -21046396.000000 Penalty: 6027.992188
	Iteration 157Q: 3 clusters Score -2.10464e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 177406 members 
Entering Unmasked Estep 
Score: -21046432.000000 Penalty: 6027.992188
	Iteration 158Q: 3 clusters Score -2.104643e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 177532 members 
Entering Unmasked Estep 
Score: -21046436.000000 Penalty: 6027.992188
	Iteration 159Q: 3 clusters Score -2.104644e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 177662 members 
Entering Unmasked Estep 
Score: -21046456.000000 Penalty: 6027.992188
	Iteration 160F: 3 clusters Score -2.104646e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 177793 members 
Entering Unmasked Estep 
Score: -21046460.000000 Penalty: 6027.992188
	Iteration 161Q: 3 clusters Score -2.104646e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 177951 members 
Entering Unmasked Estep 
Score: -21046522.000000 Penalty: 6027.992188
	Iteration 162Q: 3 clusters Score -2.104652e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 178107 members 
Entering Unmasked Estep 
Score: -21046540.000000 Penalty: 6027.992188
	Iteration 163Q: 3 clusters Score -2.104654e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 178267 members 
Entering Unmasked Estep 
Score: -21046560.000000 Penalty: 6027.992188
	Iteration 164Q: 3 clusters Score -2.104656e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 178432 members 
Entering Unmasked Estep 
Score: -21046550.000000 Penalty: 6027.992188
	Iteration 165Q: 3 clusters Score -2.104655e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 178586 members 
Entering Unmasked Estep 
Score: -21046616.000000 Penalty: 6027.992188
	Iteration 166Q: 3 clusters Score -2.104662e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 178730 members 
Entering Unmasked Estep 
Score: -21046640.000000 Penalty: 6027.992188
	Iteration 167Q: 3 clusters Score -2.104664e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 178889 members 
Entering Unmasked Estep 
Score: -21046642.000000 Penalty: 6027.992188
	Iteration 168Q: 3 clusters Score -2.104664e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 179057 members 
Entering Unmasked Estep 
Score: -21046660.000000 Penalty: 6027.992188
	Iteration 169Q: 3 clusters Score -2.104666e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 179233 members 
Entering Unmasked Estep 
Score: -21046696.000000 Penalty: 6027.992188
	Iteration 170Q: 3 clusters Score -2.10467e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 179436 members 
Entering Unmasked Estep 
Score: -21046752.000000 Penalty: 6027.992188
	Iteration 171Q: 3 clusters Score -2.104675e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 179624 members 
Entering Unmasked Estep 
Score: -21046788.000000 Penalty: 6027.992188
	Iteration 172Q: 3 clusters Score -2.104679e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 179809 members 
Entering Unmasked Estep 
Score: -21046876.000000 Penalty: 6027.992188
	Iteration 173Q: 3 clusters Score -2.104688e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 180001 members 
Entering Unmasked Estep 
Score: -21046904.000000 Penalty: 6027.992188
	Iteration 174Q: 3 clusters Score -2.10469e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 180164 members 
Entering Unmasked Estep 
Score: -21046918.000000 Penalty: 6027.992188
	Iteration 175Q: 3 clusters Score -2.104692e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 180321 members 
Entering Unmasked Estep 
Score: -21046944.000000 Penalty: 6027.992188
	Iteration 176Q: 3 clusters Score -2.104694e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 180491 members 
Entering Unmasked Estep 
Score: -21046998.000000 Penalty: 6027.992188
	Iteration 177Q: 3 clusters Score -2.1047e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 180691 members 
Entering Unmasked Estep 
Score: -21047050.000000 Penalty: 6027.992188
	Iteration 178Q: 3 clusters Score -2.104705e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 180872 members 
Entering Unmasked Estep 
Score: -21047040.000000 Penalty: 6027.992188
	Iteration 179Q: 3 clusters Score -2.104704e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 181050 members 
Entering Unmasked Estep 
Score: -21047056.000000 Penalty: 6027.992188
	Iteration 180F: 3 clusters Score -2.104706e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 181211 members 
Entering Unmasked Estep 
Score: -21047096.000000 Penalty: 6027.992188
	Iteration 181Q: 3 clusters Score -2.10471e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 181381 members 
Entering Unmasked Estep 
Score: -21047198.000000 Penalty: 6027.992188
	Iteration 182Q: 3 clusters Score -2.10472e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 181552 members 
Entering Unmasked Estep 
Score: -21047268.000000 Penalty: 6027.992188
	Iteration 183Q: 3 clusters Score -2.104727e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 181707 members 
Entering Unmasked Estep 
Score: -21047284.000000 Penalty: 6027.992188
	Iteration 184Q: 3 clusters Score -2.104728e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 181868 members 
Entering Unmasked Estep 
Score: -21047320.000000 Penalty: 6027.992188
	Iteration 185Q: 3 clusters Score -2.104732e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 182016 members 
Entering Unmasked Estep 
Score: -21047368.000000 Penalty: 6027.992188
	Iteration 186Q: 3 clusters Score -2.104737e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 182152 members 
Entering Unmasked Estep 
Score: -21047406.000000 Penalty: 6027.992188
	Iteration 187Q: 3 clusters Score -2.104741e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 182281 members 
Entering Unmasked Estep 
Score: -21047464.000000 Penalty: 6027.992188
	Iteration 188Q: 3 clusters Score -2.104746e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 182392 members 
Entering Unmasked Estep 
Score: -21047496.000000 Penalty: 6027.992188
	Iteration 189Q: 3 clusters Score -2.10475e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 182492 members 
Entering Unmasked Estep 
Score: -21047534.000000 Penalty: 6027.992188
	Iteration 190Q: 3 clusters Score -2.104753e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 182587 members 
Entering Unmasked Estep 
Score: -21047566.000000 Penalty: 6027.992188
	Iteration 191Q: 3 clusters Score -2.104757e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 182687 members 
Entering Unmasked Estep 
Score: -21047588.000000 Penalty: 6027.992188
	Iteration 192Q: 3 clusters Score -2.104759e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 182794 members 
Entering Unmasked Estep 
Score: -21047612.000000 Penalty: 6027.992188
	Iteration 193Q: 3 clusters Score -2.104761e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 182902 members 
Entering Unmasked Estep 
Score: -21047622.000000 Penalty: 6027.992188
	Iteration 194Q: 3 clusters Score -2.104762e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 183002 members 
Entering Unmasked Estep 
Score: -21047654.000000 Penalty: 6027.992188
	Iteration 195Q: 3 clusters Score -2.104765e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 183090 members 
Entering Unmasked Estep 
Score: -21047672.000000 Penalty: 6027.992188
	Iteration 196Q: 3 clusters Score -2.104767e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 183180 members 
Entering Unmasked Estep 
Score: -21047684.000000 Penalty: 6027.992188
	Iteration 197Q: 3 clusters Score -2.104768e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 183281 members 
Entering Unmasked Estep 
Score: -21047696.000000 Penalty: 6027.992188
	Iteration 198Q: 3 clusters Score -2.10477e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 183384 members 
Entering Unmasked Estep 
Score: -21047752.000000 Penalty: 6027.992188
	Iteration 199Q: 3 clusters Score -2.104775e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 183468 members 
Entering Unmasked Estep 
Score: -21047760.000000 Penalty: 6027.992188
	Iteration 200F: 3 clusters Score -2.104776e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 183571 members 
Entering Unmasked Estep 
Score: -21047774.000000 Penalty: 6027.992188
	Iteration 201Q: 3 clusters Score -2.104777e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 183662 members 
Entering Unmasked Estep 
Score: -21047818.000000 Penalty: 6027.992188
	Iteration 202Q: 3 clusters Score -2.104782e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 183762 members 
Entering Unmasked Estep 
Score: -21047804.000000 Penalty: 6027.992188
	Iteration 203Q: 3 clusters Score -2.10478e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 183849 members 
Entering Unmasked Estep 
Score: -21047822.000000 Penalty: 6027.992188
	Iteration 204Q: 3 clusters Score -2.104782e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 183936 members 
Entering Unmasked Estep 
Score: -21047886.000000 Penalty: 6027.992188
	Iteration 205Q: 3 clusters Score -2.104789e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 184031 members 
Entering Unmasked Estep 
Score: -21047906.000000 Penalty: 6027.992188
	Iteration 206Q: 3 clusters Score -2.104791e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 184118 members 
Entering Unmasked Estep 
Score: -21047886.000000 Penalty: 6027.992188
	Iteration 207Q: 3 clusters Score -2.104789e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 184188 members 
Entering Unmasked Estep 
Score: -21047936.000000 Penalty: 6027.992188
	Iteration 208Q: 3 clusters Score -2.104794e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 184252 members 
Entering Unmasked Estep 
Score: -21047948.000000 Penalty: 6027.992188
	Iteration 209Q: 3 clusters Score -2.104795e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 184305 members 
Entering Unmasked Estep 
Score: -21047950.000000 Penalty: 6027.992188
	Iteration 210Q: 3 clusters Score -2.104795e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 184357 members 
Entering Unmasked Estep 
Score: -21047982.000000 Penalty: 6027.992188
	Iteration 211Q: 3 clusters Score -2.104798e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 184399 members 
Entering Unmasked Estep 
Score: -21047978.000000 Penalty: 6027.992188
	Iteration 212Q: 3 clusters Score -2.104798e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 184452 members 
Entering Unmasked Estep 
Score: -21047992.000000 Penalty: 6027.992188
	Iteration 213Q: 3 clusters Score -2.104799e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 184511 members 
Entering Unmasked Estep 
Score: -21048008.000000 Penalty: 6027.992188
	Iteration 214Q: 3 clusters Score -2.104801e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 184558 members 
Entering Unmasked Estep 
Score: -21048020.000000 Penalty: 6027.992188
	Iteration 215Q: 3 clusters Score -2.104802e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 184610 members 
Entering Unmasked Estep 
Score: -21048006.000000 Penalty: 6027.992188
	Iteration 216Q: 3 clusters Score -2.104801e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 184652 members 
Entering Unmasked Estep 
Score: -21048006.000000 Penalty: 6027.992188
	Iteration 217Q: 3 clusters Score -2.104801e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 184702 members 
Entering Unmasked Estep 
Score: -21048006.000000 Penalty: 6027.992188
	Iteration 218Q: 3 clusters Score -2.104801e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 184742 members 
Entering Unmasked Estep 
Score: -21048052.000000 Penalty: 6027.992188
	Iteration 219Q: 3 clusters Score -2.104805e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 184781 members 
Entering Unmasked Estep 
Score: -21048044.000000 Penalty: 6027.992188
	Iteration 220F: 3 clusters Score -2.104804e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 184830 members 
Entering Unmasked Estep 
Score: -21048072.000000 Penalty: 6027.992188
	Iteration 221Q: 3 clusters Score -2.104807e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 184879 members 
Entering Unmasked Estep 
Score: -21048094.000000 Penalty: 6027.992188
	Iteration 222Q: 3 clusters Score -2.104809e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 184923 members 
Entering Unmasked Estep 
Score: -21048144.000000 Penalty: 6027.992188
	Iteration 223Q: 3 clusters Score -2.104814e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 184976 members 
Entering Unmasked Estep 
Score: -21048144.000000 Penalty: 6027.992188
	Iteration 224Q: 3 clusters Score -2.104814e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 185015 members 
Entering Unmasked Estep 
Score: -21048152.000000 Penalty: 6027.992188
	Iteration 225Q: 3 clusters Score -2.104815e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 185051 members 
Entering Unmasked Estep 
Score: -21048156.000000 Penalty: 6027.992188
	Iteration 226Q: 3 clusters Score -2.104816e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 185091 members 
Entering Unmasked Estep 
Score: -21048180.000000 Penalty: 6027.992188
	Iteration 227Q: 3 clusters Score -2.104818e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 185135 members 
Entering Unmasked Estep 
Score: -21048206.000000 Penalty: 6027.992188
	Iteration 228Q: 3 clusters Score -2.104821e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 185184 members 
Entering Unmasked Estep 
Score: -21048196.000000 Penalty: 6027.992188
	Iteration 229Q: 3 clusters Score -2.10482e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 185222 members 
Entering Unmasked Estep 
Score: -21048210.000000 Penalty: 6027.992188
	Iteration 230Q: 3 clusters Score -2.104821e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 185261 members 
Entering Unmasked Estep 
Score: -21048258.000000 Penalty: 6027.992188
	Iteration 231Q: 3 clusters Score -2.104826e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 185304 members 
Entering Unmasked Estep 
Score: -21048276.000000 Penalty: 6027.992188
	Iteration 232Q: 3 clusters Score -2.104828e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 185336 members 
Entering Unmasked Estep 
Score: -21048270.000000 Penalty: 6027.992188
	Iteration 233Q: 3 clusters Score -2.104827e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 185367 members 
Entering Unmasked Estep 
Score: -21048292.000000 Penalty: 6027.992188
	Iteration 234Q: 3 clusters Score -2.104829e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 185403 members 
Entering Unmasked Estep 
Score: -21048290.000000 Penalty: 6027.992188
	Iteration 235Q: 3 clusters Score -2.104829e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 185430 members 
Entering Unmasked Estep 
Score: -21048286.000000 Penalty: 6027.992188
	Iteration 236Q: 3 clusters Score -2.104829e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 185455 members 
Entering Unmasked Estep 
Score: -21048270.000000 Penalty: 6027.992188
	Iteration 237Q: 3 clusters Score -2.104827e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 185474 members 
Entering Unmasked Estep 
Score: -21048288.000000 Penalty: 6027.992188
	Iteration 238Q: 3 clusters Score -2.104829e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 185506 members 
Entering Unmasked Estep 
Score: -21048286.000000 Penalty: 6027.992188
	Iteration 239Q: 3 clusters Score -2.104829e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 185542 members 
Entering Unmasked Estep 
Score: -21048292.000000 Penalty: 6027.992188
	Iteration 240F: 3 clusters Score -2.104829e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 185569 members 
Entering Unmasked Estep 
Score: -21048326.000000 Penalty: 6027.992188
	Iteration 241Q: 3 clusters Score -2.104833e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 185589 members 
Entering Unmasked Estep 
Score: -21048326.000000 Penalty: 6027.992188
	Iteration 242Q: 3 clusters Score -2.104833e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 185610 members 
Entering Unmasked Estep 
Score: -21048328.000000 Penalty: 6027.992188
	Iteration 243Q: 3 clusters Score -2.104833e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 185646 members 
Entering Unmasked Estep 
Score: -21048348.000000 Penalty: 6027.992188
	Iteration 244Q: 3 clusters Score -2.104835e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 185676 members 
Entering Unmasked Estep 
Score: -21048358.000000 Penalty: 6027.992188
	Iteration 245Q: 3 clusters Score -2.104836e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 185703 members 
Entering Unmasked Estep 
Score: -21048358.000000 Penalty: 6027.992188
	Iteration 246Q: 3 clusters Score -2.104836e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 185729 members 
Entering Unmasked Estep 
Score: -21048394.000000 Penalty: 6027.992188
	Iteration 247Q: 3 clusters Score -2.104839e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 185755 members 
Entering Unmasked Estep 
Score: -21048416.000000 Penalty: 6027.992188
	Iteration 248Q: 3 clusters Score -2.104842e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 185794 members 
Entering Unmasked Estep 
Score: -21048428.000000 Penalty: 6027.992188
	Iteration 249Q: 3 clusters Score -2.104843e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 185836 members 
Entering Unmasked Estep 
Score: -21048466.000000 Penalty: 6027.992188
	Iteration 250Q: 3 clusters Score -2.104847e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 185870 members 
Entering Unmasked Estep 
Score: -21048472.000000 Penalty: 6027.992188
	Iteration 251Q: 3 clusters Score -2.104847e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 185900 members 
Entering Unmasked Estep 
Score: -21048464.000000 Penalty: 6027.992188
	Iteration 252Q: 3 clusters Score -2.104846e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 185923 members 
Entering Unmasked Estep 
Score: -21048482.000000 Penalty: 6027.992188
	Iteration 253Q: 3 clusters Score -2.104848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 185949 members 
Entering Unmasked Estep 
Score: -21048468.000000 Penalty: 6027.992188
	Iteration 254Q: 3 clusters Score -2.104847e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 185977 members 
Entering Unmasked Estep 
Score: -21048450.000000 Penalty: 6027.992188
	Iteration 255Q: 3 clusters Score -2.104845e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 186007 members 
Entering Unmasked Estep 
Score: -21048476.000000 Penalty: 6027.992188
	Iteration 256Q: 3 clusters Score -2.104848e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 186025 members 
Entering Unmasked Estep 
Score: -21048452.000000 Penalty: 6027.992188
	Iteration 257Q: 3 clusters Score -2.104845e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 186045 members 
Entering Unmasked Estep 
Score: -21048476.000000 Penalty: 6027.992188
	Iteration 258Q: 3 clusters Score -2.104848e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 186064 members 
Entering Unmasked Estep 
Score: -21048454.000000 Penalty: 6027.992188
	Iteration 259Q: 3 clusters Score -2.104845e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 186081 members 
Entering Unmasked Estep 
Score: -21048460.000000 Penalty: 6027.992188
	Iteration 260F: 3 clusters Score -2.104846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 186093 members 
Entering Unmasked Estep 
Score: -21048460.000000 Penalty: 6027.992188
	Iteration 261Q: 3 clusters Score -2.104846e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 186110 members 
Entering Unmasked Estep 
Score: -21048470.000000 Penalty: 6027.992188
	Iteration 262Q: 3 clusters Score -2.104847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 186122 members 
Entering Unmasked Estep 
Score: -21048482.000000 Penalty: 6027.992188
	Iteration 263Q: 3 clusters Score -2.104848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 186137 members 
Entering Unmasked Estep 
Score: -21048478.000000 Penalty: 6027.992188
	Iteration 264Q: 3 clusters Score -2.104848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 186151 members 
Entering Unmasked Estep 
Score: -21048498.000000 Penalty: 6027.992188
	Iteration 265Q: 3 clusters Score -2.10485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 186158 members 
Entering Unmasked Estep 
Score: -21048496.000000 Penalty: 6027.992188
	Iteration 266Q: 3 clusters Score -2.10485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 186167 members 
Entering Unmasked Estep 
Score: -21048512.000000 Penalty: 6027.992188
	Iteration 267Q: 3 clusters Score -2.104851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 186175 members 
Entering Unmasked Estep 
Score: -21048512.000000 Penalty: 6027.992188
	Iteration 268Q: 3 clusters Score -2.104851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 186185 members 
Entering Unmasked Estep 
Score: -21048504.000000 Penalty: 6027.992188
	Iteration 269Q: 3 clusters Score -2.10485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 186194 members 
Entering Unmasked Estep 
Score: -21048506.000000 Penalty: 6027.992188
	Iteration 270Q: 3 clusters Score -2.104851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 186199 members 
Entering Unmasked Estep 
Score: -21048514.000000 Penalty: 6027.992188
	Iteration 271Q: 3 clusters Score -2.104851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 186203 members 
Entering Unmasked Estep 
Score: -21048522.000000 Penalty: 6027.992188
	Iteration 272Q: 3 clusters Score -2.104852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 186208 members 
Entering Unmasked Estep 
Score: -21048536.000000 Penalty: 6027.992188
	Iteration 273Q: 3 clusters Score -2.104854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 186211 members 
Entering Unmasked Estep 
Score: -21048534.000000 Penalty: 6027.992188
	Iteration 274Q: 3 clusters Score -2.104853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 186215 members 
Entering Unmasked Estep 
Score: -21048532.000000 Penalty: 6027.992188
	Iteration 275Q: 3 clusters Score -2.104853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 186219 members 
Entering Unmasked Estep 
Score: -21048534.000000 Penalty: 6027.992188
	Iteration 276Q: 3 clusters Score -2.104853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 186225 members 
Entering Unmasked Estep 
Score: -21048530.000000 Penalty: 6027.992188
	Iteration 277Q: 3 clusters Score -2.104853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 186225 members 
Entering Unmasked Estep 
Score: -21048536.000000 Penalty: 6027.992188
	Iteration 278Q: 3 clusters Score -2.104854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 186228 members 
Entering Unmasked Estep 
Score: -21048552.000000 Penalty: 6027.992188
	Iteration 279Q: 3 clusters Score -2.104855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 186229 members 
Entering Unmasked Estep 
Score: -21048548.000000 Penalty: 6027.992188
	Iteration 280F: 3 clusters Score -2.104855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 186231 members 
Entering Unmasked Estep 
Score: -21048550.000000 Penalty: 6027.992188
	Iteration 281Q: 3 clusters Score -2.104855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 186233 members 
Entering Unmasked Estep 
Score: -21048542.000000 Penalty: 6027.992188
	Iteration 282Q: 3 clusters Score -2.104854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 186239 members 
Entering Unmasked Estep 
Score: -21048540.000000 Penalty: 6027.992188
	Iteration 283Q: 3 clusters Score -2.104854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 186245 members 
Entering Unmasked Estep 
Score: -21048552.000000 Penalty: 6027.992188
	Iteration 284Q: 3 clusters Score -2.104855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 186251 members 
Entering Unmasked Estep 
Score: -21048556.000000 Penalty: 6027.992188
	Iteration 285Q: 3 clusters Score -2.104856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 186257 members 
Entering Unmasked Estep 
Score: -21048528.000000 Penalty: 6027.992188
	Iteration 286Q: 3 clusters Score -2.104853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 186263 members 
Entering Unmasked Estep 
Score: -21048536.000000 Penalty: 6027.992188
	Iteration 287Q: 3 clusters Score -2.104854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 186266 members 
Entering Unmasked Estep 
Score: -21048522.000000 Penalty: 6027.992188
	Iteration 288Q: 3 clusters Score -2.104852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 186267 members 
Entering Unmasked Estep 
Score: -21048524.000000 Penalty: 6027.992188
	Iteration 289Q: 3 clusters Score -2.104852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 186268 members 
Entering Unmasked Estep 
Score: -21048524.000000 Penalty: 6027.992188
	Iteration 290Q: 3 clusters Score -2.104852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 186269 members 
Entering Unmasked Estep 
Score: -21048532.000000 Penalty: 6027.992188
	Iteration 291Q: 3 clusters Score -2.104853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 186272 members 
Entering Unmasked Estep 
Score: -21048532.000000 Penalty: 6027.992188
	Iteration 292Q: 3 clusters Score -2.104853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 186274 members 
Entering Unmasked Estep 
Score: -21048534.000000 Penalty: 6027.992188
	Iteration 293Q: 3 clusters Score -2.104853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 186274 members 
Entering Unmasked Estep 
Score: -21048534.000000 Penalty: 6027.992188
	Iteration 294F: 3 clusters Score -2.104853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -106522.273438 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -106522.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -104583.734375 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -104583.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -104876.460938 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -104876.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -104967.242188 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -104967.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -105035.843750 Penalty: 3432.653076
	Iteration 3Q: 3 clusters Score -105035.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105093.000000 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -105093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105135.984375 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -105136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105151.218750 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -105151.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105163.734375 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -105163.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105171.203125 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -105171.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105181.750000 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -105181.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105188.109375 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -105188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105194.140625 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -105194.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105199.109375 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -105199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -105202.351562 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -105202.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105212.250000 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -105212.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -105224.679688 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -105224.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105241.726562 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -105241.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -105259.429688 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -105259.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105277.531250 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -105277.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -105285.289062 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -105285.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105291.398438 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -105291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -105292.937500 Penalty: 3432.653076
	Iteration 21Q: 3 clusters Score -105292.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105296.187500 Penalty: 3432.653076
	Iteration 22Q: 3 clusters Score -105296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105297.570312 Penalty: 3432.653076
	Iteration 23Q: 3 clusters Score -105297.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -105298.921875 Penalty: 3432.653076
	Iteration 24Q: 3 clusters Score -105298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105300.328125 Penalty: 3432.653076
	Iteration 25Q: 3 clusters Score -105300.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105302.250000 Penalty: 3432.653076
	Iteration 26Q: 3 clusters Score -105302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -105303.070312 Penalty: 3432.653076
	Iteration 27Q: 3 clusters Score -105303.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -105304.101562 Penalty: 3432.653076
	Iteration 28Q: 3 clusters Score -105304.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -105304.101562 Penalty: 3432.653076
	Iteration 29F: 3 clusters Score -105304.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -223703.078125 Penalty: 1892.474731
	Iteration 0F: 2 clusters Score -223703.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -221046.734375 Penalty: 3784.949463
	Iteration 0F: 3 clusters Score -221046.7 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -221550.171875 Penalty: 3784.949463
	Iteration 1F: 3 clusters Score -221550.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -221641.015625 Penalty: 3784.949463
	Iteration 2F: 3 clusters Score -221641 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -221677.218750 Penalty: 3784.949463
	Iteration 3Q: 3 clusters Score -221677.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -221702.828125 Penalty: 3784.949463
	Iteration 4Q: 3 clusters Score -221702.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -221715.734375 Penalty: 3784.949463
	Iteration 5Q: 3 clusters Score -221715.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -221723.640625 Penalty: 3784.949463
	Iteration 6Q: 3 clusters Score -221723.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -221730.343750 Penalty: 3784.949463
	Iteration 7Q: 3 clusters Score -221730.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -221735.203125 Penalty: 3784.949463
	Iteration 8Q: 3 clusters Score -221735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -221739.812500 Penalty: 3784.949463
	Iteration 9Q: 3 clusters Score -221739.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -221742.281250 Penalty: 3784.949463
	Iteration 10Q: 3 clusters Score -221742.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -221746.453125 Penalty: 3784.949463
	Iteration 11Q: 3 clusters Score -221746.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -221752.406250 Penalty: 3784.949463
	Iteration 12Q: 3 clusters Score -221752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -221758.484375 Penalty: 3784.949463
	Iteration 13Q: 3 clusters Score -221758.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -221764.140625 Penalty: 3784.949463
	Iteration 14Q: 3 clusters Score -221764.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -221767.578125 Penalty: 3784.949463
	Iteration 15Q: 3 clusters Score -221767.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -221769.921875 Penalty: 3784.949463
	Iteration 16Q: 3 clusters Score -221769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -221771.796875 Penalty: 3784.949463
	Iteration 17Q: 3 clusters Score -221771.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -221774.781250 Penalty: 3784.949463
	Iteration 18Q: 3 clusters Score -221774.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -221776.203125 Penalty: 3784.949463
	Iteration 19Q: 3 clusters Score -221776.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -221776.203125 Penalty: 3784.949463
	Iteration 20F: 3 clusters Score -221776.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Entering Unmasked Estep 
Score: -1703183.750000 Penalty: 2385.165771
	Iteration 0F: 2 clusters Score -1703184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1692281.250000 Penalty: 4770.331543
	Iteration 0F: 3 clusters Score -1692281 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1695690.750000 Penalty: 4770.331543
	Iteration 1F: 3 clusters Score -1695691 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1695992.625000 Penalty: 4770.331543
	Iteration 2F: 3 clusters Score -1695993 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1696216.500000 Penalty: 4770.331543
	Iteration 3Q: 3 clusters Score -1696216 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1696387.125000 Penalty: 4770.331543
	Iteration 4Q: 3 clusters Score -1696387 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1696537.625000 Penalty: 4770.331543
	Iteration 5Q: 3 clusters Score -1696538 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1696702.625000 Penalty: 4770.331543
	Iteration 6Q: 3 clusters Score -1696703 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1696891.125000 Penalty: 4770.331543
	Iteration 7Q: 3 clusters Score -1696891 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1697127.625000 Penalty: 4770.331543
	Iteration 8Q: 3 clusters Score -1697128 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1697416.000000 Penalty: 4770.331543
	Iteration 9Q: 3 clusters Score -1697416 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1697793.000000 Penalty: 4770.331543
	Iteration 10Q: 3 clusters Score -1697793 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1698255.250000 Penalty: 4770.331543
	Iteration 11Q: 3 clusters Score -1698255 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1698860.500000 Penalty: 4770.331543
	Iteration 12F: 3 clusters Score -1698860 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1699497.875000 Penalty: 4770.331543
	Iteration 13Q: 3 clusters Score -1699498 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1700003.750000 Penalty: 4770.331543
	Iteration 14Q: 3 clusters Score -1700004 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1700391.125000 Penalty: 4770.331543
	Iteration 15Q: 3 clusters Score -1700391 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1700629.250000 Penalty: 4770.331543
	Iteration 16Q: 3 clusters Score -1700629 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1700786.750000 Penalty: 4770.331543
	Iteration 17Q: 3 clusters Score -1700787 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1700878.500000 Penalty: 4770.331543
	Iteration 18Q: 3 clusters Score -1700878 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1700926.000000 Penalty: 4770.331543
	Iteration 19Q: 3 clusters Score -1700926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1700959.500000 Penalty: 4770.331543
	Iteration 20F: 3 clusters Score -1700960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1700994.875000 Penalty: 4770.331543
	Iteration 21Q: 3 clusters Score -1700995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1701008.750000 Penalty: 4770.331543
	Iteration 22Q: 3 clusters Score -1701009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1701014.625000 Penalty: 4770.331543
	Iteration 23Q: 3 clusters Score -1701015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1701026.500000 Penalty: 4770.331543
	Iteration 24Q: 3 clusters Score -1701026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1701036.250000 Penalty: 4770.331543
	Iteration 25Q: 3 clusters Score -1701036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1701037.750000 Penalty: 4770.331543
	Iteration 26Q: 3 clusters Score -1701038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1701043.375000 Penalty: 4770.331543
	Iteration 27Q: 3 clusters Score -1701043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1701046.125000 Penalty: 4770.331543
	Iteration 28Q: 3 clusters Score -1701046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1701052.500000 Penalty: 4770.331543
	Iteration 29Q: 3 clusters Score -1701052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1701060.375000 Penalty: 4770.331543
	Iteration 30Q: 3 clusters Score -1701060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1701067.375000 Penalty: 4770.331543
	Iteration 31Q: 3 clusters Score -1701067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1701068.375000 Penalty: 4770.331543
	Iteration 32Q: 3 clusters Score -1701068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1701074.250000 Penalty: 4770.331543
	Iteration 33Q: 3 clusters Score -1701074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1701074.750000 Penalty: 4770.331543
	Iteration 34Q: 3 clusters Score -1701075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1701077.500000 Penalty: 4770.331543
	Iteration 35Q: 3 clusters Score -1701078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1701077.625000 Penalty: 4770.331543
	Iteration 36Q: 3 clusters Score -1701078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1701078.375000 Penalty: 4770.331543
	Iteration 37Q: 3 clusters Score -1701078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1701078.375000 Penalty: 4770.331543
	Iteration 38F: 3 clusters Score -1701078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -69352.289062 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -69352.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -67596.625000 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -67596.62 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67861.304688 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -67861.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67966.046875 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -67966.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -68027.570312 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -68027.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -68078.476562 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -68078.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -68126.945312 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -68126.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -68173.632812 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -68173.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68222.523438 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -68222.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68288.507812 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -68288.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -68377.125000 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -68377.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68467.226562 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -68467.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -68547.640625 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -68547.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68607.789062 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -68607.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68665.656250 Penalty: 3272.860352
	Iteration 13Q: 3 clusters Score -68665.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68732.406250 Penalty: 3272.860352
	Iteration 14Q: 3 clusters Score -68732.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68844.695312 Penalty: 3272.860352
	Iteration 15Q: 3 clusters Score -68844.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69027.632812 Penalty: 3272.860352
	Iteration 16Q: 3 clusters Score -69027.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -69196.062500 Penalty: 3272.860352
	Iteration 17Q: 3 clusters Score -69196.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -69256.773438 Penalty: 3272.860352
	Iteration 18Q: 3 clusters Score -69256.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69291.250000 Penalty: 3272.860352
	Iteration 19Q: 3 clusters Score -69291.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69312.875000 Penalty: 3272.860352
	Iteration 20F: 3 clusters Score -69312.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69322.500000 Penalty: 3272.860352
	Iteration 21Q: 3 clusters Score -69322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69324.781250 Penalty: 3272.860352
	Iteration 22Q: 3 clusters Score -69324.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69324.781250 Penalty: 3272.860352
	Iteration 23F: 3 clusters Score -69324.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Entering Unmasked Estep 
Score: -2971154.250000 Penalty: 2542.608398
	Iteration 0F: 2 clusters Score -2971154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -2951673.000000 Penalty: 5085.216797
	Iteration 0F: 3 clusters Score -2951673 nChanged 12637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2958430.500000 Penalty: 5085.216797
	Iteration 1F: 3 clusters Score -2958430 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2958870.750000 Penalty: 5085.216797
	Iteration 2Q: 3 clusters Score -2958871 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2959362.250000 Penalty: 5085.216797
	Iteration 3Q: 3 clusters Score -2959362 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2959909.500000 Penalty: 5085.216797
	Iteration 4Q: 3 clusters Score -2959910 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2960579.750000 Penalty: 5085.216797
	Iteration 5Q: 3 clusters Score -2960580 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2961457.000000 Penalty: 5085.216797
	Iteration 6Q: 3 clusters Score -2961457 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2962688.750000 Penalty: 5085.216797
	Iteration 7F: 3 clusters Score -2962689 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2964123.500000 Penalty: 5085.216797
	Iteration 8F: 3 clusters Score -2964124 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2965585.500000 Penalty: 5085.216797
	Iteration 9F: 3 clusters Score -2965586 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2966930.000000 Penalty: 5085.216797
	Iteration 10F: 3 clusters Score -2966930 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2967952.500000 Penalty: 5085.216797
	Iteration 11Q: 3 clusters Score -2967952 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2968580.250000 Penalty: 5085.216797
	Iteration 12Q: 3 clusters Score -2968580 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2968976.500000 Penalty: 5085.216797
	Iteration 13Q: 3 clusters Score -2968976 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2969222.500000 Penalty: 5085.216797
	Iteration 14Q: 3 clusters Score -2969222 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2969388.500000 Penalty: 5085.216797
	Iteration 15Q: 3 clusters Score -2969388 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2969476.000000 Penalty: 5085.216797
	Iteration 16Q: 3 clusters Score -2969476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2969508.000000 Penalty: 5085.216797
	Iteration 17Q: 3 clusters Score -2969508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2969547.250000 Penalty: 5085.216797
	Iteration 18Q: 3 clusters Score -2969547 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2969564.500000 Penalty: 5085.216797
	Iteration 19Q: 3 clusters Score -2969564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2969584.500000 Penalty: 5085.216797
	Iteration 20F: 3 clusters Score -2969584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2969607.500000 Penalty: 5085.216797
	Iteration 21Q: 3 clusters Score -2969608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2969615.000000 Penalty: 5085.216797
	Iteration 22Q: 3 clusters Score -2969615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2969622.000000 Penalty: 5085.216797
	Iteration 23Q: 3 clusters Score -2969622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2969626.000000 Penalty: 5085.216797
	Iteration 24Q: 3 clusters Score -2969626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2969630.000000 Penalty: 5085.216797
	Iteration 25Q: 3 clusters Score -2969630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2969635.750000 Penalty: 5085.216797
	Iteration 26Q: 3 clusters Score -2969636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2969638.500000 Penalty: 5085.216797
	Iteration 27Q: 3 clusters Score -2969638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2969637.250000 Penalty: 5085.216797
	Iteration 28Q: 3 clusters Score -2969637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2969641.500000 Penalty: 5085.216797
	Iteration 29Q: 3 clusters Score -2969642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2969643.500000 Penalty: 5085.216797
	Iteration 30Q: 3 clusters Score -2969644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2969644.000000 Penalty: 5085.216797
	Iteration 31Q: 3 clusters Score -2969644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2969645.500000 Penalty: 5085.216797
	Iteration 32Q: 3 clusters Score -2969646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2969645.000000 Penalty: 5085.216797
	Iteration 33Q: 3 clusters Score -2969645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2969645.000000 Penalty: 5085.216797
	Iteration 34F: 3 clusters Score -2969645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (91356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91356 members 
Entering Unmasked Estep 
Score: -10337634.000000 Penalty: 2832.784912
	Iteration 0F: 2 clusters Score -1.033763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -10276622.000000 Penalty: 5665.569824
	Iteration 0F: 3 clusters Score -1.027662e+07 nChanged 43246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -10301517.000000 Penalty: 5665.569824
	Iteration 1F: 3 clusters Score -1.030152e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -10302589.000000 Penalty: 5665.569824
	Iteration 2Q: 3 clusters Score -1.030259e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -10303924.000000 Penalty: 5665.569824
	Iteration 3Q: 3 clusters Score -1.030392e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -10305910.000000 Penalty: 5665.569824
	Iteration 4Q: 3 clusters Score -1.030591e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -10308598.000000 Penalty: 5665.569824
	Iteration 5F: 3 clusters Score -1.03086e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 60299 members 
Entering Unmasked Estep 
Score: -10311683.000000 Penalty: 5665.569824
	Iteration 6F: 3 clusters Score -1.031168e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -10315233.000000 Penalty: 5665.569824
	Iteration 7F: 3 clusters Score -1.031523e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 69792 members 
Entering Unmasked Estep 
Score: -10319418.000000 Penalty: 5665.569824
	Iteration 8F: 3 clusters Score -1.031942e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 74402 members 
Entering Unmasked Estep 
Score: -10323366.000000 Penalty: 5665.569824
	Iteration 9F: 3 clusters Score -1.032337e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -10326692.000000 Penalty: 5665.569824
	Iteration 10Q: 3 clusters Score -1.032669e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 81139 members 
Entering Unmasked Estep 
Score: -10329045.000000 Penalty: 5665.569824
	Iteration 11Q: 3 clusters Score -1.032904e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -10330792.000000 Penalty: 5665.569824
	Iteration 12Q: 3 clusters Score -1.033079e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 85014 members 
Entering Unmasked Estep 
Score: -10332022.000000 Penalty: 5665.569824
	Iteration 13Q: 3 clusters Score -1.033202e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 86256 members 
Entering Unmasked Estep 
Score: -10332879.000000 Penalty: 5665.569824
	Iteration 14Q: 3 clusters Score -1.033288e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 87197 members 
Entering Unmasked Estep 
Score: -10333510.000000 Penalty: 5665.569824
	Iteration 15Q: 3 clusters Score -1.033351e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 87910 members 
Entering Unmasked Estep 
Score: -10334031.000000 Penalty: 5665.569824
	Iteration 16Q: 3 clusters Score -1.033403e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 88467 members 
Entering Unmasked Estep 
Score: -10334402.000000 Penalty: 5665.569824
	Iteration 17Q: 3 clusters Score -1.03344e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 88863 members 
Entering Unmasked Estep 
Score: -10334684.000000 Penalty: 5665.569824
	Iteration 18Q: 3 clusters Score -1.033468e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 89159 members 
Entering Unmasked Estep 
Score: -10334842.000000 Penalty: 5665.569824
	Iteration 19Q: 3 clusters Score -1.033484e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 89389 members 
Entering Unmasked Estep 
Score: -10334958.000000 Penalty: 5665.569824
	Iteration 20F: 3 clusters Score -1.033496e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 89561 members 
Entering Unmasked Estep 
Score: -10335063.000000 Penalty: 5665.569824
	Iteration 21Q: 3 clusters Score -1.033506e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 89682 members 
Entering Unmasked Estep 
Score: -10335168.000000 Penalty: 5665.569824
	Iteration 22Q: 3 clusters Score -1.033517e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 89798 members 
Entering Unmasked Estep 
Score: -10335241.000000 Penalty: 5665.569824
	Iteration 23Q: 3 clusters Score -1.033524e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 89875 members 
Entering Unmasked Estep 
Score: -10335291.000000 Penalty: 5665.569824
	Iteration 24Q: 3 clusters Score -1.033529e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 89930 members 
Entering Unmasked Estep 
Score: -10335309.000000 Penalty: 5665.569824
	Iteration 25Q: 3 clusters Score -1.033531e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 89974 members 
Entering Unmasked Estep 
Score: -10335331.000000 Penalty: 5665.569824
	Iteration 26Q: 3 clusters Score -1.033533e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 90003 members 
Entering Unmasked Estep 
Score: -10335352.000000 Penalty: 5665.569824
	Iteration 27Q: 3 clusters Score -1.033535e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 90025 members 
Entering Unmasked Estep 
Score: -10335380.000000 Penalty: 5665.569824
	Iteration 28Q: 3 clusters Score -1.033538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 90044 members 
Entering Unmasked Estep 
Score: -10335376.000000 Penalty: 5665.569824
	Iteration 29Q: 3 clusters Score -1.033538e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 90057 members 
Entering Unmasked Estep 
Score: -10335386.000000 Penalty: 5665.569824
	Iteration 30Q: 3 clusters Score -1.033539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 90067 members 
Entering Unmasked Estep 
Score: -10335374.000000 Penalty: 5665.569824
	Iteration 31Q: 3 clusters Score -1.033537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -10335373.000000 Penalty: 5665.569824
	Iteration 32Q: 3 clusters Score -1.033537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -10335385.000000 Penalty: 5665.569824
	Iteration 33Q: 3 clusters Score -1.033538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 90093 members 
Entering Unmasked Estep 
Score: -10335386.000000 Penalty: 5665.569824
	Iteration 34Q: 3 clusters Score -1.033539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -10335387.000000 Penalty: 5665.569824
	Iteration 35Q: 3 clusters Score -1.033539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 90103 members 
Entering Unmasked Estep 
Score: -10335387.000000 Penalty: 5665.569824
	Iteration 36Q: 3 clusters Score -1.033539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 90104 members 
Entering Unmasked Estep 
Score: -10335392.000000 Penalty: 5665.569824
	Iteration 37Q: 3 clusters Score -1.033539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 90105 members 
Entering Unmasked Estep 
Score: -10335390.000000 Penalty: 5665.569824
	Iteration 38Q: 3 clusters Score -1.033539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 90107 members 
Entering Unmasked Estep 
Score: -10335388.000000 Penalty: 5665.569824
	Iteration 39Q: 3 clusters Score -1.033539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -10335389.000000 Penalty: 5665.569824
	Iteration 40F: 3 clusters Score -1.033539e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 90123 members 
Entering Unmasked Estep 
Score: -10335388.000000 Penalty: 5665.569824
	Iteration 41Q: 3 clusters Score -1.033539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 90133 members 
Entering Unmasked Estep 
Score: -10335394.000000 Penalty: 5665.569824
	Iteration 42Q: 3 clusters Score -1.033539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 90146 members 
Entering Unmasked Estep 
Score: -10335394.000000 Penalty: 5665.569824
	Iteration 43Q: 3 clusters Score -1.033539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -10335385.000000 Penalty: 5665.569824
	Iteration 44Q: 3 clusters Score -1.033538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 90161 members 
Entering Unmasked Estep 
Score: -10335384.000000 Penalty: 5665.569824
	Iteration 45Q: 3 clusters Score -1.033538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 90164 members 
Entering Unmasked Estep 
Score: -10335381.000000 Penalty: 5665.569824
	Iteration 46Q: 3 clusters Score -1.033538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 90170 members 
Entering Unmasked Estep 
Score: -10335382.000000 Penalty: 5665.569824
	Iteration 47Q: 3 clusters Score -1.033538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 90173 members 
Entering Unmasked Estep 
Score: -10335378.000000 Penalty: 5665.569824
	Iteration 48Q: 3 clusters Score -1.033538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 90175 members 
Entering Unmasked Estep 
Score: -10335382.000000 Penalty: 5665.569824
	Iteration 49Q: 3 clusters Score -1.033538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -10335382.000000 Penalty: 5665.569824
	Iteration 50Q: 3 clusters Score -1.033538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 90181 members 
Entering Unmasked Estep 
Score: -10335384.000000 Penalty: 5665.569824
	Iteration 51Q: 3 clusters Score -1.033538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 90184 members 
Entering Unmasked Estep 
Score: -10335384.000000 Penalty: 5665.569824
	Iteration 52Q: 3 clusters Score -1.033538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 90185 members 
Entering Unmasked Estep 
Score: -10335385.000000 Penalty: 5665.569824
	Iteration 53Q: 3 clusters Score -1.033538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 90188 members 
Entering Unmasked Estep 
Score: -10335381.000000 Penalty: 5665.569824
	Iteration 54Q: 3 clusters Score -1.033538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 90194 members 
Entering Unmasked Estep 
Score: -10335383.000000 Penalty: 5665.569824
	Iteration 55Q: 3 clusters Score -1.033538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 90204 members 
Entering Unmasked Estep 
Score: -10335394.000000 Penalty: 5665.569824
	Iteration 56Q: 3 clusters Score -1.033539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 90207 members 
Entering Unmasked Estep 
Score: -10335396.000000 Penalty: 5665.569824
	Iteration 57Q: 3 clusters Score -1.03354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 90213 members 
Entering Unmasked Estep 
Score: -10335396.000000 Penalty: 5665.569824
	Iteration 58Q: 3 clusters Score -1.03354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
Score: -10335396.000000 Penalty: 5665.569824
	Iteration 59Q: 3 clusters Score -1.03354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -10335399.000000 Penalty: 5665.569824
	Iteration 60F: 3 clusters Score -1.03354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 90218 members 
Entering Unmasked Estep 
Score: -10335401.000000 Penalty: 5665.569824
	Iteration 61Q: 3 clusters Score -1.03354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 90219 members 
Entering Unmasked Estep 
Score: -10335399.000000 Penalty: 5665.569824
	Iteration 62Q: 3 clusters Score -1.03354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 90221 members 
Entering Unmasked Estep 
Score: -10335392.000000 Penalty: 5665.569824
	Iteration 63Q: 3 clusters Score -1.033539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 90224 members 
Entering Unmasked Estep 
Score: -10335392.000000 Penalty: 5665.569824
	Iteration 64Q: 3 clusters Score -1.033539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 90225 members 
Entering Unmasked Estep 
Score: -10335402.000000 Penalty: 5665.569824
	Iteration 65Q: 3 clusters Score -1.03354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 90227 members 
Entering Unmasked Estep 
Score: -10335398.000000 Penalty: 5665.569824
	Iteration 66Q: 3 clusters Score -1.03354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 90230 members 
Entering Unmasked Estep 
Score: -10335388.000000 Penalty: 5665.569824
	Iteration 67Q: 3 clusters Score -1.033539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 90234 members 
Entering Unmasked Estep 
Score: -10335390.000000 Penalty: 5665.569824
	Iteration 68Q: 3 clusters Score -1.033539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 90238 members 
Entering Unmasked Estep 
Score: -10335389.000000 Penalty: 5665.569824
	Iteration 69Q: 3 clusters Score -1.033539e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -10335393.000000 Penalty: 5665.569824
	Iteration 70Q: 3 clusters Score -1.033539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 90245 members 
Entering Unmasked Estep 
Score: -10335383.000000 Penalty: 5665.569824
	Iteration 71Q: 3 clusters Score -1.033538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 90250 members 
Entering Unmasked Estep 
Score: -10335393.000000 Penalty: 5665.569824
	Iteration 72Q: 3 clusters Score -1.033539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -10335407.000000 Penalty: 5665.569824
	Iteration 73Q: 3 clusters Score -1.033541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 90259 members 
Entering Unmasked Estep 
Score: -10335399.000000 Penalty: 5665.569824
	Iteration 74Q: 3 clusters Score -1.03354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 90263 members 
Entering Unmasked Estep 
Score: -10335401.000000 Penalty: 5665.569824
	Iteration 75Q: 3 clusters Score -1.03354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -10335409.000000 Penalty: 5665.569824
	Iteration 76Q: 3 clusters Score -1.033541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -10335412.000000 Penalty: 5665.569824
	Iteration 77Q: 3 clusters Score -1.033541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 90280 members 
Entering Unmasked Estep 
Score: -10335407.000000 Penalty: 5665.569824
	Iteration 78Q: 3 clusters Score -1.033541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 90282 members 
Entering Unmasked Estep 
Score: -10335410.000000 Penalty: 5665.569824
	Iteration 79Q: 3 clusters Score -1.033541e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 90282 members 
Entering Unmasked Estep 
Score: -10335410.000000 Penalty: 5665.569824
	Iteration 80F: 3 clusters Score -1.033541e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Entering Unmasked Estep 
Score: -2870830.250000 Penalty: 2516.558594
	Iteration 0F: 2 clusters Score -2870830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2853351.250000 Penalty: 5033.117188
	Iteration 0F: 3 clusters Score -2853351 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2859417.500000 Penalty: 5033.117188
	Iteration 1F: 3 clusters Score -2859418 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2859895.750000 Penalty: 5033.117188
	Iteration 2F: 3 clusters Score -2859896 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2860386.500000 Penalty: 5033.117188
	Iteration 3Q: 3 clusters Score -2860386 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2860911.000000 Penalty: 5033.117188
	Iteration 4Q: 3 clusters Score -2860911 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2861534.750000 Penalty: 5033.117188
	Iteration 5Q: 3 clusters Score -2861535 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2862297.500000 Penalty: 5033.117188
	Iteration 6F: 3 clusters Score -2862298 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2863226.500000 Penalty: 5033.117188
	Iteration 7F: 3 clusters Score -2863226 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2864268.750000 Penalty: 5033.117188
	Iteration 8F: 3 clusters Score -2864269 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2865418.000000 Penalty: 5033.117188
	Iteration 9F: 3 clusters Score -2865418 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2866524.500000 Penalty: 5033.117188
	Iteration 10F: 3 clusters Score -2866524 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2867413.250000 Penalty: 5033.117188
	Iteration 11Q: 3 clusters Score -2867413 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2868122.000000 Penalty: 5033.117188
	Iteration 12Q: 3 clusters Score -2868122 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2868553.000000 Penalty: 5033.117188
	Iteration 13Q: 3 clusters Score -2868553 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2868837.250000 Penalty: 5033.117188
	Iteration 14Q: 3 clusters Score -2868837 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -2869006.750000 Penalty: 5033.117188
	Iteration 15Q: 3 clusters Score -2869007 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -2869094.500000 Penalty: 5033.117188
	Iteration 16Q: 3 clusters Score -2869094 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -2869158.000000 Penalty: 5033.117188
	Iteration 17Q: 3 clusters Score -2869158 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2869197.750000 Penalty: 5033.117188
	Iteration 18Q: 3 clusters Score -2869198 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2869224.250000 Penalty: 5033.117188
	Iteration 19Q: 3 clusters Score -2869224 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2869239.750000 Penalty: 5033.117188
	Iteration 20F: 3 clusters Score -2869240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -2869250.000000 Penalty: 5033.117188
	Iteration 21Q: 3 clusters Score -2869250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2869256.250000 Penalty: 5033.117188
	Iteration 22Q: 3 clusters Score -2869256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2869260.500000 Penalty: 5033.117188
	Iteration 23Q: 3 clusters Score -2869260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2869259.250000 Penalty: 5033.117188
	Iteration 24Q: 3 clusters Score -2869259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -2869260.000000 Penalty: 5033.117188
	Iteration 25Q: 3 clusters Score -2869260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2869271.750000 Penalty: 5033.117188
	Iteration 26Q: 3 clusters Score -2869272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2869271.250000 Penalty: 5033.117188
	Iteration 27Q: 3 clusters Score -2869271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2869279.250000 Penalty: 5033.117188
	Iteration 28Q: 3 clusters Score -2869279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2869277.500000 Penalty: 5033.117188
	Iteration 29Q: 3 clusters Score -2869278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2869278.250000 Penalty: 5033.117188
	Iteration 30Q: 3 clusters Score -2869278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2869276.250000 Penalty: 5033.117188
	Iteration 31Q: 3 clusters Score -2869276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2869274.750000 Penalty: 5033.117188
	Iteration 32Q: 3 clusters Score -2869275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2869278.250000 Penalty: 5033.117188
	Iteration 33Q: 3 clusters Score -2869278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2869283.000000 Penalty: 5033.117188
	Iteration 34Q: 3 clusters Score -2869283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2869287.000000 Penalty: 5033.117188
	Iteration 35Q: 3 clusters Score -2869287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2869288.750000 Penalty: 5033.117188
	Iteration 36Q: 3 clusters Score -2869289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2869289.000000 Penalty: 5033.117188
	Iteration 37Q: 3 clusters Score -2869289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2869289.000000 Penalty: 5033.117188
	Iteration 38F: 3 clusters Score -2869289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Entering Unmasked Estep 
Score: -860186.000000 Penalty: 2223.371338
	Iteration 0F: 2 clusters Score -860186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -853847.000000 Penalty: 4446.742676
	Iteration 0F: 3 clusters Score -853847 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -855530.937500 Penalty: 4446.742676
	Iteration 1F: 3 clusters Score -855530.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -855753.812500 Penalty: 4446.742676
	Iteration 2F: 3 clusters Score -855753.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -855908.750000 Penalty: 4446.742676
	Iteration 3Q: 3 clusters Score -855908.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -856041.625000 Penalty: 4446.742676
	Iteration 4Q: 3 clusters Score -856041.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -856166.437500 Penalty: 4446.742676
	Iteration 5Q: 3 clusters Score -856166.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -856288.312500 Penalty: 4446.742676
	Iteration 6Q: 3 clusters Score -856288.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -856429.562500 Penalty: 4446.742676
	Iteration 7Q: 3 clusters Score -856429.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -856577.875000 Penalty: 4446.742676
	Iteration 8Q: 3 clusters Score -856577.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -856755.500000 Penalty: 4446.742676
	Iteration 9Q: 3 clusters Score -856755.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -856983.125000 Penalty: 4446.742676
	Iteration 10Q: 3 clusters Score -856983.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -857227.500000 Penalty: 4446.742676
	Iteration 11Q: 3 clusters Score -857227.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -857444.875000 Penalty: 4446.742676
	Iteration 12Q: 3 clusters Score -857444.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -857675.000000 Penalty: 4446.742676
	Iteration 13Q: 3 clusters Score -857675 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -857864.437500 Penalty: 4446.742676
	Iteration 14Q: 3 clusters Score -857864.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -857999.250000 Penalty: 4446.742676
	Iteration 15Q: 3 clusters Score -857999.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -858098.375000 Penalty: 4446.742676
	Iteration 16Q: 3 clusters Score -858098.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -858160.937500 Penalty: 4446.742676
	Iteration 17Q: 3 clusters Score -858160.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -858202.875000 Penalty: 4446.742676
	Iteration 18Q: 3 clusters Score -858202.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -858237.687500 Penalty: 4446.742676
	Iteration 19Q: 3 clusters Score -858237.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -858276.500000 Penalty: 4446.742676
	Iteration 20F: 3 clusters Score -858276.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -858299.812500 Penalty: 4446.742676
	Iteration 21Q: 3 clusters Score -858299.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -858311.875000 Penalty: 4446.742676
	Iteration 22Q: 3 clusters Score -858311.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -858321.250000 Penalty: 4446.742676
	Iteration 23Q: 3 clusters Score -858321.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -858327.187500 Penalty: 4446.742676
	Iteration 24Q: 3 clusters Score -858327.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -858328.000000 Penalty: 4446.742676
	Iteration 25Q: 3 clusters Score -858328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -858327.125000 Penalty: 4446.742676
	Iteration 26Q: 3 clusters Score -858327.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -858327.125000 Penalty: 4446.742676
	Iteration 27F: 3 clusters Score -858327.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -84844.039062 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -84844.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -83066.085938 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -83066.09 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -83489.085938 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -83489.09 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -83697.570312 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -83697.57 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -83816.765625 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -83816.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -83879.992188 Penalty: 3369.002930
	Iteration 4Q: 3 clusters Score -83879.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -83911.296875 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -83911.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -83923.984375 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -83923.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -83938.000000 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -83938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -83960.101562 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -83960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -83973.601562 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -83973.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -83981.101562 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -83981.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -83987.953125 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -83987.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -83990.789062 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -83990.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -83993.148438 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -83993.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -83993.148438 Penalty: 3369.002930
	Iteration 14F: 3 clusters Score -83993.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -283823.625000 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -283823.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -280782.281250 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -280782.3 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -281375.312500 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -281375.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -281511.468750 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -281511.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -281578.656250 Penalty: 3895.195312
	Iteration 3Q: 3 clusters Score -281578.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -281617.312500 Penalty: 3895.195312
	Iteration 4Q: 3 clusters Score -281617.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -281645.281250 Penalty: 3895.195312
	Iteration 5Q: 3 clusters Score -281645.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -281666.156250 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -281666.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -281678.531250 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -281678.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -281689.937500 Penalty: 3895.195312
	Iteration 8Q: 3 clusters Score -281689.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -281699.031250 Penalty: 3895.195312
	Iteration 9Q: 3 clusters Score -281699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -281706.406250 Penalty: 3895.195312
	Iteration 10Q: 3 clusters Score -281706.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -281713.718750 Penalty: 3895.195312
	Iteration 11Q: 3 clusters Score -281713.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -281720.437500 Penalty: 3895.195312
	Iteration 12Q: 3 clusters Score -281720.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -281728.312500 Penalty: 3895.195312
	Iteration 13Q: 3 clusters Score -281728.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -281735.437500 Penalty: 3895.195312
	Iteration 14Q: 3 clusters Score -281735.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -281741.468750 Penalty: 3895.195312
	Iteration 15Q: 3 clusters Score -281741.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -281746.281250 Penalty: 3895.195312
	Iteration 16Q: 3 clusters Score -281746.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -281751.437500 Penalty: 3895.195312
	Iteration 17Q: 3 clusters Score -281751.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -281753.937500 Penalty: 3895.195312
	Iteration 18Q: 3 clusters Score -281753.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -281754.718750 Penalty: 3895.195312
	Iteration 19Q: 3 clusters Score -281754.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -281755.843750 Penalty: 3895.195312
	Iteration 20F: 3 clusters Score -281755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -281757.125000 Penalty: 3895.195312
	Iteration 21Q: 3 clusters Score -281757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -281757.937500 Penalty: 3895.195312
	Iteration 22Q: 3 clusters Score -281757.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -281758.781250 Penalty: 3895.195312
	Iteration 23Q: 3 clusters Score -281758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -281762.218750 Penalty: 3895.195312
	Iteration 24Q: 3 clusters Score -281762.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -281763.593750 Penalty: 3895.195312
	Iteration 25Q: 3 clusters Score -281763.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -281765.031250 Penalty: 3895.195312
	Iteration 26Q: 3 clusters Score -281765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -281768.125000 Penalty: 3895.195312
	Iteration 27Q: 3 clusters Score -281768.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -281772.093750 Penalty: 3895.195312
	Iteration 28Q: 3 clusters Score -281772.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -281775.906250 Penalty: 3895.195312
	Iteration 29Q: 3 clusters Score -281775.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -281779.625000 Penalty: 3895.195312
	Iteration 30Q: 3 clusters Score -281779.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -281782.468750 Penalty: 3895.195312
	Iteration 31Q: 3 clusters Score -281782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -281784.531250 Penalty: 3895.195312
	Iteration 32Q: 3 clusters Score -281784.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -281787.156250 Penalty: 3895.195312
	Iteration 33Q: 3 clusters Score -281787.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -281791.843750 Penalty: 3895.195312
	Iteration 34Q: 3 clusters Score -281791.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -281794.562500 Penalty: 3895.195312
	Iteration 35Q: 3 clusters Score -281794.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -281796.875000 Penalty: 3895.195312
	Iteration 36Q: 3 clusters Score -281796.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -281798.156250 Penalty: 3895.195312
	Iteration 37Q: 3 clusters Score -281798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -281799.250000 Penalty: 3895.195312
	Iteration 38Q: 3 clusters Score -281799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -281799.250000 Penalty: 3895.195312
	Iteration 39F: 3 clusters Score -281799.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Entering Unmasked Estep 
Score: -1009538.437500 Penalty: 2257.345215
	Iteration 0F: 2 clusters Score -1009538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1002574.187500 Penalty: 4514.690430
	Iteration 0F: 3 clusters Score -1002574 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1004480.437500 Penalty: 4514.690430
	Iteration 1F: 3 clusters Score -1004480 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1004720.000000 Penalty: 4514.690430
	Iteration 2F: 3 clusters Score -1004720 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1004878.062500 Penalty: 4514.690430
	Iteration 3Q: 3 clusters Score -1004878 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1004987.750000 Penalty: 4514.690430
	Iteration 4Q: 3 clusters Score -1004988 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1005072.250000 Penalty: 4514.690430
	Iteration 5Q: 3 clusters Score -1005072 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1005145.562500 Penalty: 4514.690430
	Iteration 6Q: 3 clusters Score -1005146 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1005210.062500 Penalty: 4514.690430
	Iteration 7Q: 3 clusters Score -1005210 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1005262.625000 Penalty: 4514.690430
	Iteration 8Q: 3 clusters Score -1005263 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1005306.750000 Penalty: 4514.690430
	Iteration 9Q: 3 clusters Score -1005307 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1005344.812500 Penalty: 4514.690430
	Iteration 10Q: 3 clusters Score -1005345 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1005395.437500 Penalty: 4514.690430
	Iteration 11Q: 3 clusters Score -1005395 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1005455.437500 Penalty: 4514.690430
	Iteration 12Q: 3 clusters Score -1005455 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1005531.375000 Penalty: 4514.690430
	Iteration 13Q: 3 clusters Score -1005531 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1005628.375000 Penalty: 4514.690430
	Iteration 14Q: 3 clusters Score -1005628 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1005748.625000 Penalty: 4514.690430
	Iteration 15Q: 3 clusters Score -1005749 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1005907.625000 Penalty: 4514.690430
	Iteration 16Q: 3 clusters Score -1005908 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1006124.187500 Penalty: 4514.690430
	Iteration 17Q: 3 clusters Score -1006124 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1006370.000000 Penalty: 4514.690430
	Iteration 18Q: 3 clusters Score -1006370 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1006623.562500 Penalty: 4514.690430
	Iteration 19Q: 3 clusters Score -1006624 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1006803.187500 Penalty: 4514.690430
	Iteration 20F: 3 clusters Score -1006803 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1006946.312500 Penalty: 4514.690430
	Iteration 21Q: 3 clusters Score -1006946 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1007075.562500 Penalty: 4514.690430
	Iteration 22Q: 3 clusters Score -1007076 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1007171.625000 Penalty: 4514.690430
	Iteration 23Q: 3 clusters Score -1007172 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1007233.187500 Penalty: 4514.690430
	Iteration 24Q: 3 clusters Score -1007233 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1007292.250000 Penalty: 4514.690430
	Iteration 25Q: 3 clusters Score -1007292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1007324.250000 Penalty: 4514.690430
	Iteration 26Q: 3 clusters Score -1007324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1007353.000000 Penalty: 4514.690430
	Iteration 27Q: 3 clusters Score -1007353 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1007384.187500 Penalty: 4514.690430
	Iteration 28Q: 3 clusters Score -1007384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1007403.500000 Penalty: 4514.690430
	Iteration 29Q: 3 clusters Score -1007404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1007420.375000 Penalty: 4514.690430
	Iteration 30Q: 3 clusters Score -1007420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1007434.875000 Penalty: 4514.690430
	Iteration 31Q: 3 clusters Score -1007435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1007452.562500 Penalty: 4514.690430
	Iteration 32Q: 3 clusters Score -1007453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1007463.750000 Penalty: 4514.690430
	Iteration 33Q: 3 clusters Score -1007464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1007473.062500 Penalty: 4514.690430
	Iteration 34Q: 3 clusters Score -1007473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1007487.625000 Penalty: 4514.690430
	Iteration 35Q: 3 clusters Score -1007488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1007498.562500 Penalty: 4514.690430
	Iteration 36Q: 3 clusters Score -1007499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1007505.000000 Penalty: 4514.690430
	Iteration 37Q: 3 clusters Score -1007505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1007509.500000 Penalty: 4514.690430
	Iteration 38Q: 3 clusters Score -1007510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1007512.625000 Penalty: 4514.690430
	Iteration 39Q: 3 clusters Score -1007513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1007516.812500 Penalty: 4514.690430
	Iteration 40F: 3 clusters Score -1007517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1007524.625000 Penalty: 4514.690430
	Iteration 41Q: 3 clusters Score -1007525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1007524.687500 Penalty: 4514.690430
	Iteration 42Q: 3 clusters Score -1007525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1007526.312500 Penalty: 4514.690430
	Iteration 43Q: 3 clusters Score -1007526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1007530.500000 Penalty: 4514.690430
	Iteration 44Q: 3 clusters Score -1007530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1007532.000000 Penalty: 4514.690430
	Iteration 45Q: 3 clusters Score -1007532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1007535.500000 Penalty: 4514.690430
	Iteration 46Q: 3 clusters Score -1007536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1007537.937500 Penalty: 4514.690430
	Iteration 47Q: 3 clusters Score -1007538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1007539.750000 Penalty: 4514.690430
	Iteration 48Q: 3 clusters Score -1007540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1007544.312500 Penalty: 4514.690430
	Iteration 49Q: 3 clusters Score -1007544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1007549.625000 Penalty: 4514.690430
	Iteration 50Q: 3 clusters Score -1007550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1007552.562500 Penalty: 4514.690430
	Iteration 51Q: 3 clusters Score -1007553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1007555.687500 Penalty: 4514.690430
	Iteration 52Q: 3 clusters Score -1007556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1007562.062500 Penalty: 4514.690430
	Iteration 53Q: 3 clusters Score -1007562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1007565.750000 Penalty: 4514.690430
	Iteration 54Q: 3 clusters Score -1007566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1007573.250000 Penalty: 4514.690430
	Iteration 55Q: 3 clusters Score -1007573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1007577.937500 Penalty: 4514.690430
	Iteration 56Q: 3 clusters Score -1007578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1007584.000000 Penalty: 4514.690430
	Iteration 57Q: 3 clusters Score -1007584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1007591.562500 Penalty: 4514.690430
	Iteration 58Q: 3 clusters Score -1007592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1007600.437500 Penalty: 4514.690430
	Iteration 59Q: 3 clusters Score -1007600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1007607.437500 Penalty: 4514.690430
	Iteration 60F: 3 clusters Score -1007607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1007611.812500 Penalty: 4514.690430
	Iteration 61Q: 3 clusters Score -1007612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1007616.000000 Penalty: 4514.690430
	Iteration 62Q: 3 clusters Score -1007616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1007620.625000 Penalty: 4514.690430
	Iteration 63Q: 3 clusters Score -1007621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1007623.750000 Penalty: 4514.690430
	Iteration 64Q: 3 clusters Score -1007624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1007624.875000 Penalty: 4514.690430
	Iteration 65Q: 3 clusters Score -1007625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1007627.875000 Penalty: 4514.690430
	Iteration 66Q: 3 clusters Score -1007628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1007628.312500 Penalty: 4514.690430
	Iteration 67Q: 3 clusters Score -1007628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1007628.312500 Penalty: 4514.690430
	Iteration 68F: 3 clusters Score -1007628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Entering Unmasked Estep 
Score: -452724.187500 Penalty: 2101.363770
	Iteration 0F: 2 clusters Score -452724.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -448332.468750 Penalty: 4202.727539
	Iteration 0F: 3 clusters Score -448332.5 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -449441.468750 Penalty: 4202.727539
	Iteration 1F: 3 clusters Score -449441.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -449702.593750 Penalty: 4202.727539
	Iteration 2F: 3 clusters Score -449702.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -449903.812500 Penalty: 4202.727539
	Iteration 3F: 3 clusters Score -449903.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -450120.437500 Penalty: 4202.727539
	Iteration 4F: 3 clusters Score -450120.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -450370.625000 Penalty: 4202.727539
	Iteration 5F: 3 clusters Score -450370.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -450622.406250 Penalty: 4202.727539
	Iteration 6F: 3 clusters Score -450622.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -450892.343750 Penalty: 4202.727539
	Iteration 7F: 3 clusters Score -450892.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -451082.406250 Penalty: 4202.727539
	Iteration 8Q: 3 clusters Score -451082.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -451251.531250 Penalty: 4202.727539
	Iteration 9Q: 3 clusters Score -451251.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -451390.875000 Penalty: 4202.727539
	Iteration 10Q: 3 clusters Score -451390.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -451506.250000 Penalty: 4202.727539
	Iteration 11Q: 3 clusters Score -451506.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -451577.343750 Penalty: 4202.727539
	Iteration 12Q: 3 clusters Score -451577.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -451617.406250 Penalty: 4202.727539
	Iteration 13Q: 3 clusters Score -451617.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -451645.437500 Penalty: 4202.727539
	Iteration 14Q: 3 clusters Score -451645.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -451669.093750 Penalty: 4202.727539
	Iteration 15Q: 3 clusters Score -451669.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -451688.718750 Penalty: 4202.727539
	Iteration 16Q: 3 clusters Score -451688.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -451704.218750 Penalty: 4202.727539
	Iteration 17Q: 3 clusters Score -451704.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -451715.500000 Penalty: 4202.727539
	Iteration 18Q: 3 clusters Score -451715.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -451722.093750 Penalty: 4202.727539
	Iteration 19Q: 3 clusters Score -451722.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -451728.000000 Penalty: 4202.727539
	Iteration 20F: 3 clusters Score -451728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -451733.062500 Penalty: 4202.727539
	Iteration 21Q: 3 clusters Score -451733.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -451737.218750 Penalty: 4202.727539
	Iteration 22Q: 3 clusters Score -451737.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -451742.093750 Penalty: 4202.727539
	Iteration 23Q: 3 clusters Score -451742.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -451744.937500 Penalty: 4202.727539
	Iteration 24Q: 3 clusters Score -451744.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -451747.593750 Penalty: 4202.727539
	Iteration 25Q: 3 clusters Score -451747.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -451752.250000 Penalty: 4202.727539
	Iteration 26Q: 3 clusters Score -451752.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -451756.625000 Penalty: 4202.727539
	Iteration 27Q: 3 clusters Score -451756.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -451761.718750 Penalty: 4202.727539
	Iteration 28Q: 3 clusters Score -451761.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -451770.437500 Penalty: 4202.727539
	Iteration 29Q: 3 clusters Score -451770.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -451773.937500 Penalty: 4202.727539
	Iteration 30Q: 3 clusters Score -451773.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -451779.968750 Penalty: 4202.727539
	Iteration 31Q: 3 clusters Score -451780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -451783.093750 Penalty: 4202.727539
	Iteration 32Q: 3 clusters Score -451783.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -451786.812500 Penalty: 4202.727539
	Iteration 33Q: 3 clusters Score -451786.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -451789.500000 Penalty: 4202.727539
	Iteration 34Q: 3 clusters Score -451789.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -451792.562500 Penalty: 4202.727539
	Iteration 35Q: 3 clusters Score -451792.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -451792.812500 Penalty: 4202.727539
	Iteration 36Q: 3 clusters Score -451792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -451792.656250 Penalty: 4202.727539
	Iteration 37Q: 3 clusters Score -451792.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -451793.343750 Penalty: 4202.727539
	Iteration 38Q: 3 clusters Score -451793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -451793.375000 Penalty: 4202.727539
	Iteration 39Q: 3 clusters Score -451793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -451793.375000 Penalty: 4202.727539
	Iteration 40F: 3 clusters Score -451793.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Entering Unmasked Estep 
Score: -2474487.000000 Penalty: 2477.959961
	Iteration 0F: 2 clusters Score -2474487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2459301.500000 Penalty: 4955.919922
	Iteration 0F: 3 clusters Score -2459302 nChanged 9633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2464569.750000 Penalty: 4955.919922
	Iteration 1F: 3 clusters Score -2464570 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2464971.500000 Penalty: 4955.919922
	Iteration 2F: 3 clusters Score -2464972 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2465304.250000 Penalty: 4955.919922
	Iteration 3Q: 3 clusters Score -2465304 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2465577.000000 Penalty: 4955.919922
	Iteration 4Q: 3 clusters Score -2465577 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2465812.750000 Penalty: 4955.919922
	Iteration 5Q: 3 clusters Score -2465813 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2466038.500000 Penalty: 4955.919922
	Iteration 6Q: 3 clusters Score -2466038 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2466313.250000 Penalty: 4955.919922
	Iteration 7Q: 3 clusters Score -2466313 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2466694.000000 Penalty: 4955.919922
	Iteration 8Q: 3 clusters Score -2466694 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2467220.000000 Penalty: 4955.919922
	Iteration 9Q: 3 clusters Score -2467220 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -2467904.250000 Penalty: 4955.919922
	Iteration 10Q: 3 clusters Score -2467904 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2468767.500000 Penalty: 4955.919922
	Iteration 11F: 3 clusters Score -2468768 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2469553.500000 Penalty: 4955.919922
	Iteration 12F: 3 clusters Score -2469554 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2470092.250000 Penalty: 4955.919922
	Iteration 13Q: 3 clusters Score -2470092 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2470406.750000 Penalty: 4955.919922
	Iteration 14Q: 3 clusters Score -2470407 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2470575.500000 Penalty: 4955.919922
	Iteration 15Q: 3 clusters Score -2470576 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2470694.500000 Penalty: 4955.919922
	Iteration 16Q: 3 clusters Score -2470694 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2470782.500000 Penalty: 4955.919922
	Iteration 17Q: 3 clusters Score -2470782 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2470855.000000 Penalty: 4955.919922
	Iteration 18Q: 3 clusters Score -2470855 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2470928.000000 Penalty: 4955.919922
	Iteration 19Q: 3 clusters Score -2470928 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2470985.750000 Penalty: 4955.919922
	Iteration 20F: 3 clusters Score -2470986 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2471028.750000 Penalty: 4955.919922
	Iteration 21Q: 3 clusters Score -2471029 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2471077.500000 Penalty: 4955.919922
	Iteration 22Q: 3 clusters Score -2471078 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -2471119.000000 Penalty: 4955.919922
	Iteration 23Q: 3 clusters Score -2471119 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2471154.750000 Penalty: 4955.919922
	Iteration 24Q: 3 clusters Score -2471155 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2471189.250000 Penalty: 4955.919922
	Iteration 25Q: 3 clusters Score -2471189 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2471213.250000 Penalty: 4955.919922
	Iteration 26Q: 3 clusters Score -2471213 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2471249.750000 Penalty: 4955.919922
	Iteration 27Q: 3 clusters Score -2471250 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2471288.500000 Penalty: 4955.919922
	Iteration 28Q: 3 clusters Score -2471288 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2471322.250000 Penalty: 4955.919922
	Iteration 29Q: 3 clusters Score -2471322 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2471350.250000 Penalty: 4955.919922
	Iteration 30Q: 3 clusters Score -2471350 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2471384.750000 Penalty: 4955.919922
	Iteration 31Q: 3 clusters Score -2471385 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2471403.250000 Penalty: 4955.919922
	Iteration 32Q: 3 clusters Score -2471403 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2471428.250000 Penalty: 4955.919922
	Iteration 33Q: 3 clusters Score -2471428 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -2471444.750000 Penalty: 4955.919922
	Iteration 34Q: 3 clusters Score -2471445 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2471455.750000 Penalty: 4955.919922
	Iteration 35Q: 3 clusters Score -2471456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2471478.250000 Penalty: 4955.919922
	Iteration 36Q: 3 clusters Score -2471478 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2471496.500000 Penalty: 4955.919922
	Iteration 37Q: 3 clusters Score -2471496 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2471509.750000 Penalty: 4955.919922
	Iteration 38Q: 3 clusters Score -2471510 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2471532.250000 Penalty: 4955.919922
	Iteration 39Q: 3 clusters Score -2471532 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2471548.750000 Penalty: 4955.919922
	Iteration 40F: 3 clusters Score -2471549 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2471560.500000 Penalty: 4955.919922
	Iteration 41Q: 3 clusters Score -2471560 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2471579.750000 Penalty: 4955.919922
	Iteration 42Q: 3 clusters Score -2471580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -2471595.250000 Penalty: 4955.919922
	Iteration 43Q: 3 clusters Score -2471595 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2471610.250000 Penalty: 4955.919922
	Iteration 44Q: 3 clusters Score -2471610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2471616.750000 Penalty: 4955.919922
	Iteration 45Q: 3 clusters Score -2471617 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2471635.250000 Penalty: 4955.919922
	Iteration 46Q: 3 clusters Score -2471635 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -2471643.250000 Penalty: 4955.919922
	Iteration 47Q: 3 clusters Score -2471643 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2471661.750000 Penalty: 4955.919922
	Iteration 48Q: 3 clusters Score -2471662 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2471685.500000 Penalty: 4955.919922
	Iteration 49Q: 3 clusters Score -2471686 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2471694.750000 Penalty: 4955.919922
	Iteration 50Q: 3 clusters Score -2471695 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2471695.250000 Penalty: 4955.919922
	Iteration 51Q: 3 clusters Score -2471695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2471699.000000 Penalty: 4955.919922
	Iteration 52Q: 3 clusters Score -2471699 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2471707.000000 Penalty: 4955.919922
	Iteration 53Q: 3 clusters Score -2471707 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2471723.750000 Penalty: 4955.919922
	Iteration 54Q: 3 clusters Score -2471724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2471743.000000 Penalty: 4955.919922
	Iteration 55Q: 3 clusters Score -2471743 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2471758.000000 Penalty: 4955.919922
	Iteration 56Q: 3 clusters Score -2471758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2471778.750000 Penalty: 4955.919922
	Iteration 57Q: 3 clusters Score -2471779 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2471786.250000 Penalty: 4955.919922
	Iteration 58Q: 3 clusters Score -2471786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2471790.750000 Penalty: 4955.919922
	Iteration 59Q: 3 clusters Score -2471791 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2471791.250000 Penalty: 4955.919922
	Iteration 60F: 3 clusters Score -2471791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2471804.500000 Penalty: 4955.919922
	Iteration 61Q: 3 clusters Score -2471804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2471809.500000 Penalty: 4955.919922
	Iteration 62Q: 3 clusters Score -2471810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2471821.250000 Penalty: 4955.919922
	Iteration 63Q: 3 clusters Score -2471821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2471817.500000 Penalty: 4955.919922
	Iteration 64Q: 3 clusters Score -2471818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2471823.000000 Penalty: 4955.919922
	Iteration 65Q: 3 clusters Score -2471823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2471828.750000 Penalty: 4955.919922
	Iteration 66Q: 3 clusters Score -2471829 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2471828.750000 Penalty: 4955.919922
	Iteration 67Q: 3 clusters Score -2471829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2471832.250000 Penalty: 4955.919922
	Iteration 68Q: 3 clusters Score -2471832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2471835.250000 Penalty: 4955.919922
	Iteration 69Q: 3 clusters Score -2471835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2471838.000000 Penalty: 4955.919922
	Iteration 70Q: 3 clusters Score -2471838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2471844.250000 Penalty: 4955.919922
	Iteration 71Q: 3 clusters Score -2471844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2471853.000000 Penalty: 4955.919922
	Iteration 72Q: 3 clusters Score -2471853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2471858.250000 Penalty: 4955.919922
	Iteration 73Q: 3 clusters Score -2471858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2471856.250000 Penalty: 4955.919922
	Iteration 74Q: 3 clusters Score -2471856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2471853.500000 Penalty: 4955.919922
	Iteration 75Q: 3 clusters Score -2471854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2471867.250000 Penalty: 4955.919922
	Iteration 76Q: 3 clusters Score -2471867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2471864.500000 Penalty: 4955.919922
	Iteration 77Q: 3 clusters Score -2471864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2471877.250000 Penalty: 4955.919922
	Iteration 78Q: 3 clusters Score -2471877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2471879.250000 Penalty: 4955.919922
	Iteration 79Q: 3 clusters Score -2471879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2471884.500000 Penalty: 4955.919922
	Iteration 80F: 3 clusters Score -2471884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2471888.000000 Penalty: 4955.919922
	Iteration 81Q: 3 clusters Score -2471888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2471891.750000 Penalty: 4955.919922
	Iteration 82Q: 3 clusters Score -2471892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2471894.500000 Penalty: 4955.919922
	Iteration 83Q: 3 clusters Score -2471894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2471895.000000 Penalty: 4955.919922
	Iteration 84Q: 3 clusters Score -2471895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2471897.500000 Penalty: 4955.919922
	Iteration 85Q: 3 clusters Score -2471898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2471900.500000 Penalty: 4955.919922
	Iteration 86Q: 3 clusters Score -2471900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2471904.500000 Penalty: 4955.919922
	Iteration 87Q: 3 clusters Score -2471904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2471906.250000 Penalty: 4955.919922
	Iteration 88Q: 3 clusters Score -2471906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2471904.000000 Penalty: 4955.919922
	Iteration 89Q: 3 clusters Score -2471904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2471908.000000 Penalty: 4955.919922
	Iteration 90Q: 3 clusters Score -2471908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2471907.250000 Penalty: 4955.919922
	Iteration 91Q: 3 clusters Score -2471907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2471912.000000 Penalty: 4955.919922
	Iteration 92Q: 3 clusters Score -2471912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2471913.000000 Penalty: 4955.919922
	Iteration 93Q: 3 clusters Score -2471913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2471919.000000 Penalty: 4955.919922
	Iteration 94Q: 3 clusters Score -2471919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2471925.250000 Penalty: 4955.919922
	Iteration 95Q: 3 clusters Score -2471925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2471923.250000 Penalty: 4955.919922
	Iteration 96Q: 3 clusters Score -2471923 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2471935.250000 Penalty: 4955.919922
	Iteration 97Q: 3 clusters Score -2471935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2471933.500000 Penalty: 4955.919922
	Iteration 98Q: 3 clusters Score -2471934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2471931.250000 Penalty: 4955.919922
	Iteration 99Q: 3 clusters Score -2471931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2471931.000000 Penalty: 4955.919922
	Iteration 100F: 3 clusters Score -2471931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2471934.000000 Penalty: 4955.919922
	Iteration 101Q: 3 clusters Score -2471934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2471933.750000 Penalty: 4955.919922
	Iteration 102Q: 3 clusters Score -2471934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2471935.250000 Penalty: 4955.919922
	Iteration 103Q: 3 clusters Score -2471935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2471940.750000 Penalty: 4955.919922
	Iteration 104Q: 3 clusters Score -2471941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2471945.750000 Penalty: 4955.919922
	Iteration 105Q: 3 clusters Score -2471946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2471956.250000 Penalty: 4955.919922
	Iteration 106Q: 3 clusters Score -2471956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2471956.500000 Penalty: 4955.919922
	Iteration 107Q: 3 clusters Score -2471956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2471956.750000 Penalty: 4955.919922
	Iteration 108Q: 3 clusters Score -2471957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2471955.250000 Penalty: 4955.919922
	Iteration 109Q: 3 clusters Score -2471955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2471965.000000 Penalty: 4955.919922
	Iteration 110Q: 3 clusters Score -2471965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2471972.500000 Penalty: 4955.919922
	Iteration 111Q: 3 clusters Score -2471972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2471983.500000 Penalty: 4955.919922
	Iteration 112Q: 3 clusters Score -2471984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2471983.000000 Penalty: 4955.919922
	Iteration 113Q: 3 clusters Score -2471983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2471992.000000 Penalty: 4955.919922
	Iteration 114Q: 3 clusters Score -2471992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2471992.500000 Penalty: 4955.919922
	Iteration 115Q: 3 clusters Score -2471992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2471991.000000 Penalty: 4955.919922
	Iteration 116Q: 3 clusters Score -2471991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2471992.500000 Penalty: 4955.919922
	Iteration 117Q: 3 clusters Score -2471992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2471997.750000 Penalty: 4955.919922
	Iteration 118Q: 3 clusters Score -2471998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2472007.500000 Penalty: 4955.919922
	Iteration 119Q: 3 clusters Score -2472008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2472010.250000 Penalty: 4955.919922
	Iteration 120F: 3 clusters Score -2472010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2472013.500000 Penalty: 4955.919922
	Iteration 121Q: 3 clusters Score -2472014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2472015.000000 Penalty: 4955.919922
	Iteration 122Q: 3 clusters Score -2472015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2472015.250000 Penalty: 4955.919922
	Iteration 123Q: 3 clusters Score -2472015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2472017.250000 Penalty: 4955.919922
	Iteration 124Q: 3 clusters Score -2472017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2472019.250000 Penalty: 4955.919922
	Iteration 125Q: 3 clusters Score -2472019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2472022.750000 Penalty: 4955.919922
	Iteration 126Q: 3 clusters Score -2472023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2472027.250000 Penalty: 4955.919922
	Iteration 127Q: 3 clusters Score -2472027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2472030.250000 Penalty: 4955.919922
	Iteration 128Q: 3 clusters Score -2472030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2472036.000000 Penalty: 4955.919922
	Iteration 129Q: 3 clusters Score -2472036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2472035.000000 Penalty: 4955.919922
	Iteration 130Q: 3 clusters Score -2472035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2472035.000000 Penalty: 4955.919922
	Iteration 131Q: 3 clusters Score -2472035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2472039.250000 Penalty: 4955.919922
	Iteration 132Q: 3 clusters Score -2472039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2472040.500000 Penalty: 4955.919922
	Iteration 133Q: 3 clusters Score -2472040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2472044.000000 Penalty: 4955.919922
	Iteration 134Q: 3 clusters Score -2472044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2472051.000000 Penalty: 4955.919922
	Iteration 135Q: 3 clusters Score -2472051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2472052.500000 Penalty: 4955.919922
	Iteration 136Q: 3 clusters Score -2472052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2472053.500000 Penalty: 4955.919922
	Iteration 137Q: 3 clusters Score -2472054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2472053.000000 Penalty: 4955.919922
	Iteration 138Q: 3 clusters Score -2472053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2472056.000000 Penalty: 4955.919922
	Iteration 139Q: 3 clusters Score -2472056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2472060.500000 Penalty: 4955.919922
	Iteration 140F: 3 clusters Score -2472060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2472064.750000 Penalty: 4955.919922
	Iteration 141Q: 3 clusters Score -2472065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2472058.250000 Penalty: 4955.919922
	Iteration 142Q: 3 clusters Score -2472058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2472063.250000 Penalty: 4955.919922
	Iteration 143Q: 3 clusters Score -2472063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2472066.000000 Penalty: 4955.919922
	Iteration 144Q: 3 clusters Score -2472066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2472068.750000 Penalty: 4955.919922
	Iteration 145Q: 3 clusters Score -2472069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2472070.250000 Penalty: 4955.919922
	Iteration 146Q: 3 clusters Score -2472070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2472071.000000 Penalty: 4955.919922
	Iteration 147Q: 3 clusters Score -2472071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2472071.000000 Penalty: 4955.919922
	Iteration 148Q: 3 clusters Score -2472071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2472072.000000 Penalty: 4955.919922
	Iteration 149Q: 3 clusters Score -2472072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2472073.500000 Penalty: 4955.919922
	Iteration 150Q: 3 clusters Score -2472074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2472069.000000 Penalty: 4955.919922
	Iteration 151Q: 3 clusters Score -2472069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2472072.000000 Penalty: 4955.919922
	Iteration 152Q: 3 clusters Score -2472072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2472075.000000 Penalty: 4955.919922
	Iteration 153Q: 3 clusters Score -2472075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2472070.250000 Penalty: 4955.919922
	Iteration 154Q: 3 clusters Score -2472070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2472067.500000 Penalty: 4955.919922
	Iteration 155Q: 3 clusters Score -2472068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2472070.000000 Penalty: 4955.919922
	Iteration 156Q: 3 clusters Score -2472070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2472073.500000 Penalty: 4955.919922
	Iteration 157Q: 3 clusters Score -2472074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2472073.500000 Penalty: 4955.919922
	Iteration 158F: 3 clusters Score -2472074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -35481.464844 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -35481.46 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 216 members 
Entering Unmasked Estep 
Score: -34036.781250 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -34036.78 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34266.992188 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -34266.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34378.367188 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -34378.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34478.019531 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -34478.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34560.132812 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -34560.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34623.257812 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -34623.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -34675.691406 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -34675.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -34703.300781 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -34703.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34735.531250 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -34735.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34753.406250 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -34753.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34776.460938 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -34776.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34794.640625 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -34794.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34813.339844 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -34813.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34851.121094 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -34851.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34911.664062 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -34911.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -34932.324219 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -34932.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34947.421875 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -34947.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35001.554688 Penalty: 2997.145996
	Iteration 17Q: 3 clusters Score -35001.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35160.316406 Penalty: 2997.145996
	Iteration 18Q: 3 clusters Score -35160.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35352.316406 Penalty: 2997.145996
	Iteration 19Q: 3 clusters Score -35352.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35397.027344 Penalty: 2997.145996
	Iteration 20F: 3 clusters Score -35397.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35468.382812 Penalty: 2997.145996
	Iteration 21Q: 3 clusters Score -35468.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35547.558594 Penalty: 2997.145996
	Iteration 22Q: 3 clusters Score -35547.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -35616.257812 Penalty: 2997.145996
	Iteration 23Q: 3 clusters Score -35616.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35647.921875 Penalty: 2997.145996
	Iteration 24Q: 3 clusters Score -35647.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35647.921875 Penalty: 2997.145996
	Iteration 25F: 3 clusters Score -35647.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169766 members 
Mstep: Class 2 contains 115824 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 48808 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64518 members 
Mstep: Class 7 contains 34888 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189702 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15027 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28352 members 
Mstep: Class 16 contains 91356 members 
Mstep: Class 17 contains 25525 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4785 members 
Mstep: Class 23 contains 21846 members 
Mstep: Class 24 contains 221 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3836 members 
Mstep: Class 28 contains 200 members 
Entering Unmasked Estep 
Score: -98119120.000000 Penalty: 95211.085938
Splitting cluster 24 changes total score from -98120824.000000 to -98119120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -64585.871094 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -64585.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -62937.652344 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -62937.65 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63136.765625 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -63136.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63219.503906 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -63219.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63253.371094 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -63253.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -63274.960938 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -63274.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -63283.273438 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -63283.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -63285.183594 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -63285.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -63286.156250 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -63286.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -63286.156250 Penalty: 3207.207764
	Iteration 8F: 3 clusters Score -63286.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -54755.554688 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -54755.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53161.027344 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -53161.03 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -53347.371094 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -53347.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53396.847656 Penalty: 3122.451904
	Iteration 2Q: 3 clusters Score -53396.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53414.261719 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -53414.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53417.332031 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -53417.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53417.332031 Penalty: 3122.451904
	Iteration 5F: 3 clusters Score -53417.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -388440.093750 Penalty: 2046.542114
	Iteration 0F: 2 clusters Score -388440.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -384673.437500 Penalty: 4093.084229
	Iteration 0F: 3 clusters Score -384673.4 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -385486.781250 Penalty: 4093.084229
	Iteration 1F: 3 clusters Score -385486.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -385666.156250 Penalty: 4093.084229
	Iteration 2F: 3 clusters Score -385666.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -385764.531250 Penalty: 4093.084229
	Iteration 3Q: 3 clusters Score -385764.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -385829.906250 Penalty: 4093.084229
	Iteration 4Q: 3 clusters Score -385829.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -385881.843750 Penalty: 4093.084229
	Iteration 5Q: 3 clusters Score -385881.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -385922.500000 Penalty: 4093.084229
	Iteration 6Q: 3 clusters Score -385922.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -385962.437500 Penalty: 4093.084229
	Iteration 7Q: 3 clusters Score -385962.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -386001.843750 Penalty: 4093.084229
	Iteration 8Q: 3 clusters Score -386001.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -386036.468750 Penalty: 4093.084229
	Iteration 9Q: 3 clusters Score -386036.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -386062.437500 Penalty: 4093.084229
	Iteration 10Q: 3 clusters Score -386062.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -386089.625000 Penalty: 4093.084229
	Iteration 11Q: 3 clusters Score -386089.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -386111.281250 Penalty: 4093.084229
	Iteration 12Q: 3 clusters Score -386111.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -386131.625000 Penalty: 4093.084229
	Iteration 13Q: 3 clusters Score -386131.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -386159.312500 Penalty: 4093.084229
	Iteration 14Q: 3 clusters Score -386159.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -386192.906250 Penalty: 4093.084229
	Iteration 15Q: 3 clusters Score -386192.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -386226.718750 Penalty: 4093.084229
	Iteration 16Q: 3 clusters Score -386226.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -386253.656250 Penalty: 4093.084229
	Iteration 17Q: 3 clusters Score -386253.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -386279.031250 Penalty: 4093.084229
	Iteration 18Q: 3 clusters Score -386279 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -386301.437500 Penalty: 4093.084229
	Iteration 19Q: 3 clusters Score -386301.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -386324.250000 Penalty: 4093.084229
	Iteration 20F: 3 clusters Score -386324.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -386353.625000 Penalty: 4093.084229
	Iteration 21Q: 3 clusters Score -386353.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -386388.937500 Penalty: 4093.084229
	Iteration 22Q: 3 clusters Score -386388.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -386429.562500 Penalty: 4093.084229
	Iteration 23Q: 3 clusters Score -386429.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -386470.125000 Penalty: 4093.084229
	Iteration 24Q: 3 clusters Score -386470.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -386511.062500 Penalty: 4093.084229
	Iteration 25Q: 3 clusters Score -386511.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -386550.875000 Penalty: 4093.084229
	Iteration 26Q: 3 clusters Score -386550.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -386588.125000 Penalty: 4093.084229
	Iteration 27Q: 3 clusters Score -386588.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -386646.093750 Penalty: 4093.084229
	Iteration 28Q: 3 clusters Score -386646.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -386695.437500 Penalty: 4093.084229
	Iteration 29Q: 3 clusters Score -386695.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -386736.750000 Penalty: 4093.084229
	Iteration 30Q: 3 clusters Score -386736.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -386773.906250 Penalty: 4093.084229
	Iteration 31Q: 3 clusters Score -386773.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -386807.843750 Penalty: 4093.084229
	Iteration 32Q: 3 clusters Score -386807.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -386829.187500 Penalty: 4093.084229
	Iteration 33Q: 3 clusters Score -386829.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -386844.375000 Penalty: 4093.084229
	Iteration 34Q: 3 clusters Score -386844.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -386854.562500 Penalty: 4093.084229
	Iteration 35Q: 3 clusters Score -386854.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -386864.062500 Penalty: 4093.084229
	Iteration 36Q: 3 clusters Score -386864.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -386871.062500 Penalty: 4093.084229
	Iteration 37Q: 3 clusters Score -386871.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -386876.125000 Penalty: 4093.084229
	Iteration 38Q: 3 clusters Score -386876.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -386881.250000 Penalty: 4093.084229
	Iteration 39Q: 3 clusters Score -386881.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -386887.000000 Penalty: 4093.084229
	Iteration 40F: 3 clusters Score -386887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -386894.562500 Penalty: 4093.084229
	Iteration 41Q: 3 clusters Score -386894.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -386896.875000 Penalty: 4093.084229
	Iteration 42Q: 3 clusters Score -386896.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -386899.468750 Penalty: 4093.084229
	Iteration 43Q: 3 clusters Score -386899.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -386901.968750 Penalty: 4093.084229
	Iteration 44Q: 3 clusters Score -386902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -386903.750000 Penalty: 4093.084229
	Iteration 45Q: 3 clusters Score -386903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -386904.937500 Penalty: 4093.084229
	Iteration 46Q: 3 clusters Score -386904.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -386907.812500 Penalty: 4093.084229
	Iteration 47Q: 3 clusters Score -386907.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -386908.656250 Penalty: 4093.084229
	Iteration 48Q: 3 clusters Score -386908.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -386909.875000 Penalty: 4093.084229
	Iteration 49Q: 3 clusters Score -386909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -386910.843750 Penalty: 4093.084229
	Iteration 50Q: 3 clusters Score -386910.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -386910.843750 Penalty: 4093.084229
	Iteration 51F: 3 clusters Score -386910.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169766 members 
Mstep: Class 2 contains 115824 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 48808 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64518 members 
Mstep: Class 7 contains 34888 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189702 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15027 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28352 members 
Mstep: Class 16 contains 91356 members 
Mstep: Class 17 contains 25525 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4785 members 
Mstep: Class 23 contains 21846 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120856.000000 Penalty: 91810.695312
Iteration 319Q: 28 clusters Score -9.812086e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169728 members 
Mstep: Class 2 contains 115821 members 
Mstep: Class 3 contains 50209 members 
Mstep: Class 4 contains 48818 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64525 members 
Mstep: Class 7 contains 34890 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189699 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15034 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28354 members 
Mstep: Class 16 contains 91363 members 
Mstep: Class 17 contains 25528 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4789 members 
Mstep: Class 23 contains 21850 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120856.000000 Penalty: 91810.695312
Iteration 320F: 28 clusters Score -9.812086e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169691 members 
Mstep: Class 2 contains 115822 members 
Mstep: Class 3 contains 50212 members 
Mstep: Class 4 contains 48824 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64537 members 
Mstep: Class 7 contains 34891 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189695 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15040 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28352 members 
Mstep: Class 16 contains 91367 members 
Mstep: Class 17 contains 25530 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4792 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120816.000000 Penalty: 91810.695312
Iteration 321Q: 28 clusters Score -9.812082e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169646 members 
Mstep: Class 2 contains 115824 members 
Mstep: Class 3 contains 50216 members 
Mstep: Class 4 contains 48827 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64551 members 
Mstep: Class 7 contains 34893 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189697 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15043 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28348 members 
Mstep: Class 16 contains 91376 members 
Mstep: Class 17 contains 25531 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4801 members 
Mstep: Class 23 contains 21855 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120784.000000 Penalty: 91810.695312
Iteration 322Q: 28 clusters Score -9.812078e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169614 members 
Mstep: Class 2 contains 115829 members 
Mstep: Class 3 contains 50218 members 
Mstep: Class 4 contains 48835 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64560 members 
Mstep: Class 7 contains 34897 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189678 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15045 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28353 members 
Mstep: Class 16 contains 91389 members 
Mstep: Class 17 contains 25533 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4808 members 
Mstep: Class 23 contains 21853 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120792.000000 Penalty: 91810.695312
Iteration 323Q: 28 clusters Score -9.812079e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169577 members 
Mstep: Class 2 contains 115832 members 
Mstep: Class 3 contains 50219 members 
Mstep: Class 4 contains 48844 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64573 members 
Mstep: Class 7 contains 34901 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189663 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15049 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28352 members 
Mstep: Class 16 contains 91401 members 
Mstep: Class 17 contains 25536 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4810 members 
Mstep: Class 23 contains 21853 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120784.000000 Penalty: 91810.695312
Iteration 324Q: 28 clusters Score -9.812078e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169550 members 
Mstep: Class 2 contains 115830 members 
Mstep: Class 3 contains 50217 members 
Mstep: Class 4 contains 48853 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64590 members 
Mstep: Class 7 contains 34903 members 
Mstep: Class 8 contains 5075 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189650 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15050 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28354 members 
Mstep: Class 16 contains 91406 members 
Mstep: Class 17 contains 25537 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4813 members 
Mstep: Class 23 contains 21854 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120744.000000 Penalty: 91810.695312
Iteration 325Q: 28 clusters Score -9.812074e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169531 members 
Mstep: Class 2 contains 115832 members 
Mstep: Class 3 contains 50215 members 
Mstep: Class 4 contains 48871 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64592 members 
Mstep: Class 7 contains 34906 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189633 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15054 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28352 members 
Mstep: Class 16 contains 91410 members 
Mstep: Class 17 contains 25535 members 
Mstep: Class 18 contains 7823 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4818 members 
Mstep: Class 23 contains 21859 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120736.000000 Penalty: 91810.695312
Iteration 326Q: 28 clusters Score -9.812074e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169523 members 
Mstep: Class 2 contains 115834 members 
Mstep: Class 3 contains 50213 members 
Mstep: Class 4 contains 48884 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64593 members 
Mstep: Class 7 contains 34905 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189621 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15053 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28345 members 
Mstep: Class 16 contains 91420 members 
Mstep: Class 17 contains 25536 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4825 members 
Mstep: Class 23 contains 21860 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120768.000000 Penalty: 91810.695312
Iteration 327Q: 28 clusters Score -9.812077e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169503 members 
Mstep: Class 2 contains 115838 members 
Mstep: Class 3 contains 50212 members 
Mstep: Class 4 contains 48898 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64599 members 
Mstep: Class 7 contains 34906 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189606 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15052 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28343 members 
Mstep: Class 16 contains 91425 members 
Mstep: Class 17 contains 25535 members 
Mstep: Class 18 contains 7823 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4834 members 
Mstep: Class 23 contains 21863 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120760.000000 Penalty: 91810.695312
Iteration 328Q: 28 clusters Score -9.812076e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169481 members 
Mstep: Class 2 contains 115838 members 
Mstep: Class 3 contains 50214 members 
Mstep: Class 4 contains 48903 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64597 members 
Mstep: Class 7 contains 34911 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189599 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15054 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28341 members 
Mstep: Class 16 contains 91434 members 
Mstep: Class 17 contains 25535 members 
Mstep: Class 18 contains 7823 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4843 members 
Mstep: Class 23 contains 21866 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120736.000000 Penalty: 91810.695312
Iteration 329Q: 28 clusters Score -9.812074e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169462 members 
Mstep: Class 2 contains 115842 members 
Mstep: Class 3 contains 50213 members 
Mstep: Class 4 contains 48914 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64605 members 
Mstep: Class 7 contains 34908 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189581 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15059 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28339 members 
Mstep: Class 16 contains 91441 members 
Mstep: Class 17 contains 25535 members 
Mstep: Class 18 contains 7823 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4850 members 
Mstep: Class 23 contains 21868 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120760.000000 Penalty: 91810.695312
Iteration 330Q: 28 clusters Score -9.812076e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169444 members 
Mstep: Class 2 contains 115846 members 
Mstep: Class 3 contains 50218 members 
Mstep: Class 4 contains 48919 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64619 members 
Mstep: Class 7 contains 34910 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189554 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15062 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28337 members 
Mstep: Class 16 contains 91444 members 
Mstep: Class 17 contains 25536 members 
Mstep: Class 18 contains 7823 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4855 members 
Mstep: Class 23 contains 21871 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120864.000000 Penalty: 91810.695312
Iteration 331Q: 28 clusters Score -9.812086e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169416 members 
Mstep: Class 2 contains 115846 members 
Mstep: Class 3 contains 50221 members 
Mstep: Class 4 contains 48928 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64622 members 
Mstep: Class 7 contains 34913 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189537 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15068 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28338 members 
Mstep: Class 16 contains 91457 members 
Mstep: Class 17 contains 25537 members 
Mstep: Class 18 contains 7823 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4860 members 
Mstep: Class 23 contains 21873 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120840.000000 Penalty: 91810.695312
Iteration 332Q: 28 clusters Score -9.812084e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169397 members 
Mstep: Class 2 contains 115850 members 
Mstep: Class 3 contains 50221 members 
Mstep: Class 4 contains 48935 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64620 members 
Mstep: Class 7 contains 34912 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189535 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15064 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28337 members 
Mstep: Class 16 contains 91465 members 
Mstep: Class 17 contains 25537 members 
Mstep: Class 18 contains 7823 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4865 members 
Mstep: Class 23 contains 21876 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120624.000000 Penalty: 91810.695312
Iteration 333Q: 28 clusters Score -9.812062e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169378 members 
Mstep: Class 2 contains 115855 members 
Mstep: Class 3 contains 50218 members 
Mstep: Class 4 contains 48940 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64617 members 
Mstep: Class 7 contains 34916 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189538 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15059 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28337 members 
Mstep: Class 16 contains 91468 members 
Mstep: Class 17 contains 25541 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4868 members 
Mstep: Class 23 contains 21877 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120664.000000 Penalty: 91810.695312
Iteration 334Q: 28 clusters Score -9.812066e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169355 members 
Mstep: Class 2 contains 115863 members 
Mstep: Class 3 contains 50213 members 
Mstep: Class 4 contains 48952 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64615 members 
Mstep: Class 7 contains 34917 members 
Mstep: Class 8 contains 5076 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189534 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15059 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28342 members 
Mstep: Class 16 contains 91475 members 
Mstep: Class 17 contains 25542 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 21875 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120712.000000 Penalty: 91810.695312
Iteration 335Q: 28 clusters Score -9.812071e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169350 members 
Mstep: Class 2 contains 115870 members 
Mstep: Class 3 contains 50206 members 
Mstep: Class 4 contains 48958 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64615 members 
Mstep: Class 7 contains 34917 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189520 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15061 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28346 members 
Mstep: Class 16 contains 91481 members 
Mstep: Class 17 contains 25540 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4870 members 
Mstep: Class 23 contains 21876 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120792.000000 Penalty: 91810.695312
Iteration 336Q: 28 clusters Score -9.812079e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169332 members 
Mstep: Class 2 contains 115877 members 
Mstep: Class 3 contains 50205 members 
Mstep: Class 4 contains 48963 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64612 members 
Mstep: Class 7 contains 34923 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189502 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15059 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28348 members 
Mstep: Class 16 contains 91494 members 
Mstep: Class 17 contains 25544 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 21877 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120768.000000 Penalty: 91810.695312
Iteration 337Q: 28 clusters Score -9.812077e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169321 members 
Mstep: Class 2 contains 115883 members 
Mstep: Class 3 contains 50202 members 
Mstep: Class 4 contains 48964 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64616 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189493 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15062 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28348 members 
Mstep: Class 16 contains 91500 members 
Mstep: Class 17 contains 25542 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21876 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120752.000000 Penalty: 91810.695312
Iteration 338Q: 28 clusters Score -9.812075e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169310 members 
Mstep: Class 2 contains 115888 members 
Mstep: Class 3 contains 50199 members 
Mstep: Class 4 contains 48970 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64624 members 
Mstep: Class 7 contains 34926 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189489 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15063 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28348 members 
Mstep: Class 16 contains 91501 members 
Mstep: Class 17 contains 25541 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21876 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120816.000000 Penalty: 91810.695312
Iteration 339Q: 28 clusters Score -9.812082e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169303 members 
Mstep: Class 2 contains 115891 members 
Mstep: Class 3 contains 50204 members 
Mstep: Class 4 contains 48975 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64625 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189469 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15064 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28351 members 
Mstep: Class 16 contains 91505 members 
Mstep: Class 17 contains 25543 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21878 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120840.000000 Penalty: 91810.695312
Iteration 340F: 28 clusters Score -9.812084e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169300 members 
Mstep: Class 2 contains 115894 members 
Mstep: Class 3 contains 50208 members 
Mstep: Class 4 contains 48979 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64628 members 
Mstep: Class 7 contains 34929 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189449 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15064 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28352 members 
Mstep: Class 16 contains 91509 members 
Mstep: Class 17 contains 25544 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21879 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120800.000000 Penalty: 91810.695312
Iteration 341Q: 28 clusters Score -9.81208e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169305 members 
Mstep: Class 2 contains 115896 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 48980 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64631 members 
Mstep: Class 7 contains 34930 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189433 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15065 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28353 members 
Mstep: Class 16 contains 91510 members 
Mstep: Class 17 contains 25543 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21882 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120824.000000 Penalty: 91810.695312
Iteration 342Q: 28 clusters Score -9.812082e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169301 members 
Mstep: Class 2 contains 115898 members 
Mstep: Class 3 contains 50206 members 
Mstep: Class 4 contains 48993 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64631 members 
Mstep: Class 7 contains 34932 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189418 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15064 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28354 members 
Mstep: Class 16 contains 91512 members 
Mstep: Class 17 contains 25542 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21884 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120864.000000 Penalty: 91810.695312
Iteration 343Q: 28 clusters Score -9.812086e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169292 members 
Mstep: Class 2 contains 115899 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 48999 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64633 members 
Mstep: Class 7 contains 34934 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189410 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15064 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28355 members 
Mstep: Class 16 contains 91517 members 
Mstep: Class 17 contains 25540 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21886 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120784.000000 Penalty: 91810.695312
Iteration 344Q: 28 clusters Score -9.812078e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169297 members 
Mstep: Class 2 contains 115899 members 
Mstep: Class 3 contains 50208 members 
Mstep: Class 4 contains 49006 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64637 members 
Mstep: Class 7 contains 34935 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189384 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15066 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28356 members 
Mstep: Class 16 contains 91520 members 
Mstep: Class 17 contains 25540 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8973 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21889 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120792.000000 Penalty: 91810.695312
Iteration 345Q: 28 clusters Score -9.812079e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169296 members 
Mstep: Class 2 contains 115898 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 49017 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64644 members 
Mstep: Class 7 contains 34938 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189361 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15065 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28358 members 
Mstep: Class 16 contains 91524 members 
Mstep: Class 17 contains 25540 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8973 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21888 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120880.000000 Penalty: 91810.695312
Iteration 346Q: 28 clusters Score -9.812088e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169293 members 
Mstep: Class 2 contains 115901 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 49022 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64646 members 
Mstep: Class 7 contains 34940 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189347 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15064 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28359 members 
Mstep: Class 16 contains 91526 members 
Mstep: Class 17 contains 25543 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8973 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21888 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120848.000000 Penalty: 91810.695312
Iteration 347Q: 28 clusters Score -9.812085e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169296 members 
Mstep: Class 2 contains 115902 members 
Mstep: Class 3 contains 50206 members 
Mstep: Class 4 contains 49028 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64649 members 
Mstep: Class 7 contains 34944 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189326 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15064 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28359 members 
Mstep: Class 16 contains 91529 members 
Mstep: Class 17 contains 25543 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8973 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21890 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120832.000000 Penalty: 91810.695312
Iteration 348Q: 28 clusters Score -9.812083e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169312 members 
Mstep: Class 2 contains 115905 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 49032 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64651 members 
Mstep: Class 7 contains 34945 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189292 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15065 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 91533 members 
Mstep: Class 17 contains 25544 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8973 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21890 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120832.000000 Penalty: 91810.695312
Iteration 349Q: 28 clusters Score -9.812083e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169318 members 
Mstep: Class 2 contains 115909 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 49040 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64652 members 
Mstep: Class 7 contains 34947 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 189265 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15065 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28361 members 
Mstep: Class 16 contains 91536 members 
Mstep: Class 17 contains 25545 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8973 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21890 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120704.000000 Penalty: 91810.695312
Iteration 350Q: 28 clusters Score -9.81207e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 115908 members 
Mstep: Class 3 contains 50203 members 
Mstep: Class 4 contains 49051 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64657 members 
Mstep: Class 7 contains 34948 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 189240 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15066 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28361 members 
Mstep: Class 16 contains 91536 members 
Mstep: Class 17 contains 25545 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 8973 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21888 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120768.000000 Penalty: 91810.695312
Iteration 351Q: 28 clusters Score -9.812077e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169346 members 
Mstep: Class 2 contains 115911 members 
Mstep: Class 3 contains 50202 members 
Mstep: Class 4 contains 49060 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64658 members 
Mstep: Class 7 contains 34950 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 189210 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15065 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28361 members 
Mstep: Class 16 contains 91536 members 
Mstep: Class 17 contains 25545 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8973 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21889 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120752.000000 Penalty: 91810.695312
Iteration 352Q: 28 clusters Score -9.812075e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169355 members 
Mstep: Class 2 contains 115912 members 
Mstep: Class 3 contains 50204 members 
Mstep: Class 4 contains 49068 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64659 members 
Mstep: Class 7 contains 34953 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 189186 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15064 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28361 members 
Mstep: Class 16 contains 91534 members 
Mstep: Class 17 contains 25545 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21890 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120760.000000 Penalty: 91810.695312
Iteration 353Q: 28 clusters Score -9.812076e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169367 members 
Mstep: Class 2 contains 115914 members 
Mstep: Class 3 contains 50206 members 
Mstep: Class 4 contains 49074 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64660 members 
Mstep: Class 7 contains 34958 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 189157 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15064 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 91536 members 
Mstep: Class 17 contains 25545 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4873 members 
Mstep: Class 23 contains 21890 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120712.000000 Penalty: 91810.695312
Iteration 354Q: 28 clusters Score -9.812071e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169378 members 
Mstep: Class 2 contains 115913 members 
Mstep: Class 3 contains 50211 members 
Mstep: Class 4 contains 49081 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64661 members 
Mstep: Class 7 contains 34961 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 189126 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15065 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28360 members 
Mstep: Class 16 contains 91539 members 
Mstep: Class 17 contains 25545 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 21890 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120816.000000 Penalty: 91810.695312
Iteration 355Q: 28 clusters Score -9.812082e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169386 members 
Mstep: Class 2 contains 115915 members 
Mstep: Class 3 contains 50214 members 
Mstep: Class 4 contains 49083 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64659 members 
Mstep: Class 7 contains 34962 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 189103 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15068 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28362 members 
Mstep: Class 16 contains 91541 members 
Mstep: Class 17 contains 25545 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4874 members 
Mstep: Class 23 contains 21892 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120704.000000 Penalty: 91810.695312
Iteration 356Q: 28 clusters Score -9.81207e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169394 members 
Mstep: Class 2 contains 115918 members 
Mstep: Class 3 contains 50216 members 
Mstep: Class 4 contains 49088 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64666 members 
Mstep: Class 7 contains 34966 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 189061 members 
Mstep: Class 11 contains 1015 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15069 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28362 members 
Mstep: Class 16 contains 91547 members 
Mstep: Class 17 contains 25545 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 21895 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120632.000000 Penalty: 91810.695312
Iteration 357Q: 28 clusters Score -9.812063e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169393 members 
Mstep: Class 2 contains 115923 members 
Mstep: Class 3 contains 50218 members 
Mstep: Class 4 contains 49099 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64672 members 
Mstep: Class 7 contains 34966 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 189023 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15072 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28361 members 
Mstep: Class 16 contains 91555 members 
Mstep: Class 17 contains 25546 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4877 members 
Mstep: Class 23 contains 21898 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120696.000000 Penalty: 91810.695312
Iteration 358Q: 28 clusters Score -9.81207e+07 nChanged 113
Entering ConstructFrom: 
Score: -98120696.000000 Penalty: 91810.695312
Entering ConstructFrom: 
Trying to split cluster 1 (169400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169400 members 
Entering Unmasked Estep 
Score: -18815754.000000 Penalty: 2985.924561
	Iteration 0F: 2 clusters Score -1.881575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84856 members 
Mstep: Class 2 contains 84544 members 
Entering Unmasked Estep 
Score: -18704088.000000 Penalty: 5971.849121
	Iteration 0F: 3 clusters Score -1.870409e+07 nChanged 81349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86561 members 
Mstep: Class 2 contains 82839 members 
Entering Unmasked Estep 
Score: -18751536.000000 Penalty: 5971.849121
	Iteration 1F: 3 clusters Score -1.875154e+07 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87453 members 
Mstep: Class 2 contains 81947 members 
Entering Unmasked Estep 
Score: -18752960.000000 Penalty: 5971.849121
	Iteration 2Q: 3 clusters Score -1.875296e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88710 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -18755024.000000 Penalty: 5971.849121
	Iteration 3Q: 3 clusters Score -1.875502e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90277 members 
Mstep: Class 2 contains 79123 members 
Entering Unmasked Estep 
Score: -18758226.000000 Penalty: 5971.849121
	Iteration 4Q: 3 clusters Score -1.875823e+07 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91812 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -18762360.000000 Penalty: 5971.849121
	Iteration 5Q: 3 clusters Score -1.876236e+07 nChanged 9129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93057 members 
Mstep: Class 2 contains 76343 members 
Entering Unmasked Estep 
Score: -18768276.000000 Penalty: 5971.849121
	Iteration 6F: 3 clusters Score -1.876828e+07 nChanged 10678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93347 members 
Mstep: Class 2 contains 76053 members 
Entering Unmasked Estep 
Score: -18776070.000000 Penalty: 5971.849121
	Iteration 7F: 3 clusters Score -1.877607e+07 nChanged 12024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92175 members 
Mstep: Class 2 contains 77225 members 
Entering Unmasked Estep 
Score: -18785880.000000 Penalty: 5971.849121
	Iteration 8F: 3 clusters Score -1.878588e+07 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89735 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -18794868.000000 Penalty: 5971.849121
	Iteration 9F: 3 clusters Score -1.879487e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87350 members 
Mstep: Class 2 contains 82050 members 
Entering Unmasked Estep 
Score: -18799742.000000 Penalty: 5971.849121
	Iteration 10F: 3 clusters Score -1.879974e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85654 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -18801910.000000 Penalty: 5971.849121
	Iteration 11Q: 3 clusters Score -1.880191e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84339 members 
Mstep: Class 2 contains 85061 members 
Entering Unmasked Estep 
Score: -18803256.000000 Penalty: 5971.849121
	Iteration 12Q: 3 clusters Score -1.880326e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83329 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -18803970.000000 Penalty: 5971.849121
	Iteration 13Q: 3 clusters Score -1.880397e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82562 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -18804816.000000 Penalty: 5971.849121
	Iteration 14Q: 3 clusters Score -1.880482e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81976 members 
Mstep: Class 2 contains 87424 members 
Entering Unmasked Estep 
Score: -18805248.000000 Penalty: 5971.849121
	Iteration 15Q: 3 clusters Score -1.880525e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 87922 members 
Entering Unmasked Estep 
Score: -18805536.000000 Penalty: 5971.849121
	Iteration 16Q: 3 clusters Score -1.880554e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81072 members 
Mstep: Class 2 contains 88328 members 
Entering Unmasked Estep 
Score: -18805718.000000 Penalty: 5971.849121
	Iteration 17Q: 3 clusters Score -1.880572e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80688 members 
Mstep: Class 2 contains 88712 members 
Entering Unmasked Estep 
Score: -18805878.000000 Penalty: 5971.849121
	Iteration 18Q: 3 clusters Score -1.880588e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80350 members 
Mstep: Class 2 contains 89050 members 
Entering Unmasked Estep 
Score: -18805896.000000 Penalty: 5971.849121
	Iteration 19Q: 3 clusters Score -1.88059e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80005 members 
Mstep: Class 2 contains 89395 members 
Entering Unmasked Estep 
Score: -18805870.000000 Penalty: 5971.849121
	Iteration 20F: 3 clusters Score -1.880587e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79684 members 
Mstep: Class 2 contains 89716 members 
Entering Unmasked Estep 
Score: -18805954.000000 Penalty: 5971.849121
	Iteration 21Q: 3 clusters Score -1.880595e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79350 members 
Mstep: Class 2 contains 90050 members 
Entering Unmasked Estep 
Score: -18806020.000000 Penalty: 5971.849121
	Iteration 22Q: 3 clusters Score -1.880602e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 90410 members 
Entering Unmasked Estep 
Score: -18806072.000000 Penalty: 5971.849121
	Iteration 23Q: 3 clusters Score -1.880607e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78649 members 
Mstep: Class 2 contains 90751 members 
Entering Unmasked Estep 
Score: -18806124.000000 Penalty: 5971.849121
	Iteration 24Q: 3 clusters Score -1.880612e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78351 members 
Mstep: Class 2 contains 91049 members 
Entering Unmasked Estep 
Score: -18806126.000000 Penalty: 5971.849121
	Iteration 25Q: 3 clusters Score -1.880613e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78039 members 
Mstep: Class 2 contains 91361 members 
Entering Unmasked Estep 
Score: -18806184.000000 Penalty: 5971.849121
	Iteration 26Q: 3 clusters Score -1.880618e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 91669 members 
Entering Unmasked Estep 
Score: -18806220.000000 Penalty: 5971.849121
	Iteration 27Q: 3 clusters Score -1.880622e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 91971 members 
Entering Unmasked Estep 
Score: -18806226.000000 Penalty: 5971.849121
	Iteration 28Q: 3 clusters Score -1.880623e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 92267 members 
Entering Unmasked Estep 
Score: -18806234.000000 Penalty: 5971.849121
	Iteration 29Q: 3 clusters Score -1.880623e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76811 members 
Mstep: Class 2 contains 92589 members 
Entering Unmasked Estep 
Score: -18806260.000000 Penalty: 5971.849121
	Iteration 30Q: 3 clusters Score -1.880626e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 92953 members 
Entering Unmasked Estep 
Score: -18806264.000000 Penalty: 5971.849121
	Iteration 31Q: 3 clusters Score -1.880626e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 93329 members 
Entering Unmasked Estep 
Score: -18806304.000000 Penalty: 5971.849121
	Iteration 32Q: 3 clusters Score -1.88063e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75714 members 
Mstep: Class 2 contains 93686 members 
Entering Unmasked Estep 
Score: -18806298.000000 Penalty: 5971.849121
	Iteration 33Q: 3 clusters Score -1.88063e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75349 members 
Mstep: Class 2 contains 94051 members 
Entering Unmasked Estep 
Score: -18806278.000000 Penalty: 5971.849121
	Iteration 34Q: 3 clusters Score -1.880628e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75005 members 
Mstep: Class 2 contains 94395 members 
Entering Unmasked Estep 
Score: -18806240.000000 Penalty: 5971.849121
	Iteration 35Q: 3 clusters Score -1.880624e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74633 members 
Mstep: Class 2 contains 94767 members 
Entering Unmasked Estep 
Score: -18806244.000000 Penalty: 5971.849121
	Iteration 36Q: 3 clusters Score -1.880624e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74271 members 
Mstep: Class 2 contains 95129 members 
Entering Unmasked Estep 
Score: -18806310.000000 Penalty: 5971.849121
	Iteration 37Q: 3 clusters Score -1.880631e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 95532 members 
Entering Unmasked Estep 
Score: -18806308.000000 Penalty: 5971.849121
	Iteration 38Q: 3 clusters Score -1.880631e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73478 members 
Mstep: Class 2 contains 95922 members 
Entering Unmasked Estep 
Score: -18806316.000000 Penalty: 5971.849121
	Iteration 39Q: 3 clusters Score -1.880632e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 96292 members 
Entering Unmasked Estep 
Score: -18806286.000000 Penalty: 5971.849121
	Iteration 40F: 3 clusters Score -1.880629e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72668 members 
Mstep: Class 2 contains 96732 members 
Entering Unmasked Estep 
Score: -18806324.000000 Penalty: 5971.849121
	Iteration 41Q: 3 clusters Score -1.880632e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72213 members 
Mstep: Class 2 contains 97187 members 
Entering Unmasked Estep 
Score: -18806358.000000 Penalty: 5971.849121
	Iteration 42Q: 3 clusters Score -1.880636e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71794 members 
Mstep: Class 2 contains 97606 members 
Entering Unmasked Estep 
Score: -18806408.000000 Penalty: 5971.849121
	Iteration 43Q: 3 clusters Score -1.880641e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71362 members 
Mstep: Class 2 contains 98038 members 
Entering Unmasked Estep 
Score: -18806486.000000 Penalty: 5971.849121
	Iteration 44Q: 3 clusters Score -1.880649e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 98460 members 
Entering Unmasked Estep 
Score: -18806510.000000 Penalty: 5971.849121
	Iteration 45Q: 3 clusters Score -1.880651e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 98854 members 
Entering Unmasked Estep 
Score: -18806496.000000 Penalty: 5971.849121
	Iteration 46Q: 3 clusters Score -1.88065e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70118 members 
Mstep: Class 2 contains 99282 members 
Entering Unmasked Estep 
Score: -18806514.000000 Penalty: 5971.849121
	Iteration 47Q: 3 clusters Score -1.880651e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69715 members 
Mstep: Class 2 contains 99685 members 
Entering Unmasked Estep 
Score: -18806494.000000 Penalty: 5971.849121
	Iteration 48Q: 3 clusters Score -1.880649e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69280 members 
Mstep: Class 2 contains 100120 members 
Entering Unmasked Estep 
Score: -18806472.000000 Penalty: 5971.849121
	Iteration 49Q: 3 clusters Score -1.880647e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 100601 members 
Entering Unmasked Estep 
Score: -18806576.000000 Penalty: 5971.849121
	Iteration 50Q: 3 clusters Score -1.880658e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68310 members 
Mstep: Class 2 contains 101090 members 
Entering Unmasked Estep 
Score: -18806692.000000 Penalty: 5971.849121
	Iteration 51Q: 3 clusters Score -1.880669e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67809 members 
Mstep: Class 2 contains 101591 members 
Entering Unmasked Estep 
Score: -18806728.000000 Penalty: 5971.849121
	Iteration 52Q: 3 clusters Score -1.880673e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67333 members 
Mstep: Class 2 contains 102067 members 
Entering Unmasked Estep 
Score: -18806788.000000 Penalty: 5971.849121
	Iteration 53Q: 3 clusters Score -1.880679e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 102552 members 
Entering Unmasked Estep 
Score: -18806886.000000 Penalty: 5971.849121
	Iteration 54Q: 3 clusters Score -1.880689e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66336 members 
Mstep: Class 2 contains 103064 members 
Entering Unmasked Estep 
Score: -18806878.000000 Penalty: 5971.849121
	Iteration 55Q: 3 clusters Score -1.880688e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65841 members 
Mstep: Class 2 contains 103559 members 
Entering Unmasked Estep 
Score: -18806898.000000 Penalty: 5971.849121
	Iteration 56Q: 3 clusters Score -1.88069e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65304 members 
Mstep: Class 2 contains 104096 members 
Entering Unmasked Estep 
Score: -18806946.000000 Penalty: 5971.849121
	Iteration 57Q: 3 clusters Score -1.880695e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 104646 members 
Entering Unmasked Estep 
Score: -18806918.000000 Penalty: 5971.849121
	Iteration 58Q: 3 clusters Score -1.880692e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64181 members 
Mstep: Class 2 contains 105219 members 
Entering Unmasked Estep 
Score: -18806978.000000 Penalty: 5971.849121
	Iteration 59Q: 3 clusters Score -1.880698e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63591 members 
Mstep: Class 2 contains 105809 members 
Entering Unmasked Estep 
Score: -18807026.000000 Penalty: 5971.849121
	Iteration 60F: 3 clusters Score -1.880703e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62972 members 
Mstep: Class 2 contains 106428 members 
Entering Unmasked Estep 
Score: -18807066.000000 Penalty: 5971.849121
	Iteration 61Q: 3 clusters Score -1.880707e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62341 members 
Mstep: Class 2 contains 107059 members 
Entering Unmasked Estep 
Score: -18807142.000000 Penalty: 5971.849121
	Iteration 62Q: 3 clusters Score -1.880714e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 107715 members 
Entering Unmasked Estep 
Score: -18807136.000000 Penalty: 5971.849121
	Iteration 63Q: 3 clusters Score -1.880714e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 108402 members 
Entering Unmasked Estep 
Score: -18807192.000000 Penalty: 5971.849121
	Iteration 64Q: 3 clusters Score -1.880719e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 109133 members 
Entering Unmasked Estep 
Score: -18807250.000000 Penalty: 5971.849121
	Iteration 65Q: 3 clusters Score -1.880725e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59483 members 
Mstep: Class 2 contains 109917 members 
Entering Unmasked Estep 
Score: -18807324.000000 Penalty: 5971.849121
	Iteration 66Q: 3 clusters Score -1.880732e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 110734 members 
Entering Unmasked Estep 
Score: -18807428.000000 Penalty: 5971.849121
	Iteration 67Q: 3 clusters Score -1.880743e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 111574 members 
Entering Unmasked Estep 
Score: -18807530.000000 Penalty: 5971.849121
	Iteration 68Q: 3 clusters Score -1.880753e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 112443 members 
Entering Unmasked Estep 
Score: -18807620.000000 Penalty: 5971.849121
	Iteration 69Q: 3 clusters Score -1.880762e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 113357 members 
Entering Unmasked Estep 
Score: -18807760.000000 Penalty: 5971.849121
	Iteration 70Q: 3 clusters Score -1.880776e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 114345 members 
Entering Unmasked Estep 
Score: -18807786.000000 Penalty: 5971.849121
	Iteration 71Q: 3 clusters Score -1.880779e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 115387 members 
Entering Unmasked Estep 
Score: -18807978.000000 Penalty: 5971.849121
	Iteration 72Q: 3 clusters Score -1.880798e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 116400 members 
Entering Unmasked Estep 
Score: -18808094.000000 Penalty: 5971.849121
	Iteration 73Q: 3 clusters Score -1.880809e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 117427 members 
Entering Unmasked Estep 
Score: -18808216.000000 Penalty: 5971.849121
	Iteration 74Q: 3 clusters Score -1.880822e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 118493 members 
Entering Unmasked Estep 
Score: -18808316.000000 Penalty: 5971.849121
	Iteration 75Q: 3 clusters Score -1.880832e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 119583 members 
Entering Unmasked Estep 
Score: -18808444.000000 Penalty: 5971.849121
	Iteration 76Q: 3 clusters Score -1.880844e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 120746 members 
Entering Unmasked Estep 
Score: -18808570.000000 Penalty: 5971.849121
	Iteration 77Q: 3 clusters Score -1.880857e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 121872 members 
Entering Unmasked Estep 
Score: -18808628.000000 Penalty: 5971.849121
	Iteration 78Q: 3 clusters Score -1.880863e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 123028 members 
Entering Unmasked Estep 
Score: -18808776.000000 Penalty: 5971.849121
	Iteration 79Q: 3 clusters Score -1.880878e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 124157 members 
Entering Unmasked Estep 
Score: -18808998.000000 Penalty: 5971.849121
	Iteration 80F: 3 clusters Score -1.8809e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 125299 members 
Entering Unmasked Estep 
Score: -18809024.000000 Penalty: 5971.849121
	Iteration 81Q: 3 clusters Score -1.880902e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 126451 members 
Entering Unmasked Estep 
Score: -18809106.000000 Penalty: 5971.849121
	Iteration 82Q: 3 clusters Score -1.880911e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 127582 members 
Entering Unmasked Estep 
Score: -18809290.000000 Penalty: 5971.849121
	Iteration 83Q: 3 clusters Score -1.880929e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 128776 members 
Entering Unmasked Estep 
Score: -18809392.000000 Penalty: 5971.849121
	Iteration 84Q: 3 clusters Score -1.880939e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 130022 members 
Entering Unmasked Estep 
Score: -18809508.000000 Penalty: 5971.849121
	Iteration 85Q: 3 clusters Score -1.880951e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 131244 members 
Entering Unmasked Estep 
Score: -18809674.000000 Penalty: 5971.849121
	Iteration 86Q: 3 clusters Score -1.880967e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 132408 members 
Entering Unmasked Estep 
Score: -18809940.000000 Penalty: 5971.849121
	Iteration 87Q: 3 clusters Score -1.880994e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 133594 members 
Entering Unmasked Estep 
Score: -18810108.000000 Penalty: 5971.849121
	Iteration 88Q: 3 clusters Score -1.881011e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 134743 members 
Entering Unmasked Estep 
Score: -18810338.000000 Penalty: 5971.849121
	Iteration 89Q: 3 clusters Score -1.881034e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 135920 members 
Entering Unmasked Estep 
Score: -18810534.000000 Penalty: 5971.849121
	Iteration 90Q: 3 clusters Score -1.881053e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 137118 members 
Entering Unmasked Estep 
Score: -18810702.000000 Penalty: 5971.849121
	Iteration 91Q: 3 clusters Score -1.88107e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 138322 members 
Entering Unmasked Estep 
Score: -18810904.000000 Penalty: 5971.849121
	Iteration 92Q: 3 clusters Score -1.88109e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 139452 members 
Entering Unmasked Estep 
Score: -18811056.000000 Penalty: 5971.849121
	Iteration 93Q: 3 clusters Score -1.881106e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 140569 members 
Entering Unmasked Estep 
Score: -18811352.000000 Penalty: 5971.849121
	Iteration 94Q: 3 clusters Score -1.881135e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 141661 members 
Entering Unmasked Estep 
Score: -18811566.000000 Penalty: 5971.849121
	Iteration 95Q: 3 clusters Score -1.881157e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 142794 members 
Entering Unmasked Estep 
Score: -18811756.000000 Penalty: 5971.849121
	Iteration 96Q: 3 clusters Score -1.881176e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 143915 members 
Entering Unmasked Estep 
Score: -18811930.000000 Penalty: 5971.849121
	Iteration 97Q: 3 clusters Score -1.881193e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 145047 members 
Entering Unmasked Estep 
Score: -18812052.000000 Penalty: 5971.849121
	Iteration 98Q: 3 clusters Score -1.881205e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 146240 members 
Entering Unmasked Estep 
Score: -18812322.000000 Penalty: 5971.849121
	Iteration 99Q: 3 clusters Score -1.881232e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 147512 members 
Entering Unmasked Estep 
Score: -18812628.000000 Penalty: 5971.849121
	Iteration 100F: 3 clusters Score -1.881263e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 148791 members 
Entering Unmasked Estep 
Score: -18812844.000000 Penalty: 5971.849121
	Iteration 101Q: 3 clusters Score -1.881284e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 150141 members 
Entering Unmasked Estep 
Score: -18813068.000000 Penalty: 5971.849121
	Iteration 102Q: 3 clusters Score -1.881307e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 151512 members 
Entering Unmasked Estep 
Score: -18813252.000000 Penalty: 5971.849121
	Iteration 103Q: 3 clusters Score -1.881325e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 152910 members 
Entering Unmasked Estep 
Score: -18813426.000000 Penalty: 5971.849121
	Iteration 104Q: 3 clusters Score -1.881343e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 154374 members 
Entering Unmasked Estep 
Score: -18813506.000000 Penalty: 5971.849121
	Iteration 105Q: 3 clusters Score -1.881351e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 155888 members 
Entering Unmasked Estep 
Score: -18813504.000000 Penalty: 5971.849121
	Iteration 106Q: 3 clusters Score -1.88135e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 157332 members 
Entering Unmasked Estep 
Score: -18813498.000000 Penalty: 5971.849121
	Iteration 107Q: 3 clusters Score -1.88135e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 158776 members 
Entering Unmasked Estep 
Score: -18813776.000000 Penalty: 5971.849121
	Iteration 108Q: 3 clusters Score -1.881378e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 160114 members 
Entering Unmasked Estep 
Score: -18813854.000000 Penalty: 5971.849121
	Iteration 109Q: 3 clusters Score -1.881385e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 161304 members 
Entering Unmasked Estep 
Score: -18813950.000000 Penalty: 5971.849121
	Iteration 110Q: 3 clusters Score -1.881395e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 162405 members 
Entering Unmasked Estep 
Score: -18813964.000000 Penalty: 5971.849121
	Iteration 111Q: 3 clusters Score -1.881396e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 163326 members 
Entering Unmasked Estep 
Score: -18813962.000000 Penalty: 5971.849121
	Iteration 112Q: 3 clusters Score -1.881396e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 164129 members 
Entering Unmasked Estep 
Score: -18814012.000000 Penalty: 5971.849121
	Iteration 113Q: 3 clusters Score -1.881401e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 164784 members 
Entering Unmasked Estep 
Score: -18814008.000000 Penalty: 5971.849121
	Iteration 114Q: 3 clusters Score -1.881401e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 165290 members 
Entering Unmasked Estep 
Score: -18814020.000000 Penalty: 5971.849121
	Iteration 115Q: 3 clusters Score -1.881402e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 165734 members 
Entering Unmasked Estep 
Score: -18813968.000000 Penalty: 5971.849121
	Iteration 116Q: 3 clusters Score -1.881397e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -18814080.000000 Penalty: 5971.849121
	Iteration 117Q: 3 clusters Score -1.881408e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 166330 members 
Entering Unmasked Estep 
Score: -18814048.000000 Penalty: 5971.849121
	Iteration 118Q: 3 clusters Score -1.881405e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 166539 members 
Entering Unmasked Estep 
Score: -18814034.000000 Penalty: 5971.849121
	Iteration 119Q: 3 clusters Score -1.881403e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 166726 members 
Entering Unmasked Estep 
Score: -18814026.000000 Penalty: 5971.849121
	Iteration 120F: 3 clusters Score -1.881403e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 166887 members 
Entering Unmasked Estep 
Score: -18814024.000000 Penalty: 5971.849121
	Iteration 121Q: 3 clusters Score -1.881402e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 167028 members 
Entering Unmasked Estep 
Score: -18814014.000000 Penalty: 5971.849121
	Iteration 122Q: 3 clusters Score -1.881401e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 167154 members 
Entering Unmasked Estep 
Score: -18814014.000000 Penalty: 5971.849121
	Iteration 123Q: 3 clusters Score -1.881401e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 167258 members 
Entering Unmasked Estep 
Score: -18814014.000000 Penalty: 5971.849121
	Iteration 124Q: 3 clusters Score -1.881401e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 167353 members 
Entering Unmasked Estep 
Score: -18813976.000000 Penalty: 5971.849121
	Iteration 125Q: 3 clusters Score -1.881398e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 167436 members 
Entering Unmasked Estep 
Score: -18814022.000000 Penalty: 5971.849121
	Iteration 126Q: 3 clusters Score -1.881402e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 167500 members 
Entering Unmasked Estep 
Score: -18814032.000000 Penalty: 5971.849121
	Iteration 127Q: 3 clusters Score -1.881403e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 167542 members 
Entering Unmasked Estep 
Score: -18814006.000000 Penalty: 5971.849121
	Iteration 128Q: 3 clusters Score -1.881401e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 167581 members 
Entering Unmasked Estep 
Score: -18813978.000000 Penalty: 5971.849121
	Iteration 129Q: 3 clusters Score -1.881398e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 167616 members 
Entering Unmasked Estep 
Score: -18813964.000000 Penalty: 5971.849121
	Iteration 130Q: 3 clusters Score -1.881396e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 167645 members 
Entering Unmasked Estep 
Score: -18813952.000000 Penalty: 5971.849121
	Iteration 131Q: 3 clusters Score -1.881395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 167668 members 
Entering Unmasked Estep 
Score: -18813964.000000 Penalty: 5971.849121
	Iteration 132Q: 3 clusters Score -1.881396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 167685 members 
Entering Unmasked Estep 
Score: -18813968.000000 Penalty: 5971.849121
	Iteration 133Q: 3 clusters Score -1.881397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 167706 members 
Entering Unmasked Estep 
Score: -18813964.000000 Penalty: 5971.849121
	Iteration 134Q: 3 clusters Score -1.881396e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 167729 members 
Entering Unmasked Estep 
Score: -18813976.000000 Penalty: 5971.849121
	Iteration 135Q: 3 clusters Score -1.881398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 167752 members 
Entering Unmasked Estep 
Score: -18813980.000000 Penalty: 5971.849121
	Iteration 136Q: 3 clusters Score -1.881398e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 167780 members 
Entering Unmasked Estep 
Score: -18813950.000000 Penalty: 5971.849121
	Iteration 137Q: 3 clusters Score -1.881395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 167803 members 
Entering Unmasked Estep 
Score: -18813936.000000 Penalty: 5971.849121
	Iteration 138Q: 3 clusters Score -1.881394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 167816 members 
Entering Unmasked Estep 
Score: -18813948.000000 Penalty: 5971.849121
	Iteration 139Q: 3 clusters Score -1.881395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 167836 members 
Entering Unmasked Estep 
Score: -18813956.000000 Penalty: 5971.849121
	Iteration 140F: 3 clusters Score -1.881396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 167853 members 
Entering Unmasked Estep 
Score: -18813956.000000 Penalty: 5971.849121
	Iteration 141Q: 3 clusters Score -1.881396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 167865 members 
Entering Unmasked Estep 
Score: -18813954.000000 Penalty: 5971.849121
	Iteration 142Q: 3 clusters Score -1.881395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 167871 members 
Entering Unmasked Estep 
Score: -18813962.000000 Penalty: 5971.849121
	Iteration 143Q: 3 clusters Score -1.881396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 167878 members 
Entering Unmasked Estep 
Score: -18813966.000000 Penalty: 5971.849121
	Iteration 144Q: 3 clusters Score -1.881397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 167888 members 
Entering Unmasked Estep 
Score: -18813970.000000 Penalty: 5971.849121
	Iteration 145Q: 3 clusters Score -1.881397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 167897 members 
Entering Unmasked Estep 
Score: -18813966.000000 Penalty: 5971.849121
	Iteration 146Q: 3 clusters Score -1.881397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 167907 members 
Entering Unmasked Estep 
Score: -18813982.000000 Penalty: 5971.849121
	Iteration 147Q: 3 clusters Score -1.881398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 167914 members 
Entering Unmasked Estep 
Score: -18813968.000000 Penalty: 5971.849121
	Iteration 148Q: 3 clusters Score -1.881397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 167918 members 
Entering Unmasked Estep 
Score: -18813958.000000 Penalty: 5971.849121
	Iteration 149Q: 3 clusters Score -1.881396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 167923 members 
Entering Unmasked Estep 
Score: -18813986.000000 Penalty: 5971.849121
	Iteration 150Q: 3 clusters Score -1.881399e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 167924 members 
Entering Unmasked Estep 
Score: -18813978.000000 Penalty: 5971.849121
	Iteration 151Q: 3 clusters Score -1.881398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 167924 members 
Entering Unmasked Estep 
Score: -18813978.000000 Penalty: 5971.849121
	Iteration 152F: 3 clusters Score -1.881398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (115926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115926 members 
Entering Unmasked Estep 
Score: -13140408.000000 Penalty: 2891.855469
	Iteration 0F: 2 clusters Score -1.314041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57835 members 
Mstep: Class 2 contains 58091 members 
Entering Unmasked Estep 
Score: -13062522.000000 Penalty: 5783.710938
	Iteration 0F: 3 clusters Score -1.306252e+07 nChanged 55225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -13094811.000000 Penalty: 5783.710938
	Iteration 1F: 3 clusters Score -1.309481e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 62499 members 
Entering Unmasked Estep 
Score: -13095554.000000 Penalty: 5783.710938
	Iteration 2Q: 3 clusters Score -1.309555e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -13096562.000000 Penalty: 5783.710938
	Iteration 3Q: 3 clusters Score -1.309656e+07 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -13098406.000000 Penalty: 5783.710938
	Iteration 4Q: 3 clusters Score -1.309841e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 75020 members 
Entering Unmasked Estep 
Score: -13101690.000000 Penalty: 5783.710938
	Iteration 5F: 3 clusters Score -1.310169e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 83047 members 
Entering Unmasked Estep 
Score: -13107190.000000 Penalty: 5783.710938
	Iteration 6F: 3 clusters Score -1.310719e+07 nChanged 10031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 92966 members 
Entering Unmasked Estep 
Score: -13115848.000000 Penalty: 5783.710938
	Iteration 7F: 3 clusters Score -1.311585e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 102728 members 
Entering Unmasked Estep 
Score: -13125551.000000 Penalty: 5783.710938
	Iteration 8F: 3 clusters Score -1.312555e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 109687 members 
Entering Unmasked Estep 
Score: -13132605.000000 Penalty: 5783.710938
	Iteration 9F: 3 clusters Score -1.31326e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 113230 members 
Entering Unmasked Estep 
Score: -13135855.000000 Penalty: 5783.710938
	Iteration 10Q: 3 clusters Score -1.313586e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 114601 members 
Entering Unmasked Estep 
Score: -13137095.000000 Penalty: 5783.710938
	Iteration 11Q: 3 clusters Score -1.31371e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 115080 members 
Entering Unmasked Estep 
Score: -13137578.000000 Penalty: 5783.710938
	Iteration 12Q: 3 clusters Score -1.313758e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 115246 members 
Entering Unmasked Estep 
Score: -13137732.000000 Penalty: 5783.710938
	Iteration 13Q: 3 clusters Score -1.313773e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 115311 members 
Entering Unmasked Estep 
Score: -13137820.000000 Penalty: 5783.710938
	Iteration 14Q: 3 clusters Score -1.313782e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 115356 members 
Entering Unmasked Estep 
Score: -13137863.000000 Penalty: 5783.710938
	Iteration 15Q: 3 clusters Score -1.313786e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 115370 members 
Entering Unmasked Estep 
Score: -13137898.000000 Penalty: 5783.710938
	Iteration 16Q: 3 clusters Score -1.31379e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 115378 members 
Entering Unmasked Estep 
Score: -13137932.000000 Penalty: 5783.710938
	Iteration 17Q: 3 clusters Score -1.313793e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 115382 members 
Entering Unmasked Estep 
Score: -13137941.000000 Penalty: 5783.710938
	Iteration 18Q: 3 clusters Score -1.313794e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 115388 members 
Entering Unmasked Estep 
Score: -13137947.000000 Penalty: 5783.710938
	Iteration 19Q: 3 clusters Score -1.313795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 115391 members 
Entering Unmasked Estep 
Score: -13137959.000000 Penalty: 5783.710938
	Iteration 20F: 3 clusters Score -1.313796e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 115393 members 
Entering Unmasked Estep 
Score: -13137971.000000 Penalty: 5783.710938
	Iteration 21Q: 3 clusters Score -1.313797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 115395 members 
Entering Unmasked Estep 
Score: -13137986.000000 Penalty: 5783.710938
	Iteration 22Q: 3 clusters Score -1.313799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 115394 members 
Entering Unmasked Estep 
Score: -13137980.000000 Penalty: 5783.710938
	Iteration 23Q: 3 clusters Score -1.313798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 115393 members 
Entering Unmasked Estep 
Score: -13137980.000000 Penalty: 5783.710938
	Iteration 24Q: 3 clusters Score -1.313798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 115393 members 
Entering Unmasked Estep 
Score: -13137986.000000 Penalty: 5783.710938
	Iteration 25Q: 3 clusters Score -1.313799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 115394 members 
Entering Unmasked Estep 
Score: -13137986.000000 Penalty: 5783.710938
	Iteration 26Q: 3 clusters Score -1.313799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 115395 members 
Entering Unmasked Estep 
Score: -13138001.000000 Penalty: 5783.710938
	Iteration 27Q: 3 clusters Score -1.3138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 115398 members 
Entering Unmasked Estep 
Score: -13138003.000000 Penalty: 5783.710938
	Iteration 28Q: 3 clusters Score -1.3138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 115399 members 
Entering Unmasked Estep 
Score: -13138013.000000 Penalty: 5783.710938
	Iteration 29Q: 3 clusters Score -1.313801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 115399 members 
Entering Unmasked Estep 
Score: -13138013.000000 Penalty: 5783.710938
	Iteration 30F: 3 clusters Score -1.313801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Entering Unmasked Estep 
Score: -5457818.500000 Penalty: 2684.393799
	Iteration 0F: 2 clusters Score -5457818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -5423983.500000 Penalty: 5368.787598
	Iteration 0F: 3 clusters Score -5423984 nChanged 23134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -5436640.500000 Penalty: 5368.787598
	Iteration 1F: 3 clusters Score -5436640 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -5437144.500000 Penalty: 5368.787598
	Iteration 2Q: 3 clusters Score -5437144 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -5437632.500000 Penalty: 5368.787598
	Iteration 3Q: 3 clusters Score -5437632 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -5438149.500000 Penalty: 5368.787598
	Iteration 4Q: 3 clusters Score -5438150 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -5438803.000000 Penalty: 5368.787598
	Iteration 5Q: 3 clusters Score -5438803 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -5439725.500000 Penalty: 5368.787598
	Iteration 6Q: 3 clusters Score -5439726 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -5441041.000000 Penalty: 5368.787598
	Iteration 7Q: 3 clusters Score -5441041 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -5443109.500000 Penalty: 5368.787598
	Iteration 8F: 3 clusters Score -5443110 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -5446054.500000 Penalty: 5368.787598
	Iteration 9F: 3 clusters Score -5446054 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -5449382.500000 Penalty: 5368.787598
	Iteration 10F: 3 clusters Score -5449382 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -5452204.500000 Penalty: 5368.787598
	Iteration 11F: 3 clusters Score -5452204 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -5453935.500000 Penalty: 5368.787598
	Iteration 12Q: 3 clusters Score -5453936 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5454755.500000 Penalty: 5368.787598
	Iteration 13Q: 3 clusters Score -5454756 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5455090.000000 Penalty: 5368.787598
	Iteration 14Q: 3 clusters Score -5455090 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5455225.500000 Penalty: 5368.787598
	Iteration 15Q: 3 clusters Score -5455226 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5455324.000000 Penalty: 5368.787598
	Iteration 16Q: 3 clusters Score -5455324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5455381.500000 Penalty: 5368.787598
	Iteration 17Q: 3 clusters Score -5455382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5455420.000000 Penalty: 5368.787598
	Iteration 18Q: 3 clusters Score -5455420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5455457.000000 Penalty: 5368.787598
	Iteration 19Q: 3 clusters Score -5455457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5455467.000000 Penalty: 5368.787598
	Iteration 20F: 3 clusters Score -5455467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5455490.500000 Penalty: 5368.787598
	Iteration 21Q: 3 clusters Score -5455490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5455501.500000 Penalty: 5368.787598
	Iteration 22Q: 3 clusters Score -5455502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5455503.500000 Penalty: 5368.787598
	Iteration 23Q: 3 clusters Score -5455504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5455513.000000 Penalty: 5368.787598
	Iteration 24Q: 3 clusters Score -5455513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5455513.500000 Penalty: 5368.787598
	Iteration 25Q: 3 clusters Score -5455514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5455516.000000 Penalty: 5368.787598
	Iteration 26Q: 3 clusters Score -5455516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5455512.500000 Penalty: 5368.787598
	Iteration 27Q: 3 clusters Score -5455512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5455512.000000 Penalty: 5368.787598
	Iteration 28Q: 3 clusters Score -5455512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5455512.000000 Penalty: 5368.787598
	Iteration 29F: 3 clusters Score -5455512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Entering Unmasked Estep 
Score: -5549824.500000 Penalty: 2678.845947
	Iteration 0F: 2 clusters Score -5549824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -5516703.500000 Penalty: 5357.691895
	Iteration 0F: 3 clusters Score -5516704 nChanged 22884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -5529370.500000 Penalty: 5357.691895
	Iteration 1F: 3 clusters Score -5529370 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -5529810.000000 Penalty: 5357.691895
	Iteration 2Q: 3 clusters Score -5529810 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -5530262.500000 Penalty: 5357.691895
	Iteration 3Q: 3 clusters Score -5530262 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -5530849.000000 Penalty: 5357.691895
	Iteration 4Q: 3 clusters Score -5530849 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -5531589.500000 Penalty: 5357.691895
	Iteration 5Q: 3 clusters Score -5531590 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -5532691.500000 Penalty: 5357.691895
	Iteration 6Q: 3 clusters Score -5532692 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -5534395.000000 Penalty: 5357.691895
	Iteration 7F: 3 clusters Score -5534395 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -5537149.500000 Penalty: 5357.691895
	Iteration 8F: 3 clusters Score -5537150 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -5540619.000000 Penalty: 5357.691895
	Iteration 9F: 3 clusters Score -5540619 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -5543816.000000 Penalty: 5357.691895
	Iteration 10F: 3 clusters Score -5543816 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -5545832.500000 Penalty: 5357.691895
	Iteration 11Q: 3 clusters Score -5545832 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -5546779.500000 Penalty: 5357.691895
	Iteration 12Q: 3 clusters Score -5546780 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -5547163.500000 Penalty: 5357.691895
	Iteration 13Q: 3 clusters Score -5547164 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -5547313.500000 Penalty: 5357.691895
	Iteration 14Q: 3 clusters Score -5547314 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -5547392.500000 Penalty: 5357.691895
	Iteration 15Q: 3 clusters Score -5547392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -5547441.500000 Penalty: 5357.691895
	Iteration 16Q: 3 clusters Score -5547442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -5547478.000000 Penalty: 5357.691895
	Iteration 17Q: 3 clusters Score -5547478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -5547484.000000 Penalty: 5357.691895
	Iteration 18Q: 3 clusters Score -5547484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -5547497.500000 Penalty: 5357.691895
	Iteration 19Q: 3 clusters Score -5547498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -5547514.000000 Penalty: 5357.691895
	Iteration 20F: 3 clusters Score -5547514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -5547520.000000 Penalty: 5357.691895
	Iteration 21Q: 3 clusters Score -5547520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -5547525.000000 Penalty: 5357.691895
	Iteration 22Q: 3 clusters Score -5547525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -5547527.500000 Penalty: 5357.691895
	Iteration 23Q: 3 clusters Score -5547528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -5547527.500000 Penalty: 5357.691895
	Iteration 24F: 3 clusters Score -5547528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -87575.882812 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -87575.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -85723.906250 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -85723.91 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -86270.773438 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -86270.77 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -86429.523438 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -86429.52 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -86632.492188 Penalty: 3420.760254
	Iteration 3F: 3 clusters Score -86632.49 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -86928.742188 Penalty: 3420.760254
	Iteration 4F: 3 clusters Score -86928.74 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -87381.437500 Penalty: 3420.760254
	Iteration 5F: 3 clusters Score -87381.44 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -87883.000000 Penalty: 3420.760254
	Iteration 6F: 3 clusters Score -87883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -88257.242188 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -88257.24 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88482.242188 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -88482.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88677.585938 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -88677.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88784.117188 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -88784.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88805.406250 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -88805.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88826.125000 Penalty: 3420.760254
	Iteration 12F: 3 clusters Score -88826.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88858.164062 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -88858.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88858.164062 Penalty: 3420.760254
	Iteration 14F: 3 clusters Score -88858.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 115926 members 
Mstep: Class 3 contains 50220 members 
Mstep: Class 4 contains 49109 members 
Mstep: Class 5 contains 550 members 
Mstep: Class 6 contains 64680 members 
Mstep: Class 7 contains 34966 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188987 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15071 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28363 members 
Mstep: Class 16 contains 91560 members 
Mstep: Class 17 contains 25546 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4877 members 
Mstep: Class 23 contains 21897 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Mstep: Class 28 contains 439 members 
Entering Unmasked Estep 
Score: -98120272.000000 Penalty: 95211.085938
Splitting cluster 5 changes total score from -98120696.000000 to -98120272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (64680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64680 members 
Entering Unmasked Estep 
Score: -7264957.500000 Penalty: 2747.147461
	Iteration 0F: 2 clusters Score -7264958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -7221575.500000 Penalty: 5494.294922
	Iteration 0F: 3 clusters Score -7221576 nChanged 29997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -7238535.000000 Penalty: 5494.294922
	Iteration 1F: 3 clusters Score -7238535 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -7239129.500000 Penalty: 5494.294922
	Iteration 2Q: 3 clusters Score -7239130 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -7239716.000000 Penalty: 5494.294922
	Iteration 3Q: 3 clusters Score -7239716 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -7240343.000000 Penalty: 5494.294922
	Iteration 4Q: 3 clusters Score -7240343 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -7241113.000000 Penalty: 5494.294922
	Iteration 5Q: 3 clusters Score -7241113 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -7242016.500000 Penalty: 5494.294922
	Iteration 6Q: 3 clusters Score -7242016 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -7243159.000000 Penalty: 5494.294922
	Iteration 7Q: 3 clusters Score -7243159 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -7244551.000000 Penalty: 5494.294922
	Iteration 8Q: 3 clusters Score -7244551 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -7246452.500000 Penalty: 5494.294922
	Iteration 9F: 3 clusters Score -7246452 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -7248657.500000 Penalty: 5494.294922
	Iteration 10F: 3 clusters Score -7248658 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -7251513.500000 Penalty: 5494.294922
	Iteration 11F: 3 clusters Score -7251514 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -7254289.500000 Penalty: 5494.294922
	Iteration 12F: 3 clusters Score -7254290 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -7256470.000000 Penalty: 5494.294922
	Iteration 13Q: 3 clusters Score -7256470 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -7258147.500000 Penalty: 5494.294922
	Iteration 14Q: 3 clusters Score -7258148 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -7259635.000000 Penalty: 5494.294922
	Iteration 15Q: 3 clusters Score -7259635 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -7260907.000000 Penalty: 5494.294922
	Iteration 16Q: 3 clusters Score -7260907 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -7261814.000000 Penalty: 5494.294922
	Iteration 17Q: 3 clusters Score -7261814 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -7262432.500000 Penalty: 5494.294922
	Iteration 18Q: 3 clusters Score -7262432 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -7262884.500000 Penalty: 5494.294922
	Iteration 19Q: 3 clusters Score -7262884 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -7263139.500000 Penalty: 5494.294922
	Iteration 20F: 3 clusters Score -7263140 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -7263316.000000 Penalty: 5494.294922
	Iteration 21Q: 3 clusters Score -7263316 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -7263447.500000 Penalty: 5494.294922
	Iteration 22Q: 3 clusters Score -7263448 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -7263595.000000 Penalty: 5494.294922
	Iteration 23Q: 3 clusters Score -7263595 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -7263676.000000 Penalty: 5494.294922
	Iteration 24Q: 3 clusters Score -7263676 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -7263735.000000 Penalty: 5494.294922
	Iteration 25Q: 3 clusters Score -7263735 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -7263802.000000 Penalty: 5494.294922
	Iteration 26Q: 3 clusters Score -7263802 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -7263858.500000 Penalty: 5494.294922
	Iteration 27Q: 3 clusters Score -7263858 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -7263909.500000 Penalty: 5494.294922
	Iteration 28Q: 3 clusters Score -7263910 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -7263969.000000 Penalty: 5494.294922
	Iteration 29Q: 3 clusters Score -7263969 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -7264021.500000 Penalty: 5494.294922
	Iteration 30Q: 3 clusters Score -7264022 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -7264079.000000 Penalty: 5494.294922
	Iteration 31Q: 3 clusters Score -7264079 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -7264117.500000 Penalty: 5494.294922
	Iteration 32Q: 3 clusters Score -7264118 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -7264117.000000 Penalty: 5494.294922
	Iteration 33Q: 3 clusters Score -7264117 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -7264149.000000 Penalty: 5494.294922
	Iteration 34Q: 3 clusters Score -7264149 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -7264130.000000 Penalty: 5494.294922
	Iteration 35Q: 3 clusters Score -7264130 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -7264155.000000 Penalty: 5494.294922
	Iteration 36Q: 3 clusters Score -7264155 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -7264172.500000 Penalty: 5494.294922
	Iteration 37Q: 3 clusters Score -7264172 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -7264195.500000 Penalty: 5494.294922
	Iteration 38Q: 3 clusters Score -7264196 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -7264237.500000 Penalty: 5494.294922
	Iteration 39Q: 3 clusters Score -7264238 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -7264239.000000 Penalty: 5494.294922
	Iteration 40F: 3 clusters Score -7264239 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -7264232.500000 Penalty: 5494.294922
	Iteration 41Q: 3 clusters Score -7264232 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -7264246.500000 Penalty: 5494.294922
	Iteration 42Q: 3 clusters Score -7264246 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -7264241.000000 Penalty: 5494.294922
	Iteration 43Q: 3 clusters Score -7264241 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -7264250.500000 Penalty: 5494.294922
	Iteration 44Q: 3 clusters Score -7264250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -7264267.500000 Penalty: 5494.294922
	Iteration 45Q: 3 clusters Score -7264268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -7264254.500000 Penalty: 5494.294922
	Iteration 46Q: 3 clusters Score -7264254 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -7264272.000000 Penalty: 5494.294922
	Iteration 47Q: 3 clusters Score -7264272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -7264270.500000 Penalty: 5494.294922
	Iteration 48Q: 3 clusters Score -7264270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -7264283.000000 Penalty: 5494.294922
	Iteration 49Q: 3 clusters Score -7264283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -7264280.500000 Penalty: 5494.294922
	Iteration 50Q: 3 clusters Score -7264280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -7264289.500000 Penalty: 5494.294922
	Iteration 51Q: 3 clusters Score -7264290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -7264299.000000 Penalty: 5494.294922
	Iteration 52Q: 3 clusters Score -7264299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -7264293.500000 Penalty: 5494.294922
	Iteration 53Q: 3 clusters Score -7264294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -7264304.500000 Penalty: 5494.294922
	Iteration 54Q: 3 clusters Score -7264304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -7264309.000000 Penalty: 5494.294922
	Iteration 55Q: 3 clusters Score -7264309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -7264303.000000 Penalty: 5494.294922
	Iteration 56Q: 3 clusters Score -7264303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -7264308.000000 Penalty: 5494.294922
	Iteration 57Q: 3 clusters Score -7264308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -7264302.000000 Penalty: 5494.294922
	Iteration 58Q: 3 clusters Score -7264302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -7264279.000000 Penalty: 5494.294922
	Iteration 59Q: 3 clusters Score -7264279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -7264292.000000 Penalty: 5494.294922
	Iteration 60F: 3 clusters Score -7264292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -7264279.000000 Penalty: 5494.294922
	Iteration 61Q: 3 clusters Score -7264279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -7264307.000000 Penalty: 5494.294922
	Iteration 62Q: 3 clusters Score -7264307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -7264306.500000 Penalty: 5494.294922
	Iteration 63Q: 3 clusters Score -7264306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -7264307.500000 Penalty: 5494.294922
	Iteration 64Q: 3 clusters Score -7264308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -7264307.000000 Penalty: 5494.294922
	Iteration 65Q: 3 clusters Score -7264307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -7264302.000000 Penalty: 5494.294922
	Iteration 66Q: 3 clusters Score -7264302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -7264311.000000 Penalty: 5494.294922
	Iteration 67Q: 3 clusters Score -7264311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -7264311.000000 Penalty: 5494.294922
	Iteration 68Q: 3 clusters Score -7264311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -7264308.000000 Penalty: 5494.294922
	Iteration 69Q: 3 clusters Score -7264308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -7264308.500000 Penalty: 5494.294922
	Iteration 70Q: 3 clusters Score -7264308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -7264296.500000 Penalty: 5494.294922
	Iteration 71Q: 3 clusters Score -7264296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -7264308.000000 Penalty: 5494.294922
	Iteration 72Q: 3 clusters Score -7264308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -7264297.500000 Penalty: 5494.294922
	Iteration 73Q: 3 clusters Score -7264298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -7264303.000000 Penalty: 5494.294922
	Iteration 74Q: 3 clusters Score -7264303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -7264307.000000 Penalty: 5494.294922
	Iteration 75Q: 3 clusters Score -7264307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -7264301.500000 Penalty: 5494.294922
	Iteration 76Q: 3 clusters Score -7264302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -7264304.500000 Penalty: 5494.294922
	Iteration 77Q: 3 clusters Score -7264304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -7264305.500000 Penalty: 5494.294922
	Iteration 78Q: 3 clusters Score -7264306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -7264307.500000 Penalty: 5494.294922
	Iteration 79Q: 3 clusters Score -7264308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -7264310.500000 Penalty: 5494.294922
	Iteration 80F: 3 clusters Score -7264310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (34966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Entering Unmasked Estep 
Score: -3964184.500000 Penalty: 2594.608643
	Iteration 0F: 2 clusters Score -3964184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3940364.500000 Penalty: 5189.217285
	Iteration 0F: 3 clusters Score -3940364 nChanged 15787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -3948929.000000 Penalty: 5189.217285
	Iteration 1F: 3 clusters Score -3948929 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -3949520.000000 Penalty: 5189.217285
	Iteration 2Q: 3 clusters Score -3949520 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3950115.000000 Penalty: 5189.217285
	Iteration 3Q: 3 clusters Score -3950115 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -3950759.250000 Penalty: 5189.217285
	Iteration 4Q: 3 clusters Score -3950759 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3951594.500000 Penalty: 5189.217285
	Iteration 5Q: 3 clusters Score -3951594 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -3952679.250000 Penalty: 5189.217285
	Iteration 6F: 3 clusters Score -3952679 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3954039.500000 Penalty: 5189.217285
	Iteration 7F: 3 clusters Score -3954040 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3955692.250000 Penalty: 5189.217285
	Iteration 8F: 3 clusters Score -3955692 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -3957086.250000 Penalty: 5189.217285
	Iteration 9F: 3 clusters Score -3957086 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3957927.750000 Penalty: 5189.217285
	Iteration 10Q: 3 clusters Score -3957928 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3958273.250000 Penalty: 5189.217285
	Iteration 11Q: 3 clusters Score -3958273 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -3958469.250000 Penalty: 5189.217285
	Iteration 12Q: 3 clusters Score -3958469 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3958587.000000 Penalty: 5189.217285
	Iteration 13Q: 3 clusters Score -3958587 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -3958682.000000 Penalty: 5189.217285
	Iteration 14Q: 3 clusters Score -3958682 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3958763.500000 Penalty: 5189.217285
	Iteration 15Q: 3 clusters Score -3958764 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -3958836.250000 Penalty: 5189.217285
	Iteration 16Q: 3 clusters Score -3958836 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3958903.250000 Penalty: 5189.217285
	Iteration 17Q: 3 clusters Score -3958903 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3958974.000000 Penalty: 5189.217285
	Iteration 18Q: 3 clusters Score -3958974 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3959042.750000 Penalty: 5189.217285
	Iteration 19Q: 3 clusters Score -3959043 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3959111.500000 Penalty: 5189.217285
	Iteration 20F: 3 clusters Score -3959112 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -3959190.500000 Penalty: 5189.217285
	Iteration 21Q: 3 clusters Score -3959190 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3959250.000000 Penalty: 5189.217285
	Iteration 22Q: 3 clusters Score -3959250 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3959315.250000 Penalty: 5189.217285
	Iteration 23Q: 3 clusters Score -3959315 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -3959396.000000 Penalty: 5189.217285
	Iteration 24Q: 3 clusters Score -3959396 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -3959513.250000 Penalty: 5189.217285
	Iteration 25Q: 3 clusters Score -3959513 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3959613.000000 Penalty: 5189.217285
	Iteration 26Q: 3 clusters Score -3959613 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3959727.000000 Penalty: 5189.217285
	Iteration 27Q: 3 clusters Score -3959727 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -3959838.000000 Penalty: 5189.217285
	Iteration 28Q: 3 clusters Score -3959838 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -3959973.750000 Penalty: 5189.217285
	Iteration 29Q: 3 clusters Score -3959974 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -3960133.000000 Penalty: 5189.217285
	Iteration 30Q: 3 clusters Score -3960133 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -3960286.750000 Penalty: 5189.217285
	Iteration 31Q: 3 clusters Score -3960287 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -3960452.750000 Penalty: 5189.217285
	Iteration 32Q: 3 clusters Score -3960453 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -3960596.250000 Penalty: 5189.217285
	Iteration 33Q: 3 clusters Score -3960596 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -3960755.500000 Penalty: 5189.217285
	Iteration 34Q: 3 clusters Score -3960756 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -3960896.750000 Penalty: 5189.217285
	Iteration 35Q: 3 clusters Score -3960897 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -3961022.500000 Penalty: 5189.217285
	Iteration 36Q: 3 clusters Score -3961022 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -3961113.250000 Penalty: 5189.217285
	Iteration 37Q: 3 clusters Score -3961113 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -3961186.500000 Penalty: 5189.217285
	Iteration 38Q: 3 clusters Score -3961186 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -3961258.500000 Penalty: 5189.217285
	Iteration 39Q: 3 clusters Score -3961258 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -3961327.500000 Penalty: 5189.217285
	Iteration 40F: 3 clusters Score -3961328 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -3961380.500000 Penalty: 5189.217285
	Iteration 41Q: 3 clusters Score -3961380 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -3961441.000000 Penalty: 5189.217285
	Iteration 42Q: 3 clusters Score -3961441 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -3961496.750000 Penalty: 5189.217285
	Iteration 43Q: 3 clusters Score -3961497 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -3961546.000000 Penalty: 5189.217285
	Iteration 44Q: 3 clusters Score -3961546 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -3961574.250000 Penalty: 5189.217285
	Iteration 45Q: 3 clusters Score -3961574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -3961600.750000 Penalty: 5189.217285
	Iteration 46Q: 3 clusters Score -3961601 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -3961629.250000 Penalty: 5189.217285
	Iteration 47Q: 3 clusters Score -3961629 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -3961663.500000 Penalty: 5189.217285
	Iteration 48Q: 3 clusters Score -3961664 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -3961672.250000 Penalty: 5189.217285
	Iteration 49Q: 3 clusters Score -3961672 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -3961681.250000 Penalty: 5189.217285
	Iteration 50Q: 3 clusters Score -3961681 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -3961688.750000 Penalty: 5189.217285
	Iteration 51Q: 3 clusters Score -3961689 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -3961702.750000 Penalty: 5189.217285
	Iteration 52Q: 3 clusters Score -3961703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -3961707.750000 Penalty: 5189.217285
	Iteration 53Q: 3 clusters Score -3961708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -3961721.000000 Penalty: 5189.217285
	Iteration 54Q: 3 clusters Score -3961721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -3961729.750000 Penalty: 5189.217285
	Iteration 55Q: 3 clusters Score -3961730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -3961743.750000 Penalty: 5189.217285
	Iteration 56Q: 3 clusters Score -3961744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -3961757.250000 Penalty: 5189.217285
	Iteration 57Q: 3 clusters Score -3961757 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -3961774.750000 Penalty: 5189.217285
	Iteration 58Q: 3 clusters Score -3961775 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -3961786.250000 Penalty: 5189.217285
	Iteration 59Q: 3 clusters Score -3961786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -3961806.000000 Penalty: 5189.217285
	Iteration 60F: 3 clusters Score -3961806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -3961819.250000 Penalty: 5189.217285
	Iteration 61Q: 3 clusters Score -3961819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -3961825.750000 Penalty: 5189.217285
	Iteration 62Q: 3 clusters Score -3961826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -3961832.750000 Penalty: 5189.217285
	Iteration 63Q: 3 clusters Score -3961833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -3961850.250000 Penalty: 5189.217285
	Iteration 64Q: 3 clusters Score -3961850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -3961865.750000 Penalty: 5189.217285
	Iteration 65Q: 3 clusters Score -3961866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -3961869.750000 Penalty: 5189.217285
	Iteration 66Q: 3 clusters Score -3961870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -3961889.500000 Penalty: 5189.217285
	Iteration 67Q: 3 clusters Score -3961890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -3961901.750000 Penalty: 5189.217285
	Iteration 68Q: 3 clusters Score -3961902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -3961905.000000 Penalty: 5189.217285
	Iteration 69Q: 3 clusters Score -3961905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -3961907.000000 Penalty: 5189.217285
	Iteration 70Q: 3 clusters Score -3961907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -3961907.500000 Penalty: 5189.217285
	Iteration 71Q: 3 clusters Score -3961908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -3961904.750000 Penalty: 5189.217285
	Iteration 72Q: 3 clusters Score -3961905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -3961909.000000 Penalty: 5189.217285
	Iteration 73Q: 3 clusters Score -3961909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -3961911.500000 Penalty: 5189.217285
	Iteration 74Q: 3 clusters Score -3961912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -3961912.250000 Penalty: 5189.217285
	Iteration 75Q: 3 clusters Score -3961912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -3961915.000000 Penalty: 5189.217285
	Iteration 76Q: 3 clusters Score -3961915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -3961915.250000 Penalty: 5189.217285
	Iteration 77Q: 3 clusters Score -3961915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -3961919.000000 Penalty: 5189.217285
	Iteration 78Q: 3 clusters Score -3961919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -3961924.500000 Penalty: 5189.217285
	Iteration 79Q: 3 clusters Score -3961924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -3961918.250000 Penalty: 5189.217285
	Iteration 80F: 3 clusters Score -3961918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -3961925.250000 Penalty: 5189.217285
	Iteration 81Q: 3 clusters Score -3961925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -3961924.250000 Penalty: 5189.217285
	Iteration 82Q: 3 clusters Score -3961924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -3961928.500000 Penalty: 5189.217285
	Iteration 83Q: 3 clusters Score -3961928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -3961933.500000 Penalty: 5189.217285
	Iteration 84Q: 3 clusters Score -3961934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -3961934.750000 Penalty: 5189.217285
	Iteration 85Q: 3 clusters Score -3961935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -3961938.250000 Penalty: 5189.217285
	Iteration 86Q: 3 clusters Score -3961938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -3961938.500000 Penalty: 5189.217285
	Iteration 87Q: 3 clusters Score -3961938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -3961938.500000 Penalty: 5189.217285
	Iteration 88Q: 3 clusters Score -3961938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -3961938.500000 Penalty: 5189.217285
	Iteration 89F: 3 clusters Score -3961938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Entering Unmasked Estep 
Score: -569441.750000 Penalty: 2116.053955
	Iteration 0F: 2 clusters Score -569441.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -564882.187500 Penalty: 4232.107910
	Iteration 0F: 3 clusters Score -564882.2 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -565957.625000 Penalty: 4232.107910
	Iteration 1F: 3 clusters Score -565957.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -566156.687500 Penalty: 4232.107910
	Iteration 2F: 3 clusters Score -566156.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -566278.062500 Penalty: 4232.107910
	Iteration 3Q: 3 clusters Score -566278.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -566358.625000 Penalty: 4232.107910
	Iteration 4Q: 3 clusters Score -566358.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -566423.437500 Penalty: 4232.107910
	Iteration 5Q: 3 clusters Score -566423.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -566473.500000 Penalty: 4232.107910
	Iteration 6Q: 3 clusters Score -566473.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -566518.312500 Penalty: 4232.107910
	Iteration 7Q: 3 clusters Score -566518.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -566557.562500 Penalty: 4232.107910
	Iteration 8Q: 3 clusters Score -566557.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -566596.125000 Penalty: 4232.107910
	Iteration 9Q: 3 clusters Score -566596.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -566640.500000 Penalty: 4232.107910
	Iteration 10Q: 3 clusters Score -566640.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -566689.312500 Penalty: 4232.107910
	Iteration 11Q: 3 clusters Score -566689.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -566734.000000 Penalty: 4232.107910
	Iteration 12Q: 3 clusters Score -566734 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -566788.812500 Penalty: 4232.107910
	Iteration 13Q: 3 clusters Score -566788.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -566843.062500 Penalty: 4232.107910
	Iteration 14Q: 3 clusters Score -566843.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -566911.437500 Penalty: 4232.107910
	Iteration 15Q: 3 clusters Score -566911.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -566969.125000 Penalty: 4232.107910
	Iteration 16Q: 3 clusters Score -566969.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -567032.000000 Penalty: 4232.107910
	Iteration 17Q: 3 clusters Score -567032 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -567098.937500 Penalty: 4232.107910
	Iteration 18Q: 3 clusters Score -567098.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -567159.812500 Penalty: 4232.107910
	Iteration 19Q: 3 clusters Score -567159.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -567214.312500 Penalty: 4232.107910
	Iteration 20F: 3 clusters Score -567214.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -567264.375000 Penalty: 4232.107910
	Iteration 21Q: 3 clusters Score -567264.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -567312.937500 Penalty: 4232.107910
	Iteration 22Q: 3 clusters Score -567312.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -567360.625000 Penalty: 4232.107910
	Iteration 23Q: 3 clusters Score -567360.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -567395.250000 Penalty: 4232.107910
	Iteration 24Q: 3 clusters Score -567395.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -567432.000000 Penalty: 4232.107910
	Iteration 25Q: 3 clusters Score -567432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -567458.687500 Penalty: 4232.107910
	Iteration 26Q: 3 clusters Score -567458.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -567483.875000 Penalty: 4232.107910
	Iteration 27Q: 3 clusters Score -567483.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -567501.312500 Penalty: 4232.107910
	Iteration 28Q: 3 clusters Score -567501.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -567512.937500 Penalty: 4232.107910
	Iteration 29Q: 3 clusters Score -567512.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -567525.812500 Penalty: 4232.107910
	Iteration 30Q: 3 clusters Score -567525.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -567539.562500 Penalty: 4232.107910
	Iteration 31Q: 3 clusters Score -567539.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -567551.687500 Penalty: 4232.107910
	Iteration 32Q: 3 clusters Score -567551.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -567565.312500 Penalty: 4232.107910
	Iteration 33Q: 3 clusters Score -567565.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -567574.500000 Penalty: 4232.107910
	Iteration 34Q: 3 clusters Score -567574.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -567583.062500 Penalty: 4232.107910
	Iteration 35Q: 3 clusters Score -567583.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -567589.500000 Penalty: 4232.107910
	Iteration 36Q: 3 clusters Score -567589.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -567597.375000 Penalty: 4232.107910
	Iteration 37Q: 3 clusters Score -567597.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -567603.812500 Penalty: 4232.107910
	Iteration 38Q: 3 clusters Score -567603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -567609.937500 Penalty: 4232.107910
	Iteration 39Q: 3 clusters Score -567609.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -567613.375000 Penalty: 4232.107910
	Iteration 40F: 3 clusters Score -567613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -567618.750000 Penalty: 4232.107910
	Iteration 41Q: 3 clusters Score -567618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -567620.062500 Penalty: 4232.107910
	Iteration 42Q: 3 clusters Score -567620.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -567620.062500 Penalty: 4232.107910
	Iteration 43F: 3 clusters Score -567620.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Entering Unmasked Estep 
Score: -469022.531250 Penalty: 2080.899170
	Iteration 0F: 2 clusters Score -469022.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -464829.031250 Penalty: 4161.798340
	Iteration 0F: 3 clusters Score -464829 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -465789.843750 Penalty: 4161.798340
	Iteration 1F: 3 clusters Score -465789.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -465998.406250 Penalty: 4161.798340
	Iteration 2F: 3 clusters Score -465998.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -466175.000000 Penalty: 4161.798340
	Iteration 3F: 3 clusters Score -466175 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -466362.031250 Penalty: 4161.798340
	Iteration 4Q: 3 clusters Score -466362 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -466504.125000 Penalty: 4161.798340
	Iteration 5Q: 3 clusters Score -466504.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -466613.781250 Penalty: 4161.798340
	Iteration 6Q: 3 clusters Score -466613.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -466703.593750 Penalty: 4161.798340
	Iteration 7Q: 3 clusters Score -466703.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -466796.187500 Penalty: 4161.798340
	Iteration 8Q: 3 clusters Score -466796.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -466877.093750 Penalty: 4161.798340
	Iteration 9Q: 3 clusters Score -466877.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -466973.906250 Penalty: 4161.798340
	Iteration 10Q: 3 clusters Score -466973.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -467072.843750 Penalty: 4161.798340
	Iteration 11Q: 3 clusters Score -467072.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -467160.750000 Penalty: 4161.798340
	Iteration 12Q: 3 clusters Score -467160.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -467238.531250 Penalty: 4161.798340
	Iteration 13Q: 3 clusters Score -467238.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -467332.312500 Penalty: 4161.798340
	Iteration 14Q: 3 clusters Score -467332.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -467401.375000 Penalty: 4161.798340
	Iteration 15Q: 3 clusters Score -467401.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -467454.156250 Penalty: 4161.798340
	Iteration 16Q: 3 clusters Score -467454.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -467493.937500 Penalty: 4161.798340
	Iteration 17Q: 3 clusters Score -467493.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -467526.125000 Penalty: 4161.798340
	Iteration 18Q: 3 clusters Score -467526.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -467553.312500 Penalty: 4161.798340
	Iteration 19Q: 3 clusters Score -467553.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -467575.312500 Penalty: 4161.798340
	Iteration 20F: 3 clusters Score -467575.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -467598.750000 Penalty: 4161.798340
	Iteration 21Q: 3 clusters Score -467598.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -467615.343750 Penalty: 4161.798340
	Iteration 22Q: 3 clusters Score -467615.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -467628.656250 Penalty: 4161.798340
	Iteration 23Q: 3 clusters Score -467628.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -467643.406250 Penalty: 4161.798340
	Iteration 24Q: 3 clusters Score -467643.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -467650.500000 Penalty: 4161.798340
	Iteration 25Q: 3 clusters Score -467650.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -467653.875000 Penalty: 4161.798340
	Iteration 26Q: 3 clusters Score -467653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -467656.250000 Penalty: 4161.798340
	Iteration 27Q: 3 clusters Score -467656.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -467658.750000 Penalty: 4161.798340
	Iteration 28Q: 3 clusters Score -467658.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -467662.375000 Penalty: 4161.798340
	Iteration 29Q: 3 clusters Score -467662.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -467663.843750 Penalty: 4161.798340
	Iteration 30Q: 3 clusters Score -467663.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -467665.781250 Penalty: 4161.798340
	Iteration 31Q: 3 clusters Score -467665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -467666.250000 Penalty: 4161.798340
	Iteration 32Q: 3 clusters Score -467666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -467668.656250 Penalty: 4161.798340
	Iteration 33Q: 3 clusters Score -467668.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -467669.593750 Penalty: 4161.798340
	Iteration 34Q: 3 clusters Score -467669.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -467672.125000 Penalty: 4161.798340
	Iteration 35Q: 3 clusters Score -467672.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -467674.906250 Penalty: 4161.798340
	Iteration 36Q: 3 clusters Score -467674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -467675.218750 Penalty: 4161.798340
	Iteration 37Q: 3 clusters Score -467675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -467677.187500 Penalty: 4161.798340
	Iteration 38Q: 3 clusters Score -467677.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -467677.250000 Penalty: 4161.798340
	Iteration 39Q: 3 clusters Score -467677.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -467678.375000 Penalty: 4161.798340
	Iteration 40F: 3 clusters Score -467678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -467678.000000 Penalty: 4161.798340
	Iteration 41Q: 3 clusters Score -467678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -467678.000000 Penalty: 4161.798340
	Iteration 42F: 3 clusters Score -467678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (188987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188987 members 
Entering Unmasked Estep 
Score: -20972206.000000 Penalty: 3013.059326
	Iteration 0F: 2 clusters Score -2.097221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94502 members 
Mstep: Class 2 contains 94485 members 
Entering Unmasked Estep 
Score: -20848954.000000 Penalty: 6026.118652
	Iteration 0F: 3 clusters Score -2.084895e+07 nChanged 90836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96138 members 
Mstep: Class 2 contains 92849 members 
Entering Unmasked Estep 
Score: -20901836.000000 Penalty: 6026.118652
	Iteration 1F: 3 clusters Score -2.090184e+07 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97007 members 
Mstep: Class 2 contains 91980 members 
Entering Unmasked Estep 
Score: -20902534.000000 Penalty: 6026.118652
	Iteration 2Q: 3 clusters Score -2.090253e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98207 members 
Mstep: Class 2 contains 90780 members 
Entering Unmasked Estep 
Score: -20903188.000000 Penalty: 6026.118652
	Iteration 3Q: 3 clusters Score -2.090319e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100004 members 
Mstep: Class 2 contains 88983 members 
Entering Unmasked Estep 
Score: -20904352.000000 Penalty: 6026.118652
	Iteration 4Q: 3 clusters Score -2.090435e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102811 members 
Mstep: Class 2 contains 86176 members 
Entering Unmasked Estep 
Score: -20906124.000000 Penalty: 6026.118652
	Iteration 5Q: 3 clusters Score -2.090612e+07 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107026 members 
Mstep: Class 2 contains 81961 members 
Entering Unmasked Estep 
Score: -20909030.000000 Penalty: 6026.118652
	Iteration 6Q: 3 clusters Score -2.090903e+07 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113070 members 
Mstep: Class 2 contains 75917 members 
Entering Unmasked Estep 
Score: -20914130.000000 Penalty: 6026.118652
	Iteration 7F: 3 clusters Score -2.091413e+07 nChanged 12380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121538 members 
Mstep: Class 2 contains 67449 members 
Entering Unmasked Estep 
Score: -20922762.000000 Penalty: 6026.118652
	Iteration 8F: 3 clusters Score -2.092276e+07 nChanged 14281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131641 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -20934918.000000 Penalty: 6026.118652
	Iteration 9F: 3 clusters Score -2.093492e+07 nChanged 13787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141066 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -20947756.000000 Penalty: 6026.118652
	Iteration 10F: 3 clusters Score -2.094776e+07 nChanged 10521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147455 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -20956418.000000 Penalty: 6026.118652
	Iteration 11F: 3 clusters Score -2.095642e+07 nChanged 6849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151934 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -20960260.000000 Penalty: 6026.118652
	Iteration 12Q: 3 clusters Score -2.096026e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155967 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -20962726.000000 Penalty: 6026.118652
	Iteration 13Q: 3 clusters Score -2.096273e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159946 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -20964510.000000 Penalty: 6026.118652
	Iteration 14Q: 3 clusters Score -2.096451e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163744 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -20965968.000000 Penalty: 6026.118652
	Iteration 15Q: 3 clusters Score -2.096597e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167254 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -20967224.000000 Penalty: 6026.118652
	Iteration 16Q: 3 clusters Score -2.096722e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170510 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -20968056.000000 Penalty: 6026.118652
	Iteration 17Q: 3 clusters Score -2.096806e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173442 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -20968764.000000 Penalty: 6026.118652
	Iteration 18Q: 3 clusters Score -2.096876e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176013 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -20969258.000000 Penalty: 6026.118652
	Iteration 19Q: 3 clusters Score -2.096926e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178220 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -20969614.000000 Penalty: 6026.118652
	Iteration 20F: 3 clusters Score -2.096961e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180037 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -20969982.000000 Penalty: 6026.118652
	Iteration 21Q: 3 clusters Score -2.096998e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181505 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -20970124.000000 Penalty: 6026.118652
	Iteration 22Q: 3 clusters Score -2.097012e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182664 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -20970186.000000 Penalty: 6026.118652
	Iteration 23Q: 3 clusters Score -2.097019e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183608 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -20970258.000000 Penalty: 6026.118652
	Iteration 24Q: 3 clusters Score -2.097026e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184325 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -20970332.000000 Penalty: 6026.118652
	Iteration 25Q: 3 clusters Score -2.097033e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184916 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -20970414.000000 Penalty: 6026.118652
	Iteration 26Q: 3 clusters Score -2.097041e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185357 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -20970370.000000 Penalty: 6026.118652
	Iteration 27Q: 3 clusters Score -2.097037e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185709 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -20970346.000000 Penalty: 6026.118652
	Iteration 28Q: 3 clusters Score -2.097035e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186015 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -20970388.000000 Penalty: 6026.118652
	Iteration 29Q: 3 clusters Score -2.097039e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186254 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -20970366.000000 Penalty: 6026.118652
	Iteration 30Q: 3 clusters Score -2.097037e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186461 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -20970376.000000 Penalty: 6026.118652
	Iteration 31Q: 3 clusters Score -2.097038e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186634 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -20970400.000000 Penalty: 6026.118652
	Iteration 32Q: 3 clusters Score -2.09704e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186788 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -20970398.000000 Penalty: 6026.118652
	Iteration 33Q: 3 clusters Score -2.09704e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186901 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -20970384.000000 Penalty: 6026.118652
	Iteration 34Q: 3 clusters Score -2.097038e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186999 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -20970408.000000 Penalty: 6026.118652
	Iteration 35Q: 3 clusters Score -2.097041e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187079 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -20970406.000000 Penalty: 6026.118652
	Iteration 36Q: 3 clusters Score -2.097041e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187158 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -20970402.000000 Penalty: 6026.118652
	Iteration 37Q: 3 clusters Score -2.09704e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187228 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -20970378.000000 Penalty: 6026.118652
	Iteration 38Q: 3 clusters Score -2.097038e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187266 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -20970380.000000 Penalty: 6026.118652
	Iteration 39Q: 3 clusters Score -2.097038e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187297 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -20970368.000000 Penalty: 6026.118652
	Iteration 40F: 3 clusters Score -2.097037e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187318 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -20970358.000000 Penalty: 6026.118652
	Iteration 41Q: 3 clusters Score -2.097036e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187338 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -20970364.000000 Penalty: 6026.118652
	Iteration 42Q: 3 clusters Score -2.097036e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187357 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -20970380.000000 Penalty: 6026.118652
	Iteration 43Q: 3 clusters Score -2.097038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187374 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -20970344.000000 Penalty: 6026.118652
	Iteration 44Q: 3 clusters Score -2.097034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187387 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -20970350.000000 Penalty: 6026.118652
	Iteration 45Q: 3 clusters Score -2.097035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187402 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -20970344.000000 Penalty: 6026.118652
	Iteration 46Q: 3 clusters Score -2.097034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187416 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -20970362.000000 Penalty: 6026.118652
	Iteration 47Q: 3 clusters Score -2.097036e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187426 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -20970370.000000 Penalty: 6026.118652
	Iteration 48Q: 3 clusters Score -2.097037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187434 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -20970356.000000 Penalty: 6026.118652
	Iteration 49Q: 3 clusters Score -2.097036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187445 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -20970370.000000 Penalty: 6026.118652
	Iteration 50Q: 3 clusters Score -2.097037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187456 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -20970372.000000 Penalty: 6026.118652
	Iteration 51Q: 3 clusters Score -2.097037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187466 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -20970388.000000 Penalty: 6026.118652
	Iteration 52Q: 3 clusters Score -2.097039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187479 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -20970372.000000 Penalty: 6026.118652
	Iteration 53Q: 3 clusters Score -2.097037e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187489 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -20970398.000000 Penalty: 6026.118652
	Iteration 54Q: 3 clusters Score -2.09704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187493 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -20970396.000000 Penalty: 6026.118652
	Iteration 55Q: 3 clusters Score -2.09704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187497 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -20970392.000000 Penalty: 6026.118652
	Iteration 56Q: 3 clusters Score -2.097039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187501 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -20970378.000000 Penalty: 6026.118652
	Iteration 57Q: 3 clusters Score -2.097038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187508 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -20970388.000000 Penalty: 6026.118652
	Iteration 58Q: 3 clusters Score -2.097039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187510 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -20970400.000000 Penalty: 6026.118652
	Iteration 59Q: 3 clusters Score -2.09704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187513 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -20970386.000000 Penalty: 6026.118652
	Iteration 60F: 3 clusters Score -2.097039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187516 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -20970400.000000 Penalty: 6026.118652
	Iteration 61Q: 3 clusters Score -2.09704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187521 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -20970396.000000 Penalty: 6026.118652
	Iteration 62Q: 3 clusters Score -2.09704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187527 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -20970410.000000 Penalty: 6026.118652
	Iteration 63Q: 3 clusters Score -2.097041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187529 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -20970410.000000 Penalty: 6026.118652
	Iteration 64Q: 3 clusters Score -2.097041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187529 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -20970410.000000 Penalty: 6026.118652
	Iteration 65F: 3 clusters Score -2.097041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -106628.195312 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -106628.2 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 539 members 
Entering Unmasked Estep 
Score: -104660.046875 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -104660 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -104914.757812 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -104914.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -105038.351562 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -105038.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -105108.960938 Penalty: 3433.142334
	Iteration 3Q: 3 clusters Score -105109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -105176.898438 Penalty: 3433.142334
	Iteration 4Q: 3 clusters Score -105176.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -105225.296875 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -105225.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -105249.406250 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -105249.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -105261.445312 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -105261.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -105286.031250 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -105286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -105302.914062 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -105302.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -105322.359375 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -105322.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105339.359375 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -105339.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105358.734375 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -105358.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105386.812500 Penalty: 3433.142334
	Iteration 13Q: 3 clusters Score -105386.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105401.710938 Penalty: 3433.142334
	Iteration 14Q: 3 clusters Score -105401.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105410.710938 Penalty: 3433.142334
	Iteration 15Q: 3 clusters Score -105410.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105416.039062 Penalty: 3433.142334
	Iteration 16Q: 3 clusters Score -105416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105422.335938 Penalty: 3433.142334
	Iteration 17Q: 3 clusters Score -105422.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105428.210938 Penalty: 3433.142334
	Iteration 18Q: 3 clusters Score -105428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105430.640625 Penalty: 3433.142334
	Iteration 19Q: 3 clusters Score -105430.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105433.601562 Penalty: 3433.142334
	Iteration 20F: 3 clusters Score -105433.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -223814.750000 Penalty: 1892.594971
	Iteration 0F: 2 clusters Score -223814.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -221163.546875 Penalty: 3785.189941
	Iteration 0F: 3 clusters Score -221163.5 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -221623.984375 Penalty: 3785.189941
	Iteration 1F: 3 clusters Score -221624 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -221751.890625 Penalty: 3785.189941
	Iteration 2F: 3 clusters Score -221751.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -221805.140625 Penalty: 3785.189941
	Iteration 3Q: 3 clusters Score -221805.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -221832.406250 Penalty: 3785.189941
	Iteration 4Q: 3 clusters Score -221832.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -221852.781250 Penalty: 3785.189941
	Iteration 5Q: 3 clusters Score -221852.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -221864.140625 Penalty: 3785.189941
	Iteration 6Q: 3 clusters Score -221864.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -221872.218750 Penalty: 3785.189941
	Iteration 7Q: 3 clusters Score -221872.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -221878.500000 Penalty: 3785.189941
	Iteration 8Q: 3 clusters Score -221878.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -221884.250000 Penalty: 3785.189941
	Iteration 9Q: 3 clusters Score -221884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -221888.531250 Penalty: 3785.189941
	Iteration 10Q: 3 clusters Score -221888.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -221891.234375 Penalty: 3785.189941
	Iteration 11Q: 3 clusters Score -221891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -221893.015625 Penalty: 3785.189941
	Iteration 12Q: 3 clusters Score -221893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -221896.593750 Penalty: 3785.189941
	Iteration 13Q: 3 clusters Score -221896.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -221901.140625 Penalty: 3785.189941
	Iteration 14Q: 3 clusters Score -221901.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -221905.343750 Penalty: 3785.189941
	Iteration 15Q: 3 clusters Score -221905.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -221907.265625 Penalty: 3785.189941
	Iteration 16Q: 3 clusters Score -221907.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -221908.484375 Penalty: 3785.189941
	Iteration 17Q: 3 clusters Score -221908.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -221910.796875 Penalty: 3785.189941
	Iteration 18Q: 3 clusters Score -221910.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -221917.062500 Penalty: 3785.189941
	Iteration 19Q: 3 clusters Score -221917.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -221919.531250 Penalty: 3785.189941
	Iteration 20F: 3 clusters Score -221919.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -221923.578125 Penalty: 3785.189941
	Iteration 21Q: 3 clusters Score -221923.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -221928.328125 Penalty: 3785.189941
	Iteration 22Q: 3 clusters Score -221928.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -221931.218750 Penalty: 3785.189941
	Iteration 23Q: 3 clusters Score -221931.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -221933.921875 Penalty: 3785.189941
	Iteration 24Q: 3 clusters Score -221933.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -221937.421875 Penalty: 3785.189941
	Iteration 25Q: 3 clusters Score -221937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -221938.781250 Penalty: 3785.189941
	Iteration 26Q: 3 clusters Score -221938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -221939.265625 Penalty: 3785.189941
	Iteration 27Q: 3 clusters Score -221939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -221939.265625 Penalty: 3785.189941
	Iteration 28F: 3 clusters Score -221939.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Entering Unmasked Estep 
Score: -1708070.125000 Penalty: 2385.890869
	Iteration 0F: 2 clusters Score -1708070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1697165.875000 Penalty: 4771.781738
	Iteration 0F: 3 clusters Score -1697166 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1700636.250000 Penalty: 4771.781738
	Iteration 1F: 3 clusters Score -1700636 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1701013.375000 Penalty: 4771.781738
	Iteration 2F: 3 clusters Score -1701013 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1701263.875000 Penalty: 4771.781738
	Iteration 3Q: 3 clusters Score -1701264 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1701466.625000 Penalty: 4771.781738
	Iteration 4Q: 3 clusters Score -1701467 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1701649.750000 Penalty: 4771.781738
	Iteration 5Q: 3 clusters Score -1701650 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1701884.375000 Penalty: 4771.781738
	Iteration 6Q: 3 clusters Score -1701884 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1702139.500000 Penalty: 4771.781738
	Iteration 7Q: 3 clusters Score -1702140 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1702451.125000 Penalty: 4771.781738
	Iteration 8Q: 3 clusters Score -1702451 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1702808.250000 Penalty: 4771.781738
	Iteration 9Q: 3 clusters Score -1702808 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1703246.375000 Penalty: 4771.781738
	Iteration 10Q: 3 clusters Score -1703246 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1703778.000000 Penalty: 4771.781738
	Iteration 11Q: 3 clusters Score -1703778 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1704238.250000 Penalty: 4771.781738
	Iteration 12Q: 3 clusters Score -1704238 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1704537.375000 Penalty: 4771.781738
	Iteration 13Q: 3 clusters Score -1704537 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1704725.625000 Penalty: 4771.781738
	Iteration 14Q: 3 clusters Score -1704726 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1704843.625000 Penalty: 4771.781738
	Iteration 15Q: 3 clusters Score -1704844 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1704917.625000 Penalty: 4771.781738
	Iteration 16Q: 3 clusters Score -1704918 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1704971.000000 Penalty: 4771.781738
	Iteration 17Q: 3 clusters Score -1704971 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1705014.750000 Penalty: 4771.781738
	Iteration 18Q: 3 clusters Score -1705015 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1705061.000000 Penalty: 4771.781738
	Iteration 19Q: 3 clusters Score -1705061 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1705112.375000 Penalty: 4771.781738
	Iteration 20F: 3 clusters Score -1705112 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1705161.875000 Penalty: 4771.781738
	Iteration 21Q: 3 clusters Score -1705162 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1705208.250000 Penalty: 4771.781738
	Iteration 22Q: 3 clusters Score -1705208 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1705248.375000 Penalty: 4771.781738
	Iteration 23Q: 3 clusters Score -1705248 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1705289.625000 Penalty: 4771.781738
	Iteration 24Q: 3 clusters Score -1705290 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1705328.875000 Penalty: 4771.781738
	Iteration 25Q: 3 clusters Score -1705329 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1705364.625000 Penalty: 4771.781738
	Iteration 26Q: 3 clusters Score -1705365 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1705404.125000 Penalty: 4771.781738
	Iteration 27Q: 3 clusters Score -1705404 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1705435.875000 Penalty: 4771.781738
	Iteration 28Q: 3 clusters Score -1705436 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1705471.625000 Penalty: 4771.781738
	Iteration 29Q: 3 clusters Score -1705472 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1705506.250000 Penalty: 4771.781738
	Iteration 30Q: 3 clusters Score -1705506 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1705552.125000 Penalty: 4771.781738
	Iteration 31Q: 3 clusters Score -1705552 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1705593.000000 Penalty: 4771.781738
	Iteration 32Q: 3 clusters Score -1705593 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1705630.875000 Penalty: 4771.781738
	Iteration 33Q: 3 clusters Score -1705631 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1705669.375000 Penalty: 4771.781738
	Iteration 34Q: 3 clusters Score -1705669 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1705707.750000 Penalty: 4771.781738
	Iteration 35Q: 3 clusters Score -1705708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1705739.750000 Penalty: 4771.781738
	Iteration 36Q: 3 clusters Score -1705740 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1705770.500000 Penalty: 4771.781738
	Iteration 37Q: 3 clusters Score -1705770 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1705788.500000 Penalty: 4771.781738
	Iteration 38Q: 3 clusters Score -1705788 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1705810.625000 Penalty: 4771.781738
	Iteration 39Q: 3 clusters Score -1705811 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1705844.625000 Penalty: 4771.781738
	Iteration 40F: 3 clusters Score -1705845 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1705870.250000 Penalty: 4771.781738
	Iteration 41Q: 3 clusters Score -1705870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1705897.500000 Penalty: 4771.781738
	Iteration 42Q: 3 clusters Score -1705898 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1705926.750000 Penalty: 4771.781738
	Iteration 43Q: 3 clusters Score -1705927 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1705942.625000 Penalty: 4771.781738
	Iteration 44Q: 3 clusters Score -1705943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1705972.625000 Penalty: 4771.781738
	Iteration 45Q: 3 clusters Score -1705973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1705991.875000 Penalty: 4771.781738
	Iteration 46Q: 3 clusters Score -1705992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1706007.500000 Penalty: 4771.781738
	Iteration 47Q: 3 clusters Score -1706008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1706016.250000 Penalty: 4771.781738
	Iteration 48Q: 3 clusters Score -1706016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1706024.875000 Penalty: 4771.781738
	Iteration 49Q: 3 clusters Score -1706025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1706030.750000 Penalty: 4771.781738
	Iteration 50Q: 3 clusters Score -1706031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1706036.375000 Penalty: 4771.781738
	Iteration 51Q: 3 clusters Score -1706036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1706039.875000 Penalty: 4771.781738
	Iteration 52Q: 3 clusters Score -1706040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1706045.500000 Penalty: 4771.781738
	Iteration 53Q: 3 clusters Score -1706046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1706050.250000 Penalty: 4771.781738
	Iteration 54Q: 3 clusters Score -1706050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1706058.000000 Penalty: 4771.781738
	Iteration 55Q: 3 clusters Score -1706058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1706065.875000 Penalty: 4771.781738
	Iteration 56Q: 3 clusters Score -1706066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1706069.000000 Penalty: 4771.781738
	Iteration 57Q: 3 clusters Score -1706069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1706069.625000 Penalty: 4771.781738
	Iteration 58Q: 3 clusters Score -1706070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1706069.375000 Penalty: 4771.781738
	Iteration 59Q: 3 clusters Score -1706069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1706068.875000 Penalty: 4771.781738
	Iteration 60F: 3 clusters Score -1706069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1706066.000000 Penalty: 4771.781738
	Iteration 61Q: 3 clusters Score -1706066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1706069.625000 Penalty: 4771.781738
	Iteration 62Q: 3 clusters Score -1706070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1706070.375000 Penalty: 4771.781738
	Iteration 63Q: 3 clusters Score -1706070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1706070.375000 Penalty: 4771.781738
	Iteration 64F: 3 clusters Score -1706070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -69352.289062 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -69352.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67646.445312 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -67646.45 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67967.515625 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -67967.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -68099.406250 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -68099.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68186.101562 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -68186.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -68276.164062 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -68276.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -68373.976562 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -68373.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68461.328125 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -68461.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68574.593750 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -68574.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68766.515625 Penalty: 3272.860352
	Iteration 8F: 3 clusters Score -68766.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69007.382812 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -69007.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69153.031250 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -69153.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69186.953125 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -69186.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69188.320312 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -69188.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69190.375000 Penalty: 3272.860352
	Iteration 13Q: 3 clusters Score -69190.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69190.375000 Penalty: 3272.860352
	Iteration 14F: 3 clusters Score -69190.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Entering Unmasked Estep 
Score: -2973270.250000 Penalty: 2542.704590
	Iteration 0F: 2 clusters Score -2973270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2953477.500000 Penalty: 5085.409180
	Iteration 0F: 3 clusters Score -2953478 nChanged 12868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2960778.000000 Penalty: 5085.409180
	Iteration 1F: 3 clusters Score -2960778 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2961231.000000 Penalty: 5085.409180
	Iteration 2Q: 3 clusters Score -2961231 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2961581.000000 Penalty: 5085.409180
	Iteration 3Q: 3 clusters Score -2961581 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2961940.000000 Penalty: 5085.409180
	Iteration 4Q: 3 clusters Score -2961940 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2962293.250000 Penalty: 5085.409180
	Iteration 5Q: 3 clusters Score -2962293 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2962651.000000 Penalty: 5085.409180
	Iteration 6Q: 3 clusters Score -2962651 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2963111.250000 Penalty: 5085.409180
	Iteration 7Q: 3 clusters Score -2963111 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -2963674.750000 Penalty: 5085.409180
	Iteration 8Q: 3 clusters Score -2963675 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2964421.250000 Penalty: 5085.409180
	Iteration 9Q: 3 clusters Score -2964421 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2965386.000000 Penalty: 5085.409180
	Iteration 10F: 3 clusters Score -2965386 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2966497.000000 Penalty: 5085.409180
	Iteration 11F: 3 clusters Score -2966497 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -2967614.500000 Penalty: 5085.409180
	Iteration 12F: 3 clusters Score -2967614 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -2968574.500000 Penalty: 5085.409180
	Iteration 13Q: 3 clusters Score -2968574 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -2969375.750000 Penalty: 5085.409180
	Iteration 14Q: 3 clusters Score -2969376 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -2969923.000000 Penalty: 5085.409180
	Iteration 15Q: 3 clusters Score -2969923 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -2970275.500000 Penalty: 5085.409180
	Iteration 16Q: 3 clusters Score -2970276 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -2970509.500000 Penalty: 5085.409180
	Iteration 17Q: 3 clusters Score -2970510 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -2970665.250000 Penalty: 5085.409180
	Iteration 18Q: 3 clusters Score -2970665 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -2970785.500000 Penalty: 5085.409180
	Iteration 19Q: 3 clusters Score -2970786 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -2970849.250000 Penalty: 5085.409180
	Iteration 20F: 3 clusters Score -2970849 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -2970902.500000 Penalty: 5085.409180
	Iteration 21Q: 3 clusters Score -2970902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -2970945.250000 Penalty: 5085.409180
	Iteration 22Q: 3 clusters Score -2970945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -2970971.500000 Penalty: 5085.409180
	Iteration 23Q: 3 clusters Score -2970972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -2970991.250000 Penalty: 5085.409180
	Iteration 24Q: 3 clusters Score -2970991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -2971004.250000 Penalty: 5085.409180
	Iteration 25Q: 3 clusters Score -2971004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -2971011.500000 Penalty: 5085.409180
	Iteration 26Q: 3 clusters Score -2971012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -2971021.750000 Penalty: 5085.409180
	Iteration 27Q: 3 clusters Score -2971022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -2971026.000000 Penalty: 5085.409180
	Iteration 28Q: 3 clusters Score -2971026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -2971026.000000 Penalty: 5085.409180
	Iteration 29Q: 3 clusters Score -2971026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -2971033.500000 Penalty: 5085.409180
	Iteration 30Q: 3 clusters Score -2971034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -2971030.500000 Penalty: 5085.409180
	Iteration 31Q: 3 clusters Score -2971030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -2971029.750000 Penalty: 5085.409180
	Iteration 32Q: 3 clusters Score -2971030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -2971029.750000 Penalty: 5085.409180
	Iteration 33F: 3 clusters Score -2971030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (91560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Entering Unmasked Estep 
Score: -10360638.000000 Penalty: 2833.337891
	Iteration 0F: 2 clusters Score -1.036064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -10299451.000000 Penalty: 5666.675781
	Iteration 0F: 3 clusters Score -1.029945e+07 nChanged 43061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -10324177.000000 Penalty: 5666.675781
	Iteration 1F: 3 clusters Score -1.032418e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -10325473.000000 Penalty: 5666.675781
	Iteration 2Q: 3 clusters Score -1.032547e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -10327410.000000 Penalty: 5666.675781
	Iteration 3Q: 3 clusters Score -1.032741e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58970 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -10330631.000000 Penalty: 5666.675781
	Iteration 4F: 3 clusters Score -1.033063e+07 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -10335998.000000 Penalty: 5666.675781
	Iteration 5F: 3 clusters Score -1.0336e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72362 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -10342952.000000 Penalty: 5666.675781
	Iteration 6F: 3 clusters Score -1.034295e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78697 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -10349408.000000 Penalty: 5666.675781
	Iteration 7F: 3 clusters Score -1.034941e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82896 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -10353902.000000 Penalty: 5666.675781
	Iteration 8Q: 3 clusters Score -1.03539e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85010 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -10356219.000000 Penalty: 5666.675781
	Iteration 9Q: 3 clusters Score -1.035622e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86047 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -10357258.000000 Penalty: 5666.675781
	Iteration 10Q: 3 clusters Score -1.035726e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -10357837.000000 Penalty: 5666.675781
	Iteration 11Q: 3 clusters Score -1.035784e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87142 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -10358197.000000 Penalty: 5666.675781
	Iteration 12Q: 3 clusters Score -1.03582e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -10358419.000000 Penalty: 5666.675781
	Iteration 13Q: 3 clusters Score -1.035842e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87767 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -10358509.000000 Penalty: 5666.675781
	Iteration 14Q: 3 clusters Score -1.035851e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87984 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -10358577.000000 Penalty: 5666.675781
	Iteration 15Q: 3 clusters Score -1.035858e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -10358652.000000 Penalty: 5666.675781
	Iteration 16Q: 3 clusters Score -1.035865e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -10358728.000000 Penalty: 5666.675781
	Iteration 17Q: 3 clusters Score -1.035873e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -10358727.000000 Penalty: 5666.675781
	Iteration 18Q: 3 clusters Score -1.035873e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88539 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -10358752.000000 Penalty: 5666.675781
	Iteration 19Q: 3 clusters Score -1.035875e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88651 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -10358783.000000 Penalty: 5666.675781
	Iteration 20F: 3 clusters Score -1.035878e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88737 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -10358831.000000 Penalty: 5666.675781
	Iteration 21Q: 3 clusters Score -1.035883e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88813 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -10358844.000000 Penalty: 5666.675781
	Iteration 22Q: 3 clusters Score -1.035884e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88890 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -10358882.000000 Penalty: 5666.675781
	Iteration 23Q: 3 clusters Score -1.035888e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88965 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -10358901.000000 Penalty: 5666.675781
	Iteration 24Q: 3 clusters Score -1.03589e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89014 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -10358923.000000 Penalty: 5666.675781
	Iteration 25Q: 3 clusters Score -1.035892e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -10358921.000000 Penalty: 5666.675781
	Iteration 26Q: 3 clusters Score -1.035892e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89091 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -10358913.000000 Penalty: 5666.675781
	Iteration 27Q: 3 clusters Score -1.035891e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89122 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -10358922.000000 Penalty: 5666.675781
	Iteration 28Q: 3 clusters Score -1.035892e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89143 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -10358923.000000 Penalty: 5666.675781
	Iteration 29Q: 3 clusters Score -1.035892e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89163 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -10358928.000000 Penalty: 5666.675781
	Iteration 30Q: 3 clusters Score -1.035893e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89183 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -10358928.000000 Penalty: 5666.675781
	Iteration 31Q: 3 clusters Score -1.035893e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89203 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -10358930.000000 Penalty: 5666.675781
	Iteration 32Q: 3 clusters Score -1.035893e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89213 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -10358940.000000 Penalty: 5666.675781
	Iteration 33Q: 3 clusters Score -1.035894e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89227 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -10358948.000000 Penalty: 5666.675781
	Iteration 34Q: 3 clusters Score -1.035895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -10358957.000000 Penalty: 5666.675781
	Iteration 35Q: 3 clusters Score -1.035896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89242 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -10358943.000000 Penalty: 5666.675781
	Iteration 36Q: 3 clusters Score -1.035894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89250 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -10358955.000000 Penalty: 5666.675781
	Iteration 37Q: 3 clusters Score -1.035896e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89260 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -10358948.000000 Penalty: 5666.675781
	Iteration 38Q: 3 clusters Score -1.035895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89265 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -10358950.000000 Penalty: 5666.675781
	Iteration 39Q: 3 clusters Score -1.035895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -10358951.000000 Penalty: 5666.675781
	Iteration 40F: 3 clusters Score -1.035895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -10358960.000000 Penalty: 5666.675781
	Iteration 41Q: 3 clusters Score -1.035896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -10358963.000000 Penalty: 5666.675781
	Iteration 42Q: 3 clusters Score -1.035896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -10358963.000000 Penalty: 5666.675781
	Iteration 43Q: 3 clusters Score -1.035896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89282 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -10358970.000000 Penalty: 5666.675781
	Iteration 44Q: 3 clusters Score -1.035897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89286 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -10358967.000000 Penalty: 5666.675781
	Iteration 45Q: 3 clusters Score -1.035897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89290 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -10358967.000000 Penalty: 5666.675781
	Iteration 46Q: 3 clusters Score -1.035897e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89296 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -10358965.000000 Penalty: 5666.675781
	Iteration 47Q: 3 clusters Score -1.035896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -10358972.000000 Penalty: 5666.675781
	Iteration 48Q: 3 clusters Score -1.035897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89306 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -10358969.000000 Penalty: 5666.675781
	Iteration 49Q: 3 clusters Score -1.035897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89312 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -10358960.000000 Penalty: 5666.675781
	Iteration 50Q: 3 clusters Score -1.035896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89317 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -10358967.000000 Penalty: 5666.675781
	Iteration 51Q: 3 clusters Score -1.035897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89322 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -10358965.000000 Penalty: 5666.675781
	Iteration 52Q: 3 clusters Score -1.035896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -10358964.000000 Penalty: 5666.675781
	Iteration 53Q: 3 clusters Score -1.035896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89334 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -10358963.000000 Penalty: 5666.675781
	Iteration 54Q: 3 clusters Score -1.035896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89339 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -10358960.000000 Penalty: 5666.675781
	Iteration 55Q: 3 clusters Score -1.035896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -10358964.000000 Penalty: 5666.675781
	Iteration 56Q: 3 clusters Score -1.035896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89350 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -10358966.000000 Penalty: 5666.675781
	Iteration 57Q: 3 clusters Score -1.035897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -10358957.000000 Penalty: 5666.675781
	Iteration 58Q: 3 clusters Score -1.035896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89358 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -10358964.000000 Penalty: 5666.675781
	Iteration 59Q: 3 clusters Score -1.035896e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89361 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -10358968.000000 Penalty: 5666.675781
	Iteration 60F: 3 clusters Score -1.035897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89363 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -10358971.000000 Penalty: 5666.675781
	Iteration 61Q: 3 clusters Score -1.035897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89365 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -10358973.000000 Penalty: 5666.675781
	Iteration 62Q: 3 clusters Score -1.035897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -10358969.000000 Penalty: 5666.675781
	Iteration 63Q: 3 clusters Score -1.035897e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -10358973.000000 Penalty: 5666.675781
	Iteration 64Q: 3 clusters Score -1.035897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89376 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -10358977.000000 Penalty: 5666.675781
	Iteration 65Q: 3 clusters Score -1.035898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89382 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -10358967.000000 Penalty: 5666.675781
	Iteration 66Q: 3 clusters Score -1.035897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89385 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -10358964.000000 Penalty: 5666.675781
	Iteration 67Q: 3 clusters Score -1.035896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89387 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -10358963.000000 Penalty: 5666.675781
	Iteration 68Q: 3 clusters Score -1.035896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89388 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -10358973.000000 Penalty: 5666.675781
	Iteration 69Q: 3 clusters Score -1.035897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89389 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -10358967.000000 Penalty: 5666.675781
	Iteration 70Q: 3 clusters Score -1.035897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89390 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -10358971.000000 Penalty: 5666.675781
	Iteration 71Q: 3 clusters Score -1.035897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89393 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -10358979.000000 Penalty: 5666.675781
	Iteration 72Q: 3 clusters Score -1.035898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -10358980.000000 Penalty: 5666.675781
	Iteration 73Q: 3 clusters Score -1.035898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89398 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -10358983.000000 Penalty: 5666.675781
	Iteration 74Q: 3 clusters Score -1.035898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89399 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -10358986.000000 Penalty: 5666.675781
	Iteration 75Q: 3 clusters Score -1.035899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89402 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -10358984.000000 Penalty: 5666.675781
	Iteration 76Q: 3 clusters Score -1.035898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89404 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -10358980.000000 Penalty: 5666.675781
	Iteration 77Q: 3 clusters Score -1.035898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -10358978.000000 Penalty: 5666.675781
	Iteration 78Q: 3 clusters Score -1.035898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -10358978.000000 Penalty: 5666.675781
	Iteration 79F: 3 clusters Score -1.035898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Entering Unmasked Estep 
Score: -2873188.250000 Penalty: 2516.762695
	Iteration 0F: 2 clusters Score -2873188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2855425.500000 Penalty: 5033.525391
	Iteration 0F: 3 clusters Score -2855426 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2861839.000000 Penalty: 5033.525391
	Iteration 1F: 3 clusters Score -2861839 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2862339.250000 Penalty: 5033.525391
	Iteration 2F: 3 clusters Score -2862339 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2862922.250000 Penalty: 5033.525391
	Iteration 3Q: 3 clusters Score -2862922 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2863706.000000 Penalty: 5033.525391
	Iteration 4F: 3 clusters Score -2863706 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -2864763.750000 Penalty: 5033.525391
	Iteration 5F: 3 clusters Score -2864764 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2866172.500000 Penalty: 5033.525391
	Iteration 6F: 3 clusters Score -2866172 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -2867678.750000 Penalty: 5033.525391
	Iteration 7F: 3 clusters Score -2867679 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2868969.750000 Penalty: 5033.525391
	Iteration 8F: 3 clusters Score -2868970 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2869961.500000 Penalty: 5033.525391
	Iteration 9Q: 3 clusters Score -2869962 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2870554.750000 Penalty: 5033.525391
	Iteration 10Q: 3 clusters Score -2870555 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2870820.500000 Penalty: 5033.525391
	Iteration 11Q: 3 clusters Score -2870820 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2870991.000000 Penalty: 5033.525391
	Iteration 12Q: 3 clusters Score -2870991 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2871100.000000 Penalty: 5033.525391
	Iteration 13Q: 3 clusters Score -2871100 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2871188.500000 Penalty: 5033.525391
	Iteration 14Q: 3 clusters Score -2871188 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2871247.000000 Penalty: 5033.525391
	Iteration 15Q: 3 clusters Score -2871247 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2871294.500000 Penalty: 5033.525391
	Iteration 16Q: 3 clusters Score -2871294 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2871332.250000 Penalty: 5033.525391
	Iteration 17Q: 3 clusters Score -2871332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2871348.500000 Penalty: 5033.525391
	Iteration 18Q: 3 clusters Score -2871348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2871355.000000 Penalty: 5033.525391
	Iteration 19Q: 3 clusters Score -2871355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2871362.250000 Penalty: 5033.525391
	Iteration 20F: 3 clusters Score -2871362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2871374.750000 Penalty: 5033.525391
	Iteration 21Q: 3 clusters Score -2871375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2871374.250000 Penalty: 5033.525391
	Iteration 22Q: 3 clusters Score -2871374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2871378.250000 Penalty: 5033.525391
	Iteration 23Q: 3 clusters Score -2871378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2871382.750000 Penalty: 5033.525391
	Iteration 24Q: 3 clusters Score -2871383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2871378.250000 Penalty: 5033.525391
	Iteration 25Q: 3 clusters Score -2871378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2871380.000000 Penalty: 5033.525391
	Iteration 26Q: 3 clusters Score -2871380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2871383.000000 Penalty: 5033.525391
	Iteration 27Q: 3 clusters Score -2871383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2871388.000000 Penalty: 5033.525391
	Iteration 28Q: 3 clusters Score -2871388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2871387.500000 Penalty: 5033.525391
	Iteration 29Q: 3 clusters Score -2871388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2871389.500000 Penalty: 5033.525391
	Iteration 30Q: 3 clusters Score -2871390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2871396.750000 Penalty: 5033.525391
	Iteration 31Q: 3 clusters Score -2871397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2871396.500000 Penalty: 5033.525391
	Iteration 32Q: 3 clusters Score -2871396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2871396.750000 Penalty: 5033.525391
	Iteration 33Q: 3 clusters Score -2871397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2871398.500000 Penalty: 5033.525391
	Iteration 34Q: 3 clusters Score -2871398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2871396.000000 Penalty: 5033.525391
	Iteration 35Q: 3 clusters Score -2871396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2871400.500000 Penalty: 5033.525391
	Iteration 36Q: 3 clusters Score -2871400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2871400.500000 Penalty: 5033.525391
	Iteration 37F: 3 clusters Score -2871400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Entering Unmasked Estep 
Score: -860207.937500 Penalty: 2223.371338
	Iteration 0F: 2 clusters Score -860207.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -853953.375000 Penalty: 4446.742676
	Iteration 0F: 3 clusters Score -853953.4 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -855614.750000 Penalty: 4446.742676
	Iteration 1F: 3 clusters Score -855614.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -855861.687500 Penalty: 4446.742676
	Iteration 2F: 3 clusters Score -855861.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -856041.125000 Penalty: 4446.742676
	Iteration 3Q: 3 clusters Score -856041.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -856173.687500 Penalty: 4446.742676
	Iteration 4Q: 3 clusters Score -856173.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -856279.250000 Penalty: 4446.742676
	Iteration 5Q: 3 clusters Score -856279.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -856389.437500 Penalty: 4446.742676
	Iteration 6Q: 3 clusters Score -856389.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -856509.437500 Penalty: 4446.742676
	Iteration 7Q: 3 clusters Score -856509.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -856643.125000 Penalty: 4446.742676
	Iteration 8Q: 3 clusters Score -856643.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -856809.062500 Penalty: 4446.742676
	Iteration 9Q: 3 clusters Score -856809.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -856986.750000 Penalty: 4446.742676
	Iteration 10Q: 3 clusters Score -856986.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -857190.937500 Penalty: 4446.742676
	Iteration 11Q: 3 clusters Score -857190.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -857399.437500 Penalty: 4446.742676
	Iteration 12Q: 3 clusters Score -857399.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -857571.375000 Penalty: 4446.742676
	Iteration 13Q: 3 clusters Score -857571.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -857729.875000 Penalty: 4446.742676
	Iteration 14Q: 3 clusters Score -857729.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -857881.062500 Penalty: 4446.742676
	Iteration 15Q: 3 clusters Score -857881.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -858005.750000 Penalty: 4446.742676
	Iteration 16Q: 3 clusters Score -858005.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -858134.125000 Penalty: 4446.742676
	Iteration 17Q: 3 clusters Score -858134.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -858227.625000 Penalty: 4446.742676
	Iteration 18Q: 3 clusters Score -858227.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -858300.187500 Penalty: 4446.742676
	Iteration 19Q: 3 clusters Score -858300.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -858341.937500 Penalty: 4446.742676
	Iteration 20F: 3 clusters Score -858341.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -858382.375000 Penalty: 4446.742676
	Iteration 21Q: 3 clusters Score -858382.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -858410.750000 Penalty: 4446.742676
	Iteration 22Q: 3 clusters Score -858410.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -858422.625000 Penalty: 4446.742676
	Iteration 23Q: 3 clusters Score -858422.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -858433.875000 Penalty: 4446.742676
	Iteration 24Q: 3 clusters Score -858433.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -858444.750000 Penalty: 4446.742676
	Iteration 25Q: 3 clusters Score -858444.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -858447.562500 Penalty: 4446.742676
	Iteration 26Q: 3 clusters Score -858447.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -858453.062500 Penalty: 4446.742676
	Iteration 27Q: 3 clusters Score -858453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -858454.312500 Penalty: 4446.742676
	Iteration 28Q: 3 clusters Score -858454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -858457.187500 Penalty: 4446.742676
	Iteration 29Q: 3 clusters Score -858457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -858459.437500 Penalty: 4446.742676
	Iteration 30Q: 3 clusters Score -858459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -858459.437500 Penalty: 4446.742676
	Iteration 31Q: 3 clusters Score -858459.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -858461.250000 Penalty: 4446.742676
	Iteration 32Q: 3 clusters Score -858461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -858466.000000 Penalty: 4446.742676
	Iteration 33Q: 3 clusters Score -858466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -858470.687500 Penalty: 4446.742676
	Iteration 34Q: 3 clusters Score -858470.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -858470.937500 Penalty: 4446.742676
	Iteration 35Q: 3 clusters Score -858470.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -858472.437500 Penalty: 4446.742676
	Iteration 36Q: 3 clusters Score -858472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -858475.125000 Penalty: 4446.742676
	Iteration 37Q: 3 clusters Score -858475.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -858478.687500 Penalty: 4446.742676
	Iteration 38Q: 3 clusters Score -858478.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -858479.687500 Penalty: 4446.742676
	Iteration 39Q: 3 clusters Score -858479.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -858479.437500 Penalty: 4446.742676
	Iteration 40F: 3 clusters Score -858479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -858479.250000 Penalty: 4446.742676
	Iteration 41Q: 3 clusters Score -858479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -858481.375000 Penalty: 4446.742676
	Iteration 42Q: 3 clusters Score -858481.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -858482.250000 Penalty: 4446.742676
	Iteration 43Q: 3 clusters Score -858482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -858482.250000 Penalty: 4446.742676
	Iteration 44F: 3 clusters Score -858482.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -84844.039062 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -84844.04 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 450 members 
Entering Unmasked Estep 
Score: -83080.203125 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -83080.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -83551.578125 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -83551.58 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -83820.250000 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -83820.25 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -84078.890625 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -84078.89 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -84293.898438 Penalty: 3369.002930
	Iteration 4F: 3 clusters Score -84293.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -84396.101562 Penalty: 3369.002930
	Iteration 5Q: 3 clusters Score -84396.1 nChanged 24
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: -84448.203125 Penalty: 3369.002930
	Iteration 6Q: 3 clusters Score -84448.2 nChanged 18
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: -84481.679688 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -84481.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -84492.742188 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -84492.74 nChanged 7
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: -84517.898438 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -84517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -84521.664062 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -84521.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -84524.718750 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -84524.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -84525.679688 Penalty: 3369.002930
	Iteration 12F: 3 clusters Score -84525.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -84535.234375 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -84535.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -84536.953125 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -84536.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -84537.695312 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -84537.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -84537.695312 Penalty: 3369.002930
	Iteration 16F: 3 clusters Score -84537.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -283942.531250 Penalty: 1947.693970
	Iteration 0F: 2 clusters Score -283942.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -280920.656250 Penalty: 3895.387939
	Iteration 0F: 3 clusters Score -280920.7 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -281495.093750 Penalty: 3895.387939
	Iteration 1F: 3 clusters Score -281495.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -281645.656250 Penalty: 3895.387939
	Iteration 2F: 3 clusters Score -281645.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -281726.375000 Penalty: 3895.387939
	Iteration 3Q: 3 clusters Score -281726.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -281776.000000 Penalty: 3895.387939
	Iteration 4Q: 3 clusters Score -281776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -281813.812500 Penalty: 3895.387939
	Iteration 5Q: 3 clusters Score -281813.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -281850.093750 Penalty: 3895.387939
	Iteration 6Q: 3 clusters Score -281850.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -281873.468750 Penalty: 3895.387939
	Iteration 7Q: 3 clusters Score -281873.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -281897.625000 Penalty: 3895.387939
	Iteration 8Q: 3 clusters Score -281897.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -281910.343750 Penalty: 3895.387939
	Iteration 9Q: 3 clusters Score -281910.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -281923.156250 Penalty: 3895.387939
	Iteration 10Q: 3 clusters Score -281923.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -281931.718750 Penalty: 3895.387939
	Iteration 11Q: 3 clusters Score -281931.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -281946.031250 Penalty: 3895.387939
	Iteration 12Q: 3 clusters Score -281946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -281957.343750 Penalty: 3895.387939
	Iteration 13Q: 3 clusters Score -281957.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -281971.406250 Penalty: 3895.387939
	Iteration 14Q: 3 clusters Score -281971.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -281989.031250 Penalty: 3895.387939
	Iteration 15Q: 3 clusters Score -281989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -282009.531250 Penalty: 3895.387939
	Iteration 16Q: 3 clusters Score -282009.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -282035.625000 Penalty: 3895.387939
	Iteration 17Q: 3 clusters Score -282035.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -282056.812500 Penalty: 3895.387939
	Iteration 18Q: 3 clusters Score -282056.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -282071.062500 Penalty: 3895.387939
	Iteration 19Q: 3 clusters Score -282071.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -282090.593750 Penalty: 3895.387939
	Iteration 20F: 3 clusters Score -282090.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -282109.468750 Penalty: 3895.387939
	Iteration 21Q: 3 clusters Score -282109.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -282120.843750 Penalty: 3895.387939
	Iteration 22Q: 3 clusters Score -282120.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -282133.875000 Penalty: 3895.387939
	Iteration 23Q: 3 clusters Score -282133.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -282144.187500 Penalty: 3895.387939
	Iteration 24Q: 3 clusters Score -282144.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -282156.156250 Penalty: 3895.387939
	Iteration 25Q: 3 clusters Score -282156.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -282168.468750 Penalty: 3895.387939
	Iteration 26Q: 3 clusters Score -282168.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -282179.437500 Penalty: 3895.387939
	Iteration 27Q: 3 clusters Score -282179.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -282191.156250 Penalty: 3895.387939
	Iteration 28Q: 3 clusters Score -282191.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -282208.656250 Penalty: 3895.387939
	Iteration 29Q: 3 clusters Score -282208.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -282228.281250 Penalty: 3895.387939
	Iteration 30Q: 3 clusters Score -282228.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -282245.062500 Penalty: 3895.387939
	Iteration 31Q: 3 clusters Score -282245.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -282264.812500 Penalty: 3895.387939
	Iteration 32Q: 3 clusters Score -282264.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -282279.593750 Penalty: 3895.387939
	Iteration 33Q: 3 clusters Score -282279.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -282291.250000 Penalty: 3895.387939
	Iteration 34Q: 3 clusters Score -282291.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -282300.062500 Penalty: 3895.387939
	Iteration 35Q: 3 clusters Score -282300.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -282308.468750 Penalty: 3895.387939
	Iteration 36Q: 3 clusters Score -282308.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -282320.625000 Penalty: 3895.387939
	Iteration 37Q: 3 clusters Score -282320.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -282332.406250 Penalty: 3895.387939
	Iteration 38Q: 3 clusters Score -282332.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -282338.375000 Penalty: 3895.387939
	Iteration 39Q: 3 clusters Score -282338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -282343.218750 Penalty: 3895.387939
	Iteration 40F: 3 clusters Score -282343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -282347.156250 Penalty: 3895.387939
	Iteration 41Q: 3 clusters Score -282347.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -282354.812500 Penalty: 3895.387939
	Iteration 42Q: 3 clusters Score -282354.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -282363.875000 Penalty: 3895.387939
	Iteration 43Q: 3 clusters Score -282363.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -282370.750000 Penalty: 3895.387939
	Iteration 44Q: 3 clusters Score -282370.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -282378.343750 Penalty: 3895.387939
	Iteration 45Q: 3 clusters Score -282378.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -282383.875000 Penalty: 3895.387939
	Iteration 46Q: 3 clusters Score -282383.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -282391.156250 Penalty: 3895.387939
	Iteration 47Q: 3 clusters Score -282391.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -282396.375000 Penalty: 3895.387939
	Iteration 48Q: 3 clusters Score -282396.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -282402.000000 Penalty: 3895.387939
	Iteration 49Q: 3 clusters Score -282402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -282405.812500 Penalty: 3895.387939
	Iteration 50Q: 3 clusters Score -282405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -282410.656250 Penalty: 3895.387939
	Iteration 51Q: 3 clusters Score -282410.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -282418.187500 Penalty: 3895.387939
	Iteration 52Q: 3 clusters Score -282418.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -282422.000000 Penalty: 3895.387939
	Iteration 53Q: 3 clusters Score -282422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -282427.156250 Penalty: 3895.387939
	Iteration 54Q: 3 clusters Score -282427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -282432.750000 Penalty: 3895.387939
	Iteration 55Q: 3 clusters Score -282432.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -282435.250000 Penalty: 3895.387939
	Iteration 56Q: 3 clusters Score -282435.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -282436.687500 Penalty: 3895.387939
	Iteration 57Q: 3 clusters Score -282436.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -282439.875000 Penalty: 3895.387939
	Iteration 58Q: 3 clusters Score -282439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -282442.687500 Penalty: 3895.387939
	Iteration 59Q: 3 clusters Score -282442.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -282443.906250 Penalty: 3895.387939
	Iteration 60F: 3 clusters Score -282443.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -282444.968750 Penalty: 3895.387939
	Iteration 61Q: 3 clusters Score -282445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -282446.343750 Penalty: 3895.387939
	Iteration 62Q: 3 clusters Score -282446.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -282446.781250 Penalty: 3895.387939
	Iteration 63Q: 3 clusters Score -282446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -282447.250000 Penalty: 3895.387939
	Iteration 64Q: 3 clusters Score -282447.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -282447.500000 Penalty: 3895.387939
	Iteration 65Q: 3 clusters Score -282447.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -282447.500000 Penalty: 3895.387939
	Iteration 66F: 3 clusters Score -282447.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Entering Unmasked Estep 
Score: -1009513.562500 Penalty: 2257.345215
	Iteration 0F: 2 clusters Score -1009514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1002440.312500 Penalty: 4514.690430
	Iteration 0F: 3 clusters Score -1002440 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1004500.437500 Penalty: 4514.690430
	Iteration 1F: 3 clusters Score -1004500 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1004891.062500 Penalty: 4514.690430
	Iteration 2F: 3 clusters Score -1004891 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1005202.062500 Penalty: 4514.690430
	Iteration 3F: 3 clusters Score -1005202 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1005509.250000 Penalty: 4514.690430
	Iteration 4F: 3 clusters Score -1005509 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1005834.750000 Penalty: 4514.690430
	Iteration 5F: 3 clusters Score -1005835 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1006204.187500 Penalty: 4514.690430
	Iteration 6F: 3 clusters Score -1006204 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1006618.812500 Penalty: 4514.690430
	Iteration 7F: 3 clusters Score -1006619 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1007033.062500 Penalty: 4514.690430
	Iteration 8Q: 3 clusters Score -1007033 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1007412.312500 Penalty: 4514.690430
	Iteration 9Q: 3 clusters Score -1007412 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1007661.937500 Penalty: 4514.690430
	Iteration 10Q: 3 clusters Score -1007662 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1007861.000000 Penalty: 4514.690430
	Iteration 11Q: 3 clusters Score -1007861 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1007971.250000 Penalty: 4514.690430
	Iteration 12Q: 3 clusters Score -1007971 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1008038.062500 Penalty: 4514.690430
	Iteration 13Q: 3 clusters Score -1008038 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1008085.812500 Penalty: 4514.690430
	Iteration 14Q: 3 clusters Score -1008086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1008116.000000 Penalty: 4514.690430
	Iteration 15Q: 3 clusters Score -1008116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1008128.625000 Penalty: 4514.690430
	Iteration 16Q: 3 clusters Score -1008129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1008138.437500 Penalty: 4514.690430
	Iteration 17Q: 3 clusters Score -1008138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1008141.187500 Penalty: 4514.690430
	Iteration 18Q: 3 clusters Score -1008141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1008143.125000 Penalty: 4514.690430
	Iteration 19Q: 3 clusters Score -1008143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1008146.625000 Penalty: 4514.690430
	Iteration 20F: 3 clusters Score -1008147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1008147.625000 Penalty: 4514.690430
	Iteration 21Q: 3 clusters Score -1008148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1008148.375000 Penalty: 4514.690430
	Iteration 22Q: 3 clusters Score -1008148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1008148.625000 Penalty: 4514.690430
	Iteration 23Q: 3 clusters Score -1008149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1008148.875000 Penalty: 4514.690430
	Iteration 24Q: 3 clusters Score -1008149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1008148.875000 Penalty: 4514.690430
	Iteration 25F: 3 clusters Score -1008149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Entering Unmasked Estep 
Score: -461589.843750 Penalty: 2106.086914
	Iteration 0F: 2 clusters Score -461589.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -457124.875000 Penalty: 4212.173828
	Iteration 0F: 3 clusters Score -457124.9 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -458249.625000 Penalty: 4212.173828
	Iteration 1F: 3 clusters Score -458249.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -458559.093750 Penalty: 4212.173828
	Iteration 2F: 3 clusters Score -458559.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -458795.312500 Penalty: 4212.173828
	Iteration 3F: 3 clusters Score -458795.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -459003.187500 Penalty: 4212.173828
	Iteration 4F: 3 clusters Score -459003.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -459178.156250 Penalty: 4212.173828
	Iteration 5Q: 3 clusters Score -459178.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -459326.656250 Penalty: 4212.173828
	Iteration 6Q: 3 clusters Score -459326.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -459453.062500 Penalty: 4212.173828
	Iteration 7Q: 3 clusters Score -459453.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -459554.593750 Penalty: 4212.173828
	Iteration 8Q: 3 clusters Score -459554.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -459633.781250 Penalty: 4212.173828
	Iteration 9Q: 3 clusters Score -459633.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -459715.843750 Penalty: 4212.173828
	Iteration 10Q: 3 clusters Score -459715.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -459794.593750 Penalty: 4212.173828
	Iteration 11Q: 3 clusters Score -459794.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -459867.375000 Penalty: 4212.173828
	Iteration 12Q: 3 clusters Score -459867.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -459949.062500 Penalty: 4212.173828
	Iteration 13Q: 3 clusters Score -459949.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -460029.281250 Penalty: 4212.173828
	Iteration 14Q: 3 clusters Score -460029.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -460098.843750 Penalty: 4212.173828
	Iteration 15Q: 3 clusters Score -460098.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -460172.437500 Penalty: 4212.173828
	Iteration 16Q: 3 clusters Score -460172.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -460255.343750 Penalty: 4212.173828
	Iteration 17Q: 3 clusters Score -460255.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -460333.968750 Penalty: 4212.173828
	Iteration 18Q: 3 clusters Score -460334 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -460393.406250 Penalty: 4212.173828
	Iteration 19Q: 3 clusters Score -460393.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -460439.218750 Penalty: 4212.173828
	Iteration 20F: 3 clusters Score -460439.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -460486.031250 Penalty: 4212.173828
	Iteration 21Q: 3 clusters Score -460486 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -460515.968750 Penalty: 4212.173828
	Iteration 22Q: 3 clusters Score -460516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -460536.906250 Penalty: 4212.173828
	Iteration 23Q: 3 clusters Score -460536.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -460562.656250 Penalty: 4212.173828
	Iteration 24Q: 3 clusters Score -460562.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -460583.218750 Penalty: 4212.173828
	Iteration 25Q: 3 clusters Score -460583.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -460594.468750 Penalty: 4212.173828
	Iteration 26Q: 3 clusters Score -460594.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -460606.250000 Penalty: 4212.173828
	Iteration 27Q: 3 clusters Score -460606.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -460614.500000 Penalty: 4212.173828
	Iteration 28Q: 3 clusters Score -460614.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -460616.781250 Penalty: 4212.173828
	Iteration 29Q: 3 clusters Score -460616.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -460621.718750 Penalty: 4212.173828
	Iteration 30Q: 3 clusters Score -460621.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -460624.500000 Penalty: 4212.173828
	Iteration 31Q: 3 clusters Score -460624.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -460625.937500 Penalty: 4212.173828
	Iteration 32Q: 3 clusters Score -460625.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -460627.750000 Penalty: 4212.173828
	Iteration 33Q: 3 clusters Score -460627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -460627.843750 Penalty: 4212.173828
	Iteration 34Q: 3 clusters Score -460627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -460630.125000 Penalty: 4212.173828
	Iteration 35Q: 3 clusters Score -460630.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -460630.125000 Penalty: 4212.173828
	Iteration 36F: 3 clusters Score -460630.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Entering Unmasked Estep 
Score: -2480288.750000 Penalty: 2478.538086
	Iteration 0F: 2 clusters Score -2480289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2464941.750000 Penalty: 4957.076172
	Iteration 0F: 3 clusters Score -2464942 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -2470071.750000 Penalty: 4957.076172
	Iteration 1F: 3 clusters Score -2470072 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2470422.500000 Penalty: 4957.076172
	Iteration 2Q: 3 clusters Score -2470422 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2470703.500000 Penalty: 4957.076172
	Iteration 3Q: 3 clusters Score -2470704 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2470951.250000 Penalty: 4957.076172
	Iteration 4Q: 3 clusters Score -2470951 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2471148.750000 Penalty: 4957.076172
	Iteration 5Q: 3 clusters Score -2471149 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2471348.750000 Penalty: 4957.076172
	Iteration 6Q: 3 clusters Score -2471349 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2471529.750000 Penalty: 4957.076172
	Iteration 7Q: 3 clusters Score -2471530 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2471757.750000 Penalty: 4957.076172
	Iteration 8Q: 3 clusters Score -2471758 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2472089.250000 Penalty: 4957.076172
	Iteration 9Q: 3 clusters Score -2472089 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2472524.000000 Penalty: 4957.076172
	Iteration 10Q: 3 clusters Score -2472524 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2473085.500000 Penalty: 4957.076172
	Iteration 11Q: 3 clusters Score -2473086 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2473840.250000 Penalty: 4957.076172
	Iteration 12Q: 3 clusters Score -2473840 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -2474713.500000 Penalty: 4957.076172
	Iteration 13F: 3 clusters Score -2474714 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2475600.000000 Penalty: 4957.076172
	Iteration 14Q: 3 clusters Score -2475600 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2476388.750000 Penalty: 4957.076172
	Iteration 15Q: 3 clusters Score -2476389 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2476945.000000 Penalty: 4957.076172
	Iteration 16Q: 3 clusters Score -2476945 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2477313.250000 Penalty: 4957.076172
	Iteration 17Q: 3 clusters Score -2477313 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2477521.000000 Penalty: 4957.076172
	Iteration 18Q: 3 clusters Score -2477521 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2477664.500000 Penalty: 4957.076172
	Iteration 19Q: 3 clusters Score -2477664 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2477770.750000 Penalty: 4957.076172
	Iteration 20F: 3 clusters Score -2477771 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2477847.500000 Penalty: 4957.076172
	Iteration 21Q: 3 clusters Score -2477848 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2477913.500000 Penalty: 4957.076172
	Iteration 22Q: 3 clusters Score -2477914 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2477962.000000 Penalty: 4957.076172
	Iteration 23Q: 3 clusters Score -2477962 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2478000.500000 Penalty: 4957.076172
	Iteration 24Q: 3 clusters Score -2478000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2478022.000000 Penalty: 4957.076172
	Iteration 25Q: 3 clusters Score -2478022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2478038.000000 Penalty: 4957.076172
	Iteration 26Q: 3 clusters Score -2478038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2478058.500000 Penalty: 4957.076172
	Iteration 27Q: 3 clusters Score -2478058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2478076.250000 Penalty: 4957.076172
	Iteration 28Q: 3 clusters Score -2478076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2478096.750000 Penalty: 4957.076172
	Iteration 29Q: 3 clusters Score -2478097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2478114.500000 Penalty: 4957.076172
	Iteration 30Q: 3 clusters Score -2478114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2478125.750000 Penalty: 4957.076172
	Iteration 31Q: 3 clusters Score -2478126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2478127.500000 Penalty: 4957.076172
	Iteration 32Q: 3 clusters Score -2478128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2478128.000000 Penalty: 4957.076172
	Iteration 33Q: 3 clusters Score -2478128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2478133.000000 Penalty: 4957.076172
	Iteration 34Q: 3 clusters Score -2478133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2478136.250000 Penalty: 4957.076172
	Iteration 35Q: 3 clusters Score -2478136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2478136.750000 Penalty: 4957.076172
	Iteration 36Q: 3 clusters Score -2478137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2478140.250000 Penalty: 4957.076172
	Iteration 37Q: 3 clusters Score -2478140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2478142.250000 Penalty: 4957.076172
	Iteration 38Q: 3 clusters Score -2478142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2478144.750000 Penalty: 4957.076172
	Iteration 39Q: 3 clusters Score -2478145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2478144.750000 Penalty: 4957.076172
	Iteration 40F: 3 clusters Score -2478145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -35481.464844 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -35481.46 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 210 members 
Entering Unmasked Estep 
Score: -34113.949219 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -34113.95 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34297.597656 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -34297.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34388.332031 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -34388.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34424.734375 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -34424.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34439.207031 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -34439.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34452.167969 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -34452.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34479.621094 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -34479.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34501.140625 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -34501.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34533.914062 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -34533.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34551.375000 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -34551.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -34577.210938 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -34577.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34617.070312 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -34617.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34649.312500 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -34649.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34683.066406 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -34683.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -34723.273438 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -34723.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34790.769531 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -34790.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -34931.535156 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -34931.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35115.683594 Penalty: 2997.145996
	Iteration 17Q: 3 clusters Score -35115.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35218.261719 Penalty: 2997.145996
	Iteration 18Q: 3 clusters Score -35218.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35234.605469 Penalty: 2997.145996
	Iteration 19Q: 3 clusters Score -35234.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35241.843750 Penalty: 2997.145996
	Iteration 20F: 3 clusters Score -35241.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35248.417969 Penalty: 2997.145996
	Iteration 21Q: 3 clusters Score -35248.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35252.906250 Penalty: 2997.145996
	Iteration 22Q: 3 clusters Score -35252.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35279.238281 Penalty: 2997.145996
	Iteration 23Q: 3 clusters Score -35279.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35287.386719 Penalty: 2997.145996
	Iteration 24Q: 3 clusters Score -35287.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -35294.609375 Penalty: 2997.145996
	Iteration 25Q: 3 clusters Score -35294.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35321.308594 Penalty: 2997.145996
	Iteration 26Q: 3 clusters Score -35321.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35330.343750 Penalty: 2997.145996
	Iteration 27Q: 3 clusters Score -35330.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35334.714844 Penalty: 2997.145996
	Iteration 28Q: 3 clusters Score -35334.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35338.156250 Penalty: 2997.145996
	Iteration 29Q: 3 clusters Score -35338.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35341.433594 Penalty: 2997.145996
	Iteration 30Q: 3 clusters Score -35341.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35347.101562 Penalty: 2997.145996
	Iteration 31Q: 3 clusters Score -35347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -35353.726562 Penalty: 2997.145996
	Iteration 32Q: 3 clusters Score -35353.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35372.343750 Penalty: 2997.145996
	Iteration 33Q: 3 clusters Score -35372.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35376.695312 Penalty: 2997.145996
	Iteration 34F: 3 clusters Score -35376.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -35395.378906 Penalty: 2997.145996
	Iteration 35Q: 3 clusters Score -35395.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -35420.261719 Penalty: 2997.145996
	Iteration 36Q: 3 clusters Score -35420.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35428.371094 Penalty: 2997.145996
	Iteration 37Q: 3 clusters Score -35428.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35428.371094 Penalty: 2997.145996
	Iteration 38F: 3 clusters Score -35428.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -64585.871094 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -64585.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62940.085938 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -62940.09 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63180.820312 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -63180.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -63288.250000 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -63288.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63340.003906 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -63340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63358.886719 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -63358.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63371.585938 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -63371.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63386.074219 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -63386.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63399.480469 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -63399.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63410.183594 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -63410.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63419.738281 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -63419.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63429.140625 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -63429.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -63441.171875 Penalty: 3207.207764
	Iteration 11Q: 3 clusters Score -63441.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63453.015625 Penalty: 3207.207764
	Iteration 12Q: 3 clusters Score -63453.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63456.050781 Penalty: 3207.207764
	Iteration 13Q: 3 clusters Score -63456.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63456.050781 Penalty: 3207.207764
	Iteration 14F: 3 clusters Score -63456.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -54755.554688 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -54755.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53157.765625 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -53157.77 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53338.285156 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -53338.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53394.144531 Penalty: 3122.451904
	Iteration 2Q: 3 clusters Score -53394.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53412.726562 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -53412.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53419.296875 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -53419.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53421.875000 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -53421.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53424.890625 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -53424.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53426.648438 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -53426.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53428.218750 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -53428.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53428.218750 Penalty: 3122.451904
	Iteration 9F: 3 clusters Score -53428.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Entering Unmasked Estep 
Score: -388337.562500 Penalty: 2046.283325
	Iteration 0F: 2 clusters Score -388337.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -384523.906250 Penalty: 4092.566650
	Iteration 0F: 3 clusters Score -384523.9 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -385334.156250 Penalty: 4092.566650
	Iteration 1F: 3 clusters Score -385334.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -385493.031250 Penalty: 4092.566650
	Iteration 2F: 3 clusters Score -385493 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -385604.875000 Penalty: 4092.566650
	Iteration 3F: 3 clusters Score -385604.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -385676.656250 Penalty: 4092.566650
	Iteration 4Q: 3 clusters Score -385676.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -385736.656250 Penalty: 4092.566650
	Iteration 5Q: 3 clusters Score -385736.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -385798.687500 Penalty: 4092.566650
	Iteration 6Q: 3 clusters Score -385798.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -385861.812500 Penalty: 4092.566650
	Iteration 7Q: 3 clusters Score -385861.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -385921.781250 Penalty: 4092.566650
	Iteration 8Q: 3 clusters Score -385921.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -385982.156250 Penalty: 4092.566650
	Iteration 9Q: 3 clusters Score -385982.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -386034.937500 Penalty: 4092.566650
	Iteration 10Q: 3 clusters Score -386034.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -386088.687500 Penalty: 4092.566650
	Iteration 11Q: 3 clusters Score -386088.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -386139.750000 Penalty: 4092.566650
	Iteration 12Q: 3 clusters Score -386139.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -386179.750000 Penalty: 4092.566650
	Iteration 13Q: 3 clusters Score -386179.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -386217.000000 Penalty: 4092.566650
	Iteration 14Q: 3 clusters Score -386217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -386243.250000 Penalty: 4092.566650
	Iteration 15Q: 3 clusters Score -386243.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -386270.843750 Penalty: 4092.566650
	Iteration 16Q: 3 clusters Score -386270.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -386296.593750 Penalty: 4092.566650
	Iteration 17Q: 3 clusters Score -386296.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -386325.625000 Penalty: 4092.566650
	Iteration 18Q: 3 clusters Score -386325.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -386351.531250 Penalty: 4092.566650
	Iteration 19Q: 3 clusters Score -386351.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -386390.531250 Penalty: 4092.566650
	Iteration 20F: 3 clusters Score -386390.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -386414.000000 Penalty: 4092.566650
	Iteration 21Q: 3 clusters Score -386414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -386434.875000 Penalty: 4092.566650
	Iteration 22Q: 3 clusters Score -386434.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -386454.156250 Penalty: 4092.566650
	Iteration 23Q: 3 clusters Score -386454.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -386472.218750 Penalty: 4092.566650
	Iteration 24Q: 3 clusters Score -386472.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -386489.187500 Penalty: 4092.566650
	Iteration 25Q: 3 clusters Score -386489.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -386506.875000 Penalty: 4092.566650
	Iteration 26Q: 3 clusters Score -386506.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -386518.812500 Penalty: 4092.566650
	Iteration 27Q: 3 clusters Score -386518.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -386526.812500 Penalty: 4092.566650
	Iteration 28Q: 3 clusters Score -386526.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -386537.593750 Penalty: 4092.566650
	Iteration 29Q: 3 clusters Score -386537.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -386549.250000 Penalty: 4092.566650
	Iteration 30Q: 3 clusters Score -386549.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -386565.031250 Penalty: 4092.566650
	Iteration 31Q: 3 clusters Score -386565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -386581.187500 Penalty: 4092.566650
	Iteration 32Q: 3 clusters Score -386581.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -386593.093750 Penalty: 4092.566650
	Iteration 33Q: 3 clusters Score -386593.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -386604.468750 Penalty: 4092.566650
	Iteration 34Q: 3 clusters Score -386604.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -386619.593750 Penalty: 4092.566650
	Iteration 35Q: 3 clusters Score -386619.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -386629.093750 Penalty: 4092.566650
	Iteration 36Q: 3 clusters Score -386629.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -386637.343750 Penalty: 4092.566650
	Iteration 37Q: 3 clusters Score -386637.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -386645.437500 Penalty: 4092.566650
	Iteration 38Q: 3 clusters Score -386645.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -386651.562500 Penalty: 4092.566650
	Iteration 39Q: 3 clusters Score -386651.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -386659.906250 Penalty: 4092.566650
	Iteration 40F: 3 clusters Score -386659.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -386673.062500 Penalty: 4092.566650
	Iteration 41Q: 3 clusters Score -386673.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -386684.218750 Penalty: 4092.566650
	Iteration 42Q: 3 clusters Score -386684.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -386691.531250 Penalty: 4092.566650
	Iteration 43Q: 3 clusters Score -386691.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -386701.218750 Penalty: 4092.566650
	Iteration 44Q: 3 clusters Score -386701.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -386710.531250 Penalty: 4092.566650
	Iteration 45Q: 3 clusters Score -386710.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -386722.437500 Penalty: 4092.566650
	Iteration 46Q: 3 clusters Score -386722.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -386742.406250 Penalty: 4092.566650
	Iteration 47Q: 3 clusters Score -386742.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -386762.062500 Penalty: 4092.566650
	Iteration 48Q: 3 clusters Score -386762.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -386775.156250 Penalty: 4092.566650
	Iteration 49Q: 3 clusters Score -386775.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -386789.375000 Penalty: 4092.566650
	Iteration 50Q: 3 clusters Score -386789.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -386804.750000 Penalty: 4092.566650
	Iteration 51Q: 3 clusters Score -386804.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -386824.812500 Penalty: 4092.566650
	Iteration 52Q: 3 clusters Score -386824.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -386835.812500 Penalty: 4092.566650
	Iteration 53Q: 3 clusters Score -386835.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -386843.281250 Penalty: 4092.566650
	Iteration 54Q: 3 clusters Score -386843.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -386850.500000 Penalty: 4092.566650
	Iteration 55Q: 3 clusters Score -386850.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -386855.750000 Penalty: 4092.566650
	Iteration 56Q: 3 clusters Score -386855.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -386860.781250 Penalty: 4092.566650
	Iteration 57Q: 3 clusters Score -386860.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -386868.625000 Penalty: 4092.566650
	Iteration 58Q: 3 clusters Score -386868.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -386882.468750 Penalty: 4092.566650
	Iteration 59Q: 3 clusters Score -386882.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -386898.625000 Penalty: 4092.566650
	Iteration 60F: 3 clusters Score -386898.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -386906.187500 Penalty: 4092.566650
	Iteration 61Q: 3 clusters Score -386906.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -386910.000000 Penalty: 4092.566650
	Iteration 62Q: 3 clusters Score -386910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -386913.593750 Penalty: 4092.566650
	Iteration 63Q: 3 clusters Score -386913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -386918.875000 Penalty: 4092.566650
	Iteration 64Q: 3 clusters Score -386918.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -386925.093750 Penalty: 4092.566650
	Iteration 65Q: 3 clusters Score -386925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -386930.843750 Penalty: 4092.566650
	Iteration 66Q: 3 clusters Score -386930.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -386935.062500 Penalty: 4092.566650
	Iteration 67Q: 3 clusters Score -386935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -386936.875000 Penalty: 4092.566650
	Iteration 68Q: 3 clusters Score -386936.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -386938.906250 Penalty: 4092.566650
	Iteration 69Q: 3 clusters Score -386938.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -386943.031250 Penalty: 4092.566650
	Iteration 70Q: 3 clusters Score -386943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -386943.000000 Penalty: 4092.566650
	Iteration 71Q: 3 clusters Score -386943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -386944.281250 Penalty: 4092.566650
	Iteration 72Q: 3 clusters Score -386944.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -386944.500000 Penalty: 4092.566650
	Iteration 73Q: 3 clusters Score -386944.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -386945.656250 Penalty: 4092.566650
	Iteration 74Q: 3 clusters Score -386945.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -386945.656250 Penalty: 4092.566650
	Iteration 75F: 3 clusters Score -386945.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169400 members 
Mstep: Class 2 contains 115926 members 
Mstep: Class 3 contains 50220 members 
Mstep: Class 4 contains 49109 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64680 members 
Mstep: Class 7 contains 34966 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188987 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15071 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28363 members 
Mstep: Class 16 contains 91560 members 
Mstep: Class 17 contains 25546 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4877 members 
Mstep: Class 23 contains 21897 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120680.000000 Penalty: 91810.695312
Iteration 359Q: 28 clusters Score -9.812068e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169411 members 
Mstep: Class 2 contains 115926 members 
Mstep: Class 3 contains 50221 members 
Mstep: Class 4 contains 49116 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64691 members 
Mstep: Class 7 contains 34967 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188947 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28365 members 
Mstep: Class 16 contains 91568 members 
Mstep: Class 17 contains 25545 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4877 members 
Mstep: Class 23 contains 21898 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120616.000000 Penalty: 91810.695312
Iteration 360F: 28 clusters Score -9.812062e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169413 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50221 members 
Mstep: Class 4 contains 49125 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64703 members 
Mstep: Class 7 contains 34967 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188911 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28367 members 
Mstep: Class 16 contains 91575 members 
Mstep: Class 17 contains 25547 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4877 members 
Mstep: Class 23 contains 21898 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120752.000000 Penalty: 91810.695312
Iteration 361Q: 28 clusters Score -9.812075e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169423 members 
Mstep: Class 2 contains 115927 members 
Mstep: Class 3 contains 50220 members 
Mstep: Class 4 contains 49130 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64718 members 
Mstep: Class 7 contains 34969 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188882 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15069 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28366 members 
Mstep: Class 16 contains 91576 members 
Mstep: Class 17 contains 25548 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4877 members 
Mstep: Class 23 contains 21896 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120680.000000 Penalty: 91810.695312
Iteration 362Q: 28 clusters Score -9.812068e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169442 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50218 members 
Mstep: Class 4 contains 49136 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64722 members 
Mstep: Class 7 contains 34972 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188840 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15071 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28368 members 
Mstep: Class 16 contains 91582 members 
Mstep: Class 17 contains 25547 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4877 members 
Mstep: Class 23 contains 21897 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120688.000000 Penalty: 91810.695312
Iteration 363Q: 28 clusters Score -9.812069e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169441 members 
Mstep: Class 2 contains 115931 members 
Mstep: Class 3 contains 50217 members 
Mstep: Class 4 contains 49150 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64728 members 
Mstep: Class 7 contains 34974 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188814 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15072 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28367 members 
Mstep: Class 16 contains 91583 members 
Mstep: Class 17 contains 25547 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4877 members 
Mstep: Class 23 contains 21900 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120640.000000 Penalty: 91810.695312
Iteration 364Q: 28 clusters Score -9.812064e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169434 members 
Mstep: Class 2 contains 115932 members 
Mstep: Class 3 contains 50218 members 
Mstep: Class 4 contains 49160 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64736 members 
Mstep: Class 7 contains 34976 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188796 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15074 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28371 members 
Mstep: Class 16 contains 91581 members 
Mstep: Class 17 contains 25547 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4877 members 
Mstep: Class 23 contains 21900 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120600.000000 Penalty: 91810.695312
Iteration 365Q: 28 clusters Score -9.81206e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169435 members 
Mstep: Class 2 contains 115932 members 
Mstep: Class 3 contains 50212 members 
Mstep: Class 4 contains 49169 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64743 members 
Mstep: Class 7 contains 34978 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188777 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15074 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28372 members 
Mstep: Class 16 contains 91582 members 
Mstep: Class 17 contains 25549 members 
Mstep: Class 18 contains 7825 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4877 members 
Mstep: Class 23 contains 21902 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120536.000000 Penalty: 91810.695312
Iteration 366Q: 28 clusters Score -9.812054e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169455 members 
Mstep: Class 2 contains 115930 members 
Mstep: Class 3 contains 50209 members 
Mstep: Class 4 contains 49180 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64748 members 
Mstep: Class 7 contains 34977 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188745 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15075 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28372 members 
Mstep: Class 16 contains 91585 members 
Mstep: Class 17 contains 25548 members 
Mstep: Class 18 contains 7824 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4877 members 
Mstep: Class 23 contains 21902 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120528.000000 Penalty: 91810.695312
Iteration 367Q: 28 clusters Score -9.812053e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169468 members 
Mstep: Class 2 contains 115932 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 49186 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64751 members 
Mstep: Class 7 contains 34981 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188711 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15077 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28377 members 
Mstep: Class 16 contains 91588 members 
Mstep: Class 17 contains 25548 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4877 members 
Mstep: Class 23 contains 21901 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120624.000000 Penalty: 91810.695312
Iteration 368Q: 28 clusters Score -9.812062e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169470 members 
Mstep: Class 2 contains 115931 members 
Mstep: Class 3 contains 50203 members 
Mstep: Class 4 contains 49195 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64754 members 
Mstep: Class 7 contains 34978 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188702 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15078 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28379 members 
Mstep: Class 16 contains 91590 members 
Mstep: Class 17 contains 25547 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4878 members 
Mstep: Class 23 contains 21899 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120600.000000 Penalty: 91810.695312
Iteration 369Q: 28 clusters Score -9.81206e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169473 members 
Mstep: Class 2 contains 115933 members 
Mstep: Class 3 contains 50201 members 
Mstep: Class 4 contains 49202 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64754 members 
Mstep: Class 7 contains 34979 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188680 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2062 members 
Mstep: Class 13 contains 15079 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28384 members 
Mstep: Class 16 contains 91594 members 
Mstep: Class 17 contains 25548 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4878 members 
Mstep: Class 23 contains 21899 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120608.000000 Penalty: 91810.695312
Iteration 370Q: 28 clusters Score -9.812061e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169477 members 
Mstep: Class 2 contains 115939 members 
Mstep: Class 3 contains 50200 members 
Mstep: Class 4 contains 49214 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64754 members 
Mstep: Class 7 contains 34979 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188652 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2061 members 
Mstep: Class 13 contains 15080 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28387 members 
Mstep: Class 16 contains 91597 members 
Mstep: Class 17 contains 25549 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4878 members 
Mstep: Class 23 contains 21899 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120616.000000 Penalty: 91810.695312
Iteration 371Q: 28 clusters Score -9.812062e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169471 members 
Mstep: Class 2 contains 115939 members 
Mstep: Class 3 contains 50202 members 
Mstep: Class 4 contains 49224 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64758 members 
Mstep: Class 7 contains 34982 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188636 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15081 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28386 members 
Mstep: Class 16 contains 91598 members 
Mstep: Class 17 contains 25550 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 21901 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120616.000000 Penalty: 91810.695312
Iteration 372Q: 28 clusters Score -9.812062e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169478 members 
Mstep: Class 2 contains 115938 members 
Mstep: Class 3 contains 50203 members 
Mstep: Class 4 contains 49235 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64761 members 
Mstep: Class 7 contains 34989 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188603 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 15081 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28387 members 
Mstep: Class 16 contains 91600 members 
Mstep: Class 17 contains 25551 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 21904 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120744.000000 Penalty: 91810.695312
Iteration 373Q: 28 clusters Score -9.812074e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169488 members 
Mstep: Class 2 contains 115937 members 
Mstep: Class 3 contains 50208 members 
Mstep: Class 4 contains 49240 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64761 members 
Mstep: Class 7 contains 34990 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188573 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2056 members 
Mstep: Class 13 contains 15082 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28389 members 
Mstep: Class 16 contains 91606 members 
Mstep: Class 17 contains 25552 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 21905 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120824.000000 Penalty: 91810.695312
Iteration 374Q: 28 clusters Score -9.812082e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169497 members 
Mstep: Class 2 contains 115938 members 
Mstep: Class 3 contains 50210 members 
Mstep: Class 4 contains 49244 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64765 members 
Mstep: Class 7 contains 34992 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188535 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 15082 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28392 members 
Mstep: Class 16 contains 91614 members 
Mstep: Class 17 contains 25554 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 21907 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120792.000000 Penalty: 91810.695312
Iteration 375Q: 28 clusters Score -9.812079e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169513 members 
Mstep: Class 2 contains 115937 members 
Mstep: Class 3 contains 50209 members 
Mstep: Class 4 contains 49252 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64771 members 
Mstep: Class 7 contains 34993 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188503 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 15082 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28393 members 
Mstep: Class 16 contains 91618 members 
Mstep: Class 17 contains 25555 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 21904 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120800.000000 Penalty: 91810.695312
Iteration 376Q: 28 clusters Score -9.81208e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169525 members 
Mstep: Class 2 contains 115935 members 
Mstep: Class 3 contains 50211 members 
Mstep: Class 4 contains 49257 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64772 members 
Mstep: Class 7 contains 34995 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188479 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 15082 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28395 members 
Mstep: Class 16 contains 91620 members 
Mstep: Class 17 contains 25555 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 21903 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120672.000000 Penalty: 91810.695312
Iteration 377Q: 28 clusters Score -9.812067e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169539 members 
Mstep: Class 2 contains 115935 members 
Mstep: Class 3 contains 50212 members 
Mstep: Class 4 contains 49260 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64775 members 
Mstep: Class 7 contains 34995 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188451 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 15082 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28398 members 
Mstep: Class 16 contains 91624 members 
Mstep: Class 17 contains 25555 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 21902 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120624.000000 Penalty: 91810.695312
Iteration 378Q: 28 clusters Score -9.812062e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169536 members 
Mstep: Class 2 contains 115932 members 
Mstep: Class 3 contains 50209 members 
Mstep: Class 4 contains 49267 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64785 members 
Mstep: Class 7 contains 34995 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188434 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 15084 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28400 members 
Mstep: Class 16 contains 91629 members 
Mstep: Class 17 contains 25556 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 21902 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120688.000000 Penalty: 91810.695312
Iteration 379Q: 28 clusters Score -9.812069e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169534 members 
Mstep: Class 2 contains 115933 members 
Mstep: Class 3 contains 50209 members 
Mstep: Class 4 contains 49270 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64788 members 
Mstep: Class 7 contains 34996 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188421 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 13 contains 15085 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28402 members 
Mstep: Class 16 contains 91633 members 
Mstep: Class 17 contains 25559 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 21899 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120688.000000 Penalty: 91810.695312
Iteration 380F: 28 clusters Score -9.812069e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169533 members 
Mstep: Class 2 contains 115934 members 
Mstep: Class 3 contains 50209 members 
Mstep: Class 4 contains 49273 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64794 members 
Mstep: Class 7 contains 34997 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188404 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 15087 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28404 members 
Mstep: Class 16 contains 91636 members 
Mstep: Class 17 contains 25560 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 21896 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120752.000000 Penalty: 91810.695312
Iteration 381Q: 28 clusters Score -9.812075e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169535 members 
Mstep: Class 2 contains 115935 members 
Mstep: Class 3 contains 50209 members 
Mstep: Class 4 contains 49271 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64792 members 
Mstep: Class 7 contains 34998 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188402 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 15091 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28405 members 
Mstep: Class 16 contains 91633 members 
Mstep: Class 17 contains 25561 members 
Mstep: Class 18 contains 7822 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 21894 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120736.000000 Penalty: 91810.695312
Iteration 382Q: 28 clusters Score -9.812074e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169533 members 
Mstep: Class 2 contains 115934 members 
Mstep: Class 3 contains 50209 members 
Mstep: Class 4 contains 49269 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64794 members 
Mstep: Class 7 contains 34999 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188398 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 15093 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28406 members 
Mstep: Class 16 contains 91635 members 
Mstep: Class 17 contains 25563 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 21894 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120688.000000 Penalty: 91810.695312
Iteration 383Q: 28 clusters Score -9.812069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169533 members 
Mstep: Class 2 contains 115935 members 
Mstep: Class 3 contains 50210 members 
Mstep: Class 4 contains 49272 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64794 members 
Mstep: Class 7 contains 34999 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188392 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 15095 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28407 members 
Mstep: Class 16 contains 91632 members 
Mstep: Class 17 contains 25565 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 4879 members 
Mstep: Class 23 contains 21893 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120744.000000 Penalty: 91810.695312
Iteration 384Q: 28 clusters Score -9.812074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169537 members 
Mstep: Class 2 contains 115934 members 
Mstep: Class 3 contains 50209 members 
Mstep: Class 4 contains 49273 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64795 members 
Mstep: Class 7 contains 34999 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188386 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 15096 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28408 members 
Mstep: Class 16 contains 91632 members 
Mstep: Class 17 contains 25563 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21893 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120768.000000 Penalty: 91810.695312
Iteration 385Q: 28 clusters Score -9.812077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169538 members 
Mstep: Class 2 contains 115934 members 
Mstep: Class 3 contains 50209 members 
Mstep: Class 4 contains 49275 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64794 members 
Mstep: Class 7 contains 34999 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188375 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 15098 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28411 members 
Mstep: Class 16 contains 91636 members 
Mstep: Class 17 contains 25563 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21893 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120760.000000 Penalty: 91810.695312
Iteration 386Q: 28 clusters Score -9.812076e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169538 members 
Mstep: Class 2 contains 115932 members 
Mstep: Class 3 contains 50209 members 
Mstep: Class 4 contains 49281 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64792 members 
Mstep: Class 7 contains 34999 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188367 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 15099 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28414 members 
Mstep: Class 16 contains 91637 members 
Mstep: Class 17 contains 25563 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21893 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120776.000000 Penalty: 91810.695312
Iteration 387Q: 28 clusters Score -9.812078e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169534 members 
Mstep: Class 2 contains 115933 members 
Mstep: Class 3 contains 50210 members 
Mstep: Class 4 contains 49283 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64793 members 
Mstep: Class 7 contains 34999 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188363 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 15100 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28415 members 
Mstep: Class 16 contains 91639 members 
Mstep: Class 17 contains 25563 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21891 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120816.000000 Penalty: 91810.695312
Iteration 388Q: 28 clusters Score -9.812082e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169541 members 
Mstep: Class 2 contains 115931 members 
Mstep: Class 3 contains 50212 members 
Mstep: Class 4 contains 49280 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64794 members 
Mstep: Class 7 contains 35000 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188354 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 15100 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28416 members 
Mstep: Class 16 contains 91640 members 
Mstep: Class 17 contains 25563 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21891 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120800.000000 Penalty: 91810.695312
Iteration 389Q: 28 clusters Score -9.81208e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169546 members 
Mstep: Class 2 contains 115931 members 
Mstep: Class 3 contains 50210 members 
Mstep: Class 4 contains 49282 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64795 members 
Mstep: Class 7 contains 35001 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188344 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 15100 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28417 members 
Mstep: Class 16 contains 91641 members 
Mstep: Class 17 contains 25563 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21891 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120792.000000 Penalty: 91810.695312
Iteration 390Q: 28 clusters Score -9.812079e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169552 members 
Mstep: Class 2 contains 115931 members 
Mstep: Class 3 contains 50210 members 
Mstep: Class 4 contains 49287 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64797 members 
Mstep: Class 7 contains 35002 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188329 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 15100 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28417 members 
Mstep: Class 16 contains 91643 members 
Mstep: Class 17 contains 25562 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21891 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120800.000000 Penalty: 91810.695312
Iteration 391Q: 28 clusters Score -9.81208e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169554 members 
Mstep: Class 2 contains 115931 members 
Mstep: Class 3 contains 50210 members 
Mstep: Class 4 contains 49292 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64800 members 
Mstep: Class 7 contains 35002 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188314 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 15100 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28417 members 
Mstep: Class 16 contains 91647 members 
Mstep: Class 17 contains 25564 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21890 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120840.000000 Penalty: 91810.695312
Iteration 392Q: 28 clusters Score -9.812084e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169558 members 
Mstep: Class 2 contains 115934 members 
Mstep: Class 3 contains 50209 members 
Mstep: Class 4 contains 49295 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64804 members 
Mstep: Class 7 contains 35003 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188300 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15100 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28418 members 
Mstep: Class 16 contains 91647 members 
Mstep: Class 17 contains 25564 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21888 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120840.000000 Penalty: 91810.695312
Iteration 393Q: 28 clusters Score -9.812084e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169560 members 
Mstep: Class 2 contains 115932 members 
Mstep: Class 3 contains 50210 members 
Mstep: Class 4 contains 49296 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64806 members 
Mstep: Class 7 contains 35005 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188292 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15099 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28419 members 
Mstep: Class 16 contains 91649 members 
Mstep: Class 17 contains 25564 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21888 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120880.000000 Penalty: 91810.695312
Iteration 394Q: 28 clusters Score -9.812088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169558 members 
Mstep: Class 2 contains 115930 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 49298 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64805 members 
Mstep: Class 7 contains 35007 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188293 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15100 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28420 members 
Mstep: Class 16 contains 91651 members 
Mstep: Class 17 contains 25563 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21888 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120808.000000 Penalty: 91810.695312
Iteration 395Q: 28 clusters Score -9.812081e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169554 members 
Mstep: Class 2 contains 115930 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 49299 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64809 members 
Mstep: Class 7 contains 35007 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188290 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15102 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28421 members 
Mstep: Class 16 contains 91651 members 
Mstep: Class 17 contains 25562 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21888 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120840.000000 Penalty: 91810.695312
Iteration 396Q: 28 clusters Score -9.812084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169556 members 
Mstep: Class 2 contains 115927 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 49299 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64812 members 
Mstep: Class 7 contains 35008 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188284 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15102 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28423 members 
Mstep: Class 16 contains 91654 members 
Mstep: Class 17 contains 25561 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120920.000000 Penalty: 91810.695312
Iteration 397Q: 28 clusters Score -9.812092e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169555 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 49299 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64813 members 
Mstep: Class 7 contains 35007 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188281 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15102 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28427 members 
Mstep: Class 16 contains 91655 members 
Mstep: Class 17 contains 25559 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120816.000000 Penalty: 91810.695312
Iteration 398Q: 28 clusters Score -9.812082e+07 nChanged 15
Entering ConstructFrom: 
Score: -98120816.000000 Penalty: 91810.695312
Entering ConstructFrom: 
Trying to split cluster 1 (169553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169553 members 
Entering Unmasked Estep 
Score: -18832600.000000 Penalty: 2986.148438
	Iteration 0F: 2 clusters Score -1.88326e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84790 members 
Mstep: Class 2 contains 84763 members 
Entering Unmasked Estep 
Score: -18720764.000000 Penalty: 5972.296875
	Iteration 0F: 3 clusters Score -1.872076e+07 nChanged 81278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86100 members 
Mstep: Class 2 contains 83453 members 
Entering Unmasked Estep 
Score: -18767896.000000 Penalty: 5972.296875
	Iteration 1F: 3 clusters Score -1.87679e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86495 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -18768988.000000 Penalty: 5972.296875
	Iteration 2Q: 3 clusters Score -1.876899e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 82580 members 
Entering Unmasked Estep 
Score: -18770544.000000 Penalty: 5972.296875
	Iteration 3Q: 3 clusters Score -1.877054e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 82147 members 
Entering Unmasked Estep 
Score: -18772930.000000 Penalty: 5972.296875
	Iteration 4Q: 3 clusters Score -1.877293e+07 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87624 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -18776598.000000 Penalty: 5972.296875
	Iteration 5Q: 3 clusters Score -1.87766e+07 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 82454 members 
Entering Unmasked Estep 
Score: -18781940.000000 Penalty: 5972.296875
	Iteration 6F: 3 clusters Score -1.878194e+07 nChanged 11073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85252 members 
Mstep: Class 2 contains 84301 members 
Entering Unmasked Estep 
Score: -18790282.000000 Penalty: 5972.296875
	Iteration 7F: 3 clusters Score -1.879028e+07 nChanged 12584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82080 members 
Mstep: Class 2 contains 87473 members 
Entering Unmasked Estep 
Score: -18800756.000000 Penalty: 5972.296875
	Iteration 8F: 3 clusters Score -1.880076e+07 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78572 members 
Mstep: Class 2 contains 90981 members 
Entering Unmasked Estep 
Score: -18809884.000000 Penalty: 5972.296875
	Iteration 9F: 3 clusters Score -1.880988e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75938 members 
Mstep: Class 2 contains 93615 members 
Entering Unmasked Estep 
Score: -18814218.000000 Penalty: 5972.296875
	Iteration 10F: 3 clusters Score -1.881422e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73823 members 
Mstep: Class 2 contains 95730 members 
Entering Unmasked Estep 
Score: -18816176.000000 Penalty: 5972.296875
	Iteration 11Q: 3 clusters Score -1.881618e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 97717 members 
Entering Unmasked Estep 
Score: -18817722.000000 Penalty: 5972.296875
	Iteration 12Q: 3 clusters Score -1.881772e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69972 members 
Mstep: Class 2 contains 99581 members 
Entering Unmasked Estep 
Score: -18819154.000000 Penalty: 5972.296875
	Iteration 13Q: 3 clusters Score -1.881915e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68231 members 
Mstep: Class 2 contains 101322 members 
Entering Unmasked Estep 
Score: -18820562.000000 Penalty: 5972.296875
	Iteration 14Q: 3 clusters Score -1.882056e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 102864 members 
Entering Unmasked Estep 
Score: -18821630.000000 Penalty: 5972.296875
	Iteration 15Q: 3 clusters Score -1.882163e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 104168 members 
Entering Unmasked Estep 
Score: -18822268.000000 Penalty: 5972.296875
	Iteration 16Q: 3 clusters Score -1.882227e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 105272 members 
Entering Unmasked Estep 
Score: -18822810.000000 Penalty: 5972.296875
	Iteration 17Q: 3 clusters Score -1.882281e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63303 members 
Mstep: Class 2 contains 106250 members 
Entering Unmasked Estep 
Score: -18823246.000000 Penalty: 5972.296875
	Iteration 18Q: 3 clusters Score -1.882325e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 107156 members 
Entering Unmasked Estep 
Score: -18823594.000000 Penalty: 5972.296875
	Iteration 19Q: 3 clusters Score -1.882359e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 108030 members 
Entering Unmasked Estep 
Score: -18823750.000000 Penalty: 5972.296875
	Iteration 20F: 3 clusters Score -1.882375e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 108852 members 
Entering Unmasked Estep 
Score: -18823872.000000 Penalty: 5972.296875
	Iteration 21Q: 3 clusters Score -1.882387e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Mstep: Class 2 contains 109684 members 
Entering Unmasked Estep 
Score: -18824028.000000 Penalty: 5972.296875
	Iteration 22Q: 3 clusters Score -1.882403e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 110569 members 
Entering Unmasked Estep 
Score: -18824146.000000 Penalty: 5972.296875
	Iteration 23Q: 3 clusters Score -1.882415e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 111468 members 
Entering Unmasked Estep 
Score: -18824216.000000 Penalty: 5972.296875
	Iteration 24Q: 3 clusters Score -1.882422e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57185 members 
Mstep: Class 2 contains 112368 members 
Entering Unmasked Estep 
Score: -18824392.000000 Penalty: 5972.296875
	Iteration 25Q: 3 clusters Score -1.882439e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 113318 members 
Entering Unmasked Estep 
Score: -18824472.000000 Penalty: 5972.296875
	Iteration 26Q: 3 clusters Score -1.882447e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 114341 members 
Entering Unmasked Estep 
Score: -18824660.000000 Penalty: 5972.296875
	Iteration 27Q: 3 clusters Score -1.882466e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 115366 members 
Entering Unmasked Estep 
Score: -18824702.000000 Penalty: 5972.296875
	Iteration 28Q: 3 clusters Score -1.88247e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 116399 members 
Entering Unmasked Estep 
Score: -18824812.000000 Penalty: 5972.296875
	Iteration 29Q: 3 clusters Score -1.882481e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 117445 members 
Entering Unmasked Estep 
Score: -18824948.000000 Penalty: 5972.296875
	Iteration 30Q: 3 clusters Score -1.882495e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 118460 members 
Entering Unmasked Estep 
Score: -18824922.000000 Penalty: 5972.296875
	Iteration 31Q: 3 clusters Score -1.882492e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 119529 members 
Entering Unmasked Estep 
Score: -18825018.000000 Penalty: 5972.296875
	Iteration 32Q: 3 clusters Score -1.882502e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 120606 members 
Entering Unmasked Estep 
Score: -18825230.000000 Penalty: 5972.296875
	Iteration 33Q: 3 clusters Score -1.882523e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 121727 members 
Entering Unmasked Estep 
Score: -18825354.000000 Penalty: 5972.296875
	Iteration 34Q: 3 clusters Score -1.882535e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 122817 members 
Entering Unmasked Estep 
Score: -18825448.000000 Penalty: 5972.296875
	Iteration 35Q: 3 clusters Score -1.882545e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 123985 members 
Entering Unmasked Estep 
Score: -18825690.000000 Penalty: 5972.296875
	Iteration 36Q: 3 clusters Score -1.882569e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 125190 members 
Entering Unmasked Estep 
Score: -18825786.000000 Penalty: 5972.296875
	Iteration 37Q: 3 clusters Score -1.882579e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 126376 members 
Entering Unmasked Estep 
Score: -18825954.000000 Penalty: 5972.296875
	Iteration 38Q: 3 clusters Score -1.882595e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 127572 members 
Entering Unmasked Estep 
Score: -18826016.000000 Penalty: 5972.296875
	Iteration 39Q: 3 clusters Score -1.882602e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 128783 members 
Entering Unmasked Estep 
Score: -18826108.000000 Penalty: 5972.296875
	Iteration 40F: 3 clusters Score -1.882611e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 130036 members 
Entering Unmasked Estep 
Score: -18826290.000000 Penalty: 5972.296875
	Iteration 41Q: 3 clusters Score -1.882629e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 131259 members 
Entering Unmasked Estep 
Score: -18826474.000000 Penalty: 5972.296875
	Iteration 42Q: 3 clusters Score -1.882647e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 132456 members 
Entering Unmasked Estep 
Score: -18826750.000000 Penalty: 5972.296875
	Iteration 43Q: 3 clusters Score -1.882675e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 133615 members 
Entering Unmasked Estep 
Score: -18826872.000000 Penalty: 5972.296875
	Iteration 44Q: 3 clusters Score -1.882687e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 134785 members 
Entering Unmasked Estep 
Score: -18827028.000000 Penalty: 5972.296875
	Iteration 45Q: 3 clusters Score -1.882703e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 135966 members 
Entering Unmasked Estep 
Score: -18827278.000000 Penalty: 5972.296875
	Iteration 46Q: 3 clusters Score -1.882728e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 137157 members 
Entering Unmasked Estep 
Score: -18827466.000000 Penalty: 5972.296875
	Iteration 47Q: 3 clusters Score -1.882747e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 138354 members 
Entering Unmasked Estep 
Score: -18827742.000000 Penalty: 5972.296875
	Iteration 48Q: 3 clusters Score -1.882774e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 139525 members 
Entering Unmasked Estep 
Score: -18827890.000000 Penalty: 5972.296875
	Iteration 49Q: 3 clusters Score -1.882789e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 140664 members 
Entering Unmasked Estep 
Score: -18828148.000000 Penalty: 5972.296875
	Iteration 50Q: 3 clusters Score -1.882815e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 141750 members 
Entering Unmasked Estep 
Score: -18828376.000000 Penalty: 5972.296875
	Iteration 51Q: 3 clusters Score -1.882838e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 142892 members 
Entering Unmasked Estep 
Score: -18828528.000000 Penalty: 5972.296875
	Iteration 52Q: 3 clusters Score -1.882853e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 144034 members 
Entering Unmasked Estep 
Score: -18828750.000000 Penalty: 5972.296875
	Iteration 53Q: 3 clusters Score -1.882875e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 145204 members 
Entering Unmasked Estep 
Score: -18828920.000000 Penalty: 5972.296875
	Iteration 54Q: 3 clusters Score -1.882892e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 146367 members 
Entering Unmasked Estep 
Score: -18829158.000000 Penalty: 5972.296875
	Iteration 55Q: 3 clusters Score -1.882916e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 147645 members 
Entering Unmasked Estep 
Score: -18829390.000000 Penalty: 5972.296875
	Iteration 56Q: 3 clusters Score -1.882939e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 148965 members 
Entering Unmasked Estep 
Score: -18829646.000000 Penalty: 5972.296875
	Iteration 57Q: 3 clusters Score -1.882965e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 150341 members 
Entering Unmasked Estep 
Score: -18829906.000000 Penalty: 5972.296875
	Iteration 58Q: 3 clusters Score -1.882991e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 151743 members 
Entering Unmasked Estep 
Score: -18830012.000000 Penalty: 5972.296875
	Iteration 59Q: 3 clusters Score -1.883001e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 153168 members 
Entering Unmasked Estep 
Score: -18830208.000000 Penalty: 5972.296875
	Iteration 60F: 3 clusters Score -1.883021e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 154672 members 
Entering Unmasked Estep 
Score: -18830332.000000 Penalty: 5972.296875
	Iteration 61Q: 3 clusters Score -1.883033e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 156216 members 
Entering Unmasked Estep 
Score: -18830294.000000 Penalty: 5972.296875
	Iteration 62Q: 3 clusters Score -1.883029e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 157677 members 
Entering Unmasked Estep 
Score: -18830344.000000 Penalty: 5972.296875
	Iteration 63Q: 3 clusters Score -1.883034e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 159125 members 
Entering Unmasked Estep 
Score: -18830594.000000 Penalty: 5972.296875
	Iteration 64Q: 3 clusters Score -1.883059e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 160451 members 
Entering Unmasked Estep 
Score: -18830670.000000 Penalty: 5972.296875
	Iteration 65Q: 3 clusters Score -1.883067e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 161626 members 
Entering Unmasked Estep 
Score: -18830758.000000 Penalty: 5972.296875
	Iteration 66Q: 3 clusters Score -1.883076e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 162697 members 
Entering Unmasked Estep 
Score: -18830822.000000 Penalty: 5972.296875
	Iteration 67Q: 3 clusters Score -1.883082e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 163616 members 
Entering Unmasked Estep 
Score: -18830774.000000 Penalty: 5972.296875
	Iteration 68Q: 3 clusters Score -1.883077e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 164384 members 
Entering Unmasked Estep 
Score: -18830756.000000 Penalty: 5972.296875
	Iteration 69Q: 3 clusters Score -1.883076e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 165017 members 
Entering Unmasked Estep 
Score: -18830762.000000 Penalty: 5972.296875
	Iteration 70Q: 3 clusters Score -1.883076e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 165522 members 
Entering Unmasked Estep 
Score: -18830736.000000 Penalty: 5972.296875
	Iteration 71Q: 3 clusters Score -1.883074e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 165956 members 
Entering Unmasked Estep 
Score: -18830780.000000 Penalty: 5972.296875
	Iteration 72Q: 3 clusters Score -1.883078e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 166265 members 
Entering Unmasked Estep 
Score: -18830796.000000 Penalty: 5972.296875
	Iteration 73Q: 3 clusters Score -1.88308e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 166527 members 
Entering Unmasked Estep 
Score: -18830792.000000 Penalty: 5972.296875
	Iteration 74Q: 3 clusters Score -1.883079e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 166737 members 
Entering Unmasked Estep 
Score: -18830758.000000 Penalty: 5972.296875
	Iteration 75Q: 3 clusters Score -1.883076e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 166912 members 
Entering Unmasked Estep 
Score: -18830772.000000 Penalty: 5972.296875
	Iteration 76Q: 3 clusters Score -1.883077e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 167076 members 
Entering Unmasked Estep 
Score: -18830756.000000 Penalty: 5972.296875
	Iteration 77Q: 3 clusters Score -1.883076e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 167221 members 
Entering Unmasked Estep 
Score: -18830716.000000 Penalty: 5972.296875
	Iteration 78Q: 3 clusters Score -1.883072e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 167342 members 
Entering Unmasked Estep 
Score: -18830744.000000 Penalty: 5972.296875
	Iteration 79Q: 3 clusters Score -1.883074e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 167454 members 
Entering Unmasked Estep 
Score: -18830754.000000 Penalty: 5972.296875
	Iteration 80F: 3 clusters Score -1.883075e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 167534 members 
Entering Unmasked Estep 
Score: -18830762.000000 Penalty: 5972.296875
	Iteration 81Q: 3 clusters Score -1.883076e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 167605 members 
Entering Unmasked Estep 
Score: -18830770.000000 Penalty: 5972.296875
	Iteration 82Q: 3 clusters Score -1.883077e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 167661 members 
Entering Unmasked Estep 
Score: -18830754.000000 Penalty: 5972.296875
	Iteration 83Q: 3 clusters Score -1.883075e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 167699 members 
Entering Unmasked Estep 
Score: -18830762.000000 Penalty: 5972.296875
	Iteration 84Q: 3 clusters Score -1.883076e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 167735 members 
Entering Unmasked Estep 
Score: -18830746.000000 Penalty: 5972.296875
	Iteration 85Q: 3 clusters Score -1.883075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 167761 members 
Entering Unmasked Estep 
Score: -18830738.000000 Penalty: 5972.296875
	Iteration 86Q: 3 clusters Score -1.883074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 167785 members 
Entering Unmasked Estep 
Score: -18830722.000000 Penalty: 5972.296875
	Iteration 87Q: 3 clusters Score -1.883072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 167804 members 
Entering Unmasked Estep 
Score: -18830722.000000 Penalty: 5972.296875
	Iteration 88Q: 3 clusters Score -1.883072e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 167828 members 
Entering Unmasked Estep 
Score: -18830740.000000 Penalty: 5972.296875
	Iteration 89Q: 3 clusters Score -1.883074e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 167854 members 
Entering Unmasked Estep 
Score: -18830744.000000 Penalty: 5972.296875
	Iteration 90Q: 3 clusters Score -1.883074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 167878 members 
Entering Unmasked Estep 
Score: -18830738.000000 Penalty: 5972.296875
	Iteration 91Q: 3 clusters Score -1.883074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 167897 members 
Entering Unmasked Estep 
Score: -18830730.000000 Penalty: 5972.296875
	Iteration 92Q: 3 clusters Score -1.883073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 167917 members 
Entering Unmasked Estep 
Score: -18830740.000000 Penalty: 5972.296875
	Iteration 93Q: 3 clusters Score -1.883074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 167936 members 
Entering Unmasked Estep 
Score: -18830734.000000 Penalty: 5972.296875
	Iteration 94Q: 3 clusters Score -1.883073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 167955 members 
Entering Unmasked Estep 
Score: -18830738.000000 Penalty: 5972.296875
	Iteration 95Q: 3 clusters Score -1.883074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 167970 members 
Entering Unmasked Estep 
Score: -18830738.000000 Penalty: 5972.296875
	Iteration 96Q: 3 clusters Score -1.883074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 167978 members 
Entering Unmasked Estep 
Score: -18830744.000000 Penalty: 5972.296875
	Iteration 97Q: 3 clusters Score -1.883074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 167988 members 
Entering Unmasked Estep 
Score: -18830746.000000 Penalty: 5972.296875
	Iteration 98Q: 3 clusters Score -1.883075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 167999 members 
Entering Unmasked Estep 
Score: -18830746.000000 Penalty: 5972.296875
	Iteration 99Q: 3 clusters Score -1.883075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 168010 members 
Entering Unmasked Estep 
Score: -18830746.000000 Penalty: 5972.296875
	Iteration 100F: 3 clusters Score -1.883075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 168013 members 
Entering Unmasked Estep 
Score: -18830744.000000 Penalty: 5972.296875
	Iteration 101Q: 3 clusters Score -1.883074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 168015 members 
Entering Unmasked Estep 
Score: -18830736.000000 Penalty: 5972.296875
	Iteration 102Q: 3 clusters Score -1.883074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 168018 members 
Entering Unmasked Estep 
Score: -18830736.000000 Penalty: 5972.296875
	Iteration 103Q: 3 clusters Score -1.883074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 168023 members 
Entering Unmasked Estep 
Score: -18830738.000000 Penalty: 5972.296875
	Iteration 104Q: 3 clusters Score -1.883074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 168029 members 
Entering Unmasked Estep 
Score: -18830732.000000 Penalty: 5972.296875
	Iteration 105Q: 3 clusters Score -1.883073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 168036 members 
Entering Unmasked Estep 
Score: -18830746.000000 Penalty: 5972.296875
	Iteration 106Q: 3 clusters Score -1.883075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 168039 members 
Entering Unmasked Estep 
Score: -18830738.000000 Penalty: 5972.296875
	Iteration 107Q: 3 clusters Score -1.883074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 168041 members 
Entering Unmasked Estep 
Score: -18830734.000000 Penalty: 5972.296875
	Iteration 108Q: 3 clusters Score -1.883073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 168045 members 
Entering Unmasked Estep 
Score: -18830722.000000 Penalty: 5972.296875
	Iteration 109Q: 3 clusters Score -1.883072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 168046 members 
Entering Unmasked Estep 
Score: -18830718.000000 Penalty: 5972.296875
	Iteration 110Q: 3 clusters Score -1.883072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 168046 members 
Entering Unmasked Estep 
Score: -18830718.000000 Penalty: 5972.296875
	Iteration 111F: 3 clusters Score -1.883072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (115928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115928 members 
Entering Unmasked Estep 
Score: -13140575.000000 Penalty: 2891.859619
	Iteration 0F: 2 clusters Score -1.314058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -13063090.000000 Penalty: 5783.719238
	Iteration 0F: 3 clusters Score -1.306309e+07 nChanged 54967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54354 members 
Mstep: Class 2 contains 61574 members 
Entering Unmasked Estep 
Score: -13094819.000000 Penalty: 5783.719238
	Iteration 1F: 3 clusters Score -1.309482e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 63621 members 
Entering Unmasked Estep 
Score: -13096033.000000 Penalty: 5783.719238
	Iteration 2Q: 3 clusters Score -1.309603e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 66771 members 
Entering Unmasked Estep 
Score: -13097865.000000 Penalty: 5783.719238
	Iteration 3Q: 3 clusters Score -1.309786e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -13100495.000000 Penalty: 5783.719238
	Iteration 4Q: 3 clusters Score -1.31005e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 78171 members 
Entering Unmasked Estep 
Score: -13104904.000000 Penalty: 5783.719238
	Iteration 5F: 3 clusters Score -1.31049e+07 nChanged 8941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 86778 members 
Entering Unmasked Estep 
Score: -13111732.000000 Penalty: 5783.719238
	Iteration 6F: 3 clusters Score -1.311173e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 96066 members 
Entering Unmasked Estep 
Score: -13120345.000000 Penalty: 5783.719238
	Iteration 7F: 3 clusters Score -1.312034e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 104032 members 
Entering Unmasked Estep 
Score: -13127938.000000 Penalty: 5783.719238
	Iteration 8F: 3 clusters Score -1.312794e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 109315 members 
Entering Unmasked Estep 
Score: -13132697.000000 Penalty: 5783.719238
	Iteration 9Q: 3 clusters Score -1.31327e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 112346 members 
Entering Unmasked Estep 
Score: -13135512.000000 Penalty: 5783.719238
	Iteration 10Q: 3 clusters Score -1.313551e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 113912 members 
Entering Unmasked Estep 
Score: -13136837.000000 Penalty: 5783.719238
	Iteration 11Q: 3 clusters Score -1.313684e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 114637 members 
Entering Unmasked Estep 
Score: -13137400.000000 Penalty: 5783.719238
	Iteration 12Q: 3 clusters Score -1.31374e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 114961 members 
Entering Unmasked Estep 
Score: -13137667.000000 Penalty: 5783.719238
	Iteration 13Q: 3 clusters Score -1.313767e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 115142 members 
Entering Unmasked Estep 
Score: -13137851.000000 Penalty: 5783.719238
	Iteration 14Q: 3 clusters Score -1.313785e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 115231 members 
Entering Unmasked Estep 
Score: -13137940.000000 Penalty: 5783.719238
	Iteration 15Q: 3 clusters Score -1.313794e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 115279 members 
Entering Unmasked Estep 
Score: -13138002.000000 Penalty: 5783.719238
	Iteration 16Q: 3 clusters Score -1.3138e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 115309 members 
Entering Unmasked Estep 
Score: -13138053.000000 Penalty: 5783.719238
	Iteration 17Q: 3 clusters Score -1.313805e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 115323 members 
Entering Unmasked Estep 
Score: -13138097.000000 Penalty: 5783.719238
	Iteration 18Q: 3 clusters Score -1.31381e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 115341 members 
Entering Unmasked Estep 
Score: -13138111.000000 Penalty: 5783.719238
	Iteration 19Q: 3 clusters Score -1.313811e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 115357 members 
Entering Unmasked Estep 
Score: -13138124.000000 Penalty: 5783.719238
	Iteration 20F: 3 clusters Score -1.313812e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 115369 members 
Entering Unmasked Estep 
Score: -13138139.000000 Penalty: 5783.719238
	Iteration 21Q: 3 clusters Score -1.313814e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 115375 members 
Entering Unmasked Estep 
Score: -13138154.000000 Penalty: 5783.719238
	Iteration 22Q: 3 clusters Score -1.313815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 115381 members 
Entering Unmasked Estep 
Score: -13138153.000000 Penalty: 5783.719238
	Iteration 23Q: 3 clusters Score -1.313815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 115385 members 
Entering Unmasked Estep 
Score: -13138183.000000 Penalty: 5783.719238
	Iteration 24Q: 3 clusters Score -1.313818e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 115389 members 
Entering Unmasked Estep 
Score: -13138185.000000 Penalty: 5783.719238
	Iteration 25Q: 3 clusters Score -1.313818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 115393 members 
Entering Unmasked Estep 
Score: -13138184.000000 Penalty: 5783.719238
	Iteration 26Q: 3 clusters Score -1.313818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 115400 members 
Entering Unmasked Estep 
Score: -13138182.000000 Penalty: 5783.719238
	Iteration 27Q: 3 clusters Score -1.313818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 115403 members 
Entering Unmasked Estep 
Score: -13138180.000000 Penalty: 5783.719238
	Iteration 28Q: 3 clusters Score -1.313818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 115406 members 
Entering Unmasked Estep 
Score: -13138194.000000 Penalty: 5783.719238
	Iteration 29Q: 3 clusters Score -1.313819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 115410 members 
Entering Unmasked Estep 
Score: -13138201.000000 Penalty: 5783.719238
	Iteration 30Q: 3 clusters Score -1.31382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 115408 members 
Entering Unmasked Estep 
Score: -13138214.000000 Penalty: 5783.719238
	Iteration 31Q: 3 clusters Score -1.313821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 115409 members 
Entering Unmasked Estep 
Score: -13138220.000000 Penalty: 5783.719238
	Iteration 32Q: 3 clusters Score -1.313822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 115409 members 
Entering Unmasked Estep 
Score: -13138218.000000 Penalty: 5783.719238
	Iteration 33Q: 3 clusters Score -1.313822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 115408 members 
Entering Unmasked Estep 
Score: -13138223.000000 Penalty: 5783.719238
	Iteration 34Q: 3 clusters Score -1.313822e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 115411 members 
Entering Unmasked Estep 
Score: -13138216.000000 Penalty: 5783.719238
	Iteration 35Q: 3 clusters Score -1.313822e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 115412 members 
Entering Unmasked Estep 
Score: -13138212.000000 Penalty: 5783.719238
	Iteration 36Q: 3 clusters Score -1.313821e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 115413 members 
Entering Unmasked Estep 
Score: -13138223.000000 Penalty: 5783.719238
	Iteration 37Q: 3 clusters Score -1.313822e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 115413 members 
Entering Unmasked Estep 
Score: -13138223.000000 Penalty: 5783.719238
	Iteration 38F: 3 clusters Score -1.313822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Entering Unmasked Estep 
Score: -5456450.000000 Penalty: 2684.329590
	Iteration 0F: 2 clusters Score -5456450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -5422600.000000 Penalty: 5368.659180
	Iteration 0F: 3 clusters Score -5422600 nChanged 23265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -5435360.500000 Penalty: 5368.659180
	Iteration 1F: 3 clusters Score -5435360 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -5435851.000000 Penalty: 5368.659180
	Iteration 2Q: 3 clusters Score -5435851 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -5436398.000000 Penalty: 5368.659180
	Iteration 3Q: 3 clusters Score -5436398 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -5436957.000000 Penalty: 5368.659180
	Iteration 4Q: 3 clusters Score -5436957 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -5437528.500000 Penalty: 5368.659180
	Iteration 5Q: 3 clusters Score -5437528 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -5438101.000000 Penalty: 5368.659180
	Iteration 6Q: 3 clusters Score -5438101 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -5438708.500000 Penalty: 5368.659180
	Iteration 7Q: 3 clusters Score -5438708 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -5439220.000000 Penalty: 5368.659180
	Iteration 8Q: 3 clusters Score -5439220 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -5439846.500000 Penalty: 5368.659180
	Iteration 9Q: 3 clusters Score -5439846 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -5440516.500000 Penalty: 5368.659180
	Iteration 10Q: 3 clusters Score -5440516 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -5441500.500000 Penalty: 5368.659180
	Iteration 11Q: 3 clusters Score -5441500 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -5442741.000000 Penalty: 5368.659180
	Iteration 12Q: 3 clusters Score -5442741 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -5444315.500000 Penalty: 5368.659180
	Iteration 13Q: 3 clusters Score -5444316 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -5446037.000000 Penalty: 5368.659180
	Iteration 14Q: 3 clusters Score -5446037 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -5447549.500000 Penalty: 5368.659180
	Iteration 15Q: 3 clusters Score -5447550 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -5448764.000000 Penalty: 5368.659180
	Iteration 16Q: 3 clusters Score -5448764 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -5449788.500000 Penalty: 5368.659180
	Iteration 17Q: 3 clusters Score -5449788 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -5450547.500000 Penalty: 5368.659180
	Iteration 18Q: 3 clusters Score -5450548 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -5451200.000000 Penalty: 5368.659180
	Iteration 19Q: 3 clusters Score -5451200 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -5451775.000000 Penalty: 5368.659180
	Iteration 20F: 3 clusters Score -5451775 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -5452241.000000 Penalty: 5368.659180
	Iteration 21Q: 3 clusters Score -5452241 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -5452603.500000 Penalty: 5368.659180
	Iteration 22Q: 3 clusters Score -5452604 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -5452924.500000 Penalty: 5368.659180
	Iteration 23Q: 3 clusters Score -5452924 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -5453154.000000 Penalty: 5368.659180
	Iteration 24Q: 3 clusters Score -5453154 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -5453345.000000 Penalty: 5368.659180
	Iteration 25Q: 3 clusters Score -5453345 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -5453502.000000 Penalty: 5368.659180
	Iteration 26Q: 3 clusters Score -5453502 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -5453648.000000 Penalty: 5368.659180
	Iteration 27Q: 3 clusters Score -5453648 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5453795.000000 Penalty: 5368.659180
	Iteration 28Q: 3 clusters Score -5453795 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -5453892.500000 Penalty: 5368.659180
	Iteration 29Q: 3 clusters Score -5453892 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -5453966.500000 Penalty: 5368.659180
	Iteration 30Q: 3 clusters Score -5453966 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5454025.500000 Penalty: 5368.659180
	Iteration 31Q: 3 clusters Score -5454026 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5454066.500000 Penalty: 5368.659180
	Iteration 32Q: 3 clusters Score -5454066 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5454103.500000 Penalty: 5368.659180
	Iteration 33Q: 3 clusters Score -5454104 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5454138.000000 Penalty: 5368.659180
	Iteration 34Q: 3 clusters Score -5454138 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5454160.500000 Penalty: 5368.659180
	Iteration 35Q: 3 clusters Score -5454160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5454183.000000 Penalty: 5368.659180
	Iteration 36Q: 3 clusters Score -5454183 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5454202.500000 Penalty: 5368.659180
	Iteration 37Q: 3 clusters Score -5454202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5454226.500000 Penalty: 5368.659180
	Iteration 38Q: 3 clusters Score -5454226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5454235.000000 Penalty: 5368.659180
	Iteration 39Q: 3 clusters Score -5454235 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5454247.000000 Penalty: 5368.659180
	Iteration 40F: 3 clusters Score -5454247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5454255.500000 Penalty: 5368.659180
	Iteration 41Q: 3 clusters Score -5454256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5454272.000000 Penalty: 5368.659180
	Iteration 42Q: 3 clusters Score -5454272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5454290.500000 Penalty: 5368.659180
	Iteration 43Q: 3 clusters Score -5454290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5454289.000000 Penalty: 5368.659180
	Iteration 44Q: 3 clusters Score -5454289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5454290.000000 Penalty: 5368.659180
	Iteration 45Q: 3 clusters Score -5454290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5454300.000000 Penalty: 5368.659180
	Iteration 46Q: 3 clusters Score -5454300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5454302.500000 Penalty: 5368.659180
	Iteration 47Q: 3 clusters Score -5454302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5454309.500000 Penalty: 5368.659180
	Iteration 48Q: 3 clusters Score -5454310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -5454308.500000 Penalty: 5368.659180
	Iteration 49Q: 3 clusters Score -5454308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5454315.000000 Penalty: 5368.659180
	Iteration 50Q: 3 clusters Score -5454315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5454317.500000 Penalty: 5368.659180
	Iteration 51Q: 3 clusters Score -5454318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48762 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5454314.500000 Penalty: 5368.659180
	Iteration 52Q: 3 clusters Score -5454314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5454317.500000 Penalty: 5368.659180
	Iteration 53Q: 3 clusters Score -5454318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5454315.500000 Penalty: 5368.659180
	Iteration 54Q: 3 clusters Score -5454316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5454314.500000 Penalty: 5368.659180
	Iteration 55Q: 3 clusters Score -5454314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5454321.000000 Penalty: 5368.659180
	Iteration 56Q: 3 clusters Score -5454321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5454321.000000 Penalty: 5368.659180
	Iteration 57F: 3 clusters Score -5454321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Entering Unmasked Estep 
Score: -5571038.500000 Penalty: 2679.803467
	Iteration 0F: 2 clusters Score -5571038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -5537996.000000 Penalty: 5359.606934
	Iteration 0F: 3 clusters Score -5537996 nChanged 22627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -5550554.000000 Penalty: 5359.606934
	Iteration 1F: 3 clusters Score -5550554 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -5551059.500000 Penalty: 5359.606934
	Iteration 2Q: 3 clusters Score -5551060 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -5551524.500000 Penalty: 5359.606934
	Iteration 3Q: 3 clusters Score -5551524 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -5551972.500000 Penalty: 5359.606934
	Iteration 4Q: 3 clusters Score -5551972 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -5552462.000000 Penalty: 5359.606934
	Iteration 5Q: 3 clusters Score -5552462 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -5553012.000000 Penalty: 5359.606934
	Iteration 6Q: 3 clusters Score -5553012 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -5553823.500000 Penalty: 5359.606934
	Iteration 7Q: 3 clusters Score -5553824 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -5554995.000000 Penalty: 5359.606934
	Iteration 8Q: 3 clusters Score -5554995 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 34205 members 
Entering Unmasked Estep 
Score: -5556696.500000 Penalty: 5359.606934
	Iteration 9F: 3 clusters Score -5556696 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -5558910.000000 Penalty: 5359.606934
	Iteration 10F: 3 clusters Score -5558910 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -5561450.000000 Penalty: 5359.606934
	Iteration 11F: 3 clusters Score -5561450 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -5563864.000000 Penalty: 5359.606934
	Iteration 12F: 3 clusters Score -5563864 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -5565842.500000 Penalty: 5359.606934
	Iteration 13Q: 3 clusters Score -5565842 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -5567005.500000 Penalty: 5359.606934
	Iteration 14Q: 3 clusters Score -5567006 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -5567725.500000 Penalty: 5359.606934
	Iteration 15Q: 3 clusters Score -5567726 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -5568081.000000 Penalty: 5359.606934
	Iteration 16Q: 3 clusters Score -5568081 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -5568343.000000 Penalty: 5359.606934
	Iteration 17Q: 3 clusters Score -5568343 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -5568489.500000 Penalty: 5359.606934
	Iteration 18Q: 3 clusters Score -5568490 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 48263 members 
Entering Unmasked Estep 
Score: -5568596.500000 Penalty: 5359.606934
	Iteration 19Q: 3 clusters Score -5568596 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -5568660.000000 Penalty: 5359.606934
	Iteration 20F: 3 clusters Score -5568660 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -5568719.500000 Penalty: 5359.606934
	Iteration 21Q: 3 clusters Score -5568720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -5568755.000000 Penalty: 5359.606934
	Iteration 22Q: 3 clusters Score -5568755 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -5568769.000000 Penalty: 5359.606934
	Iteration 23Q: 3 clusters Score -5568769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -5568787.000000 Penalty: 5359.606934
	Iteration 24Q: 3 clusters Score -5568787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -5568794.500000 Penalty: 5359.606934
	Iteration 25Q: 3 clusters Score -5568794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -5568800.500000 Penalty: 5359.606934
	Iteration 26Q: 3 clusters Score -5568800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -5568810.000000 Penalty: 5359.606934
	Iteration 27Q: 3 clusters Score -5568810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -5568821.000000 Penalty: 5359.606934
	Iteration 28Q: 3 clusters Score -5568821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -5568841.500000 Penalty: 5359.606934
	Iteration 29Q: 3 clusters Score -5568842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -5568851.500000 Penalty: 5359.606934
	Iteration 30Q: 3 clusters Score -5568852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -5568856.500000 Penalty: 5359.606934
	Iteration 31Q: 3 clusters Score -5568856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -5568857.500000 Penalty: 5359.606934
	Iteration 32Q: 3 clusters Score -5568858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -5568866.500000 Penalty: 5359.606934
	Iteration 33Q: 3 clusters Score -5568866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -5568867.500000 Penalty: 5359.606934
	Iteration 34Q: 3 clusters Score -5568868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -5568862.500000 Penalty: 5359.606934
	Iteration 35Q: 3 clusters Score -5568862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -5568869.000000 Penalty: 5359.606934
	Iteration 36Q: 3 clusters Score -5568869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -5568869.000000 Penalty: 5359.606934
	Iteration 37Q: 3 clusters Score -5568869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -5568871.500000 Penalty: 5359.606934
	Iteration 38Q: 3 clusters Score -5568872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -5568871.500000 Penalty: 5359.606934
	Iteration 39F: 3 clusters Score -5568872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -87575.882812 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -87575.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -85781.125000 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -85781.12 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -86493.921875 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -86493.92 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -86806.671875 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -86806.67 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -86989.523438 Penalty: 3420.760254
	Iteration 3F: 3 clusters Score -86989.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -87099.140625 Penalty: 3420.760254
	Iteration 4Q: 3 clusters Score -87099.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -87223.257812 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -87223.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -87293.648438 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -87293.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -87335.554688 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -87335.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -87365.664062 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -87365.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -87389.468750 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -87389.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -87407.015625 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -87407.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -87430.203125 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -87430.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -87451.914062 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -87451.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -87464.273438 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -87464.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -87475.664062 Penalty: 3420.760254
	Iteration 14Q: 3 clusters Score -87475.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -87482.242188 Penalty: 3420.760254
	Iteration 15Q: 3 clusters Score -87482.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -87493.484375 Penalty: 3420.760254
	Iteration 16Q: 3 clusters Score -87493.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -87505.796875 Penalty: 3420.760254
	Iteration 17Q: 3 clusters Score -87505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -87511.468750 Penalty: 3420.760254
	Iteration 18Q: 3 clusters Score -87511.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -87518.101562 Penalty: 3420.760254
	Iteration 19Q: 3 clusters Score -87518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -87525.445312 Penalty: 3420.760254
	Iteration 20F: 3 clusters Score -87525.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -87540.687500 Penalty: 3420.760254
	Iteration 21Q: 3 clusters Score -87540.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -87543.953125 Penalty: 3420.760254
	Iteration 22Q: 3 clusters Score -87543.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -87548.328125 Penalty: 3420.760254
	Iteration 23Q: 3 clusters Score -87548.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -87549.210938 Penalty: 3420.760254
	Iteration 24Q: 3 clusters Score -87549.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -87549.210938 Penalty: 3420.760254
	Iteration 25F: 3 clusters Score -87549.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (64815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64815 members 
Entering Unmasked Estep 
Score: -7280299.500000 Penalty: 2747.664551
	Iteration 0F: 2 clusters Score -7280300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -7236801.500000 Penalty: 5495.329102
	Iteration 0F: 3 clusters Score -7236802 nChanged 30264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -7253635.500000 Penalty: 5495.329102
	Iteration 1F: 3 clusters Score -7253636 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -7254166.500000 Penalty: 5495.329102
	Iteration 2Q: 3 clusters Score -7254166 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -7254706.500000 Penalty: 5495.329102
	Iteration 3Q: 3 clusters Score -7254706 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -7255363.500000 Penalty: 5495.329102
	Iteration 4Q: 3 clusters Score -7255364 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -7256108.500000 Penalty: 5495.329102
	Iteration 5Q: 3 clusters Score -7256108 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -7257175.500000 Penalty: 5495.329102
	Iteration 6Q: 3 clusters Score -7257176 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -7258697.500000 Penalty: 5495.329102
	Iteration 7Q: 3 clusters Score -7258698 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -7261019.500000 Penalty: 5495.329102
	Iteration 8F: 3 clusters Score -7261020 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -7264258.000000 Penalty: 5495.329102
	Iteration 9F: 3 clusters Score -7264258 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -7268301.500000 Penalty: 5495.329102
	Iteration 10F: 3 clusters Score -7268302 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -7272299.000000 Penalty: 5495.329102
	Iteration 11F: 3 clusters Score -7272299 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61601 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -7275129.000000 Penalty: 5495.329102
	Iteration 12Q: 3 clusters Score -7275129 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63326 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7276653.000000 Penalty: 5495.329102
	Iteration 13Q: 3 clusters Score -7276653 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64059 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7277301.000000 Penalty: 5495.329102
	Iteration 14Q: 3 clusters Score -7277301 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64323 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7277585.000000 Penalty: 5495.329102
	Iteration 15Q: 3 clusters Score -7277585 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7277728.000000 Penalty: 5495.329102
	Iteration 16Q: 3 clusters Score -7277728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7277799.500000 Penalty: 5495.329102
	Iteration 17Q: 3 clusters Score -7277800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64525 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7277839.500000 Penalty: 5495.329102
	Iteration 18Q: 3 clusters Score -7277840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7277869.000000 Penalty: 5495.329102
	Iteration 19Q: 3 clusters Score -7277869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7277885.500000 Penalty: 5495.329102
	Iteration 20F: 3 clusters Score -7277886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7277897.000000 Penalty: 5495.329102
	Iteration 21Q: 3 clusters Score -7277897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7277906.500000 Penalty: 5495.329102
	Iteration 22Q: 3 clusters Score -7277906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7277906.500000 Penalty: 5495.329102
	Iteration 23F: 3 clusters Score -7277906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -3969030.500000 Penalty: 2594.913574
	Iteration 0F: 2 clusters Score -3969030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3945141.250000 Penalty: 5189.827148
	Iteration 0F: 3 clusters Score -3945141 nChanged 15886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -3953877.000000 Penalty: 5189.827148
	Iteration 1F: 3 clusters Score -3953877 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -3954448.250000 Penalty: 5189.827148
	Iteration 2Q: 3 clusters Score -3954448 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -3955033.750000 Penalty: 5189.827148
	Iteration 3Q: 3 clusters Score -3955034 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -3955879.000000 Penalty: 5189.827148
	Iteration 4Q: 3 clusters Score -3955879 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3957172.000000 Penalty: 5189.827148
	Iteration 5F: 3 clusters Score -3957172 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3959141.000000 Penalty: 5189.827148
	Iteration 6F: 3 clusters Score -3959141 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -3961716.750000 Penalty: 5189.827148
	Iteration 7F: 3 clusters Score -3961717 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -3964145.500000 Penalty: 5189.827148
	Iteration 8F: 3 clusters Score -3964146 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -3965624.500000 Penalty: 5189.827148
	Iteration 9Q: 3 clusters Score -3965624 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -3966268.750000 Penalty: 5189.827148
	Iteration 10Q: 3 clusters Score -3966269 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -3966509.500000 Penalty: 5189.827148
	Iteration 11Q: 3 clusters Score -3966510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -3966597.750000 Penalty: 5189.827148
	Iteration 12Q: 3 clusters Score -3966598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -3966635.000000 Penalty: 5189.827148
	Iteration 13Q: 3 clusters Score -3966635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -3966645.500000 Penalty: 5189.827148
	Iteration 14Q: 3 clusters Score -3966646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -3966651.000000 Penalty: 5189.827148
	Iteration 15Q: 3 clusters Score -3966651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -3966656.000000 Penalty: 5189.827148
	Iteration 16Q: 3 clusters Score -3966656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -3966665.750000 Penalty: 5189.827148
	Iteration 17Q: 3 clusters Score -3966666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -3966674.500000 Penalty: 5189.827148
	Iteration 18Q: 3 clusters Score -3966674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -3966681.750000 Penalty: 5189.827148
	Iteration 19Q: 3 clusters Score -3966682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -3966686.500000 Penalty: 5189.827148
	Iteration 20F: 3 clusters Score -3966686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -3966694.000000 Penalty: 5189.827148
	Iteration 21Q: 3 clusters Score -3966694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -3966698.750000 Penalty: 5189.827148
	Iteration 22Q: 3 clusters Score -3966699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -3966702.750000 Penalty: 5189.827148
	Iteration 23Q: 3 clusters Score -3966703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -3966708.750000 Penalty: 5189.827148
	Iteration 24Q: 3 clusters Score -3966709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -3966713.250000 Penalty: 5189.827148
	Iteration 25Q: 3 clusters Score -3966713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -3966714.250000 Penalty: 5189.827148
	Iteration 26Q: 3 clusters Score -3966714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -3966714.250000 Penalty: 5189.827148
	Iteration 27F: 3 clusters Score -3966714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Entering Unmasked Estep 
Score: -569541.000000 Penalty: 2116.102783
	Iteration 0F: 2 clusters Score -569541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -564993.750000 Penalty: 4232.205566
	Iteration 0F: 3 clusters Score -564993.8 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -566095.937500 Penalty: 4232.205566
	Iteration 1F: 3 clusters Score -566095.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -566320.625000 Penalty: 4232.205566
	Iteration 2F: 3 clusters Score -566320.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -566489.687500 Penalty: 4232.205566
	Iteration 3F: 3 clusters Score -566489.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -566616.812500 Penalty: 4232.205566
	Iteration 4Q: 3 clusters Score -566616.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -566720.875000 Penalty: 4232.205566
	Iteration 5Q: 3 clusters Score -566720.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -566801.812500 Penalty: 4232.205566
	Iteration 6Q: 3 clusters Score -566801.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -566864.562500 Penalty: 4232.205566
	Iteration 7Q: 3 clusters Score -566864.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -566915.375000 Penalty: 4232.205566
	Iteration 8Q: 3 clusters Score -566915.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -566965.375000 Penalty: 4232.205566
	Iteration 9Q: 3 clusters Score -566965.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -567011.812500 Penalty: 4232.205566
	Iteration 10Q: 3 clusters Score -567011.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -567052.500000 Penalty: 4232.205566
	Iteration 11Q: 3 clusters Score -567052.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -567091.000000 Penalty: 4232.205566
	Iteration 12Q: 3 clusters Score -567091 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -567129.312500 Penalty: 4232.205566
	Iteration 13Q: 3 clusters Score -567129.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -567170.750000 Penalty: 4232.205566
	Iteration 14Q: 3 clusters Score -567170.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -567209.375000 Penalty: 4232.205566
	Iteration 15Q: 3 clusters Score -567209.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -567256.250000 Penalty: 4232.205566
	Iteration 16Q: 3 clusters Score -567256.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -567320.750000 Penalty: 4232.205566
	Iteration 17Q: 3 clusters Score -567320.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -567376.937500 Penalty: 4232.205566
	Iteration 18Q: 3 clusters Score -567376.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -567428.187500 Penalty: 4232.205566
	Iteration 19Q: 3 clusters Score -567428.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -567470.625000 Penalty: 4232.205566
	Iteration 20F: 3 clusters Score -567470.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -567519.125000 Penalty: 4232.205566
	Iteration 21Q: 3 clusters Score -567519.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -567561.312500 Penalty: 4232.205566
	Iteration 22Q: 3 clusters Score -567561.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -567602.812500 Penalty: 4232.205566
	Iteration 23Q: 3 clusters Score -567602.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -567647.125000 Penalty: 4232.205566
	Iteration 24Q: 3 clusters Score -567647.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -567683.500000 Penalty: 4232.205566
	Iteration 25Q: 3 clusters Score -567683.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -567714.812500 Penalty: 4232.205566
	Iteration 26Q: 3 clusters Score -567714.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -567738.562500 Penalty: 4232.205566
	Iteration 27Q: 3 clusters Score -567738.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -567753.562500 Penalty: 4232.205566
	Iteration 28Q: 3 clusters Score -567753.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -567763.250000 Penalty: 4232.205566
	Iteration 29Q: 3 clusters Score -567763.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -567769.812500 Penalty: 4232.205566
	Iteration 30Q: 3 clusters Score -567769.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -567779.000000 Penalty: 4232.205566
	Iteration 31Q: 3 clusters Score -567779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -567788.000000 Penalty: 4232.205566
	Iteration 32Q: 3 clusters Score -567788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -567797.062500 Penalty: 4232.205566
	Iteration 33Q: 3 clusters Score -567797.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -567807.250000 Penalty: 4232.205566
	Iteration 34Q: 3 clusters Score -567807.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -567822.312500 Penalty: 4232.205566
	Iteration 35Q: 3 clusters Score -567822.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -567837.000000 Penalty: 4232.205566
	Iteration 36Q: 3 clusters Score -567837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -567843.187500 Penalty: 4232.205566
	Iteration 37Q: 3 clusters Score -567843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -567846.750000 Penalty: 4232.205566
	Iteration 38Q: 3 clusters Score -567846.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -567849.750000 Penalty: 4232.205566
	Iteration 39Q: 3 clusters Score -567849.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -567854.062500 Penalty: 4232.205566
	Iteration 40F: 3 clusters Score -567854.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -567858.625000 Penalty: 4232.205566
	Iteration 41Q: 3 clusters Score -567858.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -567865.000000 Penalty: 4232.205566
	Iteration 42Q: 3 clusters Score -567865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -567871.687500 Penalty: 4232.205566
	Iteration 43Q: 3 clusters Score -567871.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -567879.500000 Penalty: 4232.205566
	Iteration 44Q: 3 clusters Score -567879.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -567885.687500 Penalty: 4232.205566
	Iteration 45Q: 3 clusters Score -567885.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -567888.750000 Penalty: 4232.205566
	Iteration 46Q: 3 clusters Score -567888.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -567892.562500 Penalty: 4232.205566
	Iteration 47Q: 3 clusters Score -567892.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -567893.187500 Penalty: 4232.205566
	Iteration 48Q: 3 clusters Score -567893.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -567896.312500 Penalty: 4232.205566
	Iteration 49Q: 3 clusters Score -567896.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -567898.312500 Penalty: 4232.205566
	Iteration 50Q: 3 clusters Score -567898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -567899.125000 Penalty: 4232.205566
	Iteration 51Q: 3 clusters Score -567899.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -567899.125000 Penalty: 4232.205566
	Iteration 52F: 3 clusters Score -567899.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Entering Unmasked Estep 
Score: -469022.531250 Penalty: 2080.899170
	Iteration 0F: 2 clusters Score -469022.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -464848.531250 Penalty: 4161.798340
	Iteration 0F: 3 clusters Score -464848.5 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -465893.062500 Penalty: 4161.798340
	Iteration 1F: 3 clusters Score -465893.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -466291.468750 Penalty: 4161.798340
	Iteration 2F: 3 clusters Score -466291.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -466623.218750 Penalty: 4161.798340
	Iteration 3F: 3 clusters Score -466623.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -466876.656250 Penalty: 4161.798340
	Iteration 4F: 3 clusters Score -466876.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -467053.687500 Penalty: 4161.798340
	Iteration 5F: 3 clusters Score -467053.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -467196.031250 Penalty: 4161.798340
	Iteration 6Q: 3 clusters Score -467196 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -467293.093750 Penalty: 4161.798340
	Iteration 7Q: 3 clusters Score -467293.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -467387.562500 Penalty: 4161.798340
	Iteration 8Q: 3 clusters Score -467387.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -467452.531250 Penalty: 4161.798340
	Iteration 9Q: 3 clusters Score -467452.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -467507.375000 Penalty: 4161.798340
	Iteration 10Q: 3 clusters Score -467507.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -467547.031250 Penalty: 4161.798340
	Iteration 11Q: 3 clusters Score -467547 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -467580.656250 Penalty: 4161.798340
	Iteration 12Q: 3 clusters Score -467580.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -467610.593750 Penalty: 4161.798340
	Iteration 13Q: 3 clusters Score -467610.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -467628.062500 Penalty: 4161.798340
	Iteration 14Q: 3 clusters Score -467628.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -467642.218750 Penalty: 4161.798340
	Iteration 15Q: 3 clusters Score -467642.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -467653.375000 Penalty: 4161.798340
	Iteration 16Q: 3 clusters Score -467653.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -467664.312500 Penalty: 4161.798340
	Iteration 17Q: 3 clusters Score -467664.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -467671.281250 Penalty: 4161.798340
	Iteration 18Q: 3 clusters Score -467671.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -467680.406250 Penalty: 4161.798340
	Iteration 19Q: 3 clusters Score -467680.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -467688.593750 Penalty: 4161.798340
	Iteration 20F: 3 clusters Score -467688.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -467697.250000 Penalty: 4161.798340
	Iteration 21Q: 3 clusters Score -467697.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -467700.312500 Penalty: 4161.798340
	Iteration 22Q: 3 clusters Score -467700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -467700.906250 Penalty: 4161.798340
	Iteration 23Q: 3 clusters Score -467700.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -467702.468750 Penalty: 4161.798340
	Iteration 24Q: 3 clusters Score -467702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -467703.500000 Penalty: 4161.798340
	Iteration 25Q: 3 clusters Score -467703.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -467703.500000 Penalty: 4161.798340
	Iteration 26F: 3 clusters Score -467703.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -20893758.000000 Penalty: 3012.126221
	Iteration 0F: 2 clusters Score -2.089376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94056 members 
Mstep: Class 2 contains 94221 members 
Entering Unmasked Estep 
Score: -20770798.000000 Penalty: 6024.252441
	Iteration 0F: 3 clusters Score -2.07708e+07 nChanged 90553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 95264 members 
Entering Unmasked Estep 
Score: -20823544.000000 Penalty: 6024.252441
	Iteration 1F: 3 clusters Score -2.082354e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92200 members 
Mstep: Class 2 contains 96077 members 
Entering Unmasked Estep 
Score: -20824264.000000 Penalty: 6024.252441
	Iteration 2Q: 3 clusters Score -2.082426e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 97339 members 
Entering Unmasked Estep 
Score: -20825106.000000 Penalty: 6024.252441
	Iteration 3Q: 3 clusters Score -2.082511e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89059 members 
Mstep: Class 2 contains 99218 members 
Entering Unmasked Estep 
Score: -20825756.000000 Penalty: 6024.252441
	Iteration 4Q: 3 clusters Score -2.082576e+07 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86214 members 
Mstep: Class 2 contains 102063 members 
Entering Unmasked Estep 
Score: -20826822.000000 Penalty: 6024.252441
	Iteration 5Q: 3 clusters Score -2.082682e+07 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81829 members 
Mstep: Class 2 contains 106448 members 
Entering Unmasked Estep 
Score: -20828284.000000 Penalty: 6024.252441
	Iteration 6Q: 3 clusters Score -2.082828e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 112980 members 
Entering Unmasked Estep 
Score: -20831062.000000 Penalty: 6024.252441
	Iteration 7Q: 3 clusters Score -2.083106e+07 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 122536 members 
Entering Unmasked Estep 
Score: -20836200.000000 Penalty: 6024.252441
	Iteration 8F: 3 clusters Score -2.08362e+07 nChanged 13175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 135615 members 
Entering Unmasked Estep 
Score: -20845204.000000 Penalty: 6024.252441
	Iteration 9F: 3 clusters Score -2.08452e+07 nChanged 16221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 151814 members 
Entering Unmasked Estep 
Score: -20858908.000000 Penalty: 6024.252441
	Iteration 10F: 3 clusters Score -2.085891e+07 nChanged 16144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 167954 members 
Entering Unmasked Estep 
Score: -20873388.000000 Penalty: 6024.252441
	Iteration 11F: 3 clusters Score -2.087339e+07 nChanged 11663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 179615 members 
Entering Unmasked Estep 
Score: -20883736.000000 Penalty: 6024.252441
	Iteration 12F: 3 clusters Score -2.088374e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 185418 members 
Entering Unmasked Estep 
Score: -20888614.000000 Penalty: 6024.252441
	Iteration 13Q: 3 clusters Score -2.088861e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 187376 members 
Entering Unmasked Estep 
Score: -20890308.000000 Penalty: 6024.252441
	Iteration 14Q: 3 clusters Score -2.089031e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 187873 members 
Entering Unmasked Estep 
Score: -20890756.000000 Penalty: 6024.252441
	Iteration 15Q: 3 clusters Score -2.089076e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 187992 members 
Entering Unmasked Estep 
Score: -20890938.000000 Penalty: 6024.252441
	Iteration 16Q: 3 clusters Score -2.089094e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 188024 members 
Entering Unmasked Estep 
Score: -20891002.000000 Penalty: 6024.252441
	Iteration 17Q: 3 clusters Score -2.0891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 188042 members 
Entering Unmasked Estep 
Score: -20891068.000000 Penalty: 6024.252441
	Iteration 18Q: 3 clusters Score -2.089107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 188052 members 
Entering Unmasked Estep 
Score: -20891086.000000 Penalty: 6024.252441
	Iteration 19Q: 3 clusters Score -2.089109e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 188056 members 
Entering Unmasked Estep 
Score: -20891114.000000 Penalty: 6024.252441
	Iteration 20F: 3 clusters Score -2.089111e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 188057 members 
Entering Unmasked Estep 
Score: -20891112.000000 Penalty: 6024.252441
	Iteration 21Q: 3 clusters Score -2.089111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 188059 members 
Entering Unmasked Estep 
Score: -20891114.000000 Penalty: 6024.252441
	Iteration 22Q: 3 clusters Score -2.089111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 188062 members 
Entering Unmasked Estep 
Score: -20891118.000000 Penalty: 6024.252441
	Iteration 23Q: 3 clusters Score -2.089112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 188063 members 
Entering Unmasked Estep 
Score: -20891128.000000 Penalty: 6024.252441
	Iteration 24Q: 3 clusters Score -2.089113e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 188063 members 
Entering Unmasked Estep 
Score: -20891128.000000 Penalty: 6024.252441
	Iteration 25F: 3 clusters Score -2.089113e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -106628.195312 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -106628.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -104687.179688 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -104687.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105010.804688 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -105010.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -105100.960938 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -105101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105161.070312 Penalty: 3433.142334
	Iteration 3Q: 3 clusters Score -105161.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105193.039062 Penalty: 3433.142334
	Iteration 4Q: 3 clusters Score -105193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105214.265625 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -105214.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105233.523438 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -105233.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105242.242188 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -105242.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105247.312500 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -105247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -105252.359375 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -105252.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -105268.757812 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -105268.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105279.609375 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -105279.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105283.187500 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -105283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105286.226562 Penalty: 3433.142334
	Iteration 13Q: 3 clusters Score -105286.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105287.531250 Penalty: 3433.142334
	Iteration 14Q: 3 clusters Score -105287.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105287.531250 Penalty: 3433.142334
	Iteration 15F: 3 clusters Score -105287.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -223488.453125 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -223488.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -220802.062500 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -220802.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -221243.890625 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -221243.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -221366.500000 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -221366.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -221436.656250 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -221436.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -221476.687500 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -221476.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -221492.312500 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -221492.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -221500.250000 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -221500.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -221508.359375 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -221508.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -221512.937500 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -221512.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -221516.593750 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -221516.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -221522.406250 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -221522.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -221527.484375 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -221527.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -221531.015625 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -221531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -221536.906250 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -221536.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -221541.765625 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -221541.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -221547.562500 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -221547.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -221552.312500 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -221552.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -221556.000000 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -221556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -221557.328125 Penalty: 3784.468018
	Iteration 18Q: 3 clusters Score -221557.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -221559.312500 Penalty: 3784.468018
	Iteration 19Q: 3 clusters Score -221559.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -221559.609375 Penalty: 3784.468018
	Iteration 20F: 3 clusters Score -221559.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Entering Unmasked Estep 
Score: -1711542.500000 Penalty: 2386.400391
	Iteration 0F: 2 clusters Score -1711542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1700601.750000 Penalty: 4772.800781
	Iteration 0F: 3 clusters Score -1700602 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1703927.750000 Penalty: 4772.800781
	Iteration 1F: 3 clusters Score -1703928 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1704238.250000 Penalty: 4772.800781
	Iteration 2F: 3 clusters Score -1704238 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1704481.750000 Penalty: 4772.800781
	Iteration 3Q: 3 clusters Score -1704482 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1704704.750000 Penalty: 4772.800781
	Iteration 4Q: 3 clusters Score -1704705 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1704903.500000 Penalty: 4772.800781
	Iteration 5Q: 3 clusters Score -1704904 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1705104.250000 Penalty: 4772.800781
	Iteration 6Q: 3 clusters Score -1705104 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1705300.000000 Penalty: 4772.800781
	Iteration 7Q: 3 clusters Score -1705300 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1705488.500000 Penalty: 4772.800781
	Iteration 8Q: 3 clusters Score -1705488 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1705705.500000 Penalty: 4772.800781
	Iteration 9Q: 3 clusters Score -1705706 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1705899.375000 Penalty: 4772.800781
	Iteration 10Q: 3 clusters Score -1705899 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1706095.375000 Penalty: 4772.800781
	Iteration 11Q: 3 clusters Score -1706095 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1706333.500000 Penalty: 4772.800781
	Iteration 12Q: 3 clusters Score -1706334 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1706594.750000 Penalty: 4772.800781
	Iteration 13Q: 3 clusters Score -1706595 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1706867.750000 Penalty: 4772.800781
	Iteration 14Q: 3 clusters Score -1706868 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1707130.750000 Penalty: 4772.800781
	Iteration 15Q: 3 clusters Score -1707131 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1707368.625000 Penalty: 4772.800781
	Iteration 16Q: 3 clusters Score -1707369 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1707592.000000 Penalty: 4772.800781
	Iteration 17Q: 3 clusters Score -1707592 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1707772.375000 Penalty: 4772.800781
	Iteration 18Q: 3 clusters Score -1707772 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1707894.125000 Penalty: 4772.800781
	Iteration 19Q: 3 clusters Score -1707894 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1707994.250000 Penalty: 4772.800781
	Iteration 20F: 3 clusters Score -1707994 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1708058.125000 Penalty: 4772.800781
	Iteration 21Q: 3 clusters Score -1708058 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1708090.500000 Penalty: 4772.800781
	Iteration 22Q: 3 clusters Score -1708090 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1708104.750000 Penalty: 4772.800781
	Iteration 23Q: 3 clusters Score -1708105 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1708119.625000 Penalty: 4772.800781
	Iteration 24Q: 3 clusters Score -1708120 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1708147.000000 Penalty: 4772.800781
	Iteration 25Q: 3 clusters Score -1708147 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1708158.375000 Penalty: 4772.800781
	Iteration 26Q: 3 clusters Score -1708158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1708169.750000 Penalty: 4772.800781
	Iteration 27Q: 3 clusters Score -1708170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1708181.500000 Penalty: 4772.800781
	Iteration 28Q: 3 clusters Score -1708182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1708198.500000 Penalty: 4772.800781
	Iteration 29Q: 3 clusters Score -1708198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1708204.500000 Penalty: 4772.800781
	Iteration 30Q: 3 clusters Score -1708204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1708228.250000 Penalty: 4772.800781
	Iteration 31Q: 3 clusters Score -1708228 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1708239.000000 Penalty: 4772.800781
	Iteration 32Q: 3 clusters Score -1708239 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1708260.375000 Penalty: 4772.800781
	Iteration 33Q: 3 clusters Score -1708260 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1708281.750000 Penalty: 4772.800781
	Iteration 34Q: 3 clusters Score -1708282 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1708305.500000 Penalty: 4772.800781
	Iteration 35Q: 3 clusters Score -1708306 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1708331.125000 Penalty: 4772.800781
	Iteration 36Q: 3 clusters Score -1708331 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1708350.625000 Penalty: 4772.800781
	Iteration 37Q: 3 clusters Score -1708351 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1708366.500000 Penalty: 4772.800781
	Iteration 38Q: 3 clusters Score -1708366 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1708378.000000 Penalty: 4772.800781
	Iteration 39Q: 3 clusters Score -1708378 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1708394.500000 Penalty: 4772.800781
	Iteration 40F: 3 clusters Score -1708394 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1708406.875000 Penalty: 4772.800781
	Iteration 41Q: 3 clusters Score -1708407 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1708424.125000 Penalty: 4772.800781
	Iteration 42Q: 3 clusters Score -1708424 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1708441.000000 Penalty: 4772.800781
	Iteration 43Q: 3 clusters Score -1708441 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1708467.875000 Penalty: 4772.800781
	Iteration 44Q: 3 clusters Score -1708468 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1708484.500000 Penalty: 4772.800781
	Iteration 45Q: 3 clusters Score -1708484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1708498.625000 Penalty: 4772.800781
	Iteration 46Q: 3 clusters Score -1708499 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1708512.875000 Penalty: 4772.800781
	Iteration 47Q: 3 clusters Score -1708513 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1708540.375000 Penalty: 4772.800781
	Iteration 48Q: 3 clusters Score -1708540 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1708570.750000 Penalty: 4772.800781
	Iteration 49Q: 3 clusters Score -1708571 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1708590.750000 Penalty: 4772.800781
	Iteration 50Q: 3 clusters Score -1708591 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1708611.625000 Penalty: 4772.800781
	Iteration 51Q: 3 clusters Score -1708612 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1708631.375000 Penalty: 4772.800781
	Iteration 52Q: 3 clusters Score -1708631 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1708647.750000 Penalty: 4772.800781
	Iteration 53Q: 3 clusters Score -1708648 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1708664.375000 Penalty: 4772.800781
	Iteration 54Q: 3 clusters Score -1708664 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1708690.125000 Penalty: 4772.800781
	Iteration 55Q: 3 clusters Score -1708690 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1708710.125000 Penalty: 4772.800781
	Iteration 56Q: 3 clusters Score -1708710 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1708733.250000 Penalty: 4772.800781
	Iteration 57Q: 3 clusters Score -1708733 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1708748.500000 Penalty: 4772.800781
	Iteration 58Q: 3 clusters Score -1708748 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1708768.500000 Penalty: 4772.800781
	Iteration 59Q: 3 clusters Score -1708768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1708795.500000 Penalty: 4772.800781
	Iteration 60F: 3 clusters Score -1708796 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1708814.125000 Penalty: 4772.800781
	Iteration 61Q: 3 clusters Score -1708814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1708848.875000 Penalty: 4772.800781
	Iteration 62Q: 3 clusters Score -1708849 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1708878.250000 Penalty: 4772.800781
	Iteration 63Q: 3 clusters Score -1708878 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1708913.500000 Penalty: 4772.800781
	Iteration 64Q: 3 clusters Score -1708914 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1708931.625000 Penalty: 4772.800781
	Iteration 65Q: 3 clusters Score -1708932 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1708965.250000 Penalty: 4772.800781
	Iteration 66Q: 3 clusters Score -1708965 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1708990.875000 Penalty: 4772.800781
	Iteration 67Q: 3 clusters Score -1708991 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1709024.625000 Penalty: 4772.800781
	Iteration 68Q: 3 clusters Score -1709025 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1709049.125000 Penalty: 4772.800781
	Iteration 69Q: 3 clusters Score -1709049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1709062.625000 Penalty: 4772.800781
	Iteration 70Q: 3 clusters Score -1709063 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1709084.625000 Penalty: 4772.800781
	Iteration 71Q: 3 clusters Score -1709085 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1709102.625000 Penalty: 4772.800781
	Iteration 72Q: 3 clusters Score -1709103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1709119.750000 Penalty: 4772.800781
	Iteration 73Q: 3 clusters Score -1709120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1709142.250000 Penalty: 4772.800781
	Iteration 74Q: 3 clusters Score -1709142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1709160.375000 Penalty: 4772.800781
	Iteration 75Q: 3 clusters Score -1709160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1709191.000000 Penalty: 4772.800781
	Iteration 76Q: 3 clusters Score -1709191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1709217.375000 Penalty: 4772.800781
	Iteration 77Q: 3 clusters Score -1709217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1709241.250000 Penalty: 4772.800781
	Iteration 78Q: 3 clusters Score -1709241 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1709263.750000 Penalty: 4772.800781
	Iteration 79Q: 3 clusters Score -1709264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1709280.625000 Penalty: 4772.800781
	Iteration 80F: 3 clusters Score -1709281 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1709293.375000 Penalty: 4772.800781
	Iteration 81Q: 3 clusters Score -1709293 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1709315.250000 Penalty: 4772.800781
	Iteration 82Q: 3 clusters Score -1709315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1709328.250000 Penalty: 4772.800781
	Iteration 83Q: 3 clusters Score -1709328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1709335.250000 Penalty: 4772.800781
	Iteration 84Q: 3 clusters Score -1709335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1709343.750000 Penalty: 4772.800781
	Iteration 85Q: 3 clusters Score -1709344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1709360.250000 Penalty: 4772.800781
	Iteration 86Q: 3 clusters Score -1709360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1709370.625000 Penalty: 4772.800781
	Iteration 87Q: 3 clusters Score -1709371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1709386.875000 Penalty: 4772.800781
	Iteration 88Q: 3 clusters Score -1709387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1709392.750000 Penalty: 4772.800781
	Iteration 89Q: 3 clusters Score -1709393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1709402.125000 Penalty: 4772.800781
	Iteration 90Q: 3 clusters Score -1709402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1709410.750000 Penalty: 4772.800781
	Iteration 91Q: 3 clusters Score -1709411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1709414.625000 Penalty: 4772.800781
	Iteration 92Q: 3 clusters Score -1709415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1709420.125000 Penalty: 4772.800781
	Iteration 93Q: 3 clusters Score -1709420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1709427.875000 Penalty: 4772.800781
	Iteration 94Q: 3 clusters Score -1709428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1709431.750000 Penalty: 4772.800781
	Iteration 95Q: 3 clusters Score -1709432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1709433.000000 Penalty: 4772.800781
	Iteration 96Q: 3 clusters Score -1709433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1709442.125000 Penalty: 4772.800781
	Iteration 97Q: 3 clusters Score -1709442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1709451.000000 Penalty: 4772.800781
	Iteration 98Q: 3 clusters Score -1709451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1709457.625000 Penalty: 4772.800781
	Iteration 99Q: 3 clusters Score -1709458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1709460.125000 Penalty: 4772.800781
	Iteration 100F: 3 clusters Score -1709460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1709463.625000 Penalty: 4772.800781
	Iteration 101Q: 3 clusters Score -1709464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1709470.875000 Penalty: 4772.800781
	Iteration 102Q: 3 clusters Score -1709471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1709472.250000 Penalty: 4772.800781
	Iteration 103Q: 3 clusters Score -1709472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1709477.750000 Penalty: 4772.800781
	Iteration 104Q: 3 clusters Score -1709478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1709477.750000 Penalty: 4772.800781
	Iteration 105Q: 3 clusters Score -1709478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1709476.125000 Penalty: 4772.800781
	Iteration 106Q: 3 clusters Score -1709476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1709479.125000 Penalty: 4772.800781
	Iteration 107Q: 3 clusters Score -1709479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1709479.625000 Penalty: 4772.800781
	Iteration 108Q: 3 clusters Score -1709480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1709480.750000 Penalty: 4772.800781
	Iteration 109Q: 3 clusters Score -1709481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1709480.750000 Penalty: 4772.800781
	Iteration 110F: 3 clusters Score -1709481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -69352.289062 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -69352.29 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 375 members 
Entering Unmasked Estep 
Score: -67643.164062 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -67643.16 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67994.476562 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -67994.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -68132.609375 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -68132.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68194.117188 Penalty: 3272.860352
	Iteration 3Q: 3 clusters Score -68194.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -68240.992188 Penalty: 3272.860352
	Iteration 4Q: 3 clusters Score -68240.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68264.773438 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -68264.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68281.117188 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -68281.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68301.710938 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -68301.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68314.164062 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -68314.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68324.898438 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -68324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68328.304688 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -68328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68331.648438 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -68331.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -68331.648438 Penalty: 3272.860352
	Iteration 12F: 3 clusters Score -68331.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Entering Unmasked Estep 
Score: -2980493.500000 Penalty: 2543.281006
	Iteration 0F: 2 clusters Score -2980494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2961014.750000 Penalty: 5086.562012
	Iteration 0F: 3 clusters Score -2961015 nChanged 12689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -2967744.000000 Penalty: 5086.562012
	Iteration 1F: 3 clusters Score -2967744 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2968236.250000 Penalty: 5086.562012
	Iteration 2Q: 3 clusters Score -2968236 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2968702.750000 Penalty: 5086.562012
	Iteration 3Q: 3 clusters Score -2968703 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2969073.500000 Penalty: 5086.562012
	Iteration 4Q: 3 clusters Score -2969074 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2969333.000000 Penalty: 5086.562012
	Iteration 5Q: 3 clusters Score -2969333 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2969591.750000 Penalty: 5086.562012
	Iteration 6Q: 3 clusters Score -2969592 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -2969864.500000 Penalty: 5086.562012
	Iteration 7Q: 3 clusters Score -2969864 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2970154.000000 Penalty: 5086.562012
	Iteration 8Q: 3 clusters Score -2970154 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2970503.000000 Penalty: 5086.562012
	Iteration 9Q: 3 clusters Score -2970503 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2970990.250000 Penalty: 5086.562012
	Iteration 10Q: 3 clusters Score -2970990 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2971639.750000 Penalty: 5086.562012
	Iteration 11Q: 3 clusters Score -2971640 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2972553.500000 Penalty: 5086.562012
	Iteration 12F: 3 clusters Score -2972554 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2973777.250000 Penalty: 5086.562012
	Iteration 13F: 3 clusters Score -2973777 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2975109.000000 Penalty: 5086.562012
	Iteration 14F: 3 clusters Score -2975109 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2976305.500000 Penalty: 5086.562012
	Iteration 15F: 3 clusters Score -2976306 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -2977175.750000 Penalty: 5086.562012
	Iteration 16Q: 3 clusters Score -2977176 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -2977716.750000 Penalty: 5086.562012
	Iteration 17Q: 3 clusters Score -2977717 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -2978051.250000 Penalty: 5086.562012
	Iteration 18Q: 3 clusters Score -2978051 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -2978260.500000 Penalty: 5086.562012
	Iteration 19Q: 3 clusters Score -2978260 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -2978362.000000 Penalty: 5086.562012
	Iteration 20F: 3 clusters Score -2978362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -2978430.500000 Penalty: 5086.562012
	Iteration 21Q: 3 clusters Score -2978430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -2978469.750000 Penalty: 5086.562012
	Iteration 22Q: 3 clusters Score -2978470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -2978516.750000 Penalty: 5086.562012
	Iteration 23Q: 3 clusters Score -2978517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -2978540.000000 Penalty: 5086.562012
	Iteration 24Q: 3 clusters Score -2978540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -2978554.500000 Penalty: 5086.562012
	Iteration 25Q: 3 clusters Score -2978554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -2978557.250000 Penalty: 5086.562012
	Iteration 26Q: 3 clusters Score -2978557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -2978560.500000 Penalty: 5086.562012
	Iteration 27Q: 3 clusters Score -2978560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -2978566.750000 Penalty: 5086.562012
	Iteration 28Q: 3 clusters Score -2978567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -2978571.250000 Penalty: 5086.562012
	Iteration 29Q: 3 clusters Score -2978571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -2978570.000000 Penalty: 5086.562012
	Iteration 30Q: 3 clusters Score -2978570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -2978570.750000 Penalty: 5086.562012
	Iteration 31Q: 3 clusters Score -2978571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -2978570.750000 Penalty: 5086.562012
	Iteration 32F: 3 clusters Score -2978571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (91654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91654 members 
Entering Unmasked Estep 
Score: -10371151.000000 Penalty: 2833.592285
	Iteration 0F: 2 clusters Score -1.037115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -10309968.000000 Penalty: 5667.184570
	Iteration 0F: 3 clusters Score -1.030997e+07 nChanged 43154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -10334707.000000 Penalty: 5667.184570
	Iteration 1F: 3 clusters Score -1.033471e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -10335606.000000 Penalty: 5667.184570
	Iteration 2Q: 3 clusters Score -1.033561e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -10336809.000000 Penalty: 5667.184570
	Iteration 3Q: 3 clusters Score -1.033681e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -10338454.000000 Penalty: 5667.184570
	Iteration 4Q: 3 clusters Score -1.033845e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -10340352.000000 Penalty: 5667.184570
	Iteration 5Q: 3 clusters Score -1.034035e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -10342906.000000 Penalty: 5667.184570
	Iteration 6F: 3 clusters Score -1.034291e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -10346490.000000 Penalty: 5667.184570
	Iteration 7F: 3 clusters Score -1.034649e+07 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 61960 members 
Entering Unmasked Estep 
Score: -10351017.000000 Penalty: 5667.184570
	Iteration 8F: 3 clusters Score -1.035102e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 66841 members 
Entering Unmasked Estep 
Score: -10355931.000000 Penalty: 5667.184570
	Iteration 9F: 3 clusters Score -1.035593e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 70921 members 
Entering Unmasked Estep 
Score: -10360139.000000 Penalty: 5667.184570
	Iteration 10F: 3 clusters Score -1.036014e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 73903 members 
Entering Unmasked Estep 
Score: -10362694.000000 Penalty: 5667.184570
	Iteration 11Q: 3 clusters Score -1.036269e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 76212 members 
Entering Unmasked Estep 
Score: -10364271.000000 Penalty: 5667.184570
	Iteration 12Q: 3 clusters Score -1.036427e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 78065 members 
Entering Unmasked Estep 
Score: -10365266.000000 Penalty: 5667.184570
	Iteration 13Q: 3 clusters Score -1.036527e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -10366048.000000 Penalty: 5667.184570
	Iteration 14Q: 3 clusters Score -1.036605e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 80925 members 
Entering Unmasked Estep 
Score: -10366709.000000 Penalty: 5667.184570
	Iteration 15Q: 3 clusters Score -1.036671e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 82063 members 
Entering Unmasked Estep 
Score: -10367172.000000 Penalty: 5667.184570
	Iteration 16Q: 3 clusters Score -1.036717e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -10367653.000000 Penalty: 5667.184570
	Iteration 17Q: 3 clusters Score -1.036765e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 83914 members 
Entering Unmasked Estep 
Score: -10368017.000000 Penalty: 5667.184570
	Iteration 18Q: 3 clusters Score -1.036802e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -10368263.000000 Penalty: 5667.184570
	Iteration 19Q: 3 clusters Score -1.036826e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -10368523.000000 Penalty: 5667.184570
	Iteration 20F: 3 clusters Score -1.036852e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -10368621.000000 Penalty: 5667.184570
	Iteration 21Q: 3 clusters Score -1.036862e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 86229 members 
Entering Unmasked Estep 
Score: -10368745.000000 Penalty: 5667.184570
	Iteration 22Q: 3 clusters Score -1.036874e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 86601 members 
Entering Unmasked Estep 
Score: -10368864.000000 Penalty: 5667.184570
	Iteration 23Q: 3 clusters Score -1.036886e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 86933 members 
Entering Unmasked Estep 
Score: -10368921.000000 Penalty: 5667.184570
	Iteration 24Q: 3 clusters Score -1.036892e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 87195 members 
Entering Unmasked Estep 
Score: -10369024.000000 Penalty: 5667.184570
	Iteration 25Q: 3 clusters Score -1.036902e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 87442 members 
Entering Unmasked Estep 
Score: -10369088.000000 Penalty: 5667.184570
	Iteration 26Q: 3 clusters Score -1.036909e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -10369145.000000 Penalty: 5667.184570
	Iteration 27Q: 3 clusters Score -1.036914e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 87820 members 
Entering Unmasked Estep 
Score: -10369210.000000 Penalty: 5667.184570
	Iteration 28Q: 3 clusters Score -1.036921e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 87950 members 
Entering Unmasked Estep 
Score: -10369234.000000 Penalty: 5667.184570
	Iteration 29Q: 3 clusters Score -1.036923e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 88058 members 
Entering Unmasked Estep 
Score: -10369231.000000 Penalty: 5667.184570
	Iteration 30Q: 3 clusters Score -1.036923e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 88169 members 
Entering Unmasked Estep 
Score: -10369259.000000 Penalty: 5667.184570
	Iteration 31Q: 3 clusters Score -1.036926e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 88280 members 
Entering Unmasked Estep 
Score: -10369292.000000 Penalty: 5667.184570
	Iteration 32Q: 3 clusters Score -1.036929e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 88372 members 
Entering Unmasked Estep 
Score: -10369323.000000 Penalty: 5667.184570
	Iteration 33Q: 3 clusters Score -1.036932e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 88464 members 
Entering Unmasked Estep 
Score: -10369305.000000 Penalty: 5667.184570
	Iteration 34Q: 3 clusters Score -1.03693e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 88529 members 
Entering Unmasked Estep 
Score: -10369347.000000 Penalty: 5667.184570
	Iteration 35Q: 3 clusters Score -1.036935e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 88588 members 
Entering Unmasked Estep 
Score: -10369342.000000 Penalty: 5667.184570
	Iteration 36Q: 3 clusters Score -1.036934e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 88637 members 
Entering Unmasked Estep 
Score: -10369341.000000 Penalty: 5667.184570
	Iteration 37Q: 3 clusters Score -1.036934e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 88692 members 
Entering Unmasked Estep 
Score: -10369344.000000 Penalty: 5667.184570
	Iteration 38Q: 3 clusters Score -1.036934e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -10369362.000000 Penalty: 5667.184570
	Iteration 39Q: 3 clusters Score -1.036936e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 88807 members 
Entering Unmasked Estep 
Score: -10369377.000000 Penalty: 5667.184570
	Iteration 40F: 3 clusters Score -1.036938e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -10369389.000000 Penalty: 5667.184570
	Iteration 41Q: 3 clusters Score -1.036939e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 88905 members 
Entering Unmasked Estep 
Score: -10369402.000000 Penalty: 5667.184570
	Iteration 42Q: 3 clusters Score -1.03694e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 88951 members 
Entering Unmasked Estep 
Score: -10369426.000000 Penalty: 5667.184570
	Iteration 43Q: 3 clusters Score -1.036943e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 88991 members 
Entering Unmasked Estep 
Score: -10369429.000000 Penalty: 5667.184570
	Iteration 44Q: 3 clusters Score -1.036943e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 89029 members 
Entering Unmasked Estep 
Score: -10369435.000000 Penalty: 5667.184570
	Iteration 45Q: 3 clusters Score -1.036944e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 89062 members 
Entering Unmasked Estep 
Score: -10369436.000000 Penalty: 5667.184570
	Iteration 46Q: 3 clusters Score -1.036944e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 89092 members 
Entering Unmasked Estep 
Score: -10369443.000000 Penalty: 5667.184570
	Iteration 47Q: 3 clusters Score -1.036944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 89113 members 
Entering Unmasked Estep 
Score: -10369450.000000 Penalty: 5667.184570
	Iteration 48Q: 3 clusters Score -1.036945e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 89133 members 
Entering Unmasked Estep 
Score: -10369460.000000 Penalty: 5667.184570
	Iteration 49Q: 3 clusters Score -1.036946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 89152 members 
Entering Unmasked Estep 
Score: -10369454.000000 Penalty: 5667.184570
	Iteration 50Q: 3 clusters Score -1.036945e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 89163 members 
Entering Unmasked Estep 
Score: -10369457.000000 Penalty: 5667.184570
	Iteration 51Q: 3 clusters Score -1.036946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 89174 members 
Entering Unmasked Estep 
Score: -10369444.000000 Penalty: 5667.184570
	Iteration 52Q: 3 clusters Score -1.036944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 89191 members 
Entering Unmasked Estep 
Score: -10369439.000000 Penalty: 5667.184570
	Iteration 53Q: 3 clusters Score -1.036944e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 89205 members 
Entering Unmasked Estep 
Score: -10369441.000000 Penalty: 5667.184570
	Iteration 54Q: 3 clusters Score -1.036944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 89220 members 
Entering Unmasked Estep 
Score: -10369452.000000 Penalty: 5667.184570
	Iteration 55Q: 3 clusters Score -1.036945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 89227 members 
Entering Unmasked Estep 
Score: -10369456.000000 Penalty: 5667.184570
	Iteration 56Q: 3 clusters Score -1.036946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -10369446.000000 Penalty: 5667.184570
	Iteration 57Q: 3 clusters Score -1.036945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 89243 members 
Entering Unmasked Estep 
Score: -10369445.000000 Penalty: 5667.184570
	Iteration 58Q: 3 clusters Score -1.036944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 89250 members 
Entering Unmasked Estep 
Score: -10369453.000000 Penalty: 5667.184570
	Iteration 59Q: 3 clusters Score -1.036945e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 89260 members 
Entering Unmasked Estep 
Score: -10369448.000000 Penalty: 5667.184570
	Iteration 60F: 3 clusters Score -1.036945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 89272 members 
Entering Unmasked Estep 
Score: -10369459.000000 Penalty: 5667.184570
	Iteration 61Q: 3 clusters Score -1.036946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 89281 members 
Entering Unmasked Estep 
Score: -10369461.000000 Penalty: 5667.184570
	Iteration 62Q: 3 clusters Score -1.036946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 89290 members 
Entering Unmasked Estep 
Score: -10369460.000000 Penalty: 5667.184570
	Iteration 63Q: 3 clusters Score -1.036946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 89298 members 
Entering Unmasked Estep 
Score: -10369461.000000 Penalty: 5667.184570
	Iteration 64Q: 3 clusters Score -1.036946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -10369466.000000 Penalty: 5667.184570
	Iteration 65Q: 3 clusters Score -1.036947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 89309 members 
Entering Unmasked Estep 
Score: -10369461.000000 Penalty: 5667.184570
	Iteration 66Q: 3 clusters Score -1.036946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 89316 members 
Entering Unmasked Estep 
Score: -10369471.000000 Penalty: 5667.184570
	Iteration 67Q: 3 clusters Score -1.036947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 89324 members 
Entering Unmasked Estep 
Score: -10369485.000000 Penalty: 5667.184570
	Iteration 68Q: 3 clusters Score -1.036948e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 89331 members 
Entering Unmasked Estep 
Score: -10369488.000000 Penalty: 5667.184570
	Iteration 69Q: 3 clusters Score -1.036949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 89335 members 
Entering Unmasked Estep 
Score: -10369479.000000 Penalty: 5667.184570
	Iteration 70Q: 3 clusters Score -1.036948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 89339 members 
Entering Unmasked Estep 
Score: -10369478.000000 Penalty: 5667.184570
	Iteration 71Q: 3 clusters Score -1.036948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -10369480.000000 Penalty: 5667.184570
	Iteration 72Q: 3 clusters Score -1.036948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 89344 members 
Entering Unmasked Estep 
Score: -10369480.000000 Penalty: 5667.184570
	Iteration 73F: 3 clusters Score -1.036948e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Entering Unmasked Estep 
Score: -2874650.500000 Penalty: 2516.888672
	Iteration 0F: 2 clusters Score -2874650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2856994.250000 Penalty: 5033.777344
	Iteration 0F: 3 clusters Score -2856994 nChanged 11483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -2863238.250000 Penalty: 5033.777344
	Iteration 1F: 3 clusters Score -2863238 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2863915.750000 Penalty: 5033.777344
	Iteration 2F: 3 clusters Score -2863916 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2864683.250000 Penalty: 5033.777344
	Iteration 3F: 3 clusters Score -2864683 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -2865655.500000 Penalty: 5033.777344
	Iteration 4F: 3 clusters Score -2865656 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2866883.000000 Penalty: 5033.777344
	Iteration 5F: 3 clusters Score -2866883 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2868362.250000 Penalty: 5033.777344
	Iteration 6F: 3 clusters Score -2868362 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2869980.500000 Penalty: 5033.777344
	Iteration 7F: 3 clusters Score -2869980 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2871466.750000 Penalty: 5033.777344
	Iteration 8F: 3 clusters Score -2871467 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2872284.000000 Penalty: 5033.777344
	Iteration 9Q: 3 clusters Score -2872284 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2872644.250000 Penalty: 5033.777344
	Iteration 10Q: 3 clusters Score -2872644 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2872831.000000 Penalty: 5033.777344
	Iteration 11Q: 3 clusters Score -2872831 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2872920.000000 Penalty: 5033.777344
	Iteration 12Q: 3 clusters Score -2872920 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2872967.250000 Penalty: 5033.777344
	Iteration 13Q: 3 clusters Score -2872967 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2872999.000000 Penalty: 5033.777344
	Iteration 14Q: 3 clusters Score -2872999 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2873016.250000 Penalty: 5033.777344
	Iteration 15Q: 3 clusters Score -2873016 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2873028.750000 Penalty: 5033.777344
	Iteration 16Q: 3 clusters Score -2873029 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2873048.000000 Penalty: 5033.777344
	Iteration 17Q: 3 clusters Score -2873048 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2873069.000000 Penalty: 5033.777344
	Iteration 18Q: 3 clusters Score -2873069 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2873064.500000 Penalty: 5033.777344
	Iteration 19Q: 3 clusters Score -2873064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2873072.250000 Penalty: 5033.777344
	Iteration 20F: 3 clusters Score -2873072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2873080.250000 Penalty: 5033.777344
	Iteration 21Q: 3 clusters Score -2873080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2873073.750000 Penalty: 5033.777344
	Iteration 22Q: 3 clusters Score -2873074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -2873078.250000 Penalty: 5033.777344
	Iteration 23Q: 3 clusters Score -2873078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2873080.250000 Penalty: 5033.777344
	Iteration 24Q: 3 clusters Score -2873080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2873085.500000 Penalty: 5033.777344
	Iteration 25Q: 3 clusters Score -2873086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2873083.000000 Penalty: 5033.777344
	Iteration 26Q: 3 clusters Score -2873083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -2873085.750000 Penalty: 5033.777344
	Iteration 27Q: 3 clusters Score -2873086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2873087.000000 Penalty: 5033.777344
	Iteration 28Q: 3 clusters Score -2873087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -2873083.750000 Penalty: 5033.777344
	Iteration 29Q: 3 clusters Score -2873084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2873087.250000 Penalty: 5033.777344
	Iteration 30Q: 3 clusters Score -2873087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2873087.250000 Penalty: 5033.777344
	Iteration 31Q: 3 clusters Score -2873087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2873087.000000 Penalty: 5033.777344
	Iteration 32Q: 3 clusters Score -2873087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2873088.000000 Penalty: 5033.777344
	Iteration 33Q: 3 clusters Score -2873088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2873092.750000 Penalty: 5033.777344
	Iteration 34Q: 3 clusters Score -2873093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2873088.250000 Penalty: 5033.777344
	Iteration 35Q: 3 clusters Score -2873088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2873094.250000 Penalty: 5033.777344
	Iteration 36Q: 3 clusters Score -2873094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2873092.000000 Penalty: 5033.777344
	Iteration 37Q: 3 clusters Score -2873092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2873094.250000 Penalty: 5033.777344
	Iteration 38Q: 3 clusters Score -2873094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2873096.000000 Penalty: 5033.777344
	Iteration 39Q: 3 clusters Score -2873096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2873096.000000 Penalty: 5033.777344
	Iteration 40F: 3 clusters Score -2873096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -2873095.250000 Penalty: 5033.777344
	Iteration 41Q: 3 clusters Score -2873095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2873094.000000 Penalty: 5033.777344
	Iteration 42Q: 3 clusters Score -2873094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2873093.250000 Penalty: 5033.777344
	Iteration 43Q: 3 clusters Score -2873093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -2873093.250000 Penalty: 5033.777344
	Iteration 44F: 3 clusters Score -2873093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Entering Unmasked Estep 
Score: -859668.437500 Penalty: 2223.212891
	Iteration 0F: 2 clusters Score -859668.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -853343.687500 Penalty: 4446.425781
	Iteration 0F: 3 clusters Score -853343.7 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -855046.312500 Penalty: 4446.425781
	Iteration 1F: 3 clusters Score -855046.3 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -855395.437500 Penalty: 4446.425781
	Iteration 2F: 3 clusters Score -855395.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -855629.187500 Penalty: 4446.425781
	Iteration 3F: 3 clusters Score -855629.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -855798.875000 Penalty: 4446.425781
	Iteration 4Q: 3 clusters Score -855798.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -855921.000000 Penalty: 4446.425781
	Iteration 5Q: 3 clusters Score -855921 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -856032.062500 Penalty: 4446.425781
	Iteration 6Q: 3 clusters Score -856032.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -856149.562500 Penalty: 4446.425781
	Iteration 7Q: 3 clusters Score -856149.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -856257.937500 Penalty: 4446.425781
	Iteration 8Q: 3 clusters Score -856257.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -856371.125000 Penalty: 4446.425781
	Iteration 9Q: 3 clusters Score -856371.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -856477.250000 Penalty: 4446.425781
	Iteration 10Q: 3 clusters Score -856477.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -856586.750000 Penalty: 4446.425781
	Iteration 11Q: 3 clusters Score -856586.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -856689.000000 Penalty: 4446.425781
	Iteration 12Q: 3 clusters Score -856689 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -856767.000000 Penalty: 4446.425781
	Iteration 13Q: 3 clusters Score -856767 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -856833.062500 Penalty: 4446.425781
	Iteration 14Q: 3 clusters Score -856833.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -856887.812500 Penalty: 4446.425781
	Iteration 15Q: 3 clusters Score -856887.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -856940.812500 Penalty: 4446.425781
	Iteration 16Q: 3 clusters Score -856940.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -856990.000000 Penalty: 4446.425781
	Iteration 17Q: 3 clusters Score -856990 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -857051.500000 Penalty: 4446.425781
	Iteration 18Q: 3 clusters Score -857051.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -857101.750000 Penalty: 4446.425781
	Iteration 19Q: 3 clusters Score -857101.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -857142.687500 Penalty: 4446.425781
	Iteration 20F: 3 clusters Score -857142.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -857183.500000 Penalty: 4446.425781
	Iteration 21Q: 3 clusters Score -857183.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -857219.125000 Penalty: 4446.425781
	Iteration 22Q: 3 clusters Score -857219.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -857241.750000 Penalty: 4446.425781
	Iteration 23Q: 3 clusters Score -857241.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -857263.875000 Penalty: 4446.425781
	Iteration 24Q: 3 clusters Score -857263.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -857287.875000 Penalty: 4446.425781
	Iteration 25Q: 3 clusters Score -857287.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -857307.187500 Penalty: 4446.425781
	Iteration 26Q: 3 clusters Score -857307.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -857315.562500 Penalty: 4446.425781
	Iteration 27Q: 3 clusters Score -857315.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -857326.812500 Penalty: 4446.425781
	Iteration 28Q: 3 clusters Score -857326.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -857339.937500 Penalty: 4446.425781
	Iteration 29Q: 3 clusters Score -857339.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -857353.687500 Penalty: 4446.425781
	Iteration 30Q: 3 clusters Score -857353.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -857368.000000 Penalty: 4446.425781
	Iteration 31Q: 3 clusters Score -857368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -857379.875000 Penalty: 4446.425781
	Iteration 32Q: 3 clusters Score -857379.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -857396.187500 Penalty: 4446.425781
	Iteration 33Q: 3 clusters Score -857396.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -857410.500000 Penalty: 4446.425781
	Iteration 34Q: 3 clusters Score -857410.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -857428.750000 Penalty: 4446.425781
	Iteration 35Q: 3 clusters Score -857428.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -857443.125000 Penalty: 4446.425781
	Iteration 36Q: 3 clusters Score -857443.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -857456.687500 Penalty: 4446.425781
	Iteration 37Q: 3 clusters Score -857456.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -857470.187500 Penalty: 4446.425781
	Iteration 38Q: 3 clusters Score -857470.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -857484.500000 Penalty: 4446.425781
	Iteration 39Q: 3 clusters Score -857484.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -857493.625000 Penalty: 4446.425781
	Iteration 40F: 3 clusters Score -857493.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -857505.187500 Penalty: 4446.425781
	Iteration 41Q: 3 clusters Score -857505.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -857515.750000 Penalty: 4446.425781
	Iteration 42Q: 3 clusters Score -857515.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -857524.625000 Penalty: 4446.425781
	Iteration 43Q: 3 clusters Score -857524.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -857533.125000 Penalty: 4446.425781
	Iteration 44Q: 3 clusters Score -857533.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -857553.437500 Penalty: 4446.425781
	Iteration 45Q: 3 clusters Score -857553.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -857569.437500 Penalty: 4446.425781
	Iteration 46Q: 3 clusters Score -857569.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -857580.000000 Penalty: 4446.425781
	Iteration 47Q: 3 clusters Score -857580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -857590.250000 Penalty: 4446.425781
	Iteration 48Q: 3 clusters Score -857590.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -857599.312500 Penalty: 4446.425781
	Iteration 49Q: 3 clusters Score -857599.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -857605.812500 Penalty: 4446.425781
	Iteration 50Q: 3 clusters Score -857605.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -857614.875000 Penalty: 4446.425781
	Iteration 51Q: 3 clusters Score -857614.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -857624.375000 Penalty: 4446.425781
	Iteration 52Q: 3 clusters Score -857624.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -857632.000000 Penalty: 4446.425781
	Iteration 53Q: 3 clusters Score -857632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -857641.312500 Penalty: 4446.425781
	Iteration 54Q: 3 clusters Score -857641.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -857651.000000 Penalty: 4446.425781
	Iteration 55Q: 3 clusters Score -857651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -857667.250000 Penalty: 4446.425781
	Iteration 56Q: 3 clusters Score -857667.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -857679.187500 Penalty: 4446.425781
	Iteration 57Q: 3 clusters Score -857679.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -857688.000000 Penalty: 4446.425781
	Iteration 58Q: 3 clusters Score -857688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -857698.187500 Penalty: 4446.425781
	Iteration 59Q: 3 clusters Score -857698.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -857706.750000 Penalty: 4446.425781
	Iteration 60F: 3 clusters Score -857706.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -857711.437500 Penalty: 4446.425781
	Iteration 61Q: 3 clusters Score -857711.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -857717.375000 Penalty: 4446.425781
	Iteration 62Q: 3 clusters Score -857717.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -857721.250000 Penalty: 4446.425781
	Iteration 63Q: 3 clusters Score -857721.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -857723.687500 Penalty: 4446.425781
	Iteration 64Q: 3 clusters Score -857723.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -857726.500000 Penalty: 4446.425781
	Iteration 65Q: 3 clusters Score -857726.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -857732.187500 Penalty: 4446.425781
	Iteration 66Q: 3 clusters Score -857732.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -857733.500000 Penalty: 4446.425781
	Iteration 67Q: 3 clusters Score -857733.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -857741.437500 Penalty: 4446.425781
	Iteration 68Q: 3 clusters Score -857741.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -857749.000000 Penalty: 4446.425781
	Iteration 69Q: 3 clusters Score -857749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -857753.000000 Penalty: 4446.425781
	Iteration 70Q: 3 clusters Score -857753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -857757.937500 Penalty: 4446.425781
	Iteration 71Q: 3 clusters Score -857757.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -857758.312500 Penalty: 4446.425781
	Iteration 72Q: 3 clusters Score -857758.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -857759.875000 Penalty: 4446.425781
	Iteration 73Q: 3 clusters Score -857759.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -857764.500000 Penalty: 4446.425781
	Iteration 74Q: 3 clusters Score -857764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -857765.937500 Penalty: 4446.425781
	Iteration 75Q: 3 clusters Score -857765.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -857767.687500 Penalty: 4446.425781
	Iteration 76Q: 3 clusters Score -857767.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -857769.125000 Penalty: 4446.425781
	Iteration 77Q: 3 clusters Score -857769.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -857771.250000 Penalty: 4446.425781
	Iteration 78Q: 3 clusters Score -857771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -857773.875000 Penalty: 4446.425781
	Iteration 79Q: 3 clusters Score -857773.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -857773.625000 Penalty: 4446.425781
	Iteration 80F: 3 clusters Score -857773.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -84742.773438 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -84742.77 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 443 members 
Entering Unmasked Estep 
Score: -83031.937500 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -83031.94 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83547.562500 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -83547.56 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -83817.359375 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -83817.36 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -84163.570312 Penalty: 3368.445801
	Iteration 3F: 3 clusters Score -84163.57 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -84442.843750 Penalty: 3368.445801
	Iteration 4F: 3 clusters Score -84442.84 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -84613.750000 Penalty: 3368.445801
	Iteration 5F: 3 clusters Score -84613.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -84692.890625 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -84692.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -84725.515625 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -84725.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -84762.125000 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -84762.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -84779.750000 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -84779.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -84798.476562 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -84798.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -84807.406250 Penalty: 3368.445801
	Iteration 11Q: 3 clusters Score -84807.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -84811.937500 Penalty: 3368.445801
	Iteration 12Q: 3 clusters Score -84811.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -84811.937500 Penalty: 3368.445801
	Iteration 13F: 3 clusters Score -84811.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169553 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 49299 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64815 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188277 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15102 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28429 members 
Mstep: Class 16 contains 91654 members 
Mstep: Class 17 contains 25559 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 306 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21888 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Mstep: Class 28 contains 584 members 
Entering Unmasked Estep 
Score: -98119176.000000 Penalty: 95211.085938
Splitting cluster 19 changes total score from -98120816.000000 to -98119176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -284161.937500 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -284161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -281157.031250 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -281157 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -281705.812500 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -281705.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -281851.593750 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -281851.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -281921.781250 Penalty: 3895.772949
	Iteration 3Q: 3 clusters Score -281921.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -281962.437500 Penalty: 3895.772949
	Iteration 4Q: 3 clusters Score -281962.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -281985.093750 Penalty: 3895.772949
	Iteration 5Q: 3 clusters Score -281985.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -282005.906250 Penalty: 3895.772949
	Iteration 6Q: 3 clusters Score -282005.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -282026.000000 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -282026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -282042.781250 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -282042.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -282055.125000 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -282055.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -282067.125000 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -282067.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -282080.125000 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -282080.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -282089.906250 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -282089.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -282096.937500 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -282096.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -282100.281250 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -282100.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -282102.718750 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -282102.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -282104.093750 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -282104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -282106.781250 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -282106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -282109.562500 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -282109.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -282112.125000 Penalty: 3895.772949
	Iteration 19Q: 3 clusters Score -282112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -282112.031250 Penalty: 3895.772949
	Iteration 20F: 3 clusters Score -282112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -282112.843750 Penalty: 3895.772949
	Iteration 21Q: 3 clusters Score -282112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -282113.843750 Penalty: 3895.772949
	Iteration 22Q: 3 clusters Score -282113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -282115.375000 Penalty: 3895.772949
	Iteration 23Q: 3 clusters Score -282115.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -282117.125000 Penalty: 3895.772949
	Iteration 24Q: 3 clusters Score -282117.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -282121.843750 Penalty: 3895.772949
	Iteration 25Q: 3 clusters Score -282121.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -282126.093750 Penalty: 3895.772949
	Iteration 26Q: 3 clusters Score -282126.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -282129.312500 Penalty: 3895.772949
	Iteration 27Q: 3 clusters Score -282129.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -282133.250000 Penalty: 3895.772949
	Iteration 28Q: 3 clusters Score -282133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -282134.937500 Penalty: 3895.772949
	Iteration 29Q: 3 clusters Score -282134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -282137.375000 Penalty: 3895.772949
	Iteration 30Q: 3 clusters Score -282137.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -282140.000000 Penalty: 3895.772949
	Iteration 31Q: 3 clusters Score -282140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -282141.375000 Penalty: 3895.772949
	Iteration 32Q: 3 clusters Score -282141.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -282143.500000 Penalty: 3895.772949
	Iteration 33Q: 3 clusters Score -282143.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -282147.500000 Penalty: 3895.772949
	Iteration 34Q: 3 clusters Score -282147.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -282149.593750 Penalty: 3895.772949
	Iteration 35Q: 3 clusters Score -282149.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -282153.187500 Penalty: 3895.772949
	Iteration 36Q: 3 clusters Score -282153.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -282154.343750 Penalty: 3895.772949
	Iteration 37Q: 3 clusters Score -282154.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -282154.343750 Penalty: 3895.772949
	Iteration 38F: 3 clusters Score -282154.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Entering Unmasked Estep 
Score: -1009874.437500 Penalty: 2257.427979
	Iteration 0F: 2 clusters Score -1009874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1002778.687500 Penalty: 4514.855957
	Iteration 0F: 3 clusters Score -1002779 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1004839.562500 Penalty: 4514.855957
	Iteration 1F: 3 clusters Score -1004840 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1005128.437500 Penalty: 4514.855957
	Iteration 2F: 3 clusters Score -1005128 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1005321.875000 Penalty: 4514.855957
	Iteration 3Q: 3 clusters Score -1005322 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1005453.000000 Penalty: 4514.855957
	Iteration 4Q: 3 clusters Score -1005453 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1005550.250000 Penalty: 4514.855957
	Iteration 5Q: 3 clusters Score -1005550 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1005635.500000 Penalty: 4514.855957
	Iteration 6Q: 3 clusters Score -1005636 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1005703.000000 Penalty: 4514.855957
	Iteration 7Q: 3 clusters Score -1005703 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1005771.437500 Penalty: 4514.855957
	Iteration 8Q: 3 clusters Score -1005771 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1005833.812500 Penalty: 4514.855957
	Iteration 9Q: 3 clusters Score -1005834 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1005887.062500 Penalty: 4514.855957
	Iteration 10Q: 3 clusters Score -1005887 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1005945.312500 Penalty: 4514.855957
	Iteration 11Q: 3 clusters Score -1005945 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1006007.187500 Penalty: 4514.855957
	Iteration 12Q: 3 clusters Score -1006007 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1006080.437500 Penalty: 4514.855957
	Iteration 13Q: 3 clusters Score -1006080 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1006182.062500 Penalty: 4514.855957
	Iteration 14Q: 3 clusters Score -1006182 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1006328.375000 Penalty: 4514.855957
	Iteration 15Q: 3 clusters Score -1006328 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1006526.187500 Penalty: 4514.855957
	Iteration 16Q: 3 clusters Score -1006526 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1006725.125000 Penalty: 4514.855957
	Iteration 17Q: 3 clusters Score -1006725 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1006919.625000 Penalty: 4514.855957
	Iteration 18Q: 3 clusters Score -1006920 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1007058.000000 Penalty: 4514.855957
	Iteration 19Q: 3 clusters Score -1007058 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1007172.125000 Penalty: 4514.855957
	Iteration 20F: 3 clusters Score -1007172 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1007261.250000 Penalty: 4514.855957
	Iteration 21Q: 3 clusters Score -1007261 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1007340.062500 Penalty: 4514.855957
	Iteration 22Q: 3 clusters Score -1007340 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1007417.437500 Penalty: 4514.855957
	Iteration 23Q: 3 clusters Score -1007417 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1007493.375000 Penalty: 4514.855957
	Iteration 24Q: 3 clusters Score -1007493 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1007561.625000 Penalty: 4514.855957
	Iteration 25Q: 3 clusters Score -1007562 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1007622.937500 Penalty: 4514.855957
	Iteration 26Q: 3 clusters Score -1007623 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1007672.625000 Penalty: 4514.855957
	Iteration 27Q: 3 clusters Score -1007673 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1007709.750000 Penalty: 4514.855957
	Iteration 28Q: 3 clusters Score -1007710 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1007756.250000 Penalty: 4514.855957
	Iteration 29Q: 3 clusters Score -1007756 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1007795.375000 Penalty: 4514.855957
	Iteration 30Q: 3 clusters Score -1007795 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1007835.625000 Penalty: 4514.855957
	Iteration 31Q: 3 clusters Score -1007836 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1007867.812500 Penalty: 4514.855957
	Iteration 32Q: 3 clusters Score -1007868 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1007896.562500 Penalty: 4514.855957
	Iteration 33Q: 3 clusters Score -1007897 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1007922.375000 Penalty: 4514.855957
	Iteration 34Q: 3 clusters Score -1007922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1007937.375000 Penalty: 4514.855957
	Iteration 35Q: 3 clusters Score -1007937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1007958.625000 Penalty: 4514.855957
	Iteration 36Q: 3 clusters Score -1007959 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1007978.937500 Penalty: 4514.855957
	Iteration 37Q: 3 clusters Score -1007979 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1007995.625000 Penalty: 4514.855957
	Iteration 38Q: 3 clusters Score -1007996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1008004.875000 Penalty: 4514.855957
	Iteration 39Q: 3 clusters Score -1008005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1008010.187500 Penalty: 4514.855957
	Iteration 40F: 3 clusters Score -1008010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1008020.875000 Penalty: 4514.855957
	Iteration 41Q: 3 clusters Score -1008021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1008026.187500 Penalty: 4514.855957
	Iteration 42Q: 3 clusters Score -1008026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1008034.750000 Penalty: 4514.855957
	Iteration 43Q: 3 clusters Score -1008035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1008044.625000 Penalty: 4514.855957
	Iteration 44Q: 3 clusters Score -1008045 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1008050.937500 Penalty: 4514.855957
	Iteration 45Q: 3 clusters Score -1008051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1008058.062500 Penalty: 4514.855957
	Iteration 46Q: 3 clusters Score -1008058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1008070.937500 Penalty: 4514.855957
	Iteration 47Q: 3 clusters Score -1008071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1008083.500000 Penalty: 4514.855957
	Iteration 48Q: 3 clusters Score -1008084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1008089.500000 Penalty: 4514.855957
	Iteration 49Q: 3 clusters Score -1008090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1008102.250000 Penalty: 4514.855957
	Iteration 50Q: 3 clusters Score -1008102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1008112.437500 Penalty: 4514.855957
	Iteration 51Q: 3 clusters Score -1008112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1008120.625000 Penalty: 4514.855957
	Iteration 52Q: 3 clusters Score -1008121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1008128.562500 Penalty: 4514.855957
	Iteration 53Q: 3 clusters Score -1008129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1008136.750000 Penalty: 4514.855957
	Iteration 54Q: 3 clusters Score -1008137 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1008143.750000 Penalty: 4514.855957
	Iteration 55Q: 3 clusters Score -1008144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1008151.812500 Penalty: 4514.855957
	Iteration 56Q: 3 clusters Score -1008152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1008158.250000 Penalty: 4514.855957
	Iteration 57Q: 3 clusters Score -1008158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1008163.437500 Penalty: 4514.855957
	Iteration 58Q: 3 clusters Score -1008163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1008166.062500 Penalty: 4514.855957
	Iteration 59Q: 3 clusters Score -1008166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1008169.437500 Penalty: 4514.855957
	Iteration 60F: 3 clusters Score -1008169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1008174.312500 Penalty: 4514.855957
	Iteration 61Q: 3 clusters Score -1008174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1008172.625000 Penalty: 4514.855957
	Iteration 62Q: 3 clusters Score -1008173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1008174.062500 Penalty: 4514.855957
	Iteration 63Q: 3 clusters Score -1008174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1008177.000000 Penalty: 4514.855957
	Iteration 64Q: 3 clusters Score -1008177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1008176.687500 Penalty: 4514.855957
	Iteration 65Q: 3 clusters Score -1008177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1008175.625000 Penalty: 4514.855957
	Iteration 66Q: 3 clusters Score -1008176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1008177.750000 Penalty: 4514.855957
	Iteration 67Q: 3 clusters Score -1008178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1008183.312500 Penalty: 4514.855957
	Iteration 68Q: 3 clusters Score -1008183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1008182.750000 Penalty: 4514.855957
	Iteration 69Q: 3 clusters Score -1008183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1008184.187500 Penalty: 4514.855957
	Iteration 70Q: 3 clusters Score -1008184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1008184.187500 Penalty: 4514.855957
	Iteration 71F: 3 clusters Score -1008184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Entering Unmasked Estep 
Score: -461871.781250 Penalty: 2106.239502
	Iteration 0F: 2 clusters Score -461871.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -457501.125000 Penalty: 4212.479004
	Iteration 0F: 3 clusters Score -457501.1 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -458591.031250 Penalty: 4212.479004
	Iteration 1F: 3 clusters Score -458591 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -458928.812500 Penalty: 4212.479004
	Iteration 2F: 3 clusters Score -458928.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -459246.531250 Penalty: 4212.479004
	Iteration 3F: 3 clusters Score -459246.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -459541.937500 Penalty: 4212.479004
	Iteration 4F: 3 clusters Score -459541.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -459782.000000 Penalty: 4212.479004
	Iteration 5F: 3 clusters Score -459782 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -459973.062500 Penalty: 4212.479004
	Iteration 6F: 3 clusters Score -459973.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -460119.812500 Penalty: 4212.479004
	Iteration 7Q: 3 clusters Score -460119.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -460230.656250 Penalty: 4212.479004
	Iteration 8Q: 3 clusters Score -460230.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -460328.718750 Penalty: 4212.479004
	Iteration 9Q: 3 clusters Score -460328.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -460420.500000 Penalty: 4212.479004
	Iteration 10Q: 3 clusters Score -460420.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -460483.031250 Penalty: 4212.479004
	Iteration 11Q: 3 clusters Score -460483 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -460534.562500 Penalty: 4212.479004
	Iteration 12Q: 3 clusters Score -460534.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -460569.750000 Penalty: 4212.479004
	Iteration 13Q: 3 clusters Score -460569.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -460593.281250 Penalty: 4212.479004
	Iteration 14Q: 3 clusters Score -460593.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -460614.906250 Penalty: 4212.479004
	Iteration 15Q: 3 clusters Score -460614.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -460630.812500 Penalty: 4212.479004
	Iteration 16Q: 3 clusters Score -460630.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -460643.593750 Penalty: 4212.479004
	Iteration 17Q: 3 clusters Score -460643.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -460653.250000 Penalty: 4212.479004
	Iteration 18Q: 3 clusters Score -460653.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -460660.156250 Penalty: 4212.479004
	Iteration 19Q: 3 clusters Score -460660.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -460672.312500 Penalty: 4212.479004
	Iteration 20F: 3 clusters Score -460672.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -460685.062500 Penalty: 4212.479004
	Iteration 21Q: 3 clusters Score -460685.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -460693.843750 Penalty: 4212.479004
	Iteration 22Q: 3 clusters Score -460693.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -460698.593750 Penalty: 4212.479004
	Iteration 23Q: 3 clusters Score -460698.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -460701.656250 Penalty: 4212.479004
	Iteration 24Q: 3 clusters Score -460701.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -460706.531250 Penalty: 4212.479004
	Iteration 25Q: 3 clusters Score -460706.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -460709.656250 Penalty: 4212.479004
	Iteration 26Q: 3 clusters Score -460709.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -460709.687500 Penalty: 4212.479004
	Iteration 27Q: 3 clusters Score -460709.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -460710.781250 Penalty: 4212.479004
	Iteration 28Q: 3 clusters Score -460710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -460712.562500 Penalty: 4212.479004
	Iteration 29Q: 3 clusters Score -460712.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -460715.562500 Penalty: 4212.479004
	Iteration 30Q: 3 clusters Score -460715.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -460717.937500 Penalty: 4212.479004
	Iteration 31Q: 3 clusters Score -460717.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -460720.718750 Penalty: 4212.479004
	Iteration 32Q: 3 clusters Score -460720.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -460721.843750 Penalty: 4212.479004
	Iteration 33Q: 3 clusters Score -460721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -460723.250000 Penalty: 4212.479004
	Iteration 34Q: 3 clusters Score -460723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -460726.843750 Penalty: 4212.479004
	Iteration 35Q: 3 clusters Score -460726.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -460729.406250 Penalty: 4212.479004
	Iteration 36Q: 3 clusters Score -460729.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -460731.093750 Penalty: 4212.479004
	Iteration 37Q: 3 clusters Score -460731.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -460734.250000 Penalty: 4212.479004
	Iteration 38Q: 3 clusters Score -460734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -460734.500000 Penalty: 4212.479004
	Iteration 39Q: 3 clusters Score -460734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -460734.093750 Penalty: 4212.479004
	Iteration 40F: 3 clusters Score -460734.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -460734.562500 Penalty: 4212.479004
	Iteration 41Q: 3 clusters Score -460734.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -460735.406250 Penalty: 4212.479004
	Iteration 42Q: 3 clusters Score -460735.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -460735.843750 Penalty: 4212.479004
	Iteration 43Q: 3 clusters Score -460735.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -460735.843750 Penalty: 4212.479004
	Iteration 44F: 3 clusters Score -460735.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Entering Unmasked Estep 
Score: -2479277.000000 Penalty: 2478.436279
	Iteration 0F: 2 clusters Score -2479277 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 11017 members 
Entering Unmasked Estep 
Score: -2463908.000000 Penalty: 4956.872559
	Iteration 0F: 3 clusters Score -2463908 nChanged 9769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -2469213.500000 Penalty: 4956.872559
	Iteration 1F: 3 clusters Score -2469214 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2469593.750000 Penalty: 4956.872559
	Iteration 2F: 3 clusters Score -2469594 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2469912.500000 Penalty: 4956.872559
	Iteration 3Q: 3 clusters Score -2469912 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2470211.250000 Penalty: 4956.872559
	Iteration 4Q: 3 clusters Score -2470211 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2470549.750000 Penalty: 4956.872559
	Iteration 5Q: 3 clusters Score -2470550 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2470947.500000 Penalty: 4956.872559
	Iteration 6Q: 3 clusters Score -2470948 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2471501.250000 Penalty: 4956.872559
	Iteration 7Q: 3 clusters Score -2471501 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2472248.500000 Penalty: 4956.872559
	Iteration 8F: 3 clusters Score -2472248 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2473194.500000 Penalty: 4956.872559
	Iteration 9F: 3 clusters Score -2473194 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2474245.500000 Penalty: 4956.872559
	Iteration 10F: 3 clusters Score -2474246 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2475281.000000 Penalty: 4956.872559
	Iteration 11F: 3 clusters Score -2475281 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2476022.750000 Penalty: 4956.872559
	Iteration 12Q: 3 clusters Score -2476023 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2476545.500000 Penalty: 4956.872559
	Iteration 13Q: 3 clusters Score -2476546 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2476782.250000 Penalty: 4956.872559
	Iteration 14Q: 3 clusters Score -2476782 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2476906.500000 Penalty: 4956.872559
	Iteration 15Q: 3 clusters Score -2476906 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -2476974.250000 Penalty: 4956.872559
	Iteration 16Q: 3 clusters Score -2476974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2477028.250000 Penalty: 4956.872559
	Iteration 17Q: 3 clusters Score -2477028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2477049.750000 Penalty: 4956.872559
	Iteration 18Q: 3 clusters Score -2477050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -2477080.750000 Penalty: 4956.872559
	Iteration 19Q: 3 clusters Score -2477081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -2477100.750000 Penalty: 4956.872559
	Iteration 20F: 3 clusters Score -2477101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2477121.250000 Penalty: 4956.872559
	Iteration 21Q: 3 clusters Score -2477121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2477140.750000 Penalty: 4956.872559
	Iteration 22Q: 3 clusters Score -2477141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2477152.500000 Penalty: 4956.872559
	Iteration 23Q: 3 clusters Score -2477152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2477159.750000 Penalty: 4956.872559
	Iteration 24Q: 3 clusters Score -2477160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2477162.500000 Penalty: 4956.872559
	Iteration 25Q: 3 clusters Score -2477162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2477162.500000 Penalty: 4956.872559
	Iteration 26F: 3 clusters Score -2477162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -35481.464844 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -35481.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34120.187500 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -34120.19 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34315.660156 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -34315.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34424.078125 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -34424.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -34528.507812 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -34528.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -34604.195312 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -34604.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34697.550781 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -34697.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -34759.031250 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -34759.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -34802.183594 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -34802.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -34989.585938 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -34989.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -35271.007812 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -35271.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35406.546875 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -35406.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35604.488281 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -35604.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -35825.144531 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -35825.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35913.191406 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -35913.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36009.292969 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -36009.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36235.003906 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -36235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36235.003906 Penalty: 2997.145996
	Iteration 16F: 3 clusters Score -36235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169553 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 49299 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64815 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188277 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15102 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28429 members 
Mstep: Class 16 contains 91654 members 
Mstep: Class 17 contains 25559 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21888 members 
Mstep: Class 24 contains 237 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Mstep: Class 28 contains 184 members 
Entering Unmasked Estep 
Score: -98119720.000000 Penalty: 95211.085938
Splitting cluster 24 changes total score from -98120816.000000 to -98119720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -64585.871094 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -64585.87 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 316 members 
Entering Unmasked Estep 
Score: -62929.964844 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -62929.96 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63134.824219 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -63134.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63201.339844 Penalty: 3207.207764
	Iteration 2F: 3 clusters Score -63201.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63226.078125 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -63226.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63241.921875 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -63241.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -63257.093750 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -63257.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -63269.257812 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -63269.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63276.667969 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -63276.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63279.539062 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -63279.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -63282.777344 Penalty: 3207.207764
	Iteration 9Q: 3 clusters Score -63282.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -63286.074219 Penalty: 3207.207764
	Iteration 10Q: 3 clusters Score -63286.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -63286.074219 Penalty: 3207.207764
	Iteration 11F: 3 clusters Score -63286.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -54755.554688 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -54755.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53185.496094 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -53185.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -53376.250000 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -53376.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53447.707031 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -53447.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53468.296875 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -53468.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53478.714844 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -53478.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53480.445312 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -53480.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53483.699219 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -53483.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53486.886719 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -53486.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53495.296875 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -53495.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53498.937500 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -53498.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53503.332031 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -53503.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -53503.332031 Penalty: 3122.451904
	Iteration 11F: 3 clusters Score -53503.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Entering Unmasked Estep 
Score: -388842.593750 Penalty: 2046.606689
	Iteration 0F: 2 clusters Score -388842.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -385020.812500 Penalty: 4093.213379
	Iteration 0F: 3 clusters Score -385020.8 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -385844.000000 Penalty: 4093.213379
	Iteration 1F: 3 clusters Score -385844 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -386011.406250 Penalty: 4093.213379
	Iteration 2F: 3 clusters Score -386011.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -386130.000000 Penalty: 4093.213379
	Iteration 3Q: 3 clusters Score -386130 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -386231.812500 Penalty: 4093.213379
	Iteration 4Q: 3 clusters Score -386231.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -386299.625000 Penalty: 4093.213379
	Iteration 5Q: 3 clusters Score -386299.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -386362.968750 Penalty: 4093.213379
	Iteration 6Q: 3 clusters Score -386363 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -386419.750000 Penalty: 4093.213379
	Iteration 7Q: 3 clusters Score -386419.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -386465.750000 Penalty: 4093.213379
	Iteration 8Q: 3 clusters Score -386465.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -386529.375000 Penalty: 4093.213379
	Iteration 9Q: 3 clusters Score -386529.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -386608.156250 Penalty: 4093.213379
	Iteration 10Q: 3 clusters Score -386608.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -386701.562500 Penalty: 4093.213379
	Iteration 11Q: 3 clusters Score -386701.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -386782.593750 Penalty: 4093.213379
	Iteration 12Q: 3 clusters Score -386782.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -386876.750000 Penalty: 4093.213379
	Iteration 13Q: 3 clusters Score -386876.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -386940.781250 Penalty: 4093.213379
	Iteration 14Q: 3 clusters Score -386940.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -386991.312500 Penalty: 4093.213379
	Iteration 15Q: 3 clusters Score -386991.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -387044.093750 Penalty: 4093.213379
	Iteration 16Q: 3 clusters Score -387044.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -387083.218750 Penalty: 4093.213379
	Iteration 17Q: 3 clusters Score -387083.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -387113.625000 Penalty: 4093.213379
	Iteration 18Q: 3 clusters Score -387113.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -387133.343750 Penalty: 4093.213379
	Iteration 19Q: 3 clusters Score -387133.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -387150.031250 Penalty: 4093.213379
	Iteration 20F: 3 clusters Score -387150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -387167.031250 Penalty: 4093.213379
	Iteration 21Q: 3 clusters Score -387167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -387181.687500 Penalty: 4093.213379
	Iteration 22Q: 3 clusters Score -387181.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -387193.781250 Penalty: 4093.213379
	Iteration 23Q: 3 clusters Score -387193.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -387199.437500 Penalty: 4093.213379
	Iteration 24Q: 3 clusters Score -387199.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -387205.656250 Penalty: 4093.213379
	Iteration 25Q: 3 clusters Score -387205.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -387210.156250 Penalty: 4093.213379
	Iteration 26Q: 3 clusters Score -387210.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -387214.656250 Penalty: 4093.213379
	Iteration 27Q: 3 clusters Score -387214.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -387219.625000 Penalty: 4093.213379
	Iteration 28Q: 3 clusters Score -387219.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -387224.562500 Penalty: 4093.213379
	Iteration 29Q: 3 clusters Score -387224.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -387229.406250 Penalty: 4093.213379
	Iteration 30Q: 3 clusters Score -387229.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -387232.843750 Penalty: 4093.213379
	Iteration 31Q: 3 clusters Score -387232.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -387235.843750 Penalty: 4093.213379
	Iteration 32Q: 3 clusters Score -387235.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -387237.875000 Penalty: 4093.213379
	Iteration 33Q: 3 clusters Score -387237.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -387240.250000 Penalty: 4093.213379
	Iteration 34Q: 3 clusters Score -387240.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -387242.593750 Penalty: 4093.213379
	Iteration 35Q: 3 clusters Score -387242.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -387244.906250 Penalty: 4093.213379
	Iteration 36Q: 3 clusters Score -387244.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -387248.281250 Penalty: 4093.213379
	Iteration 37Q: 3 clusters Score -387248.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -387250.187500 Penalty: 4093.213379
	Iteration 38Q: 3 clusters Score -387250.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -387252.062500 Penalty: 4093.213379
	Iteration 39Q: 3 clusters Score -387252.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -387253.781250 Penalty: 4093.213379
	Iteration 40F: 3 clusters Score -387253.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -387254.625000 Penalty: 4093.213379
	Iteration 41Q: 3 clusters Score -387254.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -387255.031250 Penalty: 4093.213379
	Iteration 42Q: 3 clusters Score -387255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -387255.937500 Penalty: 4093.213379
	Iteration 43Q: 3 clusters Score -387255.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -387255.937500 Penalty: 4093.213379
	Iteration 44F: 3 clusters Score -387255.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169553 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 49299 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64815 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188277 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15102 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28429 members 
Mstep: Class 16 contains 91654 members 
Mstep: Class 17 contains 25559 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21888 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120880.000000 Penalty: 91810.695312
Iteration 399Q: 28 clusters Score -9.812088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169551 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50208 members 
Mstep: Class 4 contains 49305 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64813 members 
Mstep: Class 7 contains 35010 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188268 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15102 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28432 members 
Mstep: Class 16 contains 91655 members 
Mstep: Class 17 contains 25560 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21888 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120856.000000 Penalty: 91810.695312
Iteration 400F: 28 clusters Score -9.812086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169551 members 
Mstep: Class 2 contains 115929 members 
Mstep: Class 3 contains 50208 members 
Mstep: Class 4 contains 49308 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64814 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5078 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188264 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15102 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28433 members 
Mstep: Class 16 contains 91655 members 
Mstep: Class 17 contains 25560 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120872.000000 Penalty: 91810.695312
Iteration 401Q: 28 clusters Score -9.812087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169550 members 
Mstep: Class 2 contains 115929 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 49310 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64817 members 
Mstep: Class 7 contains 35008 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188259 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15102 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28435 members 
Mstep: Class 16 contains 91657 members 
Mstep: Class 17 contains 25560 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120848.000000 Penalty: 91810.695312
Iteration 402Q: 28 clusters Score -9.812085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169550 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50206 members 
Mstep: Class 4 contains 49311 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64819 members 
Mstep: Class 7 contains 35008 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188257 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15102 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28436 members 
Mstep: Class 16 contains 91658 members 
Mstep: Class 17 contains 25560 members 
Mstep: Class 18 contains 7820 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120872.000000 Penalty: 91810.695312
Iteration 403Q: 28 clusters Score -9.812087e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169548 members 
Mstep: Class 2 contains 115927 members 
Mstep: Class 3 contains 50205 members 
Mstep: Class 4 contains 49314 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64821 members 
Mstep: Class 7 contains 35008 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188256 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15102 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28436 members 
Mstep: Class 16 contains 91658 members 
Mstep: Class 17 contains 25560 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4881 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120880.000000 Penalty: 91810.695312
Iteration 404Q: 28 clusters Score -9.812088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169546 members 
Mstep: Class 2 contains 115927 members 
Mstep: Class 3 contains 50203 members 
Mstep: Class 4 contains 49318 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64821 members 
Mstep: Class 7 contains 35008 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188252 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15102 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28436 members 
Mstep: Class 16 contains 91660 members 
Mstep: Class 17 contains 25560 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4882 members 
Mstep: Class 23 contains 21888 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120832.000000 Penalty: 91810.695312
Iteration 405Q: 28 clusters Score -9.812083e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169544 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50202 members 
Mstep: Class 4 contains 49320 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64826 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188244 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28436 members 
Mstep: Class 16 contains 91660 members 
Mstep: Class 17 contains 25561 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4883 members 
Mstep: Class 23 contains 21889 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120880.000000 Penalty: 91810.695312
Iteration 406Q: 28 clusters Score -9.812088e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169542 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50201 members 
Mstep: Class 4 contains 49323 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64833 members 
Mstep: Class 7 contains 35010 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188236 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28435 members 
Mstep: Class 16 contains 91658 members 
Mstep: Class 17 contains 25561 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4884 members 
Mstep: Class 23 contains 21891 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120816.000000 Penalty: 91810.695312
Iteration 407Q: 28 clusters Score -9.812082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169543 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50201 members 
Mstep: Class 4 contains 49324 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64835 members 
Mstep: Class 7 contains 35010 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188231 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28435 members 
Mstep: Class 16 contains 91658 members 
Mstep: Class 17 contains 25561 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21891 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120848.000000 Penalty: 91810.695312
Iteration 408Q: 28 clusters Score -9.812085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169544 members 
Mstep: Class 2 contains 115929 members 
Mstep: Class 3 contains 50201 members 
Mstep: Class 4 contains 49325 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64836 members 
Mstep: Class 7 contains 35010 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188226 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28435 members 
Mstep: Class 16 contains 91658 members 
Mstep: Class 17 contains 25561 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21892 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120808.000000 Penalty: 91810.695312
Iteration 409Q: 28 clusters Score -9.812081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169544 members 
Mstep: Class 2 contains 115929 members 
Mstep: Class 3 contains 50201 members 
Mstep: Class 4 contains 49328 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64837 members 
Mstep: Class 7 contains 35010 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188222 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28435 members 
Mstep: Class 16 contains 91657 members 
Mstep: Class 17 contains 25561 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21893 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120792.000000 Penalty: 91810.695312
Iteration 410Q: 28 clusters Score -9.812079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169542 members 
Mstep: Class 2 contains 115930 members 
Mstep: Class 3 contains 50201 members 
Mstep: Class 4 contains 49329 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64839 members 
Mstep: Class 7 contains 35010 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188217 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28435 members 
Mstep: Class 16 contains 91658 members 
Mstep: Class 17 contains 25562 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21894 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120784.000000 Penalty: 91810.695312
Iteration 411Q: 28 clusters Score -9.812078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169546 members 
Mstep: Class 2 contains 115929 members 
Mstep: Class 3 contains 50201 members 
Mstep: Class 4 contains 49332 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64838 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188214 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28435 members 
Mstep: Class 16 contains 91658 members 
Mstep: Class 17 contains 25562 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21893 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120792.000000 Penalty: 91810.695312
Iteration 412Q: 28 clusters Score -9.812079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169546 members 
Mstep: Class 2 contains 115929 members 
Mstep: Class 3 contains 50201 members 
Mstep: Class 4 contains 49336 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64837 members 
Mstep: Class 7 contains 35010 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188212 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28435 members 
Mstep: Class 16 contains 91658 members 
Mstep: Class 17 contains 25562 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21891 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120816.000000 Penalty: 91810.695312
Iteration 413Q: 28 clusters Score -9.812082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169546 members 
Mstep: Class 2 contains 115930 members 
Mstep: Class 3 contains 50200 members 
Mstep: Class 4 contains 49340 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64839 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188209 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28435 members 
Mstep: Class 16 contains 91658 members 
Mstep: Class 17 contains 25562 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21889 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120872.000000 Penalty: 91810.695312
Iteration 414Q: 28 clusters Score -9.812087e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169545 members 
Mstep: Class 2 contains 115930 members 
Mstep: Class 3 contains 50199 members 
Mstep: Class 4 contains 49344 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64840 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188207 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28435 members 
Mstep: Class 16 contains 91658 members 
Mstep: Class 17 contains 25563 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120840.000000 Penalty: 91810.695312
Iteration 415Q: 28 clusters Score -9.812084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169546 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50199 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64839 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188207 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28435 members 
Mstep: Class 16 contains 91658 members 
Mstep: Class 17 contains 25563 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120816.000000 Penalty: 91810.695312
Iteration 416Q: 28 clusters Score -9.812082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169544 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50199 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64841 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188207 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28435 members 
Mstep: Class 16 contains 91658 members 
Mstep: Class 17 contains 25563 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120808.000000 Penalty: 91810.695312
Iteration 417Q: 28 clusters Score -9.812081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169545 members 
Mstep: Class 2 contains 115927 members 
Mstep: Class 3 contains 50198 members 
Mstep: Class 4 contains 49347 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64843 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188205 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28435 members 
Mstep: Class 16 contains 91658 members 
Mstep: Class 17 contains 25563 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120784.000000 Penalty: 91810.695312
Iteration 418Q: 28 clusters Score -9.812078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169545 members 
Mstep: Class 2 contains 115927 members 
Mstep: Class 3 contains 50198 members 
Mstep: Class 4 contains 49347 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64843 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188204 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28436 members 
Mstep: Class 16 contains 91658 members 
Mstep: Class 17 contains 25563 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120760.000000 Penalty: 91810.695312
Iteration 419Q: 28 clusters Score -9.812076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169547 members 
Mstep: Class 2 contains 115927 members 
Mstep: Class 3 contains 50196 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64845 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188202 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28437 members 
Mstep: Class 16 contains 91658 members 
Mstep: Class 17 contains 25563 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120736.000000 Penalty: 91810.695312
Iteration 420F: 28 clusters Score -9.812074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169544 members 
Mstep: Class 2 contains 115926 members 
Mstep: Class 3 contains 50196 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64847 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188202 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28438 members 
Mstep: Class 16 contains 91659 members 
Mstep: Class 17 contains 25563 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120792.000000 Penalty: 91810.695312
Iteration 421Q: 28 clusters Score -9.812079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169543 members 
Mstep: Class 2 contains 115926 members 
Mstep: Class 3 contains 50196 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64846 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188202 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28439 members 
Mstep: Class 16 contains 91659 members 
Mstep: Class 17 contains 25564 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120784.000000 Penalty: 91810.695312
Iteration 422Q: 28 clusters Score -9.812078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169543 members 
Mstep: Class 2 contains 115926 members 
Mstep: Class 3 contains 50195 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64846 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188202 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28439 members 
Mstep: Class 16 contains 91659 members 
Mstep: Class 17 contains 25565 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120800.000000 Penalty: 91810.695312
Iteration 423Q: 28 clusters Score -9.81208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169541 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50195 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64846 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188202 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28439 members 
Mstep: Class 16 contains 91659 members 
Mstep: Class 17 contains 25565 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120760.000000 Penalty: 91810.695312
Iteration 424Q: 28 clusters Score -9.812076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169542 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50195 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64847 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188201 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15100 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28439 members 
Mstep: Class 16 contains 91659 members 
Mstep: Class 17 contains 25565 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120752.000000 Penalty: 91810.695312
Iteration 425Q: 28 clusters Score -9.812075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169542 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50195 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64847 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188201 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15100 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28439 members 
Mstep: Class 16 contains 91659 members 
Mstep: Class 17 contains 25565 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98120752.000000 Penalty: 91810.695312
Iteration 426F: 28 clusters Score -9.812075e+07 nChanged 0
Entering ConstructFrom: 
Score: -98120752.000000 Penalty: 91810.695312
Entering ConstructFrom: 
Trying to split cluster 1 (169542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169542 members 
Entering Unmasked Estep 
Score: -18831286.000000 Penalty: 2986.132324
	Iteration 0F: 2 clusters Score -1.883129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84373 members 
Mstep: Class 2 contains 85169 members 
Entering Unmasked Estep 
Score: -18719866.000000 Penalty: 5972.264648
	Iteration 0F: 3 clusters Score -1.871987e+07 nChanged 81145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78704 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -18768468.000000 Penalty: 5972.264648
	Iteration 1F: 3 clusters Score -1.876847e+07 nChanged 7261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 95007 members 
Entering Unmasked Estep 
Score: -18771568.000000 Penalty: 5972.264648
	Iteration 2Q: 3 clusters Score -1.877157e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67979 members 
Mstep: Class 2 contains 101563 members 
Entering Unmasked Estep 
Score: -18776818.000000 Penalty: 5972.264648
	Iteration 3F: 3 clusters Score -1.877682e+07 nChanged 12649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 111204 members 
Entering Unmasked Estep 
Score: -18785854.000000 Penalty: 5972.264648
	Iteration 4F: 3 clusters Score -1.878585e+07 nChanged 14845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 123263 members 
Entering Unmasked Estep 
Score: -18799518.000000 Penalty: 5972.264648
	Iteration 5F: 3 clusters Score -1.879952e+07 nChanged 13704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 134235 members 
Entering Unmasked Estep 
Score: -18814308.000000 Penalty: 5972.264648
	Iteration 6F: 3 clusters Score -1.881431e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 139889 members 
Entering Unmasked Estep 
Score: -18823750.000000 Penalty: 5972.264648
	Iteration 7F: 3 clusters Score -1.882375e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 142148 members 
Entering Unmasked Estep 
Score: -18826108.000000 Penalty: 5972.264648
	Iteration 8Q: 3 clusters Score -1.882611e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 143756 members 
Entering Unmasked Estep 
Score: -18826908.000000 Penalty: 5972.264648
	Iteration 9Q: 3 clusters Score -1.882691e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 145098 members 
Entering Unmasked Estep 
Score: -18827452.000000 Penalty: 5972.264648
	Iteration 10Q: 3 clusters Score -1.882745e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 146386 members 
Entering Unmasked Estep 
Score: -18827778.000000 Penalty: 5972.264648
	Iteration 11Q: 3 clusters Score -1.882778e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 147711 members 
Entering Unmasked Estep 
Score: -18828094.000000 Penalty: 5972.264648
	Iteration 12Q: 3 clusters Score -1.882809e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 149120 members 
Entering Unmasked Estep 
Score: -18828468.000000 Penalty: 5972.264648
	Iteration 13Q: 3 clusters Score -1.882847e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 150584 members 
Entering Unmasked Estep 
Score: -18828644.000000 Penalty: 5972.264648
	Iteration 14Q: 3 clusters Score -1.882864e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 152059 members 
Entering Unmasked Estep 
Score: -18828842.000000 Penalty: 5972.264648
	Iteration 15Q: 3 clusters Score -1.882884e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 153547 members 
Entering Unmasked Estep 
Score: -18828934.000000 Penalty: 5972.264648
	Iteration 16Q: 3 clusters Score -1.882893e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 155062 members 
Entering Unmasked Estep 
Score: -18828992.000000 Penalty: 5972.264648
	Iteration 17Q: 3 clusters Score -1.882899e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 156612 members 
Entering Unmasked Estep 
Score: -18829034.000000 Penalty: 5972.264648
	Iteration 18Q: 3 clusters Score -1.882903e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 158082 members 
Entering Unmasked Estep 
Score: -18829200.000000 Penalty: 5972.264648
	Iteration 19Q: 3 clusters Score -1.88292e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 159472 members 
Entering Unmasked Estep 
Score: -18829382.000000 Penalty: 5972.264648
	Iteration 20F: 3 clusters Score -1.882938e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 160769 members 
Entering Unmasked Estep 
Score: -18829448.000000 Penalty: 5972.264648
	Iteration 21Q: 3 clusters Score -1.882945e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 161926 members 
Entering Unmasked Estep 
Score: -18829530.000000 Penalty: 5972.264648
	Iteration 22Q: 3 clusters Score -1.882953e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 162914 members 
Entering Unmasked Estep 
Score: -18829560.000000 Penalty: 5972.264648
	Iteration 23Q: 3 clusters Score -1.882956e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 163787 members 
Entering Unmasked Estep 
Score: -18829536.000000 Penalty: 5972.264648
	Iteration 24Q: 3 clusters Score -1.882954e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 164519 members 
Entering Unmasked Estep 
Score: -18829488.000000 Penalty: 5972.264648
	Iteration 25Q: 3 clusters Score -1.882949e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 165116 members 
Entering Unmasked Estep 
Score: -18829494.000000 Penalty: 5972.264648
	Iteration 26Q: 3 clusters Score -1.882949e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 165578 members 
Entering Unmasked Estep 
Score: -18829450.000000 Penalty: 5972.264648
	Iteration 27Q: 3 clusters Score -1.882945e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 165952 members 
Entering Unmasked Estep 
Score: -18829480.000000 Penalty: 5972.264648
	Iteration 28Q: 3 clusters Score -1.882948e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 166231 members 
Entering Unmasked Estep 
Score: -18829492.000000 Penalty: 5972.264648
	Iteration 29Q: 3 clusters Score -1.882949e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 166473 members 
Entering Unmasked Estep 
Score: -18829478.000000 Penalty: 5972.264648
	Iteration 30Q: 3 clusters Score -1.882948e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 166703 members 
Entering Unmasked Estep 
Score: -18829466.000000 Penalty: 5972.264648
	Iteration 31Q: 3 clusters Score -1.882947e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 166881 members 
Entering Unmasked Estep 
Score: -18829464.000000 Penalty: 5972.264648
	Iteration 32Q: 3 clusters Score -1.882946e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 167031 members 
Entering Unmasked Estep 
Score: -18829440.000000 Penalty: 5972.264648
	Iteration 33Q: 3 clusters Score -1.882944e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 167184 members 
Entering Unmasked Estep 
Score: -18829456.000000 Penalty: 5972.264648
	Iteration 34Q: 3 clusters Score -1.882946e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 167319 members 
Entering Unmasked Estep 
Score: -18829428.000000 Penalty: 5972.264648
	Iteration 35Q: 3 clusters Score -1.882943e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 167430 members 
Entering Unmasked Estep 
Score: -18829450.000000 Penalty: 5972.264648
	Iteration 36Q: 3 clusters Score -1.882945e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 167518 members 
Entering Unmasked Estep 
Score: -18829438.000000 Penalty: 5972.264648
	Iteration 37Q: 3 clusters Score -1.882944e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 167596 members 
Entering Unmasked Estep 
Score: -18829416.000000 Penalty: 5972.264648
	Iteration 38Q: 3 clusters Score -1.882942e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 167659 members 
Entering Unmasked Estep 
Score: -18829432.000000 Penalty: 5972.264648
	Iteration 39Q: 3 clusters Score -1.882943e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 167702 members 
Entering Unmasked Estep 
Score: -18829454.000000 Penalty: 5972.264648
	Iteration 40F: 3 clusters Score -1.882945e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 167738 members 
Entering Unmasked Estep 
Score: -18829500.000000 Penalty: 5972.264648
	Iteration 41Q: 3 clusters Score -1.88295e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 167771 members 
Entering Unmasked Estep 
Score: -18829478.000000 Penalty: 5972.264648
	Iteration 42Q: 3 clusters Score -1.882948e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 167799 members 
Entering Unmasked Estep 
Score: -18829454.000000 Penalty: 5972.264648
	Iteration 43Q: 3 clusters Score -1.882945e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 167823 members 
Entering Unmasked Estep 
Score: -18829438.000000 Penalty: 5972.264648
	Iteration 44Q: 3 clusters Score -1.882944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 167844 members 
Entering Unmasked Estep 
Score: -18829438.000000 Penalty: 5972.264648
	Iteration 45Q: 3 clusters Score -1.882944e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 167869 members 
Entering Unmasked Estep 
Score: -18829432.000000 Penalty: 5972.264648
	Iteration 46Q: 3 clusters Score -1.882943e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 167893 members 
Entering Unmasked Estep 
Score: -18829430.000000 Penalty: 5972.264648
	Iteration 47Q: 3 clusters Score -1.882943e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 167917 members 
Entering Unmasked Estep 
Score: -18829418.000000 Penalty: 5972.264648
	Iteration 48Q: 3 clusters Score -1.882942e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 167932 members 
Entering Unmasked Estep 
Score: -18829430.000000 Penalty: 5972.264648
	Iteration 49Q: 3 clusters Score -1.882943e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 167943 members 
Entering Unmasked Estep 
Score: -18829438.000000 Penalty: 5972.264648
	Iteration 50Q: 3 clusters Score -1.882944e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 167956 members 
Entering Unmasked Estep 
Score: -18829422.000000 Penalty: 5972.264648
	Iteration 51Q: 3 clusters Score -1.882942e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 167966 members 
Entering Unmasked Estep 
Score: -18829430.000000 Penalty: 5972.264648
	Iteration 52Q: 3 clusters Score -1.882943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 167973 members 
Entering Unmasked Estep 
Score: -18829418.000000 Penalty: 5972.264648
	Iteration 53Q: 3 clusters Score -1.882942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 167979 members 
Entering Unmasked Estep 
Score: -18829434.000000 Penalty: 5972.264648
	Iteration 54Q: 3 clusters Score -1.882943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 167985 members 
Entering Unmasked Estep 
Score: -18829428.000000 Penalty: 5972.264648
	Iteration 55Q: 3 clusters Score -1.882943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 167993 members 
Entering Unmasked Estep 
Score: -18829418.000000 Penalty: 5972.264648
	Iteration 56Q: 3 clusters Score -1.882942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 168002 members 
Entering Unmasked Estep 
Score: -18829414.000000 Penalty: 5972.264648
	Iteration 57Q: 3 clusters Score -1.882941e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 168010 members 
Entering Unmasked Estep 
Score: -18829420.000000 Penalty: 5972.264648
	Iteration 58Q: 3 clusters Score -1.882942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 168018 members 
Entering Unmasked Estep 
Score: -18829412.000000 Penalty: 5972.264648
	Iteration 59Q: 3 clusters Score -1.882941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 168022 members 
Entering Unmasked Estep 
Score: -18829406.000000 Penalty: 5972.264648
	Iteration 60F: 3 clusters Score -1.882941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 168023 members 
Entering Unmasked Estep 
Score: -18829406.000000 Penalty: 5972.264648
	Iteration 61Q: 3 clusters Score -1.882941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 168024 members 
Entering Unmasked Estep 
Score: -18829410.000000 Penalty: 5972.264648
	Iteration 62Q: 3 clusters Score -1.882941e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 168024 members 
Entering Unmasked Estep 
Score: -18829410.000000 Penalty: 5972.264648
	Iteration 63F: 3 clusters Score -1.882941e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (115928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115928 members 
Entering Unmasked Estep 
Score: -13140555.000000 Penalty: 2891.859619
	Iteration 0F: 2 clusters Score -1.314056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57722 members 
Mstep: Class 2 contains 58206 members 
Entering Unmasked Estep 
Score: -13063018.000000 Penalty: 5783.719238
	Iteration 0F: 3 clusters Score -1.306302e+07 nChanged 55077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -13094274.000000 Penalty: 5783.719238
	Iteration 1F: 3 clusters Score -1.309427e+07 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -13095115.000000 Penalty: 5783.719238
	Iteration 2Q: 3 clusters Score -1.309512e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -13096000.000000 Penalty: 5783.719238
	Iteration 3Q: 3 clusters Score -1.3096e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 69370 members 
Entering Unmasked Estep 
Score: -13097693.000000 Penalty: 5783.719238
	Iteration 4Q: 3 clusters Score -1.309769e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -13100762.000000 Penalty: 5783.719238
	Iteration 5F: 3 clusters Score -1.310076e+07 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 83798 members 
Entering Unmasked Estep 
Score: -13106665.000000 Penalty: 5783.719238
	Iteration 6F: 3 clusters Score -1.310666e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -13116241.000000 Penalty: 5783.719238
	Iteration 7F: 3 clusters Score -1.311624e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 105112 members 
Entering Unmasked Estep 
Score: -13126937.000000 Penalty: 5783.719238
	Iteration 8F: 3 clusters Score -1.312694e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 112115 members 
Entering Unmasked Estep 
Score: -13134333.000000 Penalty: 5783.719238
	Iteration 9F: 3 clusters Score -1.313433e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 114804 members 
Entering Unmasked Estep 
Score: -13136904.000000 Penalty: 5783.719238
	Iteration 10Q: 3 clusters Score -1.31369e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 115495 members 
Entering Unmasked Estep 
Score: -13137577.000000 Penalty: 5783.719238
	Iteration 11Q: 3 clusters Score -1.313758e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 115644 members 
Entering Unmasked Estep 
Score: -13137806.000000 Penalty: 5783.719238
	Iteration 12Q: 3 clusters Score -1.313781e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 115678 members 
Entering Unmasked Estep 
Score: -13137870.000000 Penalty: 5783.719238
	Iteration 13Q: 3 clusters Score -1.313787e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 115698 members 
Entering Unmasked Estep 
Score: -13137920.000000 Penalty: 5783.719238
	Iteration 14Q: 3 clusters Score -1.313792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 115704 members 
Entering Unmasked Estep 
Score: -13137959.000000 Penalty: 5783.719238
	Iteration 15Q: 3 clusters Score -1.313796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 115714 members 
Entering Unmasked Estep 
Score: -13137995.000000 Penalty: 5783.719238
	Iteration 16Q: 3 clusters Score -1.3138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 115721 members 
Entering Unmasked Estep 
Score: -13138011.000000 Penalty: 5783.719238
	Iteration 17Q: 3 clusters Score -1.313801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 115724 members 
Entering Unmasked Estep 
Score: -13138019.000000 Penalty: 5783.719238
	Iteration 18Q: 3 clusters Score -1.313802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 115725 members 
Entering Unmasked Estep 
Score: -13138028.000000 Penalty: 5783.719238
	Iteration 19Q: 3 clusters Score -1.313803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 115726 members 
Entering Unmasked Estep 
Score: -13138021.000000 Penalty: 5783.719238
	Iteration 20F: 3 clusters Score -1.313802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 115727 members 
Entering Unmasked Estep 
Score: -13138038.000000 Penalty: 5783.719238
	Iteration 21Q: 3 clusters Score -1.313804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 115727 members 
Entering Unmasked Estep 
Score: -13138037.000000 Penalty: 5783.719238
	Iteration 22Q: 3 clusters Score -1.313804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 115728 members 
Entering Unmasked Estep 
Score: -13138035.000000 Penalty: 5783.719238
	Iteration 23Q: 3 clusters Score -1.313804e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 115728 members 
Entering Unmasked Estep 
Score: -13138035.000000 Penalty: 5783.719238
	Iteration 24F: 3 clusters Score -1.313804e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Entering Unmasked Estep 
Score: -5455172.000000 Penalty: 2684.270264
	Iteration 0F: 2 clusters Score -5455172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -5421259.000000 Penalty: 5368.540527
	Iteration 0F: 3 clusters Score -5421259 nChanged 23227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -5434108.500000 Penalty: 5368.540527
	Iteration 1F: 3 clusters Score -5434108 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -5434587.500000 Penalty: 5368.540527
	Iteration 2Q: 3 clusters Score -5434588 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -5435065.000000 Penalty: 5368.540527
	Iteration 3Q: 3 clusters Score -5435065 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -5435511.500000 Penalty: 5368.540527
	Iteration 4Q: 3 clusters Score -5435512 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -5436038.000000 Penalty: 5368.540527
	Iteration 5Q: 3 clusters Score -5436038 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -5436684.000000 Penalty: 5368.540527
	Iteration 6Q: 3 clusters Score -5436684 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -5437433.500000 Penalty: 5368.540527
	Iteration 7Q: 3 clusters Score -5437434 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -5438344.000000 Penalty: 5368.540527
	Iteration 8Q: 3 clusters Score -5438344 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -5439451.000000 Penalty: 5368.540527
	Iteration 9Q: 3 clusters Score -5439451 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -5440667.000000 Penalty: 5368.540527
	Iteration 10Q: 3 clusters Score -5440667 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -5441824.500000 Penalty: 5368.540527
	Iteration 11Q: 3 clusters Score -5441824 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -5442689.500000 Penalty: 5368.540527
	Iteration 12Q: 3 clusters Score -5442690 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -5443263.000000 Penalty: 5368.540527
	Iteration 13Q: 3 clusters Score -5443263 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -5443647.500000 Penalty: 5368.540527
	Iteration 14Q: 3 clusters Score -5443648 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -5443946.000000 Penalty: 5368.540527
	Iteration 15Q: 3 clusters Score -5443946 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -5444224.000000 Penalty: 5368.540527
	Iteration 16Q: 3 clusters Score -5444224 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -5444464.000000 Penalty: 5368.540527
	Iteration 17Q: 3 clusters Score -5444464 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -5444785.000000 Penalty: 5368.540527
	Iteration 18Q: 3 clusters Score -5444785 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -5445114.500000 Penalty: 5368.540527
	Iteration 19Q: 3 clusters Score -5445114 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -5445505.500000 Penalty: 5368.540527
	Iteration 20F: 3 clusters Score -5445506 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -5445968.000000 Penalty: 5368.540527
	Iteration 21Q: 3 clusters Score -5445968 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -5446571.000000 Penalty: 5368.540527
	Iteration 22Q: 3 clusters Score -5446571 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -5447292.500000 Penalty: 5368.540527
	Iteration 23Q: 3 clusters Score -5447292 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -5448107.000000 Penalty: 5368.540527
	Iteration 24Q: 3 clusters Score -5448107 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -5448909.500000 Penalty: 5368.540527
	Iteration 25Q: 3 clusters Score -5448910 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -5449678.500000 Penalty: 5368.540527
	Iteration 26Q: 3 clusters Score -5449678 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -5450431.000000 Penalty: 5368.540527
	Iteration 27Q: 3 clusters Score -5450431 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -5451003.000000 Penalty: 5368.540527
	Iteration 28Q: 3 clusters Score -5451003 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -5451366.000000 Penalty: 5368.540527
	Iteration 29Q: 3 clusters Score -5451366 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -5451613.500000 Penalty: 5368.540527
	Iteration 30Q: 3 clusters Score -5451614 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -5451795.500000 Penalty: 5368.540527
	Iteration 31Q: 3 clusters Score -5451796 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -5451894.000000 Penalty: 5368.540527
	Iteration 32Q: 3 clusters Score -5451894 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -5452002.000000 Penalty: 5368.540527
	Iteration 33Q: 3 clusters Score -5452002 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -5452077.500000 Penalty: 5368.540527
	Iteration 34Q: 3 clusters Score -5452078 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
Score: -5452126.000000 Penalty: 5368.540527
	Iteration 35Q: 3 clusters Score -5452126 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -5452173.000000 Penalty: 5368.540527
	Iteration 36Q: 3 clusters Score -5452173 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -5452224.500000 Penalty: 5368.540527
	Iteration 37Q: 3 clusters Score -5452224 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -5452277.000000 Penalty: 5368.540527
	Iteration 38Q: 3 clusters Score -5452277 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -5452312.500000 Penalty: 5368.540527
	Iteration 39Q: 3 clusters Score -5452312 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -5452351.000000 Penalty: 5368.540527
	Iteration 40F: 3 clusters Score -5452351 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -5452377.000000 Penalty: 5368.540527
	Iteration 41Q: 3 clusters Score -5452377 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -5452397.500000 Penalty: 5368.540527
	Iteration 42Q: 3 clusters Score -5452398 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -5452426.500000 Penalty: 5368.540527
	Iteration 43Q: 3 clusters Score -5452426 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -5452447.000000 Penalty: 5368.540527
	Iteration 44Q: 3 clusters Score -5452447 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -5452472.000000 Penalty: 5368.540527
	Iteration 45Q: 3 clusters Score -5452472 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -5452503.500000 Penalty: 5368.540527
	Iteration 46Q: 3 clusters Score -5452504 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -5452522.000000 Penalty: 5368.540527
	Iteration 47Q: 3 clusters Score -5452522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -5452545.500000 Penalty: 5368.540527
	Iteration 48Q: 3 clusters Score -5452546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -5452576.500000 Penalty: 5368.540527
	Iteration 49Q: 3 clusters Score -5452576 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -5452594.500000 Penalty: 5368.540527
	Iteration 50Q: 3 clusters Score -5452594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -5452615.500000 Penalty: 5368.540527
	Iteration 51Q: 3 clusters Score -5452616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -5452622.000000 Penalty: 5368.540527
	Iteration 52Q: 3 clusters Score -5452622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -5452631.500000 Penalty: 5368.540527
	Iteration 53Q: 3 clusters Score -5452632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -5452646.500000 Penalty: 5368.540527
	Iteration 54Q: 3 clusters Score -5452646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -5452654.500000 Penalty: 5368.540527
	Iteration 55Q: 3 clusters Score -5452654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -5452653.500000 Penalty: 5368.540527
	Iteration 56Q: 3 clusters Score -5452654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -5452668.500000 Penalty: 5368.540527
	Iteration 57Q: 3 clusters Score -5452668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -5452671.000000 Penalty: 5368.540527
	Iteration 58Q: 3 clusters Score -5452671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -5452673.500000 Penalty: 5368.540527
	Iteration 59Q: 3 clusters Score -5452674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -5452671.500000 Penalty: 5368.540527
	Iteration 60F: 3 clusters Score -5452672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 47462 members 
Entering Unmasked Estep 
Score: -5452671.000000 Penalty: 5368.540527
	Iteration 61Q: 3 clusters Score -5452671 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -5452668.500000 Penalty: 5368.540527
	Iteration 62Q: 3 clusters Score -5452668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -5452677.500000 Penalty: 5368.540527
	Iteration 63Q: 3 clusters Score -5452678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -5452675.500000 Penalty: 5368.540527
	Iteration 64Q: 3 clusters Score -5452676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -5452670.500000 Penalty: 5368.540527
	Iteration 65Q: 3 clusters Score -5452670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -5452683.000000 Penalty: 5368.540527
	Iteration 66Q: 3 clusters Score -5452683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -5452688.000000 Penalty: 5368.540527
	Iteration 67Q: 3 clusters Score -5452688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -5452690.000000 Penalty: 5368.540527
	Iteration 68Q: 3 clusters Score -5452690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -5452685.500000 Penalty: 5368.540527
	Iteration 69Q: 3 clusters Score -5452686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -5452682.500000 Penalty: 5368.540527
	Iteration 70Q: 3 clusters Score -5452682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -5452687.000000 Penalty: 5368.540527
	Iteration 71Q: 3 clusters Score -5452687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -5452682.000000 Penalty: 5368.540527
	Iteration 72Q: 3 clusters Score -5452682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -5452686.000000 Penalty: 5368.540527
	Iteration 73Q: 3 clusters Score -5452686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -5452686.000000 Penalty: 5368.540527
	Iteration 74F: 3 clusters Score -5452686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (49346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Entering Unmasked Estep 
Score: -5576303.500000 Penalty: 2680.039795
	Iteration 0F: 2 clusters Score -5576304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -5543116.000000 Penalty: 5360.079590
	Iteration 0F: 3 clusters Score -5543116 nChanged 22798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -5555848.000000 Penalty: 5360.079590
	Iteration 1F: 3 clusters Score -5555848 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -5556465.000000 Penalty: 5360.079590
	Iteration 2Q: 3 clusters Score -5556465 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -5557319.500000 Penalty: 5360.079590
	Iteration 3Q: 3 clusters Score -5557320 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -5558632.000000 Penalty: 5360.079590
	Iteration 4F: 3 clusters Score -5558632 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -5560769.000000 Penalty: 5360.079590
	Iteration 5F: 3 clusters Score -5560769 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -5564006.000000 Penalty: 5360.079590
	Iteration 6F: 3 clusters Score -5564006 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -5567877.500000 Penalty: 5360.079590
	Iteration 7F: 3 clusters Score -5567878 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -5571174.500000 Penalty: 5360.079590
	Iteration 8F: 3 clusters Score -5571174 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5572944.000000 Penalty: 5360.079590
	Iteration 9Q: 3 clusters Score -5572944 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5573573.000000 Penalty: 5360.079590
	Iteration 10Q: 3 clusters Score -5573573 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5573820.000000 Penalty: 5360.079590
	Iteration 11Q: 3 clusters Score -5573820 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5573921.000000 Penalty: 5360.079590
	Iteration 12Q: 3 clusters Score -5573921 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5573969.000000 Penalty: 5360.079590
	Iteration 13Q: 3 clusters Score -5573969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5573997.500000 Penalty: 5360.079590
	Iteration 14Q: 3 clusters Score -5573998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5574013.000000 Penalty: 5360.079590
	Iteration 15Q: 3 clusters Score -5574013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5574026.000000 Penalty: 5360.079590
	Iteration 16Q: 3 clusters Score -5574026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5574027.000000 Penalty: 5360.079590
	Iteration 17Q: 3 clusters Score -5574027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5574031.000000 Penalty: 5360.079590
	Iteration 18Q: 3 clusters Score -5574031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5574042.000000 Penalty: 5360.079590
	Iteration 19Q: 3 clusters Score -5574042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5574046.500000 Penalty: 5360.079590
	Iteration 20F: 3 clusters Score -5574046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5574048.500000 Penalty: 5360.079590
	Iteration 21Q: 3 clusters Score -5574048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5574045.500000 Penalty: 5360.079590
	Iteration 22Q: 3 clusters Score -5574046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5574049.500000 Penalty: 5360.079590
	Iteration 23Q: 3 clusters Score -5574050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5574050.000000 Penalty: 5360.079590
	Iteration 24Q: 3 clusters Score -5574050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5574054.000000 Penalty: 5360.079590
	Iteration 25Q: 3 clusters Score -5574054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5574057.500000 Penalty: 5360.079590
	Iteration 26Q: 3 clusters Score -5574058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5574058.000000 Penalty: 5360.079590
	Iteration 27Q: 3 clusters Score -5574058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5574058.000000 Penalty: 5360.079590
	Iteration 28F: 3 clusters Score -5574058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Entering Unmasked Estep 
Score: -87575.882812 Penalty: 1710.380127
	Iteration 0F: 2 clusters Score -87575.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -85676.757812 Penalty: 3420.760254
	Iteration 0F: 3 clusters Score -85676.76 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -86331.507812 Penalty: 3420.760254
	Iteration 1F: 3 clusters Score -86331.51 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -86629.093750 Penalty: 3420.760254
	Iteration 2F: 3 clusters Score -86629.09 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -86926.453125 Penalty: 3420.760254
	Iteration 3F: 3 clusters Score -86926.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -87069.976562 Penalty: 3420.760254
	Iteration 4F: 3 clusters Score -87069.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -87192.468750 Penalty: 3420.760254
	Iteration 5Q: 3 clusters Score -87192.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -87406.476562 Penalty: 3420.760254
	Iteration 6Q: 3 clusters Score -87406.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -87679.289062 Penalty: 3420.760254
	Iteration 7Q: 3 clusters Score -87679.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -87887.476562 Penalty: 3420.760254
	Iteration 8Q: 3 clusters Score -87887.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -87968.140625 Penalty: 3420.760254
	Iteration 9Q: 3 clusters Score -87968.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -87990.570312 Penalty: 3420.760254
	Iteration 10Q: 3 clusters Score -87990.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -88017.460938 Penalty: 3420.760254
	Iteration 11Q: 3 clusters Score -88017.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -88060.992188 Penalty: 3420.760254
	Iteration 12Q: 3 clusters Score -88060.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -88114.210938 Penalty: 3420.760254
	Iteration 13Q: 3 clusters Score -88114.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -88182.343750 Penalty: 3420.760254
	Iteration 14Q: 3 clusters Score -88182.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -88267.429688 Penalty: 3420.760254
	Iteration 15Q: 3 clusters Score -88267.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -88290.835938 Penalty: 3420.760254
	Iteration 16Q: 3 clusters Score -88290.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -88337.578125 Penalty: 3420.760254
	Iteration 17Q: 3 clusters Score -88337.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -88417.382812 Penalty: 3420.760254
	Iteration 18Q: 3 clusters Score -88417.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -88524.320312 Penalty: 3420.760254
	Iteration 19Q: 3 clusters Score -88524.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -88643.101562 Penalty: 3420.760254
	Iteration 20F: 3 clusters Score -88643.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -88753.992188 Penalty: 3420.760254
	Iteration 21Q: 3 clusters Score -88753.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -88771.390625 Penalty: 3420.760254
	Iteration 22Q: 3 clusters Score -88771.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -88778.101562 Penalty: 3420.760254
	Iteration 23Q: 3 clusters Score -88778.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -88782.734375 Penalty: 3420.760254
	Iteration 24Q: 3 clusters Score -88782.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -88784.015625 Penalty: 3420.760254
	Iteration 25Q: 3 clusters Score -88784.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -88785.359375 Penalty: 3420.760254
	Iteration 26Q: 3 clusters Score -88785.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -88788.359375 Penalty: 3420.760254
	Iteration 27Q: 3 clusters Score -88788.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -88791.218750 Penalty: 3420.760254
	Iteration 28Q: 3 clusters Score -88791.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -88793.062500 Penalty: 3420.760254
	Iteration 29Q: 3 clusters Score -88793.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -88793.953125 Penalty: 3420.760254
	Iteration 30Q: 3 clusters Score -88793.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -88793.953125 Penalty: 3420.760254
	Iteration 31F: 3 clusters Score -88793.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169542 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50195 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 64847 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188201 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15100 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28439 members 
Mstep: Class 16 contains 91659 members 
Mstep: Class 17 contains 25565 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Mstep: Class 28 contains 547 members 
Entering Unmasked Estep 
Score: -98120208.000000 Penalty: 95211.085938
Splitting cluster 5 changes total score from -98120752.000000 to -98120208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (64847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Entering Unmasked Estep 
Score: -7283979.500000 Penalty: 2747.787109
	Iteration 0F: 2 clusters Score -7283980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -7240669.500000 Penalty: 5495.574219
	Iteration 0F: 3 clusters Score -7240670 nChanged 30089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -7257558.000000 Penalty: 5495.574219
	Iteration 1F: 3 clusters Score -7257558 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -7258124.500000 Penalty: 5495.574219
	Iteration 2Q: 3 clusters Score -7258124 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -7258655.000000 Penalty: 5495.574219
	Iteration 3Q: 3 clusters Score -7258655 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -7259118.500000 Penalty: 5495.574219
	Iteration 4Q: 3 clusters Score -7259118 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -7259761.500000 Penalty: 5495.574219
	Iteration 5Q: 3 clusters Score -7259762 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -7260353.000000 Penalty: 5495.574219
	Iteration 6Q: 3 clusters Score -7260353 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -7261094.500000 Penalty: 5495.574219
	Iteration 7Q: 3 clusters Score -7261094 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -7262134.000000 Penalty: 5495.574219
	Iteration 8Q: 3 clusters Score -7262134 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -7263733.000000 Penalty: 5495.574219
	Iteration 9Q: 3 clusters Score -7263733 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -7265999.500000 Penalty: 5495.574219
	Iteration 10F: 3 clusters Score -7266000 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -7268594.500000 Penalty: 5495.574219
	Iteration 11F: 3 clusters Score -7268594 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -7271129.000000 Penalty: 5495.574219
	Iteration 12F: 3 clusters Score -7271129 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -7273048.000000 Penalty: 5495.574219
	Iteration 13Q: 3 clusters Score -7273048 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -7274202.500000 Penalty: 5495.574219
	Iteration 14Q: 3 clusters Score -7274202 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -7274984.000000 Penalty: 5495.574219
	Iteration 15Q: 3 clusters Score -7274984 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -7275523.000000 Penalty: 5495.574219
	Iteration 16Q: 3 clusters Score -7275523 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54931 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -7276064.500000 Penalty: 5495.574219
	Iteration 17Q: 3 clusters Score -7276064 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56110 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -7276632.500000 Penalty: 5495.574219
	Iteration 18Q: 3 clusters Score -7276632 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57211 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -7277170.000000 Penalty: 5495.574219
	Iteration 19Q: 3 clusters Score -7277170 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -7277755.000000 Penalty: 5495.574219
	Iteration 20F: 3 clusters Score -7277755 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -7278358.000000 Penalty: 5495.574219
	Iteration 21Q: 3 clusters Score -7278358 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -7278920.500000 Penalty: 5495.574219
	Iteration 22Q: 3 clusters Score -7278920 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -7279463.000000 Penalty: 5495.574219
	Iteration 23Q: 3 clusters Score -7279463 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -7279923.500000 Penalty: 5495.574219
	Iteration 24Q: 3 clusters Score -7279924 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -7280397.000000 Penalty: 5495.574219
	Iteration 25Q: 3 clusters Score -7280397 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7280713.500000 Penalty: 5495.574219
	Iteration 26Q: 3 clusters Score -7280714 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7280988.000000 Penalty: 5495.574219
	Iteration 27Q: 3 clusters Score -7280988 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7281177.000000 Penalty: 5495.574219
	Iteration 28Q: 3 clusters Score -7281177 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7281286.000000 Penalty: 5495.574219
	Iteration 29Q: 3 clusters Score -7281286 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64112 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7281371.000000 Penalty: 5495.574219
	Iteration 30Q: 3 clusters Score -7281371 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64206 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7281445.000000 Penalty: 5495.574219
	Iteration 31Q: 3 clusters Score -7281445 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7281499.000000 Penalty: 5495.574219
	Iteration 32Q: 3 clusters Score -7281499 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64313 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7281543.000000 Penalty: 5495.574219
	Iteration 33Q: 3 clusters Score -7281543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7281557.500000 Penalty: 5495.574219
	Iteration 34Q: 3 clusters Score -7281558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7281572.500000 Penalty: 5495.574219
	Iteration 35Q: 3 clusters Score -7281572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64362 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7281584.000000 Penalty: 5495.574219
	Iteration 36Q: 3 clusters Score -7281584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7281584.000000 Penalty: 5495.574219
	Iteration 37Q: 3 clusters Score -7281584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64385 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7281610.000000 Penalty: 5495.574219
	Iteration 38Q: 3 clusters Score -7281610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7281621.500000 Penalty: 5495.574219
	Iteration 39Q: 3 clusters Score -7281622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64397 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7281626.000000 Penalty: 5495.574219
	Iteration 40F: 3 clusters Score -7281626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7281628.500000 Penalty: 5495.574219
	Iteration 41Q: 3 clusters Score -7281628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64405 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7281630.500000 Penalty: 5495.574219
	Iteration 42Q: 3 clusters Score -7281630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64413 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7281635.500000 Penalty: 5495.574219
	Iteration 43Q: 3 clusters Score -7281636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64417 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7281637.500000 Penalty: 5495.574219
	Iteration 44Q: 3 clusters Score -7281638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7281635.500000 Penalty: 5495.574219
	Iteration 45Q: 3 clusters Score -7281636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7281639.000000 Penalty: 5495.574219
	Iteration 46Q: 3 clusters Score -7281639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64425 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7281644.000000 Penalty: 5495.574219
	Iteration 47Q: 3 clusters Score -7281644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7281648.500000 Penalty: 5495.574219
	Iteration 48Q: 3 clusters Score -7281648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7281647.500000 Penalty: 5495.574219
	Iteration 49Q: 3 clusters Score -7281648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64431 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7281643.500000 Penalty: 5495.574219
	Iteration 50Q: 3 clusters Score -7281644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7281641.500000 Penalty: 5495.574219
	Iteration 51Q: 3 clusters Score -7281642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7281639.500000 Penalty: 5495.574219
	Iteration 52Q: 3 clusters Score -7281640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64434 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7281639.500000 Penalty: 5495.574219
	Iteration 53F: 3 clusters Score -7281640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -3969025.750000 Penalty: 2594.913574
	Iteration 0F: 2 clusters Score -3969026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -3945150.500000 Penalty: 5189.827148
	Iteration 0F: 3 clusters Score -3945150 nChanged 15953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3953712.500000 Penalty: 5189.827148
	Iteration 1F: 3 clusters Score -3953712 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -3954149.250000 Penalty: 5189.827148
	Iteration 2Q: 3 clusters Score -3954149 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3954567.750000 Penalty: 5189.827148
	Iteration 3Q: 3 clusters Score -3954568 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3955016.000000 Penalty: 5189.827148
	Iteration 4Q: 3 clusters Score -3955016 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -3955595.750000 Penalty: 5189.827148
	Iteration 5Q: 3 clusters Score -3955596 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -3956434.250000 Penalty: 5189.827148
	Iteration 6Q: 3 clusters Score -3956434 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -3957625.750000 Penalty: 5189.827148
	Iteration 7F: 3 clusters Score -3957626 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3959197.250000 Penalty: 5189.827148
	Iteration 8F: 3 clusters Score -3959197 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -3961151.500000 Penalty: 5189.827148
	Iteration 9F: 3 clusters Score -3961152 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -3963034.750000 Penalty: 5189.827148
	Iteration 10F: 3 clusters Score -3963035 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -3964308.750000 Penalty: 5189.827148
	Iteration 11Q: 3 clusters Score -3964309 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -3964972.000000 Penalty: 5189.827148
	Iteration 12Q: 3 clusters Score -3964972 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -3965305.250000 Penalty: 5189.827148
	Iteration 13Q: 3 clusters Score -3965305 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -3965555.000000 Penalty: 5189.827148
	Iteration 14Q: 3 clusters Score -3965555 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -3965700.750000 Penalty: 5189.827148
	Iteration 15Q: 3 clusters Score -3965701 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -3965851.250000 Penalty: 5189.827148
	Iteration 16Q: 3 clusters Score -3965851 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -3965968.500000 Penalty: 5189.827148
	Iteration 17Q: 3 clusters Score -3965968 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -3966055.250000 Penalty: 5189.827148
	Iteration 18Q: 3 clusters Score -3966055 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -3966154.500000 Penalty: 5189.827148
	Iteration 19Q: 3 clusters Score -3966154 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -3966257.750000 Penalty: 5189.827148
	Iteration 20F: 3 clusters Score -3966258 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -3966335.250000 Penalty: 5189.827148
	Iteration 21Q: 3 clusters Score -3966335 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -3966423.750000 Penalty: 5189.827148
	Iteration 22Q: 3 clusters Score -3966424 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -3966507.000000 Penalty: 5189.827148
	Iteration 23Q: 3 clusters Score -3966507 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -3966549.000000 Penalty: 5189.827148
	Iteration 24Q: 3 clusters Score -3966549 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -3966575.750000 Penalty: 5189.827148
	Iteration 25Q: 3 clusters Score -3966576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -3966619.250000 Penalty: 5189.827148
	Iteration 26Q: 3 clusters Score -3966619 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -3966640.500000 Penalty: 5189.827148
	Iteration 27Q: 3 clusters Score -3966640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -3966673.000000 Penalty: 5189.827148
	Iteration 28Q: 3 clusters Score -3966673 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -3966701.000000 Penalty: 5189.827148
	Iteration 29Q: 3 clusters Score -3966701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -3966716.000000 Penalty: 5189.827148
	Iteration 30Q: 3 clusters Score -3966716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -3966730.250000 Penalty: 5189.827148
	Iteration 31Q: 3 clusters Score -3966730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -3966737.750000 Penalty: 5189.827148
	Iteration 32Q: 3 clusters Score -3966738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -3966755.500000 Penalty: 5189.827148
	Iteration 33Q: 3 clusters Score -3966756 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -3966769.000000 Penalty: 5189.827148
	Iteration 34Q: 3 clusters Score -3966769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -3966773.000000 Penalty: 5189.827148
	Iteration 35Q: 3 clusters Score -3966773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -3966776.750000 Penalty: 5189.827148
	Iteration 36Q: 3 clusters Score -3966777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -3966777.000000 Penalty: 5189.827148
	Iteration 37Q: 3 clusters Score -3966777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -3966784.750000 Penalty: 5189.827148
	Iteration 38Q: 3 clusters Score -3966785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -3966786.250000 Penalty: 5189.827148
	Iteration 39Q: 3 clusters Score -3966786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -3966792.500000 Penalty: 5189.827148
	Iteration 40F: 3 clusters Score -3966792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -3966794.250000 Penalty: 5189.827148
	Iteration 41Q: 3 clusters Score -3966794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -3966804.750000 Penalty: 5189.827148
	Iteration 42Q: 3 clusters Score -3966805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -3966808.250000 Penalty: 5189.827148
	Iteration 43Q: 3 clusters Score -3966808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -3966813.250000 Penalty: 5189.827148
	Iteration 44Q: 3 clusters Score -3966813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -3966816.000000 Penalty: 5189.827148
	Iteration 45Q: 3 clusters Score -3966816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -3966817.250000 Penalty: 5189.827148
	Iteration 46Q: 3 clusters Score -3966817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -3966815.000000 Penalty: 5189.827148
	Iteration 47Q: 3 clusters Score -3966815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -3966821.250000 Penalty: 5189.827148
	Iteration 48Q: 3 clusters Score -3966821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -3966822.500000 Penalty: 5189.827148
	Iteration 49Q: 3 clusters Score -3966822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -3966819.250000 Penalty: 5189.827148
	Iteration 50Q: 3 clusters Score -3966819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -3966825.000000 Penalty: 5189.827148
	Iteration 51Q: 3 clusters Score -3966825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -3966820.250000 Penalty: 5189.827148
	Iteration 52Q: 3 clusters Score -3966820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -3966824.250000 Penalty: 5189.827148
	Iteration 53Q: 3 clusters Score -3966824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -3966823.250000 Penalty: 5189.827148
	Iteration 54Q: 3 clusters Score -3966823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -3966821.500000 Penalty: 5189.827148
	Iteration 55Q: 3 clusters Score -3966822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -3966827.250000 Penalty: 5189.827148
	Iteration 56Q: 3 clusters Score -3966827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -3966827.250000 Penalty: 5189.827148
	Iteration 57F: 3 clusters Score -3966827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Entering Unmasked Estep 
Score: -569427.125000 Penalty: 2116.053955
	Iteration 0F: 2 clusters Score -569427.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -564772.875000 Penalty: 4232.107910
	Iteration 0F: 3 clusters Score -564772.9 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -565903.500000 Penalty: 4232.107910
	Iteration 1F: 3 clusters Score -565903.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -566120.812500 Penalty: 4232.107910
	Iteration 2F: 3 clusters Score -566120.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -566248.937500 Penalty: 4232.107910
	Iteration 3Q: 3 clusters Score -566248.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -566366.750000 Penalty: 4232.107910
	Iteration 4Q: 3 clusters Score -566366.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -566470.187500 Penalty: 4232.107910
	Iteration 5Q: 3 clusters Score -566470.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -566555.187500 Penalty: 4232.107910
	Iteration 6Q: 3 clusters Score -566555.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -566636.125000 Penalty: 4232.107910
	Iteration 7Q: 3 clusters Score -566636.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -566723.750000 Penalty: 4232.107910
	Iteration 8Q: 3 clusters Score -566723.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -566790.062500 Penalty: 4232.107910
	Iteration 9Q: 3 clusters Score -566790.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -566835.312500 Penalty: 4232.107910
	Iteration 10Q: 3 clusters Score -566835.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -566883.062500 Penalty: 4232.107910
	Iteration 11Q: 3 clusters Score -566883.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -566934.875000 Penalty: 4232.107910
	Iteration 12Q: 3 clusters Score -566934.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -566985.250000 Penalty: 4232.107910
	Iteration 13Q: 3 clusters Score -566985.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -567034.625000 Penalty: 4232.107910
	Iteration 14Q: 3 clusters Score -567034.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -567080.500000 Penalty: 4232.107910
	Iteration 15Q: 3 clusters Score -567080.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -567125.937500 Penalty: 4232.107910
	Iteration 16Q: 3 clusters Score -567125.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -567175.312500 Penalty: 4232.107910
	Iteration 17Q: 3 clusters Score -567175.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -567226.625000 Penalty: 4232.107910
	Iteration 18Q: 3 clusters Score -567226.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -567268.312500 Penalty: 4232.107910
	Iteration 19Q: 3 clusters Score -567268.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -567309.312500 Penalty: 4232.107910
	Iteration 20F: 3 clusters Score -567309.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -567345.312500 Penalty: 4232.107910
	Iteration 21Q: 3 clusters Score -567345.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -567371.687500 Penalty: 4232.107910
	Iteration 22Q: 3 clusters Score -567371.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -567396.562500 Penalty: 4232.107910
	Iteration 23Q: 3 clusters Score -567396.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -567415.812500 Penalty: 4232.107910
	Iteration 24Q: 3 clusters Score -567415.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -567431.125000 Penalty: 4232.107910
	Iteration 25Q: 3 clusters Score -567431.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -567448.875000 Penalty: 4232.107910
	Iteration 26Q: 3 clusters Score -567448.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -567471.875000 Penalty: 4232.107910
	Iteration 27Q: 3 clusters Score -567471.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -567491.125000 Penalty: 4232.107910
	Iteration 28Q: 3 clusters Score -567491.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -567504.187500 Penalty: 4232.107910
	Iteration 29Q: 3 clusters Score -567504.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -567518.250000 Penalty: 4232.107910
	Iteration 30Q: 3 clusters Score -567518.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -567525.500000 Penalty: 4232.107910
	Iteration 31Q: 3 clusters Score -567525.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -567536.000000 Penalty: 4232.107910
	Iteration 32Q: 3 clusters Score -567536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -567542.875000 Penalty: 4232.107910
	Iteration 33Q: 3 clusters Score -567542.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -567550.187500 Penalty: 4232.107910
	Iteration 34Q: 3 clusters Score -567550.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -567559.062500 Penalty: 4232.107910
	Iteration 35Q: 3 clusters Score -567559.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -567567.687500 Penalty: 4232.107910
	Iteration 36Q: 3 clusters Score -567567.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -567580.562500 Penalty: 4232.107910
	Iteration 37Q: 3 clusters Score -567580.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -567594.000000 Penalty: 4232.107910
	Iteration 38Q: 3 clusters Score -567594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -567608.875000 Penalty: 4232.107910
	Iteration 39Q: 3 clusters Score -567608.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -567630.312500 Penalty: 4232.107910
	Iteration 40F: 3 clusters Score -567630.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -567644.312500 Penalty: 4232.107910
	Iteration 41Q: 3 clusters Score -567644.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -567654.437500 Penalty: 4232.107910
	Iteration 42Q: 3 clusters Score -567654.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -567668.187500 Penalty: 4232.107910
	Iteration 43Q: 3 clusters Score -567668.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -567677.375000 Penalty: 4232.107910
	Iteration 44Q: 3 clusters Score -567677.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -567684.437500 Penalty: 4232.107910
	Iteration 45Q: 3 clusters Score -567684.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -567689.937500 Penalty: 4232.107910
	Iteration 46Q: 3 clusters Score -567689.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -567696.750000 Penalty: 4232.107910
	Iteration 47Q: 3 clusters Score -567696.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -567704.562500 Penalty: 4232.107910
	Iteration 48Q: 3 clusters Score -567704.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -567711.187500 Penalty: 4232.107910
	Iteration 49Q: 3 clusters Score -567711.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -567715.437500 Penalty: 4232.107910
	Iteration 50Q: 3 clusters Score -567715.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -567721.187500 Penalty: 4232.107910
	Iteration 51Q: 3 clusters Score -567721.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -567724.437500 Penalty: 4232.107910
	Iteration 52Q: 3 clusters Score -567724.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -567728.187500 Penalty: 4232.107910
	Iteration 53Q: 3 clusters Score -567728.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -567732.687500 Penalty: 4232.107910
	Iteration 54Q: 3 clusters Score -567732.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -567736.437500 Penalty: 4232.107910
	Iteration 55Q: 3 clusters Score -567736.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -567740.500000 Penalty: 4232.107910
	Iteration 56Q: 3 clusters Score -567740.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -567742.562500 Penalty: 4232.107910
	Iteration 57Q: 3 clusters Score -567742.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -567747.000000 Penalty: 4232.107910
	Iteration 58Q: 3 clusters Score -567747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -567752.500000 Penalty: 4232.107910
	Iteration 59Q: 3 clusters Score -567752.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -567755.437500 Penalty: 4232.107910
	Iteration 60F: 3 clusters Score -567755.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -567759.500000 Penalty: 4232.107910
	Iteration 61Q: 3 clusters Score -567759.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -567763.437500 Penalty: 4232.107910
	Iteration 62Q: 3 clusters Score -567763.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -567764.687500 Penalty: 4232.107910
	Iteration 63Q: 3 clusters Score -567764.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -567766.312500 Penalty: 4232.107910
	Iteration 64Q: 3 clusters Score -567766.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -567767.062500 Penalty: 4232.107910
	Iteration 65Q: 3 clusters Score -567767.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -567767.625000 Penalty: 4232.107910
	Iteration 66Q: 3 clusters Score -567767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -567768.687500 Penalty: 4232.107910
	Iteration 67Q: 3 clusters Score -567768.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -567767.562500 Penalty: 4232.107910
	Iteration 68Q: 3 clusters Score -567767.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -567767.750000 Penalty: 4232.107910
	Iteration 69Q: 3 clusters Score -567767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -567768.500000 Penalty: 4232.107910
	Iteration 70Q: 3 clusters Score -567768.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -567769.687500 Penalty: 4232.107910
	Iteration 71Q: 3 clusters Score -567769.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -567769.500000 Penalty: 4232.107910
	Iteration 72Q: 3 clusters Score -567769.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -567770.125000 Penalty: 4232.107910
	Iteration 73Q: 3 clusters Score -567770.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -567771.125000 Penalty: 4232.107910
	Iteration 74Q: 3 clusters Score -567771.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -567775.500000 Penalty: 4232.107910
	Iteration 75Q: 3 clusters Score -567775.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -567776.562500 Penalty: 4232.107910
	Iteration 76Q: 3 clusters Score -567776.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -567779.875000 Penalty: 4232.107910
	Iteration 77Q: 3 clusters Score -567779.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -567781.312500 Penalty: 4232.107910
	Iteration 78Q: 3 clusters Score -567781.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -567785.000000 Penalty: 4232.107910
	Iteration 79Q: 3 clusters Score -567785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -567788.750000 Penalty: 4232.107910
	Iteration 80F: 3 clusters Score -567788.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -567791.437500 Penalty: 4232.107910
	Iteration 81Q: 3 clusters Score -567791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -567794.187500 Penalty: 4232.107910
	Iteration 82Q: 3 clusters Score -567794.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -567795.187500 Penalty: 4232.107910
	Iteration 83Q: 3 clusters Score -567795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -567796.562500 Penalty: 4232.107910
	Iteration 84Q: 3 clusters Score -567796.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -567796.812500 Penalty: 4232.107910
	Iteration 85Q: 3 clusters Score -567796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -567798.000000 Penalty: 4232.107910
	Iteration 86Q: 3 clusters Score -567798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -567798.000000 Penalty: 4232.107910
	Iteration 87F: 3 clusters Score -567798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Entering Unmasked Estep 
Score: -469022.531250 Penalty: 2080.899170
	Iteration 0F: 2 clusters Score -469022.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -464902.375000 Penalty: 4161.798340
	Iteration 0F: 3 clusters Score -464902.4 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -465912.968750 Penalty: 4161.798340
	Iteration 1F: 3 clusters Score -465913 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -466273.875000 Penalty: 4161.798340
	Iteration 2F: 3 clusters Score -466273.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -466532.093750 Penalty: 4161.798340
	Iteration 3F: 3 clusters Score -466532.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -466704.437500 Penalty: 4161.798340
	Iteration 4F: 3 clusters Score -466704.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -466868.562500 Penalty: 4161.798340
	Iteration 5Q: 3 clusters Score -466868.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -467008.937500 Penalty: 4161.798340
	Iteration 6Q: 3 clusters Score -467008.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -467124.375000 Penalty: 4161.798340
	Iteration 7Q: 3 clusters Score -467124.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -467226.125000 Penalty: 4161.798340
	Iteration 8Q: 3 clusters Score -467226.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -467329.500000 Penalty: 4161.798340
	Iteration 9Q: 3 clusters Score -467329.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -467398.531250 Penalty: 4161.798340
	Iteration 10Q: 3 clusters Score -467398.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -467461.250000 Penalty: 4161.798340
	Iteration 11Q: 3 clusters Score -467461.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -467504.156250 Penalty: 4161.798340
	Iteration 12Q: 3 clusters Score -467504.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -467537.781250 Penalty: 4161.798340
	Iteration 13Q: 3 clusters Score -467537.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -467565.468750 Penalty: 4161.798340
	Iteration 14Q: 3 clusters Score -467565.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -467587.656250 Penalty: 4161.798340
	Iteration 15Q: 3 clusters Score -467587.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -467605.812500 Penalty: 4161.798340
	Iteration 16Q: 3 clusters Score -467605.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -467619.000000 Penalty: 4161.798340
	Iteration 17Q: 3 clusters Score -467619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -467630.968750 Penalty: 4161.798340
	Iteration 18Q: 3 clusters Score -467631 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -467642.781250 Penalty: 4161.798340
	Iteration 19Q: 3 clusters Score -467642.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -467653.968750 Penalty: 4161.798340
	Iteration 20F: 3 clusters Score -467654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -467663.750000 Penalty: 4161.798340
	Iteration 21Q: 3 clusters Score -467663.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -467668.031250 Penalty: 4161.798340
	Iteration 22Q: 3 clusters Score -467668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -467673.000000 Penalty: 4161.798340
	Iteration 23Q: 3 clusters Score -467673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -467677.843750 Penalty: 4161.798340
	Iteration 24Q: 3 clusters Score -467677.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -467681.156250 Penalty: 4161.798340
	Iteration 25Q: 3 clusters Score -467681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -467683.750000 Penalty: 4161.798340
	Iteration 26Q: 3 clusters Score -467683.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -467684.468750 Penalty: 4161.798340
	Iteration 27Q: 3 clusters Score -467684.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -467684.750000 Penalty: 4161.798340
	Iteration 28Q: 3 clusters Score -467684.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -467685.031250 Penalty: 4161.798340
	Iteration 29Q: 3 clusters Score -467685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -467685.031250 Penalty: 4161.798340
	Iteration 30F: 3 clusters Score -467685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (188201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188201 members 
Entering Unmasked Estep 
Score: -20885394.000000 Penalty: 3012.025879
	Iteration 0F: 2 clusters Score -2.088539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94270 members 
Mstep: Class 2 contains 93931 members 
Entering Unmasked Estep 
Score: -20762932.000000 Penalty: 6024.051758
	Iteration 0F: 3 clusters Score -2.076293e+07 nChanged 90507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93699 members 
Mstep: Class 2 contains 94502 members 
Entering Unmasked Estep 
Score: -20816638.000000 Penalty: 6024.051758
	Iteration 1F: 3 clusters Score -2.081664e+07 nChanged 6649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93156 members 
Mstep: Class 2 contains 95045 members 
Entering Unmasked Estep 
Score: -20819180.000000 Penalty: 6024.051758
	Iteration 2Q: 3 clusters Score -2.081918e+07 nChanged 8297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92067 members 
Mstep: Class 2 contains 96134 members 
Entering Unmasked Estep 
Score: -20823106.000000 Penalty: 6024.051758
	Iteration 3Q: 3 clusters Score -2.082311e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89968 members 
Mstep: Class 2 contains 98233 members 
Entering Unmasked Estep 
Score: -20828608.000000 Penalty: 6024.051758
	Iteration 4F: 3 clusters Score -2.082861e+07 nChanged 12044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86734 members 
Mstep: Class 2 contains 101467 members 
Entering Unmasked Estep 
Score: -20835944.000000 Penalty: 6024.051758
	Iteration 5F: 3 clusters Score -2.083594e+07 nChanged 13594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82076 members 
Mstep: Class 2 contains 106125 members 
Entering Unmasked Estep 
Score: -20846184.000000 Penalty: 6024.051758
	Iteration 6F: 3 clusters Score -2.084618e+07 nChanged 14198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76488 members 
Mstep: Class 2 contains 111713 members 
Entering Unmasked Estep 
Score: -20858630.000000 Penalty: 6024.051758
	Iteration 7F: 3 clusters Score -2.085863e+07 nChanged 12511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71691 members 
Mstep: Class 2 contains 116510 members 
Entering Unmasked Estep 
Score: -20869154.000000 Penalty: 6024.051758
	Iteration 8F: 3 clusters Score -2.086915e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 119451 members 
Entering Unmasked Estep 
Score: -20873476.000000 Penalty: 6024.051758
	Iteration 9Q: 3 clusters Score -2.087348e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 121202 members 
Entering Unmasked Estep 
Score: -20874698.000000 Penalty: 6024.051758
	Iteration 10Q: 3 clusters Score -2.08747e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 122457 members 
Entering Unmasked Estep 
Score: -20875246.000000 Penalty: 6024.051758
	Iteration 11Q: 3 clusters Score -2.087525e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64652 members 
Mstep: Class 2 contains 123549 members 
Entering Unmasked Estep 
Score: -20875692.000000 Penalty: 6024.051758
	Iteration 12Q: 3 clusters Score -2.087569e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 124557 members 
Entering Unmasked Estep 
Score: -20876114.000000 Penalty: 6024.051758
	Iteration 13Q: 3 clusters Score -2.087611e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 125513 members 
Entering Unmasked Estep 
Score: -20876412.000000 Penalty: 6024.051758
	Iteration 14Q: 3 clusters Score -2.087641e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 126449 members 
Entering Unmasked Estep 
Score: -20876526.000000 Penalty: 6024.051758
	Iteration 15Q: 3 clusters Score -2.087653e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 127345 members 
Entering Unmasked Estep 
Score: -20876694.000000 Penalty: 6024.051758
	Iteration 16Q: 3 clusters Score -2.087669e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 128221 members 
Entering Unmasked Estep 
Score: -20876906.000000 Penalty: 6024.051758
	Iteration 17Q: 3 clusters Score -2.087691e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 129132 members 
Entering Unmasked Estep 
Score: -20877138.000000 Penalty: 6024.051758
	Iteration 18Q: 3 clusters Score -2.087714e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 130071 members 
Entering Unmasked Estep 
Score: -20877282.000000 Penalty: 6024.051758
	Iteration 19Q: 3 clusters Score -2.087728e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 130999 members 
Entering Unmasked Estep 
Score: -20877314.000000 Penalty: 6024.051758
	Iteration 20F: 3 clusters Score -2.087731e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56242 members 
Mstep: Class 2 contains 131959 members 
Entering Unmasked Estep 
Score: -20877534.000000 Penalty: 6024.051758
	Iteration 21Q: 3 clusters Score -2.087753e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 132893 members 
Entering Unmasked Estep 
Score: -20877640.000000 Penalty: 6024.051758
	Iteration 22Q: 3 clusters Score -2.087764e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 133850 members 
Entering Unmasked Estep 
Score: -20877646.000000 Penalty: 6024.051758
	Iteration 23Q: 3 clusters Score -2.087765e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53418 members 
Mstep: Class 2 contains 134783 members 
Entering Unmasked Estep 
Score: -20877734.000000 Penalty: 6024.051758
	Iteration 24Q: 3 clusters Score -2.087773e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 135696 members 
Entering Unmasked Estep 
Score: -20877884.000000 Penalty: 6024.051758
	Iteration 25Q: 3 clusters Score -2.087788e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 136685 members 
Entering Unmasked Estep 
Score: -20878062.000000 Penalty: 6024.051758
	Iteration 26Q: 3 clusters Score -2.087806e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 137695 members 
Entering Unmasked Estep 
Score: -20878052.000000 Penalty: 6024.051758
	Iteration 27Q: 3 clusters Score -2.087805e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 138693 members 
Entering Unmasked Estep 
Score: -20878180.000000 Penalty: 6024.051758
	Iteration 28Q: 3 clusters Score -2.087818e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 139672 members 
Entering Unmasked Estep 
Score: -20878302.000000 Penalty: 6024.051758
	Iteration 29Q: 3 clusters Score -2.08783e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 140698 members 
Entering Unmasked Estep 
Score: -20878466.000000 Penalty: 6024.051758
	Iteration 30Q: 3 clusters Score -2.087847e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 141729 members 
Entering Unmasked Estep 
Score: -20878670.000000 Penalty: 6024.051758
	Iteration 31Q: 3 clusters Score -2.087867e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 142737 members 
Entering Unmasked Estep 
Score: -20878886.000000 Penalty: 6024.051758
	Iteration 32Q: 3 clusters Score -2.087889e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 143829 members 
Entering Unmasked Estep 
Score: -20879036.000000 Penalty: 6024.051758
	Iteration 33Q: 3 clusters Score -2.087904e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 145000 members 
Entering Unmasked Estep 
Score: -20879304.000000 Penalty: 6024.051758
	Iteration 34Q: 3 clusters Score -2.08793e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 146335 members 
Entering Unmasked Estep 
Score: -20879532.000000 Penalty: 6024.051758
	Iteration 35Q: 3 clusters Score -2.087953e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 147944 members 
Entering Unmasked Estep 
Score: -20879568.000000 Penalty: 6024.051758
	Iteration 36Q: 3 clusters Score -2.087957e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 149871 members 
Entering Unmasked Estep 
Score: -20879822.000000 Penalty: 6024.051758
	Iteration 37Q: 3 clusters Score -2.087982e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 152049 members 
Entering Unmasked Estep 
Score: -20880114.000000 Penalty: 6024.051758
	Iteration 38Q: 3 clusters Score -2.088011e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 154524 members 
Entering Unmasked Estep 
Score: -20880412.000000 Penalty: 6024.051758
	Iteration 39Q: 3 clusters Score -2.088041e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 157347 members 
Entering Unmasked Estep 
Score: -20880526.000000 Penalty: 6024.051758
	Iteration 40F: 3 clusters Score -2.088053e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 160478 members 
Entering Unmasked Estep 
Score: -20880932.000000 Penalty: 6024.051758
	Iteration 41Q: 3 clusters Score -2.088093e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 163675 members 
Entering Unmasked Estep 
Score: -20881276.000000 Penalty: 6024.051758
	Iteration 42Q: 3 clusters Score -2.088128e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -20881726.000000 Penalty: 6024.051758
	Iteration 43Q: 3 clusters Score -2.088173e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 169737 members 
Entering Unmasked Estep 
Score: -20881996.000000 Penalty: 6024.051758
	Iteration 44Q: 3 clusters Score -2.0882e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 172570 members 
Entering Unmasked Estep 
Score: -20882222.000000 Penalty: 6024.051758
	Iteration 45Q: 3 clusters Score -2.088222e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 175124 members 
Entering Unmasked Estep 
Score: -20882516.000000 Penalty: 6024.051758
	Iteration 46Q: 3 clusters Score -2.088252e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 177373 members 
Entering Unmasked Estep 
Score: -20882732.000000 Penalty: 6024.051758
	Iteration 47Q: 3 clusters Score -2.088273e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 179288 members 
Entering Unmasked Estep 
Score: -20883058.000000 Penalty: 6024.051758
	Iteration 48Q: 3 clusters Score -2.088306e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 180851 members 
Entering Unmasked Estep 
Score: -20883238.000000 Penalty: 6024.051758
	Iteration 49Q: 3 clusters Score -2.088324e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 182096 members 
Entering Unmasked Estep 
Score: -20883298.000000 Penalty: 6024.051758
	Iteration 50Q: 3 clusters Score -2.08833e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 183020 members 
Entering Unmasked Estep 
Score: -20883286.000000 Penalty: 6024.051758
	Iteration 51Q: 3 clusters Score -2.088329e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 183785 members 
Entering Unmasked Estep 
Score: -20883432.000000 Penalty: 6024.051758
	Iteration 52Q: 3 clusters Score -2.088343e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 184364 members 
Entering Unmasked Estep 
Score: -20883530.000000 Penalty: 6024.051758
	Iteration 53Q: 3 clusters Score -2.088353e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 184824 members 
Entering Unmasked Estep 
Score: -20883506.000000 Penalty: 6024.051758
	Iteration 54Q: 3 clusters Score -2.088351e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 185164 members 
Entering Unmasked Estep 
Score: -20883548.000000 Penalty: 6024.051758
	Iteration 55Q: 3 clusters Score -2.088355e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 185404 members 
Entering Unmasked Estep 
Score: -20883536.000000 Penalty: 6024.051758
	Iteration 56Q: 3 clusters Score -2.088354e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 185600 members 
Entering Unmasked Estep 
Score: -20883474.000000 Penalty: 6024.051758
	Iteration 57Q: 3 clusters Score -2.088347e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 185759 members 
Entering Unmasked Estep 
Score: -20883444.000000 Penalty: 6024.051758
	Iteration 58Q: 3 clusters Score -2.088344e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 185882 members 
Entering Unmasked Estep 
Score: -20883496.000000 Penalty: 6024.051758
	Iteration 59Q: 3 clusters Score -2.08835e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 185997 members 
Entering Unmasked Estep 
Score: -20883534.000000 Penalty: 6024.051758
	Iteration 60F: 3 clusters Score -2.088353e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 186149 members 
Entering Unmasked Estep 
Score: -20883566.000000 Penalty: 6024.051758
	Iteration 61Q: 3 clusters Score -2.088357e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 186262 members 
Entering Unmasked Estep 
Score: -20883560.000000 Penalty: 6024.051758
	Iteration 62Q: 3 clusters Score -2.088356e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 186358 members 
Entering Unmasked Estep 
Score: -20883578.000000 Penalty: 6024.051758
	Iteration 63Q: 3 clusters Score -2.088358e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 186438 members 
Entering Unmasked Estep 
Score: -20883588.000000 Penalty: 6024.051758
	Iteration 64Q: 3 clusters Score -2.088359e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 186498 members 
Entering Unmasked Estep 
Score: -20883560.000000 Penalty: 6024.051758
	Iteration 65Q: 3 clusters Score -2.088356e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 186543 members 
Entering Unmasked Estep 
Score: -20883590.000000 Penalty: 6024.051758
	Iteration 66Q: 3 clusters Score -2.088359e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 186585 members 
Entering Unmasked Estep 
Score: -20883594.000000 Penalty: 6024.051758
	Iteration 67Q: 3 clusters Score -2.088359e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 186620 members 
Entering Unmasked Estep 
Score: -20883582.000000 Penalty: 6024.051758
	Iteration 68Q: 3 clusters Score -2.088358e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 186645 members 
Entering Unmasked Estep 
Score: -20883552.000000 Penalty: 6024.051758
	Iteration 69Q: 3 clusters Score -2.088355e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 186663 members 
Entering Unmasked Estep 
Score: -20883538.000000 Penalty: 6024.051758
	Iteration 70Q: 3 clusters Score -2.088354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 186681 members 
Entering Unmasked Estep 
Score: -20883554.000000 Penalty: 6024.051758
	Iteration 71Q: 3 clusters Score -2.088355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 186698 members 
Entering Unmasked Estep 
Score: -20883566.000000 Penalty: 6024.051758
	Iteration 72Q: 3 clusters Score -2.088357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 186714 members 
Entering Unmasked Estep 
Score: -20883548.000000 Penalty: 6024.051758
	Iteration 73Q: 3 clusters Score -2.088355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 186725 members 
Entering Unmasked Estep 
Score: -20883558.000000 Penalty: 6024.051758
	Iteration 74Q: 3 clusters Score -2.088356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 186735 members 
Entering Unmasked Estep 
Score: -20883530.000000 Penalty: 6024.051758
	Iteration 75Q: 3 clusters Score -2.088353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 186744 members 
Entering Unmasked Estep 
Score: -20883540.000000 Penalty: 6024.051758
	Iteration 76Q: 3 clusters Score -2.088354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 186755 members 
Entering Unmasked Estep 
Score: -20883530.000000 Penalty: 6024.051758
	Iteration 77Q: 3 clusters Score -2.088353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 186771 members 
Entering Unmasked Estep 
Score: -20883546.000000 Penalty: 6024.051758
	Iteration 78Q: 3 clusters Score -2.088355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 186781 members 
Entering Unmasked Estep 
Score: -20883542.000000 Penalty: 6024.051758
	Iteration 79Q: 3 clusters Score -2.088354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 186796 members 
Entering Unmasked Estep 
Score: -20883534.000000 Penalty: 6024.051758
	Iteration 80F: 3 clusters Score -2.088353e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 186814 members 
Entering Unmasked Estep 
Score: -20883534.000000 Penalty: 6024.051758
	Iteration 81Q: 3 clusters Score -2.088353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 186828 members 
Entering Unmasked Estep 
Score: -20883530.000000 Penalty: 6024.051758
	Iteration 82Q: 3 clusters Score -2.088353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 186839 members 
Entering Unmasked Estep 
Score: -20883556.000000 Penalty: 6024.051758
	Iteration 83Q: 3 clusters Score -2.088356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 186849 members 
Entering Unmasked Estep 
Score: -20883550.000000 Penalty: 6024.051758
	Iteration 84Q: 3 clusters Score -2.088355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 186856 members 
Entering Unmasked Estep 
Score: -20883568.000000 Penalty: 6024.051758
	Iteration 85Q: 3 clusters Score -2.088357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 186859 members 
Entering Unmasked Estep 
Score: -20883560.000000 Penalty: 6024.051758
	Iteration 86Q: 3 clusters Score -2.088356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 186862 members 
Entering Unmasked Estep 
Score: -20883554.000000 Penalty: 6024.051758
	Iteration 87Q: 3 clusters Score -2.088355e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 186864 members 
Entering Unmasked Estep 
Score: -20883562.000000 Penalty: 6024.051758
	Iteration 88Q: 3 clusters Score -2.088356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 186865 members 
Entering Unmasked Estep 
Score: -20883568.000000 Penalty: 6024.051758
	Iteration 89Q: 3 clusters Score -2.088357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 186865 members 
Entering Unmasked Estep 
Score: -20883568.000000 Penalty: 6024.051758
	Iteration 90F: 3 clusters Score -2.088357e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Entering Unmasked Estep 
Score: -106628.195312 Penalty: 1716.571167
	Iteration 0F: 2 clusters Score -106628.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -104662.367188 Penalty: 3433.142334
	Iteration 0F: 3 clusters Score -104662.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -104902.757812 Penalty: 3433.142334
	Iteration 1F: 3 clusters Score -104902.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -104999.031250 Penalty: 3433.142334
	Iteration 2F: 3 clusters Score -104999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105030.226562 Penalty: 3433.142334
	Iteration 3Q: 3 clusters Score -105030.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105041.828125 Penalty: 3433.142334
	Iteration 4Q: 3 clusters Score -105041.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -105049.515625 Penalty: 3433.142334
	Iteration 5Q: 3 clusters Score -105049.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105053.515625 Penalty: 3433.142334
	Iteration 6Q: 3 clusters Score -105053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105055.968750 Penalty: 3433.142334
	Iteration 7Q: 3 clusters Score -105056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105059.281250 Penalty: 3433.142334
	Iteration 8Q: 3 clusters Score -105059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -105064.742188 Penalty: 3433.142334
	Iteration 9Q: 3 clusters Score -105064.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105071.734375 Penalty: 3433.142334
	Iteration 10Q: 3 clusters Score -105071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105078.968750 Penalty: 3433.142334
	Iteration 11Q: 3 clusters Score -105079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105082.484375 Penalty: 3433.142334
	Iteration 12Q: 3 clusters Score -105082.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105085.875000 Penalty: 3433.142334
	Iteration 13Q: 3 clusters Score -105085.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105089.484375 Penalty: 3433.142334
	Iteration 14Q: 3 clusters Score -105089.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105093.117188 Penalty: 3433.142334
	Iteration 15Q: 3 clusters Score -105093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105097.335938 Penalty: 3433.142334
	Iteration 16Q: 3 clusters Score -105097.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105098.617188 Penalty: 3433.142334
	Iteration 17Q: 3 clusters Score -105098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105098.617188 Penalty: 3433.142334
	Iteration 18F: 3 clusters Score -105098.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -223488.453125 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -223488.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -220808.937500 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -220808.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -221267.078125 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -221267.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -221396.421875 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -221396.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -221451.656250 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -221451.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -221479.937500 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -221479.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -221491.968750 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -221492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -221503.390625 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -221503.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -221508.546875 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -221508.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -221511.046875 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -221511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -221515.078125 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -221515.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -221519.531250 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -221519.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -221522.359375 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -221522.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -221525.921875 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -221525.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -221528.593750 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -221528.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -221531.796875 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -221531.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -221537.187500 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -221537.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -221540.140625 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -221540.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -221542.125000 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -221542.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -221544.000000 Penalty: 3784.468018
	Iteration 18Q: 3 clusters Score -221544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -221546.453125 Penalty: 3784.468018
	Iteration 19Q: 3 clusters Score -221546.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -221548.546875 Penalty: 3784.468018
	Iteration 20F: 3 clusters Score -221548.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -221549.921875 Penalty: 3784.468018
	Iteration 21Q: 3 clusters Score -221549.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -221551.265625 Penalty: 3784.468018
	Iteration 22Q: 3 clusters Score -221551.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -221553.359375 Penalty: 3784.468018
	Iteration 23Q: 3 clusters Score -221553.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -221555.562500 Penalty: 3784.468018
	Iteration 24Q: 3 clusters Score -221555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -221557.390625 Penalty: 3784.468018
	Iteration 25Q: 3 clusters Score -221557.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -221561.703125 Penalty: 3784.468018
	Iteration 26Q: 3 clusters Score -221561.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -221566.765625 Penalty: 3784.468018
	Iteration 27Q: 3 clusters Score -221566.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -221570.312500 Penalty: 3784.468018
	Iteration 28Q: 3 clusters Score -221570.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -221573.593750 Penalty: 3784.468018
	Iteration 29Q: 3 clusters Score -221573.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -221575.406250 Penalty: 3784.468018
	Iteration 30Q: 3 clusters Score -221575.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -221576.093750 Penalty: 3784.468018
	Iteration 31Q: 3 clusters Score -221576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -221576.140625 Penalty: 3784.468018
	Iteration 32Q: 3 clusters Score -221576.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -221576.140625 Penalty: 3784.468018
	Iteration 33F: 3 clusters Score -221576.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Entering Unmasked Estep 
Score: -1711325.750000 Penalty: 2386.367676
	Iteration 0F: 2 clusters Score -1711326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1700336.250000 Penalty: 4772.735352
	Iteration 0F: 3 clusters Score -1700336 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1703791.000000 Penalty: 4772.735352
	Iteration 1F: 3 clusters Score -1703791 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1704146.375000 Penalty: 4772.735352
	Iteration 2F: 3 clusters Score -1704146 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1704454.125000 Penalty: 4772.735352
	Iteration 3Q: 3 clusters Score -1704454 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1704787.250000 Penalty: 4772.735352
	Iteration 4Q: 3 clusters Score -1704787 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1705210.625000 Penalty: 4772.735352
	Iteration 5F: 3 clusters Score -1705211 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1705709.000000 Penalty: 4772.735352
	Iteration 6F: 3 clusters Score -1705709 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1706334.125000 Penalty: 4772.735352
	Iteration 7F: 3 clusters Score -1706334 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -1707058.250000 Penalty: 4772.735352
	Iteration 8F: 3 clusters Score -1707058 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1707740.125000 Penalty: 4772.735352
	Iteration 9F: 3 clusters Score -1707740 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1708319.750000 Penalty: 4772.735352
	Iteration 10Q: 3 clusters Score -1708320 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -1708752.375000 Penalty: 4772.735352
	Iteration 11Q: 3 clusters Score -1708752 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1708985.500000 Penalty: 4772.735352
	Iteration 12Q: 3 clusters Score -1708986 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -1709127.750000 Penalty: 4772.735352
	Iteration 13Q: 3 clusters Score -1709128 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1709214.125000 Penalty: 4772.735352
	Iteration 14Q: 3 clusters Score -1709214 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1709282.250000 Penalty: 4772.735352
	Iteration 15Q: 3 clusters Score -1709282 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1709318.625000 Penalty: 4772.735352
	Iteration 16Q: 3 clusters Score -1709319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1709333.875000 Penalty: 4772.735352
	Iteration 17Q: 3 clusters Score -1709334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1709355.500000 Penalty: 4772.735352
	Iteration 18Q: 3 clusters Score -1709356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1709374.875000 Penalty: 4772.735352
	Iteration 19Q: 3 clusters Score -1709375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1709388.500000 Penalty: 4772.735352
	Iteration 20F: 3 clusters Score -1709388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1709390.500000 Penalty: 4772.735352
	Iteration 21Q: 3 clusters Score -1709390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1709390.625000 Penalty: 4772.735352
	Iteration 22Q: 3 clusters Score -1709391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1709392.500000 Penalty: 4772.735352
	Iteration 23Q: 3 clusters Score -1709392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1709391.500000 Penalty: 4772.735352
	Iteration 24Q: 3 clusters Score -1709392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -1709391.500000 Penalty: 4772.735352
	Iteration 25F: 3 clusters Score -1709392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Entering Unmasked Estep 
Score: -69352.289062 Penalty: 1636.430176
	Iteration 0F: 2 clusters Score -69352.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67623.703125 Penalty: 3272.860352
	Iteration 0F: 3 clusters Score -67623.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67964.812500 Penalty: 3272.860352
	Iteration 1F: 3 clusters Score -67964.81 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68124.515625 Penalty: 3272.860352
	Iteration 2F: 3 clusters Score -68124.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68262.007812 Penalty: 3272.860352
	Iteration 3F: 3 clusters Score -68262.01 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68408.296875 Penalty: 3272.860352
	Iteration 4F: 3 clusters Score -68408.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -68522.796875 Penalty: 3272.860352
	Iteration 5Q: 3 clusters Score -68522.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -68685.062500 Penalty: 3272.860352
	Iteration 6Q: 3 clusters Score -68685.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68865.617188 Penalty: 3272.860352
	Iteration 7Q: 3 clusters Score -68865.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68996.890625 Penalty: 3272.860352
	Iteration 8Q: 3 clusters Score -68996.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -69118.695312 Penalty: 3272.860352
	Iteration 9Q: 3 clusters Score -69118.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69225.656250 Penalty: 3272.860352
	Iteration 10Q: 3 clusters Score -69225.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69322.164062 Penalty: 3272.860352
	Iteration 11Q: 3 clusters Score -69322.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69375.039062 Penalty: 3272.860352
	Iteration 12Q: 3 clusters Score -69375.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69382.476562 Penalty: 3272.860352
	Iteration 13Q: 3 clusters Score -69382.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69386.140625 Penalty: 3272.860352
	Iteration 14Q: 3 clusters Score -69386.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69389.140625 Penalty: 3272.860352
	Iteration 15Q: 3 clusters Score -69389.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69389.140625 Penalty: 3272.860352
	Iteration 16F: 3 clusters Score -69389.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169542 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50195 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64847 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188201 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15100 members 
Mstep: Class 14 contains 378 members 
Mstep: Class 15 contains 28439 members 
Mstep: Class 16 contains 91659 members 
Mstep: Class 17 contains 25565 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 421 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Mstep: Class 28 contains 356 members 
Entering Unmasked Estep 
Score: -98119000.000000 Penalty: 95211.085938
Splitting cluster 14 changes total score from -98120752.000000 to -98119000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (28439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Entering Unmasked Estep 
Score: -2981636.250000 Penalty: 2543.368164
	Iteration 0F: 2 clusters Score -2981636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2962095.250000 Penalty: 5086.736328
	Iteration 0F: 3 clusters Score -2962095 nChanged 12703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2968929.500000 Penalty: 5086.736328
	Iteration 1F: 3 clusters Score -2968930 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2969459.500000 Penalty: 5086.736328
	Iteration 2F: 3 clusters Score -2969460 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2970047.250000 Penalty: 5086.736328
	Iteration 3F: 3 clusters Score -2970047 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2970780.250000 Penalty: 5086.736328
	Iteration 4F: 3 clusters Score -2970780 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -2971761.750000 Penalty: 5086.736328
	Iteration 5F: 3 clusters Score -2971762 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2973147.500000 Penalty: 5086.736328
	Iteration 6F: 3 clusters Score -2973148 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2974854.000000 Penalty: 5086.736328
	Iteration 7F: 3 clusters Score -2974854 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2976577.750000 Penalty: 5086.736328
	Iteration 8F: 3 clusters Score -2976578 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2977997.000000 Penalty: 5086.736328
	Iteration 9F: 3 clusters Score -2977997 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2978841.500000 Penalty: 5086.736328
	Iteration 10Q: 3 clusters Score -2978842 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2979267.750000 Penalty: 5086.736328
	Iteration 11Q: 3 clusters Score -2979268 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2979516.250000 Penalty: 5086.736328
	Iteration 12Q: 3 clusters Score -2979516 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2979649.750000 Penalty: 5086.736328
	Iteration 13Q: 3 clusters Score -2979650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2979742.250000 Penalty: 5086.736328
	Iteration 14Q: 3 clusters Score -2979742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2979798.750000 Penalty: 5086.736328
	Iteration 15Q: 3 clusters Score -2979799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2979843.750000 Penalty: 5086.736328
	Iteration 16Q: 3 clusters Score -2979844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2979887.500000 Penalty: 5086.736328
	Iteration 17Q: 3 clusters Score -2979888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2979916.500000 Penalty: 5086.736328
	Iteration 18Q: 3 clusters Score -2979916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2979923.750000 Penalty: 5086.736328
	Iteration 19Q: 3 clusters Score -2979924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2979939.000000 Penalty: 5086.736328
	Iteration 20F: 3 clusters Score -2979939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2979948.500000 Penalty: 5086.736328
	Iteration 21Q: 3 clusters Score -2979948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2979963.500000 Penalty: 5086.736328
	Iteration 22Q: 3 clusters Score -2979964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2979972.250000 Penalty: 5086.736328
	Iteration 23Q: 3 clusters Score -2979972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2979987.250000 Penalty: 5086.736328
	Iteration 24Q: 3 clusters Score -2979987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2979999.500000 Penalty: 5086.736328
	Iteration 25Q: 3 clusters Score -2980000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2980009.750000 Penalty: 5086.736328
	Iteration 26Q: 3 clusters Score -2980010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2980013.000000 Penalty: 5086.736328
	Iteration 27Q: 3 clusters Score -2980013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2980014.750000 Penalty: 5086.736328
	Iteration 28Q: 3 clusters Score -2980015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2980014.750000 Penalty: 5086.736328
	Iteration 29F: 3 clusters Score -2980015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (91659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91659 members 
Entering Unmasked Estep 
Score: -10371694.000000 Penalty: 2833.605957
	Iteration 0F: 2 clusters Score -1.037169e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -10310196.000000 Penalty: 5667.211914
	Iteration 0F: 3 clusters Score -1.03102e+07 nChanged 43350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -10334692.000000 Penalty: 5667.211914
	Iteration 1F: 3 clusters Score -1.033469e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -10335296.000000 Penalty: 5667.211914
	Iteration 2Q: 3 clusters Score -1.03353e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -10336001.000000 Penalty: 5667.211914
	Iteration 3Q: 3 clusters Score -1.0336e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -10336774.000000 Penalty: 5667.211914
	Iteration 4Q: 3 clusters Score -1.033677e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -10337814.000000 Penalty: 5667.211914
	Iteration 5Q: 3 clusters Score -1.033781e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -10339395.000000 Penalty: 5667.211914
	Iteration 6Q: 3 clusters Score -1.03394e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57899 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -10341876.000000 Penalty: 5667.211914
	Iteration 7Q: 3 clusters Score -1.034188e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -10345550.000000 Penalty: 5667.211914
	Iteration 8F: 3 clusters Score -1.034555e+07 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -10350065.000000 Penalty: 5667.211914
	Iteration 9F: 3 clusters Score -1.035006e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73802 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -10354982.000000 Penalty: 5667.211914
	Iteration 10F: 3 clusters Score -1.035498e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -10359569.000000 Penalty: 5667.211914
	Iteration 11F: 3 clusters Score -1.035957e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83206 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -10363064.000000 Penalty: 5667.211914
	Iteration 12Q: 3 clusters Score -1.036306e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -10365514.000000 Penalty: 5667.211914
	Iteration 13Q: 3 clusters Score -1.036551e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -10366871.000000 Penalty: 5667.211914
	Iteration 14Q: 3 clusters Score -1.036687e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89177 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -10367784.000000 Penalty: 5667.211914
	Iteration 15Q: 3 clusters Score -1.036778e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89882 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -10368338.000000 Penalty: 5667.211914
	Iteration 16Q: 3 clusters Score -1.036834e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90304 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -10368595.000000 Penalty: 5667.211914
	Iteration 17Q: 3 clusters Score -1.03686e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90581 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10368762.000000 Penalty: 5667.211914
	Iteration 18Q: 3 clusters Score -1.036876e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90746 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10368883.000000 Penalty: 5667.211914
	Iteration 19Q: 3 clusters Score -1.036888e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90856 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -10368969.000000 Penalty: 5667.211914
	Iteration 20F: 3 clusters Score -1.036897e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90922 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10369003.000000 Penalty: 5667.211914
	Iteration 21Q: 3 clusters Score -1.0369e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90974 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10369039.000000 Penalty: 5667.211914
	Iteration 22Q: 3 clusters Score -1.036904e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91019 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10369101.000000 Penalty: 5667.211914
	Iteration 23Q: 3 clusters Score -1.03691e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91063 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10369141.000000 Penalty: 5667.211914
	Iteration 24Q: 3 clusters Score -1.036914e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91087 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10369156.000000 Penalty: 5667.211914
	Iteration 25Q: 3 clusters Score -1.036916e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91116 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10369194.000000 Penalty: 5667.211914
	Iteration 26Q: 3 clusters Score -1.036919e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91137 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -10369222.000000 Penalty: 5667.211914
	Iteration 27Q: 3 clusters Score -1.036922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91153 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10369244.000000 Penalty: 5667.211914
	Iteration 28Q: 3 clusters Score -1.036924e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91166 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10369250.000000 Penalty: 5667.211914
	Iteration 29Q: 3 clusters Score -1.036925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10369251.000000 Penalty: 5667.211914
	Iteration 30Q: 3 clusters Score -1.036925e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91182 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10369252.000000 Penalty: 5667.211914
	Iteration 31Q: 3 clusters Score -1.036925e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91187 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -10369259.000000 Penalty: 5667.211914
	Iteration 32Q: 3 clusters Score -1.036926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91188 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -10369258.000000 Penalty: 5667.211914
	Iteration 33Q: 3 clusters Score -1.036926e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10369266.000000 Penalty: 5667.211914
	Iteration 34Q: 3 clusters Score -1.036927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10369266.000000 Penalty: 5667.211914
	Iteration 35F: 3 clusters Score -1.036927e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Entering Unmasked Estep 
Score: -2875307.250000 Penalty: 2516.946777
	Iteration 0F: 2 clusters Score -2875307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2857579.500000 Penalty: 5033.893555
	Iteration 0F: 3 clusters Score -2857580 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2863722.500000 Penalty: 5033.893555
	Iteration 1F: 3 clusters Score -2863722 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2864155.750000 Penalty: 5033.893555
	Iteration 2Q: 3 clusters Score -2864156 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2864515.000000 Penalty: 5033.893555
	Iteration 3Q: 3 clusters Score -2864515 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2864945.250000 Penalty: 5033.893555
	Iteration 4Q: 3 clusters Score -2864945 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2865464.750000 Penalty: 5033.893555
	Iteration 5Q: 3 clusters Score -2865465 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2866149.000000 Penalty: 5033.893555
	Iteration 6Q: 3 clusters Score -2866149 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2867128.250000 Penalty: 5033.893555
	Iteration 7F: 3 clusters Score -2867128 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2868401.000000 Penalty: 5033.893555
	Iteration 8F: 3 clusters Score -2868401 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -2869950.500000 Penalty: 5033.893555
	Iteration 9F: 3 clusters Score -2869950 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -2871405.750000 Penalty: 5033.893555
	Iteration 10F: 3 clusters Score -2871406 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -2872387.500000 Penalty: 5033.893555
	Iteration 11Q: 3 clusters Score -2872388 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -2872969.500000 Penalty: 5033.893555
	Iteration 12Q: 3 clusters Score -2872970 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -2873255.250000 Penalty: 5033.893555
	Iteration 13Q: 3 clusters Score -2873255 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2873377.750000 Penalty: 5033.893555
	Iteration 14Q: 3 clusters Score -2873378 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -2873448.000000 Penalty: 5033.893555
	Iteration 15Q: 3 clusters Score -2873448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -2873483.250000 Penalty: 5033.893555
	Iteration 16Q: 3 clusters Score -2873483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -2873504.500000 Penalty: 5033.893555
	Iteration 17Q: 3 clusters Score -2873504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -2873521.250000 Penalty: 5033.893555
	Iteration 18Q: 3 clusters Score -2873521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -2873529.500000 Penalty: 5033.893555
	Iteration 19Q: 3 clusters Score -2873530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -2873534.000000 Penalty: 5033.893555
	Iteration 20F: 3 clusters Score -2873534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -2873538.250000 Penalty: 5033.893555
	Iteration 21Q: 3 clusters Score -2873538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -2873544.000000 Penalty: 5033.893555
	Iteration 22Q: 3 clusters Score -2873544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -2873544.000000 Penalty: 5033.893555
	Iteration 23F: 3 clusters Score -2873544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Entering Unmasked Estep 
Score: -859444.812500 Penalty: 2223.149170
	Iteration 0F: 2 clusters Score -859444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -853118.625000 Penalty: 4446.298340
	Iteration 0F: 3 clusters Score -853118.6 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -854833.062500 Penalty: 4446.298340
	Iteration 1F: 3 clusters Score -854833.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -855073.250000 Penalty: 4446.298340
	Iteration 2F: 3 clusters Score -855073.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -855238.937500 Penalty: 4446.298340
	Iteration 3Q: 3 clusters Score -855238.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -855392.187500 Penalty: 4446.298340
	Iteration 4Q: 3 clusters Score -855392.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -855557.687500 Penalty: 4446.298340
	Iteration 5Q: 3 clusters Score -855557.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -855711.750000 Penalty: 4446.298340
	Iteration 6Q: 3 clusters Score -855711.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -855875.562500 Penalty: 4446.298340
	Iteration 7Q: 3 clusters Score -855875.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -856043.937500 Penalty: 4446.298340
	Iteration 8Q: 3 clusters Score -856043.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -856231.687500 Penalty: 4446.298340
	Iteration 9Q: 3 clusters Score -856231.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -856441.625000 Penalty: 4446.298340
	Iteration 10Q: 3 clusters Score -856441.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -856648.812500 Penalty: 4446.298340
	Iteration 11Q: 3 clusters Score -856648.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -856837.687500 Penalty: 4446.298340
	Iteration 12Q: 3 clusters Score -856837.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -857021.500000 Penalty: 4446.298340
	Iteration 13Q: 3 clusters Score -857021.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -857161.875000 Penalty: 4446.298340
	Iteration 14Q: 3 clusters Score -857161.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -857265.062500 Penalty: 4446.298340
	Iteration 15Q: 3 clusters Score -857265.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -857336.750000 Penalty: 4446.298340
	Iteration 16Q: 3 clusters Score -857336.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -857381.125000 Penalty: 4446.298340
	Iteration 17Q: 3 clusters Score -857381.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -857417.125000 Penalty: 4446.298340
	Iteration 18Q: 3 clusters Score -857417.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -857454.125000 Penalty: 4446.298340
	Iteration 19Q: 3 clusters Score -857454.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -857478.312500 Penalty: 4446.298340
	Iteration 20F: 3 clusters Score -857478.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -857498.250000 Penalty: 4446.298340
	Iteration 21Q: 3 clusters Score -857498.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -857518.062500 Penalty: 4446.298340
	Iteration 22Q: 3 clusters Score -857518.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -857531.750000 Penalty: 4446.298340
	Iteration 23Q: 3 clusters Score -857531.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -857538.250000 Penalty: 4446.298340
	Iteration 24Q: 3 clusters Score -857538.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -857546.750000 Penalty: 4446.298340
	Iteration 25Q: 3 clusters Score -857546.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -857550.562500 Penalty: 4446.298340
	Iteration 26Q: 3 clusters Score -857550.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -857554.437500 Penalty: 4446.298340
	Iteration 27Q: 3 clusters Score -857554.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -857556.687500 Penalty: 4446.298340
	Iteration 28Q: 3 clusters Score -857556.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -857562.187500 Penalty: 4446.298340
	Iteration 29Q: 3 clusters Score -857562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -857564.500000 Penalty: 4446.298340
	Iteration 30Q: 3 clusters Score -857564.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -857565.812500 Penalty: 4446.298340
	Iteration 31Q: 3 clusters Score -857565.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -857566.625000 Penalty: 4446.298340
	Iteration 32Q: 3 clusters Score -857566.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -857567.312500 Penalty: 4446.298340
	Iteration 33Q: 3 clusters Score -857567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -857567.875000 Penalty: 4446.298340
	Iteration 34Q: 3 clusters Score -857567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -857569.500000 Penalty: 4446.298340
	Iteration 35Q: 3 clusters Score -857569.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -857569.375000 Penalty: 4446.298340
	Iteration 36Q: 3 clusters Score -857569.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -857569.375000 Penalty: 4446.298340
	Iteration 37F: 3 clusters Score -857569.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Entering Unmasked Estep 
Score: -84742.773438 Penalty: 1684.222900
	Iteration 0F: 2 clusters Score -84742.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -82955.789062 Penalty: 3368.445801
	Iteration 0F: 3 clusters Score -82955.79 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83353.968750 Penalty: 3368.445801
	Iteration 1F: 3 clusters Score -83353.97 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83545.609375 Penalty: 3368.445801
	Iteration 2F: 3 clusters Score -83545.61 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83689.039062 Penalty: 3368.445801
	Iteration 3F: 3 clusters Score -83689.04 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83776.375000 Penalty: 3368.445801
	Iteration 4Q: 3 clusters Score -83776.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -83887.781250 Penalty: 3368.445801
	Iteration 5Q: 3 clusters Score -83887.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -83970.664062 Penalty: 3368.445801
	Iteration 6Q: 3 clusters Score -83970.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -84024.468750 Penalty: 3368.445801
	Iteration 7Q: 3 clusters Score -84024.47 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84060.703125 Penalty: 3368.445801
	Iteration 8Q: 3 clusters Score -84060.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84079.078125 Penalty: 3368.445801
	Iteration 9Q: 3 clusters Score -84079.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84087.171875 Penalty: 3368.445801
	Iteration 10Q: 3 clusters Score -84087.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84096.703125 Penalty: 3368.445801
	Iteration 11Q: 3 clusters Score -84096.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84099.046875 Penalty: 3368.445801
	Iteration 12Q: 3 clusters Score -84099.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84099.046875 Penalty: 3368.445801
	Iteration 13F: 3 clusters Score -84099.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -284161.937500 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -284161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -281172.125000 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -281172.1 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -281729.531250 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -281729.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -281867.281250 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -281867.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -281953.687500 Penalty: 3895.772949
	Iteration 3Q: 3 clusters Score -281953.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -282000.875000 Penalty: 3895.772949
	Iteration 4Q: 3 clusters Score -282000.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -282035.250000 Penalty: 3895.772949
	Iteration 5Q: 3 clusters Score -282035.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -282060.000000 Penalty: 3895.772949
	Iteration 6Q: 3 clusters Score -282060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -282073.593750 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -282073.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -282088.312500 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -282088.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -282104.250000 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -282104.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -282121.750000 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -282121.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -282141.156250 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -282141.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -282157.500000 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -282157.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -282174.312500 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -282174.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -282196.875000 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -282196.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -282218.218750 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -282218.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -282242.000000 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -282242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -282275.218750 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -282275.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -282350.687500 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -282350.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -282431.312500 Penalty: 3895.772949
	Iteration 19Q: 3 clusters Score -282431.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -282531.531250 Penalty: 3895.772949
	Iteration 20F: 3 clusters Score -282531.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -282642.156250 Penalty: 3895.772949
	Iteration 21Q: 3 clusters Score -282642.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -282736.250000 Penalty: 3895.772949
	Iteration 22Q: 3 clusters Score -282736.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -282834.968750 Penalty: 3895.772949
	Iteration 23Q: 3 clusters Score -282835 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -282936.312500 Penalty: 3895.772949
	Iteration 24Q: 3 clusters Score -282936.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -283018.156250 Penalty: 3895.772949
	Iteration 25Q: 3 clusters Score -283018.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -283087.812500 Penalty: 3895.772949
	Iteration 26Q: 3 clusters Score -283087.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -283168.687500 Penalty: 3895.772949
	Iteration 27Q: 3 clusters Score -283168.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -283268.718750 Penalty: 3895.772949
	Iteration 28Q: 3 clusters Score -283268.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -283399.000000 Penalty: 3895.772949
	Iteration 29Q: 3 clusters Score -283399 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -283552.937500 Penalty: 3895.772949
	Iteration 30Q: 3 clusters Score -283552.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -283660.625000 Penalty: 3895.772949
	Iteration 31Q: 3 clusters Score -283660.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -283693.156250 Penalty: 3895.772949
	Iteration 32Q: 3 clusters Score -283693.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -283697.843750 Penalty: 3895.772949
	Iteration 33Q: 3 clusters Score -283697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -283699.656250 Penalty: 3895.772949
	Iteration 34Q: 3 clusters Score -283699.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -283701.593750 Penalty: 3895.772949
	Iteration 35Q: 3 clusters Score -283701.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -283702.250000 Penalty: 3895.772949
	Iteration 36Q: 3 clusters Score -283702.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -283702.250000 Penalty: 3895.772949
	Iteration 37F: 3 clusters Score -283702.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Entering Unmasked Estep 
Score: -1009874.437500 Penalty: 2257.427979
	Iteration 0F: 2 clusters Score -1009874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1002821.375000 Penalty: 4514.855957
	Iteration 0F: 3 clusters Score -1002821 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1004742.500000 Penalty: 4514.855957
	Iteration 1F: 3 clusters Score -1004742 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1004973.312500 Penalty: 4514.855957
	Iteration 2F: 3 clusters Score -1004973 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1005141.562500 Penalty: 4514.855957
	Iteration 3Q: 3 clusters Score -1005142 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1005269.500000 Penalty: 4514.855957
	Iteration 4Q: 3 clusters Score -1005270 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1005360.500000 Penalty: 4514.855957
	Iteration 5Q: 3 clusters Score -1005360 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1005437.125000 Penalty: 4514.855957
	Iteration 6Q: 3 clusters Score -1005437 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1005508.625000 Penalty: 4514.855957
	Iteration 7Q: 3 clusters Score -1005509 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1005569.937500 Penalty: 4514.855957
	Iteration 8Q: 3 clusters Score -1005570 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1005631.937500 Penalty: 4514.855957
	Iteration 9Q: 3 clusters Score -1005632 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1005697.000000 Penalty: 4514.855957
	Iteration 10Q: 3 clusters Score -1005697 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1005760.500000 Penalty: 4514.855957
	Iteration 11Q: 3 clusters Score -1005760 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1005832.562500 Penalty: 4514.855957
	Iteration 12Q: 3 clusters Score -1005833 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1005913.687500 Penalty: 4514.855957
	Iteration 13Q: 3 clusters Score -1005914 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1006003.500000 Penalty: 4514.855957
	Iteration 14Q: 3 clusters Score -1006004 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1006099.312500 Penalty: 4514.855957
	Iteration 15Q: 3 clusters Score -1006099 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1006218.437500 Penalty: 4514.855957
	Iteration 16Q: 3 clusters Score -1006218 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1006373.375000 Penalty: 4514.855957
	Iteration 17Q: 3 clusters Score -1006373 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1006555.750000 Penalty: 4514.855957
	Iteration 18Q: 3 clusters Score -1006556 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1006746.375000 Penalty: 4514.855957
	Iteration 19Q: 3 clusters Score -1006746 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1006946.312500 Penalty: 4514.855957
	Iteration 20F: 3 clusters Score -1006946 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1007150.125000 Penalty: 4514.855957
	Iteration 21Q: 3 clusters Score -1007150 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1007346.625000 Penalty: 4514.855957
	Iteration 22Q: 3 clusters Score -1007347 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1007499.250000 Penalty: 4514.855957
	Iteration 23Q: 3 clusters Score -1007499 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1007643.062500 Penalty: 4514.855957
	Iteration 24Q: 3 clusters Score -1007643 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1007753.000000 Penalty: 4514.855957
	Iteration 25Q: 3 clusters Score -1007753 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1007825.625000 Penalty: 4514.855957
	Iteration 26Q: 3 clusters Score -1007826 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1007873.687500 Penalty: 4514.855957
	Iteration 27Q: 3 clusters Score -1007874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1007916.437500 Penalty: 4514.855957
	Iteration 28Q: 3 clusters Score -1007916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1007950.375000 Penalty: 4514.855957
	Iteration 29Q: 3 clusters Score -1007950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1007965.937500 Penalty: 4514.855957
	Iteration 30Q: 3 clusters Score -1007966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1007978.687500 Penalty: 4514.855957
	Iteration 31Q: 3 clusters Score -1007979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1007989.562500 Penalty: 4514.855957
	Iteration 32Q: 3 clusters Score -1007990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1007999.062500 Penalty: 4514.855957
	Iteration 33Q: 3 clusters Score -1007999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1008003.062500 Penalty: 4514.855957
	Iteration 34Q: 3 clusters Score -1008003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1008009.625000 Penalty: 4514.855957
	Iteration 35Q: 3 clusters Score -1008010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1008009.750000 Penalty: 4514.855957
	Iteration 36Q: 3 clusters Score -1008010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1008022.187500 Penalty: 4514.855957
	Iteration 37Q: 3 clusters Score -1008022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1008024.625000 Penalty: 4514.855957
	Iteration 38Q: 3 clusters Score -1008025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1008025.375000 Penalty: 4514.855957
	Iteration 39Q: 3 clusters Score -1008025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1008029.750000 Penalty: 4514.855957
	Iteration 40F: 3 clusters Score -1008030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1008032.687500 Penalty: 4514.855957
	Iteration 41Q: 3 clusters Score -1008033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1008032.687500 Penalty: 4514.855957
	Iteration 42F: 3 clusters Score -1008033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Entering Unmasked Estep 
Score: -462351.562500 Penalty: 2106.493164
	Iteration 0F: 2 clusters Score -462351.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -457988.500000 Penalty: 4212.986328
	Iteration 0F: 3 clusters Score -457988.5 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -459157.718750 Penalty: 4212.986328
	Iteration 1F: 3 clusters Score -459157.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -459484.000000 Penalty: 4212.986328
	Iteration 2F: 3 clusters Score -459484 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -459739.187500 Penalty: 4212.986328
	Iteration 3F: 3 clusters Score -459739.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -459955.406250 Penalty: 4212.986328
	Iteration 4F: 3 clusters Score -459955.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -460141.468750 Penalty: 4212.986328
	Iteration 5Q: 3 clusters Score -460141.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -460299.062500 Penalty: 4212.986328
	Iteration 6Q: 3 clusters Score -460299.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -460423.843750 Penalty: 4212.986328
	Iteration 7Q: 3 clusters Score -460423.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -460545.031250 Penalty: 4212.986328
	Iteration 8Q: 3 clusters Score -460545 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -460668.250000 Penalty: 4212.986328
	Iteration 9Q: 3 clusters Score -460668.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -460805.343750 Penalty: 4212.986328
	Iteration 10Q: 3 clusters Score -460805.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -460940.406250 Penalty: 4212.986328
	Iteration 11Q: 3 clusters Score -460940.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -461040.843750 Penalty: 4212.986328
	Iteration 12Q: 3 clusters Score -461040.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -461129.156250 Penalty: 4212.986328
	Iteration 13Q: 3 clusters Score -461129.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -461199.218750 Penalty: 4212.986328
	Iteration 14Q: 3 clusters Score -461199.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -461243.718750 Penalty: 4212.986328
	Iteration 15Q: 3 clusters Score -461243.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -461272.000000 Penalty: 4212.986328
	Iteration 16Q: 3 clusters Score -461272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -461294.343750 Penalty: 4212.986328
	Iteration 17Q: 3 clusters Score -461294.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -461312.000000 Penalty: 4212.986328
	Iteration 18Q: 3 clusters Score -461312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -461320.718750 Penalty: 4212.986328
	Iteration 19Q: 3 clusters Score -461320.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -461327.781250 Penalty: 4212.986328
	Iteration 20F: 3 clusters Score -461327.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -461331.593750 Penalty: 4212.986328
	Iteration 21Q: 3 clusters Score -461331.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -461334.156250 Penalty: 4212.986328
	Iteration 22Q: 3 clusters Score -461334.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -461335.781250 Penalty: 4212.986328
	Iteration 23Q: 3 clusters Score -461335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -461337.843750 Penalty: 4212.986328
	Iteration 24Q: 3 clusters Score -461337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -461338.593750 Penalty: 4212.986328
	Iteration 25Q: 3 clusters Score -461338.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -461339.906250 Penalty: 4212.986328
	Iteration 26Q: 3 clusters Score -461339.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -461339.906250 Penalty: 4212.986328
	Iteration 27F: 3 clusters Score -461339.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Entering Unmasked Estep 
Score: -2479151.500000 Penalty: 2478.424805
	Iteration 0F: 2 clusters Score -2479152 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 10990 members 
Entering Unmasked Estep 
Score: -2463713.500000 Penalty: 4956.849609
	Iteration 0F: 3 clusters Score -2463714 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -2468947.750000 Penalty: 4956.849609
	Iteration 1F: 3 clusters Score -2468948 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2469320.250000 Penalty: 4956.849609
	Iteration 2F: 3 clusters Score -2469320 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2469577.250000 Penalty: 4956.849609
	Iteration 3Q: 3 clusters Score -2469577 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -2469804.500000 Penalty: 4956.849609
	Iteration 4Q: 3 clusters Score -2469804 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2469985.750000 Penalty: 4956.849609
	Iteration 5Q: 3 clusters Score -2469986 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2470182.500000 Penalty: 4956.849609
	Iteration 6Q: 3 clusters Score -2470182 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2470393.250000 Penalty: 4956.849609
	Iteration 7Q: 3 clusters Score -2470393 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2470646.000000 Penalty: 4956.849609
	Iteration 8Q: 3 clusters Score -2470646 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2470963.000000 Penalty: 4956.849609
	Iteration 9Q: 3 clusters Score -2470963 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2471411.500000 Penalty: 4956.849609
	Iteration 10Q: 3 clusters Score -2471412 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2472024.500000 Penalty: 4956.849609
	Iteration 11Q: 3 clusters Score -2472024 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2472932.000000 Penalty: 4956.849609
	Iteration 12F: 3 clusters Score -2472932 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2474036.750000 Penalty: 4956.849609
	Iteration 13F: 3 clusters Score -2474037 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2475054.750000 Penalty: 4956.849609
	Iteration 14F: 3 clusters Score -2475055 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2475819.750000 Penalty: 4956.849609
	Iteration 15Q: 3 clusters Score -2475820 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2476281.250000 Penalty: 4956.849609
	Iteration 16Q: 3 clusters Score -2476281 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2476537.750000 Penalty: 4956.849609
	Iteration 17Q: 3 clusters Score -2476538 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2476673.250000 Penalty: 4956.849609
	Iteration 18Q: 3 clusters Score -2476673 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2476763.750000 Penalty: 4956.849609
	Iteration 19Q: 3 clusters Score -2476764 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2476828.250000 Penalty: 4956.849609
	Iteration 20F: 3 clusters Score -2476828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -2476864.250000 Penalty: 4956.849609
	Iteration 21Q: 3 clusters Score -2476864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2476887.500000 Penalty: 4956.849609
	Iteration 22Q: 3 clusters Score -2476888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -2476906.250000 Penalty: 4956.849609
	Iteration 23Q: 3 clusters Score -2476906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2476929.000000 Penalty: 4956.849609
	Iteration 24Q: 3 clusters Score -2476929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2476939.250000 Penalty: 4956.849609
	Iteration 25Q: 3 clusters Score -2476939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2476945.750000 Penalty: 4956.849609
	Iteration 26Q: 3 clusters Score -2476946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2476948.500000 Penalty: 4956.849609
	Iteration 27Q: 3 clusters Score -2476948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2476948.500000 Penalty: 4956.849609
	Iteration 28Q: 3 clusters Score -2476948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2476950.250000 Penalty: 4956.849609
	Iteration 29Q: 3 clusters Score -2476950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2476956.250000 Penalty: 4956.849609
	Iteration 30Q: 3 clusters Score -2476956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2476956.250000 Penalty: 4956.849609
	Iteration 31F: 3 clusters Score -2476956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -35481.464844 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -35481.46 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 205 members 
Entering Unmasked Estep 
Score: -34058.296875 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -34058.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -34240.449219 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -34240.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -34303.402344 Penalty: 2997.145996
	Iteration 2Q: 3 clusters Score -34303.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34388.285156 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -34388.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34484.269531 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -34484.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -34551.570312 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -34551.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34609.062500 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -34609.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34661.828125 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -34661.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -34735.695312 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -34735.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -34838.351562 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -34838.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -34929.414062 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -34929.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35061.863281 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -35061.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -35135.964844 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -35135.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35188.070312 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -35188.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -35253.617188 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -35253.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35321.687500 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -35321.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35384.484375 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -35384.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35412.882812 Penalty: 2997.145996
	Iteration 17Q: 3 clusters Score -35412.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35458.308594 Penalty: 2997.145996
	Iteration 18Q: 3 clusters Score -35458.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35476.140625 Penalty: 2997.145996
	Iteration 19Q: 3 clusters Score -35476.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35487.964844 Penalty: 2997.145996
	Iteration 20F: 3 clusters Score -35487.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35577.078125 Penalty: 2997.145996
	Iteration 21Q: 3 clusters Score -35577.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35698.832031 Penalty: 2997.145996
	Iteration 22Q: 3 clusters Score -35698.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35703.152344 Penalty: 2997.145996
	Iteration 23Q: 3 clusters Score -35703.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35703.152344 Penalty: 2997.145996
	Iteration 24F: 3 clusters Score -35703.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 169542 members 
Mstep: Class 2 contains 115928 members 
Mstep: Class 3 contains 50195 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 989 members 
Mstep: Class 6 contains 64847 members 
Mstep: Class 7 contains 35009 members 
Mstep: Class 8 contains 5077 members 
Mstep: Class 9 contains 4406 members 
Mstep: Class 10 contains 188201 members 
Mstep: Class 11 contains 1014 members 
Mstep: Class 12 contains 2059 members 
Mstep: Class 13 contains 15100 members 
Mstep: Class 14 contains 734 members 
Mstep: Class 15 contains 28439 members 
Mstep: Class 16 contains 91659 members 
Mstep: Class 17 contains 25565 members 
Mstep: Class 18 contains 7819 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 2577 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 21887 members 
Mstep: Class 24 contains 234 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3837 members 
Mstep: Class 28 contains 187 members 
Entering Unmasked Estep 
Score: -98119064.000000 Penalty: 95211.085938
Splitting cluster 24 changes total score from -98120752.000000 to -98119064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -64585.871094 Penalty: 1603.603882
	Iteration 0F: 2 clusters Score -64585.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -62922.242188 Penalty: 3207.207764
	Iteration 0F: 3 clusters Score -62922.24 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -63132.597656 Penalty: 3207.207764
	Iteration 1F: 3 clusters Score -63132.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63194.472656 Penalty: 3207.207764
	Iteration 2Q: 3 clusters Score -63194.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63217.707031 Penalty: 3207.207764
	Iteration 3Q: 3 clusters Score -63217.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63224.160156 Penalty: 3207.207764
	Iteration 4Q: 3 clusters Score -63224.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63227.484375 Penalty: 3207.207764
	Iteration 5Q: 3 clusters Score -63227.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63230.644531 Penalty: 3207.207764
	Iteration 6Q: 3 clusters Score -63230.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63234.128906 Penalty: 3207.207764
	Iteration 7Q: 3 clusters Score -63234.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63236.894531 Penalty: 3207.207764
	Iteration 8Q: 3 clusters Score -63236.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63236.894531 Penalty: 3207.207764
	Iteration 9F: 3 clusters Score -63236.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -54755.554688 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -54755.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -53179.683594 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -53179.68 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53347.867188 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -53347.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -53397.890625 Penalty: 3122.451904
	Iteration 2Q: 3 clusters Score -53397.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53423.042969 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -53423.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53427.078125 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -53427.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53433.445312 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -53433.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53433.445312 Penalty: 3122.451904
	Iteration 6F: 3 clusters Score -53433.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Entering Unmasked Estep 
Score: -388842.593750 Penalty: 2046.606689
	Iteration 0F: 2 clusters Score -388842.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -385006.687500 Penalty: 4093.213379
	Iteration 0F: 3 clusters Score -385006.7 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -385868.718750 Penalty: 4093.213379
	Iteration 1F: 3 clusters Score -385868.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -386087.218750 Penalty: 4093.213379
	Iteration 2F: 3 clusters Score -386087.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -386222.062500 Penalty: 4093.213379
	Iteration 3F: 3 clusters Score -386222.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -386320.187500 Penalty: 4093.213379
	Iteration 4Q: 3 clusters Score -386320.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -386380.500000 Penalty: 4093.213379
	Iteration 5Q: 3 clusters Score -386380.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -386421.906250 Penalty: 4093.213379
	Iteration 6Q: 3 clusters Score -386421.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -386447.718750 Penalty: 4093.213379
	Iteration 7Q: 3 clusters Score -386447.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -386463.375000 Penalty: 4093.213379
	Iteration 8Q: 3 clusters Score -386463.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -386480.625000 Penalty: 4093.213379
	Iteration 9Q: 3 clusters Score -386480.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -386503.687500 Penalty: 4093.213379
	Iteration 10Q: 3 clusters Score -386503.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -386531.750000 Penalty: 4093.213379
	Iteration 11Q: 3 clusters Score -386531.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -386552.156250 Penalty: 4093.213379
	Iteration 12Q: 3 clusters Score -386552.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -386572.062500 Penalty: 4093.213379
	Iteration 13Q: 3 clusters Score -386572.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -386588.937500 Penalty: 4093.213379
	Iteration 14Q: 3 clusters Score -386588.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -386604.125000 Penalty: 4093.213379
	Iteration 15Q: 3 clusters Score -386604.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -386614.093750 Penalty: 4093.213379
	Iteration 16Q: 3 clusters Score -386614.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -386627.156250 Penalty: 4093.213379
	Iteration 17Q: 3 clusters Score -386627.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -386646.281250 Penalty: 4093.213379
	Iteration 18Q: 3 clusters Score -386646.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -386666.812500 Penalty: 4093.213379
	Iteration 19Q: 3 clusters Score -386666.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -386682.000000 Penalty: 4093.213379
	Iteration 20F: 3 clusters Score -386682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -386702.093750 Penalty: 4093.213379
	Iteration 21Q: 3 clusters Score -386702.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -386723.937500 Penalty: 4093.213379
	Iteration 22Q: 3 clusters Score -386723.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -386751.406250 Penalty: 4093.213379
	Iteration 23Q: 3 clusters Score -386751.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -386772.750000 Penalty: 4093.213379
	Iteration 24Q: 3 clusters Score -386772.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -386800.375000 Penalty: 4093.213379
	Iteration 25Q: 3 clusters Score -386800.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -386827.687500 Penalty: 4093.213379
	Iteration 26Q: 3 clusters Score -386827.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -386852.062500 Penalty: 4093.213379
	Iteration 27Q: 3 clusters Score -386852.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -386881.000000 Penalty: 4093.213379
	Iteration 28Q: 3 clusters Score -386881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -386907.156250 Penalty: 4093.213379
	Iteration 29Q: 3 clusters Score -386907.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -386918.187500 Penalty: 4093.213379
	Iteration 30Q: 3 clusters Score -386918.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -386926.656250 Penalty: 4093.213379
	Iteration 31Q: 3 clusters Score -386926.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -386938.437500 Penalty: 4093.213379
	Iteration 32Q: 3 clusters Score -386938.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -386948.343750 Penalty: 4093.213379
	Iteration 33Q: 3 clusters Score -386948.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -386955.593750 Penalty: 4093.213379
	Iteration 34Q: 3 clusters Score -386955.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -386966.625000 Penalty: 4093.213379
	Iteration 35Q: 3 clusters Score -386966.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -386974.531250 Penalty: 4093.213379
	Iteration 36Q: 3 clusters Score -386974.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -386980.000000 Penalty: 4093.213379
	Iteration 37Q: 3 clusters Score -386980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -386985.343750 Penalty: 4093.213379
	Iteration 38Q: 3 clusters Score -386985.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -386992.093750 Penalty: 4093.213379
	Iteration 39Q: 3 clusters Score -386992.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -386996.906250 Penalty: 4093.213379
	Iteration 40F: 3 clusters Score -386996.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -387003.031250 Penalty: 4093.213379
	Iteration 41Q: 3 clusters Score -387003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -387005.843750 Penalty: 4093.213379
	Iteration 42Q: 3 clusters Score -387005.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -387007.656250 Penalty: 4093.213379
	Iteration 43Q: 3 clusters Score -387007.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -387008.750000 Penalty: 4093.213379
	Iteration 44Q: 3 clusters Score -387008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -387011.250000 Penalty: 4093.213379
	Iteration 45Q: 3 clusters Score -387011.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -387013.093750 Penalty: 4093.213379
	Iteration 46Q: 3 clusters Score -387013.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -387016.062500 Penalty: 4093.213379
	Iteration 47Q: 3 clusters Score -387016.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -387017.906250 Penalty: 4093.213379
	Iteration 48Q: 3 clusters Score -387017.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -387022.718750 Penalty: 4093.213379
	Iteration 49Q: 3 clusters Score -387022.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -387025.468750 Penalty: 4093.213379
	Iteration 50Q: 3 clusters Score -387025.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -387026.250000 Penalty: 4093.213379
	Iteration 51Q: 3 clusters Score -387026.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -387028.250000 Penalty: 4093.213379
	Iteration 52Q: 3 clusters Score -387028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -387028.093750 Penalty: 4093.213379
	Iteration 53Q: 3 clusters Score -387028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -387028.531250 Penalty: 4093.213379
	Iteration 54Q: 3 clusters Score -387028.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -387028.531250 Penalty: 4093.213379
	Iteration 55F: 3 clusters Score -387028.5 nChanged 0
--- Evaluating fit on full set of 2703037 points ---
Entering Unmasked Estep 
Score: -293833280.000000 Penalty: 99167.000000
22->28 Clusters: Score -293833280.000000, best is -293888160.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 901012 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 41080 members 
Mstep: Class 3 contains 40980 members 
Mstep: Class 4 contains 41090 members 
Mstep: Class 5 contains 40808 members 
Mstep: Class 6 contains 40697 members 
Mstep: Class 7 contains 40808 members 
Mstep: Class 8 contains 40938 members 
Mstep: Class 9 contains 41095 members 
Mstep: Class 10 contains 41101 members 
Mstep: Class 11 contains 40935 members 
Mstep: Class 12 contains 41013 members 
Mstep: Class 13 contains 41274 members 
Mstep: Class 14 contains 40830 members 
Mstep: Class 15 contains 40943 members 
Mstep: Class 16 contains 40891 members 
Mstep: Class 17 contains 41301 members 
Mstep: Class 18 contains 40987 members 
Mstep: Class 19 contains 40781 members 
Mstep: Class 20 contains 41039 members 
Mstep: Class 21 contains 40964 members 
Mstep: Class 22 contains 40911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 238.267273 but Gain 3400.398438
Score: -92640768.000000 Penalty: 71408.312500
Iteration 0F: 22 clusters Score -9.264077e+07 nChanged 857207
Entering Unmasked Mstep 
Mstep: Class 0 contains 4200 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 15553 members 
Mstep: Class 3 contains 105236 members 
Mstep: Class 4 contains 3640 members 
Mstep: Class 5 contains 9973 members 
Mstep: Class 6 contains 7777 members 
Mstep: Class 7 contains 18819 members 
Mstep: Class 9 contains 7689 members 
Mstep: Class 10 contains 6808 members 
Mstep: Class 11 contains 16662 members 
Mstep: Class 12 contains 5578 members 
Mstep: Class 13 contains 58501 members 
Mstep: Class 14 contains 85809 members 
Mstep: Class 15 contains 66885 members 
Mstep: Class 16 contains 4423 members 
Mstep: Class 17 contains 57672 members 
Mstep: Class 18 contains 75964 members 
Mstep: Class 19 contains 314151 members 
Mstep: Class 20 contains 9512 members 
Mstep: Class 21 contains 3004 members 
Mstep: Class 22 contains 15497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1432.271729 but Gain 3400.390625
Score: -96687816.000000 Penalty: 68007.921875
Iteration 1F: 21 clusters Score -9.668782e+07 nChanged 311936
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 10803 members 
Mstep: Class 3 contains 99679 members 
Mstep: Class 5 contains 8697 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 14759 members 
Mstep: Class 9 contains 3991 members 
Mstep: Class 10 contains 2930 members 
Mstep: Class 11 contains 28704 members 
Mstep: Class 12 contains 3009 members 
Mstep: Class 13 contains 52271 members 
Mstep: Class 14 contains 79963 members 
Mstep: Class 15 contains 37920 members 
Mstep: Class 16 contains 1409 members 
Mstep: Class 17 contains 45942 members 
Mstep: Class 18 contains 60215 members 
Mstep: Class 19 contains 419721 members 
Mstep: Class 20 contains 6505 members 
Mstep: Class 21 contains 4504 members 
Mstep: Class 22 contains 10020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2964.760254 but Gain 3400.398438
Score: -96961072.000000 Penalty: 64607.523438
Iteration 2F: 20 clusters Score -9.696107e+07 nChanged 185907
Entering Unmasked Mstep 
Mstep: Class 0 contains 3076 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12314 members 
Mstep: Class 3 contains 102694 members 
Mstep: Class 5 contains 6925 members 
Mstep: Class 6 contains 2188 members 
Mstep: Class 7 contains 18957 members 
Mstep: Class 9 contains 2617 members 
Mstep: Class 10 contains 3118 members 
Mstep: Class 11 contains 43732 members 
Mstep: Class 13 contains 52401 members 
Mstep: Class 14 contains 97241 members 
Mstep: Class 15 contains 29664 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 43971 members 
Mstep: Class 18 contains 65176 members 
Mstep: Class 19 contains 394845 members 
Mstep: Class 20 contains 5956 members 
Mstep: Class 21 contains 4383 members 
Mstep: Class 22 contains 8019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2786.757568 but Gain 3400.394531
Score: -97181232.000000 Penalty: 61207.128906
Iteration 3F: 19 clusters Score -9.718123e+07 nChanged 133017
Entering Unmasked Mstep 
Mstep: Class 0 contains 3047 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 13739 members 
Mstep: Class 3 contains 102659 members 
Mstep: Class 5 contains 5223 members 
Mstep: Class 6 contains 1665 members 
Mstep: Class 7 contains 26553 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 54227 members 
Mstep: Class 13 contains 53693 members 
Mstep: Class 14 contains 114000 members 
Mstep: Class 15 contains 25622 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 45458 members 
Mstep: Class 18 contains 71270 members 
Mstep: Class 19 contains 357052 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 3808 members 
Mstep: Class 22 contains 6852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97351976.000000 Penalty: 61207.128906
Iteration 4F: 19 clusters Score -9.735198e+07 nChanged 105028
Entering Unmasked Mstep 
Mstep: Class 0 contains 3009 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15293 members 
Mstep: Class 3 contains 97863 members 
Mstep: Class 5 contains 4187 members 
Mstep: Class 6 contains 1472 members 
Mstep: Class 7 contains 33187 members 
Mstep: Class 10 contains 9042 members 
Mstep: Class 11 contains 61414 members 
Mstep: Class 13 contains 53094 members 
Mstep: Class 14 contains 124829 members 
Mstep: Class 15 contains 22049 members 
Mstep: Class 16 contains 2856 members 
Mstep: Class 17 contains 47717 members 
Mstep: Class 18 contains 74969 members 
Mstep: Class 19 contains 330739 members 
Mstep: Class 20 contains 8957 members 
Mstep: Class 21 contains 3256 members 
Mstep: Class 22 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97477336.000000 Penalty: 61207.128906
Iteration 5F: 19 clusters Score -9.747734e+07 nChanged 93641
Entering Unmasked Mstep 
Mstep: Class 0 contains 2722 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 17016 members 
Mstep: Class 3 contains 91012 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 1437 members 
Mstep: Class 7 contains 38267 members 
Mstep: Class 10 contains 14655 members 
Mstep: Class 11 contains 64924 members 
Mstep: Class 13 contains 52094 members 
Mstep: Class 14 contains 133117 members 
Mstep: Class 15 contains 18933 members 
Mstep: Class 16 contains 3032 members 
Mstep: Class 17 contains 50603 members 
Mstep: Class 18 contains 80516 members 
Mstep: Class 19 contains 310056 members 
Mstep: Class 20 contains 10505 members 
Mstep: Class 21 contains 2571 members 
Mstep: Class 22 contains 4683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2947.067383 but Gain 3400.398438
Score: -97621992.000000 Penalty: 57806.730469
Iteration 6F: 18 clusters Score -9.762199e+07 nChanged 91494
Entering Unmasked Mstep 
Mstep: Class 0 contains 1943 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 20380 members 
Mstep: Class 3 contains 82949 members 
Mstep: Class 5 contains 4307 members 
Mstep: Class 6 contains 1458 members 
Mstep: Class 7 contains 42959 members 
Mstep: Class 10 contains 20201 members 
Mstep: Class 11 contains 64172 members 
Mstep: Class 13 contains 51714 members 
Mstep: Class 14 contains 139259 members 
Mstep: Class 15 contains 16613 members 
Mstep: Class 16 contains 3050 members 
Mstep: Class 17 contains 53311 members 
Mstep: Class 18 contains 92270 members 
Mstep: Class 19 contains 290733 members 
Mstep: Class 20 contains 11841 members 
Mstep: Class 22 contains 2939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97739672.000000 Penalty: 57806.730469
Iteration 7F: 18 clusters Score -9.773967e+07 nChanged 82095
Entering Unmasked Mstep 
Mstep: Class 0 contains 1752 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 21964 members 
Mstep: Class 3 contains 71588 members 
Mstep: Class 5 contains 4214 members 
Mstep: Class 6 contains 1482 members 
Mstep: Class 7 contains 47379 members 
Mstep: Class 10 contains 25712 members 
Mstep: Class 11 contains 60873 members 
Mstep: Class 13 contains 52447 members 
Mstep: Class 14 contains 143863 members 
Mstep: Class 15 contains 15357 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 55181 members 
Mstep: Class 18 contains 107423 members 
Mstep: Class 19 contains 272910 members 
Mstep: Class 20 contains 12996 members 
Mstep: Class 22 contains 2015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97795152.000000 Penalty: 57806.730469
Iteration 8F: 18 clusters Score -9.779515e+07 nChanged 69189
Entering Unmasked Mstep 
Mstep: Class 0 contains 1728 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 23241 members 
Mstep: Class 3 contains 60217 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 51960 members 
Mstep: Class 10 contains 31339 members 
Mstep: Class 11 contains 56800 members 
Mstep: Class 13 contains 54347 members 
Mstep: Class 14 contains 148436 members 
Mstep: Class 15 contains 14898 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 56771 members 
Mstep: Class 18 contains 123967 members 
Mstep: Class 19 contains 251803 members 
Mstep: Class 20 contains 14033 members 
Mstep: Class 22 contains 1978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97840088.000000 Penalty: 57806.730469
Iteration 9F: 18 clusters Score -9.784009e+07 nChanged 58252
Entering Unmasked Mstep 
Mstep: Class 0 contains 1682 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24267 members 
Mstep: Class 3 contains 51415 members 
Mstep: Class 5 contains 4230 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 56239 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 53108 members 
Mstep: Class 13 contains 56343 members 
Mstep: Class 14 contains 151810 members 
Mstep: Class 15 contains 14541 members 
Mstep: Class 16 contains 2968 members 
Mstep: Class 17 contains 57670 members 
Mstep: Class 18 contains 140001 members 
Mstep: Class 19 contains 230527 members 
Mstep: Class 20 contains 15056 members 
Mstep: Class 22 contains 2009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97877368.000000 Penalty: 57806.730469
Iteration 10F: 18 clusters Score -9.787737e+07 nChanged 49854
Entering Unmasked Mstep 
Mstep: Class 0 contains 1573 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 25196 members 
Mstep: Class 3 contains 45074 members 
Mstep: Class 5 contains 4267 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 60025 members 
Mstep: Class 10 contains 42172 members 
Mstep: Class 11 contains 50260 members 
Mstep: Class 13 contains 57936 members 
Mstep: Class 14 contains 154120 members 
Mstep: Class 15 contains 14198 members 
Mstep: Class 16 contains 2939 members 
Mstep: Class 17 contains 57704 members 
Mstep: Class 18 contains 155188 members 
Mstep: Class 19 contains 210036 members 
Mstep: Class 20 contains 15977 members 
Mstep: Class 22 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97907640.000000 Penalty: 57806.730469
Iteration 11F: 18 clusters Score -9.790764e+07 nChanged 42224
Entering Unmasked Mstep 
Mstep: Class 0 contains 1547 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 25985 members 
Mstep: Class 3 contains 40590 members 
Mstep: Class 5 contains 4341 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 63088 members 
Mstep: Class 10 contains 47069 members 
Mstep: Class 11 contains 48149 members 
Mstep: Class 13 contains 58986 members 
Mstep: Class 14 contains 154755 members 
Mstep: Class 15 contains 13793 members 
Mstep: Class 16 contains 2903 members 
Mstep: Class 17 contains 56937 members 
Mstep: Class 18 contains 169616 members 
Mstep: Class 19 contains 192153 members 
Mstep: Class 20 contains 16751 members 
Mstep: Class 22 contains 2129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97924496.000000 Penalty: 57806.730469
Iteration 12Q: 18 clusters Score -9.79245e+07 nChanged 36941
Entering Unmasked Mstep 
Mstep: Class 0 contains 1546 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 26693 members 
Mstep: Class 3 contains 37557 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 65757 members 
Mstep: Class 10 contains 51774 members 
Mstep: Class 11 contains 46598 members 
Mstep: Class 13 contains 59376 members 
Mstep: Class 14 contains 154328 members 
Mstep: Class 15 contains 13443 members 
Mstep: Class 16 contains 2860 members 
Mstep: Class 17 contains 55639 members 
Mstep: Class 18 contains 183615 members 
Mstep: Class 19 contains 175586 members 
Mstep: Class 20 contains 17490 members 
Mstep: Class 22 contains 2134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97939912.000000 Penalty: 57806.730469
Iteration 13Q: 18 clusters Score -9.793991e+07 nChanged 32075
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 35415 members 
Mstep: Class 5 contains 4544 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 67860 members 
Mstep: Class 10 contains 56074 members 
Mstep: Class 11 contains 45624 members 
Mstep: Class 13 contains 59077 members 
Mstep: Class 14 contains 152800 members 
Mstep: Class 15 contains 13081 members 
Mstep: Class 16 contains 2830 members 
Mstep: Class 17 contains 53696 members 
Mstep: Class 18 contains 196989 members 
Mstep: Class 19 contains 161844 members 
Mstep: Class 20 contains 18086 members 
Mstep: Class 22 contains 2134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97950768.000000 Penalty: 57806.730469
Iteration 14Q: 18 clusters Score -9.795077e+07 nChanged 28973
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 27651 members 
Mstep: Class 3 contains 33876 members 
Mstep: Class 5 contains 4662 members 
Mstep: Class 6 contains 1481 members 
Mstep: Class 7 contains 69535 members 
Mstep: Class 10 contains 59969 members 
Mstep: Class 11 contains 44981 members 
Mstep: Class 13 contains 58256 members 
Mstep: Class 14 contains 150316 members 
Mstep: Class 15 contains 12722 members 
Mstep: Class 16 contains 2797 members 
Mstep: Class 17 contains 51388 members 
Mstep: Class 18 contains 210285 members 
Mstep: Class 19 contains 150019 members 
Mstep: Class 20 contains 18610 members 
Mstep: Class 22 contains 2136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97961384.000000 Penalty: 57806.730469
Iteration 15Q: 18 clusters Score -9.796138e+07 nChanged 26827
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 27933 members 
Mstep: Class 3 contains 32785 members 
Mstep: Class 5 contains 4769 members 
Mstep: Class 6 contains 1651 members 
Mstep: Class 7 contains 70798 members 
Mstep: Class 10 contains 63207 members 
Mstep: Class 11 contains 44530 members 
Mstep: Class 13 contains 56897 members 
Mstep: Class 14 contains 146929 members 
Mstep: Class 15 contains 12327 members 
Mstep: Class 16 contains 2776 members 
Mstep: Class 17 contains 48782 members 
Mstep: Class 18 contains 223060 members 
Mstep: Class 19 contains 141039 members 
Mstep: Class 20 contains 19066 members 
Mstep: Class 22 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97969584.000000 Penalty: 57806.730469
Iteration 16Q: 18 clusters Score -9.796958e+07 nChanged 25385
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 28111 members 
Mstep: Class 3 contains 32063 members 
Mstep: Class 5 contains 4881 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 71778 members 
Mstep: Class 10 contains 66013 members 
Mstep: Class 11 contains 44255 members 
Mstep: Class 13 contains 55336 members 
Mstep: Class 14 contains 143222 members 
Mstep: Class 15 contains 11969 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 17 contains 46307 members 
Mstep: Class 18 contains 235627 members 
Mstep: Class 19 contains 132850 members 
Mstep: Class 20 contains 19416 members 
Mstep: Class 22 contains 2139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97977632.000000 Penalty: 57806.730469
Iteration 17Q: 18 clusters Score -9.797763e+07 nChanged 24327
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 28214 members 
Mstep: Class 3 contains 31582 members 
Mstep: Class 5 contains 5011 members 
Mstep: Class 6 contains 2332 members 
Mstep: Class 7 contains 72602 members 
Mstep: Class 10 contains 68417 members 
Mstep: Class 11 contains 44155 members 
Mstep: Class 13 contains 53656 members 
Mstep: Class 14 contains 139533 members 
Mstep: Class 15 contains 11625 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 44003 members 
Mstep: Class 18 contains 248257 members 
Mstep: Class 19 contains 124713 members 
Mstep: Class 20 contains 19715 members 
Mstep: Class 22 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97984800.000000 Penalty: 57806.730469
Iteration 18Q: 18 clusters Score -9.79848e+07 nChanged 23397
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 28278 members 
Mstep: Class 3 contains 31266 members 
Mstep: Class 5 contains 5140 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 73414 members 
Mstep: Class 10 contains 70511 members 
Mstep: Class 11 contains 44054 members 
Mstep: Class 13 contains 51766 members 
Mstep: Class 14 contains 135951 members 
Mstep: Class 15 contains 11227 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 41772 members 
Mstep: Class 18 contains 261046 members 
Mstep: Class 19 contains 116786 members 
Mstep: Class 20 contains 19927 members 
Mstep: Class 22 contains 2143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97990832.000000 Penalty: 57806.730469
Iteration 19Q: 18 clusters Score -9.799083e+07 nChanged 22591
Entering Unmasked Mstep 
Mstep: Class 0 contains 1545 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 28309 members 
Mstep: Class 3 contains 31044 members 
Mstep: Class 5 contains 5260 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 74161 members 
Mstep: Class 10 contains 72243 members 
Mstep: Class 11 contains 44073 members 
Mstep: Class 13 contains 49923 members 
Mstep: Class 14 contains 132248 members 
Mstep: Class 15 contains 10894 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 17 contains 39798 members 
Mstep: Class 18 contains 273874 members 
Mstep: Class 19 contains 108925 members 
Mstep: Class 20 contains 20073 members 
Mstep: Class 22 contains 2141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97998224.000000 Penalty: 57806.730469
Iteration 20F: 18 clusters Score -9.799822e+07 nChanged 21917
Entering Unmasked Mstep 
Mstep: Class 0 contains 1539 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 28143 members 
Mstep: Class 3 contains 30899 members 
Mstep: Class 5 contains 5349 members 
Mstep: Class 6 contains 3729 members 
Mstep: Class 7 contains 74907 members 
Mstep: Class 10 contains 73693 members 
Mstep: Class 11 contains 44126 members 
Mstep: Class 13 contains 48068 members 
Mstep: Class 14 contains 128505 members 
Mstep: Class 15 contains 10548 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 17 contains 38062 members 
Mstep: Class 18 contains 286269 members 
Mstep: Class 19 contains 101345 members 
Mstep: Class 20 contains 20185 members 
Mstep: Class 22 contains 2147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98004432.000000 Penalty: 57806.730469
Iteration 21Q: 18 clusters Score -9.800443e+07 nChanged 20747
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 28047 members 
Mstep: Class 3 contains 30750 members 
Mstep: Class 5 contains 5429 members 
Mstep: Class 6 contains 4478 members 
Mstep: Class 7 contains 75688 members 
Mstep: Class 10 contains 74878 members 
Mstep: Class 11 contains 44171 members 
Mstep: Class 13 contains 46361 members 
Mstep: Class 14 contains 124856 members 
Mstep: Class 15 contains 10186 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 36561 members 
Mstep: Class 18 contains 298095 members 
Mstep: Class 19 contains 94078 members 
Mstep: Class 20 contains 20252 members 
Mstep: Class 22 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009176.000000 Penalty: 57806.730469
Iteration 22Q: 18 clusters Score -9.800918e+07 nChanged 20275
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 27993 members 
Mstep: Class 3 contains 30595 members 
Mstep: Class 5 contains 5501 members 
Mstep: Class 6 contains 5133 members 
Mstep: Class 7 contains 76628 members 
Mstep: Class 10 contains 75813 members 
Mstep: Class 11 contains 44292 members 
Mstep: Class 13 contains 44774 members 
Mstep: Class 14 contains 121653 members 
Mstep: Class 15 contains 9879 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 35291 members 
Mstep: Class 18 contains 309414 members 
Mstep: Class 19 contains 86640 members 
Mstep: Class 20 contains 20203 members 
Mstep: Class 22 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007272.000000 Penalty: 57806.730469
Iteration 23Q: 18 clusters Score -9.800727e+07 nChanged 21076
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 27977 members 
Mstep: Class 3 contains 30434 members 
Mstep: Class 5 contains 5563 members 
Mstep: Class 6 contains 5675 members 
Mstep: Class 7 contains 77629 members 
Mstep: Class 10 contains 76511 members 
Mstep: Class 11 contains 44664 members 
Mstep: Class 13 contains 43355 members 
Mstep: Class 14 contains 119209 members 
Mstep: Class 15 contains 9661 members 
Mstep: Class 16 contains 2710 members 
Mstep: Class 17 contains 34227 members 
Mstep: Class 18 contains 319117 members 
Mstep: Class 19 contains 79641 members 
Mstep: Class 20 contains 20117 members 
Mstep: Class 22 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999904.000000 Penalty: 57806.730469
Iteration 24Q: 18 clusters Score -9.79999e+07 nChanged 19705
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 27955 members 
Mstep: Class 3 contains 30319 members 
Mstep: Class 5 contains 5620 members 
Mstep: Class 6 contains 6115 members 
Mstep: Class 7 contains 78809 members 
Mstep: Class 10 contains 77012 members 
Mstep: Class 11 contains 45233 members 
Mstep: Class 13 contains 42308 members 
Mstep: Class 14 contains 117762 members 
Mstep: Class 15 contains 9505 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 33470 members 
Mstep: Class 18 contains 325494 members 
Mstep: Class 19 contains 74018 members 
Mstep: Class 20 contains 20112 members 
Mstep: Class 22 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97992328.000000 Penalty: 57806.730469
Iteration 25Q: 18 clusters Score -9.799233e+07 nChanged 16918
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 27984 members 
Mstep: Class 3 contains 30224 members 
Mstep: Class 5 contains 5676 members 
Mstep: Class 6 contains 6419 members 
Mstep: Class 7 contains 80057 members 
Mstep: Class 10 contains 77342 members 
Mstep: Class 11 contains 45776 members 
Mstep: Class 13 contains 41721 members 
Mstep: Class 14 contains 117193 members 
Mstep: Class 15 contains 9419 members 
Mstep: Class 16 contains 2723 members 
Mstep: Class 17 contains 33093 members 
Mstep: Class 18 contains 328725 members 
Mstep: Class 19 contains 69846 members 
Mstep: Class 20 contains 20181 members 
Mstep: Class 22 contains 2152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97987704.000000 Penalty: 57806.730469
Iteration 26Q: 18 clusters Score -9.79877e+07 nChanged 13754
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 28019 members 
Mstep: Class 3 contains 30171 members 
Mstep: Class 5 contains 5734 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 81341 members 
Mstep: Class 10 contains 77602 members 
Mstep: Class 11 contains 46131 members 
Mstep: Class 13 contains 41460 members 
Mstep: Class 14 contains 117334 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 17 contains 32892 members 
Mstep: Class 18 contains 329725 members 
Mstep: Class 19 contains 66859 members 
Mstep: Class 20 contains 20346 members 
Mstep: Class 22 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97986008.000000 Penalty: 57806.730469
Iteration 27Q: 18 clusters Score -9.798601e+07 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 28057 members 
Mstep: Class 3 contains 30112 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 6762 members 
Mstep: Class 7 contains 82545 members 
Mstep: Class 10 contains 77845 members 
Mstep: Class 11 contains 46264 members 
Mstep: Class 13 contains 41353 members 
Mstep: Class 14 contains 117935 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 32819 members 
Mstep: Class 18 contains 329628 members 
Mstep: Class 19 contains 64534 members 
Mstep: Class 20 contains 20539 members 
Mstep: Class 22 contains 2152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97986040.000000 Penalty: 57806.730469
Iteration 28Q: 18 clusters Score -9.798604e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 28125 members 
Mstep: Class 3 contains 30081 members 
Mstep: Class 5 contains 5840 members 
Mstep: Class 6 contains 6853 members 
Mstep: Class 7 contains 83562 members 
Mstep: Class 10 contains 78068 members 
Mstep: Class 11 contains 46282 members 
Mstep: Class 13 contains 41277 members 
Mstep: Class 14 contains 118651 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 32801 members 
Mstep: Class 18 contains 329165 members 
Mstep: Class 19 contains 62693 members 
Mstep: Class 20 contains 20708 members 
Mstep: Class 22 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97986784.000000 Penalty: 57806.730469
Iteration 29Q: 18 clusters Score -9.798678e+07 nChanged 7595
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 28165 members 
Mstep: Class 3 contains 30036 members 
Mstep: Class 5 contains 5903 members 
Mstep: Class 6 contains 6934 members 
Mstep: Class 7 contains 84420 members 
Mstep: Class 10 contains 78305 members 
Mstep: Class 11 contains 46172 members 
Mstep: Class 13 contains 41254 members 
Mstep: Class 14 contains 119531 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 32769 members 
Mstep: Class 18 contains 328570 members 
Mstep: Class 19 contains 61099 members 
Mstep: Class 20 contains 20858 members 
Mstep: Class 22 contains 2152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97988152.000000 Penalty: 57806.730469
Iteration 30Q: 18 clusters Score -9.798815e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 28193 members 
Mstep: Class 3 contains 30013 members 
Mstep: Class 5 contains 5958 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 85127 members 
Mstep: Class 10 contains 78543 members 
Mstep: Class 11 contains 46015 members 
Mstep: Class 13 contains 41254 members 
Mstep: Class 14 contains 120520 members 
Mstep: Class 15 contains 9317 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 32751 members 
Mstep: Class 18 contains 327859 members 
Mstep: Class 19 contains 59709 members 
Mstep: Class 20 contains 20993 members 
Mstep: Class 22 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97989440.000000 Penalty: 57806.730469
Iteration 31Q: 18 clusters Score -9.798944e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 28207 members 
Mstep: Class 3 contains 29995 members 
Mstep: Class 5 contains 6005 members 
Mstep: Class 6 contains 7115 members 
Mstep: Class 7 contains 85702 members 
Mstep: Class 10 contains 78759 members 
Mstep: Class 11 contains 45841 members 
Mstep: Class 13 contains 41236 members 
Mstep: Class 14 contains 121460 members 
Mstep: Class 15 contains 9306 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 17 contains 32729 members 
Mstep: Class 18 contains 327171 members 
Mstep: Class 19 contains 58555 members 
Mstep: Class 20 contains 21105 members 
Mstep: Class 22 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97990208.000000 Penalty: 57806.730469
Iteration 32Q: 18 clusters Score -9.799021e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 28232 members 
Mstep: Class 3 contains 29954 members 
Mstep: Class 5 contains 6038 members 
Mstep: Class 6 contains 7203 members 
Mstep: Class 7 contains 86138 members 
Mstep: Class 10 contains 78959 members 
Mstep: Class 11 contains 45653 members 
Mstep: Class 13 contains 41245 members 
Mstep: Class 14 contains 122361 members 
Mstep: Class 15 contains 9305 members 
Mstep: Class 16 contains 2754 members 
Mstep: Class 17 contains 32728 members 
Mstep: Class 18 contains 326559 members 
Mstep: Class 19 contains 57574 members 
Mstep: Class 20 contains 21191 members 
Mstep: Class 22 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97990872.000000 Penalty: 57806.730469
Iteration 33Q: 18 clusters Score -9.799087e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 28254 members 
Mstep: Class 3 contains 29927 members 
Mstep: Class 5 contains 6072 members 
Mstep: Class 6 contains 7276 members 
Mstep: Class 7 contains 86512 members 
Mstep: Class 10 contains 79144 members 
Mstep: Class 11 contains 45481 members 
Mstep: Class 13 contains 41244 members 
Mstep: Class 14 contains 123376 members 
Mstep: Class 15 contains 9306 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 32730 members 
Mstep: Class 18 contains 325837 members 
Mstep: Class 19 contains 56670 members 
Mstep: Class 20 contains 21290 members 
Mstep: Class 22 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97991616.000000 Penalty: 57806.730469
Iteration 34Q: 18 clusters Score -9.799162e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 28301 members 
Mstep: Class 3 contains 29906 members 
Mstep: Class 5 contains 6098 members 
Mstep: Class 6 contains 7345 members 
Mstep: Class 7 contains 86764 members 
Mstep: Class 10 contains 79321 members 
Mstep: Class 11 contains 45296 members 
Mstep: Class 13 contains 41238 members 
Mstep: Class 14 contains 124310 members 
Mstep: Class 15 contains 9306 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 32719 members 
Mstep: Class 18 contains 325292 members 
Mstep: Class 19 contains 55860 members 
Mstep: Class 20 contains 21358 members 
Mstep: Class 22 contains 2148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97992440.000000 Penalty: 57806.730469
Iteration 35Q: 18 clusters Score -9.799244e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 28327 members 
Mstep: Class 3 contains 29890 members 
Mstep: Class 5 contains 6131 members 
Mstep: Class 6 contains 7405 members 
Mstep: Class 7 contains 86951 members 
Mstep: Class 10 contains 79501 members 
Mstep: Class 11 contains 45112 members 
Mstep: Class 13 contains 41239 members 
Mstep: Class 14 contains 125201 members 
Mstep: Class 15 contains 9308 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 32699 members 
Mstep: Class 18 contains 324800 members 
Mstep: Class 19 contains 55144 members 
Mstep: Class 20 contains 21405 members 
Mstep: Class 22 contains 2148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97992952.000000 Penalty: 57806.730469
Iteration 36Q: 18 clusters Score -9.799295e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 28365 members 
Mstep: Class 3 contains 29864 members 
Mstep: Class 5 contains 6158 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 87104 members 
Mstep: Class 10 contains 79669 members 
Mstep: Class 11 contains 44937 members 
Mstep: Class 13 contains 41225 members 
Mstep: Class 14 contains 126089 members 
Mstep: Class 15 contains 9313 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 32670 members 
Mstep: Class 18 contains 324381 members 
Mstep: Class 19 contains 54458 members 
Mstep: Class 20 contains 21428 members 
Mstep: Class 22 contains 2148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97993728.000000 Penalty: 57806.730469
Iteration 37Q: 18 clusters Score -9.799373e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 28389 members 
Mstep: Class 3 contains 29852 members 
Mstep: Class 5 contains 6193 members 
Mstep: Class 6 contains 7479 members 
Mstep: Class 7 contains 87185 members 
Mstep: Class 10 contains 79825 members 
Mstep: Class 11 contains 44770 members 
Mstep: Class 13 contains 41198 members 
Mstep: Class 14 contains 126969 members 
Mstep: Class 15 contains 9312 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 32612 members 
Mstep: Class 18 contains 324003 members 
Mstep: Class 19 contains 53853 members 
Mstep: Class 20 contains 21469 members 
Mstep: Class 22 contains 2148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97994176.000000 Penalty: 57806.730469
Iteration 38Q: 18 clusters Score -9.799418e+07 nChanged 2327
Entering ConstructFrom: 
Score: -97994176.000000 Penalty: 57806.730469
Entering ConstructFrom: 
Trying to split cluster 1 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -143970.312500 Penalty: 1807.654053
	Iteration 0F: 2 clusters Score -143970.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -141893.125000 Penalty: 3615.308105
	Iteration 0F: 3 clusters Score -141893.1 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -143015.609375 Penalty: 3615.308105
	Iteration 1F: 3 clusters Score -143015.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -144060.781250 Penalty: 3615.308105
	Iteration 2F: 3 clusters Score -144060.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -144520.078125 Penalty: 3615.308105
	Iteration 3F: 3 clusters Score -144520.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -144663.125000 Penalty: 3615.308105
	Iteration 4Q: 3 clusters Score -144663.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -144692.343750 Penalty: 3615.308105
	Iteration 5Q: 3 clusters Score -144692.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -144700.406250 Penalty: 3615.308105
	Iteration 6Q: 3 clusters Score -144700.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -144702.765625 Penalty: 3615.308105
	Iteration 7Q: 3 clusters Score -144702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -144703.687500 Penalty: 3615.308105
	Iteration 8Q: 3 clusters Score -144703.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -144704.437500 Penalty: 3615.308105
	Iteration 9Q: 3 clusters Score -144704.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -144704.437500 Penalty: 3615.308105
	Iteration 10F: 3 clusters Score -144704.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 28408 members 
Mstep: Class 3 contains 29836 members 
Mstep: Class 4 contains 370 members 
Mstep: Class 5 contains 6222 members 
Mstep: Class 6 contains 7502 members 
Mstep: Class 7 contains 87244 members 
Mstep: Class 10 contains 79965 members 
Mstep: Class 11 contains 44614 members 
Mstep: Class 13 contains 41161 members 
Mstep: Class 14 contains 127858 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 32569 members 
Mstep: Class 18 contains 323612 members 
Mstep: Class 19 contains 53291 members 
Mstep: Class 20 contains 21504 members 
Mstep: Class 22 contains 2148 members 
Entering Unmasked Estep 
Score: -97994088.000000 Penalty: 61207.128906
Splitting cluster 1 changes total score from -97994176.000000 to -97994088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (28408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Entering Unmasked Estep 
Score: -2960177.750000 Penalty: 2543.097656
	Iteration 0F: 2 clusters Score -2960178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2940753.250000 Penalty: 5086.195312
	Iteration 0F: 3 clusters Score -2940753 nChanged 12695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2947522.500000 Penalty: 5086.195312
	Iteration 1F: 3 clusters Score -2947522 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2948069.250000 Penalty: 5086.195312
	Iteration 2Q: 3 clusters Score -2948069 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2948736.250000 Penalty: 5086.195312
	Iteration 3Q: 3 clusters Score -2948736 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -2949485.500000 Penalty: 5086.195312
	Iteration 4F: 3 clusters Score -2949486 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2950272.250000 Penalty: 5086.195312
	Iteration 5F: 3 clusters Score -2950272 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2951159.500000 Penalty: 5086.195312
	Iteration 6F: 3 clusters Score -2951160 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -2952161.500000 Penalty: 5086.195312
	Iteration 7F: 3 clusters Score -2952162 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2953293.250000 Penalty: 5086.195312
	Iteration 8F: 3 clusters Score -2953293 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -2954608.250000 Penalty: 5086.195312
	Iteration 9F: 3 clusters Score -2954608 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -2955857.500000 Penalty: 5086.195312
	Iteration 10F: 3 clusters Score -2955858 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -2956832.750000 Penalty: 5086.195312
	Iteration 11Q: 3 clusters Score -2956833 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -2957413.250000 Penalty: 5086.195312
	Iteration 12Q: 3 clusters Score -2957413 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -2957790.750000 Penalty: 5086.195312
	Iteration 13Q: 3 clusters Score -2957791 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -2957969.250000 Penalty: 5086.195312
	Iteration 14Q: 3 clusters Score -2957969 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -2958078.000000 Penalty: 5086.195312
	Iteration 15Q: 3 clusters Score -2958078 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -2958141.000000 Penalty: 5086.195312
	Iteration 16Q: 3 clusters Score -2958141 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -2958184.000000 Penalty: 5086.195312
	Iteration 17Q: 3 clusters Score -2958184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -2958223.500000 Penalty: 5086.195312
	Iteration 18Q: 3 clusters Score -2958224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -2958243.750000 Penalty: 5086.195312
	Iteration 19Q: 3 clusters Score -2958244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -2958248.750000 Penalty: 5086.195312
	Iteration 20F: 3 clusters Score -2958249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -2958261.000000 Penalty: 5086.195312
	Iteration 21Q: 3 clusters Score -2958261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -2958269.500000 Penalty: 5086.195312
	Iteration 22Q: 3 clusters Score -2958270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -2958282.750000 Penalty: 5086.195312
	Iteration 23Q: 3 clusters Score -2958283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -2958284.500000 Penalty: 5086.195312
	Iteration 24Q: 3 clusters Score -2958284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -2958285.000000 Penalty: 5086.195312
	Iteration 25Q: 3 clusters Score -2958285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -2958287.250000 Penalty: 5086.195312
	Iteration 26Q: 3 clusters Score -2958287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -2958296.000000 Penalty: 5086.195312
	Iteration 27Q: 3 clusters Score -2958296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -2958298.750000 Penalty: 5086.195312
	Iteration 28Q: 3 clusters Score -2958299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -2958298.000000 Penalty: 5086.195312
	Iteration 29Q: 3 clusters Score -2958298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -2958301.500000 Penalty: 5086.195312
	Iteration 30Q: 3 clusters Score -2958302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -2958303.500000 Penalty: 5086.195312
	Iteration 31Q: 3 clusters Score -2958304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -2958304.500000 Penalty: 5086.195312
	Iteration 32Q: 3 clusters Score -2958304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -2958306.000000 Penalty: 5086.195312
	Iteration 33Q: 3 clusters Score -2958306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -2958312.500000 Penalty: 5086.195312
	Iteration 34Q: 3 clusters Score -2958312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -2958307.750000 Penalty: 5086.195312
	Iteration 35Q: 3 clusters Score -2958308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -2958313.500000 Penalty: 5086.195312
	Iteration 36Q: 3 clusters Score -2958314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -2958323.250000 Penalty: 5086.195312
	Iteration 37Q: 3 clusters Score -2958323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -2958329.000000 Penalty: 5086.195312
	Iteration 38Q: 3 clusters Score -2958329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -2958328.750000 Penalty: 5086.195312
	Iteration 39Q: 3 clusters Score -2958329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -2958335.750000 Penalty: 5086.195312
	Iteration 40F: 3 clusters Score -2958336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -2958343.250000 Penalty: 5086.195312
	Iteration 41Q: 3 clusters Score -2958343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -2958345.250000 Penalty: 5086.195312
	Iteration 42Q: 3 clusters Score -2958345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -2958345.500000 Penalty: 5086.195312
	Iteration 43Q: 3 clusters Score -2958346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -2958353.750000 Penalty: 5086.195312
	Iteration 44Q: 3 clusters Score -2958354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -2958356.750000 Penalty: 5086.195312
	Iteration 45Q: 3 clusters Score -2958357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -2958359.750000 Penalty: 5086.195312
	Iteration 46Q: 3 clusters Score -2958360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -2958358.250000 Penalty: 5086.195312
	Iteration 47Q: 3 clusters Score -2958358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -2958365.500000 Penalty: 5086.195312
	Iteration 48Q: 3 clusters Score -2958366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -2958379.000000 Penalty: 5086.195312
	Iteration 49Q: 3 clusters Score -2958379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -2958385.500000 Penalty: 5086.195312
	Iteration 50Q: 3 clusters Score -2958386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -2958398.000000 Penalty: 5086.195312
	Iteration 51Q: 3 clusters Score -2958398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -2958399.250000 Penalty: 5086.195312
	Iteration 52Q: 3 clusters Score -2958399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -2958398.250000 Penalty: 5086.195312
	Iteration 53Q: 3 clusters Score -2958398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -2958412.500000 Penalty: 5086.195312
	Iteration 54Q: 3 clusters Score -2958412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -2958421.500000 Penalty: 5086.195312
	Iteration 55Q: 3 clusters Score -2958422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -2958434.500000 Penalty: 5086.195312
	Iteration 56Q: 3 clusters Score -2958434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -2958447.500000 Penalty: 5086.195312
	Iteration 57Q: 3 clusters Score -2958448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -2958455.250000 Penalty: 5086.195312
	Iteration 58Q: 3 clusters Score -2958455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -2958472.750000 Penalty: 5086.195312
	Iteration 59Q: 3 clusters Score -2958473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -2958485.000000 Penalty: 5086.195312
	Iteration 60F: 3 clusters Score -2958485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -2958498.000000 Penalty: 5086.195312
	Iteration 61Q: 3 clusters Score -2958498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -2958517.250000 Penalty: 5086.195312
	Iteration 62Q: 3 clusters Score -2958517 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -2958532.500000 Penalty: 5086.195312
	Iteration 63Q: 3 clusters Score -2958532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -2958544.250000 Penalty: 5086.195312
	Iteration 64Q: 3 clusters Score -2958544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -2958552.250000 Penalty: 5086.195312
	Iteration 65Q: 3 clusters Score -2958552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -2958570.500000 Penalty: 5086.195312
	Iteration 66Q: 3 clusters Score -2958570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -2958578.750000 Penalty: 5086.195312
	Iteration 67Q: 3 clusters Score -2958579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -2958582.000000 Penalty: 5086.195312
	Iteration 68Q: 3 clusters Score -2958582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -2958583.750000 Penalty: 5086.195312
	Iteration 69Q: 3 clusters Score -2958584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -2958590.750000 Penalty: 5086.195312
	Iteration 70Q: 3 clusters Score -2958591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -2958604.500000 Penalty: 5086.195312
	Iteration 71Q: 3 clusters Score -2958604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -2958618.250000 Penalty: 5086.195312
	Iteration 72Q: 3 clusters Score -2958618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -2958629.000000 Penalty: 5086.195312
	Iteration 73Q: 3 clusters Score -2958629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -2958643.750000 Penalty: 5086.195312
	Iteration 74Q: 3 clusters Score -2958644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -2958647.750000 Penalty: 5086.195312
	Iteration 75Q: 3 clusters Score -2958648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -2958650.000000 Penalty: 5086.195312
	Iteration 76Q: 3 clusters Score -2958650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -2958679.000000 Penalty: 5086.195312
	Iteration 77Q: 3 clusters Score -2958679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -2958707.000000 Penalty: 5086.195312
	Iteration 78Q: 3 clusters Score -2958707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -2958728.750000 Penalty: 5086.195312
	Iteration 79Q: 3 clusters Score -2958729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -2958735.000000 Penalty: 5086.195312
	Iteration 80F: 3 clusters Score -2958735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -2958759.000000 Penalty: 5086.195312
	Iteration 81Q: 3 clusters Score -2958759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -2958783.500000 Penalty: 5086.195312
	Iteration 82Q: 3 clusters Score -2958784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -2958802.500000 Penalty: 5086.195312
	Iteration 83Q: 3 clusters Score -2958802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -2958814.000000 Penalty: 5086.195312
	Iteration 84Q: 3 clusters Score -2958814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -2958816.500000 Penalty: 5086.195312
	Iteration 85Q: 3 clusters Score -2958816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -2958831.250000 Penalty: 5086.195312
	Iteration 86Q: 3 clusters Score -2958831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -2958843.750000 Penalty: 5086.195312
	Iteration 87Q: 3 clusters Score -2958844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -2958858.500000 Penalty: 5086.195312
	Iteration 88Q: 3 clusters Score -2958858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -2958865.250000 Penalty: 5086.195312
	Iteration 89Q: 3 clusters Score -2958865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -2958869.000000 Penalty: 5086.195312
	Iteration 90Q: 3 clusters Score -2958869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -2958878.500000 Penalty: 5086.195312
	Iteration 91Q: 3 clusters Score -2958878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -2958884.750000 Penalty: 5086.195312
	Iteration 92Q: 3 clusters Score -2958885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -2958889.000000 Penalty: 5086.195312
	Iteration 93Q: 3 clusters Score -2958889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -2958896.750000 Penalty: 5086.195312
	Iteration 94Q: 3 clusters Score -2958897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -2958904.750000 Penalty: 5086.195312
	Iteration 95Q: 3 clusters Score -2958905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -2958910.250000 Penalty: 5086.195312
	Iteration 96Q: 3 clusters Score -2958910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -2958913.750000 Penalty: 5086.195312
	Iteration 97Q: 3 clusters Score -2958914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -2958926.750000 Penalty: 5086.195312
	Iteration 98Q: 3 clusters Score -2958927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -2958930.000000 Penalty: 5086.195312
	Iteration 99Q: 3 clusters Score -2958930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -2958934.000000 Penalty: 5086.195312
	Iteration 100F: 3 clusters Score -2958934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -2958942.250000 Penalty: 5086.195312
	Iteration 101Q: 3 clusters Score -2958942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -2958956.500000 Penalty: 5086.195312
	Iteration 102Q: 3 clusters Score -2958956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -2958971.250000 Penalty: 5086.195312
	Iteration 103Q: 3 clusters Score -2958971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -2958997.500000 Penalty: 5086.195312
	Iteration 104Q: 3 clusters Score -2958998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -2959031.250000 Penalty: 5086.195312
	Iteration 105Q: 3 clusters Score -2959031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -2959069.750000 Penalty: 5086.195312
	Iteration 106Q: 3 clusters Score -2959070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -2959097.000000 Penalty: 5086.195312
	Iteration 107Q: 3 clusters Score -2959097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -2959129.250000 Penalty: 5086.195312
	Iteration 108Q: 3 clusters Score -2959129 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -2959163.500000 Penalty: 5086.195312
	Iteration 109Q: 3 clusters Score -2959164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -2959197.750000 Penalty: 5086.195312
	Iteration 110Q: 3 clusters Score -2959198 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -2959234.250000 Penalty: 5086.195312
	Iteration 111Q: 3 clusters Score -2959234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -2959252.000000 Penalty: 5086.195312
	Iteration 112Q: 3 clusters Score -2959252 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -2959269.000000 Penalty: 5086.195312
	Iteration 113Q: 3 clusters Score -2959269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -2959288.750000 Penalty: 5086.195312
	Iteration 114Q: 3 clusters Score -2959289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -2959303.750000 Penalty: 5086.195312
	Iteration 115Q: 3 clusters Score -2959304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -2959308.500000 Penalty: 5086.195312
	Iteration 116Q: 3 clusters Score -2959308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -2959316.750000 Penalty: 5086.195312
	Iteration 117Q: 3 clusters Score -2959317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -2959323.750000 Penalty: 5086.195312
	Iteration 118Q: 3 clusters Score -2959324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -2959333.500000 Penalty: 5086.195312
	Iteration 119Q: 3 clusters Score -2959334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -2959391.250000 Penalty: 5086.195312
	Iteration 120F: 3 clusters Score -2959391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -2959440.500000 Penalty: 5086.195312
	Iteration 121Q: 3 clusters Score -2959440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -2959485.500000 Penalty: 5086.195312
	Iteration 122Q: 3 clusters Score -2959486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -2959517.250000 Penalty: 5086.195312
	Iteration 123Q: 3 clusters Score -2959517 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -2959549.750000 Penalty: 5086.195312
	Iteration 124Q: 3 clusters Score -2959550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -2959572.250000 Penalty: 5086.195312
	Iteration 125Q: 3 clusters Score -2959572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -2959594.500000 Penalty: 5086.195312
	Iteration 126Q: 3 clusters Score -2959594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -2959608.750000 Penalty: 5086.195312
	Iteration 127Q: 3 clusters Score -2959609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -2959629.750000 Penalty: 5086.195312
	Iteration 128Q: 3 clusters Score -2959630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -2959638.000000 Penalty: 5086.195312
	Iteration 129Q: 3 clusters Score -2959638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -2959639.750000 Penalty: 5086.195312
	Iteration 130Q: 3 clusters Score -2959640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -2959657.750000 Penalty: 5086.195312
	Iteration 131Q: 3 clusters Score -2959658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -2959661.750000 Penalty: 5086.195312
	Iteration 132Q: 3 clusters Score -2959662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -2959672.000000 Penalty: 5086.195312
	Iteration 133Q: 3 clusters Score -2959672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -2959678.000000 Penalty: 5086.195312
	Iteration 134Q: 3 clusters Score -2959678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -2959680.250000 Penalty: 5086.195312
	Iteration 135Q: 3 clusters Score -2959680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -2959687.500000 Penalty: 5086.195312
	Iteration 136Q: 3 clusters Score -2959688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -2959694.500000 Penalty: 5086.195312
	Iteration 137Q: 3 clusters Score -2959694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -2959694.750000 Penalty: 5086.195312
	Iteration 138Q: 3 clusters Score -2959695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -2959696.500000 Penalty: 5086.195312
	Iteration 139Q: 3 clusters Score -2959696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -2959698.250000 Penalty: 5086.195312
	Iteration 140F: 3 clusters Score -2959698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -2959697.000000 Penalty: 5086.195312
	Iteration 141Q: 3 clusters Score -2959697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -2959695.250000 Penalty: 5086.195312
	Iteration 142Q: 3 clusters Score -2959695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -2959697.250000 Penalty: 5086.195312
	Iteration 143Q: 3 clusters Score -2959697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -2959698.250000 Penalty: 5086.195312
	Iteration 144Q: 3 clusters Score -2959698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -2959692.500000 Penalty: 5086.195312
	Iteration 145Q: 3 clusters Score -2959692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -2959692.500000 Penalty: 5086.195312
	Iteration 146F: 3 clusters Score -2959692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Entering Unmasked Estep 
Score: -3341041.500000 Penalty: 2555.260742
	Iteration 0F: 2 clusters Score -3341042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -3320512.250000 Penalty: 5110.521484
	Iteration 0F: 3 clusters Score -3320512 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3327812.250000 Penalty: 5110.521484
	Iteration 1F: 3 clusters Score -3327812 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3328335.750000 Penalty: 5110.521484
	Iteration 2Q: 3 clusters Score -3328336 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -3328968.500000 Penalty: 5110.521484
	Iteration 3Q: 3 clusters Score -3328968 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -3329736.250000 Penalty: 5110.521484
	Iteration 4F: 3 clusters Score -3329736 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -3330834.000000 Penalty: 5110.521484
	Iteration 5F: 3 clusters Score -3330834 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -3332240.750000 Penalty: 5110.521484
	Iteration 6F: 3 clusters Score -3332241 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -3333868.750000 Penalty: 5110.521484
	Iteration 7F: 3 clusters Score -3333869 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3335418.750000 Penalty: 5110.521484
	Iteration 8F: 3 clusters Score -3335419 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3336676.500000 Penalty: 5110.521484
	Iteration 9F: 3 clusters Score -3336676 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3337599.500000 Penalty: 5110.521484
	Iteration 10Q: 3 clusters Score -3337600 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3338224.750000 Penalty: 5110.521484
	Iteration 11Q: 3 clusters Score -3338225 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -3338675.250000 Penalty: 5110.521484
	Iteration 12Q: 3 clusters Score -3338675 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -3338930.000000 Penalty: 5110.521484
	Iteration 13Q: 3 clusters Score -3338930 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -3339125.750000 Penalty: 5110.521484
	Iteration 14Q: 3 clusters Score -3339126 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -3339215.750000 Penalty: 5110.521484
	Iteration 15Q: 3 clusters Score -3339216 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -3339282.250000 Penalty: 5110.521484
	Iteration 16Q: 3 clusters Score -3339282 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -3339320.250000 Penalty: 5110.521484
	Iteration 17Q: 3 clusters Score -3339320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -3339349.000000 Penalty: 5110.521484
	Iteration 18Q: 3 clusters Score -3339349 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3339378.500000 Penalty: 5110.521484
	Iteration 19Q: 3 clusters Score -3339378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -3339388.750000 Penalty: 5110.521484
	Iteration 20F: 3 clusters Score -3339389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -3339401.750000 Penalty: 5110.521484
	Iteration 21Q: 3 clusters Score -3339402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -3339409.250000 Penalty: 5110.521484
	Iteration 22Q: 3 clusters Score -3339409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -3339415.250000 Penalty: 5110.521484
	Iteration 23Q: 3 clusters Score -3339415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -3339418.750000 Penalty: 5110.521484
	Iteration 24Q: 3 clusters Score -3339419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -3339418.750000 Penalty: 5110.521484
	Iteration 25Q: 3 clusters Score -3339419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -3339423.000000 Penalty: 5110.521484
	Iteration 26Q: 3 clusters Score -3339423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -3339423.000000 Penalty: 5110.521484
	Iteration 27F: 3 clusters Score -3339423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Entering Unmasked Estep 
Score: -588219.625000 Penalty: 2166.489990
	Iteration 0F: 2 clusters Score -588219.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -583072.687500 Penalty: 4332.979980
	Iteration 0F: 3 clusters Score -583072.7 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -584595.125000 Penalty: 4332.979980
	Iteration 1F: 3 clusters Score -584595.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -584917.312500 Penalty: 4332.979980
	Iteration 2F: 3 clusters Score -584917.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -585145.062500 Penalty: 4332.979980
	Iteration 3F: 3 clusters Score -585145.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -585357.812500 Penalty: 4332.979980
	Iteration 4Q: 3 clusters Score -585357.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -585565.562500 Penalty: 4332.979980
	Iteration 5Q: 3 clusters Score -585565.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -585782.062500 Penalty: 4332.979980
	Iteration 6Q: 3 clusters Score -585782.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -585987.437500 Penalty: 4332.979980
	Iteration 7Q: 3 clusters Score -585987.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -586209.750000 Penalty: 4332.979980
	Iteration 8Q: 3 clusters Score -586209.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -586452.937500 Penalty: 4332.979980
	Iteration 9Q: 3 clusters Score -586452.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -586696.437500 Penalty: 4332.979980
	Iteration 10Q: 3 clusters Score -586696.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -586948.625000 Penalty: 4332.979980
	Iteration 11Q: 3 clusters Score -586948.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -587224.625000 Penalty: 4332.979980
	Iteration 12Q: 3 clusters Score -587224.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -587530.062500 Penalty: 4332.979980
	Iteration 13Q: 3 clusters Score -587530.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -587839.500000 Penalty: 4332.979980
	Iteration 14Q: 3 clusters Score -587839.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -588072.437500 Penalty: 4332.979980
	Iteration 15Q: 3 clusters Score -588072.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -588190.000000 Penalty: 4332.979980
	Iteration 16Q: 3 clusters Score -588190 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -588268.125000 Penalty: 4332.979980
	Iteration 17Q: 3 clusters Score -588268.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -588324.125000 Penalty: 4332.979980
	Iteration 18Q: 3 clusters Score -588324.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -588367.875000 Penalty: 4332.979980
	Iteration 19Q: 3 clusters Score -588367.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -588415.187500 Penalty: 4332.979980
	Iteration 20F: 3 clusters Score -588415.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -588453.875000 Penalty: 4332.979980
	Iteration 21Q: 3 clusters Score -588453.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -588490.750000 Penalty: 4332.979980
	Iteration 22Q: 3 clusters Score -588490.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -588530.625000 Penalty: 4332.979980
	Iteration 23Q: 3 clusters Score -588530.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -588573.312500 Penalty: 4332.979980
	Iteration 24Q: 3 clusters Score -588573.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -588610.562500 Penalty: 4332.979980
	Iteration 25Q: 3 clusters Score -588610.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -588634.500000 Penalty: 4332.979980
	Iteration 26Q: 3 clusters Score -588634.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -588651.562500 Penalty: 4332.979980
	Iteration 27Q: 3 clusters Score -588651.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -588665.937500 Penalty: 4332.979980
	Iteration 28Q: 3 clusters Score -588665.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -588673.250000 Penalty: 4332.979980
	Iteration 29Q: 3 clusters Score -588673.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -588680.250000 Penalty: 4332.979980
	Iteration 30Q: 3 clusters Score -588680.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -588681.500000 Penalty: 4332.979980
	Iteration 31Q: 3 clusters Score -588681.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -588683.875000 Penalty: 4332.979980
	Iteration 32Q: 3 clusters Score -588683.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -588684.375000 Penalty: 4332.979980
	Iteration 33Q: 3 clusters Score -588684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -588686.312500 Penalty: 4332.979980
	Iteration 34Q: 3 clusters Score -588686.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -588687.062500 Penalty: 4332.979980
	Iteration 35Q: 3 clusters Score -588687.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -588689.187500 Penalty: 4332.979980
	Iteration 36F: 3 clusters Score -588689.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -588690.750000 Penalty: 4332.979980
	Iteration 37Q: 3 clusters Score -588690.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -588691.812500 Penalty: 4332.979980
	Iteration 38Q: 3 clusters Score -588691.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -588693.500000 Penalty: 4332.979980
	Iteration 39Q: 3 clusters Score -588693.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -588695.125000 Penalty: 4332.979980
	Iteration 40F: 3 clusters Score -588695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -588697.187500 Penalty: 4332.979980
	Iteration 41Q: 3 clusters Score -588697.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -588700.187500 Penalty: 4332.979980
	Iteration 42Q: 3 clusters Score -588700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -588703.625000 Penalty: 4332.979980
	Iteration 43Q: 3 clusters Score -588703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -588702.437500 Penalty: 4332.979980
	Iteration 44Q: 3 clusters Score -588702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -588703.812500 Penalty: 4332.979980
	Iteration 45Q: 3 clusters Score -588703.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -588705.000000 Penalty: 4332.979980
	Iteration 46Q: 3 clusters Score -588705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -588705.000000 Penalty: 4332.979980
	Iteration 47F: 3 clusters Score -588705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 28408 members 
Mstep: Class 3 contains 29836 members 
Mstep: Class 4 contains 1810 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 6 contains 7502 members 
Mstep: Class 7 contains 87244 members 
Mstep: Class 10 contains 79965 members 
Mstep: Class 11 contains 44614 members 
Mstep: Class 13 contains 41161 members 
Mstep: Class 14 contains 127858 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 32569 members 
Mstep: Class 18 contains 323612 members 
Mstep: Class 19 contains 53291 members 
Mstep: Class 20 contains 21504 members 
Mstep: Class 22 contains 2148 members 
Entering Unmasked Estep 
Score: -97993608.000000 Penalty: 61207.128906
Splitting cluster 5 changes total score from -97994176.000000 to -97993608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (7502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Entering Unmasked Estep 
Score: -825433.312500 Penalty: 2212.885498
	Iteration 0F: 2 clusters Score -825433.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -819353.437500 Penalty: 4425.770996
	Iteration 0F: 3 clusters Score -819353.4 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -820904.000000 Penalty: 4425.770996
	Iteration 1F: 3 clusters Score -820904 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -821169.750000 Penalty: 4425.770996
	Iteration 2F: 3 clusters Score -821169.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -821368.062500 Penalty: 4425.770996
	Iteration 3F: 3 clusters Score -821368.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -821502.437500 Penalty: 4425.770996
	Iteration 4Q: 3 clusters Score -821502.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -821654.937500 Penalty: 4425.770996
	Iteration 5Q: 3 clusters Score -821654.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -821780.937500 Penalty: 4425.770996
	Iteration 6Q: 3 clusters Score -821780.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -821888.812500 Penalty: 4425.770996
	Iteration 7Q: 3 clusters Score -821888.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -822002.562500 Penalty: 4425.770996
	Iteration 8Q: 3 clusters Score -822002.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -822109.812500 Penalty: 4425.770996
	Iteration 9Q: 3 clusters Score -822109.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -822219.187500 Penalty: 4425.770996
	Iteration 10Q: 3 clusters Score -822219.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -822319.125000 Penalty: 4425.770996
	Iteration 11Q: 3 clusters Score -822319.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -822415.312500 Penalty: 4425.770996
	Iteration 12Q: 3 clusters Score -822415.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -822498.437500 Penalty: 4425.770996
	Iteration 13Q: 3 clusters Score -822498.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -822561.375000 Penalty: 4425.770996
	Iteration 14Q: 3 clusters Score -822561.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -822615.375000 Penalty: 4425.770996
	Iteration 15Q: 3 clusters Score -822615.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -822672.625000 Penalty: 4425.770996
	Iteration 16Q: 3 clusters Score -822672.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -822722.250000 Penalty: 4425.770996
	Iteration 17Q: 3 clusters Score -822722.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -822760.312500 Penalty: 4425.770996
	Iteration 18Q: 3 clusters Score -822760.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -822790.312500 Penalty: 4425.770996
	Iteration 19Q: 3 clusters Score -822790.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -822825.687500 Penalty: 4425.770996
	Iteration 20F: 3 clusters Score -822825.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -822849.937500 Penalty: 4425.770996
	Iteration 21Q: 3 clusters Score -822849.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -822876.000000 Penalty: 4425.770996
	Iteration 22Q: 3 clusters Score -822876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -822903.687500 Penalty: 4425.770996
	Iteration 23Q: 3 clusters Score -822903.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -822927.500000 Penalty: 4425.770996
	Iteration 24Q: 3 clusters Score -822927.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -822952.250000 Penalty: 4425.770996
	Iteration 25Q: 3 clusters Score -822952.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -822972.375000 Penalty: 4425.770996
	Iteration 26Q: 3 clusters Score -822972.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -822989.500000 Penalty: 4425.770996
	Iteration 27Q: 3 clusters Score -822989.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -823013.500000 Penalty: 4425.770996
	Iteration 28Q: 3 clusters Score -823013.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -823039.187500 Penalty: 4425.770996
	Iteration 29Q: 3 clusters Score -823039.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -823067.750000 Penalty: 4425.770996
	Iteration 30Q: 3 clusters Score -823067.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -823092.750000 Penalty: 4425.770996
	Iteration 31Q: 3 clusters Score -823092.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -823122.687500 Penalty: 4425.770996
	Iteration 32Q: 3 clusters Score -823122.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -823148.062500 Penalty: 4425.770996
	Iteration 33Q: 3 clusters Score -823148.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -823175.187500 Penalty: 4425.770996
	Iteration 34Q: 3 clusters Score -823175.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -823196.750000 Penalty: 4425.770996
	Iteration 35Q: 3 clusters Score -823196.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -823213.125000 Penalty: 4425.770996
	Iteration 36Q: 3 clusters Score -823213.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -823225.937500 Penalty: 4425.770996
	Iteration 37Q: 3 clusters Score -823225.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -823236.375000 Penalty: 4425.770996
	Iteration 38Q: 3 clusters Score -823236.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -823241.500000 Penalty: 4425.770996
	Iteration 39Q: 3 clusters Score -823241.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -823248.750000 Penalty: 4425.770996
	Iteration 40F: 3 clusters Score -823248.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -823254.437500 Penalty: 4425.770996
	Iteration 41Q: 3 clusters Score -823254.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -823259.187500 Penalty: 4425.770996
	Iteration 42Q: 3 clusters Score -823259.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -823261.875000 Penalty: 4425.770996
	Iteration 43Q: 3 clusters Score -823261.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -823266.625000 Penalty: 4425.770996
	Iteration 44Q: 3 clusters Score -823266.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -823269.750000 Penalty: 4425.770996
	Iteration 45Q: 3 clusters Score -823269.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -823269.187500 Penalty: 4425.770996
	Iteration 46Q: 3 clusters Score -823269.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -823273.312500 Penalty: 4425.770996
	Iteration 47Q: 3 clusters Score -823273.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -823275.937500 Penalty: 4425.770996
	Iteration 48Q: 3 clusters Score -823275.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -823283.187500 Penalty: 4425.770996
	Iteration 49Q: 3 clusters Score -823283.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -823285.875000 Penalty: 4425.770996
	Iteration 50Q: 3 clusters Score -823285.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -823288.500000 Penalty: 4425.770996
	Iteration 51Q: 3 clusters Score -823288.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -823288.875000 Penalty: 4425.770996
	Iteration 52Q: 3 clusters Score -823288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -823290.000000 Penalty: 4425.770996
	Iteration 53Q: 3 clusters Score -823290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -823290.125000 Penalty: 4425.770996
	Iteration 54Q: 3 clusters Score -823290.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -823291.562500 Penalty: 4425.770996
	Iteration 55Q: 3 clusters Score -823291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -823292.000000 Penalty: 4425.770996
	Iteration 56Q: 3 clusters Score -823292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -823294.312500 Penalty: 4425.770996
	Iteration 57Q: 3 clusters Score -823294.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -823293.000000 Penalty: 4425.770996
	Iteration 58Q: 3 clusters Score -823293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -823293.000000 Penalty: 4425.770996
	Iteration 59F: 3 clusters Score -823293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (87244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87244 members 
Entering Unmasked Estep 
Score: -9871005.000000 Penalty: 2821.363037
	Iteration 0F: 2 clusters Score -9871005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -9812665.000000 Penalty: 5642.726074
	Iteration 0F: 3 clusters Score -9812665 nChanged 41214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -9836362.000000 Penalty: 5642.726074
	Iteration 1F: 3 clusters Score -9836362 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -9837491.000000 Penalty: 5642.726074
	Iteration 2Q: 3 clusters Score -9837491 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -9839075.000000 Penalty: 5642.726074
	Iteration 3Q: 3 clusters Score -9839075 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -9841350.000000 Penalty: 5642.726074
	Iteration 4F: 3 clusters Score -9841350 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -9844586.000000 Penalty: 5642.726074
	Iteration 5F: 3 clusters Score -9844586 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -9849138.000000 Penalty: 5642.726074
	Iteration 6F: 3 clusters Score -9849138 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -9854416.000000 Penalty: 5642.726074
	Iteration 7F: 3 clusters Score -9854416 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 69903 members 
Entering Unmasked Estep 
Score: -9858967.000000 Penalty: 5642.726074
	Iteration 8F: 3 clusters Score -9858967 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
Score: -9862628.000000 Penalty: 5642.726074
	Iteration 9Q: 3 clusters Score -9862628 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -9864943.000000 Penalty: 5642.726074
	Iteration 10Q: 3 clusters Score -9864943 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 76912 members 
Entering Unmasked Estep 
Score: -9866197.000000 Penalty: 5642.726074
	Iteration 11Q: 3 clusters Score -9866197 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 78092 members 
Entering Unmasked Estep 
Score: -9866958.000000 Penalty: 5642.726074
	Iteration 12Q: 3 clusters Score -9866958 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 79064 members 
Entering Unmasked Estep 
Score: -9867443.000000 Penalty: 5642.726074
	Iteration 13Q: 3 clusters Score -9867443 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -9867806.000000 Penalty: 5642.726074
	Iteration 14Q: 3 clusters Score -9867806 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 80500 members 
Entering Unmasked Estep 
Score: -9868117.000000 Penalty: 5642.726074
	Iteration 15Q: 3 clusters Score -9868117 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 81092 members 
Entering Unmasked Estep 
Score: -9868368.000000 Penalty: 5642.726074
	Iteration 16Q: 3 clusters Score -9868368 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 81596 members 
Entering Unmasked Estep 
Score: -9868610.000000 Penalty: 5642.726074
	Iteration 17Q: 3 clusters Score -9868610 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 82027 members 
Entering Unmasked Estep 
Score: -9868808.000000 Penalty: 5642.726074
	Iteration 18Q: 3 clusters Score -9868808 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 82433 members 
Entering Unmasked Estep 
Score: -9868970.000000 Penalty: 5642.726074
	Iteration 19Q: 3 clusters Score -9868970 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 82797 members 
Entering Unmasked Estep 
Score: -9869127.000000 Penalty: 5642.726074
	Iteration 20F: 3 clusters Score -9869127 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 83105 members 
Entering Unmasked Estep 
Score: -9869235.000000 Penalty: 5642.726074
	Iteration 21Q: 3 clusters Score -9869235 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -9869328.000000 Penalty: 5642.726074
	Iteration 22Q: 3 clusters Score -9869328 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 83572 members 
Entering Unmasked Estep 
Score: -9869400.000000 Penalty: 5642.726074
	Iteration 23Q: 3 clusters Score -9869400 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 83737 members 
Entering Unmasked Estep 
Score: -9869411.000000 Penalty: 5642.726074
	Iteration 24Q: 3 clusters Score -9869411 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 83885 members 
Entering Unmasked Estep 
Score: -9869425.000000 Penalty: 5642.726074
	Iteration 25Q: 3 clusters Score -9869425 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 84013 members 
Entering Unmasked Estep 
Score: -9869477.000000 Penalty: 5642.726074
	Iteration 26Q: 3 clusters Score -9869477 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 84141 members 
Entering Unmasked Estep 
Score: -9869495.000000 Penalty: 5642.726074
	Iteration 27Q: 3 clusters Score -9869495 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 84249 members 
Entering Unmasked Estep 
Score: -9869546.000000 Penalty: 5642.726074
	Iteration 28Q: 3 clusters Score -9869546 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 84352 members 
Entering Unmasked Estep 
Score: -9869561.000000 Penalty: 5642.726074
	Iteration 29Q: 3 clusters Score -9869561 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 84434 members 
Entering Unmasked Estep 
Score: -9869563.000000 Penalty: 5642.726074
	Iteration 30Q: 3 clusters Score -9869563 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 84502 members 
Entering Unmasked Estep 
Score: -9869600.000000 Penalty: 5642.726074
	Iteration 31Q: 3 clusters Score -9869600 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 84568 members 
Entering Unmasked Estep 
Score: -9869622.000000 Penalty: 5642.726074
	Iteration 32Q: 3 clusters Score -9869622 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 84629 members 
Entering Unmasked Estep 
Score: -9869654.000000 Penalty: 5642.726074
	Iteration 33Q: 3 clusters Score -9869654 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 84671 members 
Entering Unmasked Estep 
Score: -9869678.000000 Penalty: 5642.726074
	Iteration 34Q: 3 clusters Score -9869678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 84717 members 
Entering Unmasked Estep 
Score: -9869672.000000 Penalty: 5642.726074
	Iteration 35Q: 3 clusters Score -9869672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 84762 members 
Entering Unmasked Estep 
Score: -9869688.000000 Penalty: 5642.726074
	Iteration 36Q: 3 clusters Score -9869688 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 84804 members 
Entering Unmasked Estep 
Score: -9869692.000000 Penalty: 5642.726074
	Iteration 37Q: 3 clusters Score -9869692 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 84849 members 
Entering Unmasked Estep 
Score: -9869704.000000 Penalty: 5642.726074
	Iteration 38Q: 3 clusters Score -9869704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 84881 members 
Entering Unmasked Estep 
Score: -9869731.000000 Penalty: 5642.726074
	Iteration 39Q: 3 clusters Score -9869731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 84914 members 
Entering Unmasked Estep 
Score: -9869723.000000 Penalty: 5642.726074
	Iteration 40F: 3 clusters Score -9869723 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 84941 members 
Entering Unmasked Estep 
Score: -9869724.000000 Penalty: 5642.726074
	Iteration 41Q: 3 clusters Score -9869724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 84957 members 
Entering Unmasked Estep 
Score: -9869725.000000 Penalty: 5642.726074
	Iteration 42Q: 3 clusters Score -9869725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 84971 members 
Entering Unmasked Estep 
Score: -9869729.000000 Penalty: 5642.726074
	Iteration 43Q: 3 clusters Score -9869729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 84981 members 
Entering Unmasked Estep 
Score: -9869737.000000 Penalty: 5642.726074
	Iteration 44Q: 3 clusters Score -9869737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 84992 members 
Entering Unmasked Estep 
Score: -9869737.000000 Penalty: 5642.726074
	Iteration 45Q: 3 clusters Score -9869737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 85001 members 
Entering Unmasked Estep 
Score: -9869737.000000 Penalty: 5642.726074
	Iteration 46Q: 3 clusters Score -9869737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 85013 members 
Entering Unmasked Estep 
Score: -9869745.000000 Penalty: 5642.726074
	Iteration 47Q: 3 clusters Score -9869745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 85024 members 
Entering Unmasked Estep 
Score: -9869734.000000 Penalty: 5642.726074
	Iteration 48Q: 3 clusters Score -9869734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 85031 members 
Entering Unmasked Estep 
Score: -9869741.000000 Penalty: 5642.726074
	Iteration 49Q: 3 clusters Score -9869741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 85034 members 
Entering Unmasked Estep 
Score: -9869735.000000 Penalty: 5642.726074
	Iteration 50Q: 3 clusters Score -9869735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 85038 members 
Entering Unmasked Estep 
Score: -9869742.000000 Penalty: 5642.726074
	Iteration 51Q: 3 clusters Score -9869742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 85044 members 
Entering Unmasked Estep 
Score: -9869739.000000 Penalty: 5642.726074
	Iteration 52Q: 3 clusters Score -9869739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 85048 members 
Entering Unmasked Estep 
Score: -9869736.000000 Penalty: 5642.726074
	Iteration 53Q: 3 clusters Score -9869736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 85050 members 
Entering Unmasked Estep 
Score: -9869732.000000 Penalty: 5642.726074
	Iteration 54Q: 3 clusters Score -9869732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -9869733.000000 Penalty: 5642.726074
	Iteration 55Q: 3 clusters Score -9869733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 85059 members 
Entering Unmasked Estep 
Score: -9869735.000000 Penalty: 5642.726074
	Iteration 56Q: 3 clusters Score -9869735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 85064 members 
Entering Unmasked Estep 
Score: -9869744.000000 Penalty: 5642.726074
	Iteration 57Q: 3 clusters Score -9869744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
Score: -9869739.000000 Penalty: 5642.726074
	Iteration 58Q: 3 clusters Score -9869739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -9869740.000000 Penalty: 5642.726074
	Iteration 59Q: 3 clusters Score -9869740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 85077 members 
Entering Unmasked Estep 
Score: -9869753.000000 Penalty: 5642.726074
	Iteration 60F: 3 clusters Score -9869753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -9869749.000000 Penalty: 5642.726074
	Iteration 61Q: 3 clusters Score -9869749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -9869756.000000 Penalty: 5642.726074
	Iteration 62Q: 3 clusters Score -9869756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -9869752.000000 Penalty: 5642.726074
	Iteration 63Q: 3 clusters Score -9869752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -9869752.000000 Penalty: 5642.726074
	Iteration 64F: 3 clusters Score -9869752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (79965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79965 members 
Entering Unmasked Estep 
Score: -9082919.000000 Penalty: 2799.757568
	Iteration 0F: 2 clusters Score -9082919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -9029211.000000 Penalty: 5599.515137
	Iteration 0F: 3 clusters Score -9029211 nChanged 37587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -9050576.000000 Penalty: 5599.515137
	Iteration 1F: 3 clusters Score -9050576 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -9051369.000000 Penalty: 5599.515137
	Iteration 2Q: 3 clusters Score -9051369 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -9052599.000000 Penalty: 5599.515137
	Iteration 3Q: 3 clusters Score -9052599 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -9054694.000000 Penalty: 5599.515137
	Iteration 4F: 3 clusters Score -9054694 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -9058833.000000 Penalty: 5599.515137
	Iteration 5F: 3 clusters Score -9058833 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60975 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -9065172.000000 Penalty: 5599.515137
	Iteration 6F: 3 clusters Score -9065172 nChanged 7195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67458 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -9072532.000000 Penalty: 5599.515137
	Iteration 7F: 3 clusters Score -9072532 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -9077696.000000 Penalty: 5599.515137
	Iteration 8F: 3 clusters Score -9077696 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74525 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -9080018.000000 Penalty: 5599.515137
	Iteration 9Q: 3 clusters Score -9080018 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75837 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -9080928.000000 Penalty: 5599.515137
	Iteration 10Q: 3 clusters Score -9080928 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76639 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -9081257.000000 Penalty: 5599.515137
	Iteration 11Q: 3 clusters Score -9081257 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77152 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -9081459.000000 Penalty: 5599.515137
	Iteration 12Q: 3 clusters Score -9081459 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77490 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -9081606.000000 Penalty: 5599.515137
	Iteration 13Q: 3 clusters Score -9081606 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77717 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -9081663.000000 Penalty: 5599.515137
	Iteration 14Q: 3 clusters Score -9081663 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -9081698.000000 Penalty: 5599.515137
	Iteration 15Q: 3 clusters Score -9081698 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77963 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9081740.000000 Penalty: 5599.515137
	Iteration 16Q: 3 clusters Score -9081740 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78029 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9081738.000000 Penalty: 5599.515137
	Iteration 17Q: 3 clusters Score -9081738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9081733.000000 Penalty: 5599.515137
	Iteration 18Q: 3 clusters Score -9081733 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78117 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9081745.000000 Penalty: 5599.515137
	Iteration 19Q: 3 clusters Score -9081745 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78154 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9081752.000000 Penalty: 5599.515137
	Iteration 20F: 3 clusters Score -9081752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78182 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -9081740.000000 Penalty: 5599.515137
	Iteration 21Q: 3 clusters Score -9081740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9081751.000000 Penalty: 5599.515137
	Iteration 22Q: 3 clusters Score -9081751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78213 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -9081759.000000 Penalty: 5599.515137
	Iteration 23Q: 3 clusters Score -9081759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78230 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9081775.000000 Penalty: 5599.515137
	Iteration 24Q: 3 clusters Score -9081775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78244 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9081782.000000 Penalty: 5599.515137
	Iteration 25Q: 3 clusters Score -9081782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78256 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -9081786.000000 Penalty: 5599.515137
	Iteration 26Q: 3 clusters Score -9081786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78265 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9081799.000000 Penalty: 5599.515137
	Iteration 27Q: 3 clusters Score -9081799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78271 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9081787.000000 Penalty: 5599.515137
	Iteration 28Q: 3 clusters Score -9081787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78276 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9081782.000000 Penalty: 5599.515137
	Iteration 29Q: 3 clusters Score -9081782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78281 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -9081778.000000 Penalty: 5599.515137
	Iteration 30Q: 3 clusters Score -9081778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9081780.000000 Penalty: 5599.515137
	Iteration 31Q: 3 clusters Score -9081780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9081774.000000 Penalty: 5599.515137
	Iteration 32Q: 3 clusters Score -9081774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9081787.000000 Penalty: 5599.515137
	Iteration 33Q: 3 clusters Score -9081787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78297 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -9081787.000000 Penalty: 5599.515137
	Iteration 34Q: 3 clusters Score -9081787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78298 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9081783.000000 Penalty: 5599.515137
	Iteration 35Q: 3 clusters Score -9081783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78299 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9081790.000000 Penalty: 5599.515137
	Iteration 36Q: 3 clusters Score -9081790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78301 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9081787.000000 Penalty: 5599.515137
	Iteration 37Q: 3 clusters Score -9081787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78302 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9081789.000000 Penalty: 5599.515137
	Iteration 38Q: 3 clusters Score -9081789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78303 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -9081791.000000 Penalty: 5599.515137
	Iteration 39Q: 3 clusters Score -9081791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78303 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -9081791.000000 Penalty: 5599.515137
	Iteration 40F: 3 clusters Score -9081791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Entering Unmasked Estep 
Score: -4801790.000000 Penalty: 2655.039062
	Iteration 0F: 2 clusters Score -4801790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -4771675.500000 Penalty: 5310.078125
	Iteration 0F: 3 clusters Score -4771676 nChanged 20529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -4783472.500000 Penalty: 5310.078125
	Iteration 1F: 3 clusters Score -4783472 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -4785092.500000 Penalty: 5310.078125
	Iteration 2F: 3 clusters Score -4785092 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -4787455.500000 Penalty: 5310.078125
	Iteration 3F: 3 clusters Score -4787456 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -4790532.000000 Penalty: 5310.078125
	Iteration 4F: 3 clusters Score -4790532 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -4793893.500000 Penalty: 5310.078125
	Iteration 5F: 3 clusters Score -4793894 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -4796519.500000 Penalty: 5310.078125
	Iteration 6F: 3 clusters Score -4796520 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -4798089.000000 Penalty: 5310.078125
	Iteration 7F: 3 clusters Score -4798089 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -4798875.000000 Penalty: 5310.078125
	Iteration 8Q: 3 clusters Score -4798875 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -4799226.500000 Penalty: 5310.078125
	Iteration 9Q: 3 clusters Score -4799226 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4799471.000000 Penalty: 5310.078125
	Iteration 10Q: 3 clusters Score -4799471 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -4799626.000000 Penalty: 5310.078125
	Iteration 11Q: 3 clusters Score -4799626 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -4799823.500000 Penalty: 5310.078125
	Iteration 12Q: 3 clusters Score -4799824 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -4799962.500000 Penalty: 5310.078125
	Iteration 13Q: 3 clusters Score -4799962 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -4800134.000000 Penalty: 5310.078125
	Iteration 14Q: 3 clusters Score -4800134 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -4800287.000000 Penalty: 5310.078125
	Iteration 15Q: 3 clusters Score -4800287 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -4800459.000000 Penalty: 5310.078125
	Iteration 16Q: 3 clusters Score -4800459 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -4800622.000000 Penalty: 5310.078125
	Iteration 17Q: 3 clusters Score -4800622 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -4800797.500000 Penalty: 5310.078125
	Iteration 18Q: 3 clusters Score -4800798 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -4800957.000000 Penalty: 5310.078125
	Iteration 19Q: 3 clusters Score -4800957 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -4801062.500000 Penalty: 5310.078125
	Iteration 20F: 3 clusters Score -4801062 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -4801221.500000 Penalty: 5310.078125
	Iteration 21Q: 3 clusters Score -4801222 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -4801383.000000 Penalty: 5310.078125
	Iteration 22Q: 3 clusters Score -4801383 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -4801582.000000 Penalty: 5310.078125
	Iteration 23Q: 3 clusters Score -4801582 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -4801762.000000 Penalty: 5310.078125
	Iteration 24Q: 3 clusters Score -4801762 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -4802048.500000 Penalty: 5310.078125
	Iteration 25Q: 3 clusters Score -4802048 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -4802395.500000 Penalty: 5310.078125
	Iteration 26Q: 3 clusters Score -4802396 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4802616.000000 Penalty: 5310.078125
	Iteration 27Q: 3 clusters Score -4802616 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4802765.000000 Penalty: 5310.078125
	Iteration 28Q: 3 clusters Score -4802765 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4802834.500000 Penalty: 5310.078125
	Iteration 29Q: 3 clusters Score -4802834 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -4802879.500000 Penalty: 5310.078125
	Iteration 30Q: 3 clusters Score -4802880 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4802903.000000 Penalty: 5310.078125
	Iteration 31Q: 3 clusters Score -4802903 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -4802924.500000 Penalty: 5310.078125
	Iteration 32Q: 3 clusters Score -4802924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4802948.500000 Penalty: 5310.078125
	Iteration 33Q: 3 clusters Score -4802948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4802959.000000 Penalty: 5310.078125
	Iteration 34Q: 3 clusters Score -4802959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4802962.000000 Penalty: 5310.078125
	Iteration 35Q: 3 clusters Score -4802962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4802971.500000 Penalty: 5310.078125
	Iteration 36Q: 3 clusters Score -4802972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4802976.000000 Penalty: 5310.078125
	Iteration 37Q: 3 clusters Score -4802976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -4802976.500000 Penalty: 5310.078125
	Iteration 38Q: 3 clusters Score -4802976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -4802984.500000 Penalty: 5310.078125
	Iteration 39Q: 3 clusters Score -4802984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -4802978.000000 Penalty: 5310.078125
	Iteration 40F: 3 clusters Score -4802978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4802980.500000 Penalty: 5310.078125
	Iteration 41Q: 3 clusters Score -4802980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4802973.000000 Penalty: 5310.078125
	Iteration 42Q: 3 clusters Score -4802973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4802973.500000 Penalty: 5310.078125
	Iteration 43Q: 3 clusters Score -4802974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -4802977.500000 Penalty: 5310.078125
	Iteration 44Q: 3 clusters Score -4802978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4802973.500000 Penalty: 5310.078125
	Iteration 45Q: 3 clusters Score -4802974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4802972.000000 Penalty: 5310.078125
	Iteration 46Q: 3 clusters Score -4802972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4802973.000000 Penalty: 5310.078125
	Iteration 47Q: 3 clusters Score -4802973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -4802973.000000 Penalty: 5310.078125
	Iteration 48F: 3 clusters Score -4802973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 28408 members 
Mstep: Class 3 contains 29836 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 6222 members 
Mstep: Class 6 contains 7502 members 
Mstep: Class 7 contains 87244 members 
Mstep: Class 10 contains 79965 members 
Mstep: Class 11 contains 42264 members 
Mstep: Class 13 contains 41161 members 
Mstep: Class 14 contains 127858 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 32569 members 
Mstep: Class 18 contains 323612 members 
Mstep: Class 19 contains 53291 members 
Mstep: Class 20 contains 21504 members 
Mstep: Class 22 contains 2148 members 
Entering Unmasked Estep 
Score: -97995520.000000 Penalty: 61207.128906
Splitting cluster 11 changes total score from -97994176.000000 to -97995520.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 13 (41161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Entering Unmasked Estep 
Score: -4634012.000000 Penalty: 2635.061035
	Iteration 0F: 2 clusters Score -4634012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -4606085.500000 Penalty: 5270.122070
	Iteration 0F: 3 clusters Score -4606086 nChanged 18826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -4616359.000000 Penalty: 5270.122070
	Iteration 1F: 3 clusters Score -4616359 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -4616824.000000 Penalty: 5270.122070
	Iteration 2Q: 3 clusters Score -4616824 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -4617413.000000 Penalty: 5270.122070
	Iteration 3Q: 3 clusters Score -4617413 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -4618111.500000 Penalty: 5270.122070
	Iteration 4Q: 3 clusters Score -4618112 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -4619054.000000 Penalty: 5270.122070
	Iteration 5Q: 3 clusters Score -4619054 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -4620550.500000 Penalty: 5270.122070
	Iteration 6F: 3 clusters Score -4620550 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -4622675.500000 Penalty: 5270.122070
	Iteration 7F: 3 clusters Score -4622676 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4625226.500000 Penalty: 5270.122070
	Iteration 8F: 3 clusters Score -4625226 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -4627778.500000 Penalty: 5270.122070
	Iteration 9F: 3 clusters Score -4627778 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -4629593.500000 Penalty: 5270.122070
	Iteration 10Q: 3 clusters Score -4629594 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -4630661.000000 Penalty: 5270.122070
	Iteration 11Q: 3 clusters Score -4630661 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -4631165.500000 Penalty: 5270.122070
	Iteration 12Q: 3 clusters Score -4631166 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -4631432.000000 Penalty: 5270.122070
	Iteration 13Q: 3 clusters Score -4631432 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -4631542.000000 Penalty: 5270.122070
	Iteration 14Q: 3 clusters Score -4631542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -4631624.000000 Penalty: 5270.122070
	Iteration 15Q: 3 clusters Score -4631624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -4631663.500000 Penalty: 5270.122070
	Iteration 16Q: 3 clusters Score -4631664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -4631693.000000 Penalty: 5270.122070
	Iteration 17Q: 3 clusters Score -4631693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -4631705.000000 Penalty: 5270.122070
	Iteration 18Q: 3 clusters Score -4631705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -4631725.000000 Penalty: 5270.122070
	Iteration 19Q: 3 clusters Score -4631725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -4631738.500000 Penalty: 5270.122070
	Iteration 20F: 3 clusters Score -4631738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -4631741.500000 Penalty: 5270.122070
	Iteration 21Q: 3 clusters Score -4631742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -4631745.000000 Penalty: 5270.122070
	Iteration 22Q: 3 clusters Score -4631745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -4631745.000000 Penalty: 5270.122070
	Iteration 23Q: 3 clusters Score -4631745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -4631758.000000 Penalty: 5270.122070
	Iteration 24Q: 3 clusters Score -4631758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -4631762.500000 Penalty: 5270.122070
	Iteration 25Q: 3 clusters Score -4631762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -4631765.500000 Penalty: 5270.122070
	Iteration 26Q: 3 clusters Score -4631766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -4631768.500000 Penalty: 5270.122070
	Iteration 27Q: 3 clusters Score -4631768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -4631771.500000 Penalty: 5270.122070
	Iteration 28Q: 3 clusters Score -4631772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -4631770.000000 Penalty: 5270.122070
	Iteration 29Q: 3 clusters Score -4631770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -4631770.000000 Penalty: 5270.122070
	Iteration 30F: 3 clusters Score -4631770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (127858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127858 members 
Entering Unmasked Estep 
Score: -14251135.000000 Penalty: 2916.151611
	Iteration 0F: 2 clusters Score -1.425114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -14166008.000000 Penalty: 5832.303223
	Iteration 0F: 3 clusters Score -1.416601e+07 nChanged 60666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 65566 members 
Entering Unmasked Estep 
Score: -14201100.000000 Penalty: 5832.303223
	Iteration 1F: 3 clusters Score -1.42011e+07 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -14202066.000000 Penalty: 5832.303223
	Iteration 2Q: 3 clusters Score -1.420207e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 67424 members 
Entering Unmasked Estep 
Score: -14203170.000000 Penalty: 5832.303223
	Iteration 3Q: 3 clusters Score -1.420317e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 69078 members 
Entering Unmasked Estep 
Score: -14204616.000000 Penalty: 5832.303223
	Iteration 4Q: 3 clusters Score -1.420462e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56473 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -14206849.000000 Penalty: 5832.303223
	Iteration 5Q: 3 clusters Score -1.420685e+07 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 74504 members 
Entering Unmasked Estep 
Score: -14210013.000000 Penalty: 5832.303223
	Iteration 6Q: 3 clusters Score -1.421001e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 78475 members 
Entering Unmasked Estep 
Score: -14214307.000000 Penalty: 5832.303223
	Iteration 7F: 3 clusters Score -1.421431e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 83167 members 
Entering Unmasked Estep 
Score: -14219460.000000 Penalty: 5832.303223
	Iteration 8F: 3 clusters Score -1.421946e+07 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 87965 members 
Entering Unmasked Estep 
Score: -14224910.000000 Penalty: 5832.303223
	Iteration 9F: 3 clusters Score -1.422491e+07 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 92401 members 
Entering Unmasked Estep 
Score: -14229369.000000 Penalty: 5832.303223
	Iteration 10F: 3 clusters Score -1.422937e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 96036 members 
Entering Unmasked Estep 
Score: -14232379.000000 Penalty: 5832.303223
	Iteration 11Q: 3 clusters Score -1.423238e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 99198 members 
Entering Unmasked Estep 
Score: -14234358.000000 Penalty: 5832.303223
	Iteration 12Q: 3 clusters Score -1.423436e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 101970 members 
Entering Unmasked Estep 
Score: -14235877.000000 Penalty: 5832.303223
	Iteration 13Q: 3 clusters Score -1.423588e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 104683 members 
Entering Unmasked Estep 
Score: -14237419.000000 Penalty: 5832.303223
	Iteration 14Q: 3 clusters Score -1.423742e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 107323 members 
Entering Unmasked Estep 
Score: -14238966.000000 Penalty: 5832.303223
	Iteration 15Q: 3 clusters Score -1.423897e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 109808 members 
Entering Unmasked Estep 
Score: -14240359.000000 Penalty: 5832.303223
	Iteration 16Q: 3 clusters Score -1.424036e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 112112 members 
Entering Unmasked Estep 
Score: -14241647.000000 Penalty: 5832.303223
	Iteration 17Q: 3 clusters Score -1.424165e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 114207 members 
Entering Unmasked Estep 
Score: -14242909.000000 Penalty: 5832.303223
	Iteration 18Q: 3 clusters Score -1.424291e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 116114 members 
Entering Unmasked Estep 
Score: -14244130.000000 Penalty: 5832.303223
	Iteration 19Q: 3 clusters Score -1.424413e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 117753 members 
Entering Unmasked Estep 
Score: -14245037.000000 Penalty: 5832.303223
	Iteration 20F: 3 clusters Score -1.424504e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 119160 members 
Entering Unmasked Estep 
Score: -14245754.000000 Penalty: 5832.303223
	Iteration 21Q: 3 clusters Score -1.424575e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 120338 members 
Entering Unmasked Estep 
Score: -14246369.000000 Penalty: 5832.303223
	Iteration 22Q: 3 clusters Score -1.424637e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 121330 members 
Entering Unmasked Estep 
Score: -14246880.000000 Penalty: 5832.303223
	Iteration 23Q: 3 clusters Score -1.424688e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 122171 members 
Entering Unmasked Estep 
Score: -14247340.000000 Penalty: 5832.303223
	Iteration 24Q: 3 clusters Score -1.424734e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 122850 members 
Entering Unmasked Estep 
Score: -14247594.000000 Penalty: 5832.303223
	Iteration 25Q: 3 clusters Score -1.424759e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 123388 members 
Entering Unmasked Estep 
Score: -14247884.000000 Penalty: 5832.303223
	Iteration 26Q: 3 clusters Score -1.424788e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 123843 members 
Entering Unmasked Estep 
Score: -14248045.000000 Penalty: 5832.303223
	Iteration 27Q: 3 clusters Score -1.424804e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 124196 members 
Entering Unmasked Estep 
Score: -14248194.000000 Penalty: 5832.303223
	Iteration 28Q: 3 clusters Score -1.424819e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 124502 members 
Entering Unmasked Estep 
Score: -14248326.000000 Penalty: 5832.303223
	Iteration 29Q: 3 clusters Score -1.424833e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 124766 members 
Entering Unmasked Estep 
Score: -14248450.000000 Penalty: 5832.303223
	Iteration 30Q: 3 clusters Score -1.424845e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 124973 members 
Entering Unmasked Estep 
Score: -14248550.000000 Penalty: 5832.303223
	Iteration 31Q: 3 clusters Score -1.424855e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 125133 members 
Entering Unmasked Estep 
Score: -14248596.000000 Penalty: 5832.303223
	Iteration 32Q: 3 clusters Score -1.42486e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 125262 members 
Entering Unmasked Estep 
Score: -14248646.000000 Penalty: 5832.303223
	Iteration 33Q: 3 clusters Score -1.424865e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 125362 members 
Entering Unmasked Estep 
Score: -14248705.000000 Penalty: 5832.303223
	Iteration 34Q: 3 clusters Score -1.42487e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 125430 members 
Entering Unmasked Estep 
Score: -14248734.000000 Penalty: 5832.303223
	Iteration 35Q: 3 clusters Score -1.424873e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 125484 members 
Entering Unmasked Estep 
Score: -14248750.000000 Penalty: 5832.303223
	Iteration 36Q: 3 clusters Score -1.424875e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 125534 members 
Entering Unmasked Estep 
Score: -14248789.000000 Penalty: 5832.303223
	Iteration 37Q: 3 clusters Score -1.424879e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 125587 members 
Entering Unmasked Estep 
Score: -14248783.000000 Penalty: 5832.303223
	Iteration 38Q: 3 clusters Score -1.424878e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -14248798.000000 Penalty: 5832.303223
	Iteration 39Q: 3 clusters Score -1.42488e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 125659 members 
Entering Unmasked Estep 
Score: -14248805.000000 Penalty: 5832.303223
	Iteration 40F: 3 clusters Score -1.42488e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 125675 members 
Entering Unmasked Estep 
Score: -14248819.000000 Penalty: 5832.303223
	Iteration 41Q: 3 clusters Score -1.424882e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 125701 members 
Entering Unmasked Estep 
Score: -14248826.000000 Penalty: 5832.303223
	Iteration 42Q: 3 clusters Score -1.424883e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 125730 members 
Entering Unmasked Estep 
Score: -14248821.000000 Penalty: 5832.303223
	Iteration 43Q: 3 clusters Score -1.424882e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 125758 members 
Entering Unmasked Estep 
Score: -14248862.000000 Penalty: 5832.303223
	Iteration 44Q: 3 clusters Score -1.424886e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 125780 members 
Entering Unmasked Estep 
Score: -14248870.000000 Penalty: 5832.303223
	Iteration 45Q: 3 clusters Score -1.424887e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 125795 members 
Entering Unmasked Estep 
Score: -14248858.000000 Penalty: 5832.303223
	Iteration 46Q: 3 clusters Score -1.424886e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 125807 members 
Entering Unmasked Estep 
Score: -14248861.000000 Penalty: 5832.303223
	Iteration 47Q: 3 clusters Score -1.424886e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 125819 members 
Entering Unmasked Estep 
Score: -14248871.000000 Penalty: 5832.303223
	Iteration 48Q: 3 clusters Score -1.424887e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 125826 members 
Entering Unmasked Estep 
Score: -14248875.000000 Penalty: 5832.303223
	Iteration 49Q: 3 clusters Score -1.424888e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 125829 members 
Entering Unmasked Estep 
Score: -14248897.000000 Penalty: 5832.303223
	Iteration 50Q: 3 clusters Score -1.42489e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 125831 members 
Entering Unmasked Estep 
Score: -14248908.000000 Penalty: 5832.303223
	Iteration 51Q: 3 clusters Score -1.424891e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 125836 members 
Entering Unmasked Estep 
Score: -14248894.000000 Penalty: 5832.303223
	Iteration 52Q: 3 clusters Score -1.424889e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 125842 members 
Entering Unmasked Estep 
Score: -14248905.000000 Penalty: 5832.303223
	Iteration 53Q: 3 clusters Score -1.42489e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 125859 members 
Entering Unmasked Estep 
Score: -14248912.000000 Penalty: 5832.303223
	Iteration 54Q: 3 clusters Score -1.424891e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 125877 members 
Entering Unmasked Estep 
Score: -14248918.000000 Penalty: 5832.303223
	Iteration 55Q: 3 clusters Score -1.424892e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 125898 members 
Entering Unmasked Estep 
Score: -14248925.000000 Penalty: 5832.303223
	Iteration 56Q: 3 clusters Score -1.424892e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 125909 members 
Entering Unmasked Estep 
Score: -14248927.000000 Penalty: 5832.303223
	Iteration 57Q: 3 clusters Score -1.424893e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 125923 members 
Entering Unmasked Estep 
Score: -14248951.000000 Penalty: 5832.303223
	Iteration 58Q: 3 clusters Score -1.424895e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 125944 members 
Entering Unmasked Estep 
Score: -14248959.000000 Penalty: 5832.303223
	Iteration 59Q: 3 clusters Score -1.424896e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -14248962.000000 Penalty: 5832.303223
	Iteration 60F: 3 clusters Score -1.424896e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 125988 members 
Entering Unmasked Estep 
Score: -14248964.000000 Penalty: 5832.303223
	Iteration 61Q: 3 clusters Score -1.424896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 125993 members 
Entering Unmasked Estep 
Score: -14248964.000000 Penalty: 5832.303223
	Iteration 62Q: 3 clusters Score -1.424896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 125995 members 
Entering Unmasked Estep 
Score: -14248973.000000 Penalty: 5832.303223
	Iteration 63Q: 3 clusters Score -1.424897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 125997 members 
Entering Unmasked Estep 
Score: -14248971.000000 Penalty: 5832.303223
	Iteration 64Q: 3 clusters Score -1.424897e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 126000 members 
Entering Unmasked Estep 
Score: -14248972.000000 Penalty: 5832.303223
	Iteration 65Q: 3 clusters Score -1.424897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 126010 members 
Entering Unmasked Estep 
Score: -14248975.000000 Penalty: 5832.303223
	Iteration 66Q: 3 clusters Score -1.424898e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 126013 members 
Entering Unmasked Estep 
Score: -14248982.000000 Penalty: 5832.303223
	Iteration 67Q: 3 clusters Score -1.424898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 126015 members 
Entering Unmasked Estep 
Score: -14248978.000000 Penalty: 5832.303223
	Iteration 68Q: 3 clusters Score -1.424898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 126020 members 
Entering Unmasked Estep 
Score: -14248982.000000 Penalty: 5832.303223
	Iteration 69Q: 3 clusters Score -1.424898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 126020 members 
Entering Unmasked Estep 
Score: -14248981.000000 Penalty: 5832.303223
	Iteration 70Q: 3 clusters Score -1.424898e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 126022 members 
Entering Unmasked Estep 
Score: -14248977.000000 Penalty: 5832.303223
	Iteration 71Q: 3 clusters Score -1.424898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 126024 members 
Entering Unmasked Estep 
Score: -14248978.000000 Penalty: 5832.303223
	Iteration 72Q: 3 clusters Score -1.424898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 126025 members 
Entering Unmasked Estep 
Score: -14248985.000000 Penalty: 5832.303223
	Iteration 73Q: 3 clusters Score -1.424898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 126027 members 
Entering Unmasked Estep 
Score: -14248986.000000 Penalty: 5832.303223
	Iteration 74Q: 3 clusters Score -1.424899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 126032 members 
Entering Unmasked Estep 
Score: -14248988.000000 Penalty: 5832.303223
	Iteration 75Q: 3 clusters Score -1.424899e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 126036 members 
Entering Unmasked Estep 
Score: -14248992.000000 Penalty: 5832.303223
	Iteration 76Q: 3 clusters Score -1.424899e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 126037 members 
Entering Unmasked Estep 
Score: -14248997.000000 Penalty: 5832.303223
	Iteration 77Q: 3 clusters Score -1.4249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 126039 members 
Entering Unmasked Estep 
Score: -14248995.000000 Penalty: 5832.303223
	Iteration 78Q: 3 clusters Score -1.4249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 126044 members 
Entering Unmasked Estep 
Score: -14248988.000000 Penalty: 5832.303223
	Iteration 79Q: 3 clusters Score -1.424899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 126044 members 
Entering Unmasked Estep 
Score: -14248979.000000 Penalty: 5832.303223
	Iteration 80F: 3 clusters Score -1.424898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 126045 members 
Entering Unmasked Estep 
Score: -14248985.000000 Penalty: 5832.303223
	Iteration 81Q: 3 clusters Score -1.424898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 126047 members 
Entering Unmasked Estep 
Score: -14248983.000000 Penalty: 5832.303223
	Iteration 82Q: 3 clusters Score -1.424898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -14248982.000000 Penalty: 5832.303223
	Iteration 83Q: 3 clusters Score -1.424898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -14248989.000000 Penalty: 5832.303223
	Iteration 84Q: 3 clusters Score -1.424899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 126049 members 
Entering Unmasked Estep 
Score: -14248975.000000 Penalty: 5832.303223
	Iteration 85Q: 3 clusters Score -1.424898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 126054 members 
Entering Unmasked Estep 
Score: -14248982.000000 Penalty: 5832.303223
	Iteration 86Q: 3 clusters Score -1.424898e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 126055 members 
Entering Unmasked Estep 
Score: -14248977.000000 Penalty: 5832.303223
	Iteration 87Q: 3 clusters Score -1.424898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 126058 members 
Entering Unmasked Estep 
Score: -14248985.000000 Penalty: 5832.303223
	Iteration 88Q: 3 clusters Score -1.424898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 126053 members 
Entering Unmasked Estep 
Score: -14248984.000000 Penalty: 5832.303223
	Iteration 89Q: 3 clusters Score -1.424898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 126051 members 
Entering Unmasked Estep 
Score: -14248988.000000 Penalty: 5832.303223
	Iteration 90Q: 3 clusters Score -1.424899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 126050 members 
Entering Unmasked Estep 
Score: -14248994.000000 Penalty: 5832.303223
	Iteration 91Q: 3 clusters Score -1.424899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 126052 members 
Entering Unmasked Estep 
Score: -14248980.000000 Penalty: 5832.303223
	Iteration 92Q: 3 clusters Score -1.424898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 126052 members 
Entering Unmasked Estep 
Score: -14248988.000000 Penalty: 5832.303223
	Iteration 93Q: 3 clusters Score -1.424899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 126051 members 
Entering Unmasked Estep 
Score: -14248994.000000 Penalty: 5832.303223
	Iteration 94Q: 3 clusters Score -1.424899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 126050 members 
Entering Unmasked Estep 
Score: -14248994.000000 Penalty: 5832.303223
	Iteration 95Q: 3 clusters Score -1.424899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 126052 members 
Entering Unmasked Estep 
Score: -14249000.000000 Penalty: 5832.303223
	Iteration 96Q: 3 clusters Score -1.4249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 126052 members 
Entering Unmasked Estep 
Score: -14248991.000000 Penalty: 5832.303223
	Iteration 97Q: 3 clusters Score -1.424899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 126051 members 
Entering Unmasked Estep 
Score: -14249000.000000 Penalty: 5832.303223
	Iteration 98Q: 3 clusters Score -1.4249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 126049 members 
Entering Unmasked Estep 
Score: -14248999.000000 Penalty: 5832.303223
	Iteration 99Q: 3 clusters Score -1.4249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 126048 members 
Entering Unmasked Estep 
Score: -14249000.000000 Penalty: 5832.303223
	Iteration 100F: 3 clusters Score -1.4249e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Entering Unmasked Estep 
Score: -1047221.625000 Penalty: 2266.673096
	Iteration 0F: 2 clusters Score -1047222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1039938.500000 Penalty: 4533.346191
	Iteration 0F: 3 clusters Score -1039938 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1041986.000000 Penalty: 4533.346191
	Iteration 1F: 3 clusters Score -1041986 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1042277.625000 Penalty: 4533.346191
	Iteration 2F: 3 clusters Score -1042278 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1042476.125000 Penalty: 4533.346191
	Iteration 3Q: 3 clusters Score -1042476 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1042625.125000 Penalty: 4533.346191
	Iteration 4Q: 3 clusters Score -1042625 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1042749.500000 Penalty: 4533.346191
	Iteration 5Q: 3 clusters Score -1042750 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1042861.625000 Penalty: 4533.346191
	Iteration 6Q: 3 clusters Score -1042862 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1042975.250000 Penalty: 4533.346191
	Iteration 7Q: 3 clusters Score -1042975 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1043082.375000 Penalty: 4533.346191
	Iteration 8Q: 3 clusters Score -1043082 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1043191.750000 Penalty: 4533.346191
	Iteration 9Q: 3 clusters Score -1043192 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1043320.375000 Penalty: 4533.346191
	Iteration 10Q: 3 clusters Score -1043320 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1043476.000000 Penalty: 4533.346191
	Iteration 11Q: 3 clusters Score -1043476 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1043672.437500 Penalty: 4533.346191
	Iteration 12Q: 3 clusters Score -1043672 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1043947.687500 Penalty: 4533.346191
	Iteration 13Q: 3 clusters Score -1043948 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1044295.000000 Penalty: 4533.346191
	Iteration 14Q: 3 clusters Score -1044295 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1044643.250000 Penalty: 4533.346191
	Iteration 15Q: 3 clusters Score -1044643 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1044970.000000 Penalty: 4533.346191
	Iteration 16Q: 3 clusters Score -1044970 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1045250.812500 Penalty: 4533.346191
	Iteration 17Q: 3 clusters Score -1045251 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1045454.062500 Penalty: 4533.346191
	Iteration 18Q: 3 clusters Score -1045454 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1045561.687500 Penalty: 4533.346191
	Iteration 19Q: 3 clusters Score -1045562 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1045611.250000 Penalty: 4533.346191
	Iteration 20F: 3 clusters Score -1045611 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1045634.250000 Penalty: 4533.346191
	Iteration 21Q: 3 clusters Score -1045634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1045644.187500 Penalty: 4533.346191
	Iteration 22Q: 3 clusters Score -1045644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1045652.062500 Penalty: 4533.346191
	Iteration 23Q: 3 clusters Score -1045652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1045655.250000 Penalty: 4533.346191
	Iteration 24Q: 3 clusters Score -1045655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1045657.812500 Penalty: 4533.346191
	Iteration 25Q: 3 clusters Score -1045658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1045659.500000 Penalty: 4533.346191
	Iteration 26Q: 3 clusters Score -1045660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1045659.687500 Penalty: 4533.346191
	Iteration 27Q: 3 clusters Score -1045660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1045661.250000 Penalty: 4533.346191
	Iteration 28Q: 3 clusters Score -1045661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1045661.250000 Penalty: 4533.346191
	Iteration 29Q: 3 clusters Score -1045661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1045660.562500 Penalty: 4533.346191
	Iteration 30Q: 3 clusters Score -1045661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1045662.312500 Penalty: 4533.346191
	Iteration 31Q: 3 clusters Score -1045662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1045661.062500 Penalty: 4533.346191
	Iteration 32Q: 3 clusters Score -1045661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1045660.312500 Penalty: 4533.346191
	Iteration 33Q: 3 clusters Score -1045660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1045662.750000 Penalty: 4533.346191
	Iteration 34Q: 3 clusters Score -1045663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1045663.125000 Penalty: 4533.346191
	Iteration 35Q: 3 clusters Score -1045663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1045663.875000 Penalty: 4533.346191
	Iteration 36Q: 3 clusters Score -1045664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1045663.875000 Penalty: 4533.346191
	Iteration 37F: 3 clusters Score -1045664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Entering Unmasked Estep 
Score: -303562.156250 Penalty: 1964.720825
	Iteration 0F: 2 clusters Score -303562.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -300459.593750 Penalty: 3929.441650
	Iteration 0F: 3 clusters Score -300459.6 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -301074.531250 Penalty: 3929.441650
	Iteration 1F: 3 clusters Score -301074.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -301227.468750 Penalty: 3929.441650
	Iteration 2F: 3 clusters Score -301227.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -301299.687500 Penalty: 3929.441650
	Iteration 3Q: 3 clusters Score -301299.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -301353.218750 Penalty: 3929.441650
	Iteration 4Q: 3 clusters Score -301353.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -301383.062500 Penalty: 3929.441650
	Iteration 5Q: 3 clusters Score -301383.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -301403.187500 Penalty: 3929.441650
	Iteration 6Q: 3 clusters Score -301403.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -301421.312500 Penalty: 3929.441650
	Iteration 7Q: 3 clusters Score -301421.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -301433.750000 Penalty: 3929.441650
	Iteration 8Q: 3 clusters Score -301433.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -301442.312500 Penalty: 3929.441650
	Iteration 9Q: 3 clusters Score -301442.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -301448.656250 Penalty: 3929.441650
	Iteration 10Q: 3 clusters Score -301448.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -301455.000000 Penalty: 3929.441650
	Iteration 11Q: 3 clusters Score -301455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -301462.093750 Penalty: 3929.441650
	Iteration 12Q: 3 clusters Score -301462.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -301468.406250 Penalty: 3929.441650
	Iteration 13Q: 3 clusters Score -301468.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -301471.343750 Penalty: 3929.441650
	Iteration 14Q: 3 clusters Score -301471.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -301474.093750 Penalty: 3929.441650
	Iteration 15Q: 3 clusters Score -301474.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -301476.343750 Penalty: 3929.441650
	Iteration 16Q: 3 clusters Score -301476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -301479.281250 Penalty: 3929.441650
	Iteration 17Q: 3 clusters Score -301479.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -301482.906250 Penalty: 3929.441650
	Iteration 18Q: 3 clusters Score -301482.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -301485.687500 Penalty: 3929.441650
	Iteration 19Q: 3 clusters Score -301485.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -301489.468750 Penalty: 3929.441650
	Iteration 20F: 3 clusters Score -301489.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -301491.406250 Penalty: 3929.441650
	Iteration 21Q: 3 clusters Score -301491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -301492.875000 Penalty: 3929.441650
	Iteration 22Q: 3 clusters Score -301492.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -301494.031250 Penalty: 3929.441650
	Iteration 23Q: 3 clusters Score -301494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -301497.031250 Penalty: 3929.441650
	Iteration 24Q: 3 clusters Score -301497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -301500.125000 Penalty: 3929.441650
	Iteration 25Q: 3 clusters Score -301500.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -301506.281250 Penalty: 3929.441650
	Iteration 26Q: 3 clusters Score -301506.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -301511.656250 Penalty: 3929.441650
	Iteration 27Q: 3 clusters Score -301511.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -301517.468750 Penalty: 3929.441650
	Iteration 28Q: 3 clusters Score -301517.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -301521.312500 Penalty: 3929.441650
	Iteration 29Q: 3 clusters Score -301521.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -301528.937500 Penalty: 3929.441650
	Iteration 30Q: 3 clusters Score -301528.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -301532.875000 Penalty: 3929.441650
	Iteration 31Q: 3 clusters Score -301532.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -301535.187500 Penalty: 3929.441650
	Iteration 32Q: 3 clusters Score -301535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -301536.406250 Penalty: 3929.441650
	Iteration 33Q: 3 clusters Score -301536.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -301537.968750 Penalty: 3929.441650
	Iteration 34Q: 3 clusters Score -301538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -301540.375000 Penalty: 3929.441650
	Iteration 35Q: 3 clusters Score -301540.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -301543.218750 Penalty: 3929.441650
	Iteration 36Q: 3 clusters Score -301543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -301545.093750 Penalty: 3929.441650
	Iteration 37Q: 3 clusters Score -301545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -301547.093750 Penalty: 3929.441650
	Iteration 38Q: 3 clusters Score -301547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -301547.687500 Penalty: 3929.441650
	Iteration 39Q: 3 clusters Score -301547.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -301547.812500 Penalty: 3929.441650
	Iteration 40F: 3 clusters Score -301547.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -301547.718750 Penalty: 3929.441650
	Iteration 41Q: 3 clusters Score -301547.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -301549.218750 Penalty: 3929.441650
	Iteration 42Q: 3 clusters Score -301549.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -301549.156250 Penalty: 3929.441650
	Iteration 43Q: 3 clusters Score -301549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -301550.031250 Penalty: 3929.441650
	Iteration 44Q: 3 clusters Score -301550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -301550.500000 Penalty: 3929.441650
	Iteration 45Q: 3 clusters Score -301550.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -301550.500000 Penalty: 3929.441650
	Iteration 46F: 3 clusters Score -301550.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Entering Unmasked Estep 
Score: -3685868.250000 Penalty: 2576.996826
	Iteration 0F: 2 clusters Score -3685868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3663679.500000 Penalty: 5153.993652
	Iteration 0F: 3 clusters Score -3663680 nChanged 14686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -3671968.500000 Penalty: 5153.993652
	Iteration 1F: 3 clusters Score -3671968 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -3672844.750000 Penalty: 5153.993652
	Iteration 2F: 3 clusters Score -3672845 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -3673899.500000 Penalty: 5153.993652
	Iteration 3F: 3 clusters Score -3673900 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3675168.250000 Penalty: 5153.993652
	Iteration 4F: 3 clusters Score -3675168 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -3676795.000000 Penalty: 5153.993652
	Iteration 5F: 3 clusters Score -3676795 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -3678498.250000 Penalty: 5153.993652
	Iteration 6F: 3 clusters Score -3678498 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -3679939.000000 Penalty: 5153.993652
	Iteration 7F: 3 clusters Score -3679939 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3680811.750000 Penalty: 5153.993652
	Iteration 8Q: 3 clusters Score -3680812 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3681311.000000 Penalty: 5153.993652
	Iteration 9Q: 3 clusters Score -3681311 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -3681601.500000 Penalty: 5153.993652
	Iteration 10Q: 3 clusters Score -3681602 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3681797.000000 Penalty: 5153.993652
	Iteration 11Q: 3 clusters Score -3681797 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3681945.500000 Penalty: 5153.993652
	Iteration 12Q: 3 clusters Score -3681946 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3682110.250000 Penalty: 5153.993652
	Iteration 13Q: 3 clusters Score -3682110 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -3682287.250000 Penalty: 5153.993652
	Iteration 14Q: 3 clusters Score -3682287 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3682439.500000 Penalty: 5153.993652
	Iteration 15Q: 3 clusters Score -3682440 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -3682598.750000 Penalty: 5153.993652
	Iteration 16Q: 3 clusters Score -3682599 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -3682724.500000 Penalty: 5153.993652
	Iteration 17Q: 3 clusters Score -3682724 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3682836.000000 Penalty: 5153.993652
	Iteration 18Q: 3 clusters Score -3682836 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3682945.500000 Penalty: 5153.993652
	Iteration 19Q: 3 clusters Score -3682946 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3683041.750000 Penalty: 5153.993652
	Iteration 20F: 3 clusters Score -3683042 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3683154.750000 Penalty: 5153.993652
	Iteration 21Q: 3 clusters Score -3683155 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3683230.750000 Penalty: 5153.993652
	Iteration 22Q: 3 clusters Score -3683231 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3683315.000000 Penalty: 5153.993652
	Iteration 23Q: 3 clusters Score -3683315 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -3683360.500000 Penalty: 5153.993652
	Iteration 24Q: 3 clusters Score -3683360 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3683411.500000 Penalty: 5153.993652
	Iteration 25Q: 3 clusters Score -3683412 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3683445.250000 Penalty: 5153.993652
	Iteration 26Q: 3 clusters Score -3683445 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3683492.000000 Penalty: 5153.993652
	Iteration 27Q: 3 clusters Score -3683492 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3683539.500000 Penalty: 5153.993652
	Iteration 28Q: 3 clusters Score -3683540 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3683576.000000 Penalty: 5153.993652
	Iteration 29Q: 3 clusters Score -3683576 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3683594.500000 Penalty: 5153.993652
	Iteration 30Q: 3 clusters Score -3683594 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3683612.750000 Penalty: 5153.993652
	Iteration 31Q: 3 clusters Score -3683613 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3683636.500000 Penalty: 5153.993652
	Iteration 32Q: 3 clusters Score -3683636 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3683655.250000 Penalty: 5153.993652
	Iteration 33Q: 3 clusters Score -3683655 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3683667.250000 Penalty: 5153.993652
	Iteration 34Q: 3 clusters Score -3683667 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3683698.000000 Penalty: 5153.993652
	Iteration 35Q: 3 clusters Score -3683698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3683705.500000 Penalty: 5153.993652
	Iteration 36Q: 3 clusters Score -3683706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3683711.250000 Penalty: 5153.993652
	Iteration 37Q: 3 clusters Score -3683711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3683729.000000 Penalty: 5153.993652
	Iteration 38Q: 3 clusters Score -3683729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3683733.500000 Penalty: 5153.993652
	Iteration 39Q: 3 clusters Score -3683734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3683745.000000 Penalty: 5153.993652
	Iteration 40F: 3 clusters Score -3683745 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3683753.000000 Penalty: 5153.993652
	Iteration 41Q: 3 clusters Score -3683753 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3683761.750000 Penalty: 5153.993652
	Iteration 42Q: 3 clusters Score -3683762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3683771.500000 Penalty: 5153.993652
	Iteration 43Q: 3 clusters Score -3683772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3683779.500000 Penalty: 5153.993652
	Iteration 44Q: 3 clusters Score -3683780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3683778.250000 Penalty: 5153.993652
	Iteration 45Q: 3 clusters Score -3683778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3683782.750000 Penalty: 5153.993652
	Iteration 46Q: 3 clusters Score -3683783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3683785.250000 Penalty: 5153.993652
	Iteration 47Q: 3 clusters Score -3683785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3683783.000000 Penalty: 5153.993652
	Iteration 48Q: 3 clusters Score -3683783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3683782.250000 Penalty: 5153.993652
	Iteration 49Q: 3 clusters Score -3683782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3683794.750000 Penalty: 5153.993652
	Iteration 50Q: 3 clusters Score -3683795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3683800.500000 Penalty: 5153.993652
	Iteration 51Q: 3 clusters Score -3683800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3683804.000000 Penalty: 5153.993652
	Iteration 52Q: 3 clusters Score -3683804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3683807.750000 Penalty: 5153.993652
	Iteration 53Q: 3 clusters Score -3683808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3683816.750000 Penalty: 5153.993652
	Iteration 54Q: 3 clusters Score -3683817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3683825.250000 Penalty: 5153.993652
	Iteration 55Q: 3 clusters Score -3683825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3683821.250000 Penalty: 5153.993652
	Iteration 56Q: 3 clusters Score -3683821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3683829.500000 Penalty: 5153.993652
	Iteration 57Q: 3 clusters Score -3683830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3683833.750000 Penalty: 5153.993652
	Iteration 58Q: 3 clusters Score -3683834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3683834.750000 Penalty: 5153.993652
	Iteration 59Q: 3 clusters Score -3683835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3683840.750000 Penalty: 5153.993652
	Iteration 60F: 3 clusters Score -3683841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3683846.000000 Penalty: 5153.993652
	Iteration 61Q: 3 clusters Score -3683846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3683840.500000 Penalty: 5153.993652
	Iteration 62Q: 3 clusters Score -3683840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3683846.750000 Penalty: 5153.993652
	Iteration 63Q: 3 clusters Score -3683847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -3683848.500000 Penalty: 5153.993652
	Iteration 64Q: 3 clusters Score -3683848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3683847.750000 Penalty: 5153.993652
	Iteration 65Q: 3 clusters Score -3683848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3683851.500000 Penalty: 5153.993652
	Iteration 66Q: 3 clusters Score -3683852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3683849.750000 Penalty: 5153.993652
	Iteration 67Q: 3 clusters Score -3683850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3683845.250000 Penalty: 5153.993652
	Iteration 68Q: 3 clusters Score -3683845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3683849.500000 Penalty: 5153.993652
	Iteration 69Q: 3 clusters Score -3683850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3683849.000000 Penalty: 5153.993652
	Iteration 70Q: 3 clusters Score -3683849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3683849.250000 Penalty: 5153.993652
	Iteration 71Q: 3 clusters Score -3683849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3683857.500000 Penalty: 5153.993652
	Iteration 72Q: 3 clusters Score -3683858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3683858.500000 Penalty: 5153.993652
	Iteration 73Q: 3 clusters Score -3683858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3683859.750000 Penalty: 5153.993652
	Iteration 74Q: 3 clusters Score -3683860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3683860.250000 Penalty: 5153.993652
	Iteration 75Q: 3 clusters Score -3683860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3683861.000000 Penalty: 5153.993652
	Iteration 76Q: 3 clusters Score -3683861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3683867.750000 Penalty: 5153.993652
	Iteration 77Q: 3 clusters Score -3683868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3683866.500000 Penalty: 5153.993652
	Iteration 78Q: 3 clusters Score -3683866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3683872.500000 Penalty: 5153.993652
	Iteration 79Q: 3 clusters Score -3683872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3683876.500000 Penalty: 5153.993652
	Iteration 80F: 3 clusters Score -3683876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3683881.750000 Penalty: 5153.993652
	Iteration 81Q: 3 clusters Score -3683882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3683890.000000 Penalty: 5153.993652
	Iteration 82Q: 3 clusters Score -3683890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3683888.250000 Penalty: 5153.993652
	Iteration 83Q: 3 clusters Score -3683888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3683881.000000 Penalty: 5153.993652
	Iteration 84Q: 3 clusters Score -3683881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3683888.000000 Penalty: 5153.993652
	Iteration 85Q: 3 clusters Score -3683888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3683887.000000 Penalty: 5153.993652
	Iteration 86Q: 3 clusters Score -3683887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3683893.000000 Penalty: 5153.993652
	Iteration 87Q: 3 clusters Score -3683893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3683883.000000 Penalty: 5153.993652
	Iteration 88Q: 3 clusters Score -3683883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3683886.500000 Penalty: 5153.993652
	Iteration 89Q: 3 clusters Score -3683886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3683888.500000 Penalty: 5153.993652
	Iteration 90Q: 3 clusters Score -3683888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3683883.000000 Penalty: 5153.993652
	Iteration 91Q: 3 clusters Score -3683883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3683887.750000 Penalty: 5153.993652
	Iteration 92Q: 3 clusters Score -3683888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3683892.000000 Penalty: 5153.993652
	Iteration 93Q: 3 clusters Score -3683892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3683902.750000 Penalty: 5153.993652
	Iteration 94Q: 3 clusters Score -3683903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3683905.250000 Penalty: 5153.993652
	Iteration 95Q: 3 clusters Score -3683905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3683910.750000 Penalty: 5153.993652
	Iteration 96Q: 3 clusters Score -3683911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3683916.250000 Penalty: 5153.993652
	Iteration 97Q: 3 clusters Score -3683916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3683926.750000 Penalty: 5153.993652
	Iteration 98Q: 3 clusters Score -3683927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3683936.250000 Penalty: 5153.993652
	Iteration 99Q: 3 clusters Score -3683936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3683939.750000 Penalty: 5153.993652
	Iteration 100F: 3 clusters Score -3683940 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3683954.250000 Penalty: 5153.993652
	Iteration 101Q: 3 clusters Score -3683954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3683953.750000 Penalty: 5153.993652
	Iteration 102Q: 3 clusters Score -3683954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3683965.750000 Penalty: 5153.993652
	Iteration 103Q: 3 clusters Score -3683966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3683965.750000 Penalty: 5153.993652
	Iteration 104Q: 3 clusters Score -3683966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3683982.000000 Penalty: 5153.993652
	Iteration 105Q: 3 clusters Score -3683982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3683981.250000 Penalty: 5153.993652
	Iteration 106Q: 3 clusters Score -3683981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3683988.500000 Penalty: 5153.993652
	Iteration 107Q: 3 clusters Score -3683988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3683988.500000 Penalty: 5153.993652
	Iteration 108Q: 3 clusters Score -3683988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3683990.250000 Penalty: 5153.993652
	Iteration 109Q: 3 clusters Score -3683990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3683996.500000 Penalty: 5153.993652
	Iteration 110Q: 3 clusters Score -3683996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3683995.750000 Penalty: 5153.993652
	Iteration 111Q: 3 clusters Score -3683996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3684003.500000 Penalty: 5153.993652
	Iteration 112Q: 3 clusters Score -3684004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3684002.750000 Penalty: 5153.993652
	Iteration 113Q: 3 clusters Score -3684003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3684001.500000 Penalty: 5153.993652
	Iteration 114Q: 3 clusters Score -3684002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3684001.500000 Penalty: 5153.993652
	Iteration 115F: 3 clusters Score -3684002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (323612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323612 members 
Entering Unmasked Estep 
Score: -35760784.000000 Penalty: 3146.450684
	Iteration 0F: 2 clusters Score -3.576078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161636 members 
Mstep: Class 2 contains 161976 members 
Entering Unmasked Estep 
Score: -35581588.000000 Penalty: 6292.901367
	Iteration 0F: 3 clusters Score -3.558159e+07 nChanged 157058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159434 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -35673612.000000 Penalty: 6292.901367
	Iteration 1F: 3 clusters Score -3.567361e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157103 members 
Mstep: Class 2 contains 166509 members 
Entering Unmasked Estep 
Score: -35674968.000000 Penalty: 6292.901367
	Iteration 2Q: 3 clusters Score -3.567497e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153442 members 
Mstep: Class 2 contains 170170 members 
Entering Unmasked Estep 
Score: -35676900.000000 Penalty: 6292.901367
	Iteration 3Q: 3 clusters Score -3.56769e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147805 members 
Mstep: Class 2 contains 175807 members 
Entering Unmasked Estep 
Score: -35679704.000000 Penalty: 6292.901367
	Iteration 4Q: 3 clusters Score -3.56797e+07 nChanged 13226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138865 members 
Mstep: Class 2 contains 184747 members 
Entering Unmasked Estep 
Score: -35684276.000000 Penalty: 6292.901367
	Iteration 5Q: 3 clusters Score -3.568428e+07 nChanged 16725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125888 members 
Mstep: Class 2 contains 197724 members 
Entering Unmasked Estep 
Score: -35690948.000000 Penalty: 6292.901367
	Iteration 6F: 3 clusters Score -3.569095e+07 nChanged 20553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108451 members 
Mstep: Class 2 contains 215161 members 
Entering Unmasked Estep 
Score: -35702192.000000 Penalty: 6292.901367
	Iteration 7F: 3 clusters Score -3.570219e+07 nChanged 22674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88305 members 
Mstep: Class 2 contains 235307 members 
Entering Unmasked Estep 
Score: -35716892.000000 Penalty: 6292.901367
	Iteration 8F: 3 clusters Score -3.571689e+07 nChanged 21691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 254908 members 
Entering Unmasked Estep 
Score: -35733292.000000 Penalty: 6292.901367
	Iteration 9F: 3 clusters Score -3.573329e+07 nChanged 17425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 270217 members 
Entering Unmasked Estep 
Score: -35749348.000000 Penalty: 6292.901367
	Iteration 10F: 3 clusters Score -3.574935e+07 nChanged 12453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 279968 members 
Entering Unmasked Estep 
Score: -35760580.000000 Penalty: 6292.901367
	Iteration 11Q: 3 clusters Score -3.576058e+07 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 285512 members 
Entering Unmasked Estep 
Score: -35766968.000000 Penalty: 6292.901367
	Iteration 12Q: 3 clusters Score -3.576697e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 289757 members 
Entering Unmasked Estep 
Score: -35770304.000000 Penalty: 6292.901367
	Iteration 13Q: 3 clusters Score -3.57703e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 293481 members 
Entering Unmasked Estep 
Score: -35771832.000000 Penalty: 6292.901367
	Iteration 14Q: 3 clusters Score -3.577183e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 296893 members 
Entering Unmasked Estep 
Score: -35773644.000000 Penalty: 6292.901367
	Iteration 15Q: 3 clusters Score -3.577364e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 300177 members 
Entering Unmasked Estep 
Score: -35774588.000000 Penalty: 6292.901367
	Iteration 16Q: 3 clusters Score -3.577459e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 303262 members 
Entering Unmasked Estep 
Score: -35774796.000000 Penalty: 6292.901367
	Iteration 17Q: 3 clusters Score -3.57748e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 306051 members 
Entering Unmasked Estep 
Score: -35774584.000000 Penalty: 6292.901367
	Iteration 18Q: 3 clusters Score -3.577458e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 308421 members 
Entering Unmasked Estep 
Score: -35773608.000000 Penalty: 6292.901367
	Iteration 19Q: 3 clusters Score -3.577361e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 310340 members 
Entering Unmasked Estep 
Score: -35772868.000000 Penalty: 6292.901367
	Iteration 20F: 3 clusters Score -3.577287e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 311866 members 
Entering Unmasked Estep 
Score: -35771936.000000 Penalty: 6292.901367
	Iteration 21Q: 3 clusters Score -3.577194e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 313179 members 
Entering Unmasked Estep 
Score: -35770772.000000 Penalty: 6292.901367
	Iteration 22Q: 3 clusters Score -3.577077e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 314265 members 
Entering Unmasked Estep 
Score: -35770040.000000 Penalty: 6292.901367
	Iteration 23Q: 3 clusters Score -3.577004e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 315160 members 
Entering Unmasked Estep 
Score: -35769284.000000 Penalty: 6292.901367
	Iteration 24Q: 3 clusters Score -3.576928e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 315904 members 
Entering Unmasked Estep 
Score: -35768436.000000 Penalty: 6292.901367
	Iteration 25Q: 3 clusters Score -3.576844e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 316551 members 
Entering Unmasked Estep 
Score: -35767708.000000 Penalty: 6292.901367
	Iteration 26Q: 3 clusters Score -3.576771e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 317126 members 
Entering Unmasked Estep 
Score: -35767136.000000 Penalty: 6292.901367
	Iteration 27Q: 3 clusters Score -3.576714e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 317669 members 
Entering Unmasked Estep 
Score: -35766436.000000 Penalty: 6292.901367
	Iteration 28Q: 3 clusters Score -3.576644e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 318146 members 
Entering Unmasked Estep 
Score: -35765952.000000 Penalty: 6292.901367
	Iteration 29Q: 3 clusters Score -3.576595e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 318589 members 
Entering Unmasked Estep 
Score: -35765528.000000 Penalty: 6292.901367
	Iteration 30Q: 3 clusters Score -3.576553e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 318999 members 
Entering Unmasked Estep 
Score: -35765096.000000 Penalty: 6292.901367
	Iteration 31Q: 3 clusters Score -3.57651e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 319360 members 
Entering Unmasked Estep 
Score: -35764720.000000 Penalty: 6292.901367
	Iteration 32Q: 3 clusters Score -3.576472e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 319685 members 
Entering Unmasked Estep 
Score: -35764296.000000 Penalty: 6292.901367
	Iteration 33Q: 3 clusters Score -3.57643e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 319970 members 
Entering Unmasked Estep 
Score: -35763824.000000 Penalty: 6292.901367
	Iteration 34Q: 3 clusters Score -3.576382e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 320219 members 
Entering Unmasked Estep 
Score: -35763516.000000 Penalty: 6292.901367
	Iteration 35Q: 3 clusters Score -3.576352e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 320453 members 
Entering Unmasked Estep 
Score: -35763248.000000 Penalty: 6292.901367
	Iteration 36Q: 3 clusters Score -3.576325e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 320646 members 
Entering Unmasked Estep 
Score: -35762924.000000 Penalty: 6292.901367
	Iteration 37Q: 3 clusters Score -3.576292e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 320812 members 
Entering Unmasked Estep 
Score: -35762588.000000 Penalty: 6292.901367
	Iteration 38Q: 3 clusters Score -3.576259e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 320954 members 
Entering Unmasked Estep 
Score: -35762424.000000 Penalty: 6292.901367
	Iteration 39Q: 3 clusters Score -3.576242e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 321074 members 
Entering Unmasked Estep 
Score: -35762200.000000 Penalty: 6292.901367
	Iteration 40F: 3 clusters Score -3.57622e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 321190 members 
Entering Unmasked Estep 
Score: -35762040.000000 Penalty: 6292.901367
	Iteration 41Q: 3 clusters Score -3.576204e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 321280 members 
Entering Unmasked Estep 
Score: -35761912.000000 Penalty: 6292.901367
	Iteration 42Q: 3 clusters Score -3.576191e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 321368 members 
Entering Unmasked Estep 
Score: -35761752.000000 Penalty: 6292.901367
	Iteration 43Q: 3 clusters Score -3.576175e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 321443 members 
Entering Unmasked Estep 
Score: -35761684.000000 Penalty: 6292.901367
	Iteration 44Q: 3 clusters Score -3.576168e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 321516 members 
Entering Unmasked Estep 
Score: -35761536.000000 Penalty: 6292.901367
	Iteration 45Q: 3 clusters Score -3.576154e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 321583 members 
Entering Unmasked Estep 
Score: -35761476.000000 Penalty: 6292.901367
	Iteration 46Q: 3 clusters Score -3.576148e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 321642 members 
Entering Unmasked Estep 
Score: -35761460.000000 Penalty: 6292.901367
	Iteration 47Q: 3 clusters Score -3.576146e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 321691 members 
Entering Unmasked Estep 
Score: -35761356.000000 Penalty: 6292.901367
	Iteration 48Q: 3 clusters Score -3.576136e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 321739 members 
Entering Unmasked Estep 
Score: -35761340.000000 Penalty: 6292.901367
	Iteration 49Q: 3 clusters Score -3.576134e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 321790 members 
Entering Unmasked Estep 
Score: -35761232.000000 Penalty: 6292.901367
	Iteration 50Q: 3 clusters Score -3.576123e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 321835 members 
Entering Unmasked Estep 
Score: -35761184.000000 Penalty: 6292.901367
	Iteration 51Q: 3 clusters Score -3.576118e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 321875 members 
Entering Unmasked Estep 
Score: -35761088.000000 Penalty: 6292.901367
	Iteration 52Q: 3 clusters Score -3.576109e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 321917 members 
Entering Unmasked Estep 
Score: -35761020.000000 Penalty: 6292.901367
	Iteration 53Q: 3 clusters Score -3.576102e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 321958 members 
Entering Unmasked Estep 
Score: -35760972.000000 Penalty: 6292.901367
	Iteration 54Q: 3 clusters Score -3.576097e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 321987 members 
Entering Unmasked Estep 
Score: -35760872.000000 Penalty: 6292.901367
	Iteration 55Q: 3 clusters Score -3.576087e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 322014 members 
Entering Unmasked Estep 
Score: -35760872.000000 Penalty: 6292.901367
	Iteration 56Q: 3 clusters Score -3.576087e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 322049 members 
Entering Unmasked Estep 
Score: -35760788.000000 Penalty: 6292.901367
	Iteration 57Q: 3 clusters Score -3.576079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 322076 members 
Entering Unmasked Estep 
Score: -35760776.000000 Penalty: 6292.901367
	Iteration 58Q: 3 clusters Score -3.576078e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 322102 members 
Entering Unmasked Estep 
Score: -35760740.000000 Penalty: 6292.901367
	Iteration 59Q: 3 clusters Score -3.576074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 322119 members 
Entering Unmasked Estep 
Score: -35760668.000000 Penalty: 6292.901367
	Iteration 60F: 3 clusters Score -3.576067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 322139 members 
Entering Unmasked Estep 
Score: -35760664.000000 Penalty: 6292.901367
	Iteration 61Q: 3 clusters Score -3.576066e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 322151 members 
Entering Unmasked Estep 
Score: -35760652.000000 Penalty: 6292.901367
	Iteration 62Q: 3 clusters Score -3.576065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 322162 members 
Entering Unmasked Estep 
Score: -35760648.000000 Penalty: 6292.901367
	Iteration 63Q: 3 clusters Score -3.576065e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 322171 members 
Entering Unmasked Estep 
Score: -35760620.000000 Penalty: 6292.901367
	Iteration 64Q: 3 clusters Score -3.576062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 322181 members 
Entering Unmasked Estep 
Score: -35760596.000000 Penalty: 6292.901367
	Iteration 65Q: 3 clusters Score -3.57606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 322189 members 
Entering Unmasked Estep 
Score: -35760616.000000 Penalty: 6292.901367
	Iteration 66Q: 3 clusters Score -3.576062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 322193 members 
Entering Unmasked Estep 
Score: -35760612.000000 Penalty: 6292.901367
	Iteration 67Q: 3 clusters Score -3.576061e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 322195 members 
Entering Unmasked Estep 
Score: -35760592.000000 Penalty: 6292.901367
	Iteration 68Q: 3 clusters Score -3.576059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 322200 members 
Entering Unmasked Estep 
Score: -35760596.000000 Penalty: 6292.901367
	Iteration 69Q: 3 clusters Score -3.57606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 322203 members 
Entering Unmasked Estep 
Score: -35760608.000000 Penalty: 6292.901367
	Iteration 70Q: 3 clusters Score -3.576061e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 322206 members 
Entering Unmasked Estep 
Score: -35760596.000000 Penalty: 6292.901367
	Iteration 71Q: 3 clusters Score -3.57606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 322210 members 
Entering Unmasked Estep 
Score: -35760572.000000 Penalty: 6292.901367
	Iteration 72Q: 3 clusters Score -3.576057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 322215 members 
Entering Unmasked Estep 
Score: -35760568.000000 Penalty: 6292.901367
	Iteration 73Q: 3 clusters Score -3.576057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 322221 members 
Entering Unmasked Estep 
Score: -35760556.000000 Penalty: 6292.901367
	Iteration 74Q: 3 clusters Score -3.576056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 322226 members 
Entering Unmasked Estep 
Score: -35760552.000000 Penalty: 6292.901367
	Iteration 75Q: 3 clusters Score -3.576055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 322229 members 
Entering Unmasked Estep 
Score: -35760544.000000 Penalty: 6292.901367
	Iteration 76Q: 3 clusters Score -3.576054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 322231 members 
Entering Unmasked Estep 
Score: -35760536.000000 Penalty: 6292.901367
	Iteration 77Q: 3 clusters Score -3.576054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 322233 members 
Entering Unmasked Estep 
Score: -35760524.000000 Penalty: 6292.901367
	Iteration 78Q: 3 clusters Score -3.576052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 322233 members 
Entering Unmasked Estep 
Score: -35760524.000000 Penalty: 6292.901367
	Iteration 79F: 3 clusters Score -3.576052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Entering Unmasked Estep 
Score: -6020435.000000 Penalty: 2699.113770
	Iteration 0F: 2 clusters Score -6020435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -5984311.500000 Penalty: 5398.227539
	Iteration 0F: 3 clusters Score -5984312 nChanged 24657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -5998103.500000 Penalty: 5398.227539
	Iteration 1F: 3 clusters Score -5998104 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -5998631.500000 Penalty: 5398.227539
	Iteration 2Q: 3 clusters Score -5998632 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -5999096.000000 Penalty: 5398.227539
	Iteration 3Q: 3 clusters Score -5999096 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -5999479.000000 Penalty: 5398.227539
	Iteration 4Q: 3 clusters Score -5999479 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26297 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -5999809.000000 Penalty: 5398.227539
	Iteration 5Q: 3 clusters Score -5999809 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -6000130.500000 Penalty: 5398.227539
	Iteration 6Q: 3 clusters Score -6000130 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -6000418.500000 Penalty: 5398.227539
	Iteration 7Q: 3 clusters Score -6000418 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -6000767.000000 Penalty: 5398.227539
	Iteration 8Q: 3 clusters Score -6000767 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -6001107.000000 Penalty: 5398.227539
	Iteration 9Q: 3 clusters Score -6001107 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -6001476.000000 Penalty: 5398.227539
	Iteration 10Q: 3 clusters Score -6001476 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -6001947.500000 Penalty: 5398.227539
	Iteration 11Q: 3 clusters Score -6001948 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -6002542.500000 Penalty: 5398.227539
	Iteration 12Q: 3 clusters Score -6002542 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -6003503.000000 Penalty: 5398.227539
	Iteration 13Q: 3 clusters Score -6003503 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -6004899.000000 Penalty: 5398.227539
	Iteration 14Q: 3 clusters Score -6004899 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -6006846.500000 Penalty: 5398.227539
	Iteration 15Q: 3 clusters Score -6006846 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -6008606.500000 Penalty: 5398.227539
	Iteration 16F: 3 clusters Score -6008606 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -6009576.000000 Penalty: 5398.227539
	Iteration 17Q: 3 clusters Score -6009576 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -6010084.000000 Penalty: 5398.227539
	Iteration 18Q: 3 clusters Score -6010084 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -6010440.500000 Penalty: 5398.227539
	Iteration 19Q: 3 clusters Score -6010440 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -6010773.000000 Penalty: 5398.227539
	Iteration 20F: 3 clusters Score -6010773 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -6011079.000000 Penalty: 5398.227539
	Iteration 21Q: 3 clusters Score -6011079 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -6011404.000000 Penalty: 5398.227539
	Iteration 22Q: 3 clusters Score -6011404 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -6011725.500000 Penalty: 5398.227539
	Iteration 23Q: 3 clusters Score -6011726 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -6012087.500000 Penalty: 5398.227539
	Iteration 24Q: 3 clusters Score -6012088 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -6012490.000000 Penalty: 5398.227539
	Iteration 25Q: 3 clusters Score -6012490 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -6012861.500000 Penalty: 5398.227539
	Iteration 26Q: 3 clusters Score -6012862 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -6013243.500000 Penalty: 5398.227539
	Iteration 27Q: 3 clusters Score -6013244 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -6013578.500000 Penalty: 5398.227539
	Iteration 28Q: 3 clusters Score -6013578 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -6013902.000000 Penalty: 5398.227539
	Iteration 29Q: 3 clusters Score -6013902 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -6014127.500000 Penalty: 5398.227539
	Iteration 30Q: 3 clusters Score -6014128 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -6014352.000000 Penalty: 5398.227539
	Iteration 31Q: 3 clusters Score -6014352 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -6014561.000000 Penalty: 5398.227539
	Iteration 32Q: 3 clusters Score -6014561 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -6014698.500000 Penalty: 5398.227539
	Iteration 33Q: 3 clusters Score -6014698 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -6014823.500000 Penalty: 5398.227539
	Iteration 34Q: 3 clusters Score -6014824 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -6014920.000000 Penalty: 5398.227539
	Iteration 35Q: 3 clusters Score -6014920 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -6015018.000000 Penalty: 5398.227539
	Iteration 36Q: 3 clusters Score -6015018 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -6015088.000000 Penalty: 5398.227539
	Iteration 37Q: 3 clusters Score -6015088 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -6015146.500000 Penalty: 5398.227539
	Iteration 38Q: 3 clusters Score -6015146 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -6015225.500000 Penalty: 5398.227539
	Iteration 39Q: 3 clusters Score -6015226 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -6015278.000000 Penalty: 5398.227539
	Iteration 40F: 3 clusters Score -6015278 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -6015301.000000 Penalty: 5398.227539
	Iteration 41Q: 3 clusters Score -6015301 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -6015353.000000 Penalty: 5398.227539
	Iteration 42Q: 3 clusters Score -6015353 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -6015387.500000 Penalty: 5398.227539
	Iteration 43Q: 3 clusters Score -6015388 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -6015422.000000 Penalty: 5398.227539
	Iteration 44Q: 3 clusters Score -6015422 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -6015476.500000 Penalty: 5398.227539
	Iteration 45Q: 3 clusters Score -6015476 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -6015523.500000 Penalty: 5398.227539
	Iteration 46Q: 3 clusters Score -6015524 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -6015566.500000 Penalty: 5398.227539
	Iteration 47Q: 3 clusters Score -6015566 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -6015608.000000 Penalty: 5398.227539
	Iteration 48Q: 3 clusters Score -6015608 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -6015663.000000 Penalty: 5398.227539
	Iteration 49Q: 3 clusters Score -6015663 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -6015699.500000 Penalty: 5398.227539
	Iteration 50Q: 3 clusters Score -6015700 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -6015724.000000 Penalty: 5398.227539
	Iteration 51Q: 3 clusters Score -6015724 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -6015776.500000 Penalty: 5398.227539
	Iteration 52Q: 3 clusters Score -6015776 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -6015802.500000 Penalty: 5398.227539
	Iteration 53Q: 3 clusters Score -6015802 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -6015839.000000 Penalty: 5398.227539
	Iteration 54Q: 3 clusters Score -6015839 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -6015886.000000 Penalty: 5398.227539
	Iteration 55Q: 3 clusters Score -6015886 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -6015907.500000 Penalty: 5398.227539
	Iteration 56Q: 3 clusters Score -6015908 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -6015933.000000 Penalty: 5398.227539
	Iteration 57Q: 3 clusters Score -6015933 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -6015986.500000 Penalty: 5398.227539
	Iteration 58Q: 3 clusters Score -6015986 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -6016005.500000 Penalty: 5398.227539
	Iteration 59Q: 3 clusters Score -6016006 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -6015993.000000 Penalty: 5398.227539
	Iteration 60F: 3 clusters Score -6015993 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -6016043.000000 Penalty: 5398.227539
	Iteration 61Q: 3 clusters Score -6016043 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -6016093.000000 Penalty: 5398.227539
	Iteration 62Q: 3 clusters Score -6016093 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -6016119.000000 Penalty: 5398.227539
	Iteration 63Q: 3 clusters Score -6016119 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -6016158.000000 Penalty: 5398.227539
	Iteration 64Q: 3 clusters Score -6016158 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -6016181.000000 Penalty: 5398.227539
	Iteration 65Q: 3 clusters Score -6016181 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -6016218.500000 Penalty: 5398.227539
	Iteration 66Q: 3 clusters Score -6016218 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -6016274.500000 Penalty: 5398.227539
	Iteration 67Q: 3 clusters Score -6016274 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -6016288.000000 Penalty: 5398.227539
	Iteration 68Q: 3 clusters Score -6016288 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 46303 members 
Entering Unmasked Estep 
Score: -6016310.500000 Penalty: 5398.227539
	Iteration 69Q: 3 clusters Score -6016310 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -6016366.500000 Penalty: 5398.227539
	Iteration 70Q: 3 clusters Score -6016366 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -6016427.500000 Penalty: 5398.227539
	Iteration 71Q: 3 clusters Score -6016428 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -6016448.000000 Penalty: 5398.227539
	Iteration 72Q: 3 clusters Score -6016448 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -6016500.500000 Penalty: 5398.227539
	Iteration 73Q: 3 clusters Score -6016500 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -6016535.000000 Penalty: 5398.227539
	Iteration 74Q: 3 clusters Score -6016535 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -6016606.500000 Penalty: 5398.227539
	Iteration 75Q: 3 clusters Score -6016606 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -6016645.000000 Penalty: 5398.227539
	Iteration 76Q: 3 clusters Score -6016645 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -6016700.000000 Penalty: 5398.227539
	Iteration 77Q: 3 clusters Score -6016700 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -6016749.500000 Penalty: 5398.227539
	Iteration 78Q: 3 clusters Score -6016750 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -6016794.500000 Penalty: 5398.227539
	Iteration 79Q: 3 clusters Score -6016794 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -6016836.500000 Penalty: 5398.227539
	Iteration 80F: 3 clusters Score -6016836 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -6016894.500000 Penalty: 5398.227539
	Iteration 81Q: 3 clusters Score -6016894 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -6016973.500000 Penalty: 5398.227539
	Iteration 82Q: 3 clusters Score -6016974 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -6017015.000000 Penalty: 5398.227539
	Iteration 83Q: 3 clusters Score -6017015 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -6017076.000000 Penalty: 5398.227539
	Iteration 84Q: 3 clusters Score -6017076 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -6017144.500000 Penalty: 5398.227539
	Iteration 85Q: 3 clusters Score -6017144 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -6017177.500000 Penalty: 5398.227539
	Iteration 86Q: 3 clusters Score -6017178 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -6017227.000000 Penalty: 5398.227539
	Iteration 87Q: 3 clusters Score -6017227 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -6017311.500000 Penalty: 5398.227539
	Iteration 88Q: 3 clusters Score -6017312 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -6017338.500000 Penalty: 5398.227539
	Iteration 89Q: 3 clusters Score -6017338 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -6017419.500000 Penalty: 5398.227539
	Iteration 90Q: 3 clusters Score -6017420 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -6017491.500000 Penalty: 5398.227539
	Iteration 91Q: 3 clusters Score -6017492 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -6017547.500000 Penalty: 5398.227539
	Iteration 92Q: 3 clusters Score -6017548 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -6017606.000000 Penalty: 5398.227539
	Iteration 93Q: 3 clusters Score -6017606 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -6017640.500000 Penalty: 5398.227539
	Iteration 94Q: 3 clusters Score -6017640 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -6017691.500000 Penalty: 5398.227539
	Iteration 95Q: 3 clusters Score -6017692 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -6017720.000000 Penalty: 5398.227539
	Iteration 96Q: 3 clusters Score -6017720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -6017758.000000 Penalty: 5398.227539
	Iteration 97Q: 3 clusters Score -6017758 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -6017777.000000 Penalty: 5398.227539
	Iteration 98Q: 3 clusters Score -6017777 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -6017800.500000 Penalty: 5398.227539
	Iteration 99Q: 3 clusters Score -6017800 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -6017855.000000 Penalty: 5398.227539
	Iteration 100F: 3 clusters Score -6017855 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -6017871.000000 Penalty: 5398.227539
	Iteration 101Q: 3 clusters Score -6017871 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -6017910.000000 Penalty: 5398.227539
	Iteration 102Q: 3 clusters Score -6017910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -6017930.000000 Penalty: 5398.227539
	Iteration 103Q: 3 clusters Score -6017930 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 51967 members 
Entering Unmasked Estep 
Score: -6017954.500000 Penalty: 5398.227539
	Iteration 104Q: 3 clusters Score -6017954 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -6017991.500000 Penalty: 5398.227539
	Iteration 105Q: 3 clusters Score -6017992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -6018019.500000 Penalty: 5398.227539
	Iteration 106Q: 3 clusters Score -6018020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -6018029.500000 Penalty: 5398.227539
	Iteration 107Q: 3 clusters Score -6018030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -6018049.000000 Penalty: 5398.227539
	Iteration 108Q: 3 clusters Score -6018049 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 52206 members 
Entering Unmasked Estep 
Score: -6018073.500000 Penalty: 5398.227539
	Iteration 109Q: 3 clusters Score -6018074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -6018089.000000 Penalty: 5398.227539
	Iteration 110Q: 3 clusters Score -6018089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 52272 members 
Entering Unmasked Estep 
Score: -6018099.000000 Penalty: 5398.227539
	Iteration 111Q: 3 clusters Score -6018099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -6018116.000000 Penalty: 5398.227539
	Iteration 112Q: 3 clusters Score -6018116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 52308 members 
Entering Unmasked Estep 
Score: -6018127.000000 Penalty: 5398.227539
	Iteration 113Q: 3 clusters Score -6018127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -6018123.000000 Penalty: 5398.227539
	Iteration 114Q: 3 clusters Score -6018123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 52341 members 
Entering Unmasked Estep 
Score: -6018135.000000 Penalty: 5398.227539
	Iteration 115Q: 3 clusters Score -6018135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 52350 members 
Entering Unmasked Estep 
Score: -6018146.000000 Penalty: 5398.227539
	Iteration 116Q: 3 clusters Score -6018146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -6018143.000000 Penalty: 5398.227539
	Iteration 117Q: 3 clusters Score -6018143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -6018144.500000 Penalty: 5398.227539
	Iteration 118Q: 3 clusters Score -6018144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -6018138.500000 Penalty: 5398.227539
	Iteration 119Q: 3 clusters Score -6018138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -6018142.000000 Penalty: 5398.227539
	Iteration 120F: 3 clusters Score -6018142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -6018151.000000 Penalty: 5398.227539
	Iteration 121Q: 3 clusters Score -6018151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -6018154.500000 Penalty: 5398.227539
	Iteration 122Q: 3 clusters Score -6018154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 52381 members 
Entering Unmasked Estep 
Score: -6018160.000000 Penalty: 5398.227539
	Iteration 123Q: 3 clusters Score -6018160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -6018165.000000 Penalty: 5398.227539
	Iteration 124Q: 3 clusters Score -6018165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -6018160.500000 Penalty: 5398.227539
	Iteration 125Q: 3 clusters Score -6018160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -6018160.500000 Penalty: 5398.227539
	Iteration 126F: 3 clusters Score -6018160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Entering Unmasked Estep 
Score: -2444043.500000 Penalty: 2474.046631
	Iteration 0F: 2 clusters Score -2444044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2429081.000000 Penalty: 4948.093262
	Iteration 0F: 3 clusters Score -2429081 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2433982.250000 Penalty: 4948.093262
	Iteration 1F: 3 clusters Score -2433982 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2434323.000000 Penalty: 4948.093262
	Iteration 2Q: 3 clusters Score -2434323 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2434562.750000 Penalty: 4948.093262
	Iteration 3Q: 3 clusters Score -2434563 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2434742.250000 Penalty: 4948.093262
	Iteration 4Q: 3 clusters Score -2434742 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2434896.500000 Penalty: 4948.093262
	Iteration 5Q: 3 clusters Score -2434896 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2435040.750000 Penalty: 4948.093262
	Iteration 6Q: 3 clusters Score -2435041 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2435172.000000 Penalty: 4948.093262
	Iteration 7Q: 3 clusters Score -2435172 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2435319.000000 Penalty: 4948.093262
	Iteration 8Q: 3 clusters Score -2435319 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2435494.000000 Penalty: 4948.093262
	Iteration 9Q: 3 clusters Score -2435494 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2435666.000000 Penalty: 4948.093262
	Iteration 10Q: 3 clusters Score -2435666 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2435905.500000 Penalty: 4948.093262
	Iteration 11Q: 3 clusters Score -2435906 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2436229.250000 Penalty: 4948.093262
	Iteration 12Q: 3 clusters Score -2436229 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -2436660.750000 Penalty: 4948.093262
	Iteration 13Q: 3 clusters Score -2436661 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -2437210.750000 Penalty: 4948.093262
	Iteration 14Q: 3 clusters Score -2437211 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2437856.250000 Penalty: 4948.093262
	Iteration 15Q: 3 clusters Score -2437856 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2438517.500000 Penalty: 4948.093262
	Iteration 16Q: 3 clusters Score -2438518 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2439171.250000 Penalty: 4948.093262
	Iteration 17Q: 3 clusters Score -2439171 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2439741.000000 Penalty: 4948.093262
	Iteration 18Q: 3 clusters Score -2439741 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2440266.250000 Penalty: 4948.093262
	Iteration 19Q: 3 clusters Score -2440266 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2440711.000000 Penalty: 4948.093262
	Iteration 20F: 3 clusters Score -2440711 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2441050.250000 Penalty: 4948.093262
	Iteration 21Q: 3 clusters Score -2441050 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2441292.500000 Penalty: 4948.093262
	Iteration 22Q: 3 clusters Score -2441292 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2441481.750000 Penalty: 4948.093262
	Iteration 23Q: 3 clusters Score -2441482 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2441616.500000 Penalty: 4948.093262
	Iteration 24Q: 3 clusters Score -2441616 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2441704.250000 Penalty: 4948.093262
	Iteration 25Q: 3 clusters Score -2441704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2441789.000000 Penalty: 4948.093262
	Iteration 26Q: 3 clusters Score -2441789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2441833.500000 Penalty: 4948.093262
	Iteration 27Q: 3 clusters Score -2441834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2441874.000000 Penalty: 4948.093262
	Iteration 28Q: 3 clusters Score -2441874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2441900.250000 Penalty: 4948.093262
	Iteration 29Q: 3 clusters Score -2441900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2441924.000000 Penalty: 4948.093262
	Iteration 30Q: 3 clusters Score -2441924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2441933.750000 Penalty: 4948.093262
	Iteration 31Q: 3 clusters Score -2441934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2441947.500000 Penalty: 4948.093262
	Iteration 32Q: 3 clusters Score -2441948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2441954.500000 Penalty: 4948.093262
	Iteration 33Q: 3 clusters Score -2441954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -2441962.250000 Penalty: 4948.093262
	Iteration 34Q: 3 clusters Score -2441962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2441967.000000 Penalty: 4948.093262
	Iteration 35Q: 3 clusters Score -2441967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2441972.500000 Penalty: 4948.093262
	Iteration 36Q: 3 clusters Score -2441972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2441970.000000 Penalty: 4948.093262
	Iteration 37Q: 3 clusters Score -2441970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2441972.250000 Penalty: 4948.093262
	Iteration 38Q: 3 clusters Score -2441972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2441972.500000 Penalty: 4948.093262
	Iteration 39Q: 3 clusters Score -2441972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2441973.500000 Penalty: 4948.093262
	Iteration 40F: 3 clusters Score -2441974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Entering Unmasked Estep 
Score: -194438.515625 Penalty: 1902.728516
	Iteration 0F: 2 clusters Score -194438.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -192321.265625 Penalty: 3805.457031
	Iteration 0F: 3 clusters Score -192321.3 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -197388.906250 Penalty: 3805.457031
	Iteration 1F: 3 clusters Score -197388.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -199391.718750 Penalty: 3805.457031
	Iteration 2F: 3 clusters Score -199391.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -199688.437500 Penalty: 3805.457031
	Iteration 3Q: 3 clusters Score -199688.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -199704.953125 Penalty: 3805.457031
	Iteration 4Q: 3 clusters Score -199705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -199727.687500 Penalty: 3805.457031
	Iteration 5Q: 3 clusters Score -199727.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -199736.515625 Penalty: 3805.457031
	Iteration 6Q: 3 clusters Score -199736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -199741.156250 Penalty: 3805.457031
	Iteration 7Q: 3 clusters Score -199741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -199741.156250 Penalty: 3805.457031
	Iteration 8F: 3 clusters Score -199741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 28408 members 
Mstep: Class 3 contains 29836 members 
Mstep: Class 4 contains 2350 members 
Mstep: Class 5 contains 6222 members 
Mstep: Class 6 contains 7502 members 
Mstep: Class 7 contains 87244 members 
Mstep: Class 8 contains 1780 members 
Mstep: Class 10 contains 79965 members 
Mstep: Class 11 contains 42264 members 
Mstep: Class 13 contains 41161 members 
Mstep: Class 14 contains 127858 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 32569 members 
Mstep: Class 18 contains 323612 members 
Mstep: Class 19 contains 53291 members 
Mstep: Class 20 contains 21504 members 
Mstep: Class 22 contains 368 members 
Entering Unmasked Estep 
Score: -97999376.000000 Penalty: 64607.523438
Splitting cluster 22 changes total score from -97994176.000000 to -97999376.000000
So it's getting split into cluster 8.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 28408 members 
Mstep: Class 3 contains 29836 members 
Mstep: Class 5 contains 6222 members 
Mstep: Class 6 contains 7502 members 
Mstep: Class 7 contains 87244 members 
Mstep: Class 10 contains 79965 members 
Mstep: Class 11 contains 42264 members 
Mstep: Class 13 contains 41161 members 
Mstep: Class 14 contains 127858 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 32569 members 
Mstep: Class 18 contains 323612 members 
Mstep: Class 19 contains 53291 members 
Mstep: Class 20 contains 21504 members 
Mstep: Class 22 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000600.000000 Penalty: 64607.523438
Iteration 39Q: 20 clusters Score -9.80006e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 28444 members 
Mstep: Class 3 contains 29823 members 
Mstep: Class 4 contains 2605 members 
Mstep: Class 5 contains 6203 members 
Mstep: Class 6 contains 7520 members 
Mstep: Class 7 contains 87296 members 
Mstep: Class 8 contains 1790 members 
Mstep: Class 10 contains 79950 members 
Mstep: Class 11 contains 42599 members 
Mstep: Class 13 contains 41110 members 
Mstep: Class 14 contains 128716 members 
Mstep: Class 15 contains 9318 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 32526 members 
Mstep: Class 18 contains 322609 members 
Mstep: Class 19 contains 52849 members 
Mstep: Class 20 contains 21522 members 
Mstep: Class 22 contains 367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98003224.000000 Penalty: 64607.523438
Iteration 40F: 20 clusters Score -9.800322e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 28445 members 
Mstep: Class 3 contains 29807 members 
Mstep: Class 4 contains 2840 members 
Mstep: Class 5 contains 6214 members 
Mstep: Class 6 contains 7611 members 
Mstep: Class 7 contains 87258 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 79913 members 
Mstep: Class 11 contains 42618 members 
Mstep: Class 13 contains 41005 members 
Mstep: Class 14 contains 129285 members 
Mstep: Class 15 contains 9311 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 32423 members 
Mstep: Class 18 contains 322485 members 
Mstep: Class 19 contains 52354 members 
Mstep: Class 20 contains 21516 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98003864.000000 Penalty: 64607.523438
Iteration 41Q: 20 clusters Score -9.800386e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 28459 members 
Mstep: Class 3 contains 29798 members 
Mstep: Class 4 contains 3007 members 
Mstep: Class 5 contains 6236 members 
Mstep: Class 6 contains 7675 members 
Mstep: Class 7 contains 87219 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 79921 members 
Mstep: Class 11 contains 42542 members 
Mstep: Class 13 contains 40879 members 
Mstep: Class 14 contains 129786 members 
Mstep: Class 15 contains 9307 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 32326 members 
Mstep: Class 18 contains 322532 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 21515 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98004440.000000 Penalty: 64607.523438
Iteration 42Q: 20 clusters Score -9.800444e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 28481 members 
Mstep: Class 3 contains 29789 members 
Mstep: Class 4 contains 3128 members 
Mstep: Class 5 contains 6258 members 
Mstep: Class 6 contains 7708 members 
Mstep: Class 7 contains 87185 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 79933 members 
Mstep: Class 11 contains 42420 members 
Mstep: Class 13 contains 40774 members 
Mstep: Class 14 contains 130274 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 32235 members 
Mstep: Class 18 contains 322618 members 
Mstep: Class 19 contains 51450 members 
Mstep: Class 20 contains 21523 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98004576.000000 Penalty: 64607.523438
Iteration 43Q: 20 clusters Score -9.800458e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 28490 members 
Mstep: Class 3 contains 29771 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 6281 members 
Mstep: Class 6 contains 7750 members 
Mstep: Class 7 contains 87153 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 79953 members 
Mstep: Class 11 contains 42311 members 
Mstep: Class 13 contains 40676 members 
Mstep: Class 14 contains 130743 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 32167 members 
Mstep: Class 18 contains 322648 members 
Mstep: Class 19 contains 51074 members 
Mstep: Class 20 contains 21526 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98004672.000000 Penalty: 64607.523438
Iteration 44Q: 20 clusters Score -9.800467e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 28505 members 
Mstep: Class 3 contains 29749 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 6299 members 
Mstep: Class 6 contains 7781 members 
Mstep: Class 7 contains 87136 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 79956 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 13 contains 40575 members 
Mstep: Class 14 contains 131209 members 
Mstep: Class 15 contains 9286 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 32103 members 
Mstep: Class 18 contains 322650 members 
Mstep: Class 19 contains 50717 members 
Mstep: Class 20 contains 21532 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98004880.000000 Penalty: 64607.523438
Iteration 45Q: 20 clusters Score -9.800488e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 28517 members 
Mstep: Class 3 contains 29731 members 
Mstep: Class 4 contains 3435 members 
Mstep: Class 5 contains 6315 members 
Mstep: Class 6 contains 7808 members 
Mstep: Class 7 contains 87123 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 79975 members 
Mstep: Class 11 contains 42141 members 
Mstep: Class 13 contains 40486 members 
Mstep: Class 14 contains 131615 members 
Mstep: Class 15 contains 9283 members 
Mstep: Class 16 contains 2762 members 
Mstep: Class 17 contains 32042 members 
Mstep: Class 18 contains 322673 members 
Mstep: Class 19 contains 50402 members 
Mstep: Class 20 contains 21526 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98004992.000000 Penalty: 64607.523438
Iteration 46Q: 20 clusters Score -9.800499e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 28533 members 
Mstep: Class 3 contains 29727 members 
Mstep: Class 4 contains 3506 members 
Mstep: Class 5 contains 6323 members 
Mstep: Class 6 contains 7837 members 
Mstep: Class 7 contains 87113 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 79998 members 
Mstep: Class 11 contains 42087 members 
Mstep: Class 13 contains 40407 members 
Mstep: Class 14 contains 132027 members 
Mstep: Class 15 contains 9281 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31979 members 
Mstep: Class 18 contains 322647 members 
Mstep: Class 19 contains 50075 members 
Mstep: Class 20 contains 21534 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98004656.000000 Penalty: 64607.523438
Iteration 47Q: 20 clusters Score -9.800466e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 28548 members 
Mstep: Class 3 contains 29708 members 
Mstep: Class 4 contains 3563 members 
Mstep: Class 5 contains 6327 members 
Mstep: Class 6 contains 7855 members 
Mstep: Class 7 contains 87111 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80023 members 
Mstep: Class 11 contains 42039 members 
Mstep: Class 13 contains 40340 members 
Mstep: Class 14 contains 132434 members 
Mstep: Class 15 contains 9276 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 31924 members 
Mstep: Class 18 contains 322639 members 
Mstep: Class 19 contains 49765 members 
Mstep: Class 20 contains 21523 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98004992.000000 Penalty: 64607.523438
Iteration 48Q: 20 clusters Score -9.800499e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 28569 members 
Mstep: Class 3 contains 29706 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 6331 members 
Mstep: Class 6 contains 7873 members 
Mstep: Class 7 contains 87104 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80049 members 
Mstep: Class 11 contains 41997 members 
Mstep: Class 13 contains 40279 members 
Mstep: Class 14 contains 132820 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31884 members 
Mstep: Class 18 contains 322620 members 
Mstep: Class 19 contains 49446 members 
Mstep: Class 20 contains 21507 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98005152.000000 Penalty: 64607.523438
Iteration 49Q: 20 clusters Score -9.800515e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 28591 members 
Mstep: Class 3 contains 29699 members 
Mstep: Class 4 contains 3654 members 
Mstep: Class 5 contains 6339 members 
Mstep: Class 6 contains 7888 members 
Mstep: Class 7 contains 87084 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80083 members 
Mstep: Class 11 contains 41983 members 
Mstep: Class 13 contains 40219 members 
Mstep: Class 14 contains 133190 members 
Mstep: Class 15 contains 9272 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 31845 members 
Mstep: Class 18 contains 322599 members 
Mstep: Class 19 contains 49134 members 
Mstep: Class 20 contains 21493 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98005216.000000 Penalty: 64607.523438
Iteration 50Q: 20 clusters Score -9.800522e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 1536 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 28606 members 
Mstep: Class 3 contains 29691 members 
Mstep: Class 4 contains 3691 members 
Mstep: Class 5 contains 6345 members 
Mstep: Class 6 contains 7904 members 
Mstep: Class 7 contains 87074 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80134 members 
Mstep: Class 11 contains 41973 members 
Mstep: Class 13 contains 40142 members 
Mstep: Class 14 contains 133518 members 
Mstep: Class 15 contains 9272 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 31805 members 
Mstep: Class 18 contains 322599 members 
Mstep: Class 19 contains 48835 members 
Mstep: Class 20 contains 21482 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98005384.000000 Penalty: 64607.523438
Iteration 51Q: 20 clusters Score -9.800538e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 28610 members 
Mstep: Class 3 contains 29685 members 
Mstep: Class 4 contains 3730 members 
Mstep: Class 5 contains 6360 members 
Mstep: Class 6 contains 7921 members 
Mstep: Class 7 contains 87064 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80181 members 
Mstep: Class 11 contains 41963 members 
Mstep: Class 13 contains 40066 members 
Mstep: Class 14 contains 133852 members 
Mstep: Class 15 contains 9272 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 31757 members 
Mstep: Class 18 contains 322564 members 
Mstep: Class 19 contains 48558 members 
Mstep: Class 20 contains 21488 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98005368.000000 Penalty: 64607.523438
Iteration 52Q: 20 clusters Score -9.800537e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 28615 members 
Mstep: Class 3 contains 29676 members 
Mstep: Class 4 contains 3768 members 
Mstep: Class 5 contains 6371 members 
Mstep: Class 6 contains 7933 members 
Mstep: Class 7 contains 87042 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80217 members 
Mstep: Class 11 contains 41948 members 
Mstep: Class 13 contains 39989 members 
Mstep: Class 14 contains 134185 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 31731 members 
Mstep: Class 18 contains 322509 members 
Mstep: Class 19 contains 48313 members 
Mstep: Class 20 contains 21496 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98005536.000000 Penalty: 64607.523438
Iteration 53Q: 20 clusters Score -9.800554e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 28625 members 
Mstep: Class 3 contains 29657 members 
Mstep: Class 4 contains 3796 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 7942 members 
Mstep: Class 7 contains 87024 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80275 members 
Mstep: Class 11 contains 41937 members 
Mstep: Class 13 contains 39918 members 
Mstep: Class 14 contains 134505 members 
Mstep: Class 15 contains 9274 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31695 members 
Mstep: Class 18 contains 322465 members 
Mstep: Class 19 contains 48074 members 
Mstep: Class 20 contains 21498 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98005416.000000 Penalty: 64607.523438
Iteration 54Q: 20 clusters Score -9.800542e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 28636 members 
Mstep: Class 3 contains 29639 members 
Mstep: Class 4 contains 3824 members 
Mstep: Class 5 contains 6390 members 
Mstep: Class 6 contains 7953 members 
Mstep: Class 7 contains 87002 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80336 members 
Mstep: Class 11 contains 41928 members 
Mstep: Class 13 contains 39853 members 
Mstep: Class 14 contains 134832 members 
Mstep: Class 15 contains 9276 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31665 members 
Mstep: Class 18 contains 322373 members 
Mstep: Class 19 contains 47858 members 
Mstep: Class 20 contains 21502 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98005712.000000 Penalty: 64607.523438
Iteration 55Q: 20 clusters Score -9.800571e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 28651 members 
Mstep: Class 3 contains 29634 members 
Mstep: Class 4 contains 3847 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 7957 members 
Mstep: Class 7 contains 86983 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80394 members 
Mstep: Class 11 contains 41917 members 
Mstep: Class 13 contains 39789 members 
Mstep: Class 14 contains 135124 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31626 members 
Mstep: Class 18 contains 322325 members 
Mstep: Class 19 contains 47643 members 
Mstep: Class 20 contains 21503 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98005776.000000 Penalty: 64607.523438
Iteration 56Q: 20 clusters Score -9.800578e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28663 members 
Mstep: Class 3 contains 29623 members 
Mstep: Class 4 contains 3863 members 
Mstep: Class 5 contains 6405 members 
Mstep: Class 6 contains 7958 members 
Mstep: Class 7 contains 86975 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80450 members 
Mstep: Class 11 contains 41912 members 
Mstep: Class 13 contains 39710 members 
Mstep: Class 14 contains 135395 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 31585 members 
Mstep: Class 18 contains 322283 members 
Mstep: Class 19 contains 47463 members 
Mstep: Class 20 contains 21506 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98005840.000000 Penalty: 64607.523438
Iteration 57Q: 20 clusters Score -9.800584e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28669 members 
Mstep: Class 3 contains 29614 members 
Mstep: Class 4 contains 3872 members 
Mstep: Class 5 contains 6412 members 
Mstep: Class 6 contains 7960 members 
Mstep: Class 7 contains 86963 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80486 members 
Mstep: Class 11 contains 41903 members 
Mstep: Class 13 contains 39635 members 
Mstep: Class 14 contains 135676 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 31545 members 
Mstep: Class 18 contains 322251 members 
Mstep: Class 19 contains 47301 members 
Mstep: Class 20 contains 21503 members 
Mstep: Class 22 contains 369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006080.000000 Penalty: 64607.523438
Iteration 58Q: 20 clusters Score -9.800608e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28686 members 
Mstep: Class 3 contains 29600 members 
Mstep: Class 4 contains 3879 members 
Mstep: Class 5 contains 6413 members 
Mstep: Class 6 contains 7968 members 
Mstep: Class 7 contains 86949 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80512 members 
Mstep: Class 11 contains 41901 members 
Mstep: Class 13 contains 39558 members 
Mstep: Class 14 contains 135927 members 
Mstep: Class 15 contains 9272 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 31507 members 
Mstep: Class 18 contains 322236 members 
Mstep: Class 19 contains 47156 members 
Mstep: Class 20 contains 21500 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98005968.000000 Penalty: 64607.523438
Iteration 59Q: 20 clusters Score -9.800597e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28699 members 
Mstep: Class 3 contains 29595 members 
Mstep: Class 4 contains 3886 members 
Mstep: Class 5 contains 6414 members 
Mstep: Class 6 contains 7973 members 
Mstep: Class 7 contains 86928 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80537 members 
Mstep: Class 11 contains 41898 members 
Mstep: Class 13 contains 39492 members 
Mstep: Class 14 contains 136167 members 
Mstep: Class 15 contains 9274 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 31486 members 
Mstep: Class 18 contains 322189 members 
Mstep: Class 19 contains 47030 members 
Mstep: Class 20 contains 21496 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98005984.000000 Penalty: 64607.523438
Iteration 60F: 20 clusters Score -9.800598e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28708 members 
Mstep: Class 3 contains 29584 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 6416 members 
Mstep: Class 6 contains 7979 members 
Mstep: Class 7 contains 86912 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80570 members 
Mstep: Class 11 contains 41892 members 
Mstep: Class 13 contains 39438 members 
Mstep: Class 14 contains 136357 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 31468 members 
Mstep: Class 18 contains 322176 members 
Mstep: Class 19 contains 46905 members 
Mstep: Class 20 contains 21492 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006088.000000 Penalty: 64607.523438
Iteration 61Q: 20 clusters Score -9.800609e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28713 members 
Mstep: Class 3 contains 29580 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 6418 members 
Mstep: Class 6 contains 7985 members 
Mstep: Class 7 contains 86903 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80611 members 
Mstep: Class 11 contains 41887 members 
Mstep: Class 13 contains 39370 members 
Mstep: Class 14 contains 136577 members 
Mstep: Class 15 contains 9274 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 31455 members 
Mstep: Class 18 contains 322141 members 
Mstep: Class 19 contains 46760 members 
Mstep: Class 20 contains 21494 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006280.000000 Penalty: 64607.523438
Iteration 62Q: 20 clusters Score -9.800628e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28724 members 
Mstep: Class 3 contains 29572 members 
Mstep: Class 4 contains 3901 members 
Mstep: Class 5 contains 6418 members 
Mstep: Class 6 contains 7991 members 
Mstep: Class 7 contains 86883 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80655 members 
Mstep: Class 11 contains 41882 members 
Mstep: Class 13 contains 39313 members 
Mstep: Class 14 contains 136785 members 
Mstep: Class 15 contains 9271 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 31438 members 
Mstep: Class 18 contains 322130 members 
Mstep: Class 19 contains 46605 members 
Mstep: Class 20 contains 21495 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006088.000000 Penalty: 64607.523438
Iteration 63Q: 20 clusters Score -9.800609e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28734 members 
Mstep: Class 3 contains 29567 members 
Mstep: Class 4 contains 3911 members 
Mstep: Class 5 contains 6421 members 
Mstep: Class 6 contains 7995 members 
Mstep: Class 7 contains 86866 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80698 members 
Mstep: Class 11 contains 41876 members 
Mstep: Class 13 contains 39261 members 
Mstep: Class 14 contains 136972 members 
Mstep: Class 15 contains 9272 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 31417 members 
Mstep: Class 18 contains 322103 members 
Mstep: Class 19 contains 46472 members 
Mstep: Class 20 contains 21498 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006248.000000 Penalty: 64607.523438
Iteration 64Q: 20 clusters Score -9.800625e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28745 members 
Mstep: Class 3 contains 29562 members 
Mstep: Class 4 contains 3918 members 
Mstep: Class 5 contains 6424 members 
Mstep: Class 6 contains 7997 members 
Mstep: Class 7 contains 86842 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80733 members 
Mstep: Class 11 contains 41872 members 
Mstep: Class 13 contains 39198 members 
Mstep: Class 14 contains 137161 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 31399 members 
Mstep: Class 18 contains 322107 members 
Mstep: Class 19 contains 46345 members 
Mstep: Class 20 contains 21496 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006168.000000 Penalty: 64607.523438
Iteration 65Q: 20 clusters Score -9.800617e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28747 members 
Mstep: Class 3 contains 29556 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 6425 members 
Mstep: Class 6 contains 7997 members 
Mstep: Class 7 contains 86833 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80762 members 
Mstep: Class 11 contains 41869 members 
Mstep: Class 13 contains 39134 members 
Mstep: Class 14 contains 137361 members 
Mstep: Class 15 contains 9263 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 31372 members 
Mstep: Class 18 contains 322104 members 
Mstep: Class 19 contains 46221 members 
Mstep: Class 20 contains 21495 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006232.000000 Penalty: 64607.523438
Iteration 66Q: 20 clusters Score -9.800623e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28752 members 
Mstep: Class 3 contains 29549 members 
Mstep: Class 4 contains 3927 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 8000 members 
Mstep: Class 7 contains 86821 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80788 members 
Mstep: Class 11 contains 41873 members 
Mstep: Class 13 contains 39077 members 
Mstep: Class 14 contains 137556 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 31349 members 
Mstep: Class 18 contains 322096 members 
Mstep: Class 19 contains 46088 members 
Mstep: Class 20 contains 21495 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006264.000000 Penalty: 64607.523438
Iteration 67Q: 20 clusters Score -9.800626e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28759 members 
Mstep: Class 3 contains 29542 members 
Mstep: Class 4 contains 3929 members 
Mstep: Class 5 contains 6430 members 
Mstep: Class 6 contains 8004 members 
Mstep: Class 7 contains 86811 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80819 members 
Mstep: Class 11 contains 41874 members 
Mstep: Class 13 contains 39023 members 
Mstep: Class 14 contains 137779 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 31324 members 
Mstep: Class 18 contains 322053 members 
Mstep: Class 19 contains 45961 members 
Mstep: Class 20 contains 21490 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006344.000000 Penalty: 64607.523438
Iteration 68Q: 20 clusters Score -9.800634e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28757 members 
Mstep: Class 3 contains 29533 members 
Mstep: Class 4 contains 3933 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 8008 members 
Mstep: Class 7 contains 86805 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80857 members 
Mstep: Class 11 contains 41875 members 
Mstep: Class 13 contains 38973 members 
Mstep: Class 14 contains 138000 members 
Mstep: Class 15 contains 9269 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 17 contains 31305 members 
Mstep: Class 18 contains 322004 members 
Mstep: Class 19 contains 45822 members 
Mstep: Class 20 contains 21489 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006440.000000 Penalty: 64607.523438
Iteration 69Q: 20 clusters Score -9.800644e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28760 members 
Mstep: Class 3 contains 29532 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 8012 members 
Mstep: Class 7 contains 86791 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80903 members 
Mstep: Class 11 contains 41868 members 
Mstep: Class 13 contains 38922 members 
Mstep: Class 14 contains 138201 members 
Mstep: Class 15 contains 9270 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 31294 members 
Mstep: Class 18 contains 321967 members 
Mstep: Class 19 contains 45688 members 
Mstep: Class 20 contains 21481 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006552.000000 Penalty: 64607.523438
Iteration 70Q: 20 clusters Score -9.800655e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28765 members 
Mstep: Class 3 contains 29526 members 
Mstep: Class 4 contains 3948 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 8014 members 
Mstep: Class 7 contains 86787 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80948 members 
Mstep: Class 11 contains 41868 members 
Mstep: Class 13 contains 38877 members 
Mstep: Class 14 contains 138394 members 
Mstep: Class 15 contains 9269 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 31287 members 
Mstep: Class 18 contains 321925 members 
Mstep: Class 19 contains 45542 members 
Mstep: Class 20 contains 21477 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006512.000000 Penalty: 64607.523438
Iteration 71Q: 20 clusters Score -9.800651e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28769 members 
Mstep: Class 3 contains 29526 members 
Mstep: Class 4 contains 3956 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 8017 members 
Mstep: Class 7 contains 86771 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 80994 members 
Mstep: Class 11 contains 41866 members 
Mstep: Class 13 contains 38839 members 
Mstep: Class 14 contains 138551 members 
Mstep: Class 15 contains 9270 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 31277 members 
Mstep: Class 18 contains 321913 members 
Mstep: Class 19 contains 45400 members 
Mstep: Class 20 contains 21476 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006584.000000 Penalty: 64607.523438
Iteration 72Q: 20 clusters Score -9.800658e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28769 members 
Mstep: Class 3 contains 29522 members 
Mstep: Class 4 contains 3964 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 8020 members 
Mstep: Class 7 contains 86764 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81044 members 
Mstep: Class 11 contains 41861 members 
Mstep: Class 13 contains 38805 members 
Mstep: Class 14 contains 138729 members 
Mstep: Class 15 contains 9269 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31261 members 
Mstep: Class 18 contains 321889 members 
Mstep: Class 19 contains 45248 members 
Mstep: Class 20 contains 21476 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006696.000000 Penalty: 64607.523438
Iteration 73Q: 20 clusters Score -9.80067e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28774 members 
Mstep: Class 3 contains 29517 members 
Mstep: Class 4 contains 3969 members 
Mstep: Class 5 contains 6440 members 
Mstep: Class 6 contains 8019 members 
Mstep: Class 7 contains 86748 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81089 members 
Mstep: Class 11 contains 41855 members 
Mstep: Class 13 contains 38770 members 
Mstep: Class 14 contains 138920 members 
Mstep: Class 15 contains 9270 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31242 members 
Mstep: Class 18 contains 321887 members 
Mstep: Class 19 contains 45086 members 
Mstep: Class 20 contains 21475 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006616.000000 Penalty: 64607.523438
Iteration 74Q: 20 clusters Score -9.800662e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28768 members 
Mstep: Class 3 contains 29514 members 
Mstep: Class 4 contains 3974 members 
Mstep: Class 5 contains 6445 members 
Mstep: Class 6 contains 8021 members 
Mstep: Class 7 contains 86723 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81150 members 
Mstep: Class 11 contains 41852 members 
Mstep: Class 13 contains 38732 members 
Mstep: Class 14 contains 139109 members 
Mstep: Class 15 contains 9270 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31233 members 
Mstep: Class 18 contains 321892 members 
Mstep: Class 19 contains 44899 members 
Mstep: Class 20 contains 21479 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006448.000000 Penalty: 64607.523438
Iteration 75Q: 20 clusters Score -9.800645e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28762 members 
Mstep: Class 3 contains 29517 members 
Mstep: Class 4 contains 3983 members 
Mstep: Class 5 contains 6455 members 
Mstep: Class 6 contains 8023 members 
Mstep: Class 7 contains 86698 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81203 members 
Mstep: Class 11 contains 41846 members 
Mstep: Class 13 contains 38690 members 
Mstep: Class 14 contains 139312 members 
Mstep: Class 15 contains 9270 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31230 members 
Mstep: Class 18 contains 321873 members 
Mstep: Class 19 contains 44719 members 
Mstep: Class 20 contains 21480 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006640.000000 Penalty: 64607.523438
Iteration 76Q: 20 clusters Score -9.800664e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28760 members 
Mstep: Class 3 contains 29513 members 
Mstep: Class 4 contains 3989 members 
Mstep: Class 5 contains 6467 members 
Mstep: Class 6 contains 8023 members 
Mstep: Class 7 contains 86687 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81256 members 
Mstep: Class 11 contains 41844 members 
Mstep: Class 13 contains 38666 members 
Mstep: Class 14 contains 139488 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31222 members 
Mstep: Class 18 contains 321845 members 
Mstep: Class 19 contains 44556 members 
Mstep: Class 20 contains 21479 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006616.000000 Penalty: 64607.523438
Iteration 77Q: 20 clusters Score -9.800662e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28759 members 
Mstep: Class 3 contains 29511 members 
Mstep: Class 4 contains 3994 members 
Mstep: Class 5 contains 6478 members 
Mstep: Class 6 contains 8024 members 
Mstep: Class 7 contains 86676 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81306 members 
Mstep: Class 11 contains 41840 members 
Mstep: Class 13 contains 38626 members 
Mstep: Class 14 contains 139671 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31212 members 
Mstep: Class 18 contains 321817 members 
Mstep: Class 19 contains 44398 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006728.000000 Penalty: 64607.523438
Iteration 78Q: 20 clusters Score -9.800673e+07 nChanged 404
Entering ConstructFrom: 
Score: -98006728.000000 Penalty: 64607.523438
Entering ConstructFrom: 
Trying to split cluster 1 (1491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Entering Unmasked Estep 
Score: -146919.921875 Penalty: 1812.186157
	Iteration 0F: 2 clusters Score -146919.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -144857.906250 Penalty: 3624.372314
	Iteration 0F: 3 clusters Score -144857.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -145912.562500 Penalty: 3624.372314
	Iteration 1F: 3 clusters Score -145912.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -146880.765625 Penalty: 3624.372314
	Iteration 2F: 3 clusters Score -146880.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -147308.171875 Penalty: 3624.372314
	Iteration 3F: 3 clusters Score -147308.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -147493.234375 Penalty: 3624.372314
	Iteration 4F: 3 clusters Score -147493.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -147598.328125 Penalty: 3624.372314
	Iteration 5Q: 3 clusters Score -147598.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -147668.812500 Penalty: 3624.372314
	Iteration 6Q: 3 clusters Score -147668.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -147707.781250 Penalty: 3624.372314
	Iteration 7Q: 3 clusters Score -147707.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -147718.250000 Penalty: 3624.372314
	Iteration 8Q: 3 clusters Score -147718.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -147725.859375 Penalty: 3624.372314
	Iteration 9Q: 3 clusters Score -147725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -147729.953125 Penalty: 3624.372314
	Iteration 10Q: 3 clusters Score -147730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -147730.765625 Penalty: 3624.372314
	Iteration 11Q: 3 clusters Score -147730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -147730.765625 Penalty: 3624.372314
	Iteration 12F: 3 clusters Score -147730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 28764 members 
Mstep: Class 3 contains 29513 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 8028 members 
Mstep: Class 7 contains 86662 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 81364 members 
Mstep: Class 11 contains 41834 members 
Mstep: Class 13 contains 38586 members 
Mstep: Class 14 contains 139838 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31197 members 
Mstep: Class 18 contains 321777 members 
Mstep: Class 19 contains 44268 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
Score: -98006384.000000 Penalty: 68007.921875
Splitting cluster 1 changes total score from -98006728.000000 to -98006384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (28764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Entering Unmasked Estep 
Score: -3002346.250000 Penalty: 2546.186279
	Iteration 0F: 2 clusters Score -3002346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2982612.750000 Penalty: 5092.372559
	Iteration 0F: 3 clusters Score -2982613 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2989553.000000 Penalty: 5092.372559
	Iteration 1F: 3 clusters Score -2989553 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2990144.000000 Penalty: 5092.372559
	Iteration 2F: 3 clusters Score -2990144 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2990776.750000 Penalty: 5092.372559
	Iteration 3F: 3 clusters Score -2990777 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2991466.750000 Penalty: 5092.372559
	Iteration 4F: 3 clusters Score -2991467 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -2992077.750000 Penalty: 5092.372559
	Iteration 5Q: 3 clusters Score -2992078 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2992747.000000 Penalty: 5092.372559
	Iteration 6Q: 3 clusters Score -2992747 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2993433.000000 Penalty: 5092.372559
	Iteration 7Q: 3 clusters Score -2993433 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2994162.750000 Penalty: 5092.372559
	Iteration 8Q: 3 clusters Score -2994163 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2994752.250000 Penalty: 5092.372559
	Iteration 9Q: 3 clusters Score -2994752 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2995295.000000 Penalty: 5092.372559
	Iteration 10Q: 3 clusters Score -2995295 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2995772.250000 Penalty: 5092.372559
	Iteration 11Q: 3 clusters Score -2995772 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2996184.000000 Penalty: 5092.372559
	Iteration 12Q: 3 clusters Score -2996184 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2996569.500000 Penalty: 5092.372559
	Iteration 13Q: 3 clusters Score -2996570 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2996871.250000 Penalty: 5092.372559
	Iteration 14Q: 3 clusters Score -2996871 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2997120.750000 Penalty: 5092.372559
	Iteration 15Q: 3 clusters Score -2997121 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2997340.750000 Penalty: 5092.372559
	Iteration 16Q: 3 clusters Score -2997341 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2997508.000000 Penalty: 5092.372559
	Iteration 17Q: 3 clusters Score -2997508 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2997644.000000 Penalty: 5092.372559
	Iteration 18Q: 3 clusters Score -2997644 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2997763.000000 Penalty: 5092.372559
	Iteration 19Q: 3 clusters Score -2997763 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2997855.500000 Penalty: 5092.372559
	Iteration 20F: 3 clusters Score -2997856 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2997959.000000 Penalty: 5092.372559
	Iteration 21Q: 3 clusters Score -2997959 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2998077.500000 Penalty: 5092.372559
	Iteration 22Q: 3 clusters Score -2998078 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2998207.750000 Penalty: 5092.372559
	Iteration 23Q: 3 clusters Score -2998208 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2998386.000000 Penalty: 5092.372559
	Iteration 24Q: 3 clusters Score -2998386 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2998570.750000 Penalty: 5092.372559
	Iteration 25Q: 3 clusters Score -2998571 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2998820.750000 Penalty: 5092.372559
	Iteration 26Q: 3 clusters Score -2998821 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2999033.500000 Penalty: 5092.372559
	Iteration 27Q: 3 clusters Score -2999034 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2999251.250000 Penalty: 5092.372559
	Iteration 28Q: 3 clusters Score -2999251 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2999424.000000 Penalty: 5092.372559
	Iteration 29Q: 3 clusters Score -2999424 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2999530.750000 Penalty: 5092.372559
	Iteration 30Q: 3 clusters Score -2999531 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2999584.500000 Penalty: 5092.372559
	Iteration 31Q: 3 clusters Score -2999584 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2999608.750000 Penalty: 5092.372559
	Iteration 32Q: 3 clusters Score -2999609 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2999624.250000 Penalty: 5092.372559
	Iteration 33Q: 3 clusters Score -2999624 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -2999642.500000 Penalty: 5092.372559
	Iteration 34Q: 3 clusters Score -2999642 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2999655.250000 Penalty: 5092.372559
	Iteration 35Q: 3 clusters Score -2999655 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2999645.250000 Penalty: 5092.372559
	Iteration 36Q: 3 clusters Score -2999645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2999646.750000 Penalty: 5092.372559
	Iteration 37Q: 3 clusters Score -2999647 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -2999652.000000 Penalty: 5092.372559
	Iteration 38Q: 3 clusters Score -2999652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2999656.000000 Penalty: 5092.372559
	Iteration 39Q: 3 clusters Score -2999656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2999666.250000 Penalty: 5092.372559
	Iteration 40F: 3 clusters Score -2999666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2999672.750000 Penalty: 5092.372559
	Iteration 41Q: 3 clusters Score -2999673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2999667.750000 Penalty: 5092.372559
	Iteration 42Q: 3 clusters Score -2999668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2999674.250000 Penalty: 5092.372559
	Iteration 43Q: 3 clusters Score -2999674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -2999683.250000 Penalty: 5092.372559
	Iteration 44Q: 3 clusters Score -2999683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2999675.250000 Penalty: 5092.372559
	Iteration 45Q: 3 clusters Score -2999675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2999686.750000 Penalty: 5092.372559
	Iteration 46Q: 3 clusters Score -2999687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2999676.000000 Penalty: 5092.372559
	Iteration 47Q: 3 clusters Score -2999676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2999679.250000 Penalty: 5092.372559
	Iteration 48Q: 3 clusters Score -2999679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2999679.250000 Penalty: 5092.372559
	Iteration 49Q: 3 clusters Score -2999679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2999676.000000 Penalty: 5092.372559
	Iteration 50Q: 3 clusters Score -2999676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2999670.500000 Penalty: 5092.372559
	Iteration 51Q: 3 clusters Score -2999670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2999684.500000 Penalty: 5092.372559
	Iteration 52Q: 3 clusters Score -2999684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2999684.250000 Penalty: 5092.372559
	Iteration 53Q: 3 clusters Score -2999684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2999685.250000 Penalty: 5092.372559
	Iteration 54Q: 3 clusters Score -2999685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2999699.750000 Penalty: 5092.372559
	Iteration 55Q: 3 clusters Score -2999700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2999703.250000 Penalty: 5092.372559
	Iteration 56Q: 3 clusters Score -2999703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2999697.500000 Penalty: 5092.372559
	Iteration 57Q: 3 clusters Score -2999698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2999700.750000 Penalty: 5092.372559
	Iteration 58Q: 3 clusters Score -2999701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2999696.750000 Penalty: 5092.372559
	Iteration 59Q: 3 clusters Score -2999697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2999697.500000 Penalty: 5092.372559
	Iteration 60F: 3 clusters Score -2999698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2999702.000000 Penalty: 5092.372559
	Iteration 61Q: 3 clusters Score -2999702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2999701.500000 Penalty: 5092.372559
	Iteration 62Q: 3 clusters Score -2999702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2999692.500000 Penalty: 5092.372559
	Iteration 63Q: 3 clusters Score -2999692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2999691.750000 Penalty: 5092.372559
	Iteration 64Q: 3 clusters Score -2999692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2999696.750000 Penalty: 5092.372559
	Iteration 65Q: 3 clusters Score -2999697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2999704.250000 Penalty: 5092.372559
	Iteration 66Q: 3 clusters Score -2999704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2999710.750000 Penalty: 5092.372559
	Iteration 67Q: 3 clusters Score -2999711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2999710.500000 Penalty: 5092.372559
	Iteration 68Q: 3 clusters Score -2999710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2999716.500000 Penalty: 5092.372559
	Iteration 69Q: 3 clusters Score -2999716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2999716.500000 Penalty: 5092.372559
	Iteration 70Q: 3 clusters Score -2999716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2999718.250000 Penalty: 5092.372559
	Iteration 71Q: 3 clusters Score -2999718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2999728.500000 Penalty: 5092.372559
	Iteration 72Q: 3 clusters Score -2999728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2999732.750000 Penalty: 5092.372559
	Iteration 73Q: 3 clusters Score -2999733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2999730.250000 Penalty: 5092.372559
	Iteration 74Q: 3 clusters Score -2999730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2999731.500000 Penalty: 5092.372559
	Iteration 75Q: 3 clusters Score -2999732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2999724.750000 Penalty: 5092.372559
	Iteration 76Q: 3 clusters Score -2999725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2999731.500000 Penalty: 5092.372559
	Iteration 77Q: 3 clusters Score -2999732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2999730.500000 Penalty: 5092.372559
	Iteration 78Q: 3 clusters Score -2999730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2999736.250000 Penalty: 5092.372559
	Iteration 79Q: 3 clusters Score -2999736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2999740.000000 Penalty: 5092.372559
	Iteration 80F: 3 clusters Score -2999740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2999749.500000 Penalty: 5092.372559
	Iteration 81Q: 3 clusters Score -2999750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2999742.750000 Penalty: 5092.372559
	Iteration 82Q: 3 clusters Score -2999743 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2999753.000000 Penalty: 5092.372559
	Iteration 83Q: 3 clusters Score -2999753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2999752.250000 Penalty: 5092.372559
	Iteration 84Q: 3 clusters Score -2999752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2999760.750000 Penalty: 5092.372559
	Iteration 85Q: 3 clusters Score -2999761 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2999764.000000 Penalty: 5092.372559
	Iteration 86Q: 3 clusters Score -2999764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2999772.000000 Penalty: 5092.372559
	Iteration 87Q: 3 clusters Score -2999772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2999779.500000 Penalty: 5092.372559
	Iteration 88Q: 3 clusters Score -2999780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -2999794.250000 Penalty: 5092.372559
	Iteration 89Q: 3 clusters Score -2999794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2999805.250000 Penalty: 5092.372559
	Iteration 90Q: 3 clusters Score -2999805 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2999812.250000 Penalty: 5092.372559
	Iteration 91Q: 3 clusters Score -2999812 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -2999822.000000 Penalty: 5092.372559
	Iteration 92Q: 3 clusters Score -2999822 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2999846.250000 Penalty: 5092.372559
	Iteration 93Q: 3 clusters Score -2999846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2999848.250000 Penalty: 5092.372559
	Iteration 94Q: 3 clusters Score -2999848 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2999864.500000 Penalty: 5092.372559
	Iteration 95Q: 3 clusters Score -2999864 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2999880.500000 Penalty: 5092.372559
	Iteration 96Q: 3 clusters Score -2999880 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2999898.250000 Penalty: 5092.372559
	Iteration 97Q: 3 clusters Score -2999898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -2999932.750000 Penalty: 5092.372559
	Iteration 98Q: 3 clusters Score -2999933 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -2999970.500000 Penalty: 5092.372559
	Iteration 99Q: 3 clusters Score -2999970 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2999996.000000 Penalty: 5092.372559
	Iteration 100F: 3 clusters Score -2999996 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -3000024.250000 Penalty: 5092.372559
	Iteration 101Q: 3 clusters Score -3000024 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3000062.000000 Penalty: 5092.372559
	Iteration 102Q: 3 clusters Score -3000062 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -3000115.500000 Penalty: 5092.372559
	Iteration 103Q: 3 clusters Score -3000116 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -3000187.500000 Penalty: 5092.372559
	Iteration 104Q: 3 clusters Score -3000188 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3000247.500000 Penalty: 5092.372559
	Iteration 105Q: 3 clusters Score -3000248 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -3000321.250000 Penalty: 5092.372559
	Iteration 106Q: 3 clusters Score -3000321 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -3000386.250000 Penalty: 5092.372559
	Iteration 107Q: 3 clusters Score -3000386 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3000467.750000 Penalty: 5092.372559
	Iteration 108Q: 3 clusters Score -3000468 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -3000549.500000 Penalty: 5092.372559
	Iteration 109Q: 3 clusters Score -3000550 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -3000624.250000 Penalty: 5092.372559
	Iteration 110Q: 3 clusters Score -3000624 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3000705.250000 Penalty: 5092.372559
	Iteration 111Q: 3 clusters Score -3000705 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -3000793.750000 Penalty: 5092.372559
	Iteration 112Q: 3 clusters Score -3000794 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3000871.750000 Penalty: 5092.372559
	Iteration 113Q: 3 clusters Score -3000872 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3000953.000000 Penalty: 5092.372559
	Iteration 114Q: 3 clusters Score -3000953 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3001046.000000 Penalty: 5092.372559
	Iteration 115Q: 3 clusters Score -3001046 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3001115.250000 Penalty: 5092.372559
	Iteration 116Q: 3 clusters Score -3001115 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3001190.250000 Penalty: 5092.372559
	Iteration 117Q: 3 clusters Score -3001190 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3001250.000000 Penalty: 5092.372559
	Iteration 118Q: 3 clusters Score -3001250 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3001304.500000 Penalty: 5092.372559
	Iteration 119Q: 3 clusters Score -3001304 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3001341.500000 Penalty: 5092.372559
	Iteration 120F: 3 clusters Score -3001342 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -3001376.500000 Penalty: 5092.372559
	Iteration 121Q: 3 clusters Score -3001376 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3001396.000000 Penalty: 5092.372559
	Iteration 122Q: 3 clusters Score -3001396 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -3001421.000000 Penalty: 5092.372559
	Iteration 123Q: 3 clusters Score -3001421 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3001439.000000 Penalty: 5092.372559
	Iteration 124Q: 3 clusters Score -3001439 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -3001440.000000 Penalty: 5092.372559
	Iteration 125Q: 3 clusters Score -3001440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -3001453.000000 Penalty: 5092.372559
	Iteration 126Q: 3 clusters Score -3001453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -3001462.500000 Penalty: 5092.372559
	Iteration 127Q: 3 clusters Score -3001462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -3001467.500000 Penalty: 5092.372559
	Iteration 128Q: 3 clusters Score -3001468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3001476.000000 Penalty: 5092.372559
	Iteration 129Q: 3 clusters Score -3001476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3001485.250000 Penalty: 5092.372559
	Iteration 130Q: 3 clusters Score -3001485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3001490.750000 Penalty: 5092.372559
	Iteration 131Q: 3 clusters Score -3001491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3001490.000000 Penalty: 5092.372559
	Iteration 132Q: 3 clusters Score -3001490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3001493.750000 Penalty: 5092.372559
	Iteration 133Q: 3 clusters Score -3001494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -3001494.500000 Penalty: 5092.372559
	Iteration 134Q: 3 clusters Score -3001494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3001500.000000 Penalty: 5092.372559
	Iteration 135Q: 3 clusters Score -3001500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -3001495.250000 Penalty: 5092.372559
	Iteration 136Q: 3 clusters Score -3001495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3001505.000000 Penalty: 5092.372559
	Iteration 137Q: 3 clusters Score -3001505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3001507.250000 Penalty: 5092.372559
	Iteration 138Q: 3 clusters Score -3001507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -3001507.500000 Penalty: 5092.372559
	Iteration 139Q: 3 clusters Score -3001508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3001507.250000 Penalty: 5092.372559
	Iteration 140F: 3 clusters Score -3001507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3001508.000000 Penalty: 5092.372559
	Iteration 141Q: 3 clusters Score -3001508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3001506.250000 Penalty: 5092.372559
	Iteration 142Q: 3 clusters Score -3001506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3001506.000000 Penalty: 5092.372559
	Iteration 143Q: 3 clusters Score -3001506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -3001508.250000 Penalty: 5092.372559
	Iteration 144Q: 3 clusters Score -3001508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3001507.000000 Penalty: 5092.372559
	Iteration 145Q: 3 clusters Score -3001507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3001512.000000 Penalty: 5092.372559
	Iteration 146Q: 3 clusters Score -3001512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -3001513.500000 Penalty: 5092.372559
	Iteration 147Q: 3 clusters Score -3001514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3001513.500000 Penalty: 5092.372559
	Iteration 148Q: 3 clusters Score -3001514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3001509.500000 Penalty: 5092.372559
	Iteration 149Q: 3 clusters Score -3001510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3001514.750000 Penalty: 5092.372559
	Iteration 150Q: 3 clusters Score -3001515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3001514.000000 Penalty: 5092.372559
	Iteration 151Q: 3 clusters Score -3001514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3001515.000000 Penalty: 5092.372559
	Iteration 152Q: 3 clusters Score -3001515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3001514.000000 Penalty: 5092.372559
	Iteration 153Q: 3 clusters Score -3001514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -3001525.250000 Penalty: 5092.372559
	Iteration 154Q: 3 clusters Score -3001525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3001526.500000 Penalty: 5092.372559
	Iteration 155Q: 3 clusters Score -3001526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3001532.500000 Penalty: 5092.372559
	Iteration 156Q: 3 clusters Score -3001532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3001532.750000 Penalty: 5092.372559
	Iteration 157Q: 3 clusters Score -3001533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3001538.000000 Penalty: 5092.372559
	Iteration 158Q: 3 clusters Score -3001538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3001540.750000 Penalty: 5092.372559
	Iteration 159Q: 3 clusters Score -3001541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -3001537.750000 Penalty: 5092.372559
	Iteration 160F: 3 clusters Score -3001538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3001537.500000 Penalty: 5092.372559
	Iteration 161Q: 3 clusters Score -3001538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -3001537.500000 Penalty: 5092.372559
	Iteration 162Q: 3 clusters Score -3001538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3001538.000000 Penalty: 5092.372559
	Iteration 163Q: 3 clusters Score -3001538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3001537.250000 Penalty: 5092.372559
	Iteration 164Q: 3 clusters Score -3001537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3001537.250000 Penalty: 5092.372559
	Iteration 165F: 3 clusters Score -3001537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Entering Unmasked Estep 
Score: -3304618.750000 Penalty: 2552.561523
	Iteration 0F: 2 clusters Score -3304619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3284498.500000 Penalty: 5105.123047
	Iteration 0F: 3 clusters Score -3284498 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3291561.500000 Penalty: 5105.123047
	Iteration 1F: 3 clusters Score -3291562 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3292104.500000 Penalty: 5105.123047
	Iteration 2Q: 3 clusters Score -3292104 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3292672.750000 Penalty: 5105.123047
	Iteration 3Q: 3 clusters Score -3292673 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3293446.250000 Penalty: 5105.123047
	Iteration 4Q: 3 clusters Score -3293446 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -3294486.750000 Penalty: 5105.123047
	Iteration 5F: 3 clusters Score -3294487 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3295775.750000 Penalty: 5105.123047
	Iteration 6F: 3 clusters Score -3295776 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -3297283.250000 Penalty: 5105.123047
	Iteration 7F: 3 clusters Score -3297283 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3298914.000000 Penalty: 5105.123047
	Iteration 8F: 3 clusters Score -3298914 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3300442.250000 Penalty: 5105.123047
	Iteration 9F: 3 clusters Score -3300442 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -3301817.000000 Penalty: 5105.123047
	Iteration 10F: 3 clusters Score -3301817 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -3302934.500000 Penalty: 5105.123047
	Iteration 11Q: 3 clusters Score -3302934 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -3303698.750000 Penalty: 5105.123047
	Iteration 12Q: 3 clusters Score -3303699 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -3304120.750000 Penalty: 5105.123047
	Iteration 13Q: 3 clusters Score -3304121 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3304317.000000 Penalty: 5105.123047
	Iteration 14Q: 3 clusters Score -3304317 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -3304417.250000 Penalty: 5105.123047
	Iteration 15Q: 3 clusters Score -3304417 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3304469.250000 Penalty: 5105.123047
	Iteration 16Q: 3 clusters Score -3304469 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3304509.250000 Penalty: 5105.123047
	Iteration 17Q: 3 clusters Score -3304509 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3304541.750000 Penalty: 5105.123047
	Iteration 18Q: 3 clusters Score -3304542 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -3304569.000000 Penalty: 5105.123047
	Iteration 19Q: 3 clusters Score -3304569 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -3304588.000000 Penalty: 5105.123047
	Iteration 20F: 3 clusters Score -3304588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -3304596.750000 Penalty: 5105.123047
	Iteration 21Q: 3 clusters Score -3304597 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -3304609.250000 Penalty: 5105.123047
	Iteration 22Q: 3 clusters Score -3304609 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3304628.500000 Penalty: 5105.123047
	Iteration 23Q: 3 clusters Score -3304628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -3304633.000000 Penalty: 5105.123047
	Iteration 24Q: 3 clusters Score -3304633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3304626.000000 Penalty: 5105.123047
	Iteration 25Q: 3 clusters Score -3304626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3304633.250000 Penalty: 5105.123047
	Iteration 26Q: 3 clusters Score -3304633 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -3304628.250000 Penalty: 5105.123047
	Iteration 27Q: 3 clusters Score -3304628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3304635.500000 Penalty: 5105.123047
	Iteration 28Q: 3 clusters Score -3304636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -3304642.500000 Penalty: 5105.123047
	Iteration 29Q: 3 clusters Score -3304642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -3304639.000000 Penalty: 5105.123047
	Iteration 30Q: 3 clusters Score -3304639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3304647.500000 Penalty: 5105.123047
	Iteration 31Q: 3 clusters Score -3304648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3304646.000000 Penalty: 5105.123047
	Iteration 32Q: 3 clusters Score -3304646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3304643.500000 Penalty: 5105.123047
	Iteration 33Q: 3 clusters Score -3304644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -3304646.250000 Penalty: 5105.123047
	Iteration 34Q: 3 clusters Score -3304646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3304647.000000 Penalty: 5105.123047
	Iteration 35Q: 3 clusters Score -3304647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3304651.750000 Penalty: 5105.123047
	Iteration 36Q: 3 clusters Score -3304652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -3304653.500000 Penalty: 5105.123047
	Iteration 37Q: 3 clusters Score -3304654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3304647.000000 Penalty: 5105.123047
	Iteration 38Q: 3 clusters Score -3304647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -3304657.000000 Penalty: 5105.123047
	Iteration 39Q: 3 clusters Score -3304657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -3304652.250000 Penalty: 5105.123047
	Iteration 40F: 3 clusters Score -3304652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3304653.250000 Penalty: 5105.123047
	Iteration 41Q: 3 clusters Score -3304653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -3304654.250000 Penalty: 5105.123047
	Iteration 42Q: 3 clusters Score -3304654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3304658.250000 Penalty: 5105.123047
	Iteration 43Q: 3 clusters Score -3304658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3304662.000000 Penalty: 5105.123047
	Iteration 44Q: 3 clusters Score -3304662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3304660.000000 Penalty: 5105.123047
	Iteration 45Q: 3 clusters Score -3304660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -3304657.500000 Penalty: 5105.123047
	Iteration 46Q: 3 clusters Score -3304658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3304661.250000 Penalty: 5105.123047
	Iteration 47Q: 3 clusters Score -3304661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3304660.000000 Penalty: 5105.123047
	Iteration 48Q: 3 clusters Score -3304660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3304664.000000 Penalty: 5105.123047
	Iteration 49Q: 3 clusters Score -3304664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -3304665.750000 Penalty: 5105.123047
	Iteration 50Q: 3 clusters Score -3304666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -3304666.500000 Penalty: 5105.123047
	Iteration 51Q: 3 clusters Score -3304666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -3304669.250000 Penalty: 5105.123047
	Iteration 52Q: 3 clusters Score -3304669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -3304670.000000 Penalty: 5105.123047
	Iteration 53Q: 3 clusters Score -3304670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -3304662.500000 Penalty: 5105.123047
	Iteration 54Q: 3 clusters Score -3304662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3304664.500000 Penalty: 5105.123047
	Iteration 55Q: 3 clusters Score -3304664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3304660.500000 Penalty: 5105.123047
	Iteration 56Q: 3 clusters Score -3304660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -3304661.250000 Penalty: 5105.123047
	Iteration 57Q: 3 clusters Score -3304661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -3304661.500000 Penalty: 5105.123047
	Iteration 58Q: 3 clusters Score -3304662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -3304661.750000 Penalty: 5105.123047
	Iteration 59Q: 3 clusters Score -3304662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3304653.500000 Penalty: 5105.123047
	Iteration 60F: 3 clusters Score -3304654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -3304657.250000 Penalty: 5105.123047
	Iteration 61Q: 3 clusters Score -3304657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3304661.000000 Penalty: 5105.123047
	Iteration 62Q: 3 clusters Score -3304661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3304660.500000 Penalty: 5105.123047
	Iteration 63Q: 3 clusters Score -3304660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -3304662.250000 Penalty: 5105.123047
	Iteration 64Q: 3 clusters Score -3304662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -3304656.250000 Penalty: 5105.123047
	Iteration 65Q: 3 clusters Score -3304656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3304657.000000 Penalty: 5105.123047
	Iteration 66Q: 3 clusters Score -3304657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -3304662.750000 Penalty: 5105.123047
	Iteration 67Q: 3 clusters Score -3304663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3304666.250000 Penalty: 5105.123047
	Iteration 68Q: 3 clusters Score -3304666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3304663.500000 Penalty: 5105.123047
	Iteration 69Q: 3 clusters Score -3304664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3304661.000000 Penalty: 5105.123047
	Iteration 70Q: 3 clusters Score -3304661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -3304659.000000 Penalty: 5105.123047
	Iteration 71Q: 3 clusters Score -3304659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3304656.500000 Penalty: 5105.123047
	Iteration 72Q: 3 clusters Score -3304656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3304661.000000 Penalty: 5105.123047
	Iteration 73Q: 3 clusters Score -3304661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3304656.750000 Penalty: 5105.123047
	Iteration 74Q: 3 clusters Score -3304657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -3304660.000000 Penalty: 5105.123047
	Iteration 75Q: 3 clusters Score -3304660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -3304667.250000 Penalty: 5105.123047
	Iteration 76Q: 3 clusters Score -3304667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3304668.000000 Penalty: 5105.123047
	Iteration 77Q: 3 clusters Score -3304668 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3304676.000000 Penalty: 5105.123047
	Iteration 78Q: 3 clusters Score -3304676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3304682.750000 Penalty: 5105.123047
	Iteration 79Q: 3 clusters Score -3304683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3304683.000000 Penalty: 5105.123047
	Iteration 80F: 3 clusters Score -3304683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3304694.500000 Penalty: 5105.123047
	Iteration 81Q: 3 clusters Score -3304694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3304693.000000 Penalty: 5105.123047
	Iteration 82Q: 3 clusters Score -3304693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -3304697.500000 Penalty: 5105.123047
	Iteration 83Q: 3 clusters Score -3304698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -3304702.000000 Penalty: 5105.123047
	Iteration 84Q: 3 clusters Score -3304702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -3304705.500000 Penalty: 5105.123047
	Iteration 85Q: 3 clusters Score -3304706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -3304704.000000 Penalty: 5105.123047
	Iteration 86Q: 3 clusters Score -3304704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3304705.500000 Penalty: 5105.123047
	Iteration 87Q: 3 clusters Score -3304706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -3304704.250000 Penalty: 5105.123047
	Iteration 88Q: 3 clusters Score -3304704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3304700.000000 Penalty: 5105.123047
	Iteration 89Q: 3 clusters Score -3304700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3304701.500000 Penalty: 5105.123047
	Iteration 90Q: 3 clusters Score -3304702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3304704.000000 Penalty: 5105.123047
	Iteration 91Q: 3 clusters Score -3304704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3304702.750000 Penalty: 5105.123047
	Iteration 92Q: 3 clusters Score -3304703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -3304705.250000 Penalty: 5105.123047
	Iteration 93Q: 3 clusters Score -3304705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3304704.500000 Penalty: 5105.123047
	Iteration 94Q: 3 clusters Score -3304704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -3304704.250000 Penalty: 5105.123047
	Iteration 95Q: 3 clusters Score -3304704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3304698.500000 Penalty: 5105.123047
	Iteration 96Q: 3 clusters Score -3304698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -3304701.500000 Penalty: 5105.123047
	Iteration 97Q: 3 clusters Score -3304702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -3304702.250000 Penalty: 5105.123047
	Iteration 98Q: 3 clusters Score -3304702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -3304700.000000 Penalty: 5105.123047
	Iteration 99Q: 3 clusters Score -3304700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3304699.500000 Penalty: 5105.123047
	Iteration 100F: 3 clusters Score -3304700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -3304701.750000 Penalty: 5105.123047
	Iteration 101Q: 3 clusters Score -3304702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -3304706.500000 Penalty: 5105.123047
	Iteration 102Q: 3 clusters Score -3304706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -3304701.500000 Penalty: 5105.123047
	Iteration 103Q: 3 clusters Score -3304702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3304705.750000 Penalty: 5105.123047
	Iteration 104Q: 3 clusters Score -3304706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -3304704.500000 Penalty: 5105.123047
	Iteration 105Q: 3 clusters Score -3304704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3304706.750000 Penalty: 5105.123047
	Iteration 106Q: 3 clusters Score -3304707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3304713.250000 Penalty: 5105.123047
	Iteration 107Q: 3 clusters Score -3304713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -3304711.750000 Penalty: 5105.123047
	Iteration 108Q: 3 clusters Score -3304712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3304718.000000 Penalty: 5105.123047
	Iteration 109Q: 3 clusters Score -3304718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3304709.000000 Penalty: 5105.123047
	Iteration 110Q: 3 clusters Score -3304709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -3304707.500000 Penalty: 5105.123047
	Iteration 111Q: 3 clusters Score -3304708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -3304710.500000 Penalty: 5105.123047
	Iteration 112Q: 3 clusters Score -3304710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3304710.000000 Penalty: 5105.123047
	Iteration 113Q: 3 clusters Score -3304710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3304706.750000 Penalty: 5105.123047
	Iteration 114Q: 3 clusters Score -3304707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3304702.000000 Penalty: 5105.123047
	Iteration 115Q: 3 clusters Score -3304702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3304703.000000 Penalty: 5105.123047
	Iteration 116Q: 3 clusters Score -3304703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -3304713.500000 Penalty: 5105.123047
	Iteration 117Q: 3 clusters Score -3304714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3304710.750000 Penalty: 5105.123047
	Iteration 118Q: 3 clusters Score -3304711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -3304710.500000 Penalty: 5105.123047
	Iteration 119Q: 3 clusters Score -3304710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3304705.750000 Penalty: 5105.123047
	Iteration 120F: 3 clusters Score -3304706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3304707.250000 Penalty: 5105.123047
	Iteration 121Q: 3 clusters Score -3304707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3304708.750000 Penalty: 5105.123047
	Iteration 122Q: 3 clusters Score -3304709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3304711.750000 Penalty: 5105.123047
	Iteration 123Q: 3 clusters Score -3304712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3304707.250000 Penalty: 5105.123047
	Iteration 124Q: 3 clusters Score -3304707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -3304712.500000 Penalty: 5105.123047
	Iteration 125Q: 3 clusters Score -3304712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -3304712.750000 Penalty: 5105.123047
	Iteration 126Q: 3 clusters Score -3304713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3304717.000000 Penalty: 5105.123047
	Iteration 127Q: 3 clusters Score -3304717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3304714.000000 Penalty: 5105.123047
	Iteration 128Q: 3 clusters Score -3304714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3304723.500000 Penalty: 5105.123047
	Iteration 129Q: 3 clusters Score -3304724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -3304723.000000 Penalty: 5105.123047
	Iteration 130Q: 3 clusters Score -3304723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3304721.500000 Penalty: 5105.123047
	Iteration 131Q: 3 clusters Score -3304722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3304718.500000 Penalty: 5105.123047
	Iteration 132Q: 3 clusters Score -3304718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3304717.250000 Penalty: 5105.123047
	Iteration 133Q: 3 clusters Score -3304717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3304723.000000 Penalty: 5105.123047
	Iteration 134Q: 3 clusters Score -3304723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3304721.750000 Penalty: 5105.123047
	Iteration 135Q: 3 clusters Score -3304722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -3304727.500000 Penalty: 5105.123047
	Iteration 136Q: 3 clusters Score -3304728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3304726.000000 Penalty: 5105.123047
	Iteration 137Q: 3 clusters Score -3304726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -3304722.000000 Penalty: 5105.123047
	Iteration 138Q: 3 clusters Score -3304722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3304731.500000 Penalty: 5105.123047
	Iteration 139Q: 3 clusters Score -3304732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3304730.750000 Penalty: 5105.123047
	Iteration 140F: 3 clusters Score -3304731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3304728.000000 Penalty: 5105.123047
	Iteration 141Q: 3 clusters Score -3304728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3304728.500000 Penalty: 5105.123047
	Iteration 142Q: 3 clusters Score -3304728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -3304729.750000 Penalty: 5105.123047
	Iteration 143Q: 3 clusters Score -3304730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3304727.250000 Penalty: 5105.123047
	Iteration 144Q: 3 clusters Score -3304727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -3304728.500000 Penalty: 5105.123047
	Iteration 145Q: 3 clusters Score -3304728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -3304721.250000 Penalty: 5105.123047
	Iteration 146Q: 3 clusters Score -3304721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3304723.250000 Penalty: 5105.123047
	Iteration 147Q: 3 clusters Score -3304723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3304723.250000 Penalty: 5105.123047
	Iteration 148F: 3 clusters Score -3304723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28764 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 8028 members 
Mstep: Class 7 contains 86662 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 24934 members 
Mstep: Class 10 contains 81364 members 
Mstep: Class 11 contains 41834 members 
Mstep: Class 13 contains 38586 members 
Mstep: Class 14 contains 139838 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31197 members 
Mstep: Class 18 contains 321777 members 
Mstep: Class 19 contains 44268 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
Score: -98006000.000000 Penalty: 68007.921875
Splitting cluster 3 changes total score from -98006728.000000 to -98006000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Entering Unmasked Estep 
Score: -422092.750000 Penalty: 2056.738281
	Iteration 0F: 2 clusters Score -422092.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -418212.687500 Penalty: 4113.476562
	Iteration 0F: 3 clusters Score -418212.7 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -419071.093750 Penalty: 4113.476562
	Iteration 1F: 3 clusters Score -419071.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -419266.875000 Penalty: 4113.476562
	Iteration 2F: 3 clusters Score -419266.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -419367.843750 Penalty: 4113.476562
	Iteration 3Q: 3 clusters Score -419367.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -419430.531250 Penalty: 4113.476562
	Iteration 4Q: 3 clusters Score -419430.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -419468.218750 Penalty: 4113.476562
	Iteration 5Q: 3 clusters Score -419468.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -419497.312500 Penalty: 4113.476562
	Iteration 6Q: 3 clusters Score -419497.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -419519.031250 Penalty: 4113.476562
	Iteration 7Q: 3 clusters Score -419519 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -419533.968750 Penalty: 4113.476562
	Iteration 8Q: 3 clusters Score -419534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -419550.531250 Penalty: 4113.476562
	Iteration 9Q: 3 clusters Score -419550.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -419563.468750 Penalty: 4113.476562
	Iteration 10Q: 3 clusters Score -419563.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -419572.687500 Penalty: 4113.476562
	Iteration 11Q: 3 clusters Score -419572.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -419585.375000 Penalty: 4113.476562
	Iteration 12Q: 3 clusters Score -419585.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -419597.218750 Penalty: 4113.476562
	Iteration 13Q: 3 clusters Score -419597.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -419611.218750 Penalty: 4113.476562
	Iteration 14Q: 3 clusters Score -419611.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -419625.593750 Penalty: 4113.476562
	Iteration 15Q: 3 clusters Score -419625.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -419641.125000 Penalty: 4113.476562
	Iteration 16Q: 3 clusters Score -419641.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -419659.281250 Penalty: 4113.476562
	Iteration 17Q: 3 clusters Score -419659.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -419681.781250 Penalty: 4113.476562
	Iteration 18Q: 3 clusters Score -419681.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -419704.187500 Penalty: 4113.476562
	Iteration 19Q: 3 clusters Score -419704.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -419734.125000 Penalty: 4113.476562
	Iteration 20F: 3 clusters Score -419734.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -419775.843750 Penalty: 4113.476562
	Iteration 21Q: 3 clusters Score -419775.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -419829.812500 Penalty: 4113.476562
	Iteration 22Q: 3 clusters Score -419829.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -419890.593750 Penalty: 4113.476562
	Iteration 23Q: 3 clusters Score -419890.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -419981.343750 Penalty: 4113.476562
	Iteration 24Q: 3 clusters Score -419981.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -420150.906250 Penalty: 4113.476562
	Iteration 25Q: 3 clusters Score -420150.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -420383.062500 Penalty: 4113.476562
	Iteration 26Q: 3 clusters Score -420383.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -420520.562500 Penalty: 4113.476562
	Iteration 27Q: 3 clusters Score -420520.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -420589.937500 Penalty: 4113.476562
	Iteration 28Q: 3 clusters Score -420589.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -420649.593750 Penalty: 4113.476562
	Iteration 29Q: 3 clusters Score -420649.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -420698.312500 Penalty: 4113.476562
	Iteration 30Q: 3 clusters Score -420698.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -420750.656250 Penalty: 4113.476562
	Iteration 31Q: 3 clusters Score -420750.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -420789.218750 Penalty: 4113.476562
	Iteration 32Q: 3 clusters Score -420789.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -420823.656250 Penalty: 4113.476562
	Iteration 33Q: 3 clusters Score -420823.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -420850.906250 Penalty: 4113.476562
	Iteration 34Q: 3 clusters Score -420850.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -420878.906250 Penalty: 4113.476562
	Iteration 35Q: 3 clusters Score -420878.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -420918.437500 Penalty: 4113.476562
	Iteration 36Q: 3 clusters Score -420918.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -420966.625000 Penalty: 4113.476562
	Iteration 37Q: 3 clusters Score -420966.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -421035.343750 Penalty: 4113.476562
	Iteration 38Q: 3 clusters Score -421035.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -421127.812500 Penalty: 4113.476562
	Iteration 39Q: 3 clusters Score -421127.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -421219.093750 Penalty: 4113.476562
	Iteration 40F: 3 clusters Score -421219.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -421292.656250 Penalty: 4113.476562
	Iteration 41Q: 3 clusters Score -421292.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -421350.562500 Penalty: 4113.476562
	Iteration 42Q: 3 clusters Score -421350.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -421389.312500 Penalty: 4113.476562
	Iteration 43Q: 3 clusters Score -421389.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -421409.500000 Penalty: 4113.476562
	Iteration 44Q: 3 clusters Score -421409.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -421430.031250 Penalty: 4113.476562
	Iteration 45Q: 3 clusters Score -421430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -421445.718750 Penalty: 4113.476562
	Iteration 46Q: 3 clusters Score -421445.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -421462.375000 Penalty: 4113.476562
	Iteration 47Q: 3 clusters Score -421462.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -421476.531250 Penalty: 4113.476562
	Iteration 48Q: 3 clusters Score -421476.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -421491.687500 Penalty: 4113.476562
	Iteration 49Q: 3 clusters Score -421491.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -421509.531250 Penalty: 4113.476562
	Iteration 50Q: 3 clusters Score -421509.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -421524.562500 Penalty: 4113.476562
	Iteration 51Q: 3 clusters Score -421524.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -421538.593750 Penalty: 4113.476562
	Iteration 52Q: 3 clusters Score -421538.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -421550.625000 Penalty: 4113.476562
	Iteration 53Q: 3 clusters Score -421550.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -421568.125000 Penalty: 4113.476562
	Iteration 54Q: 3 clusters Score -421568.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -421585.781250 Penalty: 4113.476562
	Iteration 55Q: 3 clusters Score -421585.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -421611.625000 Penalty: 4113.476562
	Iteration 56Q: 3 clusters Score -421611.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -421642.187500 Penalty: 4113.476562
	Iteration 57Q: 3 clusters Score -421642.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -421666.531250 Penalty: 4113.476562
	Iteration 58Q: 3 clusters Score -421666.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -421696.468750 Penalty: 4113.476562
	Iteration 59Q: 3 clusters Score -421696.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -421770.437500 Penalty: 4113.476562
	Iteration 60F: 3 clusters Score -421770.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -421907.937500 Penalty: 4113.476562
	Iteration 61Q: 3 clusters Score -421907.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -421997.531250 Penalty: 4113.476562
	Iteration 62Q: 3 clusters Score -421997.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -422021.906250 Penalty: 4113.476562
	Iteration 63Q: 3 clusters Score -422021.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -422029.406250 Penalty: 4113.476562
	Iteration 64Q: 3 clusters Score -422029.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -422034.750000 Penalty: 4113.476562
	Iteration 65Q: 3 clusters Score -422034.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -422038.281250 Penalty: 4113.476562
	Iteration 66Q: 3 clusters Score -422038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -422039.968750 Penalty: 4113.476562
	Iteration 67Q: 3 clusters Score -422040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -422040.656250 Penalty: 4113.476562
	Iteration 68Q: 3 clusters Score -422040.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -422040.656250 Penalty: 4113.476562
	Iteration 69Q: 3 clusters Score -422040.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -422040.656250 Penalty: 4113.476562
	Iteration 70F: 3 clusters Score -422040.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Entering Unmasked Estep 
Score: -614272.750000 Penalty: 2176.795410
	Iteration 0F: 2 clusters Score -614272.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -608978.375000 Penalty: 4353.590820
	Iteration 0F: 3 clusters Score -608978.4 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -610600.312500 Penalty: 4353.590820
	Iteration 1F: 3 clusters Score -610600.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -611057.875000 Penalty: 4353.590820
	Iteration 2F: 3 clusters Score -611057.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -611377.687500 Penalty: 4353.590820
	Iteration 3F: 3 clusters Score -611377.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -611618.062500 Penalty: 4353.590820
	Iteration 4F: 3 clusters Score -611618.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -611805.375000 Penalty: 4353.590820
	Iteration 5Q: 3 clusters Score -611805.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -611964.312500 Penalty: 4353.590820
	Iteration 6Q: 3 clusters Score -611964.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -612119.250000 Penalty: 4353.590820
	Iteration 7Q: 3 clusters Score -612119.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -612291.187500 Penalty: 4353.590820
	Iteration 8Q: 3 clusters Score -612291.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -612441.437500 Penalty: 4353.590820
	Iteration 9Q: 3 clusters Score -612441.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -612552.562500 Penalty: 4353.590820
	Iteration 10Q: 3 clusters Score -612552.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -612707.812500 Penalty: 4353.590820
	Iteration 11Q: 3 clusters Score -612707.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -612908.375000 Penalty: 4353.590820
	Iteration 12Q: 3 clusters Score -612908.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -613099.812500 Penalty: 4353.590820
	Iteration 13Q: 3 clusters Score -613099.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -613282.312500 Penalty: 4353.590820
	Iteration 14Q: 3 clusters Score -613282.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -613488.812500 Penalty: 4353.590820
	Iteration 15Q: 3 clusters Score -613488.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -613637.062500 Penalty: 4353.590820
	Iteration 16Q: 3 clusters Score -613637.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -613759.500000 Penalty: 4353.590820
	Iteration 17Q: 3 clusters Score -613759.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -613838.375000 Penalty: 4353.590820
	Iteration 18Q: 3 clusters Score -613838.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -613889.375000 Penalty: 4353.590820
	Iteration 19Q: 3 clusters Score -613889.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -613927.187500 Penalty: 4353.590820
	Iteration 20F: 3 clusters Score -613927.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -613943.312500 Penalty: 4353.590820
	Iteration 21Q: 3 clusters Score -613943.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -613954.875000 Penalty: 4353.590820
	Iteration 22Q: 3 clusters Score -613954.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -613967.812500 Penalty: 4353.590820
	Iteration 23Q: 3 clusters Score -613967.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -613979.500000 Penalty: 4353.590820
	Iteration 24Q: 3 clusters Score -613979.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -613984.750000 Penalty: 4353.590820
	Iteration 25Q: 3 clusters Score -613984.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -613991.687500 Penalty: 4353.590820
	Iteration 26Q: 3 clusters Score -613991.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -613995.187500 Penalty: 4353.590820
	Iteration 27Q: 3 clusters Score -613995.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -614002.125000 Penalty: 4353.590820
	Iteration 28Q: 3 clusters Score -614002.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -614005.062500 Penalty: 4353.590820
	Iteration 29Q: 3 clusters Score -614005.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -614007.437500 Penalty: 4353.590820
	Iteration 30Q: 3 clusters Score -614007.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -614011.125000 Penalty: 4353.590820
	Iteration 31Q: 3 clusters Score -614011.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -614013.062500 Penalty: 4353.590820
	Iteration 32Q: 3 clusters Score -614013.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -614013.937500 Penalty: 4353.590820
	Iteration 33Q: 3 clusters Score -614013.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -614017.437500 Penalty: 4353.590820
	Iteration 34Q: 3 clusters Score -614017.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -614017.437500 Penalty: 4353.590820
	Iteration 35F: 3 clusters Score -614017.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Entering Unmasked Estep 
Score: -883745.500000 Penalty: 2229.691406
	Iteration 0F: 2 clusters Score -883745.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -877377.375000 Penalty: 4459.382812
	Iteration 0F: 3 clusters Score -877377.4 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -879033.750000 Penalty: 4459.382812
	Iteration 1F: 3 clusters Score -879033.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -879260.875000 Penalty: 4459.382812
	Iteration 2F: 3 clusters Score -879260.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -879429.437500 Penalty: 4459.382812
	Iteration 3Q: 3 clusters Score -879429.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -879550.250000 Penalty: 4459.382812
	Iteration 4Q: 3 clusters Score -879550.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -879658.937500 Penalty: 4459.382812
	Iteration 5Q: 3 clusters Score -879658.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -879750.562500 Penalty: 4459.382812
	Iteration 6Q: 3 clusters Score -879750.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -879830.375000 Penalty: 4459.382812
	Iteration 7Q: 3 clusters Score -879830.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -879907.750000 Penalty: 4459.382812
	Iteration 8Q: 3 clusters Score -879907.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -879989.000000 Penalty: 4459.382812
	Iteration 9Q: 3 clusters Score -879989 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -880082.687500 Penalty: 4459.382812
	Iteration 10Q: 3 clusters Score -880082.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -880177.437500 Penalty: 4459.382812
	Iteration 11Q: 3 clusters Score -880177.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -880271.625000 Penalty: 4459.382812
	Iteration 12Q: 3 clusters Score -880271.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -880361.000000 Penalty: 4459.382812
	Iteration 13Q: 3 clusters Score -880361 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -880463.687500 Penalty: 4459.382812
	Iteration 14Q: 3 clusters Score -880463.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -880560.437500 Penalty: 4459.382812
	Iteration 15Q: 3 clusters Score -880560.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -880674.312500 Penalty: 4459.382812
	Iteration 16Q: 3 clusters Score -880674.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -880815.875000 Penalty: 4459.382812
	Iteration 17Q: 3 clusters Score -880815.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -880970.812500 Penalty: 4459.382812
	Iteration 18Q: 3 clusters Score -880970.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -881089.437500 Penalty: 4459.382812
	Iteration 19Q: 3 clusters Score -881089.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -881199.875000 Penalty: 4459.382812
	Iteration 20F: 3 clusters Score -881199.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -881282.687500 Penalty: 4459.382812
	Iteration 21Q: 3 clusters Score -881282.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -881347.187500 Penalty: 4459.382812
	Iteration 22Q: 3 clusters Score -881347.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -881402.875000 Penalty: 4459.382812
	Iteration 23Q: 3 clusters Score -881402.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -881458.062500 Penalty: 4459.382812
	Iteration 24Q: 3 clusters Score -881458.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -881500.062500 Penalty: 4459.382812
	Iteration 25Q: 3 clusters Score -881500.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -881540.125000 Penalty: 4459.382812
	Iteration 26Q: 3 clusters Score -881540.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -881581.250000 Penalty: 4459.382812
	Iteration 27Q: 3 clusters Score -881581.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -881638.500000 Penalty: 4459.382812
	Iteration 28Q: 3 clusters Score -881638.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -881689.500000 Penalty: 4459.382812
	Iteration 29Q: 3 clusters Score -881689.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -881736.562500 Penalty: 4459.382812
	Iteration 30Q: 3 clusters Score -881736.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -881778.000000 Penalty: 4459.382812
	Iteration 31Q: 3 clusters Score -881778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -881819.437500 Penalty: 4459.382812
	Iteration 32Q: 3 clusters Score -881819.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -881851.500000 Penalty: 4459.382812
	Iteration 33Q: 3 clusters Score -881851.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -881874.062500 Penalty: 4459.382812
	Iteration 34Q: 3 clusters Score -881874.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -881898.500000 Penalty: 4459.382812
	Iteration 35Q: 3 clusters Score -881898.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -881923.562500 Penalty: 4459.382812
	Iteration 36Q: 3 clusters Score -881923.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -881937.687500 Penalty: 4459.382812
	Iteration 37Q: 3 clusters Score -881937.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -881952.062500 Penalty: 4459.382812
	Iteration 38Q: 3 clusters Score -881952.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -881965.187500 Penalty: 4459.382812
	Iteration 39Q: 3 clusters Score -881965.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -881978.562500 Penalty: 4459.382812
	Iteration 40F: 3 clusters Score -881978.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -881991.500000 Penalty: 4459.382812
	Iteration 41Q: 3 clusters Score -881991.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -882003.312500 Penalty: 4459.382812
	Iteration 42Q: 3 clusters Score -882003.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -882010.500000 Penalty: 4459.382812
	Iteration 43Q: 3 clusters Score -882010.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -882013.750000 Penalty: 4459.382812
	Iteration 44Q: 3 clusters Score -882013.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -882022.250000 Penalty: 4459.382812
	Iteration 45Q: 3 clusters Score -882022.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -882024.750000 Penalty: 4459.382812
	Iteration 46Q: 3 clusters Score -882024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -882026.000000 Penalty: 4459.382812
	Iteration 47Q: 3 clusters Score -882026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -882027.562500 Penalty: 4459.382812
	Iteration 48Q: 3 clusters Score -882027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -882029.562500 Penalty: 4459.382812
	Iteration 49Q: 3 clusters Score -882029.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -882032.125000 Penalty: 4459.382812
	Iteration 50Q: 3 clusters Score -882032.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -882032.312500 Penalty: 4459.382812
	Iteration 51Q: 3 clusters Score -882032.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -882032.687500 Penalty: 4459.382812
	Iteration 52Q: 3 clusters Score -882032.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -882035.250000 Penalty: 4459.382812
	Iteration 53Q: 3 clusters Score -882035.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -882038.500000 Penalty: 4459.382812
	Iteration 54Q: 3 clusters Score -882038.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -882038.500000 Penalty: 4459.382812
	Iteration 55F: 3 clusters Score -882038.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86662 members 
Entering Unmasked Estep 
Score: -9806693.000000 Penalty: 2819.703125
	Iteration 0F: 2 clusters Score -9806693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -9748698.000000 Penalty: 5639.406250
	Iteration 0F: 3 clusters Score -9748698 nChanged 40655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -9771707.000000 Penalty: 5639.406250
	Iteration 1F: 3 clusters Score -9771707 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -9772633.000000 Penalty: 5639.406250
	Iteration 2Q: 3 clusters Score -9772633 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -9773854.000000 Penalty: 5639.406250
	Iteration 3Q: 3 clusters Score -9773854 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -9775217.000000 Penalty: 5639.406250
	Iteration 4Q: 3 clusters Score -9775217 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -9776725.000000 Penalty: 5639.406250
	Iteration 5Q: 3 clusters Score -9776725 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -9778394.000000 Penalty: 5639.406250
	Iteration 6Q: 3 clusters Score -9778394 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -9780195.000000 Penalty: 5639.406250
	Iteration 7Q: 3 clusters Score -9780195 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -9782170.000000 Penalty: 5639.406250
	Iteration 8Q: 3 clusters Score -9782170 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -9784243.000000 Penalty: 5639.406250
	Iteration 9Q: 3 clusters Score -9784243 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -9786738.000000 Penalty: 5639.406250
	Iteration 10F: 3 clusters Score -9786738 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -9789327.000000 Penalty: 5639.406250
	Iteration 11F: 3 clusters Score -9789327 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -9791447.000000 Penalty: 5639.406250
	Iteration 12Q: 3 clusters Score -9791447 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -9793001.000000 Penalty: 5639.406250
	Iteration 13Q: 3 clusters Score -9793001 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -9793857.000000 Penalty: 5639.406250
	Iteration 14Q: 3 clusters Score -9793857 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -9794266.000000 Penalty: 5639.406250
	Iteration 15Q: 3 clusters Score -9794266 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -9794533.000000 Penalty: 5639.406250
	Iteration 16Q: 3 clusters Score -9794533 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -9794675.000000 Penalty: 5639.406250
	Iteration 17Q: 3 clusters Score -9794675 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -9794806.000000 Penalty: 5639.406250
	Iteration 18Q: 3 clusters Score -9794806 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -9794921.000000 Penalty: 5639.406250
	Iteration 19Q: 3 clusters Score -9794921 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -9795045.000000 Penalty: 5639.406250
	Iteration 20F: 3 clusters Score -9795045 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -9795204.000000 Penalty: 5639.406250
	Iteration 21Q: 3 clusters Score -9795204 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -9795371.000000 Penalty: 5639.406250
	Iteration 22Q: 3 clusters Score -9795371 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -9795524.000000 Penalty: 5639.406250
	Iteration 23Q: 3 clusters Score -9795524 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -9795708.000000 Penalty: 5639.406250
	Iteration 24Q: 3 clusters Score -9795708 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -9795858.000000 Penalty: 5639.406250
	Iteration 25Q: 3 clusters Score -9795858 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -9795966.000000 Penalty: 5639.406250
	Iteration 26Q: 3 clusters Score -9795966 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -9796158.000000 Penalty: 5639.406250
	Iteration 27Q: 3 clusters Score -9796158 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -9796264.000000 Penalty: 5639.406250
	Iteration 28Q: 3 clusters Score -9796264 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -9796443.000000 Penalty: 5639.406250
	Iteration 29Q: 3 clusters Score -9796443 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 55097 members 
Entering Unmasked Estep 
Score: -9796627.000000 Penalty: 5639.406250
	Iteration 30Q: 3 clusters Score -9796627 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -9796827.000000 Penalty: 5639.406250
	Iteration 31Q: 3 clusters Score -9796827 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 56831 members 
Entering Unmasked Estep 
Score: -9797032.000000 Penalty: 5639.406250
	Iteration 32Q: 3 clusters Score -9797032 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -9797293.000000 Penalty: 5639.406250
	Iteration 33Q: 3 clusters Score -9797293 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 58759 members 
Entering Unmasked Estep 
Score: -9797538.000000 Penalty: 5639.406250
	Iteration 34Q: 3 clusters Score -9797538 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 59759 members 
Entering Unmasked Estep 
Score: -9797762.000000 Penalty: 5639.406250
	Iteration 35Q: 3 clusters Score -9797762 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -9798026.000000 Penalty: 5639.406250
	Iteration 36Q: 3 clusters Score -9798026 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 61737 members 
Entering Unmasked Estep 
Score: -9798248.000000 Penalty: 5639.406250
	Iteration 37Q: 3 clusters Score -9798248 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -9798472.000000 Penalty: 5639.406250
	Iteration 38Q: 3 clusters Score -9798472 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -9798803.000000 Penalty: 5639.406250
	Iteration 39Q: 3 clusters Score -9798803 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -9799124.000000 Penalty: 5639.406250
	Iteration 40F: 3 clusters Score -9799124 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -9799472.000000 Penalty: 5639.406250
	Iteration 41Q: 3 clusters Score -9799472 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -9799819.000000 Penalty: 5639.406250
	Iteration 42Q: 3 clusters Score -9799819 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 68194 members 
Entering Unmasked Estep 
Score: -9800109.000000 Penalty: 5639.406250
	Iteration 43Q: 3 clusters Score -9800109 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 69324 members 
Entering Unmasked Estep 
Score: -9800473.000000 Penalty: 5639.406250
	Iteration 44Q: 3 clusters Score -9800473 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 70429 members 
Entering Unmasked Estep 
Score: -9800818.000000 Penalty: 5639.406250
	Iteration 45Q: 3 clusters Score -9800818 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
Score: -9801156.000000 Penalty: 5639.406250
	Iteration 46Q: 3 clusters Score -9801156 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -9801543.000000 Penalty: 5639.406250
	Iteration 47Q: 3 clusters Score -9801543 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -9801868.000000 Penalty: 5639.406250
	Iteration 48Q: 3 clusters Score -9801868 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 74730 members 
Entering Unmasked Estep 
Score: -9802231.000000 Penalty: 5639.406250
	Iteration 49Q: 3 clusters Score -9802231 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 75704 members 
Entering Unmasked Estep 
Score: -9802536.000000 Penalty: 5639.406250
	Iteration 50Q: 3 clusters Score -9802536 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -9802852.000000 Penalty: 5639.406250
	Iteration 51Q: 3 clusters Score -9802852 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 77503 members 
Entering Unmasked Estep 
Score: -9803174.000000 Penalty: 5639.406250
	Iteration 52Q: 3 clusters Score -9803174 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 78294 members 
Entering Unmasked Estep 
Score: -9803458.000000 Penalty: 5639.406250
	Iteration 53Q: 3 clusters Score -9803458 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -9803726.000000 Penalty: 5639.406250
	Iteration 54Q: 3 clusters Score -9803726 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -9803915.000000 Penalty: 5639.406250
	Iteration 55Q: 3 clusters Score -9803915 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 80207 members 
Entering Unmasked Estep 
Score: -9804058.000000 Penalty: 5639.406250
	Iteration 56Q: 3 clusters Score -9804058 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 80727 members 
Entering Unmasked Estep 
Score: -9804234.000000 Penalty: 5639.406250
	Iteration 57Q: 3 clusters Score -9804234 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 81185 members 
Entering Unmasked Estep 
Score: -9804407.000000 Penalty: 5639.406250
	Iteration 58Q: 3 clusters Score -9804407 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 81604 members 
Entering Unmasked Estep 
Score: -9804518.000000 Penalty: 5639.406250
	Iteration 59Q: 3 clusters Score -9804518 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 81949 members 
Entering Unmasked Estep 
Score: -9804642.000000 Penalty: 5639.406250
	Iteration 60F: 3 clusters Score -9804642 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -9804739.000000 Penalty: 5639.406250
	Iteration 61Q: 3 clusters Score -9804739 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 82529 members 
Entering Unmasked Estep 
Score: -9804802.000000 Penalty: 5639.406250
	Iteration 62Q: 3 clusters Score -9804802 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 82775 members 
Entering Unmasked Estep 
Score: -9804880.000000 Penalty: 5639.406250
	Iteration 63Q: 3 clusters Score -9804880 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -9804929.000000 Penalty: 5639.406250
	Iteration 64Q: 3 clusters Score -9804929 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 83181 members 
Entering Unmasked Estep 
Score: -9804977.000000 Penalty: 5639.406250
	Iteration 65Q: 3 clusters Score -9804977 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -9805013.000000 Penalty: 5639.406250
	Iteration 66Q: 3 clusters Score -9805013 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 83506 members 
Entering Unmasked Estep 
Score: -9805069.000000 Penalty: 5639.406250
	Iteration 67Q: 3 clusters Score -9805069 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -9805132.000000 Penalty: 5639.406250
	Iteration 68Q: 3 clusters Score -9805132 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 83726 members 
Entering Unmasked Estep 
Score: -9805152.000000 Penalty: 5639.406250
	Iteration 69Q: 3 clusters Score -9805152 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 83818 members 
Entering Unmasked Estep 
Score: -9805166.000000 Penalty: 5639.406250
	Iteration 70Q: 3 clusters Score -9805166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 83883 members 
Entering Unmasked Estep 
Score: -9805193.000000 Penalty: 5639.406250
	Iteration 71Q: 3 clusters Score -9805193 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 83936 members 
Entering Unmasked Estep 
Score: -9805204.000000 Penalty: 5639.406250
	Iteration 72Q: 3 clusters Score -9805204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 83996 members 
Entering Unmasked Estep 
Score: -9805221.000000 Penalty: 5639.406250
	Iteration 73Q: 3 clusters Score -9805221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 84046 members 
Entering Unmasked Estep 
Score: -9805210.000000 Penalty: 5639.406250
	Iteration 74Q: 3 clusters Score -9805210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 84095 members 
Entering Unmasked Estep 
Score: -9805241.000000 Penalty: 5639.406250
	Iteration 75Q: 3 clusters Score -9805241 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -9805251.000000 Penalty: 5639.406250
	Iteration 76Q: 3 clusters Score -9805251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 84180 members 
Entering Unmasked Estep 
Score: -9805250.000000 Penalty: 5639.406250
	Iteration 77Q: 3 clusters Score -9805250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -9805266.000000 Penalty: 5639.406250
	Iteration 78Q: 3 clusters Score -9805266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 84252 members 
Entering Unmasked Estep 
Score: -9805270.000000 Penalty: 5639.406250
	Iteration 79Q: 3 clusters Score -9805270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 84289 members 
Entering Unmasked Estep 
Score: -9805280.000000 Penalty: 5639.406250
	Iteration 80F: 3 clusters Score -9805280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 84325 members 
Entering Unmasked Estep 
Score: -9805300.000000 Penalty: 5639.406250
	Iteration 81Q: 3 clusters Score -9805300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 84356 members 
Entering Unmasked Estep 
Score: -9805305.000000 Penalty: 5639.406250
	Iteration 82Q: 3 clusters Score -9805305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 84384 members 
Entering Unmasked Estep 
Score: -9805309.000000 Penalty: 5639.406250
	Iteration 83Q: 3 clusters Score -9805309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -9805318.000000 Penalty: 5639.406250
	Iteration 84Q: 3 clusters Score -9805318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 84440 members 
Entering Unmasked Estep 
Score: -9805317.000000 Penalty: 5639.406250
	Iteration 85Q: 3 clusters Score -9805317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 84463 members 
Entering Unmasked Estep 
Score: -9805326.000000 Penalty: 5639.406250
	Iteration 86Q: 3 clusters Score -9805326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -9805332.000000 Penalty: 5639.406250
	Iteration 87Q: 3 clusters Score -9805332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 84495 members 
Entering Unmasked Estep 
Score: -9805341.000000 Penalty: 5639.406250
	Iteration 88Q: 3 clusters Score -9805341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 84511 members 
Entering Unmasked Estep 
Score: -9805341.000000 Penalty: 5639.406250
	Iteration 89Q: 3 clusters Score -9805341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 84522 members 
Entering Unmasked Estep 
Score: -9805347.000000 Penalty: 5639.406250
	Iteration 90Q: 3 clusters Score -9805347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 84529 members 
Entering Unmasked Estep 
Score: -9805346.000000 Penalty: 5639.406250
	Iteration 91Q: 3 clusters Score -9805346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 84534 members 
Entering Unmasked Estep 
Score: -9805354.000000 Penalty: 5639.406250
	Iteration 92Q: 3 clusters Score -9805354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 84540 members 
Entering Unmasked Estep 
Score: -9805341.000000 Penalty: 5639.406250
	Iteration 93Q: 3 clusters Score -9805341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -9805337.000000 Penalty: 5639.406250
	Iteration 94Q: 3 clusters Score -9805337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 84550 members 
Entering Unmasked Estep 
Score: -9805343.000000 Penalty: 5639.406250
	Iteration 95Q: 3 clusters Score -9805343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 84553 members 
Entering Unmasked Estep 
Score: -9805340.000000 Penalty: 5639.406250
	Iteration 96Q: 3 clusters Score -9805340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -9805346.000000 Penalty: 5639.406250
	Iteration 97Q: 3 clusters Score -9805346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -9805352.000000 Penalty: 5639.406250
	Iteration 98Q: 3 clusters Score -9805352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 84558 members 
Entering Unmasked Estep 
Score: -9805357.000000 Penalty: 5639.406250
	Iteration 99Q: 3 clusters Score -9805357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 84561 members 
Entering Unmasked Estep 
Score: -9805355.000000 Penalty: 5639.406250
	Iteration 100F: 3 clusters Score -9805355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -9805358.000000 Penalty: 5639.406250
	Iteration 101Q: 3 clusters Score -9805358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 84569 members 
Entering Unmasked Estep 
Score: -9805346.000000 Penalty: 5639.406250
	Iteration 102Q: 3 clusters Score -9805346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 84572 members 
Entering Unmasked Estep 
Score: -9805343.000000 Penalty: 5639.406250
	Iteration 103Q: 3 clusters Score -9805343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 84572 members 
Entering Unmasked Estep 
Score: -9805345.000000 Penalty: 5639.406250
	Iteration 104Q: 3 clusters Score -9805345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 84574 members 
Entering Unmasked Estep 
Score: -9805347.000000 Penalty: 5639.406250
	Iteration 105Q: 3 clusters Score -9805347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
Score: -9805350.000000 Penalty: 5639.406250
	Iteration 106Q: 3 clusters Score -9805350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 84575 members 
Entering Unmasked Estep 
Score: -9805350.000000 Penalty: 5639.406250
	Iteration 107F: 3 clusters Score -9805350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -171373.484375 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -171373.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -168959.593750 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -168959.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -169709.640625 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -169709.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -170166.859375 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -170166.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -170606.437500 Penalty: 3715.579346
	Iteration 3F: 3 clusters Score -170606.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -171148.921875 Penalty: 3715.579346
	Iteration 4F: 3 clusters Score -171148.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -171434.921875 Penalty: 3715.579346
	Iteration 5F: 3 clusters Score -171434.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -171628.500000 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -171628.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -171722.062500 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -171722.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -171813.406250 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -171813.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -172014.265625 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -172014.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -172142.000000 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -172142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -172236.531250 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -172236.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -172306.203125 Penalty: 3715.579346
	Iteration 12Q: 3 clusters Score -172306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -172314.375000 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -172314.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -172318.546875 Penalty: 3715.579346
	Iteration 14Q: 3 clusters Score -172318.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -172323.296875 Penalty: 3715.579346
	Iteration 15Q: 3 clusters Score -172323.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -172323.296875 Penalty: 3715.579346
	Iteration 16F: 3 clusters Score -172323.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28764 members 
Mstep: Class 3 contains 29513 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 8028 members 
Mstep: Class 7 contains 86662 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 9 contains 1036 members 
Mstep: Class 10 contains 81364 members 
Mstep: Class 11 contains 41834 members 
Mstep: Class 13 contains 38586 members 
Mstep: Class 14 contains 139838 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31197 members 
Mstep: Class 18 contains 321777 members 
Mstep: Class 19 contains 44268 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
Score: -98006232.000000 Penalty: 68007.921875
Splitting cluster 8 changes total score from -98006728.000000 to -98006232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (81364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Entering Unmasked Estep 
Score: -9244944.000000 Penalty: 2804.058594
	Iteration 0F: 2 clusters Score -9244944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -9190873.000000 Penalty: 5608.117188
	Iteration 0F: 3 clusters Score -9190873 nChanged 38054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -9211819.000000 Penalty: 5608.117188
	Iteration 1F: 3 clusters Score -9211819 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -9212235.000000 Penalty: 5608.117188
	Iteration 2Q: 3 clusters Score -9212235 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -9212755.000000 Penalty: 5608.117188
	Iteration 3Q: 3 clusters Score -9212755 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -9213104.000000 Penalty: 5608.117188
	Iteration 4Q: 3 clusters Score -9213104 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -9213519.000000 Penalty: 5608.117188
	Iteration 5Q: 3 clusters Score -9213519 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -9213950.000000 Penalty: 5608.117188
	Iteration 6Q: 3 clusters Score -9213950 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -9214340.000000 Penalty: 5608.117188
	Iteration 7Q: 3 clusters Score -9214340 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -9214758.000000 Penalty: 5608.117188
	Iteration 8Q: 3 clusters Score -9214758 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -9215229.000000 Penalty: 5608.117188
	Iteration 9Q: 3 clusters Score -9215229 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -9216009.000000 Penalty: 5608.117188
	Iteration 10Q: 3 clusters Score -9216009 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -9217122.000000 Penalty: 5608.117188
	Iteration 11Q: 3 clusters Score -9217122 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -9218389.000000 Penalty: 5608.117188
	Iteration 12Q: 3 clusters Score -9218389 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -9219910.000000 Penalty: 5608.117188
	Iteration 13Q: 3 clusters Score -9219910 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -9221382.000000 Penalty: 5608.117188
	Iteration 14Q: 3 clusters Score -9221382 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -9222780.000000 Penalty: 5608.117188
	Iteration 15Q: 3 clusters Score -9222780 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -9224033.000000 Penalty: 5608.117188
	Iteration 16Q: 3 clusters Score -9224033 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -9225066.000000 Penalty: 5608.117188
	Iteration 17Q: 3 clusters Score -9225066 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -9226003.000000 Penalty: 5608.117188
	Iteration 18Q: 3 clusters Score -9226003 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -9226930.000000 Penalty: 5608.117188
	Iteration 19Q: 3 clusters Score -9226930 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -9227962.000000 Penalty: 5608.117188
	Iteration 20F: 3 clusters Score -9227962 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -9229057.000000 Penalty: 5608.117188
	Iteration 21Q: 3 clusters Score -9229057 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -9230296.000000 Penalty: 5608.117188
	Iteration 22Q: 3 clusters Score -9230296 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -9231582.000000 Penalty: 5608.117188
	Iteration 23Q: 3 clusters Score -9231582 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -9232728.000000 Penalty: 5608.117188
	Iteration 24Q: 3 clusters Score -9232728 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -9233879.000000 Penalty: 5608.117188
	Iteration 25Q: 3 clusters Score -9233879 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -9234762.000000 Penalty: 5608.117188
	Iteration 26Q: 3 clusters Score -9234762 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -9235412.000000 Penalty: 5608.117188
	Iteration 27Q: 3 clusters Score -9235412 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -9235849.000000 Penalty: 5608.117188
	Iteration 28Q: 3 clusters Score -9235849 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -9236126.000000 Penalty: 5608.117188
	Iteration 29Q: 3 clusters Score -9236126 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -9236312.000000 Penalty: 5608.117188
	Iteration 30Q: 3 clusters Score -9236312 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -9236434.000000 Penalty: 5608.117188
	Iteration 31Q: 3 clusters Score -9236434 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -9236488.000000 Penalty: 5608.117188
	Iteration 32Q: 3 clusters Score -9236488 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -9236532.000000 Penalty: 5608.117188
	Iteration 33Q: 3 clusters Score -9236532 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -9236573.000000 Penalty: 5608.117188
	Iteration 34Q: 3 clusters Score -9236573 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -9236604.000000 Penalty: 5608.117188
	Iteration 35Q: 3 clusters Score -9236604 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -9236623.000000 Penalty: 5608.117188
	Iteration 36Q: 3 clusters Score -9236623 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -9236630.000000 Penalty: 5608.117188
	Iteration 37Q: 3 clusters Score -9236630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -9236646.000000 Penalty: 5608.117188
	Iteration 38Q: 3 clusters Score -9236646 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -9236635.000000 Penalty: 5608.117188
	Iteration 39Q: 3 clusters Score -9236635 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -9236676.000000 Penalty: 5608.117188
	Iteration 40F: 3 clusters Score -9236676 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -9236693.000000 Penalty: 5608.117188
	Iteration 41Q: 3 clusters Score -9236693 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -9236675.000000 Penalty: 5608.117188
	Iteration 42Q: 3 clusters Score -9236675 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -9236702.000000 Penalty: 5608.117188
	Iteration 43Q: 3 clusters Score -9236702 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -9236710.000000 Penalty: 5608.117188
	Iteration 44Q: 3 clusters Score -9236710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -9236723.000000 Penalty: 5608.117188
	Iteration 45Q: 3 clusters Score -9236723 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -9236725.000000 Penalty: 5608.117188
	Iteration 46Q: 3 clusters Score -9236725 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -9236726.000000 Penalty: 5608.117188
	Iteration 47Q: 3 clusters Score -9236726 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -9236709.000000 Penalty: 5608.117188
	Iteration 48Q: 3 clusters Score -9236709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -9236710.000000 Penalty: 5608.117188
	Iteration 49Q: 3 clusters Score -9236710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -9236713.000000 Penalty: 5608.117188
	Iteration 50Q: 3 clusters Score -9236713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -9236709.000000 Penalty: 5608.117188
	Iteration 51Q: 3 clusters Score -9236709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -9236726.000000 Penalty: 5608.117188
	Iteration 52Q: 3 clusters Score -9236726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -9236719.000000 Penalty: 5608.117188
	Iteration 53Q: 3 clusters Score -9236719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -9236726.000000 Penalty: 5608.117188
	Iteration 54Q: 3 clusters Score -9236726 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -9236732.000000 Penalty: 5608.117188
	Iteration 55Q: 3 clusters Score -9236732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -9236739.000000 Penalty: 5608.117188
	Iteration 56Q: 3 clusters Score -9236739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -9236741.000000 Penalty: 5608.117188
	Iteration 57Q: 3 clusters Score -9236741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -9236738.000000 Penalty: 5608.117188
	Iteration 58Q: 3 clusters Score -9236738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -9236746.000000 Penalty: 5608.117188
	Iteration 59Q: 3 clusters Score -9236746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -9236742.000000 Penalty: 5608.117188
	Iteration 60F: 3 clusters Score -9236742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -9236754.000000 Penalty: 5608.117188
	Iteration 61Q: 3 clusters Score -9236754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -9236744.000000 Penalty: 5608.117188
	Iteration 62Q: 3 clusters Score -9236744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -9236764.000000 Penalty: 5608.117188
	Iteration 63Q: 3 clusters Score -9236764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -9236763.000000 Penalty: 5608.117188
	Iteration 64Q: 3 clusters Score -9236763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -9236772.000000 Penalty: 5608.117188
	Iteration 65Q: 3 clusters Score -9236772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -9236762.000000 Penalty: 5608.117188
	Iteration 66Q: 3 clusters Score -9236762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -9236739.000000 Penalty: 5608.117188
	Iteration 67Q: 3 clusters Score -9236739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -9236756.000000 Penalty: 5608.117188
	Iteration 68Q: 3 clusters Score -9236756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -9236755.000000 Penalty: 5608.117188
	Iteration 69Q: 3 clusters Score -9236755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -9236745.000000 Penalty: 5608.117188
	Iteration 70Q: 3 clusters Score -9236745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -9236755.000000 Penalty: 5608.117188
	Iteration 71Q: 3 clusters Score -9236755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -9236753.000000 Penalty: 5608.117188
	Iteration 72Q: 3 clusters Score -9236753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -9236751.000000 Penalty: 5608.117188
	Iteration 73Q: 3 clusters Score -9236751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -9236733.000000 Penalty: 5608.117188
	Iteration 74Q: 3 clusters Score -9236733 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -9236738.000000 Penalty: 5608.117188
	Iteration 75Q: 3 clusters Score -9236738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -9236746.000000 Penalty: 5608.117188
	Iteration 76Q: 3 clusters Score -9236746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -9236742.000000 Penalty: 5608.117188
	Iteration 77Q: 3 clusters Score -9236742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -9236739.000000 Penalty: 5608.117188
	Iteration 78Q: 3 clusters Score -9236739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -9236751.000000 Penalty: 5608.117188
	Iteration 79Q: 3 clusters Score -9236751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -9236754.000000 Penalty: 5608.117188
	Iteration 80F: 3 clusters Score -9236754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -9236750.000000 Penalty: 5608.117188
	Iteration 81Q: 3 clusters Score -9236750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -9236767.000000 Penalty: 5608.117188
	Iteration 82Q: 3 clusters Score -9236767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -9236744.000000 Penalty: 5608.117188
	Iteration 83Q: 3 clusters Score -9236744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -9236737.000000 Penalty: 5608.117188
	Iteration 84Q: 3 clusters Score -9236737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -9236737.000000 Penalty: 5608.117188
	Iteration 85Q: 3 clusters Score -9236737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -9236750.000000 Penalty: 5608.117188
	Iteration 86Q: 3 clusters Score -9236750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -9236759.000000 Penalty: 5608.117188
	Iteration 87Q: 3 clusters Score -9236759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -9236750.000000 Penalty: 5608.117188
	Iteration 88Q: 3 clusters Score -9236750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -9236754.000000 Penalty: 5608.117188
	Iteration 89Q: 3 clusters Score -9236754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -9236757.000000 Penalty: 5608.117188
	Iteration 90Q: 3 clusters Score -9236757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -9236767.000000 Penalty: 5608.117188
	Iteration 91Q: 3 clusters Score -9236767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -9236761.000000 Penalty: 5608.117188
	Iteration 92Q: 3 clusters Score -9236761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -9236760.000000 Penalty: 5608.117188
	Iteration 93Q: 3 clusters Score -9236760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -9236770.000000 Penalty: 5608.117188
	Iteration 94Q: 3 clusters Score -9236770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -9236776.000000 Penalty: 5608.117188
	Iteration 95Q: 3 clusters Score -9236776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -9236771.000000 Penalty: 5608.117188
	Iteration 96Q: 3 clusters Score -9236771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -9236772.000000 Penalty: 5608.117188
	Iteration 97Q: 3 clusters Score -9236772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -9236771.000000 Penalty: 5608.117188
	Iteration 98Q: 3 clusters Score -9236771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -9236778.000000 Penalty: 5608.117188
	Iteration 99Q: 3 clusters Score -9236778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -9236781.000000 Penalty: 5608.117188
	Iteration 100F: 3 clusters Score -9236781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -9236780.000000 Penalty: 5608.117188
	Iteration 101Q: 3 clusters Score -9236780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34144 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -9236784.000000 Penalty: 5608.117188
	Iteration 102Q: 3 clusters Score -9236784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -9236778.000000 Penalty: 5608.117188
	Iteration 103Q: 3 clusters Score -9236778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -9236778.000000 Penalty: 5608.117188
	Iteration 104Q: 3 clusters Score -9236778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -9236776.000000 Penalty: 5608.117188
	Iteration 105Q: 3 clusters Score -9236776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -9236772.000000 Penalty: 5608.117188
	Iteration 106Q: 3 clusters Score -9236772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -9236775.000000 Penalty: 5608.117188
	Iteration 107Q: 3 clusters Score -9236775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -9236779.000000 Penalty: 5608.117188
	Iteration 108Q: 3 clusters Score -9236779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -9236783.000000 Penalty: 5608.117188
	Iteration 109Q: 3 clusters Score -9236783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -9236774.000000 Penalty: 5608.117188
	Iteration 110Q: 3 clusters Score -9236774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -9236768.000000 Penalty: 5608.117188
	Iteration 111Q: 3 clusters Score -9236768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -9236784.000000 Penalty: 5608.117188
	Iteration 112Q: 3 clusters Score -9236784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -9236791.000000 Penalty: 5608.117188
	Iteration 113Q: 3 clusters Score -9236791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -9236797.000000 Penalty: 5608.117188
	Iteration 114Q: 3 clusters Score -9236797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -9236796.000000 Penalty: 5608.117188
	Iteration 115Q: 3 clusters Score -9236796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -9236804.000000 Penalty: 5608.117188
	Iteration 116Q: 3 clusters Score -9236804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -9236799.000000 Penalty: 5608.117188
	Iteration 117Q: 3 clusters Score -9236799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -9236790.000000 Penalty: 5608.117188
	Iteration 118Q: 3 clusters Score -9236790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -9236793.000000 Penalty: 5608.117188
	Iteration 119Q: 3 clusters Score -9236793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -9236790.000000 Penalty: 5608.117188
	Iteration 120F: 3 clusters Score -9236790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -9236797.000000 Penalty: 5608.117188
	Iteration 121Q: 3 clusters Score -9236797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -9236797.000000 Penalty: 5608.117188
	Iteration 122Q: 3 clusters Score -9236797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 47434 members 
Entering Unmasked Estep 
Score: -9236795.000000 Penalty: 5608.117188
	Iteration 123Q: 3 clusters Score -9236795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -9236804.000000 Penalty: 5608.117188
	Iteration 124Q: 3 clusters Score -9236804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -9236807.000000 Penalty: 5608.117188
	Iteration 125Q: 3 clusters Score -9236807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -9236807.000000 Penalty: 5608.117188
	Iteration 126Q: 3 clusters Score -9236807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -9236819.000000 Penalty: 5608.117188
	Iteration 127Q: 3 clusters Score -9236819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -9236814.000000 Penalty: 5608.117188
	Iteration 128Q: 3 clusters Score -9236814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -9236816.000000 Penalty: 5608.117188
	Iteration 129Q: 3 clusters Score -9236816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -9236819.000000 Penalty: 5608.117188
	Iteration 130Q: 3 clusters Score -9236819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -9236817.000000 Penalty: 5608.117188
	Iteration 131Q: 3 clusters Score -9236817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -9236831.000000 Penalty: 5608.117188
	Iteration 132Q: 3 clusters Score -9236831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33793 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -9236825.000000 Penalty: 5608.117188
	Iteration 133Q: 3 clusters Score -9236825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -9236822.000000 Penalty: 5608.117188
	Iteration 134Q: 3 clusters Score -9236822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -9236819.000000 Penalty: 5608.117188
	Iteration 135Q: 3 clusters Score -9236819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -9236831.000000 Penalty: 5608.117188
	Iteration 136Q: 3 clusters Score -9236831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -9236823.000000 Penalty: 5608.117188
	Iteration 137Q: 3 clusters Score -9236823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -9236816.000000 Penalty: 5608.117188
	Iteration 138Q: 3 clusters Score -9236816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -9236816.000000 Penalty: 5608.117188
	Iteration 139Q: 3 clusters Score -9236816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -9236824.000000 Penalty: 5608.117188
	Iteration 140F: 3 clusters Score -9236824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -9236819.000000 Penalty: 5608.117188
	Iteration 141Q: 3 clusters Score -9236819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -9236817.000000 Penalty: 5608.117188
	Iteration 142Q: 3 clusters Score -9236817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -9236807.000000 Penalty: 5608.117188
	Iteration 143Q: 3 clusters Score -9236807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -9236796.000000 Penalty: 5608.117188
	Iteration 144Q: 3 clusters Score -9236796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -9236776.000000 Penalty: 5608.117188
	Iteration 145Q: 3 clusters Score -9236776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -9236772.000000 Penalty: 5608.117188
	Iteration 146Q: 3 clusters Score -9236772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -9236777.000000 Penalty: 5608.117188
	Iteration 147Q: 3 clusters Score -9236777 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -9236769.000000 Penalty: 5608.117188
	Iteration 148Q: 3 clusters Score -9236769 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -9236777.000000 Penalty: 5608.117188
	Iteration 149Q: 3 clusters Score -9236777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -9236776.000000 Penalty: 5608.117188
	Iteration 150Q: 3 clusters Score -9236776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -9236772.000000 Penalty: 5608.117188
	Iteration 151Q: 3 clusters Score -9236772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -9236757.000000 Penalty: 5608.117188
	Iteration 152Q: 3 clusters Score -9236757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -9236759.000000 Penalty: 5608.117188
	Iteration 153Q: 3 clusters Score -9236759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -9236752.000000 Penalty: 5608.117188
	Iteration 154Q: 3 clusters Score -9236752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -9236761.000000 Penalty: 5608.117188
	Iteration 155Q: 3 clusters Score -9236761 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -9236760.000000 Penalty: 5608.117188
	Iteration 156Q: 3 clusters Score -9236760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -9236746.000000 Penalty: 5608.117188
	Iteration 157Q: 3 clusters Score -9236746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -9236751.000000 Penalty: 5608.117188
	Iteration 158Q: 3 clusters Score -9236751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -9236749.000000 Penalty: 5608.117188
	Iteration 159Q: 3 clusters Score -9236749 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -9236753.000000 Penalty: 5608.117188
	Iteration 160F: 3 clusters Score -9236753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -9236751.000000 Penalty: 5608.117188
	Iteration 161Q: 3 clusters Score -9236751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -9236750.000000 Penalty: 5608.117188
	Iteration 162Q: 3 clusters Score -9236750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -9236760.000000 Penalty: 5608.117188
	Iteration 163Q: 3 clusters Score -9236760 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -9236737.000000 Penalty: 5608.117188
	Iteration 164Q: 3 clusters Score -9236737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -9236755.000000 Penalty: 5608.117188
	Iteration 165Q: 3 clusters Score -9236755 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -9236750.000000 Penalty: 5608.117188
	Iteration 166Q: 3 clusters Score -9236750 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -9236740.000000 Penalty: 5608.117188
	Iteration 167Q: 3 clusters Score -9236740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -9236726.000000 Penalty: 5608.117188
	Iteration 168Q: 3 clusters Score -9236726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -9236740.000000 Penalty: 5608.117188
	Iteration 169Q: 3 clusters Score -9236740 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -9236746.000000 Penalty: 5608.117188
	Iteration 170Q: 3 clusters Score -9236746 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -9236725.000000 Penalty: 5608.117188
	Iteration 171Q: 3 clusters Score -9236725 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -9236738.000000 Penalty: 5608.117188
	Iteration 172Q: 3 clusters Score -9236738 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -9236740.000000 Penalty: 5608.117188
	Iteration 173Q: 3 clusters Score -9236740 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -9236756.000000 Penalty: 5608.117188
	Iteration 174Q: 3 clusters Score -9236756 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -9236750.000000 Penalty: 5608.117188
	Iteration 175Q: 3 clusters Score -9236750 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -9236744.000000 Penalty: 5608.117188
	Iteration 176Q: 3 clusters Score -9236744 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -9236732.000000 Penalty: 5608.117188
	Iteration 177Q: 3 clusters Score -9236732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -9236750.000000 Penalty: 5608.117188
	Iteration 178Q: 3 clusters Score -9236750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -9236770.000000 Penalty: 5608.117188
	Iteration 179Q: 3 clusters Score -9236770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -9236779.000000 Penalty: 5608.117188
	Iteration 180F: 3 clusters Score -9236779 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -9236776.000000 Penalty: 5608.117188
	Iteration 181Q: 3 clusters Score -9236776 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -9236807.000000 Penalty: 5608.117188
	Iteration 182Q: 3 clusters Score -9236807 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -9236817.000000 Penalty: 5608.117188
	Iteration 183Q: 3 clusters Score -9236817 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -9236829.000000 Penalty: 5608.117188
	Iteration 184Q: 3 clusters Score -9236829 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -9236846.000000 Penalty: 5608.117188
	Iteration 185Q: 3 clusters Score -9236846 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -9236857.000000 Penalty: 5608.117188
	Iteration 186Q: 3 clusters Score -9236857 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -9236868.000000 Penalty: 5608.117188
	Iteration 187Q: 3 clusters Score -9236868 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -9236905.000000 Penalty: 5608.117188
	Iteration 188Q: 3 clusters Score -9236905 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -9236899.000000 Penalty: 5608.117188
	Iteration 189Q: 3 clusters Score -9236899 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -9236905.000000 Penalty: 5608.117188
	Iteration 190Q: 3 clusters Score -9236905 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 50817 members 
Entering Unmasked Estep 
Score: -9236909.000000 Penalty: 5608.117188
	Iteration 191Q: 3 clusters Score -9236909 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -9236880.000000 Penalty: 5608.117188
	Iteration 192Q: 3 clusters Score -9236880 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -9236883.000000 Penalty: 5608.117188
	Iteration 193Q: 3 clusters Score -9236883 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -9236898.000000 Penalty: 5608.117188
	Iteration 194Q: 3 clusters Score -9236898 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -9236896.000000 Penalty: 5608.117188
	Iteration 195Q: 3 clusters Score -9236896 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -9236910.000000 Penalty: 5608.117188
	Iteration 196Q: 3 clusters Score -9236910 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -9236886.000000 Penalty: 5608.117188
	Iteration 197Q: 3 clusters Score -9236886 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -9236883.000000 Penalty: 5608.117188
	Iteration 198Q: 3 clusters Score -9236883 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -9236889.000000 Penalty: 5608.117188
	Iteration 199Q: 3 clusters Score -9236889 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 52215 members 
Entering Unmasked Estep 
Score: -9236892.000000 Penalty: 5608.117188
	Iteration 200F: 3 clusters Score -9236892 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -9236906.000000 Penalty: 5608.117188
	Iteration 201Q: 3 clusters Score -9236906 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -9236906.000000 Penalty: 5608.117188
	Iteration 202Q: 3 clusters Score -9236906 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -9236901.000000 Penalty: 5608.117188
	Iteration 203Q: 3 clusters Score -9236901 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 53046 members 
Entering Unmasked Estep 
Score: -9236948.000000 Penalty: 5608.117188
	Iteration 204Q: 3 clusters Score -9236948 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -9236992.000000 Penalty: 5608.117188
	Iteration 205Q: 3 clusters Score -9236992 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 53565 members 
Entering Unmasked Estep 
Score: -9237002.000000 Penalty: 5608.117188
	Iteration 206Q: 3 clusters Score -9237002 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -9237025.000000 Penalty: 5608.117188
	Iteration 207Q: 3 clusters Score -9237025 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -9237069.000000 Penalty: 5608.117188
	Iteration 208Q: 3 clusters Score -9237069 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -9237105.000000 Penalty: 5608.117188
	Iteration 209Q: 3 clusters Score -9237105 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -9237105.000000 Penalty: 5608.117188
	Iteration 210Q: 3 clusters Score -9237105 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -9237131.000000 Penalty: 5608.117188
	Iteration 211Q: 3 clusters Score -9237131 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -9237184.000000 Penalty: 5608.117188
	Iteration 212Q: 3 clusters Score -9237184 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -9237228.000000 Penalty: 5608.117188
	Iteration 213Q: 3 clusters Score -9237228 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -9237287.000000 Penalty: 5608.117188
	Iteration 214Q: 3 clusters Score -9237287 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -9237327.000000 Penalty: 5608.117188
	Iteration 215Q: 3 clusters Score -9237327 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 56726 members 
Entering Unmasked Estep 
Score: -9237337.000000 Penalty: 5608.117188
	Iteration 216Q: 3 clusters Score -9237337 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 57102 members 
Entering Unmasked Estep 
Score: -9237343.000000 Penalty: 5608.117188
	Iteration 217Q: 3 clusters Score -9237343 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -9237378.000000 Penalty: 5608.117188
	Iteration 218Q: 3 clusters Score -9237378 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 57893 members 
Entering Unmasked Estep 
Score: -9237428.000000 Penalty: 5608.117188
	Iteration 219Q: 3 clusters Score -9237428 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 58310 members 
Entering Unmasked Estep 
Score: -9237493.000000 Penalty: 5608.117188
	Iteration 220F: 3 clusters Score -9237493 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 58723 members 
Entering Unmasked Estep 
Score: -9237553.000000 Penalty: 5608.117188
	Iteration 221Q: 3 clusters Score -9237553 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 59127 members 
Entering Unmasked Estep 
Score: -9237597.000000 Penalty: 5608.117188
	Iteration 222Q: 3 clusters Score -9237597 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 59548 members 
Entering Unmasked Estep 
Score: -9237670.000000 Penalty: 5608.117188
	Iteration 223Q: 3 clusters Score -9237670 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -9237705.000000 Penalty: 5608.117188
	Iteration 224Q: 3 clusters Score -9237705 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 60410 members 
Entering Unmasked Estep 
Score: -9237744.000000 Penalty: 5608.117188
	Iteration 225Q: 3 clusters Score -9237744 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 60838 members 
Entering Unmasked Estep 
Score: -9237794.000000 Penalty: 5608.117188
	Iteration 226Q: 3 clusters Score -9237794 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -9237847.000000 Penalty: 5608.117188
	Iteration 227Q: 3 clusters Score -9237847 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -9237911.000000 Penalty: 5608.117188
	Iteration 228Q: 3 clusters Score -9237911 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -9237982.000000 Penalty: 5608.117188
	Iteration 229Q: 3 clusters Score -9237982 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -9238047.000000 Penalty: 5608.117188
	Iteration 230Q: 3 clusters Score -9238047 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 63164 members 
Entering Unmasked Estep 
Score: -9238193.000000 Penalty: 5608.117188
	Iteration 231Q: 3 clusters Score -9238193 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 63677 members 
Entering Unmasked Estep 
Score: -9238228.000000 Penalty: 5608.117188
	Iteration 232Q: 3 clusters Score -9238228 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 64179 members 
Entering Unmasked Estep 
Score: -9238365.000000 Penalty: 5608.117188
	Iteration 233Q: 3 clusters Score -9238365 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 64702 members 
Entering Unmasked Estep 
Score: -9238442.000000 Penalty: 5608.117188
	Iteration 234Q: 3 clusters Score -9238442 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 65265 members 
Entering Unmasked Estep 
Score: -9238522.000000 Penalty: 5608.117188
	Iteration 235Q: 3 clusters Score -9238522 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -9238630.000000 Penalty: 5608.117188
	Iteration 236Q: 3 clusters Score -9238630 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 66435 members 
Entering Unmasked Estep 
Score: -9238743.000000 Penalty: 5608.117188
	Iteration 237Q: 3 clusters Score -9238743 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -9238875.000000 Penalty: 5608.117188
	Iteration 238Q: 3 clusters Score -9238875 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 67669 members 
Entering Unmasked Estep 
Score: -9239032.000000 Penalty: 5608.117188
	Iteration 239Q: 3 clusters Score -9239032 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 68326 members 
Entering Unmasked Estep 
Score: -9239211.000000 Penalty: 5608.117188
	Iteration 240F: 3 clusters Score -9239211 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -9239366.000000 Penalty: 5608.117188
	Iteration 241Q: 3 clusters Score -9239366 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 69775 members 
Entering Unmasked Estep 
Score: -9239535.000000 Penalty: 5608.117188
	Iteration 242Q: 3 clusters Score -9239535 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 70516 members 
Entering Unmasked Estep 
Score: -9239795.000000 Penalty: 5608.117188
	Iteration 243Q: 3 clusters Score -9239795 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -9239949.000000 Penalty: 5608.117188
	Iteration 244Q: 3 clusters Score -9239949 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -9240153.000000 Penalty: 5608.117188
	Iteration 245Q: 3 clusters Score -9240153 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -9240369.000000 Penalty: 5608.117188
	Iteration 246Q: 3 clusters Score -9240369 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 73150 members 
Entering Unmasked Estep 
Score: -9240550.000000 Penalty: 5608.117188
	Iteration 247Q: 3 clusters Score -9240550 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 73765 members 
Entering Unmasked Estep 
Score: -9240715.000000 Penalty: 5608.117188
	Iteration 248Q: 3 clusters Score -9240715 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -9240864.000000 Penalty: 5608.117188
	Iteration 249Q: 3 clusters Score -9240864 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 74899 members 
Entering Unmasked Estep 
Score: -9241068.000000 Penalty: 5608.117188
	Iteration 250Q: 3 clusters Score -9241068 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 75410 members 
Entering Unmasked Estep 
Score: -9241258.000000 Penalty: 5608.117188
	Iteration 251Q: 3 clusters Score -9241258 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -9241420.000000 Penalty: 5608.117188
	Iteration 252Q: 3 clusters Score -9241420 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -9241589.000000 Penalty: 5608.117188
	Iteration 253Q: 3 clusters Score -9241589 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 76793 members 
Entering Unmasked Estep 
Score: -9241742.000000 Penalty: 5608.117188
	Iteration 254Q: 3 clusters Score -9241742 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 77164 members 
Entering Unmasked Estep 
Score: -9241836.000000 Penalty: 5608.117188
	Iteration 255Q: 3 clusters Score -9241836 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 77538 members 
Entering Unmasked Estep 
Score: -9241988.000000 Penalty: 5608.117188
	Iteration 256Q: 3 clusters Score -9241988 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -9242097.000000 Penalty: 5608.117188
	Iteration 257Q: 3 clusters Score -9242097 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 78178 members 
Entering Unmasked Estep 
Score: -9242234.000000 Penalty: 5608.117188
	Iteration 258Q: 3 clusters Score -9242234 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 78436 members 
Entering Unmasked Estep 
Score: -9242314.000000 Penalty: 5608.117188
	Iteration 259Q: 3 clusters Score -9242314 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 78650 members 
Entering Unmasked Estep 
Score: -9242363.000000 Penalty: 5608.117188
	Iteration 260F: 3 clusters Score -9242363 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -9242477.000000 Penalty: 5608.117188
	Iteration 261Q: 3 clusters Score -9242477 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 79019 members 
Entering Unmasked Estep 
Score: -9242545.000000 Penalty: 5608.117188
	Iteration 262Q: 3 clusters Score -9242545 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 79160 members 
Entering Unmasked Estep 
Score: -9242571.000000 Penalty: 5608.117188
	Iteration 263Q: 3 clusters Score -9242571 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 79284 members 
Entering Unmasked Estep 
Score: -9242611.000000 Penalty: 5608.117188
	Iteration 264Q: 3 clusters Score -9242611 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 79392 members 
Entering Unmasked Estep 
Score: -9242657.000000 Penalty: 5608.117188
	Iteration 265Q: 3 clusters Score -9242657 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -9242653.000000 Penalty: 5608.117188
	Iteration 266Q: 3 clusters Score -9242653 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 79559 members 
Entering Unmasked Estep 
Score: -9242674.000000 Penalty: 5608.117188
	Iteration 267Q: 3 clusters Score -9242674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 79618 members 
Entering Unmasked Estep 
Score: -9242691.000000 Penalty: 5608.117188
	Iteration 268Q: 3 clusters Score -9242691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 79664 members 
Entering Unmasked Estep 
Score: -9242706.000000 Penalty: 5608.117188
	Iteration 269Q: 3 clusters Score -9242706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
Score: -9242707.000000 Penalty: 5608.117188
	Iteration 270Q: 3 clusters Score -9242707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -9242734.000000 Penalty: 5608.117188
	Iteration 271Q: 3 clusters Score -9242734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 79771 members 
Entering Unmasked Estep 
Score: -9242734.000000 Penalty: 5608.117188
	Iteration 272Q: 3 clusters Score -9242734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -9242754.000000 Penalty: 5608.117188
	Iteration 273Q: 3 clusters Score -9242754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -9242761.000000 Penalty: 5608.117188
	Iteration 274Q: 3 clusters Score -9242761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 79868 members 
Entering Unmasked Estep 
Score: -9242810.000000 Penalty: 5608.117188
	Iteration 275Q: 3 clusters Score -9242810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 79900 members 
Entering Unmasked Estep 
Score: -9242819.000000 Penalty: 5608.117188
	Iteration 276Q: 3 clusters Score -9242819 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 79925 members 
Entering Unmasked Estep 
Score: -9242815.000000 Penalty: 5608.117188
	Iteration 277Q: 3 clusters Score -9242815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -9242821.000000 Penalty: 5608.117188
	Iteration 278Q: 3 clusters Score -9242821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -9242821.000000 Penalty: 5608.117188
	Iteration 279Q: 3 clusters Score -9242821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 79976 members 
Entering Unmasked Estep 
Score: -9242808.000000 Penalty: 5608.117188
	Iteration 280F: 3 clusters Score -9242808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 79985 members 
Entering Unmasked Estep 
Score: -9242812.000000 Penalty: 5608.117188
	Iteration 281Q: 3 clusters Score -9242812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 79995 members 
Entering Unmasked Estep 
Score: -9242808.000000 Penalty: 5608.117188
	Iteration 282Q: 3 clusters Score -9242808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 79998 members 
Entering Unmasked Estep 
Score: -9242811.000000 Penalty: 5608.117188
	Iteration 283Q: 3 clusters Score -9242811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 80003 members 
Entering Unmasked Estep 
Score: -9242813.000000 Penalty: 5608.117188
	Iteration 284Q: 3 clusters Score -9242813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 80009 members 
Entering Unmasked Estep 
Score: -9242816.000000 Penalty: 5608.117188
	Iteration 285Q: 3 clusters Score -9242816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 80016 members 
Entering Unmasked Estep 
Score: -9242819.000000 Penalty: 5608.117188
	Iteration 286Q: 3 clusters Score -9242819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 80023 members 
Entering Unmasked Estep 
Score: -9242810.000000 Penalty: 5608.117188
	Iteration 287Q: 3 clusters Score -9242810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 80030 members 
Entering Unmasked Estep 
Score: -9242822.000000 Penalty: 5608.117188
	Iteration 288Q: 3 clusters Score -9242822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 80033 members 
Entering Unmasked Estep 
Score: -9242817.000000 Penalty: 5608.117188
	Iteration 289Q: 3 clusters Score -9242817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 80035 members 
Entering Unmasked Estep 
Score: -9242815.000000 Penalty: 5608.117188
	Iteration 290Q: 3 clusters Score -9242815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 80037 members 
Entering Unmasked Estep 
Score: -9242821.000000 Penalty: 5608.117188
	Iteration 291Q: 3 clusters Score -9242821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 80040 members 
Entering Unmasked Estep 
Score: -9242822.000000 Penalty: 5608.117188
	Iteration 292Q: 3 clusters Score -9242822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 80042 members 
Entering Unmasked Estep 
Score: -9242823.000000 Penalty: 5608.117188
	Iteration 293Q: 3 clusters Score -9242823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 80044 members 
Entering Unmasked Estep 
Score: -9242829.000000 Penalty: 5608.117188
	Iteration 294Q: 3 clusters Score -9242829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 80046 members 
Entering Unmasked Estep 
Score: -9242823.000000 Penalty: 5608.117188
	Iteration 295Q: 3 clusters Score -9242823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 80046 members 
Entering Unmasked Estep 
Score: -9242823.000000 Penalty: 5608.117188
	Iteration 296F: 3 clusters Score -9242823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Entering Unmasked Estep 
Score: -4534717.500000 Penalty: 2639.083008
	Iteration 0F: 2 clusters Score -4534718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -4506382.500000 Penalty: 5278.166016
	Iteration 0F: 3 clusters Score -4506382 nChanged 19210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -4517112.500000 Penalty: 5278.166016
	Iteration 1F: 3 clusters Score -4517112 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -4517899.000000 Penalty: 5278.166016
	Iteration 2Q: 3 clusters Score -4517899 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -4518825.000000 Penalty: 5278.166016
	Iteration 3Q: 3 clusters Score -4518825 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -4520074.500000 Penalty: 5278.166016
	Iteration 4Q: 3 clusters Score -4520074 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -4521573.000000 Penalty: 5278.166016
	Iteration 5F: 3 clusters Score -4521573 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -4523161.500000 Penalty: 5278.166016
	Iteration 6F: 3 clusters Score -4523162 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -4524664.500000 Penalty: 5278.166016
	Iteration 7F: 3 clusters Score -4524664 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -4525997.000000 Penalty: 5278.166016
	Iteration 8Q: 3 clusters Score -4525997 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -4527105.500000 Penalty: 5278.166016
	Iteration 9Q: 3 clusters Score -4527106 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -4528028.500000 Penalty: 5278.166016
	Iteration 10Q: 3 clusters Score -4528028 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -4528851.000000 Penalty: 5278.166016
	Iteration 11Q: 3 clusters Score -4528851 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -4529621.500000 Penalty: 5278.166016
	Iteration 12Q: 3 clusters Score -4529622 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -4530225.500000 Penalty: 5278.166016
	Iteration 13Q: 3 clusters Score -4530226 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4530785.500000 Penalty: 5278.166016
	Iteration 14Q: 3 clusters Score -4530786 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4531202.500000 Penalty: 5278.166016
	Iteration 15Q: 3 clusters Score -4531202 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4531539.000000 Penalty: 5278.166016
	Iteration 16Q: 3 clusters Score -4531539 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4531761.500000 Penalty: 5278.166016
	Iteration 17Q: 3 clusters Score -4531762 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4531911.000000 Penalty: 5278.166016
	Iteration 18Q: 3 clusters Score -4531911 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4532036.000000 Penalty: 5278.166016
	Iteration 19Q: 3 clusters Score -4532036 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4532144.500000 Penalty: 5278.166016
	Iteration 20F: 3 clusters Score -4532144 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4532226.500000 Penalty: 5278.166016
	Iteration 21Q: 3 clusters Score -4532226 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4532275.000000 Penalty: 5278.166016
	Iteration 22Q: 3 clusters Score -4532275 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4532303.500000 Penalty: 5278.166016
	Iteration 23Q: 3 clusters Score -4532304 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4532353.000000 Penalty: 5278.166016
	Iteration 24Q: 3 clusters Score -4532353 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4532381.500000 Penalty: 5278.166016
	Iteration 25Q: 3 clusters Score -4532382 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4532403.000000 Penalty: 5278.166016
	Iteration 26Q: 3 clusters Score -4532403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4532425.000000 Penalty: 5278.166016
	Iteration 27Q: 3 clusters Score -4532425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4532442.500000 Penalty: 5278.166016
	Iteration 28Q: 3 clusters Score -4532442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4532450.000000 Penalty: 5278.166016
	Iteration 29Q: 3 clusters Score -4532450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4532459.500000 Penalty: 5278.166016
	Iteration 30Q: 3 clusters Score -4532460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4532461.000000 Penalty: 5278.166016
	Iteration 31Q: 3 clusters Score -4532461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4532469.000000 Penalty: 5278.166016
	Iteration 32Q: 3 clusters Score -4532469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4532483.000000 Penalty: 5278.166016
	Iteration 33Q: 3 clusters Score -4532483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4532492.500000 Penalty: 5278.166016
	Iteration 34Q: 3 clusters Score -4532492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4532501.500000 Penalty: 5278.166016
	Iteration 35Q: 3 clusters Score -4532502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4532521.000000 Penalty: 5278.166016
	Iteration 36Q: 3 clusters Score -4532521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4532531.500000 Penalty: 5278.166016
	Iteration 37Q: 3 clusters Score -4532532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4532538.500000 Penalty: 5278.166016
	Iteration 38Q: 3 clusters Score -4532538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4532539.000000 Penalty: 5278.166016
	Iteration 39Q: 3 clusters Score -4532539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4532544.500000 Penalty: 5278.166016
	Iteration 40F: 3 clusters Score -4532544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4532545.500000 Penalty: 5278.166016
	Iteration 41Q: 3 clusters Score -4532546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4532547.000000 Penalty: 5278.166016
	Iteration 42Q: 3 clusters Score -4532547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4532550.000000 Penalty: 5278.166016
	Iteration 43Q: 3 clusters Score -4532550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4532550.000000 Penalty: 5278.166016
	Iteration 44F: 3 clusters Score -4532550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Entering Unmasked Estep 
Score: -4346402.000000 Penalty: 2619.040039
	Iteration 0F: 2 clusters Score -4346402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -4320143.000000 Penalty: 5238.080078
	Iteration 0F: 3 clusters Score -4320143 nChanged 17682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -4330211.000000 Penalty: 5238.080078
	Iteration 1F: 3 clusters Score -4330211 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -4331016.500000 Penalty: 5238.080078
	Iteration 2F: 3 clusters Score -4331016 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -4331982.000000 Penalty: 5238.080078
	Iteration 3F: 3 clusters Score -4331982 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -4333109.500000 Penalty: 5238.080078
	Iteration 4F: 3 clusters Score -4333110 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -4334489.500000 Penalty: 5238.080078
	Iteration 5F: 3 clusters Score -4334490 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -4335926.000000 Penalty: 5238.080078
	Iteration 6F: 3 clusters Score -4335926 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -4337260.000000 Penalty: 5238.080078
	Iteration 7F: 3 clusters Score -4337260 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -4338334.500000 Penalty: 5238.080078
	Iteration 8Q: 3 clusters Score -4338334 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -4339127.500000 Penalty: 5238.080078
	Iteration 9Q: 3 clusters Score -4339128 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -4339690.500000 Penalty: 5238.080078
	Iteration 10Q: 3 clusters Score -4339690 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -4340058.500000 Penalty: 5238.080078
	Iteration 11Q: 3 clusters Score -4340058 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -4340288.500000 Penalty: 5238.080078
	Iteration 12Q: 3 clusters Score -4340288 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -4340476.000000 Penalty: 5238.080078
	Iteration 13Q: 3 clusters Score -4340476 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -4340655.500000 Penalty: 5238.080078
	Iteration 14Q: 3 clusters Score -4340656 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -4340844.000000 Penalty: 5238.080078
	Iteration 15Q: 3 clusters Score -4340844 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -4341044.000000 Penalty: 5238.080078
	Iteration 16Q: 3 clusters Score -4341044 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -4341282.500000 Penalty: 5238.080078
	Iteration 17Q: 3 clusters Score -4341282 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4341482.000000 Penalty: 5238.080078
	Iteration 18Q: 3 clusters Score -4341482 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -4341714.000000 Penalty: 5238.080078
	Iteration 19Q: 3 clusters Score -4341714 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -4341940.500000 Penalty: 5238.080078
	Iteration 20F: 3 clusters Score -4341940 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -4342197.000000 Penalty: 5238.080078
	Iteration 21Q: 3 clusters Score -4342197 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4342393.000000 Penalty: 5238.080078
	Iteration 22Q: 3 clusters Score -4342393 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -4342611.500000 Penalty: 5238.080078
	Iteration 23Q: 3 clusters Score -4342612 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -4342868.000000 Penalty: 5238.080078
	Iteration 24Q: 3 clusters Score -4342868 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -4343107.000000 Penalty: 5238.080078
	Iteration 25Q: 3 clusters Score -4343107 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -4343326.500000 Penalty: 5238.080078
	Iteration 26Q: 3 clusters Score -4343326 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -4343522.500000 Penalty: 5238.080078
	Iteration 27Q: 3 clusters Score -4343522 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -4343679.500000 Penalty: 5238.080078
	Iteration 28Q: 3 clusters Score -4343680 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -4343806.500000 Penalty: 5238.080078
	Iteration 29Q: 3 clusters Score -4343806 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -4343909.500000 Penalty: 5238.080078
	Iteration 30Q: 3 clusters Score -4343910 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -4343975.500000 Penalty: 5238.080078
	Iteration 31Q: 3 clusters Score -4343976 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -4344038.500000 Penalty: 5238.080078
	Iteration 32Q: 3 clusters Score -4344038 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -4344077.000000 Penalty: 5238.080078
	Iteration 33Q: 3 clusters Score -4344077 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -4344140.500000 Penalty: 5238.080078
	Iteration 34Q: 3 clusters Score -4344140 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -4344207.500000 Penalty: 5238.080078
	Iteration 35Q: 3 clusters Score -4344208 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -4344243.000000 Penalty: 5238.080078
	Iteration 36Q: 3 clusters Score -4344243 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -4344308.500000 Penalty: 5238.080078
	Iteration 37Q: 3 clusters Score -4344308 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -4344340.000000 Penalty: 5238.080078
	Iteration 38Q: 3 clusters Score -4344340 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -4344367.000000 Penalty: 5238.080078
	Iteration 39Q: 3 clusters Score -4344367 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -4344400.500000 Penalty: 5238.080078
	Iteration 40F: 3 clusters Score -4344400 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -4344434.500000 Penalty: 5238.080078
	Iteration 41Q: 3 clusters Score -4344434 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -4344453.500000 Penalty: 5238.080078
	Iteration 42Q: 3 clusters Score -4344454 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -4344479.500000 Penalty: 5238.080078
	Iteration 43Q: 3 clusters Score -4344480 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -4344499.000000 Penalty: 5238.080078
	Iteration 44Q: 3 clusters Score -4344499 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -4344513.500000 Penalty: 5238.080078
	Iteration 45Q: 3 clusters Score -4344514 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -4344526.500000 Penalty: 5238.080078
	Iteration 46Q: 3 clusters Score -4344526 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -4344535.000000 Penalty: 5238.080078
	Iteration 47Q: 3 clusters Score -4344535 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -4344527.000000 Penalty: 5238.080078
	Iteration 48Q: 3 clusters Score -4344527 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -4344534.500000 Penalty: 5238.080078
	Iteration 49Q: 3 clusters Score -4344534 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4344534.500000 Penalty: 5238.080078
	Iteration 50Q: 3 clusters Score -4344534 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4344542.500000 Penalty: 5238.080078
	Iteration 51Q: 3 clusters Score -4344542 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -4344542.000000 Penalty: 5238.080078
	Iteration 52Q: 3 clusters Score -4344542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -4344552.000000 Penalty: 5238.080078
	Iteration 53Q: 3 clusters Score -4344552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -4344552.500000 Penalty: 5238.080078
	Iteration 54Q: 3 clusters Score -4344552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -4344562.000000 Penalty: 5238.080078
	Iteration 55Q: 3 clusters Score -4344562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -4344575.000000 Penalty: 5238.080078
	Iteration 56Q: 3 clusters Score -4344575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -4344580.000000 Penalty: 5238.080078
	Iteration 57Q: 3 clusters Score -4344580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -4344594.500000 Penalty: 5238.080078
	Iteration 58Q: 3 clusters Score -4344594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4344602.500000 Penalty: 5238.080078
	Iteration 59Q: 3 clusters Score -4344602 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -4344605.500000 Penalty: 5238.080078
	Iteration 60F: 3 clusters Score -4344606 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -4344611.000000 Penalty: 5238.080078
	Iteration 61Q: 3 clusters Score -4344611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -4344596.500000 Penalty: 5238.080078
	Iteration 62Q: 3 clusters Score -4344596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -4344594.000000 Penalty: 5238.080078
	Iteration 63Q: 3 clusters Score -4344594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -4344599.500000 Penalty: 5238.080078
	Iteration 64Q: 3 clusters Score -4344600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -4344603.500000 Penalty: 5238.080078
	Iteration 65Q: 3 clusters Score -4344604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -4344604.000000 Penalty: 5238.080078
	Iteration 66Q: 3 clusters Score -4344604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -4344604.000000 Penalty: 5238.080078
	Iteration 67Q: 3 clusters Score -4344604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -4344607.500000 Penalty: 5238.080078
	Iteration 68Q: 3 clusters Score -4344608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4344610.500000 Penalty: 5238.080078
	Iteration 69Q: 3 clusters Score -4344610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -4344601.500000 Penalty: 5238.080078
	Iteration 70Q: 3 clusters Score -4344602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4344609.000000 Penalty: 5238.080078
	Iteration 71Q: 3 clusters Score -4344609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -4344608.000000 Penalty: 5238.080078
	Iteration 72Q: 3 clusters Score -4344608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -4344612.000000 Penalty: 5238.080078
	Iteration 73Q: 3 clusters Score -4344612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -4344609.000000 Penalty: 5238.080078
	Iteration 74Q: 3 clusters Score -4344609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4344610.000000 Penalty: 5238.080078
	Iteration 75Q: 3 clusters Score -4344610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4344615.500000 Penalty: 5238.080078
	Iteration 76Q: 3 clusters Score -4344616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -4344620.000000 Penalty: 5238.080078
	Iteration 77Q: 3 clusters Score -4344620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -4344621.000000 Penalty: 5238.080078
	Iteration 78Q: 3 clusters Score -4344621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -4344623.000000 Penalty: 5238.080078
	Iteration 79Q: 3 clusters Score -4344623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -4344626.500000 Penalty: 5238.080078
	Iteration 80F: 3 clusters Score -4344626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4344629.000000 Penalty: 5238.080078
	Iteration 81Q: 3 clusters Score -4344629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4344629.000000 Penalty: 5238.080078
	Iteration 82Q: 3 clusters Score -4344629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4344633.000000 Penalty: 5238.080078
	Iteration 83Q: 3 clusters Score -4344633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -4344633.000000 Penalty: 5238.080078
	Iteration 84F: 3 clusters Score -4344633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (139838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139838 members 
Entering Unmasked Estep 
Score: -15577374.000000 Penalty: 2938.363525
	Iteration 0F: 2 clusters Score -1.557737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69791 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -15483365.000000 Penalty: 5876.727051
	Iteration 0F: 3 clusters Score -1.548336e+07 nChanged 66739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 72092 members 
Entering Unmasked Estep 
Score: -15522772.000000 Penalty: 5876.727051
	Iteration 1F: 3 clusters Score -1.552277e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66800 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -15524255.000000 Penalty: 5876.727051
	Iteration 2Q: 3 clusters Score -1.552426e+07 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 74307 members 
Entering Unmasked Estep 
Score: -15525969.000000 Penalty: 5876.727051
	Iteration 3Q: 3 clusters Score -1.552597e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 75976 members 
Entering Unmasked Estep 
Score: -15528316.000000 Penalty: 5876.727051
	Iteration 4Q: 3 clusters Score -1.552832e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 77992 members 
Entering Unmasked Estep 
Score: -15531057.000000 Penalty: 5876.727051
	Iteration 5Q: 3 clusters Score -1.553106e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -15534758.000000 Penalty: 5876.727051
	Iteration 6Q: 3 clusters Score -1.553476e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 83250 members 
Entering Unmasked Estep 
Score: -15539205.000000 Penalty: 5876.727051
	Iteration 7F: 3 clusters Score -1.55392e+07 nChanged 8133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 86495 members 
Entering Unmasked Estep 
Score: -15544284.000000 Penalty: 5876.727051
	Iteration 8F: 3 clusters Score -1.554428e+07 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 89899 members 
Entering Unmasked Estep 
Score: -15549529.000000 Penalty: 5876.727051
	Iteration 9F: 3 clusters Score -1.554953e+07 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 93259 members 
Entering Unmasked Estep 
Score: -15553886.000000 Penalty: 5876.727051
	Iteration 10F: 3 clusters Score -1.555389e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 96304 members 
Entering Unmasked Estep 
Score: -15556955.000000 Penalty: 5876.727051
	Iteration 11Q: 3 clusters Score -1.555696e+07 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 99098 members 
Entering Unmasked Estep 
Score: -15559162.000000 Penalty: 5876.727051
	Iteration 12Q: 3 clusters Score -1.555916e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 101782 members 
Entering Unmasked Estep 
Score: -15560947.000000 Penalty: 5876.727051
	Iteration 13Q: 3 clusters Score -1.556095e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 104349 members 
Entering Unmasked Estep 
Score: -15562638.000000 Penalty: 5876.727051
	Iteration 14Q: 3 clusters Score -1.556264e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 106756 members 
Entering Unmasked Estep 
Score: -15564438.000000 Penalty: 5876.727051
	Iteration 15Q: 3 clusters Score -1.556444e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 108914 members 
Entering Unmasked Estep 
Score: -15565891.000000 Penalty: 5876.727051
	Iteration 16Q: 3 clusters Score -1.556589e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -15567190.000000 Penalty: 5876.727051
	Iteration 17Q: 3 clusters Score -1.556719e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 112247 members 
Entering Unmasked Estep 
Score: -15568329.000000 Penalty: 5876.727051
	Iteration 18Q: 3 clusters Score -1.556833e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 113488 members 
Entering Unmasked Estep 
Score: -15569157.000000 Penalty: 5876.727051
	Iteration 19Q: 3 clusters Score -1.556916e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 114463 members 
Entering Unmasked Estep 
Score: -15569925.000000 Penalty: 5876.727051
	Iteration 20F: 3 clusters Score -1.556992e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 115262 members 
Entering Unmasked Estep 
Score: -15570490.000000 Penalty: 5876.727051
	Iteration 21Q: 3 clusters Score -1.557049e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 115840 members 
Entering Unmasked Estep 
Score: -15570911.000000 Penalty: 5876.727051
	Iteration 22Q: 3 clusters Score -1.557091e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 116322 members 
Entering Unmasked Estep 
Score: -15571257.000000 Penalty: 5876.727051
	Iteration 23Q: 3 clusters Score -1.557126e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 116677 members 
Entering Unmasked Estep 
Score: -15571635.000000 Penalty: 5876.727051
	Iteration 24Q: 3 clusters Score -1.557164e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 116943 members 
Entering Unmasked Estep 
Score: -15571959.000000 Penalty: 5876.727051
	Iteration 25Q: 3 clusters Score -1.557196e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 117135 members 
Entering Unmasked Estep 
Score: -15572107.000000 Penalty: 5876.727051
	Iteration 26Q: 3 clusters Score -1.557211e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 117328 members 
Entering Unmasked Estep 
Score: -15572250.000000 Penalty: 5876.727051
	Iteration 27Q: 3 clusters Score -1.557225e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 117458 members 
Entering Unmasked Estep 
Score: -15572424.000000 Penalty: 5876.727051
	Iteration 28Q: 3 clusters Score -1.557242e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 117546 members 
Entering Unmasked Estep 
Score: -15572547.000000 Penalty: 5876.727051
	Iteration 29Q: 3 clusters Score -1.557255e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 117653 members 
Entering Unmasked Estep 
Score: -15572620.000000 Penalty: 5876.727051
	Iteration 30Q: 3 clusters Score -1.557262e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 117775 members 
Entering Unmasked Estep 
Score: -15572693.000000 Penalty: 5876.727051
	Iteration 31Q: 3 clusters Score -1.557269e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 117917 members 
Entering Unmasked Estep 
Score: -15572757.000000 Penalty: 5876.727051
	Iteration 32Q: 3 clusters Score -1.557276e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 118101 members 
Entering Unmasked Estep 
Score: -15572791.000000 Penalty: 5876.727051
	Iteration 33Q: 3 clusters Score -1.557279e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 118293 members 
Entering Unmasked Estep 
Score: -15572819.000000 Penalty: 5876.727051
	Iteration 34Q: 3 clusters Score -1.557282e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 118460 members 
Entering Unmasked Estep 
Score: -15572821.000000 Penalty: 5876.727051
	Iteration 35Q: 3 clusters Score -1.557282e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 118611 members 
Entering Unmasked Estep 
Score: -15572856.000000 Penalty: 5876.727051
	Iteration 36Q: 3 clusters Score -1.557286e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 118770 members 
Entering Unmasked Estep 
Score: -15572867.000000 Penalty: 5876.727051
	Iteration 37Q: 3 clusters Score -1.557287e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 118911 members 
Entering Unmasked Estep 
Score: -15572879.000000 Penalty: 5876.727051
	Iteration 38Q: 3 clusters Score -1.557288e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 119045 members 
Entering Unmasked Estep 
Score: -15572834.000000 Penalty: 5876.727051
	Iteration 39Q: 3 clusters Score -1.557283e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 119155 members 
Entering Unmasked Estep 
Score: -15572916.000000 Penalty: 5876.727051
	Iteration 40F: 3 clusters Score -1.557292e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 119232 members 
Entering Unmasked Estep 
Score: -15573008.000000 Penalty: 5876.727051
	Iteration 41Q: 3 clusters Score -1.557301e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 119348 members 
Entering Unmasked Estep 
Score: -15573020.000000 Penalty: 5876.727051
	Iteration 42Q: 3 clusters Score -1.557302e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 119476 members 
Entering Unmasked Estep 
Score: -15573045.000000 Penalty: 5876.727051
	Iteration 43Q: 3 clusters Score -1.557304e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 119616 members 
Entering Unmasked Estep 
Score: -15573091.000000 Penalty: 5876.727051
	Iteration 44Q: 3 clusters Score -1.557309e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 119755 members 
Entering Unmasked Estep 
Score: -15573123.000000 Penalty: 5876.727051
	Iteration 45Q: 3 clusters Score -1.557312e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 119910 members 
Entering Unmasked Estep 
Score: -15573122.000000 Penalty: 5876.727051
	Iteration 46Q: 3 clusters Score -1.557312e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 120050 members 
Entering Unmasked Estep 
Score: -15573142.000000 Penalty: 5876.727051
	Iteration 47Q: 3 clusters Score -1.557314e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 120184 members 
Entering Unmasked Estep 
Score: -15573168.000000 Penalty: 5876.727051
	Iteration 48Q: 3 clusters Score -1.557317e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 120323 members 
Entering Unmasked Estep 
Score: -15573173.000000 Penalty: 5876.727051
	Iteration 49Q: 3 clusters Score -1.557317e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 120460 members 
Entering Unmasked Estep 
Score: -15573176.000000 Penalty: 5876.727051
	Iteration 50Q: 3 clusters Score -1.557318e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 120606 members 
Entering Unmasked Estep 
Score: -15573171.000000 Penalty: 5876.727051
	Iteration 51Q: 3 clusters Score -1.557317e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 120751 members 
Entering Unmasked Estep 
Score: -15573215.000000 Penalty: 5876.727051
	Iteration 52Q: 3 clusters Score -1.557322e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 120890 members 
Entering Unmasked Estep 
Score: -15573227.000000 Penalty: 5876.727051
	Iteration 53Q: 3 clusters Score -1.557323e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 121028 members 
Entering Unmasked Estep 
Score: -15573253.000000 Penalty: 5876.727051
	Iteration 54Q: 3 clusters Score -1.557325e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 121156 members 
Entering Unmasked Estep 
Score: -15573234.000000 Penalty: 5876.727051
	Iteration 55Q: 3 clusters Score -1.557323e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 121307 members 
Entering Unmasked Estep 
Score: -15573244.000000 Penalty: 5876.727051
	Iteration 56Q: 3 clusters Score -1.557324e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 121471 members 
Entering Unmasked Estep 
Score: -15573264.000000 Penalty: 5876.727051
	Iteration 57Q: 3 clusters Score -1.557326e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 121639 members 
Entering Unmasked Estep 
Score: -15573268.000000 Penalty: 5876.727051
	Iteration 58Q: 3 clusters Score -1.557327e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 121820 members 
Entering Unmasked Estep 
Score: -15573279.000000 Penalty: 5876.727051
	Iteration 59Q: 3 clusters Score -1.557328e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 122020 members 
Entering Unmasked Estep 
Score: -15573295.000000 Penalty: 5876.727051
	Iteration 60F: 3 clusters Score -1.55733e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 122214 members 
Entering Unmasked Estep 
Score: -15573327.000000 Penalty: 5876.727051
	Iteration 61Q: 3 clusters Score -1.557333e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 122421 members 
Entering Unmasked Estep 
Score: -15573327.000000 Penalty: 5876.727051
	Iteration 62Q: 3 clusters Score -1.557333e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 122636 members 
Entering Unmasked Estep 
Score: -15573380.000000 Penalty: 5876.727051
	Iteration 63Q: 3 clusters Score -1.557338e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 122867 members 
Entering Unmasked Estep 
Score: -15573413.000000 Penalty: 5876.727051
	Iteration 64Q: 3 clusters Score -1.557341e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 123093 members 
Entering Unmasked Estep 
Score: -15573444.000000 Penalty: 5876.727051
	Iteration 65Q: 3 clusters Score -1.557344e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 123315 members 
Entering Unmasked Estep 
Score: -15573453.000000 Penalty: 5876.727051
	Iteration 66Q: 3 clusters Score -1.557345e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 123560 members 
Entering Unmasked Estep 
Score: -15573490.000000 Penalty: 5876.727051
	Iteration 67Q: 3 clusters Score -1.557349e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 123825 members 
Entering Unmasked Estep 
Score: -15573503.000000 Penalty: 5876.727051
	Iteration 68Q: 3 clusters Score -1.55735e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 124097 members 
Entering Unmasked Estep 
Score: -15573606.000000 Penalty: 5876.727051
	Iteration 69Q: 3 clusters Score -1.557361e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 124382 members 
Entering Unmasked Estep 
Score: -15573657.000000 Penalty: 5876.727051
	Iteration 70Q: 3 clusters Score -1.557366e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 124690 members 
Entering Unmasked Estep 
Score: -15573687.000000 Penalty: 5876.727051
	Iteration 71Q: 3 clusters Score -1.557369e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 125010 members 
Entering Unmasked Estep 
Score: -15573733.000000 Penalty: 5876.727051
	Iteration 72Q: 3 clusters Score -1.557373e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 125343 members 
Entering Unmasked Estep 
Score: -15573800.000000 Penalty: 5876.727051
	Iteration 73Q: 3 clusters Score -1.55738e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 125678 members 
Entering Unmasked Estep 
Score: -15573812.000000 Penalty: 5876.727051
	Iteration 74Q: 3 clusters Score -1.557381e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 126038 members 
Entering Unmasked Estep 
Score: -15573851.000000 Penalty: 5876.727051
	Iteration 75Q: 3 clusters Score -1.557385e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 126413 members 
Entering Unmasked Estep 
Score: -15573923.000000 Penalty: 5876.727051
	Iteration 76Q: 3 clusters Score -1.557392e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 126799 members 
Entering Unmasked Estep 
Score: -15573985.000000 Penalty: 5876.727051
	Iteration 77Q: 3 clusters Score -1.557398e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 127226 members 
Entering Unmasked Estep 
Score: -15574058.000000 Penalty: 5876.727051
	Iteration 78Q: 3 clusters Score -1.557406e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 127677 members 
Entering Unmasked Estep 
Score: -15574119.000000 Penalty: 5876.727051
	Iteration 79Q: 3 clusters Score -1.557412e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 128147 members 
Entering Unmasked Estep 
Score: -15574191.000000 Penalty: 5876.727051
	Iteration 80F: 3 clusters Score -1.557419e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 128626 members 
Entering Unmasked Estep 
Score: -15574273.000000 Penalty: 5876.727051
	Iteration 81Q: 3 clusters Score -1.557427e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 129144 members 
Entering Unmasked Estep 
Score: -15574388.000000 Penalty: 5876.727051
	Iteration 82Q: 3 clusters Score -1.557439e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 129671 members 
Entering Unmasked Estep 
Score: -15574553.000000 Penalty: 5876.727051
	Iteration 83Q: 3 clusters Score -1.557455e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 130153 members 
Entering Unmasked Estep 
Score: -15574659.000000 Penalty: 5876.727051
	Iteration 84Q: 3 clusters Score -1.557466e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 130651 members 
Entering Unmasked Estep 
Score: -15574787.000000 Penalty: 5876.727051
	Iteration 85Q: 3 clusters Score -1.557479e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 131126 members 
Entering Unmasked Estep 
Score: -15574896.000000 Penalty: 5876.727051
	Iteration 86Q: 3 clusters Score -1.55749e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 131548 members 
Entering Unmasked Estep 
Score: -15574994.000000 Penalty: 5876.727051
	Iteration 87Q: 3 clusters Score -1.557499e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 131948 members 
Entering Unmasked Estep 
Score: -15575074.000000 Penalty: 5876.727051
	Iteration 88Q: 3 clusters Score -1.557507e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 132324 members 
Entering Unmasked Estep 
Score: -15575179.000000 Penalty: 5876.727051
	Iteration 89Q: 3 clusters Score -1.557518e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 132683 members 
Entering Unmasked Estep 
Score: -15575228.000000 Penalty: 5876.727051
	Iteration 90Q: 3 clusters Score -1.557523e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 133024 members 
Entering Unmasked Estep 
Score: -15575283.000000 Penalty: 5876.727051
	Iteration 91Q: 3 clusters Score -1.557528e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 133342 members 
Entering Unmasked Estep 
Score: -15575320.000000 Penalty: 5876.727051
	Iteration 92Q: 3 clusters Score -1.557532e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 133602 members 
Entering Unmasked Estep 
Score: -15575320.000000 Penalty: 5876.727051
	Iteration 93Q: 3 clusters Score -1.557532e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 133854 members 
Entering Unmasked Estep 
Score: -15575378.000000 Penalty: 5876.727051
	Iteration 94Q: 3 clusters Score -1.557538e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 134046 members 
Entering Unmasked Estep 
Score: -15575380.000000 Penalty: 5876.727051
	Iteration 95Q: 3 clusters Score -1.557538e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 134221 members 
Entering Unmasked Estep 
Score: -15575438.000000 Penalty: 5876.727051
	Iteration 96Q: 3 clusters Score -1.557544e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 134387 members 
Entering Unmasked Estep 
Score: -15575446.000000 Penalty: 5876.727051
	Iteration 97Q: 3 clusters Score -1.557545e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 134541 members 
Entering Unmasked Estep 
Score: -15575471.000000 Penalty: 5876.727051
	Iteration 98Q: 3 clusters Score -1.557547e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 134680 members 
Entering Unmasked Estep 
Score: -15575488.000000 Penalty: 5876.727051
	Iteration 99Q: 3 clusters Score -1.557549e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 134812 members 
Entering Unmasked Estep 
Score: -15575556.000000 Penalty: 5876.727051
	Iteration 100F: 3 clusters Score -1.557556e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 134915 members 
Entering Unmasked Estep 
Score: -15575547.000000 Penalty: 5876.727051
	Iteration 101Q: 3 clusters Score -1.557555e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 135017 members 
Entering Unmasked Estep 
Score: -15575575.000000 Penalty: 5876.727051
	Iteration 102Q: 3 clusters Score -1.557558e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 135106 members 
Entering Unmasked Estep 
Score: -15575556.000000 Penalty: 5876.727051
	Iteration 103Q: 3 clusters Score -1.557556e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 135176 members 
Entering Unmasked Estep 
Score: -15575571.000000 Penalty: 5876.727051
	Iteration 104Q: 3 clusters Score -1.557557e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 135251 members 
Entering Unmasked Estep 
Score: -15575613.000000 Penalty: 5876.727051
	Iteration 105Q: 3 clusters Score -1.557561e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 135326 members 
Entering Unmasked Estep 
Score: -15575613.000000 Penalty: 5876.727051
	Iteration 106Q: 3 clusters Score -1.557561e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 135392 members 
Entering Unmasked Estep 
Score: -15575627.000000 Penalty: 5876.727051
	Iteration 107Q: 3 clusters Score -1.557563e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 135446 members 
Entering Unmasked Estep 
Score: -15575631.000000 Penalty: 5876.727051
	Iteration 108Q: 3 clusters Score -1.557563e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 135506 members 
Entering Unmasked Estep 
Score: -15575646.000000 Penalty: 5876.727051
	Iteration 109Q: 3 clusters Score -1.557565e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 135555 members 
Entering Unmasked Estep 
Score: -15575645.000000 Penalty: 5876.727051
	Iteration 110Q: 3 clusters Score -1.557564e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 135620 members 
Entering Unmasked Estep 
Score: -15575635.000000 Penalty: 5876.727051
	Iteration 111Q: 3 clusters Score -1.557564e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 135675 members 
Entering Unmasked Estep 
Score: -15575655.000000 Penalty: 5876.727051
	Iteration 112Q: 3 clusters Score -1.557566e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 135723 members 
Entering Unmasked Estep 
Score: -15575667.000000 Penalty: 5876.727051
	Iteration 113Q: 3 clusters Score -1.557567e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 135762 members 
Entering Unmasked Estep 
Score: -15575664.000000 Penalty: 5876.727051
	Iteration 114Q: 3 clusters Score -1.557566e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 135794 members 
Entering Unmasked Estep 
Score: -15575647.000000 Penalty: 5876.727051
	Iteration 115Q: 3 clusters Score -1.557565e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 135828 members 
Entering Unmasked Estep 
Score: -15575675.000000 Penalty: 5876.727051
	Iteration 116Q: 3 clusters Score -1.557568e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 135868 members 
Entering Unmasked Estep 
Score: -15575665.000000 Penalty: 5876.727051
	Iteration 117Q: 3 clusters Score -1.557566e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 135912 members 
Entering Unmasked Estep 
Score: -15575672.000000 Penalty: 5876.727051
	Iteration 118Q: 3 clusters Score -1.557567e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 135944 members 
Entering Unmasked Estep 
Score: -15575657.000000 Penalty: 5876.727051
	Iteration 119Q: 3 clusters Score -1.557566e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 135978 members 
Entering Unmasked Estep 
Score: -15575694.000000 Penalty: 5876.727051
	Iteration 120F: 3 clusters Score -1.557569e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 136011 members 
Entering Unmasked Estep 
Score: -15575686.000000 Penalty: 5876.727051
	Iteration 121Q: 3 clusters Score -1.557569e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 136041 members 
Entering Unmasked Estep 
Score: -15575689.000000 Penalty: 5876.727051
	Iteration 122Q: 3 clusters Score -1.557569e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 136067 members 
Entering Unmasked Estep 
Score: -15575682.000000 Penalty: 5876.727051
	Iteration 123Q: 3 clusters Score -1.557568e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 136089 members 
Entering Unmasked Estep 
Score: -15575666.000000 Penalty: 5876.727051
	Iteration 124Q: 3 clusters Score -1.557567e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 136107 members 
Entering Unmasked Estep 
Score: -15575688.000000 Penalty: 5876.727051
	Iteration 125Q: 3 clusters Score -1.557569e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 136131 members 
Entering Unmasked Estep 
Score: -15575702.000000 Penalty: 5876.727051
	Iteration 126Q: 3 clusters Score -1.55757e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 136163 members 
Entering Unmasked Estep 
Score: -15575692.000000 Penalty: 5876.727051
	Iteration 127Q: 3 clusters Score -1.557569e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 136182 members 
Entering Unmasked Estep 
Score: -15575685.000000 Penalty: 5876.727051
	Iteration 128Q: 3 clusters Score -1.557568e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 136204 members 
Entering Unmasked Estep 
Score: -15575717.000000 Penalty: 5876.727051
	Iteration 129Q: 3 clusters Score -1.557572e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 136220 members 
Entering Unmasked Estep 
Score: -15575703.000000 Penalty: 5876.727051
	Iteration 130Q: 3 clusters Score -1.55757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 136229 members 
Entering Unmasked Estep 
Score: -15575710.000000 Penalty: 5876.727051
	Iteration 131Q: 3 clusters Score -1.557571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 136239 members 
Entering Unmasked Estep 
Score: -15575707.000000 Penalty: 5876.727051
	Iteration 132Q: 3 clusters Score -1.557571e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 136249 members 
Entering Unmasked Estep 
Score: -15575701.000000 Penalty: 5876.727051
	Iteration 133Q: 3 clusters Score -1.55757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 136263 members 
Entering Unmasked Estep 
Score: -15575717.000000 Penalty: 5876.727051
	Iteration 134Q: 3 clusters Score -1.557572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 136277 members 
Entering Unmasked Estep 
Score: -15575717.000000 Penalty: 5876.727051
	Iteration 135Q: 3 clusters Score -1.557572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 136285 members 
Entering Unmasked Estep 
Score: -15575713.000000 Penalty: 5876.727051
	Iteration 136Q: 3 clusters Score -1.557571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 136298 members 
Entering Unmasked Estep 
Score: -15575734.000000 Penalty: 5876.727051
	Iteration 137Q: 3 clusters Score -1.557573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 136306 members 
Entering Unmasked Estep 
Score: -15575743.000000 Penalty: 5876.727051
	Iteration 138Q: 3 clusters Score -1.557574e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 136311 members 
Entering Unmasked Estep 
Score: -15575747.000000 Penalty: 5876.727051
	Iteration 139Q: 3 clusters Score -1.557575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 136315 members 
Entering Unmasked Estep 
Score: -15575752.000000 Penalty: 5876.727051
	Iteration 140F: 3 clusters Score -1.557575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 136322 members 
Entering Unmasked Estep 
Score: -15575752.000000 Penalty: 5876.727051
	Iteration 141Q: 3 clusters Score -1.557575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 136332 members 
Entering Unmasked Estep 
Score: -15575749.000000 Penalty: 5876.727051
	Iteration 142Q: 3 clusters Score -1.557575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 136338 members 
Entering Unmasked Estep 
Score: -15575737.000000 Penalty: 5876.727051
	Iteration 143Q: 3 clusters Score -1.557574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 136339 members 
Entering Unmasked Estep 
Score: -15575737.000000 Penalty: 5876.727051
	Iteration 144Q: 3 clusters Score -1.557574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 136345 members 
Entering Unmasked Estep 
Score: -15575744.000000 Penalty: 5876.727051
	Iteration 145Q: 3 clusters Score -1.557574e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 136349 members 
Entering Unmasked Estep 
Score: -15575753.000000 Penalty: 5876.727051
	Iteration 146Q: 3 clusters Score -1.557575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 136352 members 
Entering Unmasked Estep 
Score: -15575752.000000 Penalty: 5876.727051
	Iteration 147Q: 3 clusters Score -1.557575e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 136356 members 
Entering Unmasked Estep 
Score: -15575759.000000 Penalty: 5876.727051
	Iteration 148Q: 3 clusters Score -1.557576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 136365 members 
Entering Unmasked Estep 
Score: -15575740.000000 Penalty: 5876.727051
	Iteration 149Q: 3 clusters Score -1.557574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 136370 members 
Entering Unmasked Estep 
Score: -15575732.000000 Penalty: 5876.727051
	Iteration 150Q: 3 clusters Score -1.557573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 136377 members 
Entering Unmasked Estep 
Score: -15575722.000000 Penalty: 5876.727051
	Iteration 151Q: 3 clusters Score -1.557572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 136387 members 
Entering Unmasked Estep 
Score: -15575717.000000 Penalty: 5876.727051
	Iteration 152Q: 3 clusters Score -1.557572e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 136394 members 
Entering Unmasked Estep 
Score: -15575725.000000 Penalty: 5876.727051
	Iteration 153Q: 3 clusters Score -1.557572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 136404 members 
Entering Unmasked Estep 
Score: -15575722.000000 Penalty: 5876.727051
	Iteration 154Q: 3 clusters Score -1.557572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 136413 members 
Entering Unmasked Estep 
Score: -15575732.000000 Penalty: 5876.727051
	Iteration 155Q: 3 clusters Score -1.557573e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 136416 members 
Entering Unmasked Estep 
Score: -15575731.000000 Penalty: 5876.727051
	Iteration 156Q: 3 clusters Score -1.557573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 136418 members 
Entering Unmasked Estep 
Score: -15575714.000000 Penalty: 5876.727051
	Iteration 157Q: 3 clusters Score -1.557571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 136420 members 
Entering Unmasked Estep 
Score: -15575724.000000 Penalty: 5876.727051
	Iteration 158Q: 3 clusters Score -1.557572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 136420 members 
Entering Unmasked Estep 
Score: -15575724.000000 Penalty: 5876.727051
	Iteration 159F: 3 clusters Score -1.557572e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Entering Unmasked Estep 
Score: -1041057.625000 Penalty: 2265.231689
	Iteration 0F: 2 clusters Score -1041058 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 4649 members 
Entering Unmasked Estep 
Score: -1033878.125000 Penalty: 4530.463379
	Iteration 0F: 3 clusters Score -1033878 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1035918.500000 Penalty: 4530.463379
	Iteration 1F: 3 clusters Score -1035918 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1036194.187500 Penalty: 4530.463379
	Iteration 2F: 3 clusters Score -1036194 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1036377.562500 Penalty: 4530.463379
	Iteration 3Q: 3 clusters Score -1036378 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1036512.000000 Penalty: 4530.463379
	Iteration 4Q: 3 clusters Score -1036512 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1036640.062500 Penalty: 4530.463379
	Iteration 5Q: 3 clusters Score -1036640 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1036775.062500 Penalty: 4530.463379
	Iteration 6Q: 3 clusters Score -1036775 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1036920.750000 Penalty: 4530.463379
	Iteration 7Q: 3 clusters Score -1036921 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1037084.062500 Penalty: 4530.463379
	Iteration 8Q: 3 clusters Score -1037084 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1037270.000000 Penalty: 4530.463379
	Iteration 9Q: 3 clusters Score -1037270 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1037468.312500 Penalty: 4530.463379
	Iteration 10Q: 3 clusters Score -1037468 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1037689.625000 Penalty: 4530.463379
	Iteration 11Q: 3 clusters Score -1037690 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1037884.000000 Penalty: 4530.463379
	Iteration 12Q: 3 clusters Score -1037884 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1038099.312500 Penalty: 4530.463379
	Iteration 13Q: 3 clusters Score -1038099 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1038320.125000 Penalty: 4530.463379
	Iteration 14Q: 3 clusters Score -1038320 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1038567.687500 Penalty: 4530.463379
	Iteration 15Q: 3 clusters Score -1038568 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1038784.437500 Penalty: 4530.463379
	Iteration 16Q: 3 clusters Score -1038784 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1038943.125000 Penalty: 4530.463379
	Iteration 17Q: 3 clusters Score -1038943 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1039059.500000 Penalty: 4530.463379
	Iteration 18Q: 3 clusters Score -1039060 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1039152.812500 Penalty: 4530.463379
	Iteration 19Q: 3 clusters Score -1039153 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1039226.875000 Penalty: 4530.463379
	Iteration 20F: 3 clusters Score -1039227 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1039289.562500 Penalty: 4530.463379
	Iteration 21Q: 3 clusters Score -1039290 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1039337.687500 Penalty: 4530.463379
	Iteration 22Q: 3 clusters Score -1039338 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1039373.812500 Penalty: 4530.463379
	Iteration 23Q: 3 clusters Score -1039374 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1039408.437500 Penalty: 4530.463379
	Iteration 24Q: 3 clusters Score -1039408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1039437.812500 Penalty: 4530.463379
	Iteration 25Q: 3 clusters Score -1039438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1039460.312500 Penalty: 4530.463379
	Iteration 26Q: 3 clusters Score -1039460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1039475.312500 Penalty: 4530.463379
	Iteration 27Q: 3 clusters Score -1039475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1039486.062500 Penalty: 4530.463379
	Iteration 28Q: 3 clusters Score -1039486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1039498.187500 Penalty: 4530.463379
	Iteration 29Q: 3 clusters Score -1039498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1039500.125000 Penalty: 4530.463379
	Iteration 30Q: 3 clusters Score -1039500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1039506.437500 Penalty: 4530.463379
	Iteration 31Q: 3 clusters Score -1039506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1039508.687500 Penalty: 4530.463379
	Iteration 32Q: 3 clusters Score -1039509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1039511.937500 Penalty: 4530.463379
	Iteration 33Q: 3 clusters Score -1039512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1039512.562500 Penalty: 4530.463379
	Iteration 34Q: 3 clusters Score -1039513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1039516.875000 Penalty: 4530.463379
	Iteration 35Q: 3 clusters Score -1039517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1039515.375000 Penalty: 4530.463379
	Iteration 36Q: 3 clusters Score -1039515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1039515.375000 Penalty: 4530.463379
	Iteration 37Q: 3 clusters Score -1039515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1039518.187500 Penalty: 4530.463379
	Iteration 38Q: 3 clusters Score -1039518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1039517.187500 Penalty: 4530.463379
	Iteration 39Q: 3 clusters Score -1039517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1039517.187500 Penalty: 4530.463379
	Iteration 40F: 3 clusters Score -1039517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -303777.218750 Penalty: 1964.900513
	Iteration 0F: 2 clusters Score -303777.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -300663.562500 Penalty: 3929.801025
	Iteration 0F: 3 clusters Score -300663.6 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -301218.500000 Penalty: 3929.801025
	Iteration 1F: 3 clusters Score -301218.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -301350.250000 Penalty: 3929.801025
	Iteration 2F: 3 clusters Score -301350.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -301429.468750 Penalty: 3929.801025
	Iteration 3Q: 3 clusters Score -301429.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -301482.218750 Penalty: 3929.801025
	Iteration 4Q: 3 clusters Score -301482.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -301509.187500 Penalty: 3929.801025
	Iteration 5Q: 3 clusters Score -301509.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -301526.656250 Penalty: 3929.801025
	Iteration 6Q: 3 clusters Score -301526.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -301542.187500 Penalty: 3929.801025
	Iteration 7Q: 3 clusters Score -301542.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -301557.625000 Penalty: 3929.801025
	Iteration 8Q: 3 clusters Score -301557.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -301570.937500 Penalty: 3929.801025
	Iteration 9Q: 3 clusters Score -301570.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -301583.500000 Penalty: 3929.801025
	Iteration 10Q: 3 clusters Score -301583.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -301603.562500 Penalty: 3929.801025
	Iteration 11Q: 3 clusters Score -301603.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -301614.656250 Penalty: 3929.801025
	Iteration 12Q: 3 clusters Score -301614.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -301622.125000 Penalty: 3929.801025
	Iteration 13Q: 3 clusters Score -301622.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -301629.750000 Penalty: 3929.801025
	Iteration 14Q: 3 clusters Score -301629.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -301637.218750 Penalty: 3929.801025
	Iteration 15Q: 3 clusters Score -301637.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -301648.593750 Penalty: 3929.801025
	Iteration 16Q: 3 clusters Score -301648.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -301659.125000 Penalty: 3929.801025
	Iteration 17Q: 3 clusters Score -301659.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -301667.656250 Penalty: 3929.801025
	Iteration 18Q: 3 clusters Score -301667.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -301674.812500 Penalty: 3929.801025
	Iteration 19Q: 3 clusters Score -301674.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -301680.531250 Penalty: 3929.801025
	Iteration 20F: 3 clusters Score -301680.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -301684.718750 Penalty: 3929.801025
	Iteration 21Q: 3 clusters Score -301684.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -301687.625000 Penalty: 3929.801025
	Iteration 22Q: 3 clusters Score -301687.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -301689.031250 Penalty: 3929.801025
	Iteration 23Q: 3 clusters Score -301689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -301690.125000 Penalty: 3929.801025
	Iteration 24Q: 3 clusters Score -301690.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -301691.375000 Penalty: 3929.801025
	Iteration 25Q: 3 clusters Score -301691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -301692.500000 Penalty: 3929.801025
	Iteration 26Q: 3 clusters Score -301692.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -301692.500000 Penalty: 3929.801025
	Iteration 27F: 3 clusters Score -301692.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Entering Unmasked Estep 
Score: -3533319.250000 Penalty: 2566.322998
	Iteration 0F: 2 clusters Score -3533319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3512053.750000 Penalty: 5132.645996
	Iteration 0F: 3 clusters Score -3512054 nChanged 13965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3519685.000000 Penalty: 5132.645996
	Iteration 1F: 3 clusters Score -3519685 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3520115.000000 Penalty: 5132.645996
	Iteration 2Q: 3 clusters Score -3520115 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3520436.250000 Penalty: 5132.645996
	Iteration 3Q: 3 clusters Score -3520436 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -3520748.000000 Penalty: 5132.645996
	Iteration 4Q: 3 clusters Score -3520748 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3521068.000000 Penalty: 5132.645996
	Iteration 5Q: 3 clusters Score -3521068 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -3521464.250000 Penalty: 5132.645996
	Iteration 6Q: 3 clusters Score -3521464 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3521987.500000 Penalty: 5132.645996
	Iteration 7Q: 3 clusters Score -3521988 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -3522772.750000 Penalty: 5132.645996
	Iteration 8Q: 3 clusters Score -3522773 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3523807.250000 Penalty: 5132.645996
	Iteration 9Q: 3 clusters Score -3523807 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3524889.500000 Penalty: 5132.645996
	Iteration 10Q: 3 clusters Score -3524890 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -3525936.500000 Penalty: 5132.645996
	Iteration 11Q: 3 clusters Score -3525936 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3526881.000000 Penalty: 5132.645996
	Iteration 12Q: 3 clusters Score -3526881 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -3527740.500000 Penalty: 5132.645996
	Iteration 13Q: 3 clusters Score -3527740 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3528294.500000 Penalty: 5132.645996
	Iteration 14Q: 3 clusters Score -3528294 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3528727.500000 Penalty: 5132.645996
	Iteration 15Q: 3 clusters Score -3528728 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -3529042.500000 Penalty: 5132.645996
	Iteration 16Q: 3 clusters Score -3529042 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3529277.000000 Penalty: 5132.645996
	Iteration 17Q: 3 clusters Score -3529277 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3529515.250000 Penalty: 5132.645996
	Iteration 18Q: 3 clusters Score -3529515 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3529740.750000 Penalty: 5132.645996
	Iteration 19Q: 3 clusters Score -3529741 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3529929.250000 Penalty: 5132.645996
	Iteration 20F: 3 clusters Score -3529929 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3530100.250000 Penalty: 5132.645996
	Iteration 21Q: 3 clusters Score -3530100 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3530280.000000 Penalty: 5132.645996
	Iteration 22Q: 3 clusters Score -3530280 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3530414.000000 Penalty: 5132.645996
	Iteration 23Q: 3 clusters Score -3530414 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3530515.750000 Penalty: 5132.645996
	Iteration 24Q: 3 clusters Score -3530516 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3530625.000000 Penalty: 5132.645996
	Iteration 25Q: 3 clusters Score -3530625 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3530713.500000 Penalty: 5132.645996
	Iteration 26Q: 3 clusters Score -3530714 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3530806.750000 Penalty: 5132.645996
	Iteration 27Q: 3 clusters Score -3530807 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3530854.500000 Penalty: 5132.645996
	Iteration 28Q: 3 clusters Score -3530854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3530903.250000 Penalty: 5132.645996
	Iteration 29Q: 3 clusters Score -3530903 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3530942.750000 Penalty: 5132.645996
	Iteration 30Q: 3 clusters Score -3530943 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3530977.250000 Penalty: 5132.645996
	Iteration 31Q: 3 clusters Score -3530977 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3531006.250000 Penalty: 5132.645996
	Iteration 32Q: 3 clusters Score -3531006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3531036.500000 Penalty: 5132.645996
	Iteration 33Q: 3 clusters Score -3531036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3531064.750000 Penalty: 5132.645996
	Iteration 34Q: 3 clusters Score -3531065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3531073.250000 Penalty: 5132.645996
	Iteration 35Q: 3 clusters Score -3531073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3531086.500000 Penalty: 5132.645996
	Iteration 36Q: 3 clusters Score -3531086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3531101.500000 Penalty: 5132.645996
	Iteration 37Q: 3 clusters Score -3531102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3531104.250000 Penalty: 5132.645996
	Iteration 38Q: 3 clusters Score -3531104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3531105.500000 Penalty: 5132.645996
	Iteration 39Q: 3 clusters Score -3531106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3531109.250000 Penalty: 5132.645996
	Iteration 40F: 3 clusters Score -3531109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3531116.750000 Penalty: 5132.645996
	Iteration 41Q: 3 clusters Score -3531117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3531120.750000 Penalty: 5132.645996
	Iteration 42Q: 3 clusters Score -3531121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3531125.750000 Penalty: 5132.645996
	Iteration 43Q: 3 clusters Score -3531126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3531126.750000 Penalty: 5132.645996
	Iteration 44Q: 3 clusters Score -3531127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3531126.750000 Penalty: 5132.645996
	Iteration 45Q: 3 clusters Score -3531127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3531128.750000 Penalty: 5132.645996
	Iteration 46Q: 3 clusters Score -3531129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3531130.250000 Penalty: 5132.645996
	Iteration 47Q: 3 clusters Score -3531130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3531134.750000 Penalty: 5132.645996
	Iteration 48Q: 3 clusters Score -3531135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3531138.000000 Penalty: 5132.645996
	Iteration 49Q: 3 clusters Score -3531138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3531140.500000 Penalty: 5132.645996
	Iteration 50Q: 3 clusters Score -3531140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3531143.500000 Penalty: 5132.645996
	Iteration 51Q: 3 clusters Score -3531144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3531145.750000 Penalty: 5132.645996
	Iteration 52Q: 3 clusters Score -3531146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3531147.750000 Penalty: 5132.645996
	Iteration 53Q: 3 clusters Score -3531148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3531150.500000 Penalty: 5132.645996
	Iteration 54Q: 3 clusters Score -3531150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3531148.500000 Penalty: 5132.645996
	Iteration 55Q: 3 clusters Score -3531148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3531152.000000 Penalty: 5132.645996
	Iteration 56Q: 3 clusters Score -3531152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3531148.000000 Penalty: 5132.645996
	Iteration 57Q: 3 clusters Score -3531148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3531151.500000 Penalty: 5132.645996
	Iteration 58Q: 3 clusters Score -3531152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3531151.500000 Penalty: 5132.645996
	Iteration 59F: 3 clusters Score -3531152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (321777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321777 members 
Entering Unmasked Estep 
Score: -35559796.000000 Penalty: 3145.040283
	Iteration 0F: 2 clusters Score -3.55598e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161014 members 
Mstep: Class 2 contains 160763 members 
Entering Unmasked Estep 
Score: -35378320.000000 Penalty: 6290.080566
	Iteration 0F: 3 clusters Score -3.537832e+07 nChanged 155918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163734 members 
Mstep: Class 2 contains 158043 members 
Entering Unmasked Estep 
Score: -35471464.000000 Penalty: 6290.080566
	Iteration 1F: 3 clusters Score -3.547146e+07 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166899 members 
Mstep: Class 2 contains 154878 members 
Entering Unmasked Estep 
Score: -35473728.000000 Penalty: 6290.080566
	Iteration 2Q: 3 clusters Score -3.547373e+07 nChanged 10352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171683 members 
Mstep: Class 2 contains 150094 members 
Entering Unmasked Estep 
Score: -35476408.000000 Penalty: 6290.080566
	Iteration 3Q: 3 clusters Score -3.547641e+07 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178997 members 
Mstep: Class 2 contains 142780 members 
Entering Unmasked Estep 
Score: -35480400.000000 Penalty: 6290.080566
	Iteration 4Q: 3 clusters Score -3.54804e+07 nChanged 15869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189512 members 
Mstep: Class 2 contains 132265 members 
Entering Unmasked Estep 
Score: -35486488.000000 Penalty: 6290.080566
	Iteration 5Q: 3 clusters Score -3.548649e+07 nChanged 18930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203698 members 
Mstep: Class 2 contains 118079 members 
Entering Unmasked Estep 
Score: -35494800.000000 Penalty: 6290.080566
	Iteration 6F: 3 clusters Score -3.54948e+07 nChanged 21133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220793 members 
Mstep: Class 2 contains 100984 members 
Entering Unmasked Estep 
Score: -35505092.000000 Penalty: 6290.080566
	Iteration 7F: 3 clusters Score -3.550509e+07 nChanged 20912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238717 members 
Mstep: Class 2 contains 83060 members 
Entering Unmasked Estep 
Score: -35515752.000000 Penalty: 6290.080566
	Iteration 8F: 3 clusters Score -3.551575e+07 nChanged 18773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255644 members 
Mstep: Class 2 contains 66133 members 
Entering Unmasked Estep 
Score: -35526256.000000 Penalty: 6290.080566
	Iteration 9F: 3 clusters Score -3.552626e+07 nChanged 15837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270565 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -35537448.000000 Penalty: 6290.080566
	Iteration 10Q: 3 clusters Score -3.553745e+07 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283482 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -35548972.000000 Penalty: 6290.080566
	Iteration 11Q: 3 clusters Score -3.554897e+07 nChanged 10663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293955 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -35557244.000000 Penalty: 6290.080566
	Iteration 12Q: 3 clusters Score -3.555724e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301387 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -35562036.000000 Penalty: 6290.080566
	Iteration 13Q: 3 clusters Score -3.556204e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306756 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -35563692.000000 Penalty: 6290.080566
	Iteration 14Q: 3 clusters Score -3.556369e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310941 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -35563296.000000 Penalty: 6290.080566
	Iteration 15Q: 3 clusters Score -3.55633e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314228 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -35562224.000000 Penalty: 6290.080566
	Iteration 16Q: 3 clusters Score -3.556222e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316708 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -35560856.000000 Penalty: 6290.080566
	Iteration 17Q: 3 clusters Score -3.556086e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318447 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -35559892.000000 Penalty: 6290.080566
	Iteration 18Q: 3 clusters Score -3.555989e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319617 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -35559044.000000 Penalty: 6290.080566
	Iteration 19Q: 3 clusters Score -3.555904e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320321 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -35558448.000000 Penalty: 6290.080566
	Iteration 20F: 3 clusters Score -3.555845e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320694 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -35558080.000000 Penalty: 6290.080566
	Iteration 21Q: 3 clusters Score -3.555808e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320934 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -35557876.000000 Penalty: 6290.080566
	Iteration 22Q: 3 clusters Score -3.555788e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321069 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -35557824.000000 Penalty: 6290.080566
	Iteration 23Q: 3 clusters Score -3.555782e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321141 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -35557820.000000 Penalty: 6290.080566
	Iteration 24Q: 3 clusters Score -3.555782e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321187 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -35557780.000000 Penalty: 6290.080566
	Iteration 25Q: 3 clusters Score -3.555778e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321211 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -35557764.000000 Penalty: 6290.080566
	Iteration 26Q: 3 clusters Score -3.555776e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321227 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -35557780.000000 Penalty: 6290.080566
	Iteration 27Q: 3 clusters Score -3.555778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321237 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -35557764.000000 Penalty: 6290.080566
	Iteration 28Q: 3 clusters Score -3.555776e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321243 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -35557788.000000 Penalty: 6290.080566
	Iteration 29Q: 3 clusters Score -3.555779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321248 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -35557784.000000 Penalty: 6290.080566
	Iteration 30Q: 3 clusters Score -3.555778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321253 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -35557776.000000 Penalty: 6290.080566
	Iteration 31Q: 3 clusters Score -3.555778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321258 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -35557788.000000 Penalty: 6290.080566
	Iteration 32Q: 3 clusters Score -3.555779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321263 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -35557804.000000 Penalty: 6290.080566
	Iteration 33Q: 3 clusters Score -3.55578e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321272 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -35557792.000000 Penalty: 6290.080566
	Iteration 34Q: 3 clusters Score -3.555779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321274 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -35557764.000000 Penalty: 6290.080566
	Iteration 35Q: 3 clusters Score -3.555776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321275 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -35557756.000000 Penalty: 6290.080566
	Iteration 36Q: 3 clusters Score -3.555776e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321278 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -35557756.000000 Penalty: 6290.080566
	Iteration 37Q: 3 clusters Score -3.555776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321281 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -35557784.000000 Penalty: 6290.080566
	Iteration 38Q: 3 clusters Score -3.555778e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321282 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -35557776.000000 Penalty: 6290.080566
	Iteration 39Q: 3 clusters Score -3.555778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321285 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -35557760.000000 Penalty: 6290.080566
	Iteration 40F: 3 clusters Score -3.555776e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321286 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -35557760.000000 Penalty: 6290.080566
	Iteration 41Q: 3 clusters Score -3.555776e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321287 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -35557752.000000 Penalty: 6290.080566
	Iteration 42Q: 3 clusters Score -3.555775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321288 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -35557740.000000 Penalty: 6290.080566
	Iteration 43Q: 3 clusters Score -3.555774e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321287 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -35557756.000000 Penalty: 6290.080566
	Iteration 44Q: 3 clusters Score -3.555776e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321287 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -35557756.000000 Penalty: 6290.080566
	Iteration 45F: 3 clusters Score -3.555776e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Entering Unmasked Estep 
Score: -5010580.500000 Penalty: 2653.108154
	Iteration 0F: 2 clusters Score -5010580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4980657.500000 Penalty: 5306.216309
	Iteration 0F: 3 clusters Score -4980658 nChanged 20400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -4991611.500000 Penalty: 5306.216309
	Iteration 1F: 3 clusters Score -4991612 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4992071.000000 Penalty: 5306.216309
	Iteration 2Q: 3 clusters Score -4992071 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -4992552.500000 Penalty: 5306.216309
	Iteration 3Q: 3 clusters Score -4992552 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -4993068.500000 Penalty: 5306.216309
	Iteration 4Q: 3 clusters Score -4993068 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -4993780.500000 Penalty: 5306.216309
	Iteration 5Q: 3 clusters Score -4993780 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -4994961.000000 Penalty: 5306.216309
	Iteration 6F: 3 clusters Score -4994961 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -4996835.000000 Penalty: 5306.216309
	Iteration 7F: 3 clusters Score -4996835 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -4999456.000000 Penalty: 5306.216309
	Iteration 8F: 3 clusters Score -4999456 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -5002669.500000 Penalty: 5306.216309
	Iteration 9F: 3 clusters Score -5002670 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -5005506.000000 Penalty: 5306.216309
	Iteration 10F: 3 clusters Score -5005506 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5007093.000000 Penalty: 5306.216309
	Iteration 11Q: 3 clusters Score -5007093 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5007718.500000 Penalty: 5306.216309
	Iteration 12Q: 3 clusters Score -5007718 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5007987.500000 Penalty: 5306.216309
	Iteration 13Q: 3 clusters Score -5007988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5008127.000000 Penalty: 5306.216309
	Iteration 14Q: 3 clusters Score -5008127 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5008212.000000 Penalty: 5306.216309
	Iteration 15Q: 3 clusters Score -5008212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5008247.500000 Penalty: 5306.216309
	Iteration 16Q: 3 clusters Score -5008248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5008258.500000 Penalty: 5306.216309
	Iteration 17Q: 3 clusters Score -5008258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5008280.000000 Penalty: 5306.216309
	Iteration 18Q: 3 clusters Score -5008280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5008290.500000 Penalty: 5306.216309
	Iteration 19Q: 3 clusters Score -5008290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5008294.500000 Penalty: 5306.216309
	Iteration 20F: 3 clusters Score -5008294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5008322.500000 Penalty: 5306.216309
	Iteration 21Q: 3 clusters Score -5008322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5008329.500000 Penalty: 5306.216309
	Iteration 22Q: 3 clusters Score -5008330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5008332.500000 Penalty: 5306.216309
	Iteration 23Q: 3 clusters Score -5008332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5008336.000000 Penalty: 5306.216309
	Iteration 24Q: 3 clusters Score -5008336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5008339.000000 Penalty: 5306.216309
	Iteration 25Q: 3 clusters Score -5008339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5008338.500000 Penalty: 5306.216309
	Iteration 26Q: 3 clusters Score -5008338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5008340.000000 Penalty: 5306.216309
	Iteration 27Q: 3 clusters Score -5008340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5008340.500000 Penalty: 5306.216309
	Iteration 28Q: 3 clusters Score -5008340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5008342.000000 Penalty: 5306.216309
	Iteration 29Q: 3 clusters Score -5008342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5008342.000000 Penalty: 5306.216309
	Iteration 30F: 3 clusters Score -5008342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Entering Unmasked Estep 
Score: -2441957.000000 Penalty: 2473.804443
	Iteration 0F: 2 clusters Score -2441957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2426877.500000 Penalty: 4947.608887
	Iteration 0F: 3 clusters Score -2426878 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2431961.250000 Penalty: 4947.608887
	Iteration 1F: 3 clusters Score -2431961 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2432327.500000 Penalty: 4947.608887
	Iteration 2F: 3 clusters Score -2432328 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2432573.000000 Penalty: 4947.608887
	Iteration 3Q: 3 clusters Score -2432573 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2432786.250000 Penalty: 4947.608887
	Iteration 4Q: 3 clusters Score -2432786 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2433006.250000 Penalty: 4947.608887
	Iteration 5Q: 3 clusters Score -2433006 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2433230.000000 Penalty: 4947.608887
	Iteration 6Q: 3 clusters Score -2433230 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2433474.500000 Penalty: 4947.608887
	Iteration 7Q: 3 clusters Score -2433474 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2433775.250000 Penalty: 4947.608887
	Iteration 8Q: 3 clusters Score -2433775 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2434162.500000 Penalty: 4947.608887
	Iteration 9Q: 3 clusters Score -2434162 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2434607.750000 Penalty: 4947.608887
	Iteration 10Q: 3 clusters Score -2434608 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2435140.000000 Penalty: 4947.608887
	Iteration 11Q: 3 clusters Score -2435140 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2435735.500000 Penalty: 4947.608887
	Iteration 12Q: 3 clusters Score -2435736 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2436404.250000 Penalty: 4947.608887
	Iteration 13Q: 3 clusters Score -2436404 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2436974.250000 Penalty: 4947.608887
	Iteration 14Q: 3 clusters Score -2436974 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2437419.250000 Penalty: 4947.608887
	Iteration 15Q: 3 clusters Score -2437419 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2437764.000000 Penalty: 4947.608887
	Iteration 16Q: 3 clusters Score -2437764 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2438058.000000 Penalty: 4947.608887
	Iteration 17Q: 3 clusters Score -2438058 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2438252.500000 Penalty: 4947.608887
	Iteration 18Q: 3 clusters Score -2438252 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2438432.000000 Penalty: 4947.608887
	Iteration 19Q: 3 clusters Score -2438432 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2438595.250000 Penalty: 4947.608887
	Iteration 20F: 3 clusters Score -2438595 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -2438743.500000 Penalty: 4947.608887
	Iteration 21Q: 3 clusters Score -2438744 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2438848.750000 Penalty: 4947.608887
	Iteration 22Q: 3 clusters Score -2438849 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2438946.250000 Penalty: 4947.608887
	Iteration 23Q: 3 clusters Score -2438946 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2439023.250000 Penalty: 4947.608887
	Iteration 24Q: 3 clusters Score -2439023 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2439109.750000 Penalty: 4947.608887
	Iteration 25Q: 3 clusters Score -2439110 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2439197.000000 Penalty: 4947.608887
	Iteration 26Q: 3 clusters Score -2439197 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -2439268.250000 Penalty: 4947.608887
	Iteration 27Q: 3 clusters Score -2439268 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2439329.500000 Penalty: 4947.608887
	Iteration 28Q: 3 clusters Score -2439330 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2439386.250000 Penalty: 4947.608887
	Iteration 29Q: 3 clusters Score -2439386 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2439430.500000 Penalty: 4947.608887
	Iteration 30Q: 3 clusters Score -2439430 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2439477.500000 Penalty: 4947.608887
	Iteration 31Q: 3 clusters Score -2439478 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2439516.250000 Penalty: 4947.608887
	Iteration 32Q: 3 clusters Score -2439516 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -2439556.250000 Penalty: 4947.608887
	Iteration 33Q: 3 clusters Score -2439556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2439607.500000 Penalty: 4947.608887
	Iteration 34Q: 3 clusters Score -2439608 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2439643.250000 Penalty: 4947.608887
	Iteration 35Q: 3 clusters Score -2439643 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2439683.750000 Penalty: 4947.608887
	Iteration 36Q: 3 clusters Score -2439684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2439707.000000 Penalty: 4947.608887
	Iteration 37Q: 3 clusters Score -2439707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2439720.000000 Penalty: 4947.608887
	Iteration 38Q: 3 clusters Score -2439720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2439729.500000 Penalty: 4947.608887
	Iteration 39Q: 3 clusters Score -2439730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2439746.250000 Penalty: 4947.608887
	Iteration 40F: 3 clusters Score -2439746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2439749.000000 Penalty: 4947.608887
	Iteration 41Q: 3 clusters Score -2439749 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2439756.000000 Penalty: 4947.608887
	Iteration 42Q: 3 clusters Score -2439756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2439767.000000 Penalty: 4947.608887
	Iteration 43Q: 3 clusters Score -2439767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2439774.250000 Penalty: 4947.608887
	Iteration 44Q: 3 clusters Score -2439774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2439784.750000 Penalty: 4947.608887
	Iteration 45Q: 3 clusters Score -2439785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2439790.750000 Penalty: 4947.608887
	Iteration 46Q: 3 clusters Score -2439791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2439793.250000 Penalty: 4947.608887
	Iteration 47Q: 3 clusters Score -2439793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2439798.500000 Penalty: 4947.608887
	Iteration 48Q: 3 clusters Score -2439798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2439804.750000 Penalty: 4947.608887
	Iteration 49Q: 3 clusters Score -2439805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2439808.250000 Penalty: 4947.608887
	Iteration 50Q: 3 clusters Score -2439808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2439814.250000 Penalty: 4947.608887
	Iteration 51Q: 3 clusters Score -2439814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2439816.250000 Penalty: 4947.608887
	Iteration 52Q: 3 clusters Score -2439816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2439819.250000 Penalty: 4947.608887
	Iteration 53Q: 3 clusters Score -2439819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2439821.500000 Penalty: 4947.608887
	Iteration 54Q: 3 clusters Score -2439822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2439824.750000 Penalty: 4947.608887
	Iteration 55Q: 3 clusters Score -2439825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2439824.000000 Penalty: 4947.608887
	Iteration 56Q: 3 clusters Score -2439824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -2439825.250000 Penalty: 4947.608887
	Iteration 57Q: 3 clusters Score -2439825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -2439828.750000 Penalty: 4947.608887
	Iteration 58Q: 3 clusters Score -2439829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2439831.250000 Penalty: 4947.608887
	Iteration 59Q: 3 clusters Score -2439831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2439829.250000 Penalty: 4947.608887
	Iteration 60F: 3 clusters Score -2439829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2439834.750000 Penalty: 4947.608887
	Iteration 61Q: 3 clusters Score -2439835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2439833.750000 Penalty: 4947.608887
	Iteration 62Q: 3 clusters Score -2439834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2439838.250000 Penalty: 4947.608887
	Iteration 63Q: 3 clusters Score -2439838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2439840.000000 Penalty: 4947.608887
	Iteration 64Q: 3 clusters Score -2439840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2439844.250000 Penalty: 4947.608887
	Iteration 65Q: 3 clusters Score -2439844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2439848.250000 Penalty: 4947.608887
	Iteration 66Q: 3 clusters Score -2439848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2439852.000000 Penalty: 4947.608887
	Iteration 67Q: 3 clusters Score -2439852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2439853.500000 Penalty: 4947.608887
	Iteration 68Q: 3 clusters Score -2439854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2439858.500000 Penalty: 4947.608887
	Iteration 69Q: 3 clusters Score -2439858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2439859.250000 Penalty: 4947.608887
	Iteration 70Q: 3 clusters Score -2439859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2439859.750000 Penalty: 4947.608887
	Iteration 71Q: 3 clusters Score -2439860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2439859.750000 Penalty: 4947.608887
	Iteration 72Q: 3 clusters Score -2439860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2439861.000000 Penalty: 4947.608887
	Iteration 73Q: 3 clusters Score -2439861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2439862.250000 Penalty: 4947.608887
	Iteration 74Q: 3 clusters Score -2439862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2439864.000000 Penalty: 4947.608887
	Iteration 75Q: 3 clusters Score -2439864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2439864.000000 Penalty: 4947.608887
	Iteration 76F: 3 clusters Score -2439864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -31126.269531 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -31126.27 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 192 members 
Entering Unmasked Estep 
Score: -29780.871094 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -29780.87 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29991.060547 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -29991.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -30129.060547 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -30129.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30218.808594 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -30218.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30301.775391 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -30301.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -30340.214844 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -30340.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30379.664062 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -30379.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30406.505859 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -30406.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30430.365234 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -30430.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30442.085938 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -30442.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30453.013672 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -30453.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30453.013672 Penalty: 2933.097656
	Iteration 11F: 3 clusters Score -30453.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28764 members 
Mstep: Class 3 contains 29513 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 6486 members 
Mstep: Class 6 contains 8028 members 
Mstep: Class 7 contains 86662 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81364 members 
Mstep: Class 11 contains 41834 members 
Mstep: Class 13 contains 38586 members 
Mstep: Class 14 contains 139838 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31197 members 
Mstep: Class 18 contains 321777 members 
Mstep: Class 19 contains 44268 members 
Mstep: Class 20 contains 21483 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006840.000000 Penalty: 64607.523438
Iteration 79Q: 20 clusters Score -9.800684e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28760 members 
Mstep: Class 3 contains 29514 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 6497 members 
Mstep: Class 6 contains 8030 members 
Mstep: Class 7 contains 86646 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81422 members 
Mstep: Class 11 contains 41829 members 
Mstep: Class 13 contains 38542 members 
Mstep: Class 14 contains 140020 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31185 members 
Mstep: Class 18 contains 321724 members 
Mstep: Class 19 contains 44145 members 
Mstep: Class 20 contains 21484 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006856.000000 Penalty: 64607.523438
Iteration 80F: 20 clusters Score -9.800686e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28759 members 
Mstep: Class 3 contains 29521 members 
Mstep: Class 4 contains 4003 members 
Mstep: Class 5 contains 6506 members 
Mstep: Class 6 contains 8034 members 
Mstep: Class 7 contains 86608 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81478 members 
Mstep: Class 11 contains 41822 members 
Mstep: Class 13 contains 38504 members 
Mstep: Class 14 contains 140222 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31170 members 
Mstep: Class 18 contains 321678 members 
Mstep: Class 19 contains 44016 members 
Mstep: Class 20 contains 21479 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006840.000000 Penalty: 64607.523438
Iteration 81Q: 20 clusters Score -9.800684e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 29525 members 
Mstep: Class 4 contains 4005 members 
Mstep: Class 5 contains 6519 members 
Mstep: Class 6 contains 8040 members 
Mstep: Class 7 contains 86580 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81523 members 
Mstep: Class 11 contains 41817 members 
Mstep: Class 13 contains 38472 members 
Mstep: Class 14 contains 140431 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31146 members 
Mstep: Class 18 contains 321618 members 
Mstep: Class 19 contains 43894 members 
Mstep: Class 20 contains 21474 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006720.000000 Penalty: 64607.523438
Iteration 82Q: 20 clusters Score -9.800672e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 29526 members 
Mstep: Class 4 contains 4006 members 
Mstep: Class 5 contains 6534 members 
Mstep: Class 6 contains 8044 members 
Mstep: Class 7 contains 86576 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81575 members 
Mstep: Class 11 contains 41817 members 
Mstep: Class 13 contains 38431 members 
Mstep: Class 14 contains 140650 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31126 members 
Mstep: Class 18 contains 321529 members 
Mstep: Class 19 contains 43762 members 
Mstep: Class 20 contains 21473 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98006896.000000 Penalty: 64607.523438
Iteration 83Q: 20 clusters Score -9.80069e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28748 members 
Mstep: Class 3 contains 29525 members 
Mstep: Class 4 contains 4007 members 
Mstep: Class 5 contains 6552 members 
Mstep: Class 6 contains 8050 members 
Mstep: Class 7 contains 86569 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81626 members 
Mstep: Class 11 contains 41814 members 
Mstep: Class 13 contains 38383 members 
Mstep: Class 14 contains 140853 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31111 members 
Mstep: Class 18 contains 321464 members 
Mstep: Class 19 contains 43619 members 
Mstep: Class 20 contains 21476 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007152.000000 Penalty: 64607.523438
Iteration 84Q: 20 clusters Score -9.800715e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28734 members 
Mstep: Class 3 contains 29528 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 6573 members 
Mstep: Class 6 contains 8054 members 
Mstep: Class 7 contains 86565 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81679 members 
Mstep: Class 11 contains 41813 members 
Mstep: Class 13 contains 38328 members 
Mstep: Class 14 contains 141076 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31096 members 
Mstep: Class 18 contains 321422 members 
Mstep: Class 19 contains 43459 members 
Mstep: Class 20 contains 21463 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007144.000000 Penalty: 64607.523438
Iteration 85Q: 20 clusters Score -9.800714e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28725 members 
Mstep: Class 3 contains 29527 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 5 contains 6594 members 
Mstep: Class 6 contains 8055 members 
Mstep: Class 7 contains 86554 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81733 members 
Mstep: Class 11 contains 41817 members 
Mstep: Class 13 contains 38288 members 
Mstep: Class 14 contains 141266 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31082 members 
Mstep: Class 18 contains 321407 members 
Mstep: Class 19 contains 43290 members 
Mstep: Class 20 contains 21454 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007080.000000 Penalty: 64607.523438
Iteration 86Q: 20 clusters Score -9.800708e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28723 members 
Mstep: Class 3 contains 29523 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 6614 members 
Mstep: Class 6 contains 8056 members 
Mstep: Class 7 contains 86535 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81795 members 
Mstep: Class 11 contains 41818 members 
Mstep: Class 13 contains 38243 members 
Mstep: Class 14 contains 141464 members 
Mstep: Class 15 contains 9260 members 
Mstep: Class 16 contains 2761 members 
Mstep: Class 17 contains 31074 members 
Mstep: Class 18 contains 321365 members 
Mstep: Class 19 contains 43126 members 
Mstep: Class 20 contains 21452 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007296.000000 Penalty: 64607.523438
Iteration 87Q: 20 clusters Score -9.80073e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28725 members 
Mstep: Class 3 contains 29517 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 6630 members 
Mstep: Class 6 contains 8056 members 
Mstep: Class 7 contains 86521 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81858 members 
Mstep: Class 11 contains 41820 members 
Mstep: Class 13 contains 38182 members 
Mstep: Class 14 contains 141681 members 
Mstep: Class 15 contains 9259 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31061 members 
Mstep: Class 18 contains 321308 members 
Mstep: Class 19 contains 42980 members 
Mstep: Class 20 contains 21449 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007216.000000 Penalty: 64607.523438
Iteration 88Q: 20 clusters Score -9.800722e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28730 members 
Mstep: Class 3 contains 29515 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 8059 members 
Mstep: Class 7 contains 86502 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81921 members 
Mstep: Class 11 contains 41820 members 
Mstep: Class 13 contains 38131 members 
Mstep: Class 14 contains 141882 members 
Mstep: Class 15 contains 9259 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31043 members 
Mstep: Class 18 contains 321266 members 
Mstep: Class 19 contains 42828 members 
Mstep: Class 20 contains 21444 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007248.000000 Penalty: 64607.523438
Iteration 89Q: 20 clusters Score -9.800725e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28723 members 
Mstep: Class 3 contains 29514 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 6667 members 
Mstep: Class 6 contains 8065 members 
Mstep: Class 7 contains 86485 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 81987 members 
Mstep: Class 11 contains 41822 members 
Mstep: Class 13 contains 38086 members 
Mstep: Class 14 contains 142103 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31023 members 
Mstep: Class 18 contains 321205 members 
Mstep: Class 19 contains 42668 members 
Mstep: Class 20 contains 21436 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007424.000000 Penalty: 64607.523438
Iteration 90Q: 20 clusters Score -9.800742e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28725 members 
Mstep: Class 3 contains 29515 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 6685 members 
Mstep: Class 6 contains 8074 members 
Mstep: Class 7 contains 86465 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 82056 members 
Mstep: Class 11 contains 41818 members 
Mstep: Class 13 contains 38044 members 
Mstep: Class 14 contains 142307 members 
Mstep: Class 15 contains 9263 members 
Mstep: Class 16 contains 2760 members 
Mstep: Class 17 contains 31005 members 
Mstep: Class 18 contains 321137 members 
Mstep: Class 19 contains 42516 members 
Mstep: Class 20 contains 21435 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007368.000000 Penalty: 64607.523438
Iteration 91Q: 20 clusters Score -9.800737e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28737 members 
Mstep: Class 3 contains 29509 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 6697 members 
Mstep: Class 6 contains 8077 members 
Mstep: Class 7 contains 86443 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 82124 members 
Mstep: Class 11 contains 41814 members 
Mstep: Class 13 contains 37999 members 
Mstep: Class 14 contains 142524 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 30992 members 
Mstep: Class 18 contains 321077 members 
Mstep: Class 19 contains 42359 members 
Mstep: Class 20 contains 21429 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007656.000000 Penalty: 64607.523438
Iteration 92Q: 20 clusters Score -9.800766e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28750 members 
Mstep: Class 3 contains 29509 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 6700 members 
Mstep: Class 6 contains 8079 members 
Mstep: Class 7 contains 86432 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 82176 members 
Mstep: Class 11 contains 41811 members 
Mstep: Class 13 contains 37963 members 
Mstep: Class 14 contains 142755 members 
Mstep: Class 15 contains 9266 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 30977 members 
Mstep: Class 18 contains 321013 members 
Mstep: Class 19 contains 42194 members 
Mstep: Class 20 contains 21421 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007720.000000 Penalty: 64607.523438
Iteration 93Q: 20 clusters Score -9.800772e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28761 members 
Mstep: Class 3 contains 29511 members 
Mstep: Class 4 contains 4017 members 
Mstep: Class 5 contains 6704 members 
Mstep: Class 6 contains 8081 members 
Mstep: Class 7 contains 86422 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 82245 members 
Mstep: Class 11 contains 41808 members 
Mstep: Class 13 contains 37914 members 
Mstep: Class 14 contains 142972 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 30959 members 
Mstep: Class 18 contains 320965 members 
Mstep: Class 19 contains 42032 members 
Mstep: Class 20 contains 21406 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98007936.000000 Penalty: 64607.523438
Iteration 94Q: 20 clusters Score -9.800794e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28768 members 
Mstep: Class 3 contains 29505 members 
Mstep: Class 4 contains 4017 members 
Mstep: Class 5 contains 6710 members 
Mstep: Class 6 contains 8085 members 
Mstep: Class 7 contains 86402 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 82321 members 
Mstep: Class 11 contains 41804 members 
Mstep: Class 13 contains 37870 members 
Mstep: Class 14 contains 143166 members 
Mstep: Class 15 contains 9269 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 30950 members 
Mstep: Class 18 contains 320921 members 
Mstep: Class 19 contains 41879 members 
Mstep: Class 20 contains 21397 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008256.000000 Penalty: 64607.523438
Iteration 95Q: 20 clusters Score -9.800826e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28766 members 
Mstep: Class 3 contains 29500 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 6716 members 
Mstep: Class 6 contains 8088 members 
Mstep: Class 7 contains 86390 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 82398 members 
Mstep: Class 11 contains 41799 members 
Mstep: Class 13 contains 37838 members 
Mstep: Class 14 contains 143372 members 
Mstep: Class 15 contains 9270 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 30930 members 
Mstep: Class 18 contains 320872 members 
Mstep: Class 19 contains 41715 members 
Mstep: Class 20 contains 21394 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008200.000000 Penalty: 64607.523438
Iteration 96Q: 20 clusters Score -9.80082e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28769 members 
Mstep: Class 3 contains 29503 members 
Mstep: Class 4 contains 4017 members 
Mstep: Class 5 contains 6719 members 
Mstep: Class 6 contains 8091 members 
Mstep: Class 7 contains 86384 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 82470 members 
Mstep: Class 11 contains 41797 members 
Mstep: Class 13 contains 37797 members 
Mstep: Class 14 contains 143564 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2759 members 
Mstep: Class 17 contains 30912 members 
Mstep: Class 18 contains 320827 members 
Mstep: Class 19 contains 41557 members 
Mstep: Class 20 contains 21390 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008208.000000 Penalty: 64607.523438
Iteration 97Q: 20 clusters Score -9.800821e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28770 members 
Mstep: Class 3 contains 29503 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 6723 members 
Mstep: Class 6 contains 8092 members 
Mstep: Class 7 contains 86386 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 82531 members 
Mstep: Class 11 contains 41803 members 
Mstep: Class 13 contains 37748 members 
Mstep: Class 14 contains 143759 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2758 members 
Mstep: Class 17 contains 30900 members 
Mstep: Class 18 contains 320757 members 
Mstep: Class 19 contains 41425 members 
Mstep: Class 20 contains 21385 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008248.000000 Penalty: 64607.523438
Iteration 98Q: 20 clusters Score -9.800825e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28777 members 
Mstep: Class 3 contains 29498 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 6726 members 
Mstep: Class 6 contains 8094 members 
Mstep: Class 7 contains 86380 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 82591 members 
Mstep: Class 11 contains 41807 members 
Mstep: Class 13 contains 37708 members 
Mstep: Class 14 contains 143954 members 
Mstep: Class 15 contains 9266 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30898 members 
Mstep: Class 18 contains 320686 members 
Mstep: Class 19 contains 41285 members 
Mstep: Class 20 contains 21382 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008520.000000 Penalty: 64607.523438
Iteration 99Q: 20 clusters Score -9.800852e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28783 members 
Mstep: Class 3 contains 29496 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 6731 members 
Mstep: Class 6 contains 8096 members 
Mstep: Class 7 contains 86368 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 82656 members 
Mstep: Class 11 contains 41811 members 
Mstep: Class 13 contains 37670 members 
Mstep: Class 14 contains 144150 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 17 contains 30891 members 
Mstep: Class 18 contains 320613 members 
Mstep: Class 19 contains 41153 members 
Mstep: Class 20 contains 21369 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008616.000000 Penalty: 64607.523438
Iteration 100F: 20 clusters Score -9.800862e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28788 members 
Mstep: Class 3 contains 29489 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 6735 members 
Mstep: Class 6 contains 8101 members 
Mstep: Class 7 contains 86356 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 82714 members 
Mstep: Class 11 contains 41814 members 
Mstep: Class 13 contains 37629 members 
Mstep: Class 14 contains 144315 members 
Mstep: Class 15 contains 9263 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 17 contains 30880 members 
Mstep: Class 18 contains 320584 members 
Mstep: Class 19 contains 41022 members 
Mstep: Class 20 contains 21362 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008440.000000 Penalty: 64607.523438
Iteration 101Q: 20 clusters Score -9.800844e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 29480 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 8105 members 
Mstep: Class 7 contains 86346 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 82791 members 
Mstep: Class 11 contains 41812 members 
Mstep: Class 13 contains 37595 members 
Mstep: Class 14 contains 144512 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 17 contains 30865 members 
Mstep: Class 18 contains 320514 members 
Mstep: Class 19 contains 40868 members 
Mstep: Class 20 contains 21368 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008432.000000 Penalty: 64607.523438
Iteration 102Q: 20 clusters Score -9.800843e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28796 members 
Mstep: Class 3 contains 29475 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 6749 members 
Mstep: Class 6 contains 8105 members 
Mstep: Class 7 contains 86324 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 82863 members 
Mstep: Class 11 contains 41807 members 
Mstep: Class 13 contains 37562 members 
Mstep: Class 14 contains 144676 members 
Mstep: Class 15 contains 9260 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 17 contains 30859 members 
Mstep: Class 18 contains 320487 members 
Mstep: Class 19 contains 40723 members 
Mstep: Class 20 contains 21366 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008544.000000 Penalty: 64607.523438
Iteration 103Q: 20 clusters Score -9.800854e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28795 members 
Mstep: Class 3 contains 29469 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 6756 members 
Mstep: Class 6 contains 8105 members 
Mstep: Class 7 contains 86311 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 82945 members 
Mstep: Class 11 contains 41806 members 
Mstep: Class 13 contains 37540 members 
Mstep: Class 14 contains 144836 members 
Mstep: Class 15 contains 9258 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 17 contains 30840 members 
Mstep: Class 18 contains 320446 members 
Mstep: Class 19 contains 40589 members 
Mstep: Class 20 contains 21356 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008600.000000 Penalty: 64607.523438
Iteration 104Q: 20 clusters Score -9.80086e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28798 members 
Mstep: Class 3 contains 29464 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 6766 members 
Mstep: Class 6 contains 8106 members 
Mstep: Class 7 contains 86300 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 83018 members 
Mstep: Class 11 contains 41804 members 
Mstep: Class 13 contains 37510 members 
Mstep: Class 14 contains 144993 members 
Mstep: Class 15 contains 9258 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30815 members 
Mstep: Class 18 contains 320413 members 
Mstep: Class 19 contains 40454 members 
Mstep: Class 20 contains 21354 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008640.000000 Penalty: 64607.523438
Iteration 105Q: 20 clusters Score -9.800864e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28805 members 
Mstep: Class 3 contains 29458 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 6773 members 
Mstep: Class 6 contains 8110 members 
Mstep: Class 7 contains 86274 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 83095 members 
Mstep: Class 11 contains 41799 members 
Mstep: Class 13 contains 37487 members 
Mstep: Class 14 contains 145144 members 
Mstep: Class 15 contains 9255 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30797 members 
Mstep: Class 18 contains 320394 members 
Mstep: Class 19 contains 40308 members 
Mstep: Class 20 contains 21354 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008728.000000 Penalty: 64607.523438
Iteration 106Q: 20 clusters Score -9.800873e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28805 members 
Mstep: Class 3 contains 29450 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 6782 members 
Mstep: Class 6 contains 8115 members 
Mstep: Class 7 contains 86255 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 83172 members 
Mstep: Class 11 contains 41798 members 
Mstep: Class 13 contains 37465 members 
Mstep: Class 14 contains 145294 members 
Mstep: Class 15 contains 9257 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30783 members 
Mstep: Class 18 contains 320364 members 
Mstep: Class 19 contains 40161 members 
Mstep: Class 20 contains 21352 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98008976.000000 Penalty: 64607.523438
Iteration 107Q: 20 clusters Score -9.800898e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28809 members 
Mstep: Class 3 contains 29440 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 6790 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 7 contains 86222 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 83248 members 
Mstep: Class 11 contains 41797 members 
Mstep: Class 13 contains 37429 members 
Mstep: Class 14 contains 145448 members 
Mstep: Class 15 contains 9258 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30776 members 
Mstep: Class 18 contains 320341 members 
Mstep: Class 19 contains 40022 members 
Mstep: Class 20 contains 21355 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009040.000000 Penalty: 64607.523438
Iteration 108Q: 20 clusters Score -9.800904e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28806 members 
Mstep: Class 3 contains 29436 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 6801 members 
Mstep: Class 6 contains 8119 members 
Mstep: Class 7 contains 86184 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 83322 members 
Mstep: Class 11 contains 41797 members 
Mstep: Class 13 contains 37406 members 
Mstep: Class 14 contains 145596 members 
Mstep: Class 15 contains 9258 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30762 members 
Mstep: Class 18 contains 320318 members 
Mstep: Class 19 contains 39891 members 
Mstep: Class 20 contains 21357 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009032.000000 Penalty: 64607.523438
Iteration 109Q: 20 clusters Score -9.800903e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28800 members 
Mstep: Class 3 contains 29434 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 6814 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 86164 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 83388 members 
Mstep: Class 11 contains 41798 members 
Mstep: Class 13 contains 37370 members 
Mstep: Class 14 contains 145722 members 
Mstep: Class 15 contains 9258 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30755 members 
Mstep: Class 18 contains 320320 members 
Mstep: Class 19 contains 39744 members 
Mstep: Class 20 contains 21364 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009136.000000 Penalty: 64607.523438
Iteration 110Q: 20 clusters Score -9.800914e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28799 members 
Mstep: Class 3 contains 29434 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 6822 members 
Mstep: Class 6 contains 8124 members 
Mstep: Class 7 contains 86158 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 83452 members 
Mstep: Class 11 contains 41796 members 
Mstep: Class 13 contains 37324 members 
Mstep: Class 14 contains 145863 members 
Mstep: Class 15 contains 9258 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30745 members 
Mstep: Class 18 contains 320307 members 
Mstep: Class 19 contains 39601 members 
Mstep: Class 20 contains 21371 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009272.000000 Penalty: 64607.523438
Iteration 111Q: 20 clusters Score -9.800927e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28798 members 
Mstep: Class 3 contains 29432 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 6832 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 7 contains 86145 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 83512 members 
Mstep: Class 11 contains 41795 members 
Mstep: Class 13 contains 37279 members 
Mstep: Class 14 contains 146016 members 
Mstep: Class 15 contains 9259 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30735 members 
Mstep: Class 18 contains 320289 members 
Mstep: Class 19 contains 39460 members 
Mstep: Class 20 contains 21375 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009440.000000 Penalty: 64607.523438
Iteration 112Q: 20 clusters Score -9.800944e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28799 members 
Mstep: Class 3 contains 29430 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 6841 members 
Mstep: Class 6 contains 8130 members 
Mstep: Class 7 contains 86130 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 83570 members 
Mstep: Class 11 contains 41790 members 
Mstep: Class 13 contains 37226 members 
Mstep: Class 14 contains 146159 members 
Mstep: Class 15 contains 9260 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30734 members 
Mstep: Class 18 contains 320267 members 
Mstep: Class 19 contains 39340 members 
Mstep: Class 20 contains 21376 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009480.000000 Penalty: 64607.523438
Iteration 113Q: 20 clusters Score -9.800948e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28800 members 
Mstep: Class 3 contains 29426 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 6846 members 
Mstep: Class 6 contains 8133 members 
Mstep: Class 7 contains 86127 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 83633 members 
Mstep: Class 11 contains 41789 members 
Mstep: Class 13 contains 37183 members 
Mstep: Class 14 contains 146301 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30727 members 
Mstep: Class 18 contains 320232 members 
Mstep: Class 19 contains 39217 members 
Mstep: Class 20 contains 21377 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009520.000000 Penalty: 64607.523438
Iteration 114Q: 20 clusters Score -9.800952e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28809 members 
Mstep: Class 3 contains 29423 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 6849 members 
Mstep: Class 6 contains 8133 members 
Mstep: Class 7 contains 86118 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 83702 members 
Mstep: Class 11 contains 41787 members 
Mstep: Class 13 contains 37149 members 
Mstep: Class 14 contains 146426 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30714 members 
Mstep: Class 18 contains 320207 members 
Mstep: Class 19 contains 39096 members 
Mstep: Class 20 contains 21378 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009640.000000 Penalty: 64607.523438
Iteration 115Q: 20 clusters Score -9.800964e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28814 members 
Mstep: Class 3 contains 29420 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 6853 members 
Mstep: Class 6 contains 8135 members 
Mstep: Class 7 contains 86106 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 83776 members 
Mstep: Class 11 contains 41786 members 
Mstep: Class 13 contains 37130 members 
Mstep: Class 14 contains 146553 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30694 members 
Mstep: Class 18 contains 320186 members 
Mstep: Class 19 contains 38956 members 
Mstep: Class 20 contains 21381 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009648.000000 Penalty: 64607.523438
Iteration 116Q: 20 clusters Score -9.800965e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28822 members 
Mstep: Class 3 contains 29419 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 6857 members 
Mstep: Class 6 contains 8136 members 
Mstep: Class 7 contains 86090 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 83854 members 
Mstep: Class 11 contains 41784 members 
Mstep: Class 13 contains 37115 members 
Mstep: Class 14 contains 146696 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30674 members 
Mstep: Class 18 contains 320162 members 
Mstep: Class 19 contains 38798 members 
Mstep: Class 20 contains 21382 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009632.000000 Penalty: 64607.523438
Iteration 117Q: 20 clusters Score -9.800963e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28824 members 
Mstep: Class 3 contains 29416 members 
Mstep: Class 4 contains 4014 members 
Mstep: Class 5 contains 6861 members 
Mstep: Class 6 contains 8138 members 
Mstep: Class 7 contains 86078 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 10 contains 83936 members 
Mstep: Class 11 contains 41783 members 
Mstep: Class 13 contains 37092 members 
Mstep: Class 14 contains 146852 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 17 contains 30660 members 
Mstep: Class 18 contains 320136 members 
Mstep: Class 19 contains 38628 members 
Mstep: Class 20 contains 21382 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009768.000000 Penalty: 64607.523438
Iteration 118Q: 20 clusters Score -9.800977e+07 nChanged 389
Entering ConstructFrom: 
Score: -98009768.000000 Penalty: 64607.523438
Entering ConstructFrom: 
Trying to split cluster 1 (1492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Entering Unmasked Estep 
Score: -147030.515625 Penalty: 1812.352417
	Iteration 0F: 2 clusters Score -147030.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -144914.421875 Penalty: 3624.704834
	Iteration 0F: 3 clusters Score -144914.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -145531.437500 Penalty: 3624.704834
	Iteration 1F: 3 clusters Score -145531.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -145804.328125 Penalty: 3624.704834
	Iteration 2F: 3 clusters Score -145804.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -146065.250000 Penalty: 3624.704834
	Iteration 3F: 3 clusters Score -146065.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -146416.109375 Penalty: 3624.704834
	Iteration 4F: 3 clusters Score -146416.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -146801.390625 Penalty: 3624.704834
	Iteration 5F: 3 clusters Score -146801.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -147173.906250 Penalty: 3624.704834
	Iteration 6F: 3 clusters Score -147173.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -147432.671875 Penalty: 3624.704834
	Iteration 7Q: 3 clusters Score -147432.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -147598.015625 Penalty: 3624.704834
	Iteration 8Q: 3 clusters Score -147598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -147687.218750 Penalty: 3624.704834
	Iteration 9Q: 3 clusters Score -147687.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -147732.546875 Penalty: 3624.704834
	Iteration 10Q: 3 clusters Score -147732.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -147775.703125 Penalty: 3624.704834
	Iteration 11Q: 3 clusters Score -147775.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -147805.593750 Penalty: 3624.704834
	Iteration 12Q: 3 clusters Score -147805.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -147821.171875 Penalty: 3624.704834
	Iteration 13Q: 3 clusters Score -147821.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -147824.703125 Penalty: 3624.704834
	Iteration 14Q: 3 clusters Score -147824.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -147828.437500 Penalty: 3624.704834
	Iteration 15Q: 3 clusters Score -147828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -147829.765625 Penalty: 3624.704834
	Iteration 16Q: 3 clusters Score -147829.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -147839.078125 Penalty: 3624.704834
	Iteration 17F: 3 clusters Score -147839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -147842.750000 Penalty: 3624.704834
	Iteration 18Q: 3 clusters Score -147842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -147843.906250 Penalty: 3624.704834
	Iteration 19Q: 3 clusters Score -147843.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -147843.906250 Penalty: 3624.704834
	Iteration 20F: 3 clusters Score -147843.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 28826 members 
Mstep: Class 3 contains 29410 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 6867 members 
Mstep: Class 6 contains 8138 members 
Mstep: Class 7 contains 86077 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 344 members 
Mstep: Class 10 contains 84021 members 
Mstep: Class 11 contains 41785 members 
Mstep: Class 13 contains 37072 members 
Mstep: Class 14 contains 147013 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30645 members 
Mstep: Class 18 contains 320079 members 
Mstep: Class 19 contains 38472 members 
Mstep: Class 20 contains 21386 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
Score: -98009304.000000 Penalty: 68007.921875
Splitting cluster 1 changes total score from -98009768.000000 to -98009304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (28826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Entering Unmasked Estep 
Score: -3013358.250000 Penalty: 2546.720215
	Iteration 0F: 2 clusters Score -3013358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2993474.250000 Penalty: 5093.440430
	Iteration 0F: 3 clusters Score -2993474 nChanged 13013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3000758.500000 Penalty: 5093.440430
	Iteration 1F: 3 clusters Score -3000758 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3001610.750000 Penalty: 5093.440430
	Iteration 2F: 3 clusters Score -3001611 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3002459.750000 Penalty: 5093.440430
	Iteration 3F: 3 clusters Score -3002460 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -3003228.500000 Penalty: 5093.440430
	Iteration 4F: 3 clusters Score -3003228 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3003952.000000 Penalty: 5093.440430
	Iteration 5F: 3 clusters Score -3003952 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3004676.000000 Penalty: 5093.440430
	Iteration 6F: 3 clusters Score -3004676 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -3005400.750000 Penalty: 5093.440430
	Iteration 7F: 3 clusters Score -3005401 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3006091.250000 Penalty: 5093.440430
	Iteration 8F: 3 clusters Score -3006091 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3006666.250000 Penalty: 5093.440430
	Iteration 9Q: 3 clusters Score -3006666 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3007196.500000 Penalty: 5093.440430
	Iteration 10Q: 3 clusters Score -3007196 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3007591.000000 Penalty: 5093.440430
	Iteration 11Q: 3 clusters Score -3007591 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -3007852.250000 Penalty: 5093.440430
	Iteration 12Q: 3 clusters Score -3007852 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -3008045.000000 Penalty: 5093.440430
	Iteration 13Q: 3 clusters Score -3008045 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3008193.250000 Penalty: 5093.440430
	Iteration 14Q: 3 clusters Score -3008193 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3008305.750000 Penalty: 5093.440430
	Iteration 15Q: 3 clusters Score -3008306 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3008435.750000 Penalty: 5093.440430
	Iteration 16Q: 3 clusters Score -3008436 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -3008535.250000 Penalty: 5093.440430
	Iteration 17Q: 3 clusters Score -3008535 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3008649.750000 Penalty: 5093.440430
	Iteration 18Q: 3 clusters Score -3008650 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3008767.250000 Penalty: 5093.440430
	Iteration 19Q: 3 clusters Score -3008767 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -3008880.250000 Penalty: 5093.440430
	Iteration 20F: 3 clusters Score -3008880 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -3009002.250000 Penalty: 5093.440430
	Iteration 21Q: 3 clusters Score -3009002 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -3009101.750000 Penalty: 5093.440430
	Iteration 22Q: 3 clusters Score -3009102 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3009195.750000 Penalty: 5093.440430
	Iteration 23Q: 3 clusters Score -3009196 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3009299.250000 Penalty: 5093.440430
	Iteration 24Q: 3 clusters Score -3009299 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -3009406.750000 Penalty: 5093.440430
	Iteration 25Q: 3 clusters Score -3009407 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -3009483.000000 Penalty: 5093.440430
	Iteration 26Q: 3 clusters Score -3009483 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3009572.250000 Penalty: 5093.440430
	Iteration 27Q: 3 clusters Score -3009572 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -3009651.250000 Penalty: 5093.440430
	Iteration 28Q: 3 clusters Score -3009651 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3009708.750000 Penalty: 5093.440430
	Iteration 29Q: 3 clusters Score -3009709 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -3009767.750000 Penalty: 5093.440430
	Iteration 30Q: 3 clusters Score -3009768 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3009849.250000 Penalty: 5093.440430
	Iteration 31Q: 3 clusters Score -3009849 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -3009921.250000 Penalty: 5093.440430
	Iteration 32Q: 3 clusters Score -3009921 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3010044.750000 Penalty: 5093.440430
	Iteration 33Q: 3 clusters Score -3010045 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3010155.250000 Penalty: 5093.440430
	Iteration 34Q: 3 clusters Score -3010155 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -3010279.250000 Penalty: 5093.440430
	Iteration 35Q: 3 clusters Score -3010279 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -3010425.500000 Penalty: 5093.440430
	Iteration 36Q: 3 clusters Score -3010426 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -3010533.250000 Penalty: 5093.440430
	Iteration 37Q: 3 clusters Score -3010533 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3010636.500000 Penalty: 5093.440430
	Iteration 38Q: 3 clusters Score -3010636 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -3010724.750000 Penalty: 5093.440430
	Iteration 39Q: 3 clusters Score -3010725 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -3010806.500000 Penalty: 5093.440430
	Iteration 40F: 3 clusters Score -3010806 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3010906.250000 Penalty: 5093.440430
	Iteration 41Q: 3 clusters Score -3010906 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3010998.000000 Penalty: 5093.440430
	Iteration 42Q: 3 clusters Score -3010998 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -3011086.250000 Penalty: 5093.440430
	Iteration 43Q: 3 clusters Score -3011086 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -3011171.750000 Penalty: 5093.440430
	Iteration 44Q: 3 clusters Score -3011172 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -3011270.500000 Penalty: 5093.440430
	Iteration 45Q: 3 clusters Score -3011270 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3011340.750000 Penalty: 5093.440430
	Iteration 46Q: 3 clusters Score -3011341 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3011459.500000 Penalty: 5093.440430
	Iteration 47Q: 3 clusters Score -3011460 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3011580.750000 Penalty: 5093.440430
	Iteration 48Q: 3 clusters Score -3011581 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -3011675.000000 Penalty: 5093.440430
	Iteration 49Q: 3 clusters Score -3011675 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -3011785.500000 Penalty: 5093.440430
	Iteration 50Q: 3 clusters Score -3011786 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3011890.250000 Penalty: 5093.440430
	Iteration 51Q: 3 clusters Score -3011890 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3011990.000000 Penalty: 5093.440430
	Iteration 52Q: 3 clusters Score -3011990 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3012074.250000 Penalty: 5093.440430
	Iteration 53Q: 3 clusters Score -3012074 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -3012202.500000 Penalty: 5093.440430
	Iteration 54Q: 3 clusters Score -3012202 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3012281.000000 Penalty: 5093.440430
	Iteration 55Q: 3 clusters Score -3012281 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3012348.000000 Penalty: 5093.440430
	Iteration 56Q: 3 clusters Score -3012348 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -3012391.250000 Penalty: 5093.440430
	Iteration 57Q: 3 clusters Score -3012391 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3012431.250000 Penalty: 5093.440430
	Iteration 58Q: 3 clusters Score -3012431 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3012457.750000 Penalty: 5093.440430
	Iteration 59Q: 3 clusters Score -3012458 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -3012483.750000 Penalty: 5093.440430
	Iteration 60F: 3 clusters Score -3012484 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3012487.500000 Penalty: 5093.440430
	Iteration 61Q: 3 clusters Score -3012488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -3012506.750000 Penalty: 5093.440430
	Iteration 62Q: 3 clusters Score -3012507 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -3012520.250000 Penalty: 5093.440430
	Iteration 63Q: 3 clusters Score -3012520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3012535.500000 Penalty: 5093.440430
	Iteration 64Q: 3 clusters Score -3012536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3012537.500000 Penalty: 5093.440430
	Iteration 65Q: 3 clusters Score -3012538 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3012546.000000 Penalty: 5093.440430
	Iteration 66Q: 3 clusters Score -3012546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3012548.750000 Penalty: 5093.440430
	Iteration 67Q: 3 clusters Score -3012549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -3012555.500000 Penalty: 5093.440430
	Iteration 68Q: 3 clusters Score -3012556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -3012562.750000 Penalty: 5093.440430
	Iteration 69Q: 3 clusters Score -3012563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3012565.750000 Penalty: 5093.440430
	Iteration 70Q: 3 clusters Score -3012566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3012571.000000 Penalty: 5093.440430
	Iteration 71Q: 3 clusters Score -3012571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -3012574.750000 Penalty: 5093.440430
	Iteration 72Q: 3 clusters Score -3012575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -3012572.250000 Penalty: 5093.440430
	Iteration 73Q: 3 clusters Score -3012572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -3012572.750000 Penalty: 5093.440430
	Iteration 74Q: 3 clusters Score -3012573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -3012571.000000 Penalty: 5093.440430
	Iteration 75Q: 3 clusters Score -3012571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3012571.000000 Penalty: 5093.440430
	Iteration 76Q: 3 clusters Score -3012571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3012572.500000 Penalty: 5093.440430
	Iteration 77Q: 3 clusters Score -3012572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -3012569.750000 Penalty: 5093.440430
	Iteration 78Q: 3 clusters Score -3012570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -3012577.000000 Penalty: 5093.440430
	Iteration 79Q: 3 clusters Score -3012577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -3012576.250000 Penalty: 5093.440430
	Iteration 80F: 3 clusters Score -3012576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -3012575.750000 Penalty: 5093.440430
	Iteration 81Q: 3 clusters Score -3012576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3012572.250000 Penalty: 5093.440430
	Iteration 82Q: 3 clusters Score -3012572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3012574.750000 Penalty: 5093.440430
	Iteration 83Q: 3 clusters Score -3012575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3012573.250000 Penalty: 5093.440430
	Iteration 84Q: 3 clusters Score -3012573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3012578.500000 Penalty: 5093.440430
	Iteration 85Q: 3 clusters Score -3012578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3012578.750000 Penalty: 5093.440430
	Iteration 86Q: 3 clusters Score -3012579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -3012576.000000 Penalty: 5093.440430
	Iteration 87Q: 3 clusters Score -3012576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3012576.750000 Penalty: 5093.440430
	Iteration 88Q: 3 clusters Score -3012577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3012579.000000 Penalty: 5093.440430
	Iteration 89Q: 3 clusters Score -3012579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -3012582.000000 Penalty: 5093.440430
	Iteration 90Q: 3 clusters Score -3012582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3012576.500000 Penalty: 5093.440430
	Iteration 91Q: 3 clusters Score -3012576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -3012582.250000 Penalty: 5093.440430
	Iteration 92Q: 3 clusters Score -3012582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3012582.500000 Penalty: 5093.440430
	Iteration 93Q: 3 clusters Score -3012582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3012576.250000 Penalty: 5093.440430
	Iteration 94Q: 3 clusters Score -3012576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -3012580.500000 Penalty: 5093.440430
	Iteration 95Q: 3 clusters Score -3012580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3012588.000000 Penalty: 5093.440430
	Iteration 96Q: 3 clusters Score -3012588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3012588.000000 Penalty: 5093.440430
	Iteration 97Q: 3 clusters Score -3012588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3012591.500000 Penalty: 5093.440430
	Iteration 98Q: 3 clusters Score -3012592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3012588.250000 Penalty: 5093.440430
	Iteration 99Q: 3 clusters Score -3012588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3012589.750000 Penalty: 5093.440430
	Iteration 100F: 3 clusters Score -3012590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -3012585.500000 Penalty: 5093.440430
	Iteration 101Q: 3 clusters Score -3012586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3012588.500000 Penalty: 5093.440430
	Iteration 102Q: 3 clusters Score -3012588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -3012587.500000 Penalty: 5093.440430
	Iteration 103Q: 3 clusters Score -3012588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3012584.250000 Penalty: 5093.440430
	Iteration 104Q: 3 clusters Score -3012584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3012586.750000 Penalty: 5093.440430
	Iteration 105Q: 3 clusters Score -3012587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -3012585.000000 Penalty: 5093.440430
	Iteration 106Q: 3 clusters Score -3012585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3012586.750000 Penalty: 5093.440430
	Iteration 107Q: 3 clusters Score -3012587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3012586.750000 Penalty: 5093.440430
	Iteration 108F: 3 clusters Score -3012587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Entering Unmasked Estep 
Score: -3293030.250000 Penalty: 2551.694336
	Iteration 0F: 2 clusters Score -3293030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3272878.500000 Penalty: 5103.388672
	Iteration 0F: 3 clusters Score -3272878 nChanged 13247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3280107.500000 Penalty: 5103.388672
	Iteration 1F: 3 clusters Score -3280108 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3280489.250000 Penalty: 5103.388672
	Iteration 2Q: 3 clusters Score -3280489 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3280836.250000 Penalty: 5103.388672
	Iteration 3Q: 3 clusters Score -3280836 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3281161.250000 Penalty: 5103.388672
	Iteration 4Q: 3 clusters Score -3281161 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -3281515.750000 Penalty: 5103.388672
	Iteration 5Q: 3 clusters Score -3281516 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -3282022.750000 Penalty: 5103.388672
	Iteration 6Q: 3 clusters Score -3282023 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3282736.500000 Penalty: 5103.388672
	Iteration 7Q: 3 clusters Score -3282736 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -3283799.750000 Penalty: 5103.388672
	Iteration 8F: 3 clusters Score -3283800 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -3285362.750000 Penalty: 5103.388672
	Iteration 9F: 3 clusters Score -3285363 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3287374.000000 Penalty: 5103.388672
	Iteration 10F: 3 clusters Score -3287374 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3289411.250000 Penalty: 5103.388672
	Iteration 11F: 3 clusters Score -3289411 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -3291034.750000 Penalty: 5103.388672
	Iteration 12Q: 3 clusters Score -3291035 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3292270.000000 Penalty: 5103.388672
	Iteration 13Q: 3 clusters Score -3292270 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3292909.750000 Penalty: 5103.388672
	Iteration 14Q: 3 clusters Score -3292910 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3293154.250000 Penalty: 5103.388672
	Iteration 15Q: 3 clusters Score -3293154 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3293252.500000 Penalty: 5103.388672
	Iteration 16Q: 3 clusters Score -3293252 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3293303.250000 Penalty: 5103.388672
	Iteration 17Q: 3 clusters Score -3293303 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3293332.000000 Penalty: 5103.388672
	Iteration 18Q: 3 clusters Score -3293332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -3293343.000000 Penalty: 5103.388672
	Iteration 19Q: 3 clusters Score -3293343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3293350.500000 Penalty: 5103.388672
	Iteration 20F: 3 clusters Score -3293350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -3293360.500000 Penalty: 5103.388672
	Iteration 21Q: 3 clusters Score -3293360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3293364.000000 Penalty: 5103.388672
	Iteration 22Q: 3 clusters Score -3293364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3293370.000000 Penalty: 5103.388672
	Iteration 23Q: 3 clusters Score -3293370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3293375.500000 Penalty: 5103.388672
	Iteration 24Q: 3 clusters Score -3293376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3293378.250000 Penalty: 5103.388672
	Iteration 25Q: 3 clusters Score -3293378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -3293382.500000 Penalty: 5103.388672
	Iteration 26Q: 3 clusters Score -3293382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3293386.750000 Penalty: 5103.388672
	Iteration 27Q: 3 clusters Score -3293387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3293383.750000 Penalty: 5103.388672
	Iteration 28Q: 3 clusters Score -3293384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3293383.500000 Penalty: 5103.388672
	Iteration 29Q: 3 clusters Score -3293384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -3293381.750000 Penalty: 5103.388672
	Iteration 30Q: 3 clusters Score -3293382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3293383.500000 Penalty: 5103.388672
	Iteration 31Q: 3 clusters Score -3293384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3293383.500000 Penalty: 5103.388672
	Iteration 32F: 3 clusters Score -3293384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28826 members 
Mstep: Class 3 contains 26573 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 6867 members 
Mstep: Class 6 contains 8138 members 
Mstep: Class 7 contains 86077 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 84021 members 
Mstep: Class 11 contains 41785 members 
Mstep: Class 13 contains 37072 members 
Mstep: Class 14 contains 147013 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30645 members 
Mstep: Class 18 contains 320079 members 
Mstep: Class 19 contains 38472 members 
Mstep: Class 20 contains 21386 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
Score: -98009272.000000 Penalty: 68007.921875
Splitting cluster 3 changes total score from -98009768.000000 to -98009272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Entering Unmasked Estep 
Score: -423787.562500 Penalty: 2057.729004
	Iteration 0F: 2 clusters Score -423787.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -419909.031250 Penalty: 4115.458008
	Iteration 0F: 3 clusters Score -419909 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -420721.937500 Penalty: 4115.458008
	Iteration 1F: 3 clusters Score -420721.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -420887.781250 Penalty: 4115.458008
	Iteration 2F: 3 clusters Score -420887.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -421012.812500 Penalty: 4115.458008
	Iteration 3F: 3 clusters Score -421012.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -421109.062500 Penalty: 4115.458008
	Iteration 4Q: 3 clusters Score -421109.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -421186.218750 Penalty: 4115.458008
	Iteration 5Q: 3 clusters Score -421186.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -421279.875000 Penalty: 4115.458008
	Iteration 6Q: 3 clusters Score -421279.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -421378.281250 Penalty: 4115.458008
	Iteration 7Q: 3 clusters Score -421378.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -421455.593750 Penalty: 4115.458008
	Iteration 8Q: 3 clusters Score -421455.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -421549.968750 Penalty: 4115.458008
	Iteration 9Q: 3 clusters Score -421550 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -421677.687500 Penalty: 4115.458008
	Iteration 10Q: 3 clusters Score -421677.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -421913.125000 Penalty: 4115.458008
	Iteration 11Q: 3 clusters Score -421913.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -422269.718750 Penalty: 4115.458008
	Iteration 12F: 3 clusters Score -422269.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -422608.625000 Penalty: 4115.458008
	Iteration 13F: 3 clusters Score -422608.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -422863.625000 Penalty: 4115.458008
	Iteration 14Q: 3 clusters Score -422863.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -423045.156250 Penalty: 4115.458008
	Iteration 15Q: 3 clusters Score -423045.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -423157.187500 Penalty: 4115.458008
	Iteration 16Q: 3 clusters Score -423157.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -423224.656250 Penalty: 4115.458008
	Iteration 17Q: 3 clusters Score -423224.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -423279.031250 Penalty: 4115.458008
	Iteration 18Q: 3 clusters Score -423279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -423341.031250 Penalty: 4115.458008
	Iteration 19Q: 3 clusters Score -423341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -423440.781250 Penalty: 4115.458008
	Iteration 20F: 3 clusters Score -423440.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -423574.281250 Penalty: 4115.458008
	Iteration 21Q: 3 clusters Score -423574.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -423678.250000 Penalty: 4115.458008
	Iteration 22Q: 3 clusters Score -423678.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -423711.281250 Penalty: 4115.458008
	Iteration 23Q: 3 clusters Score -423711.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -423720.468750 Penalty: 4115.458008
	Iteration 24Q: 3 clusters Score -423720.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -423726.875000 Penalty: 4115.458008
	Iteration 25Q: 3 clusters Score -423726.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -423727.656250 Penalty: 4115.458008
	Iteration 26Q: 3 clusters Score -423727.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -423729.250000 Penalty: 4115.458008
	Iteration 27Q: 3 clusters Score -423729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -423729.625000 Penalty: 4115.458008
	Iteration 28Q: 3 clusters Score -423729.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -423730.562500 Penalty: 4115.458008
	Iteration 29Q: 3 clusters Score -423730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -423731.406250 Penalty: 4115.458008
	Iteration 30Q: 3 clusters Score -423731.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -423731.406250 Penalty: 4115.458008
	Iteration 31F: 3 clusters Score -423731.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Entering Unmasked Estep 
Score: -651893.687500 Penalty: 2190.951660
	Iteration 0F: 2 clusters Score -651893.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -646357.125000 Penalty: 4381.903320
	Iteration 0F: 3 clusters Score -646357.1 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -648276.062500 Penalty: 4381.903320
	Iteration 1F: 3 clusters Score -648276.1 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -649227.750000 Penalty: 4381.903320
	Iteration 2F: 3 clusters Score -649227.8 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -650119.187500 Penalty: 4381.903320
	Iteration 3F: 3 clusters Score -650119.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -650855.687500 Penalty: 4381.903320
	Iteration 4F: 3 clusters Score -650855.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -651358.250000 Penalty: 4381.903320
	Iteration 5F: 3 clusters Score -651358.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -651653.562500 Penalty: 4381.903320
	Iteration 6Q: 3 clusters Score -651653.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -651780.312500 Penalty: 4381.903320
	Iteration 7Q: 3 clusters Score -651780.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -651860.562500 Penalty: 4381.903320
	Iteration 8Q: 3 clusters Score -651860.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -651896.125000 Penalty: 4381.903320
	Iteration 9Q: 3 clusters Score -651896.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -651917.062500 Penalty: 4381.903320
	Iteration 10Q: 3 clusters Score -651917.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -651936.875000 Penalty: 4381.903320
	Iteration 11Q: 3 clusters Score -651936.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -651953.062500 Penalty: 4381.903320
	Iteration 12Q: 3 clusters Score -651953.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -651955.687500 Penalty: 4381.903320
	Iteration 13Q: 3 clusters Score -651955.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -651958.375000 Penalty: 4381.903320
	Iteration 14Q: 3 clusters Score -651958.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -651961.312500 Penalty: 4381.903320
	Iteration 15Q: 3 clusters Score -651961.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -651966.625000 Penalty: 4381.903320
	Iteration 16Q: 3 clusters Score -651966.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -651973.000000 Penalty: 4381.903320
	Iteration 17Q: 3 clusters Score -651973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -651979.375000 Penalty: 4381.903320
	Iteration 18Q: 3 clusters Score -651979.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -651981.375000 Penalty: 4381.903320
	Iteration 19Q: 3 clusters Score -651981.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -651984.750000 Penalty: 4381.903320
	Iteration 20F: 3 clusters Score -651984.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -651986.437500 Penalty: 4381.903320
	Iteration 21Q: 3 clusters Score -651986.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -651986.125000 Penalty: 4381.903320
	Iteration 22Q: 3 clusters Score -651986.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -651989.062500 Penalty: 4381.903320
	Iteration 23Q: 3 clusters Score -651989.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -651990.125000 Penalty: 4381.903320
	Iteration 24Q: 3 clusters Score -651990.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -651990.250000 Penalty: 4381.903320
	Iteration 25Q: 3 clusters Score -651990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -651990.562500 Penalty: 4381.903320
	Iteration 26Q: 3 clusters Score -651990.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -651991.062500 Penalty: 4381.903320
	Iteration 27Q: 3 clusters Score -651991.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -651991.062500 Penalty: 4381.903320
	Iteration 28F: 3 clusters Score -651991.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28826 members 
Mstep: Class 3 contains 29410 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 3021 members 
Mstep: Class 6 contains 8138 members 
Mstep: Class 7 contains 86077 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 3846 members 
Mstep: Class 10 contains 84021 members 
Mstep: Class 11 contains 41785 members 
Mstep: Class 13 contains 37072 members 
Mstep: Class 14 contains 147013 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30645 members 
Mstep: Class 18 contains 320079 members 
Mstep: Class 19 contains 38472 members 
Mstep: Class 20 contains 21386 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
Score: -98008496.000000 Penalty: 68007.921875
Splitting cluster 5 changes total score from -98009768.000000 to -98008496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Entering Unmasked Estep 
Score: -896006.437500 Penalty: 2233.066406
	Iteration 0F: 2 clusters Score -896006.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -889532.937500 Penalty: 4466.132812
	Iteration 0F: 3 clusters Score -889532.9 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -891216.687500 Penalty: 4466.132812
	Iteration 1F: 3 clusters Score -891216.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -891421.000000 Penalty: 4466.132812
	Iteration 2F: 3 clusters Score -891421 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -891552.312500 Penalty: 4466.132812
	Iteration 3Q: 3 clusters Score -891552.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -891642.875000 Penalty: 4466.132812
	Iteration 4Q: 3 clusters Score -891642.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -891716.687500 Penalty: 4466.132812
	Iteration 5Q: 3 clusters Score -891716.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -891774.625000 Penalty: 4466.132812
	Iteration 6Q: 3 clusters Score -891774.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -891830.250000 Penalty: 4466.132812
	Iteration 7Q: 3 clusters Score -891830.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -891887.437500 Penalty: 4466.132812
	Iteration 8Q: 3 clusters Score -891887.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -891958.812500 Penalty: 4466.132812
	Iteration 9Q: 3 clusters Score -891958.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -892015.562500 Penalty: 4466.132812
	Iteration 10Q: 3 clusters Score -892015.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -892079.000000 Penalty: 4466.132812
	Iteration 11Q: 3 clusters Score -892079 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -892141.187500 Penalty: 4466.132812
	Iteration 12Q: 3 clusters Score -892141.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -892215.312500 Penalty: 4466.132812
	Iteration 13Q: 3 clusters Score -892215.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -892309.562500 Penalty: 4466.132812
	Iteration 14Q: 3 clusters Score -892309.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -892435.000000 Penalty: 4466.132812
	Iteration 15Q: 3 clusters Score -892435 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -892589.500000 Penalty: 4466.132812
	Iteration 16Q: 3 clusters Score -892589.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -892787.937500 Penalty: 4466.132812
	Iteration 17Q: 3 clusters Score -892787.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -893008.000000 Penalty: 4466.132812
	Iteration 18Q: 3 clusters Score -893008 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -893220.125000 Penalty: 4466.132812
	Iteration 19Q: 3 clusters Score -893220.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -893423.000000 Penalty: 4466.132812
	Iteration 20F: 3 clusters Score -893423 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -893564.187500 Penalty: 4466.132812
	Iteration 21Q: 3 clusters Score -893564.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -893673.437500 Penalty: 4466.132812
	Iteration 22Q: 3 clusters Score -893673.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -893734.625000 Penalty: 4466.132812
	Iteration 23Q: 3 clusters Score -893734.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -893777.312500 Penalty: 4466.132812
	Iteration 24Q: 3 clusters Score -893777.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -893802.937500 Penalty: 4466.132812
	Iteration 25Q: 3 clusters Score -893802.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -893821.125000 Penalty: 4466.132812
	Iteration 26Q: 3 clusters Score -893821.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -893834.437500 Penalty: 4466.132812
	Iteration 27Q: 3 clusters Score -893834.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -893846.625000 Penalty: 4466.132812
	Iteration 28Q: 3 clusters Score -893846.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -893857.937500 Penalty: 4466.132812
	Iteration 29Q: 3 clusters Score -893857.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -893867.562500 Penalty: 4466.132812
	Iteration 30Q: 3 clusters Score -893867.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -893877.125000 Penalty: 4466.132812
	Iteration 31Q: 3 clusters Score -893877.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -893888.250000 Penalty: 4466.132812
	Iteration 32Q: 3 clusters Score -893888.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -893893.500000 Penalty: 4466.132812
	Iteration 33Q: 3 clusters Score -893893.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -893900.875000 Penalty: 4466.132812
	Iteration 34Q: 3 clusters Score -893900.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -893903.687500 Penalty: 4466.132812
	Iteration 35Q: 3 clusters Score -893903.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -893909.937500 Penalty: 4466.132812
	Iteration 36Q: 3 clusters Score -893909.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -893918.812500 Penalty: 4466.132812
	Iteration 37Q: 3 clusters Score -893918.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -893921.187500 Penalty: 4466.132812
	Iteration 38Q: 3 clusters Score -893921.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -893931.375000 Penalty: 4466.132812
	Iteration 39Q: 3 clusters Score -893931.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -893936.250000 Penalty: 4466.132812
	Iteration 40F: 3 clusters Score -893936.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -893940.750000 Penalty: 4466.132812
	Iteration 41Q: 3 clusters Score -893940.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -893946.750000 Penalty: 4466.132812
	Iteration 42Q: 3 clusters Score -893946.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -893955.562500 Penalty: 4466.132812
	Iteration 43Q: 3 clusters Score -893955.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -893961.250000 Penalty: 4466.132812
	Iteration 44Q: 3 clusters Score -893961.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -893964.687500 Penalty: 4466.132812
	Iteration 45Q: 3 clusters Score -893964.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -893968.375000 Penalty: 4466.132812
	Iteration 46Q: 3 clusters Score -893968.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -893971.875000 Penalty: 4466.132812
	Iteration 47Q: 3 clusters Score -893971.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -893976.875000 Penalty: 4466.132812
	Iteration 48Q: 3 clusters Score -893976.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -893980.000000 Penalty: 4466.132812
	Iteration 49Q: 3 clusters Score -893980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -893985.125000 Penalty: 4466.132812
	Iteration 50Q: 3 clusters Score -893985.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -893989.812500 Penalty: 4466.132812
	Iteration 51Q: 3 clusters Score -893989.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -893994.375000 Penalty: 4466.132812
	Iteration 52Q: 3 clusters Score -893994.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -893999.000000 Penalty: 4466.132812
	Iteration 53Q: 3 clusters Score -893999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -894006.937500 Penalty: 4466.132812
	Iteration 54Q: 3 clusters Score -894006.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -894009.562500 Penalty: 4466.132812
	Iteration 55Q: 3 clusters Score -894009.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -894016.562500 Penalty: 4466.132812
	Iteration 56Q: 3 clusters Score -894016.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -894022.187500 Penalty: 4466.132812
	Iteration 57Q: 3 clusters Score -894022.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -894024.625000 Penalty: 4466.132812
	Iteration 58Q: 3 clusters Score -894024.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -894029.437500 Penalty: 4466.132812
	Iteration 59Q: 3 clusters Score -894029.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -894033.500000 Penalty: 4466.132812
	Iteration 60F: 3 clusters Score -894033.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -894036.812500 Penalty: 4466.132812
	Iteration 61Q: 3 clusters Score -894036.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -894049.000000 Penalty: 4466.132812
	Iteration 62Q: 3 clusters Score -894049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -894055.875000 Penalty: 4466.132812
	Iteration 63Q: 3 clusters Score -894055.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -894062.937500 Penalty: 4466.132812
	Iteration 64Q: 3 clusters Score -894062.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -894073.937500 Penalty: 4466.132812
	Iteration 65Q: 3 clusters Score -894073.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -894076.937500 Penalty: 4466.132812
	Iteration 66Q: 3 clusters Score -894076.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -894079.062500 Penalty: 4466.132812
	Iteration 67Q: 3 clusters Score -894079.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -894078.937500 Penalty: 4466.132812
	Iteration 68Q: 3 clusters Score -894078.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -894081.750000 Penalty: 4466.132812
	Iteration 69Q: 3 clusters Score -894081.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -894086.187500 Penalty: 4466.132812
	Iteration 70Q: 3 clusters Score -894086.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -894092.875000 Penalty: 4466.132812
	Iteration 71Q: 3 clusters Score -894092.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -894095.750000 Penalty: 4466.132812
	Iteration 72Q: 3 clusters Score -894095.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -894104.187500 Penalty: 4466.132812
	Iteration 73Q: 3 clusters Score -894104.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -894111.812500 Penalty: 4466.132812
	Iteration 74Q: 3 clusters Score -894111.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -894121.937500 Penalty: 4466.132812
	Iteration 75Q: 3 clusters Score -894121.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -894128.687500 Penalty: 4466.132812
	Iteration 76Q: 3 clusters Score -894128.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -894131.687500 Penalty: 4466.132812
	Iteration 77Q: 3 clusters Score -894131.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -894140.000000 Penalty: 4466.132812
	Iteration 78Q: 3 clusters Score -894140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -894151.000000 Penalty: 4466.132812
	Iteration 79Q: 3 clusters Score -894151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -894155.375000 Penalty: 4466.132812
	Iteration 80F: 3 clusters Score -894155.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -894166.000000 Penalty: 4466.132812
	Iteration 81Q: 3 clusters Score -894166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -894173.625000 Penalty: 4466.132812
	Iteration 82Q: 3 clusters Score -894173.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -894183.312500 Penalty: 4466.132812
	Iteration 83Q: 3 clusters Score -894183.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -894195.312500 Penalty: 4466.132812
	Iteration 84Q: 3 clusters Score -894195.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -894200.812500 Penalty: 4466.132812
	Iteration 85Q: 3 clusters Score -894200.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -894207.875000 Penalty: 4466.132812
	Iteration 86Q: 3 clusters Score -894207.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -894212.750000 Penalty: 4466.132812
	Iteration 87Q: 3 clusters Score -894212.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -894220.625000 Penalty: 4466.132812
	Iteration 88Q: 3 clusters Score -894220.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -894228.312500 Penalty: 4466.132812
	Iteration 89Q: 3 clusters Score -894228.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -894233.125000 Penalty: 4466.132812
	Iteration 90Q: 3 clusters Score -894233.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -894238.500000 Penalty: 4466.132812
	Iteration 91Q: 3 clusters Score -894238.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -894246.187500 Penalty: 4466.132812
	Iteration 92Q: 3 clusters Score -894246.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -894252.062500 Penalty: 4466.132812
	Iteration 93Q: 3 clusters Score -894252.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -894253.250000 Penalty: 4466.132812
	Iteration 94Q: 3 clusters Score -894253.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -894255.562500 Penalty: 4466.132812
	Iteration 95Q: 3 clusters Score -894255.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -894263.500000 Penalty: 4466.132812
	Iteration 96Q: 3 clusters Score -894263.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -894265.437500 Penalty: 4466.132812
	Iteration 97Q: 3 clusters Score -894265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -894268.812500 Penalty: 4466.132812
	Iteration 98Q: 3 clusters Score -894268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -894269.750000 Penalty: 4466.132812
	Iteration 99Q: 3 clusters Score -894269.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -894274.937500 Penalty: 4466.132812
	Iteration 100F: 3 clusters Score -894274.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -894277.000000 Penalty: 4466.132812
	Iteration 101Q: 3 clusters Score -894277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -894283.750000 Penalty: 4466.132812
	Iteration 102Q: 3 clusters Score -894283.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -894286.187500 Penalty: 4466.132812
	Iteration 103Q: 3 clusters Score -894286.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -894288.875000 Penalty: 4466.132812
	Iteration 104Q: 3 clusters Score -894288.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -894290.750000 Penalty: 4466.132812
	Iteration 105Q: 3 clusters Score -894290.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -894292.812500 Penalty: 4466.132812
	Iteration 106Q: 3 clusters Score -894292.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -894292.687500 Penalty: 4466.132812
	Iteration 107Q: 3 clusters Score -894292.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -894293.187500 Penalty: 4466.132812
	Iteration 108Q: 3 clusters Score -894293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -894293.187500 Penalty: 4466.132812
	Iteration 109F: 3 clusters Score -894293.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (86077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Entering Unmasked Estep 
Score: -9740950.000000 Penalty: 2818.023193
	Iteration 0F: 2 clusters Score -9740950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -9683287.000000 Penalty: 5636.046387
	Iteration 0F: 3 clusters Score -9683287 nChanged 40385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -9706347.000000 Penalty: 5636.046387
	Iteration 1F: 3 clusters Score -9706347 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -9707139.000000 Penalty: 5636.046387
	Iteration 2Q: 3 clusters Score -9707139 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -9708468.000000 Penalty: 5636.046387
	Iteration 3Q: 3 clusters Score -9708468 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -9710507.000000 Penalty: 5636.046387
	Iteration 4Q: 3 clusters Score -9710507 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 54246 members 
Entering Unmasked Estep 
Score: -9713909.000000 Penalty: 5636.046387
	Iteration 5F: 3 clusters Score -9713909 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -9718843.000000 Penalty: 5636.046387
	Iteration 6F: 3 clusters Score -9718843 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -9725018.000000 Penalty: 5636.046387
	Iteration 7F: 3 clusters Score -9725018 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 70591 members 
Entering Unmasked Estep 
Score: -9731023.000000 Penalty: 5636.046387
	Iteration 8F: 3 clusters Score -9731023 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -9734764.000000 Penalty: 5636.046387
	Iteration 9Q: 3 clusters Score -9734764 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -9736412.000000 Penalty: 5636.046387
	Iteration 10Q: 3 clusters Score -9736412 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 76882 members 
Entering Unmasked Estep 
Score: -9737212.000000 Penalty: 5636.046387
	Iteration 11Q: 3 clusters Score -9737212 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 77864 members 
Entering Unmasked Estep 
Score: -9737706.000000 Penalty: 5636.046387
	Iteration 12Q: 3 clusters Score -9737706 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -9738090.000000 Penalty: 5636.046387
	Iteration 13Q: 3 clusters Score -9738090 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -9738380.000000 Penalty: 5636.046387
	Iteration 14Q: 3 clusters Score -9738380 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 79958 members 
Entering Unmasked Estep 
Score: -9738542.000000 Penalty: 5636.046387
	Iteration 15Q: 3 clusters Score -9738542 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -9738710.000000 Penalty: 5636.046387
	Iteration 16Q: 3 clusters Score -9738710 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -9738854.000000 Penalty: 5636.046387
	Iteration 17Q: 3 clusters Score -9738854 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -9738957.000000 Penalty: 5636.046387
	Iteration 18Q: 3 clusters Score -9738957 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -9739050.000000 Penalty: 5636.046387
	Iteration 19Q: 3 clusters Score -9739050 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 81888 members 
Entering Unmasked Estep 
Score: -9739146.000000 Penalty: 5636.046387
	Iteration 20F: 3 clusters Score -9739146 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 82119 members 
Entering Unmasked Estep 
Score: -9739200.000000 Penalty: 5636.046387
	Iteration 21Q: 3 clusters Score -9739200 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 82335 members 
Entering Unmasked Estep 
Score: -9739289.000000 Penalty: 5636.046387
	Iteration 22Q: 3 clusters Score -9739289 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -9739329.000000 Penalty: 5636.046387
	Iteration 23Q: 3 clusters Score -9739329 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 82717 members 
Entering Unmasked Estep 
Score: -9739385.000000 Penalty: 5636.046387
	Iteration 24Q: 3 clusters Score -9739385 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
Score: -9739427.000000 Penalty: 5636.046387
	Iteration 25Q: 3 clusters Score -9739427 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 82994 members 
Entering Unmasked Estep 
Score: -9739460.000000 Penalty: 5636.046387
	Iteration 26Q: 3 clusters Score -9739460 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 83093 members 
Entering Unmasked Estep 
Score: -9739497.000000 Penalty: 5636.046387
	Iteration 27Q: 3 clusters Score -9739497 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 83182 members 
Entering Unmasked Estep 
Score: -9739528.000000 Penalty: 5636.046387
	Iteration 28Q: 3 clusters Score -9739528 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
Score: -9739528.000000 Penalty: 5636.046387
	Iteration 29Q: 3 clusters Score -9739528 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -9739539.000000 Penalty: 5636.046387
	Iteration 30Q: 3 clusters Score -9739539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 83374 members 
Entering Unmasked Estep 
Score: -9739556.000000 Penalty: 5636.046387
	Iteration 31Q: 3 clusters Score -9739556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 83431 members 
Entering Unmasked Estep 
Score: -9739557.000000 Penalty: 5636.046387
	Iteration 32Q: 3 clusters Score -9739557 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 83482 members 
Entering Unmasked Estep 
Score: -9739559.000000 Penalty: 5636.046387
	Iteration 33Q: 3 clusters Score -9739559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 83530 members 
Entering Unmasked Estep 
Score: -9739562.000000 Penalty: 5636.046387
	Iteration 34Q: 3 clusters Score -9739562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 83580 members 
Entering Unmasked Estep 
Score: -9739591.000000 Penalty: 5636.046387
	Iteration 35Q: 3 clusters Score -9739591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 83632 members 
Entering Unmasked Estep 
Score: -9739605.000000 Penalty: 5636.046387
	Iteration 36Q: 3 clusters Score -9739605 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 83676 members 
Entering Unmasked Estep 
Score: -9739625.000000 Penalty: 5636.046387
	Iteration 37Q: 3 clusters Score -9739625 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 83710 members 
Entering Unmasked Estep 
Score: -9739625.000000 Penalty: 5636.046387
	Iteration 38Q: 3 clusters Score -9739625 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 83743 members 
Entering Unmasked Estep 
Score: -9739621.000000 Penalty: 5636.046387
	Iteration 39Q: 3 clusters Score -9739621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 83779 members 
Entering Unmasked Estep 
Score: -9739621.000000 Penalty: 5636.046387
	Iteration 40F: 3 clusters Score -9739621 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 83805 members 
Entering Unmasked Estep 
Score: -9739621.000000 Penalty: 5636.046387
	Iteration 41Q: 3 clusters Score -9739621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 83825 members 
Entering Unmasked Estep 
Score: -9739620.000000 Penalty: 5636.046387
	Iteration 42Q: 3 clusters Score -9739620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -9739632.000000 Penalty: 5636.046387
	Iteration 43Q: 3 clusters Score -9739632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -9739630.000000 Penalty: 5636.046387
	Iteration 44Q: 3 clusters Score -9739630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 83884 members 
Entering Unmasked Estep 
Score: -9739630.000000 Penalty: 5636.046387
	Iteration 45Q: 3 clusters Score -9739630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 83892 members 
Entering Unmasked Estep 
Score: -9739632.000000 Penalty: 5636.046387
	Iteration 46Q: 3 clusters Score -9739632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 83895 members 
Entering Unmasked Estep 
Score: -9739647.000000 Penalty: 5636.046387
	Iteration 47Q: 3 clusters Score -9739647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 83903 members 
Entering Unmasked Estep 
Score: -9739656.000000 Penalty: 5636.046387
	Iteration 48Q: 3 clusters Score -9739656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -9739658.000000 Penalty: 5636.046387
	Iteration 49Q: 3 clusters Score -9739658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 83913 members 
Entering Unmasked Estep 
Score: -9739659.000000 Penalty: 5636.046387
	Iteration 50Q: 3 clusters Score -9739659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 83917 members 
Entering Unmasked Estep 
Score: -9739658.000000 Penalty: 5636.046387
	Iteration 51Q: 3 clusters Score -9739658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 83923 members 
Entering Unmasked Estep 
Score: -9739657.000000 Penalty: 5636.046387
	Iteration 52Q: 3 clusters Score -9739657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 83927 members 
Entering Unmasked Estep 
Score: -9739655.000000 Penalty: 5636.046387
	Iteration 53Q: 3 clusters Score -9739655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 83930 members 
Entering Unmasked Estep 
Score: -9739660.000000 Penalty: 5636.046387
	Iteration 54Q: 3 clusters Score -9739660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
Score: -9739655.000000 Penalty: 5636.046387
	Iteration 55Q: 3 clusters Score -9739655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -9739648.000000 Penalty: 5636.046387
	Iteration 56Q: 3 clusters Score -9739648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 83943 members 
Entering Unmasked Estep 
Score: -9739652.000000 Penalty: 5636.046387
	Iteration 57Q: 3 clusters Score -9739652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 83946 members 
Entering Unmasked Estep 
Score: -9739653.000000 Penalty: 5636.046387
	Iteration 58Q: 3 clusters Score -9739653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 83946 members 
Entering Unmasked Estep 
Score: -9739653.000000 Penalty: 5636.046387
	Iteration 59F: 3 clusters Score -9739653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -171373.484375 Penalty: 1857.789673
	Iteration 0F: 2 clusters Score -171373.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -168967.796875 Penalty: 3715.579346
	Iteration 0F: 3 clusters Score -168967.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -169905.234375 Penalty: 3715.579346
	Iteration 1F: 3 clusters Score -169905.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -170711.078125 Penalty: 3715.579346
	Iteration 2F: 3 clusters Score -170711.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -171591.609375 Penalty: 3715.579346
	Iteration 3F: 3 clusters Score -171591.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -171944.453125 Penalty: 3715.579346
	Iteration 4F: 3 clusters Score -171944.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -172112.375000 Penalty: 3715.579346
	Iteration 5Q: 3 clusters Score -172112.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -172240.203125 Penalty: 3715.579346
	Iteration 6Q: 3 clusters Score -172240.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -172315.609375 Penalty: 3715.579346
	Iteration 7Q: 3 clusters Score -172315.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -172384.250000 Penalty: 3715.579346
	Iteration 8Q: 3 clusters Score -172384.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -172423.843750 Penalty: 3715.579346
	Iteration 9Q: 3 clusters Score -172423.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -172457.750000 Penalty: 3715.579346
	Iteration 10Q: 3 clusters Score -172457.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -172479.078125 Penalty: 3715.579346
	Iteration 11Q: 3 clusters Score -172479.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -172501.250000 Penalty: 3715.579346
	Iteration 12Q: 3 clusters Score -172501.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -172557.171875 Penalty: 3715.579346
	Iteration 13Q: 3 clusters Score -172557.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -172645.578125 Penalty: 3715.579346
	Iteration 14Q: 3 clusters Score -172645.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -172747.906250 Penalty: 3715.579346
	Iteration 15Q: 3 clusters Score -172747.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -172782.578125 Penalty: 3715.579346
	Iteration 16Q: 3 clusters Score -172782.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -172804.937500 Penalty: 3715.579346
	Iteration 17Q: 3 clusters Score -172804.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -172818.750000 Penalty: 3715.579346
	Iteration 18Q: 3 clusters Score -172818.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -172859.921875 Penalty: 3715.579346
	Iteration 19Q: 3 clusters Score -172859.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -172911.796875 Penalty: 3715.579346
	Iteration 20F: 3 clusters Score -172911.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -172958.031250 Penalty: 3715.579346
	Iteration 21Q: 3 clusters Score -172958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -173001.937500 Penalty: 3715.579346
	Iteration 22Q: 3 clusters Score -173001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -173016.484375 Penalty: 3715.579346
	Iteration 23Q: 3 clusters Score -173016.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -173022.578125 Penalty: 3715.579346
	Iteration 24Q: 3 clusters Score -173022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -173023.484375 Penalty: 3715.579346
	Iteration 25Q: 3 clusters Score -173023.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -173026.062500 Penalty: 3715.579346
	Iteration 26Q: 3 clusters Score -173026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -173028.093750 Penalty: 3715.579346
	Iteration 27Q: 3 clusters Score -173028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -173029.984375 Penalty: 3715.579346
	Iteration 28Q: 3 clusters Score -173030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -173035.453125 Penalty: 3715.579346
	Iteration 29Q: 3 clusters Score -173035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -173039.640625 Penalty: 3715.579346
	Iteration 30Q: 3 clusters Score -173039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -173041.156250 Penalty: 3715.579346
	Iteration 31Q: 3 clusters Score -173041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -173041.750000 Penalty: 3715.579346
	Iteration 32Q: 3 clusters Score -173041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -173041.750000 Penalty: 3715.579346
	Iteration 33F: 3 clusters Score -173041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28826 members 
Mstep: Class 3 contains 29410 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 6867 members 
Mstep: Class 6 contains 8138 members 
Mstep: Class 7 contains 86077 members 
Mstep: Class 8 contains 881 members 
Mstep: Class 9 contains 911 members 
Mstep: Class 10 contains 84021 members 
Mstep: Class 11 contains 41785 members 
Mstep: Class 13 contains 37072 members 
Mstep: Class 14 contains 147013 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30645 members 
Mstep: Class 18 contains 320079 members 
Mstep: Class 19 contains 38472 members 
Mstep: Class 20 contains 21386 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
Score: -98009888.000000 Penalty: 68007.921875
Splitting cluster 8 changes total score from -98009768.000000 to -98009888.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 10 (84021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84021 members 
Entering Unmasked Estep 
Score: -9544451.000000 Penalty: 2812.027832
	Iteration 0F: 2 clusters Score -9544451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -9488321.000000 Penalty: 5624.055664
	Iteration 0F: 3 clusters Score -9488321 nChanged 39535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -9510884.000000 Penalty: 5624.055664
	Iteration 1F: 3 clusters Score -9510884 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -9512165.000000 Penalty: 5624.055664
	Iteration 2Q: 3 clusters Score -9512165 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -9513814.000000 Penalty: 5624.055664
	Iteration 3Q: 3 clusters Score -9513814 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -9516166.000000 Penalty: 5624.055664
	Iteration 4F: 3 clusters Score -9516166 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -9518975.000000 Penalty: 5624.055664
	Iteration 5F: 3 clusters Score -9518975 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -9522053.000000 Penalty: 5624.055664
	Iteration 6F: 3 clusters Score -9522053 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -9524853.000000 Penalty: 5624.055664
	Iteration 7F: 3 clusters Score -9524853 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -9527632.000000 Penalty: 5624.055664
	Iteration 8F: 3 clusters Score -9527632 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61972 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -9529986.000000 Penalty: 5624.055664
	Iteration 9F: 3 clusters Score -9529986 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65593 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -9532197.000000 Penalty: 5624.055664
	Iteration 10Q: 3 clusters Score -9532197 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68980 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -9534290.000000 Penalty: 5624.055664
	Iteration 11Q: 3 clusters Score -9534290 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -9536050.000000 Penalty: 5624.055664
	Iteration 12Q: 3 clusters Score -9536050 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -9537553.000000 Penalty: 5624.055664
	Iteration 13Q: 3 clusters Score -9537553 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -9538830.000000 Penalty: 5624.055664
	Iteration 14Q: 3 clusters Score -9538830 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78531 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -9539702.000000 Penalty: 5624.055664
	Iteration 15Q: 3 clusters Score -9539702 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79846 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -9540499.000000 Penalty: 5624.055664
	Iteration 16Q: 3 clusters Score -9540499 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80794 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -9540935.000000 Penalty: 5624.055664
	Iteration 17Q: 3 clusters Score -9540935 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81546 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -9541344.000000 Penalty: 5624.055664
	Iteration 18Q: 3 clusters Score -9541344 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82079 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9541616.000000 Penalty: 5624.055664
	Iteration 19Q: 3 clusters Score -9541616 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9541754.000000 Penalty: 5624.055664
	Iteration 20F: 3 clusters Score -9541754 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82608 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9541890.000000 Penalty: 5624.055664
	Iteration 21Q: 3 clusters Score -9541890 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82742 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -9541938.000000 Penalty: 5624.055664
	Iteration 22Q: 3 clusters Score -9541938 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9541969.000000 Penalty: 5624.055664
	Iteration 23Q: 3 clusters Score -9541969 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9542023.000000 Penalty: 5624.055664
	Iteration 24Q: 3 clusters Score -9542023 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82998 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9542048.000000 Penalty: 5624.055664
	Iteration 25Q: 3 clusters Score -9542048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83047 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9542097.000000 Penalty: 5624.055664
	Iteration 26Q: 3 clusters Score -9542097 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9542137.000000 Penalty: 5624.055664
	Iteration 27Q: 3 clusters Score -9542137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83106 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9542135.000000 Penalty: 5624.055664
	Iteration 28Q: 3 clusters Score -9542135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83135 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9542151.000000 Penalty: 5624.055664
	Iteration 29Q: 3 clusters Score -9542151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83158 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9542163.000000 Penalty: 5624.055664
	Iteration 30Q: 3 clusters Score -9542163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83166 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9542180.000000 Penalty: 5624.055664
	Iteration 31Q: 3 clusters Score -9542180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83177 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9542188.000000 Penalty: 5624.055664
	Iteration 32Q: 3 clusters Score -9542188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9542212.000000 Penalty: 5624.055664
	Iteration 33Q: 3 clusters Score -9542212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9542206.000000 Penalty: 5624.055664
	Iteration 34Q: 3 clusters Score -9542206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9542214.000000 Penalty: 5624.055664
	Iteration 35Q: 3 clusters Score -9542214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83196 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9542228.000000 Penalty: 5624.055664
	Iteration 36Q: 3 clusters Score -9542228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83200 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9542216.000000 Penalty: 5624.055664
	Iteration 37Q: 3 clusters Score -9542216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83205 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9542215.000000 Penalty: 5624.055664
	Iteration 38Q: 3 clusters Score -9542215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83206 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9542217.000000 Penalty: 5624.055664
	Iteration 39Q: 3 clusters Score -9542217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83208 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9542220.000000 Penalty: 5624.055664
	Iteration 40F: 3 clusters Score -9542220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Entering Unmasked Estep 
Score: -4529193.500000 Penalty: 2638.792725
	Iteration 0F: 2 clusters Score -4529194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -4500898.500000 Penalty: 5277.585449
	Iteration 0F: 3 clusters Score -4500898 nChanged 19148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -4511414.000000 Penalty: 5277.585449
	Iteration 1F: 3 clusters Score -4511414 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -4512033.000000 Penalty: 5277.585449
	Iteration 2Q: 3 clusters Score -4512033 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -4512796.000000 Penalty: 5277.585449
	Iteration 3Q: 3 clusters Score -4512796 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -4513751.500000 Penalty: 5277.585449
	Iteration 4Q: 3 clusters Score -4513752 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -4514897.500000 Penalty: 5277.585449
	Iteration 5Q: 3 clusters Score -4514898 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -4516134.000000 Penalty: 5277.585449
	Iteration 6F: 3 clusters Score -4516134 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -4517428.500000 Penalty: 5277.585449
	Iteration 7F: 3 clusters Score -4517428 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -4518544.000000 Penalty: 5277.585449
	Iteration 8F: 3 clusters Score -4518544 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -4519366.500000 Penalty: 5277.585449
	Iteration 9Q: 3 clusters Score -4519366 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4520007.500000 Penalty: 5277.585449
	Iteration 10Q: 3 clusters Score -4520008 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -4520337.500000 Penalty: 5277.585449
	Iteration 11Q: 3 clusters Score -4520338 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -4520572.500000 Penalty: 5277.585449
	Iteration 12Q: 3 clusters Score -4520572 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4520696.000000 Penalty: 5277.585449
	Iteration 13Q: 3 clusters Score -4520696 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -4520777.500000 Penalty: 5277.585449
	Iteration 14Q: 3 clusters Score -4520778 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4520835.500000 Penalty: 5277.585449
	Iteration 15Q: 3 clusters Score -4520836 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -4520861.500000 Penalty: 5277.585449
	Iteration 16Q: 3 clusters Score -4520862 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -4520872.500000 Penalty: 5277.585449
	Iteration 17Q: 3 clusters Score -4520872 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4520890.000000 Penalty: 5277.585449
	Iteration 18Q: 3 clusters Score -4520890 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -4520895.000000 Penalty: 5277.585449
	Iteration 19Q: 3 clusters Score -4520895 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -4520918.500000 Penalty: 5277.585449
	Iteration 20F: 3 clusters Score -4520918 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4520933.000000 Penalty: 5277.585449
	Iteration 21Q: 3 clusters Score -4520933 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -4520924.000000 Penalty: 5277.585449
	Iteration 22Q: 3 clusters Score -4520924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -4520929.000000 Penalty: 5277.585449
	Iteration 23Q: 3 clusters Score -4520929 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -4520925.500000 Penalty: 5277.585449
	Iteration 24Q: 3 clusters Score -4520926 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -4520930.500000 Penalty: 5277.585449
	Iteration 25Q: 3 clusters Score -4520930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -4520943.000000 Penalty: 5277.585449
	Iteration 26Q: 3 clusters Score -4520943 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4520942.000000 Penalty: 5277.585449
	Iteration 27Q: 3 clusters Score -4520942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -4520955.000000 Penalty: 5277.585449
	Iteration 28Q: 3 clusters Score -4520955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -4520973.500000 Penalty: 5277.585449
	Iteration 29Q: 3 clusters Score -4520974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -4520967.000000 Penalty: 5277.585449
	Iteration 30Q: 3 clusters Score -4520967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -4520974.500000 Penalty: 5277.585449
	Iteration 31Q: 3 clusters Score -4520974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -4520974.500000 Penalty: 5277.585449
	Iteration 32Q: 3 clusters Score -4520974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4520992.500000 Penalty: 5277.585449
	Iteration 33Q: 3 clusters Score -4520992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -4520993.000000 Penalty: 5277.585449
	Iteration 34Q: 3 clusters Score -4520993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -4520996.000000 Penalty: 5277.585449
	Iteration 35Q: 3 clusters Score -4520996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -4520997.000000 Penalty: 5277.585449
	Iteration 36Q: 3 clusters Score -4520997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4520995.000000 Penalty: 5277.585449
	Iteration 37Q: 3 clusters Score -4520995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -4520994.500000 Penalty: 5277.585449
	Iteration 38Q: 3 clusters Score -4520994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -4520995.000000 Penalty: 5277.585449
	Iteration 39Q: 3 clusters Score -4520995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -4520993.500000 Penalty: 5277.585449
	Iteration 40F: 3 clusters Score -4520994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -4520999.000000 Penalty: 5277.585449
	Iteration 41Q: 3 clusters Score -4520999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -4520992.500000 Penalty: 5277.585449
	Iteration 42Q: 3 clusters Score -4520992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -4520998.500000 Penalty: 5277.585449
	Iteration 43Q: 3 clusters Score -4520998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -4520994.500000 Penalty: 5277.585449
	Iteration 44Q: 3 clusters Score -4520994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -4520994.000000 Penalty: 5277.585449
	Iteration 45Q: 3 clusters Score -4520994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -4520992.500000 Penalty: 5277.585449
	Iteration 46Q: 3 clusters Score -4520992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -4520990.500000 Penalty: 5277.585449
	Iteration 47Q: 3 clusters Score -4520990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -4520989.000000 Penalty: 5277.585449
	Iteration 48Q: 3 clusters Score -4520989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4520991.000000 Penalty: 5277.585449
	Iteration 49Q: 3 clusters Score -4520991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4520988.500000 Penalty: 5277.585449
	Iteration 50Q: 3 clusters Score -4520988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4520988.000000 Penalty: 5277.585449
	Iteration 51Q: 3 clusters Score -4520988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -4520988.000000 Penalty: 5277.585449
	Iteration 52F: 3 clusters Score -4520988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Entering Unmasked Estep 
Score: -4177856.000000 Penalty: 2609.113037
	Iteration 0F: 2 clusters Score -4177856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -4152634.000000 Penalty: 5218.226074
	Iteration 0F: 3 clusters Score -4152634 nChanged 16901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -4162295.500000 Penalty: 5218.226074
	Iteration 1F: 3 clusters Score -4162296 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -4163080.500000 Penalty: 5218.226074
	Iteration 2F: 3 clusters Score -4163080 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -4164120.250000 Penalty: 5218.226074
	Iteration 3F: 3 clusters Score -4164120 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -4165542.750000 Penalty: 5218.226074
	Iteration 4F: 3 clusters Score -4165543 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -4167376.250000 Penalty: 5218.226074
	Iteration 5F: 3 clusters Score -4167376 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -4169339.250000 Penalty: 5218.226074
	Iteration 6F: 3 clusters Score -4169339 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -4171126.750000 Penalty: 5218.226074
	Iteration 7F: 3 clusters Score -4171127 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -4172554.250000 Penalty: 5218.226074
	Iteration 8Q: 3 clusters Score -4172554 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -4173581.500000 Penalty: 5218.226074
	Iteration 9Q: 3 clusters Score -4173582 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -4174261.000000 Penalty: 5218.226074
	Iteration 10Q: 3 clusters Score -4174261 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -4174698.750000 Penalty: 5218.226074
	Iteration 11Q: 3 clusters Score -4174699 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4174979.750000 Penalty: 5218.226074
	Iteration 12Q: 3 clusters Score -4174980 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -4175154.750000 Penalty: 5218.226074
	Iteration 13Q: 3 clusters Score -4175155 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -4175253.750000 Penalty: 5218.226074
	Iteration 14Q: 3 clusters Score -4175254 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -4175356.000000 Penalty: 5218.226074
	Iteration 15Q: 3 clusters Score -4175356 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -4175423.500000 Penalty: 5218.226074
	Iteration 16Q: 3 clusters Score -4175424 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -4175467.000000 Penalty: 5218.226074
	Iteration 17Q: 3 clusters Score -4175467 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -4175500.250000 Penalty: 5218.226074
	Iteration 18Q: 3 clusters Score -4175500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4175535.000000 Penalty: 5218.226074
	Iteration 19Q: 3 clusters Score -4175535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -4175549.000000 Penalty: 5218.226074
	Iteration 20F: 3 clusters Score -4175549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4175559.500000 Penalty: 5218.226074
	Iteration 21Q: 3 clusters Score -4175560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -4175572.000000 Penalty: 5218.226074
	Iteration 22Q: 3 clusters Score -4175572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -4175585.250000 Penalty: 5218.226074
	Iteration 23Q: 3 clusters Score -4175585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -4175599.750000 Penalty: 5218.226074
	Iteration 24Q: 3 clusters Score -4175600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -4175603.250000 Penalty: 5218.226074
	Iteration 25Q: 3 clusters Score -4175603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4175606.250000 Penalty: 5218.226074
	Iteration 26Q: 3 clusters Score -4175606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -4175611.750000 Penalty: 5218.226074
	Iteration 27Q: 3 clusters Score -4175612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -4175613.250000 Penalty: 5218.226074
	Iteration 28Q: 3 clusters Score -4175613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -4175619.000000 Penalty: 5218.226074
	Iteration 29Q: 3 clusters Score -4175619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -4175621.250000 Penalty: 5218.226074
	Iteration 30Q: 3 clusters Score -4175621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -4175626.500000 Penalty: 5218.226074
	Iteration 31Q: 3 clusters Score -4175626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4175631.250000 Penalty: 5218.226074
	Iteration 32Q: 3 clusters Score -4175631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4175635.250000 Penalty: 5218.226074
	Iteration 33Q: 3 clusters Score -4175635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -4175634.750000 Penalty: 5218.226074
	Iteration 34Q: 3 clusters Score -4175635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4175637.250000 Penalty: 5218.226074
	Iteration 35Q: 3 clusters Score -4175637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4175637.250000 Penalty: 5218.226074
	Iteration 36Q: 3 clusters Score -4175637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -4175636.000000 Penalty: 5218.226074
	Iteration 37Q: 3 clusters Score -4175636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -4175644.000000 Penalty: 5218.226074
	Iteration 38Q: 3 clusters Score -4175644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4175647.000000 Penalty: 5218.226074
	Iteration 39Q: 3 clusters Score -4175647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -4175657.000000 Penalty: 5218.226074
	Iteration 40F: 3 clusters Score -4175657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4175662.250000 Penalty: 5218.226074
	Iteration 41Q: 3 clusters Score -4175662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -4175662.250000 Penalty: 5218.226074
	Iteration 42Q: 3 clusters Score -4175662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -4175667.000000 Penalty: 5218.226074
	Iteration 43Q: 3 clusters Score -4175667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -4175669.250000 Penalty: 5218.226074
	Iteration 44Q: 3 clusters Score -4175669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -4175679.250000 Penalty: 5218.226074
	Iteration 45Q: 3 clusters Score -4175679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -4175683.750000 Penalty: 5218.226074
	Iteration 46Q: 3 clusters Score -4175684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -4175686.500000 Penalty: 5218.226074
	Iteration 47Q: 3 clusters Score -4175686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -4175686.500000 Penalty: 5218.226074
	Iteration 48F: 3 clusters Score -4175686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (147013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147013 members 
Entering Unmasked Estep 
Score: -16367896.000000 Penalty: 2950.772461
	Iteration 0F: 2 clusters Score -1.63679e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 73494 members 
Entering Unmasked Estep 
Score: -16269599.000000 Penalty: 5901.544922
	Iteration 0F: 3 clusters Score -1.62696e+07 nChanged 70127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -16311234.000000 Penalty: 5901.544922
	Iteration 1F: 3 clusters Score -1.631123e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73031 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -16313341.000000 Penalty: 5901.544922
	Iteration 2Q: 3 clusters Score -1.631334e+07 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73135 members 
Mstep: Class 2 contains 73878 members 
Entering Unmasked Estep 
Score: -16315912.000000 Penalty: 5901.544922
	Iteration 3Q: 3 clusters Score -1.631591e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -16320016.000000 Penalty: 5901.544922
	Iteration 4F: 3 clusters Score -1.632002e+07 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73691 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -16325845.000000 Penalty: 5901.544922
	Iteration 5F: 3 clusters Score -1.632584e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -16333095.000000 Penalty: 5901.544922
	Iteration 6F: 3 clusters Score -1.63331e+07 nChanged 9834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75112 members 
Mstep: Class 2 contains 71901 members 
Entering Unmasked Estep 
Score: -16340533.000000 Penalty: 5901.544922
	Iteration 7F: 3 clusters Score -1.634053e+07 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 70976 members 
Entering Unmasked Estep 
Score: -16345790.000000 Penalty: 5901.544922
	Iteration 8F: 3 clusters Score -1.634579e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -16348221.000000 Penalty: 5901.544922
	Iteration 9Q: 3 clusters Score -1.634822e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77908 members 
Mstep: Class 2 contains 69105 members 
Entering Unmasked Estep 
Score: -16349238.000000 Penalty: 5901.544922
	Iteration 10Q: 3 clusters Score -1.634924e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78747 members 
Mstep: Class 2 contains 68266 members 
Entering Unmasked Estep 
Score: -16349785.000000 Penalty: 5901.544922
	Iteration 11Q: 3 clusters Score -1.634978e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79586 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -16350169.000000 Penalty: 5901.544922
	Iteration 12Q: 3 clusters Score -1.635017e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80452 members 
Mstep: Class 2 contains 66561 members 
Entering Unmasked Estep 
Score: -16350496.000000 Penalty: 5901.544922
	Iteration 13Q: 3 clusters Score -1.63505e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
Score: -16350784.000000 Penalty: 5901.544922
	Iteration 14Q: 3 clusters Score -1.635078e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -16350979.000000 Penalty: 5901.544922
	Iteration 15Q: 3 clusters Score -1.635098e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83520 members 
Mstep: Class 2 contains 63493 members 
Entering Unmasked Estep 
Score: -16351277.000000 Penalty: 5901.544922
	Iteration 16Q: 3 clusters Score -1.635128e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84647 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -16351502.000000 Penalty: 5901.544922
	Iteration 17Q: 3 clusters Score -1.63515e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85867 members 
Mstep: Class 2 contains 61146 members 
Entering Unmasked Estep 
Score: -16351703.000000 Penalty: 5901.544922
	Iteration 18Q: 3 clusters Score -1.63517e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87135 members 
Mstep: Class 2 contains 59878 members 
Entering Unmasked Estep 
Score: -16352052.000000 Penalty: 5901.544922
	Iteration 19Q: 3 clusters Score -1.635205e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88491 members 
Mstep: Class 2 contains 58522 members 
Entering Unmasked Estep 
Score: -16352225.000000 Penalty: 5901.544922
	Iteration 20F: 3 clusters Score -1.635222e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89900 members 
Mstep: Class 2 contains 57113 members 
Entering Unmasked Estep 
Score: -16352535.000000 Penalty: 5901.544922
	Iteration 21Q: 3 clusters Score -1.635254e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91337 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -16352842.000000 Penalty: 5901.544922
	Iteration 22Q: 3 clusters Score -1.635284e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92802 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -16353153.000000 Penalty: 5901.544922
	Iteration 23Q: 3 clusters Score -1.635315e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 52706 members 
Entering Unmasked Estep 
Score: -16353494.000000 Penalty: 5901.544922
	Iteration 24Q: 3 clusters Score -1.635349e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95854 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -16353983.000000 Penalty: 5901.544922
	Iteration 25Q: 3 clusters Score -1.635398e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97446 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -16354476.000000 Penalty: 5901.544922
	Iteration 26Q: 3 clusters Score -1.635448e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99118 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -16355055.000000 Penalty: 5901.544922
	Iteration 27Q: 3 clusters Score -1.635506e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100788 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -16355516.000000 Penalty: 5901.544922
	Iteration 28Q: 3 clusters Score -1.635552e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102475 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -16356155.000000 Penalty: 5901.544922
	Iteration 29Q: 3 clusters Score -1.635616e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104140 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -16356758.000000 Penalty: 5901.544922
	Iteration 30Q: 3 clusters Score -1.635676e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105869 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -16357452.000000 Penalty: 5901.544922
	Iteration 31Q: 3 clusters Score -1.635745e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107569 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -16358211.000000 Penalty: 5901.544922
	Iteration 32Q: 3 clusters Score -1.635821e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109148 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -16358803.000000 Penalty: 5901.544922
	Iteration 33Q: 3 clusters Score -1.63588e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110765 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -16359532.000000 Penalty: 5901.544922
	Iteration 34Q: 3 clusters Score -1.635953e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112273 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -16360086.000000 Penalty: 5901.544922
	Iteration 35Q: 3 clusters Score -1.636009e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113705 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -16360583.000000 Penalty: 5901.544922
	Iteration 36Q: 3 clusters Score -1.636058e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115015 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -16361106.000000 Penalty: 5901.544922
	Iteration 37Q: 3 clusters Score -1.636111e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116274 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -16361480.000000 Penalty: 5901.544922
	Iteration 38Q: 3 clusters Score -1.636148e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117413 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -16361763.000000 Penalty: 5901.544922
	Iteration 39Q: 3 clusters Score -1.636176e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118443 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -16362034.000000 Penalty: 5901.544922
	Iteration 40F: 3 clusters Score -1.636203e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119391 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -16362239.000000 Penalty: 5901.544922
	Iteration 41Q: 3 clusters Score -1.636224e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120256 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -16362438.000000 Penalty: 5901.544922
	Iteration 42Q: 3 clusters Score -1.636244e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121057 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -16362676.000000 Penalty: 5901.544922
	Iteration 43Q: 3 clusters Score -1.636268e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121830 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -16362768.000000 Penalty: 5901.544922
	Iteration 44Q: 3 clusters Score -1.636277e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122551 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -16362867.000000 Penalty: 5901.544922
	Iteration 45Q: 3 clusters Score -1.636287e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123243 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -16362995.000000 Penalty: 5901.544922
	Iteration 46Q: 3 clusters Score -1.6363e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123885 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -16363074.000000 Penalty: 5901.544922
	Iteration 47Q: 3 clusters Score -1.636307e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124472 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -16363154.000000 Penalty: 5901.544922
	Iteration 48Q: 3 clusters Score -1.636315e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124998 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -16363213.000000 Penalty: 5901.544922
	Iteration 49Q: 3 clusters Score -1.636321e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125488 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -16363324.000000 Penalty: 5901.544922
	Iteration 50Q: 3 clusters Score -1.636332e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125973 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -16363470.000000 Penalty: 5901.544922
	Iteration 51Q: 3 clusters Score -1.636347e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126464 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -16363496.000000 Penalty: 5901.544922
	Iteration 52Q: 3 clusters Score -1.63635e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126918 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -16363543.000000 Penalty: 5901.544922
	Iteration 53Q: 3 clusters Score -1.636354e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127345 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -16363671.000000 Penalty: 5901.544922
	Iteration 54Q: 3 clusters Score -1.636367e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127776 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -16363741.000000 Penalty: 5901.544922
	Iteration 55Q: 3 clusters Score -1.636374e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128172 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -16363814.000000 Penalty: 5901.544922
	Iteration 56Q: 3 clusters Score -1.636381e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128583 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -16363863.000000 Penalty: 5901.544922
	Iteration 57Q: 3 clusters Score -1.636386e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128976 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -16363945.000000 Penalty: 5901.544922
	Iteration 58Q: 3 clusters Score -1.636394e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129338 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -16363988.000000 Penalty: 5901.544922
	Iteration 59Q: 3 clusters Score -1.636399e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129710 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -16364030.000000 Penalty: 5901.544922
	Iteration 60F: 3 clusters Score -1.636403e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130023 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -16364078.000000 Penalty: 5901.544922
	Iteration 61Q: 3 clusters Score -1.636408e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130336 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -16364109.000000 Penalty: 5901.544922
	Iteration 62Q: 3 clusters Score -1.636411e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130649 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -16364138.000000 Penalty: 5901.544922
	Iteration 63Q: 3 clusters Score -1.636414e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130926 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -16364190.000000 Penalty: 5901.544922
	Iteration 64Q: 3 clusters Score -1.636419e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131176 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -16364196.000000 Penalty: 5901.544922
	Iteration 65Q: 3 clusters Score -1.63642e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131404 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -16364212.000000 Penalty: 5901.544922
	Iteration 66Q: 3 clusters Score -1.636421e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131627 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -16364232.000000 Penalty: 5901.544922
	Iteration 67Q: 3 clusters Score -1.636423e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131846 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -16364257.000000 Penalty: 5901.544922
	Iteration 68Q: 3 clusters Score -1.636426e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132073 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -16364275.000000 Penalty: 5901.544922
	Iteration 69Q: 3 clusters Score -1.636428e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132299 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -16364262.000000 Penalty: 5901.544922
	Iteration 70Q: 3 clusters Score -1.636426e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132526 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -16364326.000000 Penalty: 5901.544922
	Iteration 71Q: 3 clusters Score -1.636433e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132718 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -16364306.000000 Penalty: 5901.544922
	Iteration 72Q: 3 clusters Score -1.636431e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132896 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -16364300.000000 Penalty: 5901.544922
	Iteration 73Q: 3 clusters Score -1.63643e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133092 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -16364321.000000 Penalty: 5901.544922
	Iteration 74Q: 3 clusters Score -1.636432e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133280 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -16364311.000000 Penalty: 5901.544922
	Iteration 75Q: 3 clusters Score -1.636431e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133467 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -16364336.000000 Penalty: 5901.544922
	Iteration 76Q: 3 clusters Score -1.636434e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133657 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -16364382.000000 Penalty: 5901.544922
	Iteration 77Q: 3 clusters Score -1.636438e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133847 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -16364392.000000 Penalty: 5901.544922
	Iteration 78Q: 3 clusters Score -1.636439e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134035 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -16364398.000000 Penalty: 5901.544922
	Iteration 79Q: 3 clusters Score -1.63644e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134222 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -16364412.000000 Penalty: 5901.544922
	Iteration 80F: 3 clusters Score -1.636441e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134402 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -16364467.000000 Penalty: 5901.544922
	Iteration 81Q: 3 clusters Score -1.636447e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134591 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -16364490.000000 Penalty: 5901.544922
	Iteration 82Q: 3 clusters Score -1.636449e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134804 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -16364529.000000 Penalty: 5901.544922
	Iteration 83Q: 3 clusters Score -1.636453e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135021 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -16364573.000000 Penalty: 5901.544922
	Iteration 84Q: 3 clusters Score -1.636457e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135251 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -16364599.000000 Penalty: 5901.544922
	Iteration 85Q: 3 clusters Score -1.63646e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135461 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -16364597.000000 Penalty: 5901.544922
	Iteration 86Q: 3 clusters Score -1.63646e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135664 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -16364611.000000 Penalty: 5901.544922
	Iteration 87Q: 3 clusters Score -1.636461e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135879 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -16364624.000000 Penalty: 5901.544922
	Iteration 88Q: 3 clusters Score -1.636462e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136065 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -16364644.000000 Penalty: 5901.544922
	Iteration 89Q: 3 clusters Score -1.636464e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136247 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -16364672.000000 Penalty: 5901.544922
	Iteration 90Q: 3 clusters Score -1.636467e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136417 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -16364713.000000 Penalty: 5901.544922
	Iteration 91Q: 3 clusters Score -1.636471e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136606 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -16364733.000000 Penalty: 5901.544922
	Iteration 92Q: 3 clusters Score -1.636473e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136772 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -16364718.000000 Penalty: 5901.544922
	Iteration 93Q: 3 clusters Score -1.636472e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136960 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -16364747.000000 Penalty: 5901.544922
	Iteration 94Q: 3 clusters Score -1.636475e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137144 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -16364785.000000 Penalty: 5901.544922
	Iteration 95Q: 3 clusters Score -1.636478e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137321 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -16364804.000000 Penalty: 5901.544922
	Iteration 96Q: 3 clusters Score -1.63648e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137508 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -16364828.000000 Penalty: 5901.544922
	Iteration 97Q: 3 clusters Score -1.636483e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137688 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -16364837.000000 Penalty: 5901.544922
	Iteration 98Q: 3 clusters Score -1.636484e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137866 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -16364857.000000 Penalty: 5901.544922
	Iteration 99Q: 3 clusters Score -1.636486e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138029 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -16364917.000000 Penalty: 5901.544922
	Iteration 100F: 3 clusters Score -1.636492e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138192 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -16364924.000000 Penalty: 5901.544922
	Iteration 101Q: 3 clusters Score -1.636492e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138362 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -16364939.000000 Penalty: 5901.544922
	Iteration 102Q: 3 clusters Score -1.636494e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138535 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -16364932.000000 Penalty: 5901.544922
	Iteration 103Q: 3 clusters Score -1.636493e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138708 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -16364955.000000 Penalty: 5901.544922
	Iteration 104Q: 3 clusters Score -1.636496e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138875 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -16364987.000000 Penalty: 5901.544922
	Iteration 105Q: 3 clusters Score -1.636499e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139029 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -16365017.000000 Penalty: 5901.544922
	Iteration 106Q: 3 clusters Score -1.636502e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139199 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -16364990.000000 Penalty: 5901.544922
	Iteration 107Q: 3 clusters Score -1.636499e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139355 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -16365031.000000 Penalty: 5901.544922
	Iteration 108Q: 3 clusters Score -1.636503e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139513 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -16365071.000000 Penalty: 5901.544922
	Iteration 109Q: 3 clusters Score -1.636507e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139660 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -16365081.000000 Penalty: 5901.544922
	Iteration 110Q: 3 clusters Score -1.636508e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139791 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -16365136.000000 Penalty: 5901.544922
	Iteration 111Q: 3 clusters Score -1.636514e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139906 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -16365144.000000 Penalty: 5901.544922
	Iteration 112Q: 3 clusters Score -1.636514e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140027 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -16365178.000000 Penalty: 5901.544922
	Iteration 113Q: 3 clusters Score -1.636518e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140138 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -16365195.000000 Penalty: 5901.544922
	Iteration 114Q: 3 clusters Score -1.63652e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140245 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -16365203.000000 Penalty: 5901.544922
	Iteration 115Q: 3 clusters Score -1.63652e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140355 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -16365229.000000 Penalty: 5901.544922
	Iteration 116Q: 3 clusters Score -1.636523e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140447 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -16365229.000000 Penalty: 5901.544922
	Iteration 117Q: 3 clusters Score -1.636523e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140559 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -16365209.000000 Penalty: 5901.544922
	Iteration 118Q: 3 clusters Score -1.636521e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140671 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -16365234.000000 Penalty: 5901.544922
	Iteration 119Q: 3 clusters Score -1.636523e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140787 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -16365246.000000 Penalty: 5901.544922
	Iteration 120F: 3 clusters Score -1.636525e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140911 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -16365282.000000 Penalty: 5901.544922
	Iteration 121Q: 3 clusters Score -1.636528e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141042 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -16365324.000000 Penalty: 5901.544922
	Iteration 122Q: 3 clusters Score -1.636532e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141161 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -16365321.000000 Penalty: 5901.544922
	Iteration 123Q: 3 clusters Score -1.636532e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141291 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -16365353.000000 Penalty: 5901.544922
	Iteration 124Q: 3 clusters Score -1.636535e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141423 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -16365361.000000 Penalty: 5901.544922
	Iteration 125Q: 3 clusters Score -1.636536e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141557 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -16365374.000000 Penalty: 5901.544922
	Iteration 126Q: 3 clusters Score -1.636537e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141673 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -16365401.000000 Penalty: 5901.544922
	Iteration 127Q: 3 clusters Score -1.63654e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141790 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -16365425.000000 Penalty: 5901.544922
	Iteration 128Q: 3 clusters Score -1.636542e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141915 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -16365472.000000 Penalty: 5901.544922
	Iteration 129Q: 3 clusters Score -1.636547e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142031 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -16365543.000000 Penalty: 5901.544922
	Iteration 130Q: 3 clusters Score -1.636554e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142143 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -16365546.000000 Penalty: 5901.544922
	Iteration 131Q: 3 clusters Score -1.636555e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142252 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -16365550.000000 Penalty: 5901.544922
	Iteration 132Q: 3 clusters Score -1.636555e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142342 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -16365533.000000 Penalty: 5901.544922
	Iteration 133Q: 3 clusters Score -1.636553e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142423 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -16365524.000000 Penalty: 5901.544922
	Iteration 134Q: 3 clusters Score -1.636552e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142511 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -16365552.000000 Penalty: 5901.544922
	Iteration 135Q: 3 clusters Score -1.636555e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142593 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -16365584.000000 Penalty: 5901.544922
	Iteration 136Q: 3 clusters Score -1.636558e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142672 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -16365583.000000 Penalty: 5901.544922
	Iteration 137Q: 3 clusters Score -1.636558e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142741 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -16365569.000000 Penalty: 5901.544922
	Iteration 138Q: 3 clusters Score -1.636557e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142823 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -16365603.000000 Penalty: 5901.544922
	Iteration 139Q: 3 clusters Score -1.63656e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142898 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -16365582.000000 Penalty: 5901.544922
	Iteration 140F: 3 clusters Score -1.636558e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142957 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -16365632.000000 Penalty: 5901.544922
	Iteration 141Q: 3 clusters Score -1.636563e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143010 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -16365612.000000 Penalty: 5901.544922
	Iteration 142Q: 3 clusters Score -1.636561e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143068 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -16365625.000000 Penalty: 5901.544922
	Iteration 143Q: 3 clusters Score -1.636562e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143121 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -16365615.000000 Penalty: 5901.544922
	Iteration 144Q: 3 clusters Score -1.636562e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143161 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -16365610.000000 Penalty: 5901.544922
	Iteration 145Q: 3 clusters Score -1.636561e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143193 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -16365600.000000 Penalty: 5901.544922
	Iteration 146Q: 3 clusters Score -1.63656e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143229 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -16365577.000000 Penalty: 5901.544922
	Iteration 147Q: 3 clusters Score -1.636558e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143266 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -16365585.000000 Penalty: 5901.544922
	Iteration 148Q: 3 clusters Score -1.636558e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143307 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -16365600.000000 Penalty: 5901.544922
	Iteration 149Q: 3 clusters Score -1.63656e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143348 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -16365610.000000 Penalty: 5901.544922
	Iteration 150Q: 3 clusters Score -1.636561e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143395 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -16365625.000000 Penalty: 5901.544922
	Iteration 151Q: 3 clusters Score -1.636562e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143439 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -16365642.000000 Penalty: 5901.544922
	Iteration 152Q: 3 clusters Score -1.636564e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143479 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -16365643.000000 Penalty: 5901.544922
	Iteration 153Q: 3 clusters Score -1.636564e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143513 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -16365641.000000 Penalty: 5901.544922
	Iteration 154Q: 3 clusters Score -1.636564e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143543 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -16365668.000000 Penalty: 5901.544922
	Iteration 155Q: 3 clusters Score -1.636567e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143572 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -16365674.000000 Penalty: 5901.544922
	Iteration 156Q: 3 clusters Score -1.636567e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143602 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -16365685.000000 Penalty: 5901.544922
	Iteration 157Q: 3 clusters Score -1.636568e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143637 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -16365692.000000 Penalty: 5901.544922
	Iteration 158Q: 3 clusters Score -1.636569e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143671 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -16365697.000000 Penalty: 5901.544922
	Iteration 159Q: 3 clusters Score -1.63657e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143701 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -16365683.000000 Penalty: 5901.544922
	Iteration 160F: 3 clusters Score -1.636568e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143732 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -16365683.000000 Penalty: 5901.544922
	Iteration 161Q: 3 clusters Score -1.636568e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143755 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -16365687.000000 Penalty: 5901.544922
	Iteration 162Q: 3 clusters Score -1.636569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143779 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -16365678.000000 Penalty: 5901.544922
	Iteration 163Q: 3 clusters Score -1.636568e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143802 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -16365694.000000 Penalty: 5901.544922
	Iteration 164Q: 3 clusters Score -1.636569e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143823 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -16365693.000000 Penalty: 5901.544922
	Iteration 165Q: 3 clusters Score -1.636569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143839 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -16365704.000000 Penalty: 5901.544922
	Iteration 166Q: 3 clusters Score -1.63657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143852 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -16365706.000000 Penalty: 5901.544922
	Iteration 167Q: 3 clusters Score -1.636571e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143863 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -16365709.000000 Penalty: 5901.544922
	Iteration 168Q: 3 clusters Score -1.636571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143876 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -16365690.000000 Penalty: 5901.544922
	Iteration 169Q: 3 clusters Score -1.636569e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143887 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -16365696.000000 Penalty: 5901.544922
	Iteration 170Q: 3 clusters Score -1.63657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143900 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -16365703.000000 Penalty: 5901.544922
	Iteration 171Q: 3 clusters Score -1.63657e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143913 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -16365707.000000 Penalty: 5901.544922
	Iteration 172Q: 3 clusters Score -1.636571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143932 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -16365712.000000 Penalty: 5901.544922
	Iteration 173Q: 3 clusters Score -1.636571e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143945 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -16365722.000000 Penalty: 5901.544922
	Iteration 174Q: 3 clusters Score -1.636572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143959 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -16365725.000000 Penalty: 5901.544922
	Iteration 175Q: 3 clusters Score -1.636572e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143974 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -16365725.000000 Penalty: 5901.544922
	Iteration 176Q: 3 clusters Score -1.636572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143989 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -16365716.000000 Penalty: 5901.544922
	Iteration 177Q: 3 clusters Score -1.636572e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144003 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -16365724.000000 Penalty: 5901.544922
	Iteration 178Q: 3 clusters Score -1.636572e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144021 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -16365712.000000 Penalty: 5901.544922
	Iteration 179Q: 3 clusters Score -1.636571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144039 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -16365732.000000 Penalty: 5901.544922
	Iteration 180F: 3 clusters Score -1.636573e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144059 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -16365732.000000 Penalty: 5901.544922
	Iteration 181Q: 3 clusters Score -1.636573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144076 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -16365737.000000 Penalty: 5901.544922
	Iteration 182Q: 3 clusters Score -1.636574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144087 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -16365747.000000 Penalty: 5901.544922
	Iteration 183Q: 3 clusters Score -1.636575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144096 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -16365751.000000 Penalty: 5901.544922
	Iteration 184Q: 3 clusters Score -1.636575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144105 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -16365766.000000 Penalty: 5901.544922
	Iteration 185Q: 3 clusters Score -1.636577e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144111 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -16365763.000000 Penalty: 5901.544922
	Iteration 186Q: 3 clusters Score -1.636576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144119 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -16365759.000000 Penalty: 5901.544922
	Iteration 187Q: 3 clusters Score -1.636576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144126 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -16365761.000000 Penalty: 5901.544922
	Iteration 188Q: 3 clusters Score -1.636576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144133 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -16365760.000000 Penalty: 5901.544922
	Iteration 189Q: 3 clusters Score -1.636576e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144144 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -16365758.000000 Penalty: 5901.544922
	Iteration 190Q: 3 clusters Score -1.636576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144152 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -16365759.000000 Penalty: 5901.544922
	Iteration 191Q: 3 clusters Score -1.636576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144156 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -16365757.000000 Penalty: 5901.544922
	Iteration 192Q: 3 clusters Score -1.636576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144165 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -16365745.000000 Penalty: 5901.544922
	Iteration 193Q: 3 clusters Score -1.636574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144173 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -16365743.000000 Penalty: 5901.544922
	Iteration 194Q: 3 clusters Score -1.636574e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144179 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -16365747.000000 Penalty: 5901.544922
	Iteration 195Q: 3 clusters Score -1.636575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144184 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -16365742.000000 Penalty: 5901.544922
	Iteration 196Q: 3 clusters Score -1.636574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144186 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -16365749.000000 Penalty: 5901.544922
	Iteration 197Q: 3 clusters Score -1.636575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144188 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -16365743.000000 Penalty: 5901.544922
	Iteration 198Q: 3 clusters Score -1.636574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144194 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -16365744.000000 Penalty: 5901.544922
	Iteration 199Q: 3 clusters Score -1.636574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144197 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -16365740.000000 Penalty: 5901.544922
	Iteration 200F: 3 clusters Score -1.636574e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144208 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -16365753.000000 Penalty: 5901.544922
	Iteration 201Q: 3 clusters Score -1.636575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144221 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -16365747.000000 Penalty: 5901.544922
	Iteration 202Q: 3 clusters Score -1.636575e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144233 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -16365735.000000 Penalty: 5901.544922
	Iteration 203Q: 3 clusters Score -1.636574e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144239 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -16365739.000000 Penalty: 5901.544922
	Iteration 204Q: 3 clusters Score -1.636574e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144247 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -16365747.000000 Penalty: 5901.544922
	Iteration 205Q: 3 clusters Score -1.636575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144255 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -16365747.000000 Penalty: 5901.544922
	Iteration 206Q: 3 clusters Score -1.636575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144266 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -16365755.000000 Penalty: 5901.544922
	Iteration 207Q: 3 clusters Score -1.636576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144277 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -16365770.000000 Penalty: 5901.544922
	Iteration 208Q: 3 clusters Score -1.636577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144285 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -16365802.000000 Penalty: 5901.544922
	Iteration 209Q: 3 clusters Score -1.63658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144290 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -16365793.000000 Penalty: 5901.544922
	Iteration 210Q: 3 clusters Score -1.636579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144292 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -16365796.000000 Penalty: 5901.544922
	Iteration 211Q: 3 clusters Score -1.63658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144292 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -16365796.000000 Penalty: 5901.544922
	Iteration 212F: 3 clusters Score -1.63658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Entering Unmasked Estep 
Score: -1040631.375000 Penalty: 2265.124512
	Iteration 0F: 2 clusters Score -1040631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1033428.625000 Penalty: 4530.249023
	Iteration 0F: 3 clusters Score -1033429 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1035479.125000 Penalty: 4530.249023
	Iteration 1F: 3 clusters Score -1035479 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1035818.125000 Penalty: 4530.249023
	Iteration 2F: 3 clusters Score -1035818 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1036048.312500 Penalty: 4530.249023
	Iteration 3F: 3 clusters Score -1036048 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1036227.125000 Penalty: 4530.249023
	Iteration 4Q: 3 clusters Score -1036227 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1036380.875000 Penalty: 4530.249023
	Iteration 5Q: 3 clusters Score -1036381 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1036506.062500 Penalty: 4530.249023
	Iteration 6Q: 3 clusters Score -1036506 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1036625.062500 Penalty: 4530.249023
	Iteration 7Q: 3 clusters Score -1036625 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1036733.812500 Penalty: 4530.249023
	Iteration 8Q: 3 clusters Score -1036734 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1036821.687500 Penalty: 4530.249023
	Iteration 9Q: 3 clusters Score -1036822 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1036897.437500 Penalty: 4530.249023
	Iteration 10Q: 3 clusters Score -1036897 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1036963.500000 Penalty: 4530.249023
	Iteration 11Q: 3 clusters Score -1036964 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1037020.062500 Penalty: 4530.249023
	Iteration 12Q: 3 clusters Score -1037020 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1037062.312500 Penalty: 4530.249023
	Iteration 13Q: 3 clusters Score -1037062 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1037102.625000 Penalty: 4530.249023
	Iteration 14Q: 3 clusters Score -1037103 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1037140.687500 Penalty: 4530.249023
	Iteration 15Q: 3 clusters Score -1037141 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1037175.375000 Penalty: 4530.249023
	Iteration 16Q: 3 clusters Score -1037175 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1037213.562500 Penalty: 4530.249023
	Iteration 17Q: 3 clusters Score -1037214 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1037242.687500 Penalty: 4530.249023
	Iteration 18Q: 3 clusters Score -1037243 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1037266.312500 Penalty: 4530.249023
	Iteration 19Q: 3 clusters Score -1037266 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1037285.187500 Penalty: 4530.249023
	Iteration 20F: 3 clusters Score -1037285 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1037304.937500 Penalty: 4530.249023
	Iteration 21Q: 3 clusters Score -1037305 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1037319.562500 Penalty: 4530.249023
	Iteration 22Q: 3 clusters Score -1037320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1037327.937500 Penalty: 4530.249023
	Iteration 23Q: 3 clusters Score -1037328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1037342.937500 Penalty: 4530.249023
	Iteration 24Q: 3 clusters Score -1037343 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1037352.312500 Penalty: 4530.249023
	Iteration 25Q: 3 clusters Score -1037352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1037361.312500 Penalty: 4530.249023
	Iteration 26Q: 3 clusters Score -1037361 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1037368.687500 Penalty: 4530.249023
	Iteration 27Q: 3 clusters Score -1037369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1037378.875000 Penalty: 4530.249023
	Iteration 28Q: 3 clusters Score -1037379 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1037385.437500 Penalty: 4530.249023
	Iteration 29Q: 3 clusters Score -1037385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1037391.062500 Penalty: 4530.249023
	Iteration 30Q: 3 clusters Score -1037391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1037400.375000 Penalty: 4530.249023
	Iteration 31Q: 3 clusters Score -1037400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1037407.562500 Penalty: 4530.249023
	Iteration 32Q: 3 clusters Score -1037408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1037420.250000 Penalty: 4530.249023
	Iteration 33Q: 3 clusters Score -1037420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1037428.437500 Penalty: 4530.249023
	Iteration 34Q: 3 clusters Score -1037428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1037438.375000 Penalty: 4530.249023
	Iteration 35Q: 3 clusters Score -1037438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1037445.875000 Penalty: 4530.249023
	Iteration 36Q: 3 clusters Score -1037446 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1037452.875000 Penalty: 4530.249023
	Iteration 37Q: 3 clusters Score -1037453 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1037461.375000 Penalty: 4530.249023
	Iteration 38Q: 3 clusters Score -1037461 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1037470.750000 Penalty: 4530.249023
	Iteration 39Q: 3 clusters Score -1037471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1037481.375000 Penalty: 4530.249023
	Iteration 40F: 3 clusters Score -1037481 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1037494.125000 Penalty: 4530.249023
	Iteration 41Q: 3 clusters Score -1037494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1037501.000000 Penalty: 4530.249023
	Iteration 42Q: 3 clusters Score -1037501 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1037512.125000 Penalty: 4530.249023
	Iteration 43Q: 3 clusters Score -1037512 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1037524.875000 Penalty: 4530.249023
	Iteration 44Q: 3 clusters Score -1037525 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1037533.250000 Penalty: 4530.249023
	Iteration 45Q: 3 clusters Score -1037533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1037542.375000 Penalty: 4530.249023
	Iteration 46Q: 3 clusters Score -1037542 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1037554.875000 Penalty: 4530.249023
	Iteration 47Q: 3 clusters Score -1037555 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1037563.562500 Penalty: 4530.249023
	Iteration 48Q: 3 clusters Score -1037564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1037574.187500 Penalty: 4530.249023
	Iteration 49Q: 3 clusters Score -1037574 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1037581.687500 Penalty: 4530.249023
	Iteration 50Q: 3 clusters Score -1037582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1037591.812500 Penalty: 4530.249023
	Iteration 51Q: 3 clusters Score -1037592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1037594.875000 Penalty: 4530.249023
	Iteration 52Q: 3 clusters Score -1037595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1037598.500000 Penalty: 4530.249023
	Iteration 53Q: 3 clusters Score -1037598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1037604.187500 Penalty: 4530.249023
	Iteration 54Q: 3 clusters Score -1037604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1037610.625000 Penalty: 4530.249023
	Iteration 55Q: 3 clusters Score -1037611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1037614.750000 Penalty: 4530.249023
	Iteration 56Q: 3 clusters Score -1037615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1037617.625000 Penalty: 4530.249023
	Iteration 57Q: 3 clusters Score -1037618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1037624.937500 Penalty: 4530.249023
	Iteration 58Q: 3 clusters Score -1037625 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1037632.937500 Penalty: 4530.249023
	Iteration 59Q: 3 clusters Score -1037633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1037638.625000 Penalty: 4530.249023
	Iteration 60F: 3 clusters Score -1037639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1037647.562500 Penalty: 4530.249023
	Iteration 61Q: 3 clusters Score -1037648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1037657.750000 Penalty: 4530.249023
	Iteration 62Q: 3 clusters Score -1037658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1037671.250000 Penalty: 4530.249023
	Iteration 63Q: 3 clusters Score -1037671 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1037679.812500 Penalty: 4530.249023
	Iteration 64Q: 3 clusters Score -1037680 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1037695.937500 Penalty: 4530.249023
	Iteration 65Q: 3 clusters Score -1037696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1037703.812500 Penalty: 4530.249023
	Iteration 66Q: 3 clusters Score -1037704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1037715.312500 Penalty: 4530.249023
	Iteration 67Q: 3 clusters Score -1037715 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1037729.187500 Penalty: 4530.249023
	Iteration 68Q: 3 clusters Score -1037729 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1037744.500000 Penalty: 4530.249023
	Iteration 69Q: 3 clusters Score -1037744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1037762.250000 Penalty: 4530.249023
	Iteration 70Q: 3 clusters Score -1037762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1037777.562500 Penalty: 4530.249023
	Iteration 71Q: 3 clusters Score -1037778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1037789.937500 Penalty: 4530.249023
	Iteration 72Q: 3 clusters Score -1037790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1037804.687500 Penalty: 4530.249023
	Iteration 73Q: 3 clusters Score -1037805 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1037819.000000 Penalty: 4530.249023
	Iteration 74Q: 3 clusters Score -1037819 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1037835.625000 Penalty: 4530.249023
	Iteration 75Q: 3 clusters Score -1037836 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1037847.187500 Penalty: 4530.249023
	Iteration 76Q: 3 clusters Score -1037847 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1037863.875000 Penalty: 4530.249023
	Iteration 77Q: 3 clusters Score -1037864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1037878.937500 Penalty: 4530.249023
	Iteration 78Q: 3 clusters Score -1037879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1037899.687500 Penalty: 4530.249023
	Iteration 79Q: 3 clusters Score -1037900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1037924.000000 Penalty: 4530.249023
	Iteration 80F: 3 clusters Score -1037924 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1037953.187500 Penalty: 4530.249023
	Iteration 81Q: 3 clusters Score -1037953 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1037978.250000 Penalty: 4530.249023
	Iteration 82Q: 3 clusters Score -1037978 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1038012.187500 Penalty: 4530.249023
	Iteration 83Q: 3 clusters Score -1038012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1038051.062500 Penalty: 4530.249023
	Iteration 84Q: 3 clusters Score -1038051 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1038103.750000 Penalty: 4530.249023
	Iteration 85Q: 3 clusters Score -1038104 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1038165.562500 Penalty: 4530.249023
	Iteration 86Q: 3 clusters Score -1038166 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1038236.562500 Penalty: 4530.249023
	Iteration 87Q: 3 clusters Score -1038237 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1038302.875000 Penalty: 4530.249023
	Iteration 88Q: 3 clusters Score -1038303 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1038373.000000 Penalty: 4530.249023
	Iteration 89Q: 3 clusters Score -1038373 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1038456.000000 Penalty: 4530.249023
	Iteration 90Q: 3 clusters Score -1038456 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1038554.062500 Penalty: 4530.249023
	Iteration 91Q: 3 clusters Score -1038554 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1038634.687500 Penalty: 4530.249023
	Iteration 92Q: 3 clusters Score -1038635 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1038715.562500 Penalty: 4530.249023
	Iteration 93Q: 3 clusters Score -1038716 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1038787.375000 Penalty: 4530.249023
	Iteration 94Q: 3 clusters Score -1038787 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1038880.500000 Penalty: 4530.249023
	Iteration 95Q: 3 clusters Score -1038880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1038949.250000 Penalty: 4530.249023
	Iteration 96Q: 3 clusters Score -1038949 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1038984.562500 Penalty: 4530.249023
	Iteration 97Q: 3 clusters Score -1038985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1039010.000000 Penalty: 4530.249023
	Iteration 98Q: 3 clusters Score -1039010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1039031.875000 Penalty: 4530.249023
	Iteration 99Q: 3 clusters Score -1039032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1039064.062500 Penalty: 4530.249023
	Iteration 100F: 3 clusters Score -1039064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1039092.687500 Penalty: 4530.249023
	Iteration 101Q: 3 clusters Score -1039093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1039118.125000 Penalty: 4530.249023
	Iteration 102Q: 3 clusters Score -1039118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1039140.062500 Penalty: 4530.249023
	Iteration 103Q: 3 clusters Score -1039140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1039161.562500 Penalty: 4530.249023
	Iteration 104Q: 3 clusters Score -1039162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1039178.812500 Penalty: 4530.249023
	Iteration 105Q: 3 clusters Score -1039179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1039184.375000 Penalty: 4530.249023
	Iteration 106Q: 3 clusters Score -1039184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1039188.437500 Penalty: 4530.249023
	Iteration 107Q: 3 clusters Score -1039188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1039192.937500 Penalty: 4530.249023
	Iteration 108Q: 3 clusters Score -1039193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1039197.750000 Penalty: 4530.249023
	Iteration 109Q: 3 clusters Score -1039198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1039201.437500 Penalty: 4530.249023
	Iteration 110Q: 3 clusters Score -1039201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1039206.812500 Penalty: 4530.249023
	Iteration 111Q: 3 clusters Score -1039207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1039210.437500 Penalty: 4530.249023
	Iteration 112Q: 3 clusters Score -1039210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1039212.500000 Penalty: 4530.249023
	Iteration 113Q: 3 clusters Score -1039212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1039211.750000 Penalty: 4530.249023
	Iteration 114Q: 3 clusters Score -1039212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1039212.937500 Penalty: 4530.249023
	Iteration 115Q: 3 clusters Score -1039213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1039211.875000 Penalty: 4530.249023
	Iteration 116Q: 3 clusters Score -1039212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1039212.750000 Penalty: 4530.249023
	Iteration 117Q: 3 clusters Score -1039213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1039213.125000 Penalty: 4530.249023
	Iteration 118Q: 3 clusters Score -1039213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1039214.875000 Penalty: 4530.249023
	Iteration 119F: 3 clusters Score -1039215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1039216.562500 Penalty: 4530.249023
	Iteration 120F: 3 clusters Score -1039217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1039219.750000 Penalty: 4530.249023
	Iteration 121Q: 3 clusters Score -1039220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1039221.250000 Penalty: 4530.249023
	Iteration 122Q: 3 clusters Score -1039221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1039221.125000 Penalty: 4530.249023
	Iteration 123Q: 3 clusters Score -1039221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1039221.625000 Penalty: 4530.249023
	Iteration 124Q: 3 clusters Score -1039222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1039221.625000 Penalty: 4530.249023
	Iteration 125F: 3 clusters Score -1039222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -303307.687500 Penalty: 1964.540771
	Iteration 0F: 2 clusters Score -303307.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -300170.625000 Penalty: 3929.081543
	Iteration 0F: 3 clusters Score -300170.6 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -300748.937500 Penalty: 3929.081543
	Iteration 1F: 3 clusters Score -300748.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -300871.375000 Penalty: 3929.081543
	Iteration 2F: 3 clusters Score -300871.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -300949.500000 Penalty: 3929.081543
	Iteration 3Q: 3 clusters Score -300949.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -301001.281250 Penalty: 3929.081543
	Iteration 4Q: 3 clusters Score -301001.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -301039.812500 Penalty: 3929.081543
	Iteration 5Q: 3 clusters Score -301039.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -301063.312500 Penalty: 3929.081543
	Iteration 6Q: 3 clusters Score -301063.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -301075.687500 Penalty: 3929.081543
	Iteration 7Q: 3 clusters Score -301075.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -301085.750000 Penalty: 3929.081543
	Iteration 8Q: 3 clusters Score -301085.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -301091.218750 Penalty: 3929.081543
	Iteration 9Q: 3 clusters Score -301091.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -301097.093750 Penalty: 3929.081543
	Iteration 10Q: 3 clusters Score -301097.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -301101.812500 Penalty: 3929.081543
	Iteration 11Q: 3 clusters Score -301101.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -301107.937500 Penalty: 3929.081543
	Iteration 12Q: 3 clusters Score -301107.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -301114.406250 Penalty: 3929.081543
	Iteration 13Q: 3 clusters Score -301114.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -301122.468750 Penalty: 3929.081543
	Iteration 14Q: 3 clusters Score -301122.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -301128.906250 Penalty: 3929.081543
	Iteration 15Q: 3 clusters Score -301128.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -301134.281250 Penalty: 3929.081543
	Iteration 16Q: 3 clusters Score -301134.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -301138.906250 Penalty: 3929.081543
	Iteration 17Q: 3 clusters Score -301138.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -301142.343750 Penalty: 3929.081543
	Iteration 18Q: 3 clusters Score -301142.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -301143.000000 Penalty: 3929.081543
	Iteration 19Q: 3 clusters Score -301143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -301144.875000 Penalty: 3929.081543
	Iteration 20F: 3 clusters Score -301144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -301146.750000 Penalty: 3929.081543
	Iteration 21Q: 3 clusters Score -301146.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -301151.812500 Penalty: 3929.081543
	Iteration 22Q: 3 clusters Score -301151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -301156.187500 Penalty: 3929.081543
	Iteration 23Q: 3 clusters Score -301156.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -301160.875000 Penalty: 3929.081543
	Iteration 24Q: 3 clusters Score -301160.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -301164.968750 Penalty: 3929.081543
	Iteration 25Q: 3 clusters Score -301165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -301169.468750 Penalty: 3929.081543
	Iteration 26Q: 3 clusters Score -301169.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -301174.500000 Penalty: 3929.081543
	Iteration 27Q: 3 clusters Score -301174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -301176.093750 Penalty: 3929.081543
	Iteration 28Q: 3 clusters Score -301176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -301178.593750 Penalty: 3929.081543
	Iteration 29Q: 3 clusters Score -301178.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -301180.625000 Penalty: 3929.081543
	Iteration 30Q: 3 clusters Score -301180.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -301181.906250 Penalty: 3929.081543
	Iteration 31Q: 3 clusters Score -301181.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -301183.531250 Penalty: 3929.081543
	Iteration 32Q: 3 clusters Score -301183.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -301185.156250 Penalty: 3929.081543
	Iteration 33Q: 3 clusters Score -301185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -301185.750000 Penalty: 3929.081543
	Iteration 34Q: 3 clusters Score -301185.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -301187.500000 Penalty: 3929.081543
	Iteration 35Q: 3 clusters Score -301187.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -301189.750000 Penalty: 3929.081543
	Iteration 36Q: 3 clusters Score -301189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -301189.750000 Penalty: 3929.081543
	Iteration 37Q: 3 clusters Score -301189.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -301189.750000 Penalty: 3929.081543
	Iteration 38F: 3 clusters Score -301189.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Entering Unmasked Estep 
Score: -3471890.000000 Penalty: 2561.895752
	Iteration 0F: 2 clusters Score -3471890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3450860.250000 Penalty: 5123.791504
	Iteration 0F: 3 clusters Score -3450860 nChanged 13733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3458305.750000 Penalty: 5123.791504
	Iteration 1F: 3 clusters Score -3458306 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3458716.250000 Penalty: 5123.791504
	Iteration 2Q: 3 clusters Score -3458716 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -3459098.250000 Penalty: 5123.791504
	Iteration 3Q: 3 clusters Score -3459098 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -3459503.250000 Penalty: 5123.791504
	Iteration 4Q: 3 clusters Score -3459503 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -3460061.250000 Penalty: 5123.791504
	Iteration 5Q: 3 clusters Score -3460061 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3460830.250000 Penalty: 5123.791504
	Iteration 6Q: 3 clusters Score -3460830 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3462018.500000 Penalty: 5123.791504
	Iteration 7F: 3 clusters Score -3462018 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -3463597.750000 Penalty: 5123.791504
	Iteration 8F: 3 clusters Score -3463598 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3465505.000000 Penalty: 5123.791504
	Iteration 9F: 3 clusters Score -3465505 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -3467245.250000 Penalty: 5123.791504
	Iteration 10F: 3 clusters Score -3467245 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -3468318.750000 Penalty: 5123.791504
	Iteration 11Q: 3 clusters Score -3468319 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3468930.250000 Penalty: 5123.791504
	Iteration 12Q: 3 clusters Score -3468930 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3469244.250000 Penalty: 5123.791504
	Iteration 13Q: 3 clusters Score -3469244 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3469397.750000 Penalty: 5123.791504
	Iteration 14Q: 3 clusters Score -3469398 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -3469484.000000 Penalty: 5123.791504
	Iteration 15Q: 3 clusters Score -3469484 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3469548.750000 Penalty: 5123.791504
	Iteration 16Q: 3 clusters Score -3469549 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3469589.750000 Penalty: 5123.791504
	Iteration 17Q: 3 clusters Score -3469590 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -3469640.000000 Penalty: 5123.791504
	Iteration 18Q: 3 clusters Score -3469640 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3469676.000000 Penalty: 5123.791504
	Iteration 19Q: 3 clusters Score -3469676 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -3469691.750000 Penalty: 5123.791504
	Iteration 20F: 3 clusters Score -3469692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -3469717.500000 Penalty: 5123.791504
	Iteration 21Q: 3 clusters Score -3469718 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -3469727.000000 Penalty: 5123.791504
	Iteration 22Q: 3 clusters Score -3469727 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -3469751.750000 Penalty: 5123.791504
	Iteration 23Q: 3 clusters Score -3469752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -3469770.250000 Penalty: 5123.791504
	Iteration 24Q: 3 clusters Score -3469770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3469788.500000 Penalty: 5123.791504
	Iteration 25Q: 3 clusters Score -3469788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -3469786.000000 Penalty: 5123.791504
	Iteration 26Q: 3 clusters Score -3469786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3469790.000000 Penalty: 5123.791504
	Iteration 27Q: 3 clusters Score -3469790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -3469801.750000 Penalty: 5123.791504
	Iteration 28Q: 3 clusters Score -3469802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -3469806.500000 Penalty: 5123.791504
	Iteration 29Q: 3 clusters Score -3469806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -3469813.750000 Penalty: 5123.791504
	Iteration 30Q: 3 clusters Score -3469814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -3469818.750000 Penalty: 5123.791504
	Iteration 31Q: 3 clusters Score -3469819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3469819.000000 Penalty: 5123.791504
	Iteration 32Q: 3 clusters Score -3469819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -3469838.000000 Penalty: 5123.791504
	Iteration 33Q: 3 clusters Score -3469838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3469833.750000 Penalty: 5123.791504
	Iteration 34Q: 3 clusters Score -3469834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -3469843.500000 Penalty: 5123.791504
	Iteration 35Q: 3 clusters Score -3469844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -3469851.750000 Penalty: 5123.791504
	Iteration 36Q: 3 clusters Score -3469852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3469854.750000 Penalty: 5123.791504
	Iteration 37Q: 3 clusters Score -3469855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3469858.250000 Penalty: 5123.791504
	Iteration 38Q: 3 clusters Score -3469858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -3469857.500000 Penalty: 5123.791504
	Iteration 39Q: 3 clusters Score -3469858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -3469858.750000 Penalty: 5123.791504
	Iteration 40F: 3 clusters Score -3469859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -3469862.500000 Penalty: 5123.791504
	Iteration 41Q: 3 clusters Score -3469862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -3469863.250000 Penalty: 5123.791504
	Iteration 42Q: 3 clusters Score -3469863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -3469863.000000 Penalty: 5123.791504
	Iteration 43Q: 3 clusters Score -3469863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -3469862.500000 Penalty: 5123.791504
	Iteration 44Q: 3 clusters Score -3469862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 28861 members 
Entering Unmasked Estep 
Score: -3469862.750000 Penalty: 5123.791504
	Iteration 45Q: 3 clusters Score -3469863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -3469868.500000 Penalty: 5123.791504
	Iteration 46Q: 3 clusters Score -3469868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -3469871.250000 Penalty: 5123.791504
	Iteration 47Q: 3 clusters Score -3469871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3469874.250000 Penalty: 5123.791504
	Iteration 48Q: 3 clusters Score -3469874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3469877.500000 Penalty: 5123.791504
	Iteration 49Q: 3 clusters Score -3469878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -3469873.750000 Penalty: 5123.791504
	Iteration 50Q: 3 clusters Score -3469874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3469873.000000 Penalty: 5123.791504
	Iteration 51Q: 3 clusters Score -3469873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -3469878.250000 Penalty: 5123.791504
	Iteration 52Q: 3 clusters Score -3469878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -3469880.500000 Penalty: 5123.791504
	Iteration 53Q: 3 clusters Score -3469880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -3469888.500000 Penalty: 5123.791504
	Iteration 54Q: 3 clusters Score -3469888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3469900.750000 Penalty: 5123.791504
	Iteration 55Q: 3 clusters Score -3469901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -3469925.250000 Penalty: 5123.791504
	Iteration 56Q: 3 clusters Score -3469925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -3469929.500000 Penalty: 5123.791504
	Iteration 57Q: 3 clusters Score -3469930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -3469934.000000 Penalty: 5123.791504
	Iteration 58Q: 3 clusters Score -3469934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -3469937.000000 Penalty: 5123.791504
	Iteration 59Q: 3 clusters Score -3469937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -3469946.750000 Penalty: 5123.791504
	Iteration 60F: 3 clusters Score -3469947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -3469949.750000 Penalty: 5123.791504
	Iteration 61Q: 3 clusters Score -3469950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -3469956.000000 Penalty: 5123.791504
	Iteration 62Q: 3 clusters Score -3469956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -3469960.750000 Penalty: 5123.791504
	Iteration 63Q: 3 clusters Score -3469961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -3469960.750000 Penalty: 5123.791504
	Iteration 64Q: 3 clusters Score -3469961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -3469957.750000 Penalty: 5123.791504
	Iteration 65Q: 3 clusters Score -3469958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -3469963.500000 Penalty: 5123.791504
	Iteration 66Q: 3 clusters Score -3469964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -3469964.750000 Penalty: 5123.791504
	Iteration 67Q: 3 clusters Score -3469965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -3469969.250000 Penalty: 5123.791504
	Iteration 68Q: 3 clusters Score -3469969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -3469965.750000 Penalty: 5123.791504
	Iteration 69Q: 3 clusters Score -3469966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -3469966.750000 Penalty: 5123.791504
	Iteration 70Q: 3 clusters Score -3469967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -3469967.250000 Penalty: 5123.791504
	Iteration 71Q: 3 clusters Score -3469967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -3469967.250000 Penalty: 5123.791504
	Iteration 72F: 3 clusters Score -3469967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (320079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320079 members 
Entering Unmasked Estep 
Score: -35378180.000000 Penalty: 3143.728027
	Iteration 0F: 2 clusters Score -3.537818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159884 members 
Mstep: Class 2 contains 160195 members 
Entering Unmasked Estep 
Score: -35195312.000000 Penalty: 6287.456055
	Iteration 0F: 3 clusters Score -3.519531e+07 nChanged 155086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156098 members 
Mstep: Class 2 contains 163981 members 
Entering Unmasked Estep 
Score: -35286996.000000 Penalty: 6287.456055
	Iteration 1F: 3 clusters Score -3.5287e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 167087 members 
Entering Unmasked Estep 
Score: -35288444.000000 Penalty: 6287.456055
	Iteration 2Q: 3 clusters Score -3.528844e+07 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148254 members 
Mstep: Class 2 contains 171825 members 
Entering Unmasked Estep 
Score: -35290180.000000 Penalty: 6287.456055
	Iteration 3Q: 3 clusters Score -3.529018e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141061 members 
Mstep: Class 2 contains 179018 members 
Entering Unmasked Estep 
Score: -35292324.000000 Penalty: 6287.456055
	Iteration 4Q: 3 clusters Score -3.529232e+07 nChanged 12613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130094 members 
Mstep: Class 2 contains 189985 members 
Entering Unmasked Estep 
Score: -35296392.000000 Penalty: 6287.456055
	Iteration 5Q: 3 clusters Score -3.529639e+07 nChanged 17053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113909 members 
Mstep: Class 2 contains 206170 members 
Entering Unmasked Estep 
Score: -35304344.000000 Penalty: 6287.456055
	Iteration 6F: 3 clusters Score -3.530434e+07 nChanged 22592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91749 members 
Mstep: Class 2 contains 228330 members 
Entering Unmasked Estep 
Score: -35317844.000000 Penalty: 6287.456055
	Iteration 7F: 3 clusters Score -3.531784e+07 nChanged 26357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 254529 members 
Entering Unmasked Estep 
Score: -35338492.000000 Penalty: 6287.456055
	Iteration 8F: 3 clusters Score -3.533849e+07 nChanged 24940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 279373 members 
Entering Unmasked Estep 
Score: -35360276.000000 Penalty: 6287.456055
	Iteration 9F: 3 clusters Score -3.536028e+07 nChanged 18330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 297647 members 
Entering Unmasked Estep 
Score: -35375016.000000 Penalty: 6287.456055
	Iteration 10F: 3 clusters Score -3.537502e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 308797 members 
Entering Unmasked Estep 
Score: -35378564.000000 Penalty: 6287.456055
	Iteration 11Q: 3 clusters Score -3.537856e+07 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 314954 members 
Entering Unmasked Estep 
Score: -35377800.000000 Penalty: 6287.456055
	Iteration 12Q: 3 clusters Score -3.53778e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 317767 members 
Entering Unmasked Estep 
Score: -35376632.000000 Penalty: 6287.456055
	Iteration 13Q: 3 clusters Score -3.537663e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 318826 members 
Entering Unmasked Estep 
Score: -35376076.000000 Penalty: 6287.456055
	Iteration 14Q: 3 clusters Score -3.537608e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 319263 members 
Entering Unmasked Estep 
Score: -35375960.000000 Penalty: 6287.456055
	Iteration 15Q: 3 clusters Score -3.537596e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 319434 members 
Entering Unmasked Estep 
Score: -35375920.000000 Penalty: 6287.456055
	Iteration 16Q: 3 clusters Score -3.537592e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 319521 members 
Entering Unmasked Estep 
Score: -35375908.000000 Penalty: 6287.456055
	Iteration 17Q: 3 clusters Score -3.537591e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 319567 members 
Entering Unmasked Estep 
Score: -35375932.000000 Penalty: 6287.456055
	Iteration 18Q: 3 clusters Score -3.537593e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 319605 members 
Entering Unmasked Estep 
Score: -35375964.000000 Penalty: 6287.456055
	Iteration 19Q: 3 clusters Score -3.537596e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 319630 members 
Entering Unmasked Estep 
Score: -35375968.000000 Penalty: 6287.456055
	Iteration 20F: 3 clusters Score -3.537597e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 319653 members 
Entering Unmasked Estep 
Score: -35375984.000000 Penalty: 6287.456055
	Iteration 21Q: 3 clusters Score -3.537598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 319664 members 
Entering Unmasked Estep 
Score: -35375960.000000 Penalty: 6287.456055
	Iteration 22Q: 3 clusters Score -3.537596e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 319670 members 
Entering Unmasked Estep 
Score: -35375976.000000 Penalty: 6287.456055
	Iteration 23Q: 3 clusters Score -3.537598e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 319675 members 
Entering Unmasked Estep 
Score: -35375964.000000 Penalty: 6287.456055
	Iteration 24Q: 3 clusters Score -3.537596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 319674 members 
Entering Unmasked Estep 
Score: -35375976.000000 Penalty: 6287.456055
	Iteration 25Q: 3 clusters Score -3.537598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 319677 members 
Entering Unmasked Estep 
Score: -35375960.000000 Penalty: 6287.456055
	Iteration 26Q: 3 clusters Score -3.537596e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 319679 members 
Entering Unmasked Estep 
Score: -35375976.000000 Penalty: 6287.456055
	Iteration 27Q: 3 clusters Score -3.537598e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 319681 members 
Entering Unmasked Estep 
Score: -35375976.000000 Penalty: 6287.456055
	Iteration 28Q: 3 clusters Score -3.537598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 319683 members 
Entering Unmasked Estep 
Score: -35375960.000000 Penalty: 6287.456055
	Iteration 29Q: 3 clusters Score -3.537596e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 319687 members 
Entering Unmasked Estep 
Score: -35375976.000000 Penalty: 6287.456055
	Iteration 30Q: 3 clusters Score -3.537598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 319691 members 
Entering Unmasked Estep 
Score: -35375992.000000 Penalty: 6287.456055
	Iteration 31Q: 3 clusters Score -3.537599e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 319690 members 
Entering Unmasked Estep 
Score: -35375996.000000 Penalty: 6287.456055
	Iteration 32Q: 3 clusters Score -3.5376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 319690 members 
Entering Unmasked Estep 
Score: -35375996.000000 Penalty: 6287.456055
	Iteration 33F: 3 clusters Score -3.5376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Entering Unmasked Estep 
Score: -4360427.000000 Penalty: 2618.306152
	Iteration 0F: 2 clusters Score -4360427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -4334272.500000 Penalty: 5236.612305
	Iteration 0F: 3 clusters Score -4334272 nChanged 17652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -4344012.000000 Penalty: 5236.612305
	Iteration 1F: 3 clusters Score -4344012 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -4344467.500000 Penalty: 5236.612305
	Iteration 2Q: 3 clusters Score -4344468 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -4344879.000000 Penalty: 5236.612305
	Iteration 3Q: 3 clusters Score -4344879 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -4345334.500000 Penalty: 5236.612305
	Iteration 4Q: 3 clusters Score -4345334 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -4345946.500000 Penalty: 5236.612305
	Iteration 5Q: 3 clusters Score -4345946 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -4346750.000000 Penalty: 5236.612305
	Iteration 6Q: 3 clusters Score -4346750 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -4348032.500000 Penalty: 5236.612305
	Iteration 7F: 3 clusters Score -4348032 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -4349952.000000 Penalty: 5236.612305
	Iteration 8F: 3 clusters Score -4349952 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -4352381.000000 Penalty: 5236.612305
	Iteration 9F: 3 clusters Score -4352381 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4354638.500000 Penalty: 5236.612305
	Iteration 10F: 3 clusters Score -4354638 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -4356183.500000 Penalty: 5236.612305
	Iteration 11Q: 3 clusters Score -4356184 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -4357063.000000 Penalty: 5236.612305
	Iteration 12Q: 3 clusters Score -4357063 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -4357531.000000 Penalty: 5236.612305
	Iteration 13Q: 3 clusters Score -4357531 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -4357816.000000 Penalty: 5236.612305
	Iteration 14Q: 3 clusters Score -4357816 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -4357950.500000 Penalty: 5236.612305
	Iteration 15Q: 3 clusters Score -4357950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -4358046.500000 Penalty: 5236.612305
	Iteration 16Q: 3 clusters Score -4358046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -4358101.000000 Penalty: 5236.612305
	Iteration 17Q: 3 clusters Score -4358101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -4358130.000000 Penalty: 5236.612305
	Iteration 18Q: 3 clusters Score -4358130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -4358147.500000 Penalty: 5236.612305
	Iteration 19Q: 3 clusters Score -4358148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -4358154.500000 Penalty: 5236.612305
	Iteration 20F: 3 clusters Score -4358154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -4358161.500000 Penalty: 5236.612305
	Iteration 21Q: 3 clusters Score -4358162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -4358167.500000 Penalty: 5236.612305
	Iteration 22Q: 3 clusters Score -4358168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -4358169.500000 Penalty: 5236.612305
	Iteration 23Q: 3 clusters Score -4358170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -4358174.500000 Penalty: 5236.612305
	Iteration 24Q: 3 clusters Score -4358174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -4358174.500000 Penalty: 5236.612305
	Iteration 25F: 3 clusters Score -4358174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Entering Unmasked Estep 
Score: -2430892.000000 Penalty: 2472.681885
	Iteration 0F: 2 clusters Score -2430892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2415925.500000 Penalty: 4945.363770
	Iteration 0F: 3 clusters Score -2415926 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -2420812.750000 Penalty: 4945.363770
	Iteration 1F: 3 clusters Score -2420813 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2421256.750000 Penalty: 4945.363770
	Iteration 2F: 3 clusters Score -2421257 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2421622.250000 Penalty: 4945.363770
	Iteration 3Q: 3 clusters Score -2421622 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2421979.500000 Penalty: 4945.363770
	Iteration 4Q: 3 clusters Score -2421980 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -2422338.500000 Penalty: 4945.363770
	Iteration 5Q: 3 clusters Score -2422338 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -2422784.750000 Penalty: 4945.363770
	Iteration 6Q: 3 clusters Score -2422785 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -2423410.500000 Penalty: 4945.363770
	Iteration 7F: 3 clusters Score -2423410 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2424244.500000 Penalty: 4945.363770
	Iteration 8F: 3 clusters Score -2424244 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2425271.750000 Penalty: 4945.363770
	Iteration 9F: 3 clusters Score -2425272 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2426324.500000 Penalty: 4945.363770
	Iteration 10F: 3 clusters Score -2426324 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2427284.000000 Penalty: 4945.363770
	Iteration 11F: 3 clusters Score -2427284 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2427945.000000 Penalty: 4945.363770
	Iteration 12Q: 3 clusters Score -2427945 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2428306.750000 Penalty: 4945.363770
	Iteration 13Q: 3 clusters Score -2428307 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2428518.250000 Penalty: 4945.363770
	Iteration 14Q: 3 clusters Score -2428518 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2428633.250000 Penalty: 4945.363770
	Iteration 15Q: 3 clusters Score -2428633 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2428691.000000 Penalty: 4945.363770
	Iteration 16Q: 3 clusters Score -2428691 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2428731.250000 Penalty: 4945.363770
	Iteration 17Q: 3 clusters Score -2428731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2428753.000000 Penalty: 4945.363770
	Iteration 18Q: 3 clusters Score -2428753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2428783.250000 Penalty: 4945.363770
	Iteration 19Q: 3 clusters Score -2428783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2428806.750000 Penalty: 4945.363770
	Iteration 20F: 3 clusters Score -2428807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2428816.750000 Penalty: 4945.363770
	Iteration 21Q: 3 clusters Score -2428817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2428828.750000 Penalty: 4945.363770
	Iteration 22Q: 3 clusters Score -2428829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2428839.250000 Penalty: 4945.363770
	Iteration 23Q: 3 clusters Score -2428839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2428839.500000 Penalty: 4945.363770
	Iteration 24Q: 3 clusters Score -2428840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2428847.750000 Penalty: 4945.363770
	Iteration 25Q: 3 clusters Score -2428848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2428852.000000 Penalty: 4945.363770
	Iteration 26Q: 3 clusters Score -2428852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2428857.000000 Penalty: 4945.363770
	Iteration 27Q: 3 clusters Score -2428857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2428857.500000 Penalty: 4945.363770
	Iteration 28Q: 3 clusters Score -2428858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2428861.250000 Penalty: 4945.363770
	Iteration 29Q: 3 clusters Score -2428861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2428861.000000 Penalty: 4945.363770
	Iteration 30Q: 3 clusters Score -2428861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2428864.750000 Penalty: 4945.363770
	Iteration 31Q: 3 clusters Score -2428865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2428868.500000 Penalty: 4945.363770
	Iteration 32Q: 3 clusters Score -2428868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2428869.750000 Penalty: 4945.363770
	Iteration 33Q: 3 clusters Score -2428870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2428870.250000 Penalty: 4945.363770
	Iteration 34Q: 3 clusters Score -2428870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2428870.000000 Penalty: 4945.363770
	Iteration 35Q: 3 clusters Score -2428870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2428870.000000 Penalty: 4945.363770
	Iteration 36Q: 3 clusters Score -2428870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2428871.250000 Penalty: 4945.363770
	Iteration 37Q: 3 clusters Score -2428871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2428871.250000 Penalty: 4945.363770
	Iteration 38F: 3 clusters Score -2428871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -31126.269531 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -31126.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29819.562500 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -29819.56 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30001.251953 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -30001.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -30088.574219 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -30088.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30152.095703 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -30152.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30187.333984 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -30187.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30203.021484 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -30203.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30204.251953 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -30204.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -30204.251953 Penalty: 2933.097656
	Iteration 7F: 3 clusters Score -30204.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28826 members 
Mstep: Class 3 contains 29410 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 6867 members 
Mstep: Class 6 contains 8138 members 
Mstep: Class 7 contains 86077 members 
Mstep: Class 8 contains 881 members 
Mstep: Class 10 contains 84021 members 
Mstep: Class 11 contains 41785 members 
Mstep: Class 13 contains 37072 members 
Mstep: Class 14 contains 147013 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 2756 members 
Mstep: Class 17 contains 30645 members 
Mstep: Class 18 contains 320079 members 
Mstep: Class 19 contains 38472 members 
Mstep: Class 20 contains 21386 members 
Mstep: Class 22 contains 370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009920.000000 Penalty: 68007.921875
Iteration 119Q: 21 clusters Score -9.800992e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28826 members 
Mstep: Class 3 contains 29408 members 
Mstep: Class 4 contains 4012 members 
Mstep: Class 5 contains 6873 members 
Mstep: Class 6 contains 8140 members 
Mstep: Class 7 contains 86067 members 
Mstep: Class 8 contains 894 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 84116 members 
Mstep: Class 11 contains 41778 members 
Mstep: Class 13 contains 37051 members 
Mstep: Class 14 contains 147168 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 2754 members 
Mstep: Class 17 contains 30625 members 
Mstep: Class 18 contains 320040 members 
Mstep: Class 19 contains 38300 members 
Mstep: Class 20 contains 21389 members 
Mstep: Class 22 contains 373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010104.000000 Penalty: 68007.921875
Iteration 120F: 21 clusters Score -9.80101e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28828 members 
Mstep: Class 3 contains 29404 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 5 contains 6878 members 
Mstep: Class 6 contains 8140 members 
Mstep: Class 7 contains 86062 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 9 contains 919 members 
Mstep: Class 10 contains 84227 members 
Mstep: Class 11 contains 41774 members 
Mstep: Class 13 contains 37032 members 
Mstep: Class 14 contains 147339 members 
Mstep: Class 15 contains 9260 members 
Mstep: Class 16 contains 2754 members 
Mstep: Class 17 contains 30604 members 
Mstep: Class 18 contains 320011 members 
Mstep: Class 19 contains 38094 members 
Mstep: Class 20 contains 21388 members 
Mstep: Class 22 contains 364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010160.000000 Penalty: 68007.921875
Iteration 121Q: 21 clusters Score -9.801016e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 1538 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28827 members 
Mstep: Class 3 contains 29401 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 5 contains 6890 members 
Mstep: Class 6 contains 8142 members 
Mstep: Class 7 contains 86052 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 84355 members 
Mstep: Class 11 contains 41769 members 
Mstep: Class 13 contains 37016 members 
Mstep: Class 14 contains 147505 members 
Mstep: Class 15 contains 9260 members 
Mstep: Class 16 contains 2754 members 
Mstep: Class 17 contains 30583 members 
Mstep: Class 18 contains 319996 members 
Mstep: Class 19 contains 37856 members 
Mstep: Class 20 contains 21385 members 
Mstep: Class 22 contains 358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010296.000000 Penalty: 68007.921875
Iteration 122Q: 21 clusters Score -9.80103e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 1538 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28816 members 
Mstep: Class 3 contains 29393 members 
Mstep: Class 4 contains 4009 members 
Mstep: Class 5 contains 6913 members 
Mstep: Class 6 contains 8145 members 
Mstep: Class 7 contains 86054 members 
Mstep: Class 8 contains 899 members 
Mstep: Class 9 contains 930 members 
Mstep: Class 10 contains 84495 members 
Mstep: Class 11 contains 41767 members 
Mstep: Class 13 contains 36983 members 
Mstep: Class 14 contains 147673 members 
Mstep: Class 15 contains 9259 members 
Mstep: Class 16 contains 2754 members 
Mstep: Class 17 contains 30562 members 
Mstep: Class 18 contains 320002 members 
Mstep: Class 19 contains 37595 members 
Mstep: Class 20 contains 21379 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010312.000000 Penalty: 68007.921875
Iteration 123Q: 21 clusters Score -9.801031e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 1539 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28814 members 
Mstep: Class 3 contains 29387 members 
Mstep: Class 4 contains 4009 members 
Mstep: Class 5 contains 6930 members 
Mstep: Class 6 contains 8145 members 
Mstep: Class 7 contains 86054 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 84646 members 
Mstep: Class 11 contains 41758 members 
Mstep: Class 13 contains 36959 members 
Mstep: Class 14 contains 147864 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 2754 members 
Mstep: Class 17 contains 30542 members 
Mstep: Class 18 contains 319968 members 
Mstep: Class 19 contains 37326 members 
Mstep: Class 20 contains 21378 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010304.000000 Penalty: 68007.921875
Iteration 124Q: 21 clusters Score -9.80103e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28800 members 
Mstep: Class 3 contains 29388 members 
Mstep: Class 4 contains 4009 members 
Mstep: Class 5 contains 6962 members 
Mstep: Class 6 contains 8148 members 
Mstep: Class 7 contains 86053 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 84796 members 
Mstep: Class 11 contains 41747 members 
Mstep: Class 13 contains 36925 members 
Mstep: Class 14 contains 148042 members 
Mstep: Class 15 contains 9259 members 
Mstep: Class 16 contains 2754 members 
Mstep: Class 17 contains 30528 members 
Mstep: Class 18 contains 319946 members 
Mstep: Class 19 contains 37058 members 
Mstep: Class 20 contains 21377 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010344.000000 Penalty: 68007.921875
Iteration 125Q: 21 clusters Score -9.801034e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28779 members 
Mstep: Class 3 contains 29388 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 7007 members 
Mstep: Class 6 contains 8147 members 
Mstep: Class 7 contains 86055 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 84951 members 
Mstep: Class 11 contains 41740 members 
Mstep: Class 13 contains 36896 members 
Mstep: Class 14 contains 148199 members 
Mstep: Class 15 contains 9259 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 30507 members 
Mstep: Class 18 contains 319931 members 
Mstep: Class 19 contains 36798 members 
Mstep: Class 20 contains 21374 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010424.000000 Penalty: 68007.921875
Iteration 126Q: 21 clusters Score -9.801042e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28763 members 
Mstep: Class 3 contains 29388 members 
Mstep: Class 4 contains 4006 members 
Mstep: Class 5 contains 7042 members 
Mstep: Class 6 contains 8146 members 
Mstep: Class 7 contains 86053 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 85117 members 
Mstep: Class 11 contains 41732 members 
Mstep: Class 13 contains 36862 members 
Mstep: Class 14 contains 148334 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 30493 members 
Mstep: Class 18 contains 319937 members 
Mstep: Class 19 contains 36533 members 
Mstep: Class 20 contains 21371 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010424.000000 Penalty: 68007.921875
Iteration 127Q: 21 clusters Score -9.801042e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28753 members 
Mstep: Class 3 contains 29382 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 5 contains 7077 members 
Mstep: Class 6 contains 8147 members 
Mstep: Class 7 contains 86045 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 85297 members 
Mstep: Class 11 contains 41727 members 
Mstep: Class 13 contains 36827 members 
Mstep: Class 14 contains 148487 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 30471 members 
Mstep: Class 18 contains 319918 members 
Mstep: Class 19 contains 36263 members 
Mstep: Class 20 contains 21373 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010352.000000 Penalty: 68007.921875
Iteration 128Q: 21 clusters Score -9.801035e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28755 members 
Mstep: Class 3 contains 29378 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 5 contains 7099 members 
Mstep: Class 6 contains 8147 members 
Mstep: Class 7 contains 86034 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 85496 members 
Mstep: Class 11 contains 41721 members 
Mstep: Class 13 contains 36792 members 
Mstep: Class 14 contains 148621 members 
Mstep: Class 15 contains 9263 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 30462 members 
Mstep: Class 18 contains 319903 members 
Mstep: Class 19 contains 35991 members 
Mstep: Class 20 contains 21369 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010312.000000 Penalty: 68007.921875
Iteration 129Q: 21 clusters Score -9.801031e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28747 members 
Mstep: Class 3 contains 29376 members 
Mstep: Class 4 contains 4011 members 
Mstep: Class 5 contains 7121 members 
Mstep: Class 6 contains 8149 members 
Mstep: Class 7 contains 86027 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 85694 members 
Mstep: Class 11 contains 41717 members 
Mstep: Class 13 contains 36766 members 
Mstep: Class 14 contains 148768 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 30459 members 
Mstep: Class 18 contains 319858 members 
Mstep: Class 19 contains 35714 members 
Mstep: Class 20 contains 21370 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010368.000000 Penalty: 68007.921875
Iteration 130Q: 21 clusters Score -9.801037e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28742 members 
Mstep: Class 3 contains 29378 members 
Mstep: Class 4 contains 4011 members 
Mstep: Class 5 contains 7136 members 
Mstep: Class 6 contains 8150 members 
Mstep: Class 7 contains 86027 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 85919 members 
Mstep: Class 11 contains 41713 members 
Mstep: Class 13 contains 36729 members 
Mstep: Class 14 contains 148915 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2751 members 
Mstep: Class 17 contains 30453 members 
Mstep: Class 18 contains 319839 members 
Mstep: Class 19 contains 35398 members 
Mstep: Class 20 contains 21366 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010424.000000 Penalty: 68007.921875
Iteration 131Q: 21 clusters Score -9.801042e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 29382 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 5 contains 7148 members 
Mstep: Class 6 contains 8150 members 
Mstep: Class 7 contains 86021 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 86138 members 
Mstep: Class 11 contains 41711 members 
Mstep: Class 13 contains 36696 members 
Mstep: Class 14 contains 149082 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 30451 members 
Mstep: Class 18 contains 319813 members 
Mstep: Class 19 contains 35058 members 
Mstep: Class 20 contains 21366 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010464.000000 Penalty: 68007.921875
Iteration 132Q: 21 clusters Score -9.801046e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28762 members 
Mstep: Class 3 contains 29379 members 
Mstep: Class 4 contains 4009 members 
Mstep: Class 5 contains 7158 members 
Mstep: Class 6 contains 8151 members 
Mstep: Class 7 contains 86007 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 86365 members 
Mstep: Class 11 contains 41710 members 
Mstep: Class 13 contains 36671 members 
Mstep: Class 14 contains 149280 members 
Mstep: Class 15 contains 9263 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 30451 members 
Mstep: Class 18 contains 319764 members 
Mstep: Class 19 contains 34713 members 
Mstep: Class 20 contains 21361 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010368.000000 Penalty: 68007.921875
Iteration 133Q: 21 clusters Score -9.801037e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28771 members 
Mstep: Class 3 contains 29377 members 
Mstep: Class 4 contains 4009 members 
Mstep: Class 5 contains 7164 members 
Mstep: Class 6 contains 8152 members 
Mstep: Class 7 contains 85992 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 86593 members 
Mstep: Class 11 contains 41702 members 
Mstep: Class 13 contains 36648 members 
Mstep: Class 14 contains 149483 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 30446 members 
Mstep: Class 18 contains 319731 members 
Mstep: Class 19 contains 34357 members 
Mstep: Class 20 contains 21354 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010488.000000 Penalty: 68007.921875
Iteration 134Q: 21 clusters Score -9.801049e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28776 members 
Mstep: Class 3 contains 29377 members 
Mstep: Class 4 contains 4009 members 
Mstep: Class 5 contains 7174 members 
Mstep: Class 6 contains 8153 members 
Mstep: Class 7 contains 85985 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 86836 members 
Mstep: Class 11 contains 41693 members 
Mstep: Class 13 contains 36613 members 
Mstep: Class 14 contains 149700 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 30448 members 
Mstep: Class 18 contains 319672 members 
Mstep: Class 19 contains 33995 members 
Mstep: Class 20 contains 21348 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010416.000000 Penalty: 68007.921875
Iteration 135Q: 21 clusters Score -9.801042e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28775 members 
Mstep: Class 3 contains 29366 members 
Mstep: Class 4 contains 4011 members 
Mstep: Class 5 contains 7188 members 
Mstep: Class 6 contains 8154 members 
Mstep: Class 7 contains 85990 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 87091 members 
Mstep: Class 11 contains 41685 members 
Mstep: Class 13 contains 36573 members 
Mstep: Class 14 contains 149888 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 30446 members 
Mstep: Class 18 contains 319647 members 
Mstep: Class 19 contains 33622 members 
Mstep: Class 20 contains 21342 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010624.000000 Penalty: 68007.921875
Iteration 136Q: 21 clusters Score -9.801062e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28771 members 
Mstep: Class 3 contains 29363 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 5 contains 7201 members 
Mstep: Class 6 contains 8156 members 
Mstep: Class 7 contains 85981 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 87344 members 
Mstep: Class 11 contains 41676 members 
Mstep: Class 13 contains 36540 members 
Mstep: Class 14 contains 150081 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 30443 members 
Mstep: Class 18 contains 319595 members 
Mstep: Class 19 contains 33274 members 
Mstep: Class 20 contains 21343 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010704.000000 Penalty: 68007.921875
Iteration 137Q: 21 clusters Score -9.80107e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28762 members 
Mstep: Class 3 contains 29361 members 
Mstep: Class 4 contains 4010 members 
Mstep: Class 5 contains 7221 members 
Mstep: Class 6 contains 8159 members 
Mstep: Class 7 contains 85974 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 87586 members 
Mstep: Class 11 contains 41671 members 
Mstep: Class 13 contains 36507 members 
Mstep: Class 14 contains 150294 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 30444 members 
Mstep: Class 18 contains 319551 members 
Mstep: Class 19 contains 32898 members 
Mstep: Class 20 contains 21343 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010752.000000 Penalty: 68007.921875
Iteration 138Q: 21 clusters Score -9.801075e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28755 members 
Mstep: Class 3 contains 29361 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 7244 members 
Mstep: Class 6 contains 8162 members 
Mstep: Class 7 contains 85974 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 87850 members 
Mstep: Class 11 contains 41659 members 
Mstep: Class 13 contains 36458 members 
Mstep: Class 14 contains 150481 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 30440 members 
Mstep: Class 18 contains 319519 members 
Mstep: Class 19 contains 32527 members 
Mstep: Class 20 contains 21343 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98010848.000000 Penalty: 68007.921875
Iteration 139Q: 21 clusters Score -9.801085e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28760 members 
Mstep: Class 3 contains 29355 members 
Mstep: Class 4 contains 4006 members 
Mstep: Class 5 contains 7262 members 
Mstep: Class 6 contains 8166 members 
Mstep: Class 7 contains 85969 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 88134 members 
Mstep: Class 11 contains 41645 members 
Mstep: Class 13 contains 36411 members 
Mstep: Class 14 contains 150689 members 
Mstep: Class 15 contains 9263 members 
Mstep: Class 16 contains 2750 members 
Mstep: Class 17 contains 30441 members 
Mstep: Class 18 contains 319468 members 
Mstep: Class 19 contains 32127 members 
Mstep: Class 20 contains 21345 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011000.000000 Penalty: 68007.921875
Iteration 140F: 21 clusters Score -9.8011e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28778 members 
Mstep: Class 3 contains 29357 members 
Mstep: Class 4 contains 4006 members 
Mstep: Class 5 contains 7272 members 
Mstep: Class 6 contains 8166 members 
Mstep: Class 7 contains 85951 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 88441 members 
Mstep: Class 11 contains 41641 members 
Mstep: Class 13 contains 36379 members 
Mstep: Class 14 contains 150885 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 30436 members 
Mstep: Class 18 contains 319410 members 
Mstep: Class 19 contains 31716 members 
Mstep: Class 20 contains 21339 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011016.000000 Penalty: 68007.921875
Iteration 141Q: 21 clusters Score -9.801102e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28783 members 
Mstep: Class 3 contains 29351 members 
Mstep: Class 4 contains 4006 members 
Mstep: Class 5 contains 7291 members 
Mstep: Class 6 contains 8172 members 
Mstep: Class 7 contains 85921 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 88747 members 
Mstep: Class 11 contains 41632 members 
Mstep: Class 13 contains 36346 members 
Mstep: Class 14 contains 151096 members 
Mstep: Class 15 contains 9266 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 30426 members 
Mstep: Class 18 contains 319358 members 
Mstep: Class 19 contains 31305 members 
Mstep: Class 20 contains 21344 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011128.000000 Penalty: 68007.921875
Iteration 142Q: 21 clusters Score -9.801113e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28784 members 
Mstep: Class 3 contains 29347 members 
Mstep: Class 4 contains 4003 members 
Mstep: Class 5 contains 7308 members 
Mstep: Class 6 contains 8180 members 
Mstep: Class 7 contains 85893 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 89042 members 
Mstep: Class 11 contains 41626 members 
Mstep: Class 13 contains 36291 members 
Mstep: Class 14 contains 151296 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 30419 members 
Mstep: Class 18 contains 319336 members 
Mstep: Class 19 contains 30912 members 
Mstep: Class 20 contains 21346 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011312.000000 Penalty: 68007.921875
Iteration 143Q: 21 clusters Score -9.801131e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28792 members 
Mstep: Class 3 contains 29341 members 
Mstep: Class 4 contains 4001 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 8186 members 
Mstep: Class 7 contains 85878 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 89332 members 
Mstep: Class 11 contains 41622 members 
Mstep: Class 13 contains 36234 members 
Mstep: Class 14 contains 151551 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 30406 members 
Mstep: Class 18 contains 319270 members 
Mstep: Class 19 contains 30509 members 
Mstep: Class 20 contains 21342 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011496.000000 Penalty: 68007.921875
Iteration 144Q: 21 clusters Score -9.80115e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28800 members 
Mstep: Class 3 contains 29338 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 7332 members 
Mstep: Class 6 contains 8188 members 
Mstep: Class 7 contains 85863 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 89623 members 
Mstep: Class 11 contains 41617 members 
Mstep: Class 13 contains 36183 members 
Mstep: Class 14 contains 151779 members 
Mstep: Class 15 contains 9260 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 30398 members 
Mstep: Class 18 contains 319207 members 
Mstep: Class 19 contains 30118 members 
Mstep: Class 20 contains 21342 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011776.000000 Penalty: 68007.921875
Iteration 145Q: 21 clusters Score -9.801178e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28803 members 
Mstep: Class 3 contains 29333 members 
Mstep: Class 4 contains 3995 members 
Mstep: Class 5 contains 7349 members 
Mstep: Class 6 contains 8191 members 
Mstep: Class 7 contains 85833 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 89907 members 
Mstep: Class 11 contains 41613 members 
Mstep: Class 13 contains 36135 members 
Mstep: Class 14 contains 152014 members 
Mstep: Class 15 contains 9258 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 30393 members 
Mstep: Class 18 contains 319143 members 
Mstep: Class 19 contains 29740 members 
Mstep: Class 20 contains 21338 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011872.000000 Penalty: 68007.921875
Iteration 146Q: 21 clusters Score -9.801187e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28809 members 
Mstep: Class 3 contains 29324 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 7366 members 
Mstep: Class 6 contains 8195 members 
Mstep: Class 7 contains 85816 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 90189 members 
Mstep: Class 11 contains 41605 members 
Mstep: Class 13 contains 36099 members 
Mstep: Class 14 contains 152256 members 
Mstep: Class 15 contains 9258 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 30378 members 
Mstep: Class 18 contains 319079 members 
Mstep: Class 19 contains 29347 members 
Mstep: Class 20 contains 21327 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011936.000000 Penalty: 68007.921875
Iteration 147Q: 21 clusters Score -9.801194e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28811 members 
Mstep: Class 3 contains 29320 members 
Mstep: Class 4 contains 3999 members 
Mstep: Class 5 contains 7378 members 
Mstep: Class 6 contains 8201 members 
Mstep: Class 7 contains 85796 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 90476 members 
Mstep: Class 11 contains 41600 members 
Mstep: Class 13 contains 36060 members 
Mstep: Class 14 contains 152481 members 
Mstep: Class 15 contains 9257 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 30374 members 
Mstep: Class 18 contains 319019 members 
Mstep: Class 19 contains 28953 members 
Mstep: Class 20 contains 21321 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011632.000000 Penalty: 68007.921875
Iteration 148Q: 21 clusters Score -9.801163e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28828 members 
Mstep: Class 3 contains 29318 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 7392 members 
Mstep: Class 6 contains 8207 members 
Mstep: Class 7 contains 85772 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 90773 members 
Mstep: Class 11 contains 41591 members 
Mstep: Class 13 contains 36020 members 
Mstep: Class 14 contains 152694 members 
Mstep: Class 15 contains 9254 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 30373 members 
Mstep: Class 18 contains 318972 members 
Mstep: Class 19 contains 28539 members 
Mstep: Class 20 contains 21313 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011688.000000 Penalty: 68007.921875
Iteration 149Q: 21 clusters Score -9.801169e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28837 members 
Mstep: Class 3 contains 29313 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 7403 members 
Mstep: Class 6 contains 8218 members 
Mstep: Class 7 contains 85750 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 91074 members 
Mstep: Class 11 contains 41583 members 
Mstep: Class 13 contains 35990 members 
Mstep: Class 14 contains 152919 members 
Mstep: Class 15 contains 9253 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 30362 members 
Mstep: Class 18 contains 318929 members 
Mstep: Class 19 contains 28110 members 
Mstep: Class 20 contains 21305 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011952.000000 Penalty: 68007.921875
Iteration 150Q: 21 clusters Score -9.801195e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 28850 members 
Mstep: Class 3 contains 29314 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 8226 members 
Mstep: Class 7 contains 85716 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 91382 members 
Mstep: Class 11 contains 41578 members 
Mstep: Class 13 contains 35963 members 
Mstep: Class 14 contains 153161 members 
Mstep: Class 15 contains 9252 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 30352 members 
Mstep: Class 18 contains 318867 members 
Mstep: Class 19 contains 27672 members 
Mstep: Class 20 contains 21303 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012144.000000 Penalty: 68007.921875
Iteration 151Q: 21 clusters Score -9.801214e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28857 members 
Mstep: Class 3 contains 29310 members 
Mstep: Class 4 contains 3994 members 
Mstep: Class 5 contains 7423 members 
Mstep: Class 6 contains 8230 members 
Mstep: Class 7 contains 85686 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 91709 members 
Mstep: Class 11 contains 41570 members 
Mstep: Class 13 contains 35923 members 
Mstep: Class 14 contains 153390 members 
Mstep: Class 15 contains 9252 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 30331 members 
Mstep: Class 18 contains 318833 members 
Mstep: Class 19 contains 27234 members 
Mstep: Class 20 contains 21302 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012128.000000 Penalty: 68007.921875
Iteration 152Q: 21 clusters Score -9.801213e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28860 members 
Mstep: Class 3 contains 29306 members 
Mstep: Class 4 contains 3995 members 
Mstep: Class 5 contains 7434 members 
Mstep: Class 6 contains 8236 members 
Mstep: Class 7 contains 85648 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 92004 members 
Mstep: Class 11 contains 41560 members 
Mstep: Class 13 contains 35892 members 
Mstep: Class 14 contains 153618 members 
Mstep: Class 15 contains 9252 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 30316 members 
Mstep: Class 18 contains 318823 members 
Mstep: Class 19 contains 26811 members 
Mstep: Class 20 contains 21289 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011976.000000 Penalty: 68007.921875
Iteration 153Q: 21 clusters Score -9.801198e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28871 members 
Mstep: Class 3 contains 29302 members 
Mstep: Class 4 contains 3993 members 
Mstep: Class 5 contains 7440 members 
Mstep: Class 6 contains 8243 members 
Mstep: Class 7 contains 85624 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 92313 members 
Mstep: Class 11 contains 41550 members 
Mstep: Class 13 contains 35855 members 
Mstep: Class 14 contains 153821 members 
Mstep: Class 15 contains 9253 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 30306 members 
Mstep: Class 18 contains 318849 members 
Mstep: Class 19 contains 26343 members 
Mstep: Class 20 contains 21282 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011736.000000 Penalty: 68007.921875
Iteration 154Q: 21 clusters Score -9.801174e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28885 members 
Mstep: Class 3 contains 29292 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 8248 members 
Mstep: Class 7 contains 85606 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 92646 members 
Mstep: Class 11 contains 41539 members 
Mstep: Class 13 contains 35817 members 
Mstep: Class 14 contains 154008 members 
Mstep: Class 15 contains 9254 members 
Mstep: Class 16 contains 2745 members 
Mstep: Class 17 contains 30289 members 
Mstep: Class 18 contains 318888 members 
Mstep: Class 19 contains 25862 members 
Mstep: Class 20 contains 21277 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011664.000000 Penalty: 68007.921875
Iteration 155Q: 21 clusters Score -9.801166e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28888 members 
Mstep: Class 3 contains 29288 members 
Mstep: Class 4 contains 3987 members 
Mstep: Class 5 contains 7455 members 
Mstep: Class 6 contains 8253 members 
Mstep: Class 7 contains 85581 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 93006 members 
Mstep: Class 11 contains 41529 members 
Mstep: Class 13 contains 35767 members 
Mstep: Class 14 contains 154185 members 
Mstep: Class 15 contains 9260 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30275 members 
Mstep: Class 18 contains 318925 members 
Mstep: Class 19 contains 25383 members 
Mstep: Class 20 contains 21268 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011984.000000 Penalty: 68007.921875
Iteration 156Q: 21 clusters Score -9.801198e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28892 members 
Mstep: Class 3 contains 29285 members 
Mstep: Class 4 contains 3985 members 
Mstep: Class 5 contains 7462 members 
Mstep: Class 6 contains 8255 members 
Mstep: Class 7 contains 85565 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 93374 members 
Mstep: Class 11 contains 41523 members 
Mstep: Class 13 contains 35728 members 
Mstep: Class 14 contains 154339 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30275 members 
Mstep: Class 18 contains 318970 members 
Mstep: Class 19 contains 24881 members 
Mstep: Class 20 contains 21250 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011944.000000 Penalty: 68007.921875
Iteration 157Q: 21 clusters Score -9.801194e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 29273 members 
Mstep: Class 4 contains 3984 members 
Mstep: Class 5 contains 7466 members 
Mstep: Class 6 contains 8261 members 
Mstep: Class 7 contains 85545 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 93749 members 
Mstep: Class 11 contains 41510 members 
Mstep: Class 13 contains 35684 members 
Mstep: Class 14 contains 154498 members 
Mstep: Class 15 contains 9271 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30272 members 
Mstep: Class 18 contains 318995 members 
Mstep: Class 19 contains 24397 members 
Mstep: Class 20 contains 21240 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011880.000000 Penalty: 68007.921875
Iteration 158Q: 21 clusters Score -9.801188e+07 nChanged 1016
Entering ConstructFrom: 
Score: -98011880.000000 Penalty: 68007.921875
Entering ConstructFrom: 
Trying to split cluster 1 (1490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Entering Unmasked Estep 
Score: -146818.359375 Penalty: 1812.019775
	Iteration 0F: 2 clusters Score -146818.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -144867.265625 Penalty: 3624.039551
	Iteration 0F: 3 clusters Score -144867.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -146098.187500 Penalty: 3624.039551
	Iteration 1F: 3 clusters Score -146098.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -146821.203125 Penalty: 3624.039551
	Iteration 2F: 3 clusters Score -146821.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -147166.203125 Penalty: 3624.039551
	Iteration 3F: 3 clusters Score -147166.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -147264.796875 Penalty: 3624.039551
	Iteration 4Q: 3 clusters Score -147264.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -147299.093750 Penalty: 3624.039551
	Iteration 5Q: 3 clusters Score -147299.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -147315.500000 Penalty: 3624.039551
	Iteration 6Q: 3 clusters Score -147315.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -147322.234375 Penalty: 3624.039551
	Iteration 7Q: 3 clusters Score -147322.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -147325.484375 Penalty: 3624.039551
	Iteration 8Q: 3 clusters Score -147325.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -147328.515625 Penalty: 3624.039551
	Iteration 9Q: 3 clusters Score -147328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -147330.515625 Penalty: 3624.039551
	Iteration 10Q: 3 clusters Score -147330.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -147331.531250 Penalty: 3624.039551
	Iteration 11Q: 3 clusters Score -147331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -147331.531250 Penalty: 3624.039551
	Iteration 12F: 3 clusters Score -147331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 28921 members 
Mstep: Class 3 contains 29269 members 
Mstep: Class 4 contains 3984 members 
Mstep: Class 5 contains 7469 members 
Mstep: Class 6 contains 8268 members 
Mstep: Class 7 contains 85529 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 94078 members 
Mstep: Class 11 contains 41495 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 35643 members 
Mstep: Class 14 contains 154660 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30273 members 
Mstep: Class 18 contains 319029 members 
Mstep: Class 19 contains 23916 members 
Mstep: Class 20 contains 21244 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
Score: -98011080.000000 Penalty: 71408.312500
Splitting cluster 1 changes total score from -98011880.000000 to -98011080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (28921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Entering Unmasked Estep 
Score: -3029712.000000 Penalty: 2547.536133
	Iteration 0F: 2 clusters Score -3029712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3009724.750000 Penalty: 5095.072266
	Iteration 0F: 3 clusters Score -3009725 nChanged 13124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3016790.000000 Penalty: 5095.072266
	Iteration 1F: 3 clusters Score -3016790 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3017296.250000 Penalty: 5095.072266
	Iteration 2Q: 3 clusters Score -3017296 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3017819.750000 Penalty: 5095.072266
	Iteration 3Q: 3 clusters Score -3017820 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3018402.250000 Penalty: 5095.072266
	Iteration 4Q: 3 clusters Score -3018402 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3019019.250000 Penalty: 5095.072266
	Iteration 5Q: 3 clusters Score -3019019 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3019659.500000 Penalty: 5095.072266
	Iteration 6Q: 3 clusters Score -3019660 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3020366.750000 Penalty: 5095.072266
	Iteration 7Q: 3 clusters Score -3020367 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3021198.000000 Penalty: 5095.072266
	Iteration 8F: 3 clusters Score -3021198 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3022092.750000 Penalty: 5095.072266
	Iteration 9F: 3 clusters Score -3022093 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3022874.000000 Penalty: 5095.072266
	Iteration 10F: 3 clusters Score -3022874 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -3023497.500000 Penalty: 5095.072266
	Iteration 11Q: 3 clusters Score -3023498 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -3023899.750000 Penalty: 5095.072266
	Iteration 12Q: 3 clusters Score -3023900 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3024178.000000 Penalty: 5095.072266
	Iteration 13Q: 3 clusters Score -3024178 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -3024396.000000 Penalty: 5095.072266
	Iteration 14Q: 3 clusters Score -3024396 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -3024610.500000 Penalty: 5095.072266
	Iteration 15Q: 3 clusters Score -3024610 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3024842.750000 Penalty: 5095.072266
	Iteration 16Q: 3 clusters Score -3024843 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -3025080.750000 Penalty: 5095.072266
	Iteration 17Q: 3 clusters Score -3025081 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -3025397.750000 Penalty: 5095.072266
	Iteration 18Q: 3 clusters Score -3025398 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -3025758.500000 Penalty: 5095.072266
	Iteration 19Q: 3 clusters Score -3025758 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -3026084.250000 Penalty: 5095.072266
	Iteration 20F: 3 clusters Score -3026084 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3026360.500000 Penalty: 5095.072266
	Iteration 21Q: 3 clusters Score -3026360 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3026538.000000 Penalty: 5095.072266
	Iteration 22Q: 3 clusters Score -3026538 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -3026628.000000 Penalty: 5095.072266
	Iteration 23Q: 3 clusters Score -3026628 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -3026729.250000 Penalty: 5095.072266
	Iteration 24Q: 3 clusters Score -3026729 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -3026772.250000 Penalty: 5095.072266
	Iteration 25Q: 3 clusters Score -3026772 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -3026806.750000 Penalty: 5095.072266
	Iteration 26Q: 3 clusters Score -3026807 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -3026853.000000 Penalty: 5095.072266
	Iteration 27Q: 3 clusters Score -3026853 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -3026882.000000 Penalty: 5095.072266
	Iteration 28Q: 3 clusters Score -3026882 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -3026914.250000 Penalty: 5095.072266
	Iteration 29Q: 3 clusters Score -3026914 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3026949.250000 Penalty: 5095.072266
	Iteration 30Q: 3 clusters Score -3026949 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -3026993.000000 Penalty: 5095.072266
	Iteration 31Q: 3 clusters Score -3026993 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3027038.250000 Penalty: 5095.072266
	Iteration 32Q: 3 clusters Score -3027038 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -3027086.500000 Penalty: 5095.072266
	Iteration 33Q: 3 clusters Score -3027086 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -3027134.000000 Penalty: 5095.072266
	Iteration 34Q: 3 clusters Score -3027134 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -3027195.750000 Penalty: 5095.072266
	Iteration 35Q: 3 clusters Score -3027196 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -3027246.500000 Penalty: 5095.072266
	Iteration 36Q: 3 clusters Score -3027246 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -3027280.250000 Penalty: 5095.072266
	Iteration 37Q: 3 clusters Score -3027280 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3027322.000000 Penalty: 5095.072266
	Iteration 38Q: 3 clusters Score -3027322 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3027371.750000 Penalty: 5095.072266
	Iteration 39Q: 3 clusters Score -3027372 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -3027427.500000 Penalty: 5095.072266
	Iteration 40F: 3 clusters Score -3027428 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3027479.500000 Penalty: 5095.072266
	Iteration 41Q: 3 clusters Score -3027480 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -3027526.500000 Penalty: 5095.072266
	Iteration 42Q: 3 clusters Score -3027526 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -3027612.750000 Penalty: 5095.072266
	Iteration 43Q: 3 clusters Score -3027613 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -3027655.250000 Penalty: 5095.072266
	Iteration 44Q: 3 clusters Score -3027655 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -3027729.500000 Penalty: 5095.072266
	Iteration 45Q: 3 clusters Score -3027730 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3027785.000000 Penalty: 5095.072266
	Iteration 46Q: 3 clusters Score -3027785 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3027842.250000 Penalty: 5095.072266
	Iteration 47Q: 3 clusters Score -3027842 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3027901.250000 Penalty: 5095.072266
	Iteration 48Q: 3 clusters Score -3027901 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3027951.250000 Penalty: 5095.072266
	Iteration 49Q: 3 clusters Score -3027951 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3028000.000000 Penalty: 5095.072266
	Iteration 50Q: 3 clusters Score -3028000 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3028044.000000 Penalty: 5095.072266
	Iteration 51Q: 3 clusters Score -3028044 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3028108.750000 Penalty: 5095.072266
	Iteration 52Q: 3 clusters Score -3028109 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3028161.500000 Penalty: 5095.072266
	Iteration 53Q: 3 clusters Score -3028162 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3028243.250000 Penalty: 5095.072266
	Iteration 54Q: 3 clusters Score -3028243 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3028298.750000 Penalty: 5095.072266
	Iteration 55Q: 3 clusters Score -3028299 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3028353.000000 Penalty: 5095.072266
	Iteration 56Q: 3 clusters Score -3028353 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3028402.250000 Penalty: 5095.072266
	Iteration 57Q: 3 clusters Score -3028402 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3028434.250000 Penalty: 5095.072266
	Iteration 58Q: 3 clusters Score -3028434 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3028458.500000 Penalty: 5095.072266
	Iteration 59Q: 3 clusters Score -3028458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3028475.500000 Penalty: 5095.072266
	Iteration 60F: 3 clusters Score -3028476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3028509.500000 Penalty: 5095.072266
	Iteration 61Q: 3 clusters Score -3028510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3028534.750000 Penalty: 5095.072266
	Iteration 62Q: 3 clusters Score -3028535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3028554.000000 Penalty: 5095.072266
	Iteration 63Q: 3 clusters Score -3028554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3028560.000000 Penalty: 5095.072266
	Iteration 64Q: 3 clusters Score -3028560 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -3028558.750000 Penalty: 5095.072266
	Iteration 65Q: 3 clusters Score -3028559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3028569.750000 Penalty: 5095.072266
	Iteration 66Q: 3 clusters Score -3028570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3028579.500000 Penalty: 5095.072266
	Iteration 67Q: 3 clusters Score -3028580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3028592.000000 Penalty: 5095.072266
	Iteration 68Q: 3 clusters Score -3028592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3028600.250000 Penalty: 5095.072266
	Iteration 69Q: 3 clusters Score -3028600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3028609.750000 Penalty: 5095.072266
	Iteration 70Q: 3 clusters Score -3028610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3028619.250000 Penalty: 5095.072266
	Iteration 71Q: 3 clusters Score -3028619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3028626.250000 Penalty: 5095.072266
	Iteration 72Q: 3 clusters Score -3028626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3028638.750000 Penalty: 5095.072266
	Iteration 73Q: 3 clusters Score -3028639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3028636.000000 Penalty: 5095.072266
	Iteration 74Q: 3 clusters Score -3028636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3028629.000000 Penalty: 5095.072266
	Iteration 75Q: 3 clusters Score -3028629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3028637.250000 Penalty: 5095.072266
	Iteration 76Q: 3 clusters Score -3028637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3028636.750000 Penalty: 5095.072266
	Iteration 77Q: 3 clusters Score -3028637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3028639.250000 Penalty: 5095.072266
	Iteration 78Q: 3 clusters Score -3028639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3028637.750000 Penalty: 5095.072266
	Iteration 79Q: 3 clusters Score -3028638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3028635.250000 Penalty: 5095.072266
	Iteration 80F: 3 clusters Score -3028635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3028635.750000 Penalty: 5095.072266
	Iteration 81Q: 3 clusters Score -3028636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3028635.750000 Penalty: 5095.072266
	Iteration 82F: 3 clusters Score -3028636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Entering Unmasked Estep 
Score: -3277355.500000 Penalty: 2550.502686
	Iteration 0F: 2 clusters Score -3277356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -3257127.250000 Penalty: 5101.005371
	Iteration 0F: 3 clusters Score -3257127 nChanged 13273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -3264468.250000 Penalty: 5101.005371
	Iteration 1F: 3 clusters Score -3264468 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3265007.250000 Penalty: 5101.005371
	Iteration 2Q: 3 clusters Score -3265007 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3265505.500000 Penalty: 5101.005371
	Iteration 3Q: 3 clusters Score -3265506 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3266074.500000 Penalty: 5101.005371
	Iteration 4Q: 3 clusters Score -3266074 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -3266789.500000 Penalty: 5101.005371
	Iteration 5Q: 3 clusters Score -3266790 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3267807.750000 Penalty: 5101.005371
	Iteration 6F: 3 clusters Score -3267808 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3269082.500000 Penalty: 5101.005371
	Iteration 7F: 3 clusters Score -3269082 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3270466.500000 Penalty: 5101.005371
	Iteration 8F: 3 clusters Score -3270466 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3271697.500000 Penalty: 5101.005371
	Iteration 9F: 3 clusters Score -3271698 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -3272769.500000 Penalty: 5101.005371
	Iteration 10F: 3 clusters Score -3272770 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -3273687.500000 Penalty: 5101.005371
	Iteration 11Q: 3 clusters Score -3273688 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -3274388.750000 Penalty: 5101.005371
	Iteration 12Q: 3 clusters Score -3274389 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -3275001.250000 Penalty: 5101.005371
	Iteration 13Q: 3 clusters Score -3275001 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3275513.500000 Penalty: 5101.005371
	Iteration 14Q: 3 clusters Score -3275514 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -3275986.000000 Penalty: 5101.005371
	Iteration 15Q: 3 clusters Score -3275986 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -3276370.250000 Penalty: 5101.005371
	Iteration 16Q: 3 clusters Score -3276370 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -3276703.250000 Penalty: 5101.005371
	Iteration 17Q: 3 clusters Score -3276703 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3276933.500000 Penalty: 5101.005371
	Iteration 18Q: 3 clusters Score -3276934 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3277091.000000 Penalty: 5101.005371
	Iteration 19Q: 3 clusters Score -3277091 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3277247.750000 Penalty: 5101.005371
	Iteration 20F: 3 clusters Score -3277248 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3277372.000000 Penalty: 5101.005371
	Iteration 21Q: 3 clusters Score -3277372 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -3277425.250000 Penalty: 5101.005371
	Iteration 22Q: 3 clusters Score -3277425 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3277452.000000 Penalty: 5101.005371
	Iteration 23Q: 3 clusters Score -3277452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -3277478.750000 Penalty: 5101.005371
	Iteration 24Q: 3 clusters Score -3277479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3277490.750000 Penalty: 5101.005371
	Iteration 25Q: 3 clusters Score -3277491 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3277497.000000 Penalty: 5101.005371
	Iteration 26Q: 3 clusters Score -3277497 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -3277507.250000 Penalty: 5101.005371
	Iteration 27Q: 3 clusters Score -3277507 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3277512.750000 Penalty: 5101.005371
	Iteration 28Q: 3 clusters Score -3277513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -3277519.500000 Penalty: 5101.005371
	Iteration 29Q: 3 clusters Score -3277520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -3277528.250000 Penalty: 5101.005371
	Iteration 30Q: 3 clusters Score -3277528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -3277527.250000 Penalty: 5101.005371
	Iteration 31Q: 3 clusters Score -3277527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3277529.750000 Penalty: 5101.005371
	Iteration 32Q: 3 clusters Score -3277530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3277532.750000 Penalty: 5101.005371
	Iteration 33Q: 3 clusters Score -3277533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -3277541.250000 Penalty: 5101.005371
	Iteration 34Q: 3 clusters Score -3277541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -3277542.000000 Penalty: 5101.005371
	Iteration 35Q: 3 clusters Score -3277542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -3277552.000000 Penalty: 5101.005371
	Iteration 36Q: 3 clusters Score -3277552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -3277552.500000 Penalty: 5101.005371
	Iteration 37Q: 3 clusters Score -3277552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3277552.250000 Penalty: 5101.005371
	Iteration 38Q: 3 clusters Score -3277552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -3277546.500000 Penalty: 5101.005371
	Iteration 39Q: 3 clusters Score -3277546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3277548.500000 Penalty: 5101.005371
	Iteration 40F: 3 clusters Score -3277548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3277550.750000 Penalty: 5101.005371
	Iteration 41Q: 3 clusters Score -3277551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3277550.000000 Penalty: 5101.005371
	Iteration 42Q: 3 clusters Score -3277550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -3277550.750000 Penalty: 5101.005371
	Iteration 43Q: 3 clusters Score -3277551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3277553.750000 Penalty: 5101.005371
	Iteration 44Q: 3 clusters Score -3277554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3277554.000000 Penalty: 5101.005371
	Iteration 45Q: 3 clusters Score -3277554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -3277553.500000 Penalty: 5101.005371
	Iteration 46Q: 3 clusters Score -3277554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3277556.750000 Penalty: 5101.005371
	Iteration 47Q: 3 clusters Score -3277557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -3277548.500000 Penalty: 5101.005371
	Iteration 48Q: 3 clusters Score -3277548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3277556.000000 Penalty: 5101.005371
	Iteration 49Q: 3 clusters Score -3277556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3277553.500000 Penalty: 5101.005371
	Iteration 50Q: 3 clusters Score -3277554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3277553.500000 Penalty: 5101.005371
	Iteration 51Q: 3 clusters Score -3277554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -3277550.250000 Penalty: 5101.005371
	Iteration 52Q: 3 clusters Score -3277550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3277553.750000 Penalty: 5101.005371
	Iteration 53Q: 3 clusters Score -3277554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3277553.750000 Penalty: 5101.005371
	Iteration 54F: 3 clusters Score -3277554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28921 members 
Mstep: Class 3 contains 23886 members 
Mstep: Class 4 contains 3984 members 
Mstep: Class 5 contains 7469 members 
Mstep: Class 6 contains 8268 members 
Mstep: Class 7 contains 85529 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 94078 members 
Mstep: Class 11 contains 41495 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 35643 members 
Mstep: Class 14 contains 154660 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30273 members 
Mstep: Class 18 contains 319029 members 
Mstep: Class 19 contains 23916 members 
Mstep: Class 20 contains 21244 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
Score: -98011200.000000 Penalty: 71408.312500
Splitting cluster 3 changes total score from -98011880.000000 to -98011200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Entering Unmasked Estep 
Score: -420607.437500 Penalty: 2055.930420
	Iteration 0F: 2 clusters Score -420607.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -416698.500000 Penalty: 4111.860840
	Iteration 0F: 3 clusters Score -416698.5 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -417547.468750 Penalty: 4111.860840
	Iteration 1F: 3 clusters Score -417547.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -417721.625000 Penalty: 4111.860840
	Iteration 2F: 3 clusters Score -417721.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -417811.406250 Penalty: 4111.860840
	Iteration 3Q: 3 clusters Score -417811.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -417888.343750 Penalty: 4111.860840
	Iteration 4Q: 3 clusters Score -417888.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -417957.218750 Penalty: 4111.860840
	Iteration 5Q: 3 clusters Score -417957.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -418015.343750 Penalty: 4111.860840
	Iteration 6Q: 3 clusters Score -418015.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -418079.437500 Penalty: 4111.860840
	Iteration 7Q: 3 clusters Score -418079.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -418150.562500 Penalty: 4111.860840
	Iteration 8Q: 3 clusters Score -418150.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -418227.906250 Penalty: 4111.860840
	Iteration 9Q: 3 clusters Score -418227.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -418306.781250 Penalty: 4111.860840
	Iteration 10Q: 3 clusters Score -418306.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -418418.562500 Penalty: 4111.860840
	Iteration 11Q: 3 clusters Score -418418.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -418562.375000 Penalty: 4111.860840
	Iteration 12Q: 3 clusters Score -418562.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -418780.218750 Penalty: 4111.860840
	Iteration 13Q: 3 clusters Score -418780.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -419098.843750 Penalty: 4111.860840
	Iteration 14Q: 3 clusters Score -419098.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -419453.875000 Penalty: 4111.860840
	Iteration 15F: 3 clusters Score -419453.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -419690.562500 Penalty: 4111.860840
	Iteration 16Q: 3 clusters Score -419690.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -419831.875000 Penalty: 4111.860840
	Iteration 17Q: 3 clusters Score -419831.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -419909.843750 Penalty: 4111.860840
	Iteration 18Q: 3 clusters Score -419909.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -419963.250000 Penalty: 4111.860840
	Iteration 19Q: 3 clusters Score -419963.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -420004.687500 Penalty: 4111.860840
	Iteration 20F: 3 clusters Score -420004.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -420024.156250 Penalty: 4111.860840
	Iteration 21Q: 3 clusters Score -420024.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -420037.468750 Penalty: 4111.860840
	Iteration 22Q: 3 clusters Score -420037.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -420049.343750 Penalty: 4111.860840
	Iteration 23Q: 3 clusters Score -420049.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -420056.750000 Penalty: 4111.860840
	Iteration 24Q: 3 clusters Score -420056.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -420074.906250 Penalty: 4111.860840
	Iteration 25Q: 3 clusters Score -420074.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -420090.687500 Penalty: 4111.860840
	Iteration 26Q: 3 clusters Score -420090.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -420125.750000 Penalty: 4111.860840
	Iteration 27Q: 3 clusters Score -420125.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -420168.625000 Penalty: 4111.860840
	Iteration 28Q: 3 clusters Score -420168.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -420244.500000 Penalty: 4111.860840
	Iteration 29Q: 3 clusters Score -420244.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -420354.531250 Penalty: 4111.860840
	Iteration 30Q: 3 clusters Score -420354.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -420421.500000 Penalty: 4111.860840
	Iteration 31Q: 3 clusters Score -420421.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -420472.687500 Penalty: 4111.860840
	Iteration 32Q: 3 clusters Score -420472.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -420487.937500 Penalty: 4111.860840
	Iteration 33Q: 3 clusters Score -420487.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -420492.968750 Penalty: 4111.860840
	Iteration 34Q: 3 clusters Score -420493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -420498.093750 Penalty: 4111.860840
	Iteration 35Q: 3 clusters Score -420498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -420499.625000 Penalty: 4111.860840
	Iteration 36Q: 3 clusters Score -420499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -420499.875000 Penalty: 4111.860840
	Iteration 37Q: 3 clusters Score -420499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -420500.375000 Penalty: 4111.860840
	Iteration 38Q: 3 clusters Score -420500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -420500.156250 Penalty: 4111.860840
	Iteration 39Q: 3 clusters Score -420500.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -420500.156250 Penalty: 4111.860840
	Iteration 40F: 3 clusters Score -420500.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Entering Unmasked Estep 
Score: -712713.625000 Penalty: 2211.791992
	Iteration 0F: 2 clusters Score -712713.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -706688.562500 Penalty: 4423.583984
	Iteration 0F: 3 clusters Score -706688.6 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -708468.125000 Penalty: 4423.583984
	Iteration 1F: 3 clusters Score -708468.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -708909.375000 Penalty: 4423.583984
	Iteration 2F: 3 clusters Score -708909.4 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -709514.625000 Penalty: 4423.583984
	Iteration 3F: 3 clusters Score -709514.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -710517.375000 Penalty: 4423.583984
	Iteration 4F: 3 clusters Score -710517.4 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -711495.875000 Penalty: 4423.583984
	Iteration 5F: 3 clusters Score -711495.9 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -712156.250000 Penalty: 4423.583984
	Iteration 6F: 3 clusters Score -712156.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -712486.000000 Penalty: 4423.583984
	Iteration 7F: 3 clusters Score -712486 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -712648.000000 Penalty: 4423.583984
	Iteration 8Q: 3 clusters Score -712648 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -712743.000000 Penalty: 4423.583984
	Iteration 9Q: 3 clusters Score -712743 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -712783.312500 Penalty: 4423.583984
	Iteration 10Q: 3 clusters Score -712783.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -712824.812500 Penalty: 4423.583984
	Iteration 11Q: 3 clusters Score -712824.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -712851.187500 Penalty: 4423.583984
	Iteration 12Q: 3 clusters Score -712851.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -712866.875000 Penalty: 4423.583984
	Iteration 13Q: 3 clusters Score -712866.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -712880.312500 Penalty: 4423.583984
	Iteration 14Q: 3 clusters Score -712880.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -712889.312500 Penalty: 4423.583984
	Iteration 15Q: 3 clusters Score -712889.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -712896.750000 Penalty: 4423.583984
	Iteration 16Q: 3 clusters Score -712896.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -712899.875000 Penalty: 4423.583984
	Iteration 17Q: 3 clusters Score -712899.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -712901.125000 Penalty: 4423.583984
	Iteration 18Q: 3 clusters Score -712901.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -712902.812500 Penalty: 4423.583984
	Iteration 19Q: 3 clusters Score -712902.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -712904.000000 Penalty: 4423.583984
	Iteration 20F: 3 clusters Score -712904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -712906.000000 Penalty: 4423.583984
	Iteration 21Q: 3 clusters Score -712906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -712909.562500 Penalty: 4423.583984
	Iteration 22Q: 3 clusters Score -712909.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -712912.437500 Penalty: 4423.583984
	Iteration 23Q: 3 clusters Score -712912.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -712917.000000 Penalty: 4423.583984
	Iteration 24Q: 3 clusters Score -712917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -712922.750000 Penalty: 4423.583984
	Iteration 25Q: 3 clusters Score -712922.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -712927.187500 Penalty: 4423.583984
	Iteration 26Q: 3 clusters Score -712927.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -712928.937500 Penalty: 4423.583984
	Iteration 27Q: 3 clusters Score -712928.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -712928.250000 Penalty: 4423.583984
	Iteration 28Q: 3 clusters Score -712928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -712931.250000 Penalty: 4423.583984
	Iteration 29Q: 3 clusters Score -712931.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -712931.875000 Penalty: 4423.583984
	Iteration 30Q: 3 clusters Score -712931.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -712935.312500 Penalty: 4423.583984
	Iteration 31Q: 3 clusters Score -712935.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -712934.687500 Penalty: 4423.583984
	Iteration 32Q: 3 clusters Score -712934.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -712939.437500 Penalty: 4423.583984
	Iteration 33Q: 3 clusters Score -712939.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -712942.625000 Penalty: 4423.583984
	Iteration 34Q: 3 clusters Score -712942.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -712945.937500 Penalty: 4423.583984
	Iteration 35Q: 3 clusters Score -712945.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -712950.625000 Penalty: 4423.583984
	Iteration 36Q: 3 clusters Score -712950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -712950.625000 Penalty: 4423.583984
	Iteration 37Q: 3 clusters Score -712950.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -712951.562500 Penalty: 4423.583984
	Iteration 38Q: 3 clusters Score -712951.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -712957.937500 Penalty: 4423.583984
	Iteration 39Q: 3 clusters Score -712957.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -712959.750000 Penalty: 4423.583984
	Iteration 40F: 3 clusters Score -712959.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -712967.437500 Penalty: 4423.583984
	Iteration 41Q: 3 clusters Score -712967.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -712972.500000 Penalty: 4423.583984
	Iteration 42Q: 3 clusters Score -712972.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -712974.687500 Penalty: 4423.583984
	Iteration 43Q: 3 clusters Score -712974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -712975.437500 Penalty: 4423.583984
	Iteration 44Q: 3 clusters Score -712975.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -712978.687500 Penalty: 4423.583984
	Iteration 45Q: 3 clusters Score -712978.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -712981.437500 Penalty: 4423.583984
	Iteration 46Q: 3 clusters Score -712981.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -712983.375000 Penalty: 4423.583984
	Iteration 47Q: 3 clusters Score -712983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -712983.625000 Penalty: 4423.583984
	Iteration 48Q: 3 clusters Score -712983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -712983.500000 Penalty: 4423.583984
	Iteration 49Q: 3 clusters Score -712983.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -712983.875000 Penalty: 4423.583984
	Iteration 50Q: 3 clusters Score -712983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -712983.875000 Penalty: 4423.583984
	Iteration 51F: 3 clusters Score -712983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28921 members 
Mstep: Class 3 contains 29269 members 
Mstep: Class 4 contains 3984 members 
Mstep: Class 5 contains 4088 members 
Mstep: Class 6 contains 8268 members 
Mstep: Class 7 contains 85529 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 94078 members 
Mstep: Class 11 contains 41495 members 
Mstep: Class 12 contains 3381 members 
Mstep: Class 13 contains 35643 members 
Mstep: Class 14 contains 154660 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30273 members 
Mstep: Class 18 contains 319029 members 
Mstep: Class 19 contains 23916 members 
Mstep: Class 20 contains 21244 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
Score: -98010728.000000 Penalty: 71408.312500
Splitting cluster 5 changes total score from -98011880.000000 to -98010728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Entering Unmasked Estep 
Score: -910560.812500 Penalty: 2236.996826
	Iteration 0F: 2 clusters Score -910560.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -903937.125000 Penalty: 4473.993652
	Iteration 0F: 3 clusters Score -903937.1 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -905809.937500 Penalty: 4473.993652
	Iteration 1F: 3 clusters Score -905809.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -906092.812500 Penalty: 4473.993652
	Iteration 2F: 3 clusters Score -906092.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -906297.750000 Penalty: 4473.993652
	Iteration 3F: 3 clusters Score -906297.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -906471.375000 Penalty: 4473.993652
	Iteration 4Q: 3 clusters Score -906471.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -906627.562500 Penalty: 4473.993652
	Iteration 5Q: 3 clusters Score -906627.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -906754.125000 Penalty: 4473.993652
	Iteration 6Q: 3 clusters Score -906754.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -906865.625000 Penalty: 4473.993652
	Iteration 7Q: 3 clusters Score -906865.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -906976.437500 Penalty: 4473.993652
	Iteration 8Q: 3 clusters Score -906976.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -907107.812500 Penalty: 4473.993652
	Iteration 9Q: 3 clusters Score -907107.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -907236.062500 Penalty: 4473.993652
	Iteration 10Q: 3 clusters Score -907236.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -907363.687500 Penalty: 4473.993652
	Iteration 11Q: 3 clusters Score -907363.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -907500.312500 Penalty: 4473.993652
	Iteration 12Q: 3 clusters Score -907500.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -907646.250000 Penalty: 4473.993652
	Iteration 13Q: 3 clusters Score -907646.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -907774.875000 Penalty: 4473.993652
	Iteration 14Q: 3 clusters Score -907774.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -907874.312500 Penalty: 4473.993652
	Iteration 15Q: 3 clusters Score -907874.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -907989.062500 Penalty: 4473.993652
	Iteration 16Q: 3 clusters Score -907989.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -908097.375000 Penalty: 4473.993652
	Iteration 17Q: 3 clusters Score -908097.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -908193.312500 Penalty: 4473.993652
	Iteration 18Q: 3 clusters Score -908193.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -908257.000000 Penalty: 4473.993652
	Iteration 19Q: 3 clusters Score -908257 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -908317.437500 Penalty: 4473.993652
	Iteration 20F: 3 clusters Score -908317.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -908374.187500 Penalty: 4473.993652
	Iteration 21Q: 3 clusters Score -908374.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -908416.312500 Penalty: 4473.993652
	Iteration 22Q: 3 clusters Score -908416.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -908450.312500 Penalty: 4473.993652
	Iteration 23Q: 3 clusters Score -908450.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -908475.062500 Penalty: 4473.993652
	Iteration 24Q: 3 clusters Score -908475.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -908497.187500 Penalty: 4473.993652
	Iteration 25Q: 3 clusters Score -908497.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -908515.187500 Penalty: 4473.993652
	Iteration 26Q: 3 clusters Score -908515.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -908525.375000 Penalty: 4473.993652
	Iteration 27Q: 3 clusters Score -908525.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -908539.250000 Penalty: 4473.993652
	Iteration 28Q: 3 clusters Score -908539.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -908548.937500 Penalty: 4473.993652
	Iteration 29Q: 3 clusters Score -908548.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -908556.125000 Penalty: 4473.993652
	Iteration 30Q: 3 clusters Score -908556.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -908561.937500 Penalty: 4473.993652
	Iteration 31Q: 3 clusters Score -908561.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -908565.875000 Penalty: 4473.993652
	Iteration 32Q: 3 clusters Score -908565.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -908569.562500 Penalty: 4473.993652
	Iteration 33Q: 3 clusters Score -908569.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -908574.687500 Penalty: 4473.993652
	Iteration 34Q: 3 clusters Score -908574.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -908576.812500 Penalty: 4473.993652
	Iteration 35Q: 3 clusters Score -908576.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -908579.500000 Penalty: 4473.993652
	Iteration 36Q: 3 clusters Score -908579.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -908584.187500 Penalty: 4473.993652
	Iteration 37Q: 3 clusters Score -908584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -908588.937500 Penalty: 4473.993652
	Iteration 38Q: 3 clusters Score -908588.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -908591.250000 Penalty: 4473.993652
	Iteration 39Q: 3 clusters Score -908591.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -908596.250000 Penalty: 4473.993652
	Iteration 40F: 3 clusters Score -908596.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -908595.625000 Penalty: 4473.993652
	Iteration 41Q: 3 clusters Score -908595.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -908602.062500 Penalty: 4473.993652
	Iteration 42Q: 3 clusters Score -908602.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -908608.125000 Penalty: 4473.993652
	Iteration 43Q: 3 clusters Score -908608.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -908612.187500 Penalty: 4473.993652
	Iteration 44Q: 3 clusters Score -908612.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -908616.375000 Penalty: 4473.993652
	Iteration 45Q: 3 clusters Score -908616.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -908621.062500 Penalty: 4473.993652
	Iteration 46Q: 3 clusters Score -908621.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -908629.812500 Penalty: 4473.993652
	Iteration 47Q: 3 clusters Score -908629.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -908633.812500 Penalty: 4473.993652
	Iteration 48Q: 3 clusters Score -908633.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -908639.625000 Penalty: 4473.993652
	Iteration 49Q: 3 clusters Score -908639.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -908644.562500 Penalty: 4473.993652
	Iteration 50Q: 3 clusters Score -908644.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -908646.875000 Penalty: 4473.993652
	Iteration 51Q: 3 clusters Score -908646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -908648.375000 Penalty: 4473.993652
	Iteration 52Q: 3 clusters Score -908648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -908649.937500 Penalty: 4473.993652
	Iteration 53Q: 3 clusters Score -908649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -908650.125000 Penalty: 4473.993652
	Iteration 54Q: 3 clusters Score -908650.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -908648.875000 Penalty: 4473.993652
	Iteration 55Q: 3 clusters Score -908648.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -908648.875000 Penalty: 4473.993652
	Iteration 56F: 3 clusters Score -908648.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (85529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85529 members 
Entering Unmasked Estep 
Score: -9679035.000000 Penalty: 2816.439697
	Iteration 0F: 2 clusters Score -9679035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -9621917.000000 Penalty: 5632.879395
	Iteration 0F: 3 clusters Score -9621917 nChanged 40239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -9644653.000000 Penalty: 5632.879395
	Iteration 1F: 3 clusters Score -9644653 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -9645451.000000 Penalty: 5632.879395
	Iteration 2Q: 3 clusters Score -9645451 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -9646508.000000 Penalty: 5632.879395
	Iteration 3Q: 3 clusters Score -9646508 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -9647997.000000 Penalty: 5632.879395
	Iteration 4Q: 3 clusters Score -9647997 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 53961 members 
Entering Unmasked Estep 
Score: -9650374.000000 Penalty: 5632.879395
	Iteration 5F: 3 clusters Score -9650374 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -9654372.000000 Penalty: 5632.879395
	Iteration 6F: 3 clusters Score -9654372 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 65156 members 
Entering Unmasked Estep 
Score: -9660235.000000 Penalty: 5632.879395
	Iteration 7F: 3 clusters Score -9660235 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 71463 members 
Entering Unmasked Estep 
Score: -9666604.000000 Penalty: 5632.879395
	Iteration 8F: 3 clusters Score -9666604 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 76462 members 
Entering Unmasked Estep 
Score: -9671642.000000 Penalty: 5632.879395
	Iteration 9F: 3 clusters Score -9671642 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 79495 members 
Entering Unmasked Estep 
Score: -9674445.000000 Penalty: 5632.879395
	Iteration 10Q: 3 clusters Score -9674445 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 81104 members 
Entering Unmasked Estep 
Score: -9675945.000000 Penalty: 5632.879395
	Iteration 11Q: 3 clusters Score -9675945 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 81972 members 
Entering Unmasked Estep 
Score: -9676673.000000 Penalty: 5632.879395
	Iteration 12Q: 3 clusters Score -9676673 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 82458 members 
Entering Unmasked Estep 
Score: -9677102.000000 Penalty: 5632.879395
	Iteration 13Q: 3 clusters Score -9677102 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 82741 members 
Entering Unmasked Estep 
Score: -9677304.000000 Penalty: 5632.879395
	Iteration 14Q: 3 clusters Score -9677304 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 82943 members 
Entering Unmasked Estep 
Score: -9677459.000000 Penalty: 5632.879395
	Iteration 15Q: 3 clusters Score -9677459 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 83085 members 
Entering Unmasked Estep 
Score: -9677559.000000 Penalty: 5632.879395
	Iteration 16Q: 3 clusters Score -9677559 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 83198 members 
Entering Unmasked Estep 
Score: -9677647.000000 Penalty: 5632.879395
	Iteration 17Q: 3 clusters Score -9677647 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 83266 members 
Entering Unmasked Estep 
Score: -9677651.000000 Penalty: 5632.879395
	Iteration 18Q: 3 clusters Score -9677651 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -9677663.000000 Penalty: 5632.879395
	Iteration 19Q: 3 clusters Score -9677663 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -9677708.000000 Penalty: 5632.879395
	Iteration 20F: 3 clusters Score -9677708 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 83393 members 
Entering Unmasked Estep 
Score: -9677712.000000 Penalty: 5632.879395
	Iteration 21Q: 3 clusters Score -9677712 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 83420 members 
Entering Unmasked Estep 
Score: -9677736.000000 Penalty: 5632.879395
	Iteration 22Q: 3 clusters Score -9677736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 83448 members 
Entering Unmasked Estep 
Score: -9677744.000000 Penalty: 5632.879395
	Iteration 23Q: 3 clusters Score -9677744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 83473 members 
Entering Unmasked Estep 
Score: -9677766.000000 Penalty: 5632.879395
	Iteration 24Q: 3 clusters Score -9677766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 83493 members 
Entering Unmasked Estep 
Score: -9677781.000000 Penalty: 5632.879395
	Iteration 25Q: 3 clusters Score -9677781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -9677787.000000 Penalty: 5632.879395
	Iteration 26Q: 3 clusters Score -9677787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 83509 members 
Entering Unmasked Estep 
Score: -9677784.000000 Penalty: 5632.879395
	Iteration 27Q: 3 clusters Score -9677784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 83527 members 
Entering Unmasked Estep 
Score: -9677797.000000 Penalty: 5632.879395
	Iteration 28Q: 3 clusters Score -9677797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 83546 members 
Entering Unmasked Estep 
Score: -9677801.000000 Penalty: 5632.879395
	Iteration 29Q: 3 clusters Score -9677801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 83560 members 
Entering Unmasked Estep 
Score: -9677803.000000 Penalty: 5632.879395
	Iteration 30Q: 3 clusters Score -9677803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 83572 members 
Entering Unmasked Estep 
Score: -9677805.000000 Penalty: 5632.879395
	Iteration 31Q: 3 clusters Score -9677805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -9677813.000000 Penalty: 5632.879395
	Iteration 32Q: 3 clusters Score -9677813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -9677815.000000 Penalty: 5632.879395
	Iteration 33Q: 3 clusters Score -9677815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 83597 members 
Entering Unmasked Estep 
Score: -9677815.000000 Penalty: 5632.879395
	Iteration 34Q: 3 clusters Score -9677815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 83600 members 
Entering Unmasked Estep 
Score: -9677813.000000 Penalty: 5632.879395
	Iteration 35Q: 3 clusters Score -9677813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -9677817.000000 Penalty: 5632.879395
	Iteration 36Q: 3 clusters Score -9677817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 83609 members 
Entering Unmasked Estep 
Score: -9677812.000000 Penalty: 5632.879395
	Iteration 37Q: 3 clusters Score -9677812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -9677809.000000 Penalty: 5632.879395
	Iteration 38Q: 3 clusters Score -9677809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -9677812.000000 Penalty: 5632.879395
	Iteration 39Q: 3 clusters Score -9677812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -9677813.000000 Penalty: 5632.879395
	Iteration 40F: 3 clusters Score -9677813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -88848.054688 Penalty: 1687.819214
	Iteration 0F: 2 clusters Score -88848.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -86985.289062 Penalty: 3375.638428
	Iteration 0F: 3 clusters Score -86985.29 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -87468.054688 Penalty: 3375.638428
	Iteration 1F: 3 clusters Score -87468.05 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -87684.929688 Penalty: 3375.638428
	Iteration 2F: 3 clusters Score -87684.93 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87832.125000 Penalty: 3375.638428
	Iteration 3F: 3 clusters Score -87832.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -87940.351562 Penalty: 3375.638428
	Iteration 4Q: 3 clusters Score -87940.35 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -88009.585938 Penalty: 3375.638428
	Iteration 5Q: 3 clusters Score -88009.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88045.218750 Penalty: 3375.638428
	Iteration 6Q: 3 clusters Score -88045.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88092.632812 Penalty: 3375.638428
	Iteration 7Q: 3 clusters Score -88092.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88124.617188 Penalty: 3375.638428
	Iteration 8Q: 3 clusters Score -88124.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88181.070312 Penalty: 3375.638428
	Iteration 9Q: 3 clusters Score -88181.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88239.875000 Penalty: 3375.638428
	Iteration 10Q: 3 clusters Score -88239.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88307.132812 Penalty: 3375.638428
	Iteration 11Q: 3 clusters Score -88307.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88416.273438 Penalty: 3375.638428
	Iteration 12Q: 3 clusters Score -88416.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -88479.218750 Penalty: 3375.638428
	Iteration 13Q: 3 clusters Score -88479.22 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88537.617188 Penalty: 3375.638428
	Iteration 14Q: 3 clusters Score -88537.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -88590.750000 Penalty: 3375.638428
	Iteration 15Q: 3 clusters Score -88590.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -88619.187500 Penalty: 3375.638428
	Iteration 16Q: 3 clusters Score -88619.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88628.664062 Penalty: 3375.638428
	Iteration 17Q: 3 clusters Score -88628.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -88633.312500 Penalty: 3375.638428
	Iteration 18Q: 3 clusters Score -88633.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88638.539062 Penalty: 3375.638428
	Iteration 19Q: 3 clusters Score -88638.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88640.000000 Penalty: 3375.638428
	Iteration 20F: 3 clusters Score -88640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -89974.578125 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -89974.58 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 491 members 
Entering Unmasked Estep 
Score: -88078.507812 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -88078.51 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -88388.320312 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -88388.32 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -88529.789062 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -88529.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -88648.976562 Penalty: 3393.441406
	Iteration 3Q: 3 clusters Score -88648.98 nChanged 37
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: -88837.031250 Penalty: 3393.441406
	Iteration 4Q: 3 clusters Score -88837.03 nChanged 42
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: -89028.593750 Penalty: 3393.441406
	Iteration 5Q: 3 clusters Score -89028.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -89100.546875 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -89100.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -89148.101562 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -89148.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -89187.359375 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -89187.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -89217.796875 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -89217.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -89265.320312 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -89265.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -89350.773438 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -89350.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -89409.078125 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -89409.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -89447.937500 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -89447.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -89488.640625 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -89488.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -89521.296875 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -89521.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -89584.320312 Penalty: 3393.441406
	Iteration 16Q: 3 clusters Score -89584.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -89665.929688 Penalty: 3393.441406
	Iteration 17Q: 3 clusters Score -89665.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -89713.046875 Penalty: 3393.441406
	Iteration 18Q: 3 clusters Score -89713.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -89723.125000 Penalty: 3393.441406
	Iteration 19Q: 3 clusters Score -89723.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -89729.109375 Penalty: 3393.441406
	Iteration 20F: 3 clusters Score -89729.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -89730.726562 Penalty: 3393.441406
	Iteration 21Q: 3 clusters Score -89730.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -89730.726562 Penalty: 3393.441406
	Iteration 22F: 3 clusters Score -89730.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94078 members 
Entering Unmasked Estep 
Score: -10677625.000000 Penalty: 2840.066162
	Iteration 0F: 2 clusters Score -1.067762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -10614746.000000 Penalty: 5680.132324
	Iteration 0F: 3 clusters Score -1.061475e+07 nChanged 44406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 50291 members 
Entering Unmasked Estep 
Score: -10639857.000000 Penalty: 5680.132324
	Iteration 1F: 3 clusters Score -1.063986e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -10640916.000000 Penalty: 5680.132324
	Iteration 2Q: 3 clusters Score -1.064092e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -10642288.000000 Penalty: 5680.132324
	Iteration 3Q: 3 clusters Score -1.064229e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -10644731.000000 Penalty: 5680.132324
	Iteration 4F: 3 clusters Score -1.064473e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 64945 members 
Entering Unmasked Estep 
Score: -10649070.000000 Penalty: 5680.132324
	Iteration 5F: 3 clusters Score -1.064907e+07 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 72277 members 
Entering Unmasked Estep 
Score: -10655603.000000 Penalty: 5680.132324
	Iteration 6F: 3 clusters Score -1.06556e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 79912 members 
Entering Unmasked Estep 
Score: -10663202.000000 Penalty: 5680.132324
	Iteration 7F: 3 clusters Score -1.06632e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 85810 members 
Entering Unmasked Estep 
Score: -10669115.000000 Penalty: 5680.132324
	Iteration 8F: 3 clusters Score -1.066912e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
Score: -10672353.000000 Penalty: 5680.132324
	Iteration 9Q: 3 clusters Score -1.067235e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 91038 members 
Entering Unmasked Estep 
Score: -10673754.000000 Penalty: 5680.132324
	Iteration 10Q: 3 clusters Score -1.067375e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 91972 members 
Entering Unmasked Estep 
Score: -10674380.000000 Penalty: 5680.132324
	Iteration 11Q: 3 clusters Score -1.067438e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 92530 members 
Entering Unmasked Estep 
Score: -10674740.000000 Penalty: 5680.132324
	Iteration 12Q: 3 clusters Score -1.067474e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 92812 members 
Entering Unmasked Estep 
Score: -10674891.000000 Penalty: 5680.132324
	Iteration 13Q: 3 clusters Score -1.067489e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -10675009.000000 Penalty: 5680.132324
	Iteration 14Q: 3 clusters Score -1.067501e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 93052 members 
Entering Unmasked Estep 
Score: -10675047.000000 Penalty: 5680.132324
	Iteration 15Q: 3 clusters Score -1.067505e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 93115 members 
Entering Unmasked Estep 
Score: -10675066.000000 Penalty: 5680.132324
	Iteration 16Q: 3 clusters Score -1.067507e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 93169 members 
Entering Unmasked Estep 
Score: -10675109.000000 Penalty: 5680.132324
	Iteration 17Q: 3 clusters Score -1.067511e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 93209 members 
Entering Unmasked Estep 
Score: -10675152.000000 Penalty: 5680.132324
	Iteration 18Q: 3 clusters Score -1.067515e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 93246 members 
Entering Unmasked Estep 
Score: -10675192.000000 Penalty: 5680.132324
	Iteration 19Q: 3 clusters Score -1.067519e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -10675193.000000 Penalty: 5680.132324
	Iteration 20F: 3 clusters Score -1.067519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 93291 members 
Entering Unmasked Estep 
Score: -10675211.000000 Penalty: 5680.132324
	Iteration 21Q: 3 clusters Score -1.067521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 93302 members 
Entering Unmasked Estep 
Score: -10675217.000000 Penalty: 5680.132324
	Iteration 22Q: 3 clusters Score -1.067522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 93319 members 
Entering Unmasked Estep 
Score: -10675240.000000 Penalty: 5680.132324
	Iteration 23Q: 3 clusters Score -1.067524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 93334 members 
Entering Unmasked Estep 
Score: -10675251.000000 Penalty: 5680.132324
	Iteration 24Q: 3 clusters Score -1.067525e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -10675243.000000 Penalty: 5680.132324
	Iteration 25Q: 3 clusters Score -1.067524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 93350 members 
Entering Unmasked Estep 
Score: -10675249.000000 Penalty: 5680.132324
	Iteration 26Q: 3 clusters Score -1.067525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 93353 members 
Entering Unmasked Estep 
Score: -10675244.000000 Penalty: 5680.132324
	Iteration 27Q: 3 clusters Score -1.067524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 93356 members 
Entering Unmasked Estep 
Score: -10675261.000000 Penalty: 5680.132324
	Iteration 28Q: 3 clusters Score -1.067526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 93364 members 
Entering Unmasked Estep 
Score: -10675242.000000 Penalty: 5680.132324
	Iteration 29Q: 3 clusters Score -1.067524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 93367 members 
Entering Unmasked Estep 
Score: -10675238.000000 Penalty: 5680.132324
	Iteration 30Q: 3 clusters Score -1.067524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 93375 members 
Entering Unmasked Estep 
Score: -10675233.000000 Penalty: 5680.132324
	Iteration 31Q: 3 clusters Score -1.067523e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 93381 members 
Entering Unmasked Estep 
Score: -10675240.000000 Penalty: 5680.132324
	Iteration 32Q: 3 clusters Score -1.067524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 93387 members 
Entering Unmasked Estep 
Score: -10675241.000000 Penalty: 5680.132324
	Iteration 33Q: 3 clusters Score -1.067524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 93389 members 
Entering Unmasked Estep 
Score: -10675250.000000 Penalty: 5680.132324
	Iteration 34Q: 3 clusters Score -1.067525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 93394 members 
Entering Unmasked Estep 
Score: -10675249.000000 Penalty: 5680.132324
	Iteration 35Q: 3 clusters Score -1.067525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 93397 members 
Entering Unmasked Estep 
Score: -10675266.000000 Penalty: 5680.132324
	Iteration 36Q: 3 clusters Score -1.067527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 93400 members 
Entering Unmasked Estep 
Score: -10675275.000000 Penalty: 5680.132324
	Iteration 37Q: 3 clusters Score -1.067528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 93403 members 
Entering Unmasked Estep 
Score: -10675270.000000 Penalty: 5680.132324
	Iteration 38Q: 3 clusters Score -1.067527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
Score: -10675275.000000 Penalty: 5680.132324
	Iteration 39Q: 3 clusters Score -1.067528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -10675267.000000 Penalty: 5680.132324
	Iteration 40F: 3 clusters Score -1.067527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -10675274.000000 Penalty: 5680.132324
	Iteration 41Q: 3 clusters Score -1.067527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 93410 members 
Entering Unmasked Estep 
Score: -10675273.000000 Penalty: 5680.132324
	Iteration 42Q: 3 clusters Score -1.067527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -10675286.000000 Penalty: 5680.132324
	Iteration 43Q: 3 clusters Score -1.067529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -10675277.000000 Penalty: 5680.132324
	Iteration 44Q: 3 clusters Score -1.067528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -10675284.000000 Penalty: 5680.132324
	Iteration 45Q: 3 clusters Score -1.067528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -10675284.000000 Penalty: 5680.132324
	Iteration 46F: 3 clusters Score -1.067528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Entering Unmasked Estep 
Score: -4497590.500000 Penalty: 2637.065430
	Iteration 0F: 2 clusters Score -4497590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -4469671.500000 Penalty: 5274.130859
	Iteration 0F: 3 clusters Score -4469672 nChanged 18903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -4479759.500000 Penalty: 5274.130859
	Iteration 1F: 3 clusters Score -4479760 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -4480359.500000 Penalty: 5274.130859
	Iteration 2Q: 3 clusters Score -4480360 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -4480910.000000 Penalty: 5274.130859
	Iteration 3Q: 3 clusters Score -4480910 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -4481575.500000 Penalty: 5274.130859
	Iteration 4Q: 3 clusters Score -4481576 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -4482523.000000 Penalty: 5274.130859
	Iteration 5Q: 3 clusters Score -4482523 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -4483927.500000 Penalty: 5274.130859
	Iteration 6F: 3 clusters Score -4483928 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -4486000.500000 Penalty: 5274.130859
	Iteration 7F: 3 clusters Score -4486000 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -4488723.500000 Penalty: 5274.130859
	Iteration 8F: 3 clusters Score -4488724 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -4491499.000000 Penalty: 5274.130859
	Iteration 9F: 3 clusters Score -4491499 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -4493539.000000 Penalty: 5274.130859
	Iteration 10Q: 3 clusters Score -4493539 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -4494599.500000 Penalty: 5274.130859
	Iteration 11Q: 3 clusters Score -4494600 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -4495065.500000 Penalty: 5274.130859
	Iteration 12Q: 3 clusters Score -4495066 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -4495266.500000 Penalty: 5274.130859
	Iteration 13Q: 3 clusters Score -4495266 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -4495336.500000 Penalty: 5274.130859
	Iteration 14Q: 3 clusters Score -4495336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -4495365.500000 Penalty: 5274.130859
	Iteration 15Q: 3 clusters Score -4495366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -4495403.000000 Penalty: 5274.130859
	Iteration 16Q: 3 clusters Score -4495403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -4495412.000000 Penalty: 5274.130859
	Iteration 17Q: 3 clusters Score -4495412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -4495422.000000 Penalty: 5274.130859
	Iteration 18Q: 3 clusters Score -4495422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -4495440.500000 Penalty: 5274.130859
	Iteration 19Q: 3 clusters Score -4495440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -4495453.000000 Penalty: 5274.130859
	Iteration 20F: 3 clusters Score -4495453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -4495453.500000 Penalty: 5274.130859
	Iteration 21Q: 3 clusters Score -4495454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -4495457.500000 Penalty: 5274.130859
	Iteration 22Q: 3 clusters Score -4495458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -4495457.500000 Penalty: 5274.130859
	Iteration 23F: 3 clusters Score -4495458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Entering Unmasked Estep 
Score: -4018992.500000 Penalty: 2599.364258
	Iteration 0F: 2 clusters Score -4018992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -3994755.500000 Penalty: 5198.728516
	Iteration 0F: 3 clusters Score -3994756 nChanged 16097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -4003761.750000 Penalty: 5198.728516
	Iteration 1F: 3 clusters Score -4003762 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -4004482.750000 Penalty: 5198.728516
	Iteration 2F: 3 clusters Score -4004483 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -4005322.500000 Penalty: 5198.728516
	Iteration 3F: 3 clusters Score -4005322 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -4006554.500000 Penalty: 5198.728516
	Iteration 4F: 3 clusters Score -4006554 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -4008148.500000 Penalty: 5198.728516
	Iteration 5F: 3 clusters Score -4008148 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -4010197.250000 Penalty: 5198.728516
	Iteration 6F: 3 clusters Score -4010197 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -4012422.250000 Penalty: 5198.728516
	Iteration 7F: 3 clusters Score -4012422 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -4014232.500000 Penalty: 5198.728516
	Iteration 8F: 3 clusters Score -4014232 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -4015212.500000 Penalty: 5198.728516
	Iteration 9Q: 3 clusters Score -4015212 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4015723.000000 Penalty: 5198.728516
	Iteration 10Q: 3 clusters Score -4015723 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4016000.750000 Penalty: 5198.728516
	Iteration 11Q: 3 clusters Score -4016001 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -4016171.750000 Penalty: 5198.728516
	Iteration 12Q: 3 clusters Score -4016172 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -4016275.000000 Penalty: 5198.728516
	Iteration 13Q: 3 clusters Score -4016275 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -4016358.750000 Penalty: 5198.728516
	Iteration 14Q: 3 clusters Score -4016359 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4016400.250000 Penalty: 5198.728516
	Iteration 15Q: 3 clusters Score -4016400 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -4016462.500000 Penalty: 5198.728516
	Iteration 16Q: 3 clusters Score -4016462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -4016486.000000 Penalty: 5198.728516
	Iteration 17Q: 3 clusters Score -4016486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -4016518.250000 Penalty: 5198.728516
	Iteration 18Q: 3 clusters Score -4016518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -4016549.250000 Penalty: 5198.728516
	Iteration 19Q: 3 clusters Score -4016549 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -4016573.500000 Penalty: 5198.728516
	Iteration 20F: 3 clusters Score -4016574 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -4016591.250000 Penalty: 5198.728516
	Iteration 21Q: 3 clusters Score -4016591 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -4016618.000000 Penalty: 5198.728516
	Iteration 22Q: 3 clusters Score -4016618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -4016643.000000 Penalty: 5198.728516
	Iteration 23Q: 3 clusters Score -4016643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -4016657.750000 Penalty: 5198.728516
	Iteration 24Q: 3 clusters Score -4016658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -4016668.000000 Penalty: 5198.728516
	Iteration 25Q: 3 clusters Score -4016668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -4016682.000000 Penalty: 5198.728516
	Iteration 26Q: 3 clusters Score -4016682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -4016694.500000 Penalty: 5198.728516
	Iteration 27Q: 3 clusters Score -4016694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -4016697.500000 Penalty: 5198.728516
	Iteration 28Q: 3 clusters Score -4016698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -4016701.500000 Penalty: 5198.728516
	Iteration 29Q: 3 clusters Score -4016702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -4016719.500000 Penalty: 5198.728516
	Iteration 30Q: 3 clusters Score -4016720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4016724.750000 Penalty: 5198.728516
	Iteration 31Q: 3 clusters Score -4016725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4016732.500000 Penalty: 5198.728516
	Iteration 32Q: 3 clusters Score -4016732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -4016730.500000 Penalty: 5198.728516
	Iteration 33Q: 3 clusters Score -4016730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -4016727.750000 Penalty: 5198.728516
	Iteration 34Q: 3 clusters Score -4016728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -4016734.500000 Penalty: 5198.728516
	Iteration 35Q: 3 clusters Score -4016734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -4016739.750000 Penalty: 5198.728516
	Iteration 36Q: 3 clusters Score -4016740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -4016745.250000 Penalty: 5198.728516
	Iteration 37Q: 3 clusters Score -4016745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -4016753.500000 Penalty: 5198.728516
	Iteration 38Q: 3 clusters Score -4016754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -4016755.750000 Penalty: 5198.728516
	Iteration 39Q: 3 clusters Score -4016756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -4016747.000000 Penalty: 5198.728516
	Iteration 40F: 3 clusters Score -4016747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -4016753.250000 Penalty: 5198.728516
	Iteration 41Q: 3 clusters Score -4016753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -4016756.250000 Penalty: 5198.728516
	Iteration 42Q: 3 clusters Score -4016756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -4016753.750000 Penalty: 5198.728516
	Iteration 43Q: 3 clusters Score -4016754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -4016760.000000 Penalty: 5198.728516
	Iteration 44Q: 3 clusters Score -4016760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -4016766.000000 Penalty: 5198.728516
	Iteration 45Q: 3 clusters Score -4016766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -4016760.250000 Penalty: 5198.728516
	Iteration 46Q: 3 clusters Score -4016760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -4016762.500000 Penalty: 5198.728516
	Iteration 47Q: 3 clusters Score -4016762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -4016766.250000 Penalty: 5198.728516
	Iteration 48Q: 3 clusters Score -4016766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -4016769.500000 Penalty: 5198.728516
	Iteration 49Q: 3 clusters Score -4016770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -4016771.000000 Penalty: 5198.728516
	Iteration 50Q: 3 clusters Score -4016771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -4016776.500000 Penalty: 5198.728516
	Iteration 51Q: 3 clusters Score -4016776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -4016774.750000 Penalty: 5198.728516
	Iteration 52Q: 3 clusters Score -4016775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -4016784.000000 Penalty: 5198.728516
	Iteration 53Q: 3 clusters Score -4016784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4016794.750000 Penalty: 5198.728516
	Iteration 54Q: 3 clusters Score -4016795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4016804.250000 Penalty: 5198.728516
	Iteration 55Q: 3 clusters Score -4016804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -4016808.750000 Penalty: 5198.728516
	Iteration 56Q: 3 clusters Score -4016809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -4016813.750000 Penalty: 5198.728516
	Iteration 57Q: 3 clusters Score -4016814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -4016820.250000 Penalty: 5198.728516
	Iteration 58Q: 3 clusters Score -4016820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4016819.250000 Penalty: 5198.728516
	Iteration 59Q: 3 clusters Score -4016819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -4016823.750000 Penalty: 5198.728516
	Iteration 60F: 3 clusters Score -4016824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -4016824.750000 Penalty: 5198.728516
	Iteration 61Q: 3 clusters Score -4016825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -4016825.500000 Penalty: 5198.728516
	Iteration 62Q: 3 clusters Score -4016826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4016824.500000 Penalty: 5198.728516
	Iteration 63Q: 3 clusters Score -4016824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4016827.500000 Penalty: 5198.728516
	Iteration 64Q: 3 clusters Score -4016828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -4016829.250000 Penalty: 5198.728516
	Iteration 65Q: 3 clusters Score -4016829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -4016827.250000 Penalty: 5198.728516
	Iteration 66Q: 3 clusters Score -4016827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -4016827.250000 Penalty: 5198.728516
	Iteration 67F: 3 clusters Score -4016827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (154660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154660 members 
Entering Unmasked Estep 
Score: -17210058.000000 Penalty: 2963.348145
	Iteration 0F: 2 clusters Score -1.721006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 77387 members 
Entering Unmasked Estep 
Score: -17106760.000000 Penalty: 5926.696289
	Iteration 0F: 3 clusters Score -1.710676e+07 nChanged 73825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78002 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -17150260.000000 Penalty: 5926.696289
	Iteration 1F: 3 clusters Score -1.715026e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78251 members 
Mstep: Class 2 contains 76409 members 
Entering Unmasked Estep 
Score: -17151490.000000 Penalty: 5926.696289
	Iteration 2Q: 3 clusters Score -1.715149e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Mstep: Class 2 contains 75996 members 
Entering Unmasked Estep 
Score: -17152950.000000 Penalty: 5926.696289
	Iteration 3Q: 3 clusters Score -1.715295e+07 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79427 members 
Mstep: Class 2 contains 75233 members 
Entering Unmasked Estep 
Score: -17155112.000000 Penalty: 5926.696289
	Iteration 4Q: 3 clusters Score -1.715511e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 73957 members 
Entering Unmasked Estep 
Score: -17158358.000000 Penalty: 5926.696289
	Iteration 5Q: 3 clusters Score -1.715836e+07 nChanged 8300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82851 members 
Mstep: Class 2 contains 71809 members 
Entering Unmasked Estep 
Score: -17163246.000000 Penalty: 5926.696289
	Iteration 6F: 3 clusters Score -1.716325e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85908 members 
Mstep: Class 2 contains 68752 members 
Entering Unmasked Estep 
Score: -17170110.000000 Penalty: 5926.696289
	Iteration 7F: 3 clusters Score -1.717011e+07 nChanged 10568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89638 members 
Mstep: Class 2 contains 65022 members 
Entering Unmasked Estep 
Score: -17178744.000000 Penalty: 5926.696289
	Iteration 8F: 3 clusters Score -1.717874e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93526 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -17187512.000000 Penalty: 5926.696289
	Iteration 9F: 3 clusters Score -1.718751e+07 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96878 members 
Mstep: Class 2 contains 57782 members 
Entering Unmasked Estep 
Score: -17192742.000000 Penalty: 5926.696289
	Iteration 10F: 3 clusters Score -1.719274e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99696 members 
Mstep: Class 2 contains 54964 members 
Entering Unmasked Estep 
Score: -17194770.000000 Penalty: 5926.696289
	Iteration 11Q: 3 clusters Score -1.719477e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102328 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -17196130.000000 Penalty: 5926.696289
	Iteration 12Q: 3 clusters Score -1.719613e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104845 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -17197180.000000 Penalty: 5926.696289
	Iteration 13Q: 3 clusters Score -1.719718e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107323 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -17198226.000000 Penalty: 5926.696289
	Iteration 14Q: 3 clusters Score -1.719823e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109589 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -17199074.000000 Penalty: 5926.696289
	Iteration 15Q: 3 clusters Score -1.719907e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111779 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -17199880.000000 Penalty: 5926.696289
	Iteration 16Q: 3 clusters Score -1.719988e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113793 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -17200388.000000 Penalty: 5926.696289
	Iteration 17Q: 3 clusters Score -1.720039e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115643 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -17201052.000000 Penalty: 5926.696289
	Iteration 18Q: 3 clusters Score -1.720105e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117440 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -17201570.000000 Penalty: 5926.696289
	Iteration 19Q: 3 clusters Score -1.720157e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119116 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -17202018.000000 Penalty: 5926.696289
	Iteration 20F: 3 clusters Score -1.720202e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120677 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -17202488.000000 Penalty: 5926.696289
	Iteration 21Q: 3 clusters Score -1.720249e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122137 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -17202866.000000 Penalty: 5926.696289
	Iteration 22Q: 3 clusters Score -1.720287e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123423 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -17203242.000000 Penalty: 5926.696289
	Iteration 23Q: 3 clusters Score -1.720324e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124647 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -17203478.000000 Penalty: 5926.696289
	Iteration 24Q: 3 clusters Score -1.720348e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125840 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -17203804.000000 Penalty: 5926.696289
	Iteration 25Q: 3 clusters Score -1.72038e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126926 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -17204104.000000 Penalty: 5926.696289
	Iteration 26Q: 3 clusters Score -1.72041e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127936 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -17204316.000000 Penalty: 5926.696289
	Iteration 27Q: 3 clusters Score -1.720432e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128878 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -17204492.000000 Penalty: 5926.696289
	Iteration 28Q: 3 clusters Score -1.720449e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129751 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -17204700.000000 Penalty: 5926.696289
	Iteration 29Q: 3 clusters Score -1.72047e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130550 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -17204868.000000 Penalty: 5926.696289
	Iteration 30Q: 3 clusters Score -1.720487e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131317 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -17204992.000000 Penalty: 5926.696289
	Iteration 31Q: 3 clusters Score -1.720499e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132023 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -17205066.000000 Penalty: 5926.696289
	Iteration 32Q: 3 clusters Score -1.720507e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132658 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -17205178.000000 Penalty: 5926.696289
	Iteration 33Q: 3 clusters Score -1.720518e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133278 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -17205268.000000 Penalty: 5926.696289
	Iteration 34Q: 3 clusters Score -1.720527e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133857 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -17205352.000000 Penalty: 5926.696289
	Iteration 35Q: 3 clusters Score -1.720535e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134423 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -17205480.000000 Penalty: 5926.696289
	Iteration 36Q: 3 clusters Score -1.720548e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134935 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -17205544.000000 Penalty: 5926.696289
	Iteration 37Q: 3 clusters Score -1.720554e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135449 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -17205624.000000 Penalty: 5926.696289
	Iteration 38Q: 3 clusters Score -1.720562e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135978 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -17205684.000000 Penalty: 5926.696289
	Iteration 39Q: 3 clusters Score -1.720568e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136473 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -17205752.000000 Penalty: 5926.696289
	Iteration 40F: 3 clusters Score -1.720575e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136943 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -17205838.000000 Penalty: 5926.696289
	Iteration 41Q: 3 clusters Score -1.720584e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137362 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -17205924.000000 Penalty: 5926.696289
	Iteration 42Q: 3 clusters Score -1.720592e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137764 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -17206002.000000 Penalty: 5926.696289
	Iteration 43Q: 3 clusters Score -1.7206e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138164 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -17205986.000000 Penalty: 5926.696289
	Iteration 44Q: 3 clusters Score -1.720599e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138521 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -17206088.000000 Penalty: 5926.696289
	Iteration 45Q: 3 clusters Score -1.720609e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138857 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -17206114.000000 Penalty: 5926.696289
	Iteration 46Q: 3 clusters Score -1.720611e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139154 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -17206156.000000 Penalty: 5926.696289
	Iteration 47Q: 3 clusters Score -1.720616e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139468 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -17206218.000000 Penalty: 5926.696289
	Iteration 48Q: 3 clusters Score -1.720622e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139800 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -17206298.000000 Penalty: 5926.696289
	Iteration 49Q: 3 clusters Score -1.72063e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140138 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -17206362.000000 Penalty: 5926.696289
	Iteration 50Q: 3 clusters Score -1.720636e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140477 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -17206422.000000 Penalty: 5926.696289
	Iteration 51Q: 3 clusters Score -1.720642e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140808 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -17206482.000000 Penalty: 5926.696289
	Iteration 52Q: 3 clusters Score -1.720648e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141129 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -17206496.000000 Penalty: 5926.696289
	Iteration 53Q: 3 clusters Score -1.72065e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141477 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -17206556.000000 Penalty: 5926.696289
	Iteration 54Q: 3 clusters Score -1.720656e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141828 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -17206604.000000 Penalty: 5926.696289
	Iteration 55Q: 3 clusters Score -1.72066e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142169 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -17206702.000000 Penalty: 5926.696289
	Iteration 56Q: 3 clusters Score -1.72067e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142522 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -17206764.000000 Penalty: 5926.696289
	Iteration 57Q: 3 clusters Score -1.720676e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142883 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -17206808.000000 Penalty: 5926.696289
	Iteration 58Q: 3 clusters Score -1.720681e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143241 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -17206864.000000 Penalty: 5926.696289
	Iteration 59Q: 3 clusters Score -1.720686e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143580 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -17206908.000000 Penalty: 5926.696289
	Iteration 60F: 3 clusters Score -1.720691e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143903 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -17206948.000000 Penalty: 5926.696289
	Iteration 61Q: 3 clusters Score -1.720695e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144218 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -17206970.000000 Penalty: 5926.696289
	Iteration 62Q: 3 clusters Score -1.720697e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144519 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -17207042.000000 Penalty: 5926.696289
	Iteration 63Q: 3 clusters Score -1.720704e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144806 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -17207090.000000 Penalty: 5926.696289
	Iteration 64Q: 3 clusters Score -1.720709e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145072 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -17207138.000000 Penalty: 5926.696289
	Iteration 65Q: 3 clusters Score -1.720714e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145343 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -17207150.000000 Penalty: 5926.696289
	Iteration 66Q: 3 clusters Score -1.720715e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145598 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -17207192.000000 Penalty: 5926.696289
	Iteration 67Q: 3 clusters Score -1.720719e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145858 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -17207246.000000 Penalty: 5926.696289
	Iteration 68Q: 3 clusters Score -1.720725e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146099 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -17207266.000000 Penalty: 5926.696289
	Iteration 69Q: 3 clusters Score -1.720727e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146353 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -17207320.000000 Penalty: 5926.696289
	Iteration 70Q: 3 clusters Score -1.720732e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146627 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -17207372.000000 Penalty: 5926.696289
	Iteration 71Q: 3 clusters Score -1.720737e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146887 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -17207418.000000 Penalty: 5926.696289
	Iteration 72Q: 3 clusters Score -1.720742e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147141 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -17207476.000000 Penalty: 5926.696289
	Iteration 73Q: 3 clusters Score -1.720748e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147355 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -17207480.000000 Penalty: 5926.696289
	Iteration 74Q: 3 clusters Score -1.720748e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147593 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -17207530.000000 Penalty: 5926.696289
	Iteration 75Q: 3 clusters Score -1.720753e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147823 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -17207638.000000 Penalty: 5926.696289
	Iteration 76Q: 3 clusters Score -1.720764e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148026 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -17207616.000000 Penalty: 5926.696289
	Iteration 77Q: 3 clusters Score -1.720762e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148207 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -17207628.000000 Penalty: 5926.696289
	Iteration 78Q: 3 clusters Score -1.720763e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148356 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -17207656.000000 Penalty: 5926.696289
	Iteration 79Q: 3 clusters Score -1.720766e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148534 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -17207632.000000 Penalty: 5926.696289
	Iteration 80F: 3 clusters Score -1.720763e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148717 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -17207668.000000 Penalty: 5926.696289
	Iteration 81Q: 3 clusters Score -1.720767e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148919 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -17207676.000000 Penalty: 5926.696289
	Iteration 82Q: 3 clusters Score -1.720768e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149104 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -17207732.000000 Penalty: 5926.696289
	Iteration 83Q: 3 clusters Score -1.720773e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149286 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -17207774.000000 Penalty: 5926.696289
	Iteration 84Q: 3 clusters Score -1.720777e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149470 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -17207780.000000 Penalty: 5926.696289
	Iteration 85Q: 3 clusters Score -1.720778e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149634 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -17207804.000000 Penalty: 5926.696289
	Iteration 86Q: 3 clusters Score -1.72078e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149779 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -17207784.000000 Penalty: 5926.696289
	Iteration 87Q: 3 clusters Score -1.720778e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149904 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -17207816.000000 Penalty: 5926.696289
	Iteration 88Q: 3 clusters Score -1.720782e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150026 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -17207874.000000 Penalty: 5926.696289
	Iteration 89Q: 3 clusters Score -1.720787e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150135 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -17207914.000000 Penalty: 5926.696289
	Iteration 90Q: 3 clusters Score -1.720791e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150237 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -17207898.000000 Penalty: 5926.696289
	Iteration 91Q: 3 clusters Score -1.72079e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150341 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -17207920.000000 Penalty: 5926.696289
	Iteration 92Q: 3 clusters Score -1.720792e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150428 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -17207962.000000 Penalty: 5926.696289
	Iteration 93Q: 3 clusters Score -1.720796e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150507 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -17207952.000000 Penalty: 5926.696289
	Iteration 94Q: 3 clusters Score -1.720795e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150578 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -17207938.000000 Penalty: 5926.696289
	Iteration 95Q: 3 clusters Score -1.720794e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150641 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -17207944.000000 Penalty: 5926.696289
	Iteration 96Q: 3 clusters Score -1.720794e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150703 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -17207936.000000 Penalty: 5926.696289
	Iteration 97Q: 3 clusters Score -1.720794e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150767 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -17207950.000000 Penalty: 5926.696289
	Iteration 98Q: 3 clusters Score -1.720795e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150828 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -17207962.000000 Penalty: 5926.696289
	Iteration 99Q: 3 clusters Score -1.720796e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150902 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -17207984.000000 Penalty: 5926.696289
	Iteration 100F: 3 clusters Score -1.720798e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150972 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -17208010.000000 Penalty: 5926.696289
	Iteration 101Q: 3 clusters Score -1.720801e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151039 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -17207992.000000 Penalty: 5926.696289
	Iteration 102Q: 3 clusters Score -1.720799e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151099 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -17208006.000000 Penalty: 5926.696289
	Iteration 103Q: 3 clusters Score -1.720801e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151157 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -17208018.000000 Penalty: 5926.696289
	Iteration 104Q: 3 clusters Score -1.720802e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151218 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -17207996.000000 Penalty: 5926.696289
	Iteration 105Q: 3 clusters Score -1.7208e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151267 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -17208008.000000 Penalty: 5926.696289
	Iteration 106Q: 3 clusters Score -1.720801e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151317 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -17208018.000000 Penalty: 5926.696289
	Iteration 107Q: 3 clusters Score -1.720802e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151374 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -17208018.000000 Penalty: 5926.696289
	Iteration 108Q: 3 clusters Score -1.720802e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151427 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -17208008.000000 Penalty: 5926.696289
	Iteration 109Q: 3 clusters Score -1.720801e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151477 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -17208032.000000 Penalty: 5926.696289
	Iteration 110Q: 3 clusters Score -1.720803e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151532 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -17208028.000000 Penalty: 5926.696289
	Iteration 111Q: 3 clusters Score -1.720803e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151583 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -17208022.000000 Penalty: 5926.696289
	Iteration 112Q: 3 clusters Score -1.720802e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151635 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -17208024.000000 Penalty: 5926.696289
	Iteration 113Q: 3 clusters Score -1.720802e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151672 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -17208020.000000 Penalty: 5926.696289
	Iteration 114Q: 3 clusters Score -1.720802e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151714 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -17208038.000000 Penalty: 5926.696289
	Iteration 115Q: 3 clusters Score -1.720804e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151754 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -17208046.000000 Penalty: 5926.696289
	Iteration 116Q: 3 clusters Score -1.720805e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151800 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -17208062.000000 Penalty: 5926.696289
	Iteration 117Q: 3 clusters Score -1.720806e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151838 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -17208086.000000 Penalty: 5926.696289
	Iteration 118Q: 3 clusters Score -1.720809e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151862 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -17208072.000000 Penalty: 5926.696289
	Iteration 119Q: 3 clusters Score -1.720807e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151891 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -17208072.000000 Penalty: 5926.696289
	Iteration 120F: 3 clusters Score -1.720807e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151910 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -17208080.000000 Penalty: 5926.696289
	Iteration 121Q: 3 clusters Score -1.720808e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151933 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -17208096.000000 Penalty: 5926.696289
	Iteration 122Q: 3 clusters Score -1.72081e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151948 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -17208098.000000 Penalty: 5926.696289
	Iteration 123Q: 3 clusters Score -1.72081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151956 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -17208088.000000 Penalty: 5926.696289
	Iteration 124Q: 3 clusters Score -1.720809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151963 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -17208092.000000 Penalty: 5926.696289
	Iteration 125Q: 3 clusters Score -1.720809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151972 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -17208092.000000 Penalty: 5926.696289
	Iteration 126Q: 3 clusters Score -1.720809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151982 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -17208094.000000 Penalty: 5926.696289
	Iteration 127Q: 3 clusters Score -1.720809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151989 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -17208082.000000 Penalty: 5926.696289
	Iteration 128Q: 3 clusters Score -1.720808e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151996 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -17208094.000000 Penalty: 5926.696289
	Iteration 129Q: 3 clusters Score -1.720809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152010 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -17208104.000000 Penalty: 5926.696289
	Iteration 130Q: 3 clusters Score -1.72081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152017 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -17208092.000000 Penalty: 5926.696289
	Iteration 131Q: 3 clusters Score -1.720809e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152018 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -17208100.000000 Penalty: 5926.696289
	Iteration 132Q: 3 clusters Score -1.72081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152027 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -17208094.000000 Penalty: 5926.696289
	Iteration 133Q: 3 clusters Score -1.720809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152034 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -17208098.000000 Penalty: 5926.696289
	Iteration 134Q: 3 clusters Score -1.72081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152040 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -17208102.000000 Penalty: 5926.696289
	Iteration 135Q: 3 clusters Score -1.72081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152047 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -17208094.000000 Penalty: 5926.696289
	Iteration 136Q: 3 clusters Score -1.720809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152052 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -17208110.000000 Penalty: 5926.696289
	Iteration 137Q: 3 clusters Score -1.720811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152061 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -17208104.000000 Penalty: 5926.696289
	Iteration 138Q: 3 clusters Score -1.72081e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152071 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -17208106.000000 Penalty: 5926.696289
	Iteration 139Q: 3 clusters Score -1.720811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152080 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -17208094.000000 Penalty: 5926.696289
	Iteration 140F: 3 clusters Score -1.720809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152090 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -17208098.000000 Penalty: 5926.696289
	Iteration 141Q: 3 clusters Score -1.72081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152097 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -17208090.000000 Penalty: 5926.696289
	Iteration 142Q: 3 clusters Score -1.720809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152104 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -17208088.000000 Penalty: 5926.696289
	Iteration 143Q: 3 clusters Score -1.720809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152110 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -17208090.000000 Penalty: 5926.696289
	Iteration 144Q: 3 clusters Score -1.720809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152116 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -17208110.000000 Penalty: 5926.696289
	Iteration 145Q: 3 clusters Score -1.720811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152121 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -17208118.000000 Penalty: 5926.696289
	Iteration 146Q: 3 clusters Score -1.720812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152126 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -17208114.000000 Penalty: 5926.696289
	Iteration 147Q: 3 clusters Score -1.720811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152134 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -17208112.000000 Penalty: 5926.696289
	Iteration 148Q: 3 clusters Score -1.720811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152141 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -17208104.000000 Penalty: 5926.696289
	Iteration 149Q: 3 clusters Score -1.72081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152148 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -17208112.000000 Penalty: 5926.696289
	Iteration 150Q: 3 clusters Score -1.720811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152154 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -17208112.000000 Penalty: 5926.696289
	Iteration 151Q: 3 clusters Score -1.720811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152161 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -17208112.000000 Penalty: 5926.696289
	Iteration 152Q: 3 clusters Score -1.720811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152164 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -17208102.000000 Penalty: 5926.696289
	Iteration 153Q: 3 clusters Score -1.72081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152168 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -17208104.000000 Penalty: 5926.696289
	Iteration 154Q: 3 clusters Score -1.72081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152170 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -17208114.000000 Penalty: 5926.696289
	Iteration 155Q: 3 clusters Score -1.720811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152171 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -17208104.000000 Penalty: 5926.696289
	Iteration 156Q: 3 clusters Score -1.72081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152175 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -17208102.000000 Penalty: 5926.696289
	Iteration 157Q: 3 clusters Score -1.72081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152181 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -17208092.000000 Penalty: 5926.696289
	Iteration 158Q: 3 clusters Score -1.720809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152188 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -17208096.000000 Penalty: 5926.696289
	Iteration 159Q: 3 clusters Score -1.72081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152187 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -17208112.000000 Penalty: 5926.696289
	Iteration 160F: 3 clusters Score -1.720811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152188 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -17208102.000000 Penalty: 5926.696289
	Iteration 161Q: 3 clusters Score -1.72081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152190 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -17208102.000000 Penalty: 5926.696289
	Iteration 162Q: 3 clusters Score -1.72081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152195 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -17208100.000000 Penalty: 5926.696289
	Iteration 163Q: 3 clusters Score -1.72081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152199 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -17208102.000000 Penalty: 5926.696289
	Iteration 164Q: 3 clusters Score -1.72081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152207 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -17208106.000000 Penalty: 5926.696289
	Iteration 165Q: 3 clusters Score -1.720811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152214 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -17208080.000000 Penalty: 5926.696289
	Iteration 166Q: 3 clusters Score -1.720808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152220 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -17208084.000000 Penalty: 5926.696289
	Iteration 167Q: 3 clusters Score -1.720808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -17208090.000000 Penalty: 5926.696289
	Iteration 168Q: 3 clusters Score -1.720809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152226 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -17208096.000000 Penalty: 5926.696289
	Iteration 169Q: 3 clusters Score -1.72081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -17208094.000000 Penalty: 5926.696289
	Iteration 170Q: 3 clusters Score -1.720809e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152224 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -17208094.000000 Penalty: 5926.696289
	Iteration 171F: 3 clusters Score -1.720809e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Entering Unmasked Estep 
Score: -1042034.437500 Penalty: 2265.445801
	Iteration 0F: 2 clusters Score -1042034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1034764.187500 Penalty: 4530.891602
	Iteration 0F: 3 clusters Score -1034764 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1036807.187500 Penalty: 4530.891602
	Iteration 1F: 3 clusters Score -1036807 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1037176.500000 Penalty: 4530.891602
	Iteration 2F: 3 clusters Score -1037176 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1037528.250000 Penalty: 4530.891602
	Iteration 3F: 3 clusters Score -1037528 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1037886.250000 Penalty: 4530.891602
	Iteration 4F: 3 clusters Score -1037886 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1038236.625000 Penalty: 4530.891602
	Iteration 5F: 3 clusters Score -1038237 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1038603.437500 Penalty: 4530.891602
	Iteration 6F: 3 clusters Score -1038603 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1038979.687500 Penalty: 4530.891602
	Iteration 7F: 3 clusters Score -1038980 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1039333.250000 Penalty: 4530.891602
	Iteration 8Q: 3 clusters Score -1039333 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1039618.875000 Penalty: 4530.891602
	Iteration 9Q: 3 clusters Score -1039619 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1039846.437500 Penalty: 4530.891602
	Iteration 10Q: 3 clusters Score -1039846 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1040008.500000 Penalty: 4530.891602
	Iteration 11Q: 3 clusters Score -1040008 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1040132.375000 Penalty: 4530.891602
	Iteration 12Q: 3 clusters Score -1040132 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1040211.687500 Penalty: 4530.891602
	Iteration 13Q: 3 clusters Score -1040212 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1040264.750000 Penalty: 4530.891602
	Iteration 14Q: 3 clusters Score -1040265 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1040298.062500 Penalty: 4530.891602
	Iteration 15Q: 3 clusters Score -1040298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1040324.875000 Penalty: 4530.891602
	Iteration 16Q: 3 clusters Score -1040325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1040341.625000 Penalty: 4530.891602
	Iteration 17Q: 3 clusters Score -1040342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1040353.000000 Penalty: 4530.891602
	Iteration 18Q: 3 clusters Score -1040353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1040359.812500 Penalty: 4530.891602
	Iteration 19Q: 3 clusters Score -1040360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1040368.812500 Penalty: 4530.891602
	Iteration 20F: 3 clusters Score -1040369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1040371.812500 Penalty: 4530.891602
	Iteration 21Q: 3 clusters Score -1040372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1040375.375000 Penalty: 4530.891602
	Iteration 22Q: 3 clusters Score -1040375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1040375.687500 Penalty: 4530.891602
	Iteration 23Q: 3 clusters Score -1040376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1040375.687500 Penalty: 4530.891602
	Iteration 24F: 3 clusters Score -1040376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Entering Unmasked Estep 
Score: -301747.781250 Penalty: 1963.277832
	Iteration 0F: 2 clusters Score -301747.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -298636.281250 Penalty: 3926.555664
	Iteration 0F: 3 clusters Score -298636.3 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -299222.218750 Penalty: 3926.555664
	Iteration 1F: 3 clusters Score -299222.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -299377.812500 Penalty: 3926.555664
	Iteration 2F: 3 clusters Score -299377.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -299463.000000 Penalty: 3926.555664
	Iteration 3Q: 3 clusters Score -299463 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -299517.843750 Penalty: 3926.555664
	Iteration 4Q: 3 clusters Score -299517.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -299557.343750 Penalty: 3926.555664
	Iteration 5Q: 3 clusters Score -299557.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -299583.156250 Penalty: 3926.555664
	Iteration 6Q: 3 clusters Score -299583.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -299605.093750 Penalty: 3926.555664
	Iteration 7Q: 3 clusters Score -299605.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -299621.843750 Penalty: 3926.555664
	Iteration 8Q: 3 clusters Score -299621.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -299638.500000 Penalty: 3926.555664
	Iteration 9Q: 3 clusters Score -299638.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -299654.687500 Penalty: 3926.555664
	Iteration 10Q: 3 clusters Score -299654.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -299677.593750 Penalty: 3926.555664
	Iteration 11Q: 3 clusters Score -299677.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -299696.781250 Penalty: 3926.555664
	Iteration 12Q: 3 clusters Score -299696.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -299712.187500 Penalty: 3926.555664
	Iteration 13Q: 3 clusters Score -299712.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -299723.812500 Penalty: 3926.555664
	Iteration 14Q: 3 clusters Score -299723.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -299734.937500 Penalty: 3926.555664
	Iteration 15Q: 3 clusters Score -299734.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -299748.437500 Penalty: 3926.555664
	Iteration 16Q: 3 clusters Score -299748.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -299759.718750 Penalty: 3926.555664
	Iteration 17Q: 3 clusters Score -299759.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -299774.937500 Penalty: 3926.555664
	Iteration 18Q: 3 clusters Score -299774.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -299786.343750 Penalty: 3926.555664
	Iteration 19Q: 3 clusters Score -299786.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -299803.031250 Penalty: 3926.555664
	Iteration 20F: 3 clusters Score -299803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -299824.812500 Penalty: 3926.555664
	Iteration 21Q: 3 clusters Score -299824.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -299854.718750 Penalty: 3926.555664
	Iteration 22Q: 3 clusters Score -299854.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -299895.937500 Penalty: 3926.555664
	Iteration 23Q: 3 clusters Score -299895.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -299933.218750 Penalty: 3926.555664
	Iteration 24Q: 3 clusters Score -299933.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -299979.125000 Penalty: 3926.555664
	Iteration 25Q: 3 clusters Score -299979.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -300025.375000 Penalty: 3926.555664
	Iteration 26Q: 3 clusters Score -300025.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -300073.125000 Penalty: 3926.555664
	Iteration 27Q: 3 clusters Score -300073.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -300120.156250 Penalty: 3926.555664
	Iteration 28Q: 3 clusters Score -300120.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -300166.375000 Penalty: 3926.555664
	Iteration 29Q: 3 clusters Score -300166.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -300212.406250 Penalty: 3926.555664
	Iteration 30Q: 3 clusters Score -300212.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -300255.718750 Penalty: 3926.555664
	Iteration 31Q: 3 clusters Score -300255.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -300295.875000 Penalty: 3926.555664
	Iteration 32Q: 3 clusters Score -300295.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -300331.968750 Penalty: 3926.555664
	Iteration 33Q: 3 clusters Score -300332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -300365.093750 Penalty: 3926.555664
	Iteration 34Q: 3 clusters Score -300365.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -300391.375000 Penalty: 3926.555664
	Iteration 35Q: 3 clusters Score -300391.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -300421.937500 Penalty: 3926.555664
	Iteration 36Q: 3 clusters Score -300421.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -300455.875000 Penalty: 3926.555664
	Iteration 37Q: 3 clusters Score -300455.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -300480.843750 Penalty: 3926.555664
	Iteration 38Q: 3 clusters Score -300480.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -300511.250000 Penalty: 3926.555664
	Iteration 39Q: 3 clusters Score -300511.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -300544.250000 Penalty: 3926.555664
	Iteration 40F: 3 clusters Score -300544.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -300588.718750 Penalty: 3926.555664
	Iteration 41Q: 3 clusters Score -300588.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -300640.093750 Penalty: 3926.555664
	Iteration 42Q: 3 clusters Score -300640.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -300708.406250 Penalty: 3926.555664
	Iteration 43Q: 3 clusters Score -300708.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -300778.937500 Penalty: 3926.555664
	Iteration 44Q: 3 clusters Score -300778.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -300831.031250 Penalty: 3926.555664
	Iteration 45Q: 3 clusters Score -300831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -300875.718750 Penalty: 3926.555664
	Iteration 46Q: 3 clusters Score -300875.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -300915.187500 Penalty: 3926.555664
	Iteration 47Q: 3 clusters Score -300915.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -300953.000000 Penalty: 3926.555664
	Iteration 48Q: 3 clusters Score -300953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -300983.156250 Penalty: 3926.555664
	Iteration 49Q: 3 clusters Score -300983.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -301020.375000 Penalty: 3926.555664
	Iteration 50Q: 3 clusters Score -301020.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -301050.937500 Penalty: 3926.555664
	Iteration 51Q: 3 clusters Score -301050.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -301070.625000 Penalty: 3926.555664
	Iteration 52Q: 3 clusters Score -301070.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -301085.187500 Penalty: 3926.555664
	Iteration 53Q: 3 clusters Score -301085.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -301100.500000 Penalty: 3926.555664
	Iteration 54Q: 3 clusters Score -301100.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -301107.125000 Penalty: 3926.555664
	Iteration 55Q: 3 clusters Score -301107.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -301117.968750 Penalty: 3926.555664
	Iteration 56Q: 3 clusters Score -301118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -301122.875000 Penalty: 3926.555664
	Iteration 57Q: 3 clusters Score -301122.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -301126.187500 Penalty: 3926.555664
	Iteration 58Q: 3 clusters Score -301126.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -301132.093750 Penalty: 3926.555664
	Iteration 59Q: 3 clusters Score -301132.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -301137.687500 Penalty: 3926.555664
	Iteration 60F: 3 clusters Score -301137.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -301139.187500 Penalty: 3926.555664
	Iteration 61Q: 3 clusters Score -301139.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -301139.281250 Penalty: 3926.555664
	Iteration 62Q: 3 clusters Score -301139.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -301139.281250 Penalty: 3926.555664
	Iteration 63F: 3 clusters Score -301139.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Entering Unmasked Estep 
Score: -3430237.250000 Penalty: 2558.866699
	Iteration 0F: 2 clusters Score -3430237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -3409572.250000 Penalty: 5117.733398
	Iteration 0F: 3 clusters Score -3409572 nChanged 13569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -3416904.500000 Penalty: 5117.733398
	Iteration 1F: 3 clusters Score -3416904 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3417353.000000 Penalty: 5117.733398
	Iteration 2Q: 3 clusters Score -3417353 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -3417740.000000 Penalty: 5117.733398
	Iteration 3Q: 3 clusters Score -3417740 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -3418177.750000 Penalty: 5117.733398
	Iteration 4Q: 3 clusters Score -3418178 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3418749.000000 Penalty: 5117.733398
	Iteration 5Q: 3 clusters Score -3418749 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3419587.750000 Penalty: 5117.733398
	Iteration 6Q: 3 clusters Score -3419588 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -3420533.500000 Penalty: 5117.733398
	Iteration 7Q: 3 clusters Score -3420534 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -3421686.750000 Penalty: 5117.733398
	Iteration 8F: 3 clusters Score -3421687 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -3422899.250000 Penalty: 5117.733398
	Iteration 9F: 3 clusters Score -3422899 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -3424081.000000 Penalty: 5117.733398
	Iteration 10Q: 3 clusters Score -3424081 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3425039.500000 Penalty: 5117.733398
	Iteration 11Q: 3 clusters Score -3425040 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3425780.750000 Penalty: 5117.733398
	Iteration 12Q: 3 clusters Score -3425781 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -3426256.750000 Penalty: 5117.733398
	Iteration 13Q: 3 clusters Score -3426257 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3426620.500000 Penalty: 5117.733398
	Iteration 14Q: 3 clusters Score -3426620 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3426875.250000 Penalty: 5117.733398
	Iteration 15Q: 3 clusters Score -3426875 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3427091.250000 Penalty: 5117.733398
	Iteration 16Q: 3 clusters Score -3427091 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3427254.000000 Penalty: 5117.733398
	Iteration 17Q: 3 clusters Score -3427254 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3427398.500000 Penalty: 5117.733398
	Iteration 18Q: 3 clusters Score -3427398 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3427514.250000 Penalty: 5117.733398
	Iteration 19Q: 3 clusters Score -3427514 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3427619.750000 Penalty: 5117.733398
	Iteration 20F: 3 clusters Score -3427620 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3427703.500000 Penalty: 5117.733398
	Iteration 21Q: 3 clusters Score -3427704 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3427760.500000 Penalty: 5117.733398
	Iteration 22Q: 3 clusters Score -3427760 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3427818.750000 Penalty: 5117.733398
	Iteration 23Q: 3 clusters Score -3427819 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3427857.750000 Penalty: 5117.733398
	Iteration 24Q: 3 clusters Score -3427858 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3427891.000000 Penalty: 5117.733398
	Iteration 25Q: 3 clusters Score -3427891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3427913.500000 Penalty: 5117.733398
	Iteration 26Q: 3 clusters Score -3427914 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3427935.250000 Penalty: 5117.733398
	Iteration 27Q: 3 clusters Score -3427935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3427948.000000 Penalty: 5117.733398
	Iteration 28Q: 3 clusters Score -3427948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -3427974.750000 Penalty: 5117.733398
	Iteration 29Q: 3 clusters Score -3427975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3427987.250000 Penalty: 5117.733398
	Iteration 30Q: 3 clusters Score -3427987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3427993.500000 Penalty: 5117.733398
	Iteration 31Q: 3 clusters Score -3427994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3427998.500000 Penalty: 5117.733398
	Iteration 32Q: 3 clusters Score -3427998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3428008.750000 Penalty: 5117.733398
	Iteration 33Q: 3 clusters Score -3428009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3428012.500000 Penalty: 5117.733398
	Iteration 34Q: 3 clusters Score -3428012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3428016.000000 Penalty: 5117.733398
	Iteration 35Q: 3 clusters Score -3428016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3428023.500000 Penalty: 5117.733398
	Iteration 36Q: 3 clusters Score -3428024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3428026.250000 Penalty: 5117.733398
	Iteration 37Q: 3 clusters Score -3428026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3428029.750000 Penalty: 5117.733398
	Iteration 38Q: 3 clusters Score -3428030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3428033.500000 Penalty: 5117.733398
	Iteration 39Q: 3 clusters Score -3428034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3428035.750000 Penalty: 5117.733398
	Iteration 40F: 3 clusters Score -3428036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3428031.000000 Penalty: 5117.733398
	Iteration 41Q: 3 clusters Score -3428031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3428037.750000 Penalty: 5117.733398
	Iteration 42Q: 3 clusters Score -3428038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3428036.750000 Penalty: 5117.733398
	Iteration 43Q: 3 clusters Score -3428037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3428037.500000 Penalty: 5117.733398
	Iteration 44Q: 3 clusters Score -3428038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3428038.250000 Penalty: 5117.733398
	Iteration 45Q: 3 clusters Score -3428038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3428036.750000 Penalty: 5117.733398
	Iteration 46Q: 3 clusters Score -3428037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3428041.250000 Penalty: 5117.733398
	Iteration 47Q: 3 clusters Score -3428041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3428041.250000 Penalty: 5117.733398
	Iteration 48F: 3 clusters Score -3428041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (319029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319029 members 
Entering Unmasked Estep 
Score: -35262408.000000 Penalty: 3142.913330
	Iteration 0F: 2 clusters Score -3.526241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159380 members 
Mstep: Class 2 contains 159649 members 
Entering Unmasked Estep 
Score: -35078328.000000 Penalty: 6285.826660
	Iteration 0F: 3 clusters Score -3.507833e+07 nChanged 154546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155986 members 
Mstep: Class 2 contains 163043 members 
Entering Unmasked Estep 
Score: -35169308.000000 Penalty: 6285.826660
	Iteration 1F: 3 clusters Score -3.516931e+07 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153879 members 
Mstep: Class 2 contains 165150 members 
Entering Unmasked Estep 
Score: -35170748.000000 Penalty: 6285.826660
	Iteration 2Q: 3 clusters Score -3.517075e+07 nChanged 8386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150501 members 
Mstep: Class 2 contains 168528 members 
Entering Unmasked Estep 
Score: -35172612.000000 Penalty: 6285.826660
	Iteration 3Q: 3 clusters Score -3.517261e+07 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145225 members 
Mstep: Class 2 contains 173804 members 
Entering Unmasked Estep 
Score: -35175484.000000 Penalty: 6285.826660
	Iteration 4Q: 3 clusters Score -3.517548e+07 nChanged 11707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137372 members 
Mstep: Class 2 contains 181657 members 
Entering Unmasked Estep 
Score: -35178816.000000 Penalty: 6285.826660
	Iteration 5Q: 3 clusters Score -3.517882e+07 nChanged 14528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125828 members 
Mstep: Class 2 contains 193201 members 
Entering Unmasked Estep 
Score: -35184464.000000 Penalty: 6285.826660
	Iteration 6Q: 3 clusters Score -3.518446e+07 nChanged 18079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109997 members 
Mstep: Class 2 contains 209032 members 
Entering Unmasked Estep 
Score: -35193744.000000 Penalty: 6285.826660
	Iteration 7F: 3 clusters Score -3.519374e+07 nChanged 21402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90483 members 
Mstep: Class 2 contains 228546 members 
Entering Unmasked Estep 
Score: -35207144.000000 Penalty: 6285.826660
	Iteration 8F: 3 clusters Score -3.520714e+07 nChanged 21958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70309 members 
Mstep: Class 2 contains 248720 members 
Entering Unmasked Estep 
Score: -35223824.000000 Penalty: 6285.826660
	Iteration 9F: 3 clusters Score -3.522382e+07 nChanged 18642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53649 members 
Mstep: Class 2 contains 265380 members 
Entering Unmasked Estep 
Score: -35238916.000000 Penalty: 6285.826660
	Iteration 10F: 3 clusters Score -3.523892e+07 nChanged 13519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 276389 members 
Entering Unmasked Estep 
Score: -35249192.000000 Penalty: 6285.826660
	Iteration 11Q: 3 clusters Score -3.524919e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 283537 members 
Entering Unmasked Estep 
Score: -35255288.000000 Penalty: 6285.826660
	Iteration 12Q: 3 clusters Score -3.525529e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 288671 members 
Entering Unmasked Estep 
Score: -35259008.000000 Penalty: 6285.826660
	Iteration 13Q: 3 clusters Score -3.525901e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 293047 members 
Entering Unmasked Estep 
Score: -35260620.000000 Penalty: 6285.826660
	Iteration 14Q: 3 clusters Score -3.526062e+07 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 296660 members 
Entering Unmasked Estep 
Score: -35262148.000000 Penalty: 6285.826660
	Iteration 15Q: 3 clusters Score -3.526215e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 299882 members 
Entering Unmasked Estep 
Score: -35263400.000000 Penalty: 6285.826660
	Iteration 16Q: 3 clusters Score -3.52634e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 302627 members 
Entering Unmasked Estep 
Score: -35263876.000000 Penalty: 6285.826660
	Iteration 17Q: 3 clusters Score -3.526388e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 305056 members 
Entering Unmasked Estep 
Score: -35264220.000000 Penalty: 6285.826660
	Iteration 18Q: 3 clusters Score -3.526422e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 307113 members 
Entering Unmasked Estep 
Score: -35264060.000000 Penalty: 6285.826660
	Iteration 19Q: 3 clusters Score -3.526406e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 308941 members 
Entering Unmasked Estep 
Score: -35263592.000000 Penalty: 6285.826660
	Iteration 20F: 3 clusters Score -3.526359e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 310447 members 
Entering Unmasked Estep 
Score: -35263444.000000 Penalty: 6285.826660
	Iteration 21Q: 3 clusters Score -3.526344e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 311686 members 
Entering Unmasked Estep 
Score: -35263208.000000 Penalty: 6285.826660
	Iteration 22Q: 3 clusters Score -3.526321e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 312683 members 
Entering Unmasked Estep 
Score: -35262888.000000 Penalty: 6285.826660
	Iteration 23Q: 3 clusters Score -3.526289e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 313510 members 
Entering Unmasked Estep 
Score: -35262640.000000 Penalty: 6285.826660
	Iteration 24Q: 3 clusters Score -3.526264e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 314194 members 
Entering Unmasked Estep 
Score: -35262352.000000 Penalty: 6285.826660
	Iteration 25Q: 3 clusters Score -3.526235e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 314722 members 
Entering Unmasked Estep 
Score: -35262172.000000 Penalty: 6285.826660
	Iteration 26Q: 3 clusters Score -3.526217e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 315138 members 
Entering Unmasked Estep 
Score: -35261972.000000 Penalty: 6285.826660
	Iteration 27Q: 3 clusters Score -3.526197e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 315494 members 
Entering Unmasked Estep 
Score: -35261884.000000 Penalty: 6285.826660
	Iteration 28Q: 3 clusters Score -3.526188e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 315759 members 
Entering Unmasked Estep 
Score: -35261832.000000 Penalty: 6285.826660
	Iteration 29Q: 3 clusters Score -3.526183e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 315976 members 
Entering Unmasked Estep 
Score: -35261684.000000 Penalty: 6285.826660
	Iteration 30Q: 3 clusters Score -3.526168e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 316156 members 
Entering Unmasked Estep 
Score: -35261668.000000 Penalty: 6285.826660
	Iteration 31Q: 3 clusters Score -3.526167e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 316321 members 
Entering Unmasked Estep 
Score: -35261580.000000 Penalty: 6285.826660
	Iteration 32Q: 3 clusters Score -3.526158e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 316474 members 
Entering Unmasked Estep 
Score: -35261564.000000 Penalty: 6285.826660
	Iteration 33Q: 3 clusters Score -3.526156e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 316606 members 
Entering Unmasked Estep 
Score: -35261440.000000 Penalty: 6285.826660
	Iteration 34Q: 3 clusters Score -3.526144e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 316709 members 
Entering Unmasked Estep 
Score: -35261356.000000 Penalty: 6285.826660
	Iteration 35Q: 3 clusters Score -3.526136e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 316786 members 
Entering Unmasked Estep 
Score: -35261296.000000 Penalty: 6285.826660
	Iteration 36Q: 3 clusters Score -3.52613e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 316854 members 
Entering Unmasked Estep 
Score: -35261364.000000 Penalty: 6285.826660
	Iteration 37Q: 3 clusters Score -3.526136e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 316895 members 
Entering Unmasked Estep 
Score: -35261360.000000 Penalty: 6285.826660
	Iteration 38Q: 3 clusters Score -3.526136e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 316937 members 
Entering Unmasked Estep 
Score: -35261292.000000 Penalty: 6285.826660
	Iteration 39Q: 3 clusters Score -3.526129e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 316967 members 
Entering Unmasked Estep 
Score: -35261256.000000 Penalty: 6285.826660
	Iteration 40F: 3 clusters Score -3.526126e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 317004 members 
Entering Unmasked Estep 
Score: -35261284.000000 Penalty: 6285.826660
	Iteration 41Q: 3 clusters Score -3.526128e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 317054 members 
Entering Unmasked Estep 
Score: -35261284.000000 Penalty: 6285.826660
	Iteration 42Q: 3 clusters Score -3.526128e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 317091 members 
Entering Unmasked Estep 
Score: -35261244.000000 Penalty: 6285.826660
	Iteration 43Q: 3 clusters Score -3.526124e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 317112 members 
Entering Unmasked Estep 
Score: -35261280.000000 Penalty: 6285.826660
	Iteration 44Q: 3 clusters Score -3.526128e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 317140 members 
Entering Unmasked Estep 
Score: -35261316.000000 Penalty: 6285.826660
	Iteration 45Q: 3 clusters Score -3.526132e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 317176 members 
Entering Unmasked Estep 
Score: -35261280.000000 Penalty: 6285.826660
	Iteration 46Q: 3 clusters Score -3.526128e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 317194 members 
Entering Unmasked Estep 
Score: -35261228.000000 Penalty: 6285.826660
	Iteration 47Q: 3 clusters Score -3.526123e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 317212 members 
Entering Unmasked Estep 
Score: -35261252.000000 Penalty: 6285.826660
	Iteration 48Q: 3 clusters Score -3.526125e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 317224 members 
Entering Unmasked Estep 
Score: -35261248.000000 Penalty: 6285.826660
	Iteration 49Q: 3 clusters Score -3.526125e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 317233 members 
Entering Unmasked Estep 
Score: -35261256.000000 Penalty: 6285.826660
	Iteration 50Q: 3 clusters Score -3.526126e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 317240 members 
Entering Unmasked Estep 
Score: -35261268.000000 Penalty: 6285.826660
	Iteration 51Q: 3 clusters Score -3.526127e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 317241 members 
Entering Unmasked Estep 
Score: -35261284.000000 Penalty: 6285.826660
	Iteration 52Q: 3 clusters Score -3.526128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 317246 members 
Entering Unmasked Estep 
Score: -35261264.000000 Penalty: 6285.826660
	Iteration 53Q: 3 clusters Score -3.526126e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 317247 members 
Entering Unmasked Estep 
Score: -35261276.000000 Penalty: 6285.826660
	Iteration 54Q: 3 clusters Score -3.526128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 317244 members 
Entering Unmasked Estep 
Score: -35261268.000000 Penalty: 6285.826660
	Iteration 55Q: 3 clusters Score -3.526127e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 317244 members 
Entering Unmasked Estep 
Score: -35261292.000000 Penalty: 6285.826660
	Iteration 56Q: 3 clusters Score -3.526129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 317242 members 
Entering Unmasked Estep 
Score: -35261308.000000 Penalty: 6285.826660
	Iteration 57Q: 3 clusters Score -3.526131e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 317240 members 
Entering Unmasked Estep 
Score: -35261300.000000 Penalty: 6285.826660
	Iteration 58Q: 3 clusters Score -3.52613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 317242 members 
Entering Unmasked Estep 
Score: -35261288.000000 Penalty: 6285.826660
	Iteration 59Q: 3 clusters Score -3.526129e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 317243 members 
Entering Unmasked Estep 
Score: -35261276.000000 Penalty: 6285.826660
	Iteration 60F: 3 clusters Score -3.526128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 317246 members 
Entering Unmasked Estep 
Score: -35261272.000000 Penalty: 6285.826660
	Iteration 61Q: 3 clusters Score -3.526127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 317249 members 
Entering Unmasked Estep 
Score: -35261304.000000 Penalty: 6285.826660
	Iteration 62Q: 3 clusters Score -3.52613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 317251 members 
Entering Unmasked Estep 
Score: -35261272.000000 Penalty: 6285.826660
	Iteration 63Q: 3 clusters Score -3.526127e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 317253 members 
Entering Unmasked Estep 
Score: -35261292.000000 Penalty: 6285.826660
	Iteration 64Q: 3 clusters Score -3.526129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 317260 members 
Entering Unmasked Estep 
Score: -35261320.000000 Penalty: 6285.826660
	Iteration 65Q: 3 clusters Score -3.526132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 317261 members 
Entering Unmasked Estep 
Score: -35261320.000000 Penalty: 6285.826660
	Iteration 66Q: 3 clusters Score -3.526132e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 317264 members 
Entering Unmasked Estep 
Score: -35261320.000000 Penalty: 6285.826660
	Iteration 67Q: 3 clusters Score -3.526132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 317264 members 
Entering Unmasked Estep 
Score: -35261320.000000 Penalty: 6285.826660
	Iteration 68Q: 3 clusters Score -3.526132e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 317264 members 
Entering Unmasked Estep 
Score: -35261316.000000 Penalty: 6285.826660
	Iteration 69Q: 3 clusters Score -3.526132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 317264 members 
Entering Unmasked Estep 
Score: -35261316.000000 Penalty: 6285.826660
	Iteration 70F: 3 clusters Score -3.526132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Entering Unmasked Estep 
Score: -2720485.250000 Penalty: 2500.411133
	Iteration 0F: 2 clusters Score -2720485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2703707.750000 Penalty: 5000.822266
	Iteration 0F: 3 clusters Score -2703708 nChanged 10672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2709530.500000 Penalty: 5000.822266
	Iteration 1F: 3 clusters Score -2709530 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2709909.000000 Penalty: 5000.822266
	Iteration 2Q: 3 clusters Score -2709909 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2710197.500000 Penalty: 5000.822266
	Iteration 3Q: 3 clusters Score -2710198 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2710441.250000 Penalty: 5000.822266
	Iteration 4Q: 3 clusters Score -2710441 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2710605.000000 Penalty: 5000.822266
	Iteration 5Q: 3 clusters Score -2710605 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2710743.000000 Penalty: 5000.822266
	Iteration 6Q: 3 clusters Score -2710743 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2710893.500000 Penalty: 5000.822266
	Iteration 7Q: 3 clusters Score -2710894 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2711054.000000 Penalty: 5000.822266
	Iteration 8Q: 3 clusters Score -2711054 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2711217.000000 Penalty: 5000.822266
	Iteration 9Q: 3 clusters Score -2711217 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2711416.500000 Penalty: 5000.822266
	Iteration 10Q: 3 clusters Score -2711416 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2711667.250000 Penalty: 5000.822266
	Iteration 11Q: 3 clusters Score -2711667 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2712079.000000 Penalty: 5000.822266
	Iteration 12Q: 3 clusters Score -2712079 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2712676.000000 Penalty: 5000.822266
	Iteration 13Q: 3 clusters Score -2712676 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2713466.500000 Penalty: 5000.822266
	Iteration 14Q: 3 clusters Score -2713466 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2714319.500000 Penalty: 5000.822266
	Iteration 15Q: 3 clusters Score -2714320 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2715134.750000 Penalty: 5000.822266
	Iteration 16Q: 3 clusters Score -2715135 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2715828.250000 Penalty: 5000.822266
	Iteration 17Q: 3 clusters Score -2715828 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2716277.000000 Penalty: 5000.822266
	Iteration 18Q: 3 clusters Score -2716277 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2716602.750000 Penalty: 5000.822266
	Iteration 19Q: 3 clusters Score -2716603 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2716832.500000 Penalty: 5000.822266
	Iteration 20F: 3 clusters Score -2716832 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2717023.500000 Penalty: 5000.822266
	Iteration 21Q: 3 clusters Score -2717024 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2717181.750000 Penalty: 5000.822266
	Iteration 22Q: 3 clusters Score -2717182 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2717309.500000 Penalty: 5000.822266
	Iteration 23Q: 3 clusters Score -2717310 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2717402.750000 Penalty: 5000.822266
	Iteration 24Q: 3 clusters Score -2717403 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2717496.250000 Penalty: 5000.822266
	Iteration 25Q: 3 clusters Score -2717496 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2717586.750000 Penalty: 5000.822266
	Iteration 26Q: 3 clusters Score -2717587 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2717655.000000 Penalty: 5000.822266
	Iteration 27Q: 3 clusters Score -2717655 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2717728.500000 Penalty: 5000.822266
	Iteration 28Q: 3 clusters Score -2717728 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2717782.250000 Penalty: 5000.822266
	Iteration 29Q: 3 clusters Score -2717782 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2717822.500000 Penalty: 5000.822266
	Iteration 30Q: 3 clusters Score -2717822 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2717860.000000 Penalty: 5000.822266
	Iteration 31Q: 3 clusters Score -2717860 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2717902.000000 Penalty: 5000.822266
	Iteration 32Q: 3 clusters Score -2717902 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2717946.000000 Penalty: 5000.822266
	Iteration 33Q: 3 clusters Score -2717946 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2717992.500000 Penalty: 5000.822266
	Iteration 34Q: 3 clusters Score -2717992 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2718024.000000 Penalty: 5000.822266
	Iteration 35Q: 3 clusters Score -2718024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2718034.000000 Penalty: 5000.822266
	Iteration 36Q: 3 clusters Score -2718034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2718059.000000 Penalty: 5000.822266
	Iteration 37Q: 3 clusters Score -2718059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2718078.000000 Penalty: 5000.822266
	Iteration 38Q: 3 clusters Score -2718078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2718095.250000 Penalty: 5000.822266
	Iteration 39Q: 3 clusters Score -2718095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2718113.000000 Penalty: 5000.822266
	Iteration 40F: 3 clusters Score -2718113 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2718133.750000 Penalty: 5000.822266
	Iteration 41Q: 3 clusters Score -2718134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2718146.250000 Penalty: 5000.822266
	Iteration 42Q: 3 clusters Score -2718146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2718154.000000 Penalty: 5000.822266
	Iteration 43Q: 3 clusters Score -2718154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2718158.750000 Penalty: 5000.822266
	Iteration 44Q: 3 clusters Score -2718159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2718167.750000 Penalty: 5000.822266
	Iteration 45Q: 3 clusters Score -2718168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2718173.500000 Penalty: 5000.822266
	Iteration 46Q: 3 clusters Score -2718174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2718176.250000 Penalty: 5000.822266
	Iteration 47Q: 3 clusters Score -2718176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2718186.000000 Penalty: 5000.822266
	Iteration 48Q: 3 clusters Score -2718186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2718183.750000 Penalty: 5000.822266
	Iteration 49Q: 3 clusters Score -2718184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2718185.250000 Penalty: 5000.822266
	Iteration 50Q: 3 clusters Score -2718185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2718185.500000 Penalty: 5000.822266
	Iteration 51Q: 3 clusters Score -2718186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2718189.500000 Penalty: 5000.822266
	Iteration 52Q: 3 clusters Score -2718190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2718192.500000 Penalty: 5000.822266
	Iteration 53Q: 3 clusters Score -2718192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2718192.500000 Penalty: 5000.822266
	Iteration 54F: 3 clusters Score -2718192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Entering Unmasked Estep 
Score: -2414891.000000 Penalty: 2471.029785
	Iteration 0F: 2 clusters Score -2414891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2400090.750000 Penalty: 4942.059570
	Iteration 0F: 3 clusters Score -2400091 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2404883.250000 Penalty: 4942.059570
	Iteration 1F: 3 clusters Score -2404883 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2405319.750000 Penalty: 4942.059570
	Iteration 2F: 3 clusters Score -2405320 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2405731.500000 Penalty: 4942.059570
	Iteration 3Q: 3 clusters Score -2405732 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2406208.000000 Penalty: 4942.059570
	Iteration 4Q: 3 clusters Score -2406208 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2406839.500000 Penalty: 4942.059570
	Iteration 5F: 3 clusters Score -2406840 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2407580.750000 Penalty: 4942.059570
	Iteration 6F: 3 clusters Score -2407581 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -2408491.750000 Penalty: 4942.059570
	Iteration 7F: 3 clusters Score -2408492 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2409626.500000 Penalty: 4942.059570
	Iteration 8F: 3 clusters Score -2409626 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2410726.000000 Penalty: 4942.059570
	Iteration 9F: 3 clusters Score -2410726 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2411627.750000 Penalty: 4942.059570
	Iteration 10Q: 3 clusters Score -2411628 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2412091.000000 Penalty: 4942.059570
	Iteration 11Q: 3 clusters Score -2412091 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2412300.250000 Penalty: 4942.059570
	Iteration 12Q: 3 clusters Score -2412300 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2412423.500000 Penalty: 4942.059570
	Iteration 13Q: 3 clusters Score -2412424 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2412492.000000 Penalty: 4942.059570
	Iteration 14Q: 3 clusters Score -2412492 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2412533.750000 Penalty: 4942.059570
	Iteration 15Q: 3 clusters Score -2412534 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2412577.750000 Penalty: 4942.059570
	Iteration 16Q: 3 clusters Score -2412578 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2412595.250000 Penalty: 4942.059570
	Iteration 17Q: 3 clusters Score -2412595 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2412620.000000 Penalty: 4942.059570
	Iteration 18Q: 3 clusters Score -2412620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2412637.000000 Penalty: 4942.059570
	Iteration 19Q: 3 clusters Score -2412637 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2412648.250000 Penalty: 4942.059570
	Iteration 20F: 3 clusters Score -2412648 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2412662.000000 Penalty: 4942.059570
	Iteration 21Q: 3 clusters Score -2412662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2412675.750000 Penalty: 4942.059570
	Iteration 22Q: 3 clusters Score -2412676 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2412690.000000 Penalty: 4942.059570
	Iteration 23Q: 3 clusters Score -2412690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2412698.750000 Penalty: 4942.059570
	Iteration 24Q: 3 clusters Score -2412699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2412712.750000 Penalty: 4942.059570
	Iteration 25Q: 3 clusters Score -2412713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2412722.250000 Penalty: 4942.059570
	Iteration 26Q: 3 clusters Score -2412722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2412727.000000 Penalty: 4942.059570
	Iteration 27Q: 3 clusters Score -2412727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2412741.500000 Penalty: 4942.059570
	Iteration 28Q: 3 clusters Score -2412742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2412742.500000 Penalty: 4942.059570
	Iteration 29Q: 3 clusters Score -2412742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2412753.000000 Penalty: 4942.059570
	Iteration 30Q: 3 clusters Score -2412753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2412760.750000 Penalty: 4942.059570
	Iteration 31Q: 3 clusters Score -2412761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2412766.750000 Penalty: 4942.059570
	Iteration 32Q: 3 clusters Score -2412767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2412776.750000 Penalty: 4942.059570
	Iteration 33Q: 3 clusters Score -2412777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2412783.500000 Penalty: 4942.059570
	Iteration 34Q: 3 clusters Score -2412784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2412788.500000 Penalty: 4942.059570
	Iteration 35Q: 3 clusters Score -2412788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2412787.750000 Penalty: 4942.059570
	Iteration 36Q: 3 clusters Score -2412788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2412790.750000 Penalty: 4942.059570
	Iteration 37Q: 3 clusters Score -2412791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2412792.000000 Penalty: 4942.059570
	Iteration 38Q: 3 clusters Score -2412792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2412795.750000 Penalty: 4942.059570
	Iteration 39Q: 3 clusters Score -2412796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2412795.000000 Penalty: 4942.059570
	Iteration 40F: 3 clusters Score -2412795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2412798.500000 Penalty: 4942.059570
	Iteration 41Q: 3 clusters Score -2412798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2412802.750000 Penalty: 4942.059570
	Iteration 42Q: 3 clusters Score -2412803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2412804.250000 Penalty: 4942.059570
	Iteration 43Q: 3 clusters Score -2412804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2412804.000000 Penalty: 4942.059570
	Iteration 44Q: 3 clusters Score -2412804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2412807.000000 Penalty: 4942.059570
	Iteration 45Q: 3 clusters Score -2412807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2412811.750000 Penalty: 4942.059570
	Iteration 46Q: 3 clusters Score -2412812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2412811.500000 Penalty: 4942.059570
	Iteration 47Q: 3 clusters Score -2412812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2412813.750000 Penalty: 4942.059570
	Iteration 48Q: 3 clusters Score -2412814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2412812.500000 Penalty: 4942.059570
	Iteration 49Q: 3 clusters Score -2412812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2412812.000000 Penalty: 4942.059570
	Iteration 50Q: 3 clusters Score -2412812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2412817.250000 Penalty: 4942.059570
	Iteration 51Q: 3 clusters Score -2412817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2412821.250000 Penalty: 4942.059570
	Iteration 52Q: 3 clusters Score -2412821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2412822.250000 Penalty: 4942.059570
	Iteration 53Q: 3 clusters Score -2412822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2412822.250000 Penalty: 4942.059570
	Iteration 54F: 3 clusters Score -2412822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -29264.064453 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -29264.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -27962.472656 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -27962.47 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28167.822266 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -28167.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28230.894531 Penalty: 2905.534668
	Iteration 2Q: 3 clusters Score -28230.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -28268.029297 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -28268.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28299.500000 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -28299.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28334.271484 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -28334.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -28342.636719 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -28342.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28354.996094 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -28355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28358.638672 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -28358.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28360.634766 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -28360.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28360.634766 Penalty: 2905.534668
	Iteration 10F: 3 clusters Score -28360.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28921 members 
Mstep: Class 3 contains 29269 members 
Mstep: Class 4 contains 3984 members 
Mstep: Class 5 contains 7469 members 
Mstep: Class 6 contains 8268 members 
Mstep: Class 7 contains 85529 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 94078 members 
Mstep: Class 11 contains 41495 members 
Mstep: Class 13 contains 35643 members 
Mstep: Class 14 contains 154660 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30273 members 
Mstep: Class 18 contains 319029 members 
Mstep: Class 19 contains 23916 members 
Mstep: Class 20 contains 21244 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011816.000000 Penalty: 68007.921875
Iteration 159Q: 21 clusters Score -9.801182e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28931 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3981 members 
Mstep: Class 5 contains 7477 members 
Mstep: Class 6 contains 8276 members 
Mstep: Class 7 contains 85518 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 94384 members 
Mstep: Class 11 contains 41492 members 
Mstep: Class 13 contains 35618 members 
Mstep: Class 14 contains 154826 members 
Mstep: Class 15 contains 9276 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 30266 members 
Mstep: Class 18 contains 319032 members 
Mstep: Class 19 contains 23468 members 
Mstep: Class 20 contains 21247 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011936.000000 Penalty: 68007.921875
Iteration 160F: 21 clusters Score -9.801194e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28925 members 
Mstep: Class 3 contains 29252 members 
Mstep: Class 4 contains 3980 members 
Mstep: Class 5 contains 7486 members 
Mstep: Class 6 contains 8285 members 
Mstep: Class 7 contains 85505 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 94682 members 
Mstep: Class 11 contains 41477 members 
Mstep: Class 13 contains 35598 members 
Mstep: Class 14 contains 154992 members 
Mstep: Class 15 contains 9277 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 30266 members 
Mstep: Class 18 contains 319053 members 
Mstep: Class 19 contains 23023 members 
Mstep: Class 20 contains 21251 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011824.000000 Penalty: 68007.921875
Iteration 161Q: 21 clusters Score -9.801182e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28924 members 
Mstep: Class 3 contains 29245 members 
Mstep: Class 4 contains 3981 members 
Mstep: Class 5 contains 7496 members 
Mstep: Class 6 contains 8292 members 
Mstep: Class 7 contains 85493 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 94970 members 
Mstep: Class 11 contains 41463 members 
Mstep: Class 13 contains 35572 members 
Mstep: Class 14 contains 155167 members 
Mstep: Class 15 contains 9279 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 30262 members 
Mstep: Class 18 contains 319038 members 
Mstep: Class 19 contains 22615 members 
Mstep: Class 20 contains 21255 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011864.000000 Penalty: 68007.921875
Iteration 162Q: 21 clusters Score -9.801186e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28929 members 
Mstep: Class 3 contains 29233 members 
Mstep: Class 4 contains 3980 members 
Mstep: Class 5 contains 7505 members 
Mstep: Class 6 contains 8298 members 
Mstep: Class 7 contains 85477 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 95289 members 
Mstep: Class 11 contains 41449 members 
Mstep: Class 13 contains 35541 members 
Mstep: Class 14 contains 155339 members 
Mstep: Class 15 contains 9281 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30249 members 
Mstep: Class 18 contains 319038 members 
Mstep: Class 19 contains 22192 members 
Mstep: Class 20 contains 21251 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011904.000000 Penalty: 68007.921875
Iteration 163Q: 21 clusters Score -9.80119e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28931 members 
Mstep: Class 3 contains 29229 members 
Mstep: Class 4 contains 3980 members 
Mstep: Class 5 contains 7513 members 
Mstep: Class 6 contains 8303 members 
Mstep: Class 7 contains 85461 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 95601 members 
Mstep: Class 11 contains 41434 members 
Mstep: Class 13 contains 35521 members 
Mstep: Class 14 contains 155479 members 
Mstep: Class 15 contains 9282 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30233 members 
Mstep: Class 18 contains 319080 members 
Mstep: Class 19 contains 21758 members 
Mstep: Class 20 contains 21246 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011912.000000 Penalty: 68007.921875
Iteration 164Q: 21 clusters Score -9.801191e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28933 members 
Mstep: Class 3 contains 29231 members 
Mstep: Class 4 contains 3979 members 
Mstep: Class 5 contains 7526 members 
Mstep: Class 6 contains 8311 members 
Mstep: Class 7 contains 85452 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 95896 members 
Mstep: Class 11 contains 41421 members 
Mstep: Class 13 contains 35518 members 
Mstep: Class 14 contains 155621 members 
Mstep: Class 15 contains 9282 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30220 members 
Mstep: Class 18 contains 319062 members 
Mstep: Class 19 contains 21352 members 
Mstep: Class 20 contains 21247 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011888.000000 Penalty: 68007.921875
Iteration 165Q: 21 clusters Score -9.801189e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28933 members 
Mstep: Class 3 contains 29228 members 
Mstep: Class 4 contains 3975 members 
Mstep: Class 5 contains 7539 members 
Mstep: Class 6 contains 8316 members 
Mstep: Class 7 contains 85447 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 96188 members 
Mstep: Class 11 contains 41406 members 
Mstep: Class 13 contains 35504 members 
Mstep: Class 14 contains 155732 members 
Mstep: Class 15 contains 9285 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 30215 members 
Mstep: Class 18 contains 319081 members 
Mstep: Class 19 contains 20957 members 
Mstep: Class 20 contains 21244 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011896.000000 Penalty: 68007.921875
Iteration 166Q: 21 clusters Score -9.80119e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28944 members 
Mstep: Class 3 contains 29228 members 
Mstep: Class 4 contains 3969 members 
Mstep: Class 5 contains 7546 members 
Mstep: Class 6 contains 8322 members 
Mstep: Class 7 contains 85430 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 96444 members 
Mstep: Class 11 contains 41401 members 
Mstep: Class 13 contains 35485 members 
Mstep: Class 14 contains 155849 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 30205 members 
Mstep: Class 18 contains 319104 members 
Mstep: Class 19 contains 20588 members 
Mstep: Class 20 contains 21245 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011920.000000 Penalty: 68007.921875
Iteration 167Q: 21 clusters Score -9.801192e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28949 members 
Mstep: Class 3 contains 29233 members 
Mstep: Class 4 contains 3964 members 
Mstep: Class 5 contains 7552 members 
Mstep: Class 6 contains 8330 members 
Mstep: Class 7 contains 85412 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 96689 members 
Mstep: Class 11 contains 41391 members 
Mstep: Class 13 contains 35473 members 
Mstep: Class 14 contains 155965 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 30205 members 
Mstep: Class 18 contains 319157 members 
Mstep: Class 19 contains 20191 members 
Mstep: Class 20 contains 21247 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011872.000000 Penalty: 68007.921875
Iteration 168Q: 21 clusters Score -9.801187e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28951 members 
Mstep: Class 3 contains 29228 members 
Mstep: Class 4 contains 3959 members 
Mstep: Class 5 contains 7558 members 
Mstep: Class 6 contains 8334 members 
Mstep: Class 7 contains 85404 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 96932 members 
Mstep: Class 11 contains 41382 members 
Mstep: Class 13 contains 35466 members 
Mstep: Class 14 contains 156075 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 30200 members 
Mstep: Class 18 contains 319203 members 
Mstep: Class 19 contains 19825 members 
Mstep: Class 20 contains 21238 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011640.000000 Penalty: 68007.921875
Iteration 169Q: 21 clusters Score -9.801164e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28953 members 
Mstep: Class 3 contains 29228 members 
Mstep: Class 4 contains 3955 members 
Mstep: Class 5 contains 7564 members 
Mstep: Class 6 contains 8336 members 
Mstep: Class 7 contains 85397 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 97186 members 
Mstep: Class 11 contains 41378 members 
Mstep: Class 13 contains 35451 members 
Mstep: Class 14 contains 156201 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 30191 members 
Mstep: Class 18 contains 319265 members 
Mstep: Class 19 contains 19413 members 
Mstep: Class 20 contains 21234 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011648.000000 Penalty: 68007.921875
Iteration 170Q: 21 clusters Score -9.801165e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28959 members 
Mstep: Class 3 contains 29223 members 
Mstep: Class 4 contains 3955 members 
Mstep: Class 5 contains 7570 members 
Mstep: Class 6 contains 8339 members 
Mstep: Class 7 contains 85387 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 97463 members 
Mstep: Class 11 contains 41374 members 
Mstep: Class 13 contains 35445 members 
Mstep: Class 14 contains 156362 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 30167 members 
Mstep: Class 18 contains 319279 members 
Mstep: Class 19 contains 19002 members 
Mstep: Class 20 contains 21230 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011720.000000 Penalty: 68007.921875
Iteration 171Q: 21 clusters Score -9.801172e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28954 members 
Mstep: Class 3 contains 29222 members 
Mstep: Class 4 contains 3951 members 
Mstep: Class 5 contains 7575 members 
Mstep: Class 6 contains 8344 members 
Mstep: Class 7 contains 85389 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 97743 members 
Mstep: Class 11 contains 41373 members 
Mstep: Class 13 contains 35431 members 
Mstep: Class 14 contains 156487 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 30156 members 
Mstep: Class 18 contains 319298 members 
Mstep: Class 19 contains 18602 members 
Mstep: Class 20 contains 21228 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011728.000000 Penalty: 68007.921875
Iteration 172Q: 21 clusters Score -9.801173e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28956 members 
Mstep: Class 3 contains 29221 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 7582 members 
Mstep: Class 6 contains 8351 members 
Mstep: Class 7 contains 85379 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 98007 members 
Mstep: Class 11 contains 41380 members 
Mstep: Class 13 contains 35422 members 
Mstep: Class 14 contains 156620 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 30146 members 
Mstep: Class 18 contains 319289 members 
Mstep: Class 19 contains 18221 members 
Mstep: Class 20 contains 21229 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011592.000000 Penalty: 68007.921875
Iteration 173Q: 21 clusters Score -9.801159e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28958 members 
Mstep: Class 3 contains 29217 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 7586 members 
Mstep: Class 6 contains 8359 members 
Mstep: Class 7 contains 85362 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 98283 members 
Mstep: Class 11 contains 41377 members 
Mstep: Class 13 contains 35412 members 
Mstep: Class 14 contains 156749 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 30138 members 
Mstep: Class 18 contains 319305 members 
Mstep: Class 19 contains 17846 members 
Mstep: Class 20 contains 21217 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011568.000000 Penalty: 68007.921875
Iteration 174Q: 21 clusters Score -9.801157e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28954 members 
Mstep: Class 3 contains 29212 members 
Mstep: Class 4 contains 3945 members 
Mstep: Class 5 contains 7590 members 
Mstep: Class 6 contains 8370 members 
Mstep: Class 7 contains 85347 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 98534 members 
Mstep: Class 11 contains 41381 members 
Mstep: Class 13 contains 35405 members 
Mstep: Class 14 contains 156890 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 30130 members 
Mstep: Class 18 contains 319265 members 
Mstep: Class 19 contains 17520 members 
Mstep: Class 20 contains 21214 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011584.000000 Penalty: 68007.921875
Iteration 175Q: 21 clusters Score -9.801158e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28949 members 
Mstep: Class 3 contains 29212 members 
Mstep: Class 4 contains 3946 members 
Mstep: Class 5 contains 7594 members 
Mstep: Class 6 contains 8380 members 
Mstep: Class 7 contains 85331 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 98782 members 
Mstep: Class 11 contains 41384 members 
Mstep: Class 13 contains 35400 members 
Mstep: Class 14 contains 156997 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 30125 members 
Mstep: Class 18 contains 319296 members 
Mstep: Class 19 contains 17159 members 
Mstep: Class 20 contains 21202 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011608.000000 Penalty: 68007.921875
Iteration 176Q: 21 clusters Score -9.801161e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28957 members 
Mstep: Class 3 contains 29215 members 
Mstep: Class 4 contains 3942 members 
Mstep: Class 5 contains 7596 members 
Mstep: Class 6 contains 8390 members 
Mstep: Class 7 contains 85316 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 99018 members 
Mstep: Class 11 contains 41386 members 
Mstep: Class 13 contains 35383 members 
Mstep: Class 14 contains 157107 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30117 members 
Mstep: Class 18 contains 319321 members 
Mstep: Class 19 contains 16824 members 
Mstep: Class 20 contains 21187 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011680.000000 Penalty: 68007.921875
Iteration 177Q: 21 clusters Score -9.801168e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28957 members 
Mstep: Class 3 contains 29220 members 
Mstep: Class 4 contains 3939 members 
Mstep: Class 5 contains 7600 members 
Mstep: Class 6 contains 8398 members 
Mstep: Class 7 contains 85301 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 99268 members 
Mstep: Class 11 contains 41385 members 
Mstep: Class 13 contains 35370 members 
Mstep: Class 14 contains 157221 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30110 members 
Mstep: Class 18 contains 319291 members 
Mstep: Class 19 contains 16515 members 
Mstep: Class 20 contains 21182 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011672.000000 Penalty: 68007.921875
Iteration 178Q: 21 clusters Score -9.801167e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 29217 members 
Mstep: Class 4 contains 3937 members 
Mstep: Class 5 contains 7604 members 
Mstep: Class 6 contains 8404 members 
Mstep: Class 7 contains 85277 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 99528 members 
Mstep: Class 11 contains 41389 members 
Mstep: Class 13 contains 35349 members 
Mstep: Class 14 contains 157306 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30107 members 
Mstep: Class 18 contains 319294 members 
Mstep: Class 19 contains 16198 members 
Mstep: Class 20 contains 21178 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011672.000000 Penalty: 68007.921875
Iteration 179Q: 21 clusters Score -9.801167e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28982 members 
Mstep: Class 3 contains 29215 members 
Mstep: Class 4 contains 3936 members 
Mstep: Class 5 contains 7609 members 
Mstep: Class 6 contains 8411 members 
Mstep: Class 7 contains 85243 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 99790 members 
Mstep: Class 11 contains 41391 members 
Mstep: Class 13 contains 35325 members 
Mstep: Class 14 contains 157404 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30101 members 
Mstep: Class 18 contains 319286 members 
Mstep: Class 19 contains 15889 members 
Mstep: Class 20 contains 21174 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011832.000000 Penalty: 68007.921875
Iteration 180F: 21 clusters Score -9.801183e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 28988 members 
Mstep: Class 3 contains 29215 members 
Mstep: Class 4 contains 3931 members 
Mstep: Class 5 contains 7614 members 
Mstep: Class 6 contains 8415 members 
Mstep: Class 7 contains 85220 members 
Mstep: Class 8 contains 904 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 100056 members 
Mstep: Class 11 contains 41405 members 
Mstep: Class 13 contains 35300 members 
Mstep: Class 14 contains 157504 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30095 members 
Mstep: Class 18 contains 319255 members 
Mstep: Class 19 contains 15587 members 
Mstep: Class 20 contains 21168 members 
Mstep: Class 22 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011576.000000 Penalty: 68007.921875
Iteration 181Q: 21 clusters Score -9.801158e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 29002 members 
Mstep: Class 3 contains 29214 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 7618 members 
Mstep: Class 6 contains 8426 members 
Mstep: Class 7 contains 85188 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 100330 members 
Mstep: Class 11 contains 41411 members 
Mstep: Class 13 contains 35278 members 
Mstep: Class 14 contains 157584 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30085 members 
Mstep: Class 18 contains 319273 members 
Mstep: Class 19 contains 15258 members 
Mstep: Class 20 contains 21159 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98011744.000000 Penalty: 68007.921875
Iteration 182Q: 21 clusters Score -9.801174e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 29014 members 
Mstep: Class 3 contains 29207 members 
Mstep: Class 4 contains 3921 members 
Mstep: Class 5 contains 7625 members 
Mstep: Class 6 contains 8433 members 
Mstep: Class 7 contains 85167 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 100604 members 
Mstep: Class 11 contains 41422 members 
Mstep: Class 13 contains 35260 members 
Mstep: Class 14 contains 157664 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30081 members 
Mstep: Class 18 contains 319272 members 
Mstep: Class 19 contains 14941 members 
Mstep: Class 20 contains 21144 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012048.000000 Penalty: 68007.921875
Iteration 183Q: 21 clusters Score -9.801205e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 29024 members 
Mstep: Class 3 contains 29203 members 
Mstep: Class 4 contains 3918 members 
Mstep: Class 5 contains 7633 members 
Mstep: Class 6 contains 8440 members 
Mstep: Class 7 contains 85154 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 100884 members 
Mstep: Class 11 contains 41427 members 
Mstep: Class 13 contains 35230 members 
Mstep: Class 14 contains 157770 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30064 members 
Mstep: Class 18 contains 319250 members 
Mstep: Class 19 contains 14618 members 
Mstep: Class 20 contains 21140 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012056.000000 Penalty: 68007.921875
Iteration 184Q: 21 clusters Score -9.801206e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 29017 members 
Mstep: Class 3 contains 29203 members 
Mstep: Class 4 contains 3917 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 8447 members 
Mstep: Class 7 contains 85153 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 101164 members 
Mstep: Class 11 contains 41438 members 
Mstep: Class 13 contains 35192 members 
Mstep: Class 14 contains 157879 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30046 members 
Mstep: Class 18 contains 319227 members 
Mstep: Class 19 contains 14289 members 
Mstep: Class 20 contains 21141 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012104.000000 Penalty: 68007.921875
Iteration 185Q: 21 clusters Score -9.80121e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 29018 members 
Mstep: Class 3 contains 29205 members 
Mstep: Class 4 contains 3916 members 
Mstep: Class 5 contains 7650 members 
Mstep: Class 6 contains 8451 members 
Mstep: Class 7 contains 85146 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 101427 members 
Mstep: Class 11 contains 41446 members 
Mstep: Class 13 contains 35153 members 
Mstep: Class 14 contains 157966 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30041 members 
Mstep: Class 18 contains 319223 members 
Mstep: Class 19 contains 13975 members 
Mstep: Class 20 contains 21134 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012280.000000 Penalty: 68007.921875
Iteration 186Q: 21 clusters Score -9.801228e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 29021 members 
Mstep: Class 3 contains 29208 members 
Mstep: Class 4 contains 3914 members 
Mstep: Class 5 contains 7656 members 
Mstep: Class 6 contains 8456 members 
Mstep: Class 7 contains 85132 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 101725 members 
Mstep: Class 11 contains 41454 members 
Mstep: Class 13 contains 35116 members 
Mstep: Class 14 contains 158021 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30042 members 
Mstep: Class 18 contains 319246 members 
Mstep: Class 19 contains 13632 members 
Mstep: Class 20 contains 21126 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012352.000000 Penalty: 68007.921875
Iteration 187Q: 21 clusters Score -9.801235e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 29034 members 
Mstep: Class 3 contains 29209 members 
Mstep: Class 4 contains 3911 members 
Mstep: Class 5 contains 7658 members 
Mstep: Class 6 contains 8459 members 
Mstep: Class 7 contains 85113 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 102013 members 
Mstep: Class 11 contains 41458 members 
Mstep: Class 13 contains 35083 members 
Mstep: Class 14 contains 158086 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30041 members 
Mstep: Class 18 contains 319259 members 
Mstep: Class 19 contains 13296 members 
Mstep: Class 20 contains 21127 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012528.000000 Penalty: 68007.921875
Iteration 188Q: 21 clusters Score -9.801253e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 29047 members 
Mstep: Class 3 contains 29214 members 
Mstep: Class 4 contains 3908 members 
Mstep: Class 5 contains 7663 members 
Mstep: Class 6 contains 8462 members 
Mstep: Class 7 contains 85097 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 102299 members 
Mstep: Class 11 contains 41459 members 
Mstep: Class 13 contains 35068 members 
Mstep: Class 14 contains 158133 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 30028 members 
Mstep: Class 18 contains 319299 members 
Mstep: Class 19 contains 12950 members 
Mstep: Class 20 contains 21123 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012600.000000 Penalty: 68007.921875
Iteration 189Q: 21 clusters Score -9.80126e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29057 members 
Mstep: Class 3 contains 29214 members 
Mstep: Class 4 contains 3905 members 
Mstep: Class 5 contains 7668 members 
Mstep: Class 6 contains 8462 members 
Mstep: Class 7 contains 85091 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 102565 members 
Mstep: Class 11 contains 41469 members 
Mstep: Class 13 contains 35050 members 
Mstep: Class 14 contains 158216 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 30021 members 
Mstep: Class 18 contains 319315 members 
Mstep: Class 19 contains 12597 members 
Mstep: Class 20 contains 21123 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012672.000000 Penalty: 68007.921875
Iteration 190Q: 21 clusters Score -9.801267e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29064 members 
Mstep: Class 3 contains 29212 members 
Mstep: Class 4 contains 3903 members 
Mstep: Class 5 contains 7672 members 
Mstep: Class 6 contains 8461 members 
Mstep: Class 7 contains 85079 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 102841 members 
Mstep: Class 11 contains 41484 members 
Mstep: Class 13 contains 35039 members 
Mstep: Class 14 contains 158301 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 30019 members 
Mstep: Class 18 contains 319299 members 
Mstep: Class 19 contains 12264 members 
Mstep: Class 20 contains 21117 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012672.000000 Penalty: 68007.921875
Iteration 191Q: 21 clusters Score -9.801267e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29068 members 
Mstep: Class 3 contains 29210 members 
Mstep: Class 4 contains 3901 members 
Mstep: Class 5 contains 7676 members 
Mstep: Class 6 contains 8462 members 
Mstep: Class 7 contains 85069 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 103116 members 
Mstep: Class 11 contains 41502 members 
Mstep: Class 13 contains 35028 members 
Mstep: Class 14 contains 158361 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 30006 members 
Mstep: Class 18 contains 319321 members 
Mstep: Class 19 contains 11925 members 
Mstep: Class 20 contains 21111 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012704.000000 Penalty: 68007.921875
Iteration 192Q: 21 clusters Score -9.80127e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29072 members 
Mstep: Class 3 contains 29212 members 
Mstep: Class 4 contains 3898 members 
Mstep: Class 5 contains 7677 members 
Mstep: Class 6 contains 8464 members 
Mstep: Class 7 contains 85062 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 103382 members 
Mstep: Class 11 contains 41519 members 
Mstep: Class 13 contains 35015 members 
Mstep: Class 14 contains 158445 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29998 members 
Mstep: Class 18 contains 319308 members 
Mstep: Class 19 contains 11595 members 
Mstep: Class 20 contains 21105 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012792.000000 Penalty: 68007.921875
Iteration 193Q: 21 clusters Score -9.801279e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29076 members 
Mstep: Class 3 contains 29211 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 7682 members 
Mstep: Class 6 contains 8464 members 
Mstep: Class 7 contains 85042 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 103639 members 
Mstep: Class 11 contains 41546 members 
Mstep: Class 13 contains 35007 members 
Mstep: Class 14 contains 158537 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29986 members 
Mstep: Class 18 contains 319276 members 
Mstep: Class 19 contains 11294 members 
Mstep: Class 20 contains 21097 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012800.000000 Penalty: 68007.921875
Iteration 194Q: 21 clusters Score -9.80128e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29082 members 
Mstep: Class 3 contains 29209 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 7688 members 
Mstep: Class 6 contains 8462 members 
Mstep: Class 7 contains 85036 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 103878 members 
Mstep: Class 11 contains 41575 members 
Mstep: Class 13 contains 34993 members 
Mstep: Class 14 contains 158607 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29980 members 
Mstep: Class 18 contains 319274 members 
Mstep: Class 19 contains 10983 members 
Mstep: Class 20 contains 21090 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012840.000000 Penalty: 68007.921875
Iteration 195Q: 21 clusters Score -9.801284e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29087 members 
Mstep: Class 3 contains 29208 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 7692 members 
Mstep: Class 6 contains 8463 members 
Mstep: Class 7 contains 85028 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 104106 members 
Mstep: Class 11 contains 41601 members 
Mstep: Class 13 contains 34983 members 
Mstep: Class 14 contains 158684 members 
Mstep: Class 15 contains 9301 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29981 members 
Mstep: Class 18 contains 319271 members 
Mstep: Class 19 contains 10680 members 
Mstep: Class 20 contains 21074 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98012984.000000 Penalty: 68007.921875
Iteration 196Q: 21 clusters Score -9.801298e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29091 members 
Mstep: Class 3 contains 29212 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 7695 members 
Mstep: Class 6 contains 8464 members 
Mstep: Class 7 contains 85039 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 104352 members 
Mstep: Class 11 contains 41632 members 
Mstep: Class 13 contains 34972 members 
Mstep: Class 14 contains 158726 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29985 members 
Mstep: Class 18 contains 319242 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 21067 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013024.000000 Penalty: 68007.921875
Iteration 197Q: 21 clusters Score -9.801302e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29096 members 
Mstep: Class 3 contains 29216 members 
Mstep: Class 4 contains 3887 members 
Mstep: Class 5 contains 7700 members 
Mstep: Class 6 contains 8465 members 
Mstep: Class 7 contains 85037 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 104583 members 
Mstep: Class 11 contains 41652 members 
Mstep: Class 13 contains 34954 members 
Mstep: Class 14 contains 158775 members 
Mstep: Class 15 contains 9295 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29977 members 
Mstep: Class 18 contains 319248 members 
Mstep: Class 19 contains 10102 members 
Mstep: Class 20 contains 21065 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013080.000000 Penalty: 68007.921875
Iteration 198Q: 21 clusters Score -9.801308e+07 nChanged 644
Entering ConstructFrom: 
Score: -98013080.000000 Penalty: 68007.921875
Entering ConstructFrom: 
Trying to split cluster 1 (1488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Entering Unmasked Estep 
Score: -146614.312500 Penalty: 1811.686646
	Iteration 0F: 2 clusters Score -146614.3 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 720 members 
Entering Unmasked Estep 
Score: -144436.703125 Penalty: 3623.373291
	Iteration 0F: 3 clusters Score -144436.7 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -145230.078125 Penalty: 3623.373291
	Iteration 1F: 3 clusters Score -145230.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -145675.718750 Penalty: 3623.373291
	Iteration 2F: 3 clusters Score -145675.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -146017.078125 Penalty: 3623.373291
	Iteration 3F: 3 clusters Score -146017.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -146447.953125 Penalty: 3623.373291
	Iteration 4F: 3 clusters Score -146448 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -146719.812500 Penalty: 3623.373291
	Iteration 5F: 3 clusters Score -146719.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -146865.515625 Penalty: 3623.373291
	Iteration 6F: 3 clusters Score -146865.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -146925.843750 Penalty: 3623.373291
	Iteration 7Q: 3 clusters Score -146925.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -146951.750000 Penalty: 3623.373291
	Iteration 8Q: 3 clusters Score -146951.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -146963.906250 Penalty: 3623.373291
	Iteration 9Q: 3 clusters Score -146963.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -146971.875000 Penalty: 3623.373291
	Iteration 10Q: 3 clusters Score -146971.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -146975.609375 Penalty: 3623.373291
	Iteration 11Q: 3 clusters Score -146975.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -146976.515625 Penalty: 3623.373291
	Iteration 12Q: 3 clusters Score -146976.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -146976.515625 Penalty: 3623.373291
	Iteration 13F: 3 clusters Score -146976.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 29100 members 
Mstep: Class 3 contains 29221 members 
Mstep: Class 4 contains 3884 members 
Mstep: Class 5 contains 7702 members 
Mstep: Class 6 contains 8465 members 
Mstep: Class 7 contains 85031 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 104793 members 
Mstep: Class 11 contains 41679 members 
Mstep: Class 12 contains 1155 members 
Mstep: Class 13 contains 34941 members 
Mstep: Class 14 contains 158814 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29973 members 
Mstep: Class 18 contains 319266 members 
Mstep: Class 19 contains 9819 members 
Mstep: Class 20 contains 21067 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98012104.000000 Penalty: 71408.312500
Splitting cluster 1 changes total score from -98013080.000000 to -98012104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (29100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Entering Unmasked Estep 
Score: -3051607.750000 Penalty: 2549.066406
	Iteration 0F: 2 clusters Score -3051608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3031604.500000 Penalty: 5098.132812
	Iteration 0F: 3 clusters Score -3031604 nChanged 13052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3038868.750000 Penalty: 5098.132812
	Iteration 1F: 3 clusters Score -3038869 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -3039497.500000 Penalty: 5098.132812
	Iteration 2F: 3 clusters Score -3039498 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3040264.000000 Penalty: 5098.132812
	Iteration 3F: 3 clusters Score -3040264 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -3041306.250000 Penalty: 5098.132812
	Iteration 4F: 3 clusters Score -3041306 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -3042669.500000 Penalty: 5098.132812
	Iteration 5F: 3 clusters Score -3042670 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -3044200.750000 Penalty: 5098.132812
	Iteration 6F: 3 clusters Score -3044201 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3045597.000000 Penalty: 5098.132812
	Iteration 7F: 3 clusters Score -3045597 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3046767.750000 Penalty: 5098.132812
	Iteration 8F: 3 clusters Score -3046768 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -3047626.250000 Penalty: 5098.132812
	Iteration 9Q: 3 clusters Score -3047626 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -3048371.250000 Penalty: 5098.132812
	Iteration 10Q: 3 clusters Score -3048371 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3049154.500000 Penalty: 5098.132812
	Iteration 11Q: 3 clusters Score -3049154 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3049694.750000 Penalty: 5098.132812
	Iteration 12Q: 3 clusters Score -3049695 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -3049974.000000 Penalty: 5098.132812
	Iteration 13Q: 3 clusters Score -3049974 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3050129.500000 Penalty: 5098.132812
	Iteration 14Q: 3 clusters Score -3050130 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3050202.500000 Penalty: 5098.132812
	Iteration 15Q: 3 clusters Score -3050202 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3050248.500000 Penalty: 5098.132812
	Iteration 16Q: 3 clusters Score -3050248 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -3050271.250000 Penalty: 5098.132812
	Iteration 17Q: 3 clusters Score -3050271 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3050293.500000 Penalty: 5098.132812
	Iteration 18Q: 3 clusters Score -3050294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3050317.750000 Penalty: 5098.132812
	Iteration 19Q: 3 clusters Score -3050318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3050340.250000 Penalty: 5098.132812
	Iteration 20F: 3 clusters Score -3050340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -3050351.500000 Penalty: 5098.132812
	Iteration 21Q: 3 clusters Score -3050352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3050366.250000 Penalty: 5098.132812
	Iteration 22Q: 3 clusters Score -3050366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3050363.750000 Penalty: 5098.132812
	Iteration 23Q: 3 clusters Score -3050364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3050364.750000 Penalty: 5098.132812
	Iteration 24Q: 3 clusters Score -3050365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3050365.000000 Penalty: 5098.132812
	Iteration 25Q: 3 clusters Score -3050365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3050371.000000 Penalty: 5098.132812
	Iteration 26Q: 3 clusters Score -3050371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3050376.000000 Penalty: 5098.132812
	Iteration 27Q: 3 clusters Score -3050376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3050377.750000 Penalty: 5098.132812
	Iteration 28Q: 3 clusters Score -3050378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3050378.250000 Penalty: 5098.132812
	Iteration 29Q: 3 clusters Score -3050378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3050378.500000 Penalty: 5098.132812
	Iteration 30Q: 3 clusters Score -3050378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3050378.000000 Penalty: 5098.132812
	Iteration 31Q: 3 clusters Score -3050378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3050375.500000 Penalty: 5098.132812
	Iteration 32Q: 3 clusters Score -3050376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3050380.750000 Penalty: 5098.132812
	Iteration 33Q: 3 clusters Score -3050381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3050381.750000 Penalty: 5098.132812
	Iteration 34Q: 3 clusters Score -3050382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3050377.000000 Penalty: 5098.132812
	Iteration 35Q: 3 clusters Score -3050377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3050377.500000 Penalty: 5098.132812
	Iteration 36Q: 3 clusters Score -3050378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3050378.750000 Penalty: 5098.132812
	Iteration 37Q: 3 clusters Score -3050379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3050378.750000 Penalty: 5098.132812
	Iteration 38F: 3 clusters Score -3050379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Entering Unmasked Estep 
Score: -3272078.750000 Penalty: 2550.095459
	Iteration 0F: 2 clusters Score -3272079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -3251966.500000 Penalty: 5100.190918
	Iteration 0F: 3 clusters Score -3251966 nChanged 13204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3259133.750000 Penalty: 5100.190918
	Iteration 1F: 3 clusters Score -3259134 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -3259664.250000 Penalty: 5100.190918
	Iteration 2Q: 3 clusters Score -3259664 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -3260241.000000 Penalty: 5100.190918
	Iteration 3Q: 3 clusters Score -3260241 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3260984.500000 Penalty: 5100.190918
	Iteration 4F: 3 clusters Score -3260984 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -3261946.500000 Penalty: 5100.190918
	Iteration 5F: 3 clusters Score -3261946 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -3263211.750000 Penalty: 5100.190918
	Iteration 6F: 3 clusters Score -3263212 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -3264808.000000 Penalty: 5100.190918
	Iteration 7F: 3 clusters Score -3264808 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3266514.000000 Penalty: 5100.190918
	Iteration 8F: 3 clusters Score -3266514 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3267939.750000 Penalty: 5100.190918
	Iteration 9F: 3 clusters Score -3267940 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3268973.500000 Penalty: 5100.190918
	Iteration 10Q: 3 clusters Score -3268974 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3269657.500000 Penalty: 5100.190918
	Iteration 11Q: 3 clusters Score -3269658 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3270016.250000 Penalty: 5100.190918
	Iteration 12Q: 3 clusters Score -3270016 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3270226.000000 Penalty: 5100.190918
	Iteration 13Q: 3 clusters Score -3270226 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3270333.250000 Penalty: 5100.190918
	Iteration 14Q: 3 clusters Score -3270333 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3270389.250000 Penalty: 5100.190918
	Iteration 15Q: 3 clusters Score -3270389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3270409.750000 Penalty: 5100.190918
	Iteration 16Q: 3 clusters Score -3270410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3270426.250000 Penalty: 5100.190918
	Iteration 17Q: 3 clusters Score -3270426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3270445.250000 Penalty: 5100.190918
	Iteration 18Q: 3 clusters Score -3270445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3270453.500000 Penalty: 5100.190918
	Iteration 19Q: 3 clusters Score -3270454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3270457.000000 Penalty: 5100.190918
	Iteration 20F: 3 clusters Score -3270457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3270462.250000 Penalty: 5100.190918
	Iteration 21Q: 3 clusters Score -3270462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3270462.750000 Penalty: 5100.190918
	Iteration 22Q: 3 clusters Score -3270463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3270462.750000 Penalty: 5100.190918
	Iteration 23F: 3 clusters Score -3270463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Entering Unmasked Estep 
Score: -409839.625000 Penalty: 2049.625977
	Iteration 0F: 2 clusters Score -409839.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -405991.750000 Penalty: 4099.251953
	Iteration 0F: 3 clusters Score -405991.8 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -406891.375000 Penalty: 4099.251953
	Iteration 1F: 3 clusters Score -406891.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -407043.750000 Penalty: 4099.251953
	Iteration 2F: 3 clusters Score -407043.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -407121.906250 Penalty: 4099.251953
	Iteration 3Q: 3 clusters Score -407121.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -407178.312500 Penalty: 4099.251953
	Iteration 4Q: 3 clusters Score -407178.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -407212.531250 Penalty: 4099.251953
	Iteration 5Q: 3 clusters Score -407212.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -407241.531250 Penalty: 4099.251953
	Iteration 6Q: 3 clusters Score -407241.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -407268.781250 Penalty: 4099.251953
	Iteration 7Q: 3 clusters Score -407268.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -407293.187500 Penalty: 4099.251953
	Iteration 8Q: 3 clusters Score -407293.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -407318.062500 Penalty: 4099.251953
	Iteration 9Q: 3 clusters Score -407318.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -407337.625000 Penalty: 4099.251953
	Iteration 10Q: 3 clusters Score -407337.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -407356.031250 Penalty: 4099.251953
	Iteration 11Q: 3 clusters Score -407356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -407377.343750 Penalty: 4099.251953
	Iteration 12Q: 3 clusters Score -407377.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -407400.437500 Penalty: 4099.251953
	Iteration 13Q: 3 clusters Score -407400.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -407428.375000 Penalty: 4099.251953
	Iteration 14Q: 3 clusters Score -407428.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -407460.250000 Penalty: 4099.251953
	Iteration 15Q: 3 clusters Score -407460.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -407494.500000 Penalty: 4099.251953
	Iteration 16Q: 3 clusters Score -407494.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -407536.031250 Penalty: 4099.251953
	Iteration 17Q: 3 clusters Score -407536 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -407593.281250 Penalty: 4099.251953
	Iteration 18Q: 3 clusters Score -407593.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -407679.812500 Penalty: 4099.251953
	Iteration 19Q: 3 clusters Score -407679.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -407825.062500 Penalty: 4099.251953
	Iteration 20F: 3 clusters Score -407825.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -408023.562500 Penalty: 4099.251953
	Iteration 21Q: 3 clusters Score -408023.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -408232.781250 Penalty: 4099.251953
	Iteration 22Q: 3 clusters Score -408232.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -408379.718750 Penalty: 4099.251953
	Iteration 23Q: 3 clusters Score -408379.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -408490.031250 Penalty: 4099.251953
	Iteration 24Q: 3 clusters Score -408490 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -408574.812500 Penalty: 4099.251953
	Iteration 25Q: 3 clusters Score -408574.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -408646.218750 Penalty: 4099.251953
	Iteration 26Q: 3 clusters Score -408646.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -408720.656250 Penalty: 4099.251953
	Iteration 27Q: 3 clusters Score -408720.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -408806.531250 Penalty: 4099.251953
	Iteration 28Q: 3 clusters Score -408806.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -408871.156250 Penalty: 4099.251953
	Iteration 29Q: 3 clusters Score -408871.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -408920.937500 Penalty: 4099.251953
	Iteration 30Q: 3 clusters Score -408920.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -408968.312500 Penalty: 4099.251953
	Iteration 31Q: 3 clusters Score -408968.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -409009.156250 Penalty: 4099.251953
	Iteration 32Q: 3 clusters Score -409009.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -409034.281250 Penalty: 4099.251953
	Iteration 33Q: 3 clusters Score -409034.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -409049.375000 Penalty: 4099.251953
	Iteration 34Q: 3 clusters Score -409049.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -409056.562500 Penalty: 4099.251953
	Iteration 35Q: 3 clusters Score -409056.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -409063.656250 Penalty: 4099.251953
	Iteration 36Q: 3 clusters Score -409063.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -409070.937500 Penalty: 4099.251953
	Iteration 37Q: 3 clusters Score -409070.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -409076.937500 Penalty: 4099.251953
	Iteration 38Q: 3 clusters Score -409076.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -409083.687500 Penalty: 4099.251953
	Iteration 39Q: 3 clusters Score -409083.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -409089.000000 Penalty: 4099.251953
	Iteration 40F: 3 clusters Score -409089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -409092.281250 Penalty: 4099.251953
	Iteration 41Q: 3 clusters Score -409092.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -409096.125000 Penalty: 4099.251953
	Iteration 42Q: 3 clusters Score -409096.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -409098.062500 Penalty: 4099.251953
	Iteration 43Q: 3 clusters Score -409098.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -409099.406250 Penalty: 4099.251953
	Iteration 44Q: 3 clusters Score -409099.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -409100.031250 Penalty: 4099.251953
	Iteration 45Q: 3 clusters Score -409100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -409103.312500 Penalty: 4099.251953
	Iteration 46Q: 3 clusters Score -409103.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -409106.843750 Penalty: 4099.251953
	Iteration 47Q: 3 clusters Score -409106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -409109.218750 Penalty: 4099.251953
	Iteration 48Q: 3 clusters Score -409109.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -409110.312500 Penalty: 4099.251953
	Iteration 49Q: 3 clusters Score -409110.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -409111.093750 Penalty: 4099.251953
	Iteration 50Q: 3 clusters Score -409111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -409111.937500 Penalty: 4099.251953
	Iteration 51Q: 3 clusters Score -409111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -409113.250000 Penalty: 4099.251953
	Iteration 52Q: 3 clusters Score -409113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -409113.406250 Penalty: 4099.251953
	Iteration 53Q: 3 clusters Score -409113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -409113.843750 Penalty: 4099.251953
	Iteration 54Q: 3 clusters Score -409113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -409114.500000 Penalty: 4099.251953
	Iteration 55Q: 3 clusters Score -409114.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -409115.750000 Penalty: 4099.251953
	Iteration 56Q: 3 clusters Score -409115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -409117.437500 Penalty: 4099.251953
	Iteration 57Q: 3 clusters Score -409117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -409119.125000 Penalty: 4099.251953
	Iteration 58Q: 3 clusters Score -409119.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -409120.531250 Penalty: 4099.251953
	Iteration 59Q: 3 clusters Score -409120.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -409124.093750 Penalty: 4099.251953
	Iteration 60F: 3 clusters Score -409124.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -409128.250000 Penalty: 4099.251953
	Iteration 61Q: 3 clusters Score -409128.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -409130.312500 Penalty: 4099.251953
	Iteration 62Q: 3 clusters Score -409130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -409131.031250 Penalty: 4099.251953
	Iteration 63Q: 3 clusters Score -409131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -409130.906250 Penalty: 4099.251953
	Iteration 64Q: 3 clusters Score -409130.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -409131.250000 Penalty: 4099.251953
	Iteration 65Q: 3 clusters Score -409131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -409131.562500 Penalty: 4099.251953
	Iteration 66Q: 3 clusters Score -409131.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -409132.687500 Penalty: 4099.251953
	Iteration 67Q: 3 clusters Score -409132.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -409135.750000 Penalty: 4099.251953
	Iteration 68Q: 3 clusters Score -409135.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -409136.406250 Penalty: 4099.251953
	Iteration 69Q: 3 clusters Score -409136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -409140.437500 Penalty: 4099.251953
	Iteration 70Q: 3 clusters Score -409140.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -409146.375000 Penalty: 4099.251953
	Iteration 71Q: 3 clusters Score -409146.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -409157.406250 Penalty: 4099.251953
	Iteration 72Q: 3 clusters Score -409157.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -409167.000000 Penalty: 4099.251953
	Iteration 73Q: 3 clusters Score -409167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -409173.562500 Penalty: 4099.251953
	Iteration 74Q: 3 clusters Score -409173.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -409178.718750 Penalty: 4099.251953
	Iteration 75Q: 3 clusters Score -409178.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -409184.656250 Penalty: 4099.251953
	Iteration 76Q: 3 clusters Score -409184.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -409187.531250 Penalty: 4099.251953
	Iteration 77Q: 3 clusters Score -409187.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -409194.156250 Penalty: 4099.251953
	Iteration 78Q: 3 clusters Score -409194.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -409200.343750 Penalty: 4099.251953
	Iteration 79Q: 3 clusters Score -409200.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -409209.281250 Penalty: 4099.251953
	Iteration 80F: 3 clusters Score -409209.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -409215.718750 Penalty: 4099.251953
	Iteration 81Q: 3 clusters Score -409215.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -409224.562500 Penalty: 4099.251953
	Iteration 82Q: 3 clusters Score -409224.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -409233.687500 Penalty: 4099.251953
	Iteration 83Q: 3 clusters Score -409233.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -409236.156250 Penalty: 4099.251953
	Iteration 84Q: 3 clusters Score -409236.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -409237.906250 Penalty: 4099.251953
	Iteration 85Q: 3 clusters Score -409237.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -409237.906250 Penalty: 4099.251953
	Iteration 86F: 3 clusters Score -409237.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Entering Unmasked Estep 
Score: -735881.375000 Penalty: 2219.410156
	Iteration 0F: 2 clusters Score -735881.4 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 3783 members 
Entering Unmasked Estep 
Score: -729769.937500 Penalty: 4438.820312
	Iteration 0F: 3 clusters Score -729769.9 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -731606.312500 Penalty: 4438.820312
	Iteration 1F: 3 clusters Score -731606.3 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -732052.625000 Penalty: 4438.820312
	Iteration 2F: 3 clusters Score -732052.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -732455.750000 Penalty: 4438.820312
	Iteration 3F: 3 clusters Score -732455.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -732873.437500 Penalty: 4438.820312
	Iteration 4F: 3 clusters Score -732873.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -733327.125000 Penalty: 4438.820312
	Iteration 5F: 3 clusters Score -733327.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -733741.000000 Penalty: 4438.820312
	Iteration 6F: 3 clusters Score -733741 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -734104.937500 Penalty: 4438.820312
	Iteration 7F: 3 clusters Score -734104.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -734431.000000 Penalty: 4438.820312
	Iteration 8F: 3 clusters Score -734431 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -734685.187500 Penalty: 4438.820312
	Iteration 9Q: 3 clusters Score -734685.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -734935.250000 Penalty: 4438.820312
	Iteration 10Q: 3 clusters Score -734935.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -735132.875000 Penalty: 4438.820312
	Iteration 11Q: 3 clusters Score -735132.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -735298.625000 Penalty: 4438.820312
	Iteration 12Q: 3 clusters Score -735298.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -735476.375000 Penalty: 4438.820312
	Iteration 13Q: 3 clusters Score -735476.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -735675.312500 Penalty: 4438.820312
	Iteration 14Q: 3 clusters Score -735675.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -735904.062500 Penalty: 4438.820312
	Iteration 15Q: 3 clusters Score -735904.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -736145.625000 Penalty: 4438.820312
	Iteration 16Q: 3 clusters Score -736145.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -736364.312500 Penalty: 4438.820312
	Iteration 17Q: 3 clusters Score -736364.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -736540.312500 Penalty: 4438.820312
	Iteration 18Q: 3 clusters Score -736540.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -736659.500000 Penalty: 4438.820312
	Iteration 19Q: 3 clusters Score -736659.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -736779.312500 Penalty: 4438.820312
	Iteration 20F: 3 clusters Score -736779.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -736880.875000 Penalty: 4438.820312
	Iteration 21Q: 3 clusters Score -736880.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -736949.875000 Penalty: 4438.820312
	Iteration 22Q: 3 clusters Score -736949.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -736998.625000 Penalty: 4438.820312
	Iteration 23Q: 3 clusters Score -736998.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -737063.562500 Penalty: 4438.820312
	Iteration 24Q: 3 clusters Score -737063.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -737083.687500 Penalty: 4438.820312
	Iteration 25Q: 3 clusters Score -737083.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -737093.812500 Penalty: 4438.820312
	Iteration 26Q: 3 clusters Score -737093.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -737097.812500 Penalty: 4438.820312
	Iteration 27Q: 3 clusters Score -737097.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -737098.312500 Penalty: 4438.820312
	Iteration 28Q: 3 clusters Score -737098.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -737098.125000 Penalty: 4438.820312
	Iteration 29Q: 3 clusters Score -737098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -737098.937500 Penalty: 4438.820312
	Iteration 30Q: 3 clusters Score -737098.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -737098.937500 Penalty: 4438.820312
	Iteration 31F: 3 clusters Score -737098.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29100 members 
Mstep: Class 3 contains 29221 members 
Mstep: Class 4 contains 3884 members 
Mstep: Class 5 contains 5321 members 
Mstep: Class 6 contains 8465 members 
Mstep: Class 7 contains 85031 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 104793 members 
Mstep: Class 11 contains 41679 members 
Mstep: Class 12 contains 2381 members 
Mstep: Class 13 contains 34941 members 
Mstep: Class 14 contains 158814 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29973 members 
Mstep: Class 18 contains 319266 members 
Mstep: Class 19 contains 9819 members 
Mstep: Class 20 contains 21067 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98012624.000000 Penalty: 71408.312500
Splitting cluster 5 changes total score from -98013080.000000 to -98012624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Entering Unmasked Estep 
Score: -932525.687500 Penalty: 2242.836426
	Iteration 0F: 2 clusters Score -932525.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -925815.812500 Penalty: 4485.672852
	Iteration 0F: 3 clusters Score -925815.8 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -927677.750000 Penalty: 4485.672852
	Iteration 1F: 3 clusters Score -927677.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -927919.500000 Penalty: 4485.672852
	Iteration 2F: 3 clusters Score -927919.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -928083.875000 Penalty: 4485.672852
	Iteration 3Q: 3 clusters Score -928083.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -928225.312500 Penalty: 4485.672852
	Iteration 4Q: 3 clusters Score -928225.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -928349.625000 Penalty: 4485.672852
	Iteration 5Q: 3 clusters Score -928349.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -928485.375000 Penalty: 4485.672852
	Iteration 6Q: 3 clusters Score -928485.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -928651.750000 Penalty: 4485.672852
	Iteration 7Q: 3 clusters Score -928651.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -928866.500000 Penalty: 4485.672852
	Iteration 8Q: 3 clusters Score -928866.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -929105.437500 Penalty: 4485.672852
	Iteration 9Q: 3 clusters Score -929105.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -929362.500000 Penalty: 4485.672852
	Iteration 10Q: 3 clusters Score -929362.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -929655.375000 Penalty: 4485.672852
	Iteration 11Q: 3 clusters Score -929655.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -929972.250000 Penalty: 4485.672852
	Iteration 12Q: 3 clusters Score -929972.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -930254.687500 Penalty: 4485.672852
	Iteration 13Q: 3 clusters Score -930254.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -930428.125000 Penalty: 4485.672852
	Iteration 14Q: 3 clusters Score -930428.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -930538.937500 Penalty: 4485.672852
	Iteration 15Q: 3 clusters Score -930538.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -930609.687500 Penalty: 4485.672852
	Iteration 16Q: 3 clusters Score -930609.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -930667.187500 Penalty: 4485.672852
	Iteration 17Q: 3 clusters Score -930667.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -930701.562500 Penalty: 4485.672852
	Iteration 18Q: 3 clusters Score -930701.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -930722.625000 Penalty: 4485.672852
	Iteration 19Q: 3 clusters Score -930722.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -930733.312500 Penalty: 4485.672852
	Iteration 20F: 3 clusters Score -930733.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -930740.187500 Penalty: 4485.672852
	Iteration 21Q: 3 clusters Score -930740.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -930750.625000 Penalty: 4485.672852
	Iteration 22Q: 3 clusters Score -930750.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -930754.625000 Penalty: 4485.672852
	Iteration 23Q: 3 clusters Score -930754.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -930762.125000 Penalty: 4485.672852
	Iteration 24Q: 3 clusters Score -930762.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -930768.875000 Penalty: 4485.672852
	Iteration 25Q: 3 clusters Score -930768.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -930776.500000 Penalty: 4485.672852
	Iteration 26Q: 3 clusters Score -930776.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -930780.187500 Penalty: 4485.672852
	Iteration 27Q: 3 clusters Score -930780.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -930788.375000 Penalty: 4485.672852
	Iteration 28Q: 3 clusters Score -930788.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -930791.875000 Penalty: 4485.672852
	Iteration 29Q: 3 clusters Score -930791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -930794.250000 Penalty: 4485.672852
	Iteration 30Q: 3 clusters Score -930794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -930795.250000 Penalty: 4485.672852
	Iteration 31Q: 3 clusters Score -930795.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -930800.562500 Penalty: 4485.672852
	Iteration 32Q: 3 clusters Score -930800.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -930804.125000 Penalty: 4485.672852
	Iteration 33Q: 3 clusters Score -930804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -930807.062500 Penalty: 4485.672852
	Iteration 34Q: 3 clusters Score -930807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -930809.812500 Penalty: 4485.672852
	Iteration 35Q: 3 clusters Score -930809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -930810.000000 Penalty: 4485.672852
	Iteration 36Q: 3 clusters Score -930810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -930811.687500 Penalty: 4485.672852
	Iteration 37Q: 3 clusters Score -930811.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -930811.625000 Penalty: 4485.672852
	Iteration 38Q: 3 clusters Score -930811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -930812.062500 Penalty: 4485.672852
	Iteration 39Q: 3 clusters Score -930812.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -930816.375000 Penalty: 4485.672852
	Iteration 40F: 3 clusters Score -930816.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -930819.562500 Penalty: 4485.672852
	Iteration 41Q: 3 clusters Score -930819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -930820.750000 Penalty: 4485.672852
	Iteration 42Q: 3 clusters Score -930820.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -930822.500000 Penalty: 4485.672852
	Iteration 43Q: 3 clusters Score -930822.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -930824.500000 Penalty: 4485.672852
	Iteration 44Q: 3 clusters Score -930824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -930823.937500 Penalty: 4485.672852
	Iteration 45Q: 3 clusters Score -930823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -930824.250000 Penalty: 4485.672852
	Iteration 46Q: 3 clusters Score -930824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -930822.437500 Penalty: 4485.672852
	Iteration 47Q: 3 clusters Score -930822.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -930822.437500 Penalty: 4485.672852
	Iteration 48F: 3 clusters Score -930822.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (85031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Entering Unmasked Estep 
Score: -9623274.000000 Penalty: 2814.991211
	Iteration 0F: 2 clusters Score -9623274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -9566327.000000 Penalty: 5629.982422
	Iteration 0F: 3 clusters Score -9566327 nChanged 39926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -9589107.000000 Penalty: 5629.982422
	Iteration 1F: 3 clusters Score -9589107 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -9589764.000000 Penalty: 5629.982422
	Iteration 2Q: 3 clusters Score -9589764 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -9590483.000000 Penalty: 5629.982422
	Iteration 3Q: 3 clusters Score -9590483 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -9591270.000000 Penalty: 5629.982422
	Iteration 4Q: 3 clusters Score -9591270 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -9592521.000000 Penalty: 5629.982422
	Iteration 5Q: 3 clusters Score -9592521 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -9594110.000000 Penalty: 5629.982422
	Iteration 6Q: 3 clusters Score -9594110 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -9596074.000000 Penalty: 5629.982422
	Iteration 7Q: 3 clusters Score -9596074 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 52120 members 
Entering Unmasked Estep 
Score: -9598515.000000 Penalty: 5629.982422
	Iteration 8F: 3 clusters Score -9598515 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -9601938.000000 Penalty: 5629.982422
	Iteration 9F: 3 clusters Score -9601938 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 61853 members 
Entering Unmasked Estep 
Score: -9606369.000000 Penalty: 5629.982422
	Iteration 10F: 3 clusters Score -9606369 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -9611334.000000 Penalty: 5629.982422
	Iteration 11F: 3 clusters Score -9611334 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 71386 members 
Entering Unmasked Estep 
Score: -9615266.000000 Penalty: 5629.982422
	Iteration 12F: 3 clusters Score -9615266 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 74125 members 
Entering Unmasked Estep 
Score: -9617810.000000 Penalty: 5629.982422
	Iteration 13Q: 3 clusters Score -9617810 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 75917 members 
Entering Unmasked Estep 
Score: -9619221.000000 Penalty: 5629.982422
	Iteration 14Q: 3 clusters Score -9619221 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 77138 members 
Entering Unmasked Estep 
Score: -9620022.000000 Penalty: 5629.982422
	Iteration 15Q: 3 clusters Score -9620022 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 78032 members 
Entering Unmasked Estep 
Score: -9620463.000000 Penalty: 5629.982422
	Iteration 16Q: 3 clusters Score -9620463 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -9620778.000000 Penalty: 5629.982422
	Iteration 17Q: 3 clusters Score -9620778 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 79351 members 
Entering Unmasked Estep 
Score: -9621052.000000 Penalty: 5629.982422
	Iteration 18Q: 3 clusters Score -9621052 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 79857 members 
Entering Unmasked Estep 
Score: -9621241.000000 Penalty: 5629.982422
	Iteration 19Q: 3 clusters Score -9621241 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 80270 members 
Entering Unmasked Estep 
Score: -9621372.000000 Penalty: 5629.982422
	Iteration 20F: 3 clusters Score -9621372 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -9621504.000000 Penalty: 5629.982422
	Iteration 21Q: 3 clusters Score -9621504 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -9621596.000000 Penalty: 5629.982422
	Iteration 22Q: 3 clusters Score -9621596 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 81151 members 
Entering Unmasked Estep 
Score: -9621611.000000 Penalty: 5629.982422
	Iteration 23Q: 3 clusters Score -9621611 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -9621687.000000 Penalty: 5629.982422
	Iteration 24Q: 3 clusters Score -9621687 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 81517 members 
Entering Unmasked Estep 
Score: -9621741.000000 Penalty: 5629.982422
	Iteration 25Q: 3 clusters Score -9621741 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 81671 members 
Entering Unmasked Estep 
Score: -9621798.000000 Penalty: 5629.982422
	Iteration 26Q: 3 clusters Score -9621798 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 81794 members 
Entering Unmasked Estep 
Score: -9621838.000000 Penalty: 5629.982422
	Iteration 27Q: 3 clusters Score -9621838 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 81898 members 
Entering Unmasked Estep 
Score: -9621840.000000 Penalty: 5629.982422
	Iteration 28Q: 3 clusters Score -9621840 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 81975 members 
Entering Unmasked Estep 
Score: -9621863.000000 Penalty: 5629.982422
	Iteration 29Q: 3 clusters Score -9621863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 82037 members 
Entering Unmasked Estep 
Score: -9621888.000000 Penalty: 5629.982422
	Iteration 30Q: 3 clusters Score -9621888 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 82087 members 
Entering Unmasked Estep 
Score: -9621899.000000 Penalty: 5629.982422
	Iteration 31Q: 3 clusters Score -9621899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 82141 members 
Entering Unmasked Estep 
Score: -9621907.000000 Penalty: 5629.982422
	Iteration 32Q: 3 clusters Score -9621907 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 82194 members 
Entering Unmasked Estep 
Score: -9621921.000000 Penalty: 5629.982422
	Iteration 33Q: 3 clusters Score -9621921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 82234 members 
Entering Unmasked Estep 
Score: -9621945.000000 Penalty: 5629.982422
	Iteration 34Q: 3 clusters Score -9621945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 82279 members 
Entering Unmasked Estep 
Score: -9621939.000000 Penalty: 5629.982422
	Iteration 35Q: 3 clusters Score -9621939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -9621924.000000 Penalty: 5629.982422
	Iteration 36Q: 3 clusters Score -9621924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 82386 members 
Entering Unmasked Estep 
Score: -9621940.000000 Penalty: 5629.982422
	Iteration 37Q: 3 clusters Score -9621940 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -9621960.000000 Penalty: 5629.982422
	Iteration 38Q: 3 clusters Score -9621960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -9621970.000000 Penalty: 5629.982422
	Iteration 39Q: 3 clusters Score -9621970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 82551 members 
Entering Unmasked Estep 
Score: -9621980.000000 Penalty: 5629.982422
	Iteration 40F: 3 clusters Score -9621980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -9621996.000000 Penalty: 5629.982422
	Iteration 41Q: 3 clusters Score -9621996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -9622010.000000 Penalty: 5629.982422
	Iteration 42Q: 3 clusters Score -9622010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 82675 members 
Entering Unmasked Estep 
Score: -9622018.000000 Penalty: 5629.982422
	Iteration 43Q: 3 clusters Score -9622018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 82703 members 
Entering Unmasked Estep 
Score: -9622028.000000 Penalty: 5629.982422
	Iteration 44Q: 3 clusters Score -9622028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 82718 members 
Entering Unmasked Estep 
Score: -9622022.000000 Penalty: 5629.982422
	Iteration 45Q: 3 clusters Score -9622022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 82732 members 
Entering Unmasked Estep 
Score: -9622013.000000 Penalty: 5629.982422
	Iteration 46Q: 3 clusters Score -9622013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 82744 members 
Entering Unmasked Estep 
Score: -9622019.000000 Penalty: 5629.982422
	Iteration 47Q: 3 clusters Score -9622019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 82757 members 
Entering Unmasked Estep 
Score: -9622022.000000 Penalty: 5629.982422
	Iteration 48Q: 3 clusters Score -9622022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 82771 members 
Entering Unmasked Estep 
Score: -9622034.000000 Penalty: 5629.982422
	Iteration 49Q: 3 clusters Score -9622034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 82783 members 
Entering Unmasked Estep 
Score: -9622028.000000 Penalty: 5629.982422
	Iteration 50Q: 3 clusters Score -9622028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -9622024.000000 Penalty: 5629.982422
	Iteration 51Q: 3 clusters Score -9622024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 82800 members 
Entering Unmasked Estep 
Score: -9622026.000000 Penalty: 5629.982422
	Iteration 52Q: 3 clusters Score -9622026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -9622022.000000 Penalty: 5629.982422
	Iteration 53Q: 3 clusters Score -9622022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -9622023.000000 Penalty: 5629.982422
	Iteration 54Q: 3 clusters Score -9622023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
Score: -9622020.000000 Penalty: 5629.982422
	Iteration 55Q: 3 clusters Score -9622020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 82818 members 
Entering Unmasked Estep 
Score: -9622022.000000 Penalty: 5629.982422
	Iteration 56Q: 3 clusters Score -9622022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 82819 members 
Entering Unmasked Estep 
Score: -9622022.000000 Penalty: 5629.982422
	Iteration 57Q: 3 clusters Score -9622022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 82821 members 
Entering Unmasked Estep 
Score: -9622027.000000 Penalty: 5629.982422
	Iteration 58Q: 3 clusters Score -9622027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 82823 members 
Entering Unmasked Estep 
Score: -9622033.000000 Penalty: 5629.982422
	Iteration 59Q: 3 clusters Score -9622033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 82823 members 
Entering Unmasked Estep 
Score: -9622033.000000 Penalty: 5629.982422
	Iteration 60F: 3 clusters Score -9622033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -88651.843750 Penalty: 1687.269287
	Iteration 0F: 2 clusters Score -88651.84 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 465 members 
Entering Unmasked Estep 
Score: -86804.914062 Penalty: 3374.538574
	Iteration 0F: 3 clusters Score -86804.91 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -87226.679688 Penalty: 3374.538574
	Iteration 1F: 3 clusters Score -87226.68 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -87454.742188 Penalty: 3374.538574
	Iteration 2F: 3 clusters Score -87454.74 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87557.921875 Penalty: 3374.538574
	Iteration 3Q: 3 clusters Score -87557.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -87633.492188 Penalty: 3374.538574
	Iteration 4Q: 3 clusters Score -87633.49 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87712.960938 Penalty: 3374.538574
	Iteration 5Q: 3 clusters Score -87712.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -87782.343750 Penalty: 3374.538574
	Iteration 6Q: 3 clusters Score -87782.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87854.742188 Penalty: 3374.538574
	Iteration 7Q: 3 clusters Score -87854.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -87917.734375 Penalty: 3374.538574
	Iteration 8Q: 3 clusters Score -87917.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87972.125000 Penalty: 3374.538574
	Iteration 9Q: 3 clusters Score -87972.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -88020.015625 Penalty: 3374.538574
	Iteration 10Q: 3 clusters Score -88020.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -88098.953125 Penalty: 3374.538574
	Iteration 11Q: 3 clusters Score -88098.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -88182.000000 Penalty: 3374.538574
	Iteration 12Q: 3 clusters Score -88182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88310.257812 Penalty: 3374.538574
	Iteration 13Q: 3 clusters Score -88310.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88447.148438 Penalty: 3374.538574
	Iteration 14Q: 3 clusters Score -88447.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -88481.773438 Penalty: 3374.538574
	Iteration 15Q: 3 clusters Score -88481.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88491.703125 Penalty: 3374.538574
	Iteration 16Q: 3 clusters Score -88491.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88495.476562 Penalty: 3374.538574
	Iteration 17Q: 3 clusters Score -88495.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88496.609375 Penalty: 3374.538574
	Iteration 18F: 3 clusters Score -88496.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -88500.421875 Penalty: 3374.538574
	Iteration 19Q: 3 clusters Score -88500.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -88500.421875 Penalty: 3374.538574
	Iteration 20F: 3 clusters Score -88500.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -90171.789062 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -90171.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -88290.601562 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -88290.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -88626.531250 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -88626.53 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -88757.617188 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -88757.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -88858.421875 Penalty: 3394.500000
	Iteration 3F: 3 clusters Score -88858.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -88960.992188 Penalty: 3394.500000
	Iteration 4Q: 3 clusters Score -88960.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -89157.523438 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -89157.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -89342.828125 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -89342.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -89465.976562 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -89465.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -89528.726562 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -89528.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -89597.859375 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -89597.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -89657.351562 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -89657.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -89711.210938 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -89711.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -89754.039062 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -89754.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -89774.804688 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -89774.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -89785.625000 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -89785.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -89798.820312 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -89798.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -89811.109375 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -89811.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -89812.742188 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -89812.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -89814.468750 Penalty: 3394.500000
	Iteration 18Q: 3 clusters Score -89814.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -89823.343750 Penalty: 3394.500000
	Iteration 19Q: 3 clusters Score -89823.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -89829.375000 Penalty: 3394.500000
	Iteration 20F: 3 clusters Score -89829.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -89839.875000 Penalty: 3394.500000
	Iteration 21Q: 3 clusters Score -89839.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -89856.757812 Penalty: 3394.500000
	Iteration 22Q: 3 clusters Score -89856.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -89932.812500 Penalty: 3394.500000
	Iteration 23Q: 3 clusters Score -89932.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -90149.453125 Penalty: 3394.500000
	Iteration 24Q: 3 clusters Score -90149.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -90641.648438 Penalty: 3394.500000
	Iteration 25Q: 3 clusters Score -90641.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -91368.882812 Penalty: 3394.500000
	Iteration 26Q: 3 clusters Score -91368.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -91443.640625 Penalty: 3394.500000
	Iteration 27Q: 3 clusters Score -91443.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -91534.578125 Penalty: 3394.500000
	Iteration 28Q: 3 clusters Score -91534.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -91569.179688 Penalty: 3394.500000
	Iteration 29Q: 3 clusters Score -91569.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -91586.804688 Penalty: 3394.500000
	Iteration 30Q: 3 clusters Score -91586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -91595.125000 Penalty: 3394.500000
	Iteration 31Q: 3 clusters Score -91595.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -91598.757812 Penalty: 3394.500000
	Iteration 32Q: 3 clusters Score -91598.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -91598.757812 Penalty: 3394.500000
	Iteration 33F: 3 clusters Score -91598.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29100 members 
Mstep: Class 3 contains 29221 members 
Mstep: Class 4 contains 3884 members 
Mstep: Class 5 contains 7702 members 
Mstep: Class 6 contains 8465 members 
Mstep: Class 7 contains 85031 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 333 members 
Mstep: Class 10 contains 104793 members 
Mstep: Class 11 contains 41679 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 13 contains 34941 members 
Mstep: Class 14 contains 158814 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29973 members 
Mstep: Class 18 contains 319266 members 
Mstep: Class 19 contains 9819 members 
Mstep: Class 20 contains 21067 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98012784.000000 Penalty: 71408.312500
Splitting cluster 9 changes total score from -98013080.000000 to -98012784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (104793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104793 members 
Entering Unmasked Estep 
Score: -11883697.000000 Penalty: 2866.815918
	Iteration 0F: 2 clusters Score -1.18837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 52060 members 
Entering Unmasked Estep 
Score: -11813644.000000 Penalty: 5733.631836
	Iteration 0F: 3 clusters Score -1.181364e+07 nChanged 49574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57317 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -11841882.000000 Penalty: 5733.631836
	Iteration 1F: 3 clusters Score -1.184188e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60128 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -11843193.000000 Penalty: 5733.631836
	Iteration 2Q: 3 clusters Score -1.184319e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64409 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -11845458.000000 Penalty: 5733.631836
	Iteration 3Q: 3 clusters Score -1.184546e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -11849377.000000 Penalty: 5733.631836
	Iteration 4F: 3 clusters Score -1.184938e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79218 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -11856225.000000 Penalty: 5733.631836
	Iteration 5F: 3 clusters Score -1.185622e+07 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89042 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -11865926.000000 Penalty: 5733.631836
	Iteration 6F: 3 clusters Score -1.186593e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -11874541.000000 Penalty: 5733.631836
	Iteration 7F: 3 clusters Score -1.187454e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101688 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -11878954.000000 Penalty: 5733.631836
	Iteration 8Q: 3 clusters Score -1.187895e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103321 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -11880364.000000 Penalty: 5733.631836
	Iteration 9Q: 3 clusters Score -1.188036e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103861 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -11880852.000000 Penalty: 5733.631836
	Iteration 10Q: 3 clusters Score -1.188085e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104051 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -11881051.000000 Penalty: 5733.631836
	Iteration 11Q: 3 clusters Score -1.188105e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104134 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11881130.000000 Penalty: 5733.631836
	Iteration 12Q: 3 clusters Score -1.188113e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104184 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -11881194.000000 Penalty: 5733.631836
	Iteration 13Q: 3 clusters Score -1.188119e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104207 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -11881239.000000 Penalty: 5733.631836
	Iteration 14Q: 3 clusters Score -1.188124e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104221 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11881277.000000 Penalty: 5733.631836
	Iteration 15Q: 3 clusters Score -1.188128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104233 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -11881286.000000 Penalty: 5733.631836
	Iteration 16Q: 3 clusters Score -1.188129e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104250 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -11881302.000000 Penalty: 5733.631836
	Iteration 17Q: 3 clusters Score -1.18813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104257 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -11881300.000000 Penalty: 5733.631836
	Iteration 18Q: 3 clusters Score -1.18813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104263 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11881312.000000 Penalty: 5733.631836
	Iteration 19Q: 3 clusters Score -1.188131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104271 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11881314.000000 Penalty: 5733.631836
	Iteration 20F: 3 clusters Score -1.188131e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104279 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -11881324.000000 Penalty: 5733.631836
	Iteration 21Q: 3 clusters Score -1.188132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104285 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11881331.000000 Penalty: 5733.631836
	Iteration 22Q: 3 clusters Score -1.188133e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104287 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11881330.000000 Penalty: 5733.631836
	Iteration 23Q: 3 clusters Score -1.188133e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104286 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11881324.000000 Penalty: 5733.631836
	Iteration 24Q: 3 clusters Score -1.188132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104286 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -11881324.000000 Penalty: 5733.631836
	Iteration 25F: 3 clusters Score -1.188132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Entering Unmasked Estep 
Score: -4517422.500000 Penalty: 2638.162598
	Iteration 0F: 2 clusters Score -4517422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -4489249.500000 Penalty: 5276.325195
	Iteration 0F: 3 clusters Score -4489250 nChanged 19019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -4499502.500000 Penalty: 5276.325195
	Iteration 1F: 3 clusters Score -4499502 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -4499977.000000 Penalty: 5276.325195
	Iteration 2Q: 3 clusters Score -4499977 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -4500433.000000 Penalty: 5276.325195
	Iteration 3Q: 3 clusters Score -4500433 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -4500944.000000 Penalty: 5276.325195
	Iteration 4Q: 3 clusters Score -4500944 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -4501569.500000 Penalty: 5276.325195
	Iteration 5Q: 3 clusters Score -4501570 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -4502325.000000 Penalty: 5276.325195
	Iteration 6Q: 3 clusters Score -4502325 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -4503323.500000 Penalty: 5276.325195
	Iteration 7Q: 3 clusters Score -4503324 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -4504510.000000 Penalty: 5276.325195
	Iteration 8Q: 3 clusters Score -4504510 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -4505698.500000 Penalty: 5276.325195
	Iteration 9Q: 3 clusters Score -4505698 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -4506661.500000 Penalty: 5276.325195
	Iteration 10Q: 3 clusters Score -4506662 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4507418.000000 Penalty: 5276.325195
	Iteration 11Q: 3 clusters Score -4507418 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -4508024.500000 Penalty: 5276.325195
	Iteration 12Q: 3 clusters Score -4508024 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -4508513.500000 Penalty: 5276.325195
	Iteration 13Q: 3 clusters Score -4508514 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -4508872.500000 Penalty: 5276.325195
	Iteration 14Q: 3 clusters Score -4508872 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -4509098.000000 Penalty: 5276.325195
	Iteration 15Q: 3 clusters Score -4509098 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -4509301.500000 Penalty: 5276.325195
	Iteration 16Q: 3 clusters Score -4509302 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4509440.000000 Penalty: 5276.325195
	Iteration 17Q: 3 clusters Score -4509440 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -4509650.000000 Penalty: 5276.325195
	Iteration 18Q: 3 clusters Score -4509650 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -4509768.500000 Penalty: 5276.325195
	Iteration 19Q: 3 clusters Score -4509768 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -4509955.000000 Penalty: 5276.325195
	Iteration 20F: 3 clusters Score -4509955 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -4510116.000000 Penalty: 5276.325195
	Iteration 21Q: 3 clusters Score -4510116 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -4510347.000000 Penalty: 5276.325195
	Iteration 22Q: 3 clusters Score -4510347 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -4510601.500000 Penalty: 5276.325195
	Iteration 23Q: 3 clusters Score -4510602 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -4510889.000000 Penalty: 5276.325195
	Iteration 24Q: 3 clusters Score -4510889 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -4511176.500000 Penalty: 5276.325195
	Iteration 25Q: 3 clusters Score -4511176 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -4511514.000000 Penalty: 5276.325195
	Iteration 26Q: 3 clusters Score -4511514 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -4511862.000000 Penalty: 5276.325195
	Iteration 27Q: 3 clusters Score -4511862 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -4512221.500000 Penalty: 5276.325195
	Iteration 28Q: 3 clusters Score -4512222 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -4512538.000000 Penalty: 5276.325195
	Iteration 29Q: 3 clusters Score -4512538 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -4512880.000000 Penalty: 5276.325195
	Iteration 30Q: 3 clusters Score -4512880 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -4513192.500000 Penalty: 5276.325195
	Iteration 31Q: 3 clusters Score -4513192 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -4513481.000000 Penalty: 5276.325195
	Iteration 32Q: 3 clusters Score -4513481 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -4513722.000000 Penalty: 5276.325195
	Iteration 33Q: 3 clusters Score -4513722 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -4513928.500000 Penalty: 5276.325195
	Iteration 34Q: 3 clusters Score -4513928 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -4514121.500000 Penalty: 5276.325195
	Iteration 35Q: 3 clusters Score -4514122 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -4514273.000000 Penalty: 5276.325195
	Iteration 36Q: 3 clusters Score -4514273 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -4514410.000000 Penalty: 5276.325195
	Iteration 37Q: 3 clusters Score -4514410 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -4514540.500000 Penalty: 5276.325195
	Iteration 38Q: 3 clusters Score -4514540 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -4514618.000000 Penalty: 5276.325195
	Iteration 39Q: 3 clusters Score -4514618 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -4514710.500000 Penalty: 5276.325195
	Iteration 40F: 3 clusters Score -4514710 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -4514774.500000 Penalty: 5276.325195
	Iteration 41Q: 3 clusters Score -4514774 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -4514830.500000 Penalty: 5276.325195
	Iteration 42Q: 3 clusters Score -4514830 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -4514884.000000 Penalty: 5276.325195
	Iteration 43Q: 3 clusters Score -4514884 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -4514909.500000 Penalty: 5276.325195
	Iteration 44Q: 3 clusters Score -4514910 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -4514963.500000 Penalty: 5276.325195
	Iteration 45Q: 3 clusters Score -4514964 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -4515002.500000 Penalty: 5276.325195
	Iteration 46Q: 3 clusters Score -4515002 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -4515038.000000 Penalty: 5276.325195
	Iteration 47Q: 3 clusters Score -4515038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -4515060.000000 Penalty: 5276.325195
	Iteration 48Q: 3 clusters Score -4515060 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -4515095.000000 Penalty: 5276.325195
	Iteration 49Q: 3 clusters Score -4515095 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -4515130.500000 Penalty: 5276.325195
	Iteration 50Q: 3 clusters Score -4515130 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -4515149.500000 Penalty: 5276.325195
	Iteration 51Q: 3 clusters Score -4515150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -4515164.500000 Penalty: 5276.325195
	Iteration 52Q: 3 clusters Score -4515164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -4515182.500000 Penalty: 5276.325195
	Iteration 53Q: 3 clusters Score -4515182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -4515195.500000 Penalty: 5276.325195
	Iteration 54Q: 3 clusters Score -4515196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -4515206.000000 Penalty: 5276.325195
	Iteration 55Q: 3 clusters Score -4515206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -4515214.500000 Penalty: 5276.325195
	Iteration 56Q: 3 clusters Score -4515214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -4515223.500000 Penalty: 5276.325195
	Iteration 57Q: 3 clusters Score -4515224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -4515237.000000 Penalty: 5276.325195
	Iteration 58Q: 3 clusters Score -4515237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -4515234.000000 Penalty: 5276.325195
	Iteration 59Q: 3 clusters Score -4515234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -4515242.000000 Penalty: 5276.325195
	Iteration 60F: 3 clusters Score -4515242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -4515259.500000 Penalty: 5276.325195
	Iteration 61Q: 3 clusters Score -4515260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -4515267.500000 Penalty: 5276.325195
	Iteration 62Q: 3 clusters Score -4515268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -4515278.000000 Penalty: 5276.325195
	Iteration 63Q: 3 clusters Score -4515278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -4515285.500000 Penalty: 5276.325195
	Iteration 64Q: 3 clusters Score -4515286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -4515287.500000 Penalty: 5276.325195
	Iteration 65Q: 3 clusters Score -4515288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -4515299.000000 Penalty: 5276.325195
	Iteration 66Q: 3 clusters Score -4515299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -4515310.000000 Penalty: 5276.325195
	Iteration 67Q: 3 clusters Score -4515310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -4515317.000000 Penalty: 5276.325195
	Iteration 68Q: 3 clusters Score -4515317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -4515312.500000 Penalty: 5276.325195
	Iteration 69Q: 3 clusters Score -4515312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -4515319.000000 Penalty: 5276.325195
	Iteration 70Q: 3 clusters Score -4515319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -4515316.500000 Penalty: 5276.325195
	Iteration 71Q: 3 clusters Score -4515316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -4515317.000000 Penalty: 5276.325195
	Iteration 72Q: 3 clusters Score -4515317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -4515317.000000 Penalty: 5276.325195
	Iteration 73F: 3 clusters Score -4515317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Entering Unmasked Estep 
Score: -3940643.250000 Penalty: 2594.431152
	Iteration 0F: 2 clusters Score -3940643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -3916813.250000 Penalty: 5188.862305
	Iteration 0F: 3 clusters Score -3916813 nChanged 15846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3925334.750000 Penalty: 5188.862305
	Iteration 1F: 3 clusters Score -3925335 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -3925807.250000 Penalty: 5188.862305
	Iteration 2Q: 3 clusters Score -3925807 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3926217.500000 Penalty: 5188.862305
	Iteration 3Q: 3 clusters Score -3926218 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3926669.500000 Penalty: 5188.862305
	Iteration 4Q: 3 clusters Score -3926670 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -3927267.750000 Penalty: 5188.862305
	Iteration 5Q: 3 clusters Score -3927268 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -3928090.000000 Penalty: 5188.862305
	Iteration 6Q: 3 clusters Score -3928090 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3929228.500000 Penalty: 5188.862305
	Iteration 7F: 3 clusters Score -3929228 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -3930728.500000 Penalty: 5188.862305
	Iteration 8F: 3 clusters Score -3930728 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3932444.250000 Penalty: 5188.862305
	Iteration 9F: 3 clusters Score -3932444 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -3934025.250000 Penalty: 5188.862305
	Iteration 10F: 3 clusters Score -3934025 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -3935456.250000 Penalty: 5188.862305
	Iteration 11F: 3 clusters Score -3935456 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -3936597.000000 Penalty: 5188.862305
	Iteration 12Q: 3 clusters Score -3936597 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -3937352.250000 Penalty: 5188.862305
	Iteration 13Q: 3 clusters Score -3937352 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -3937846.750000 Penalty: 5188.862305
	Iteration 14Q: 3 clusters Score -3937847 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -3938093.500000 Penalty: 5188.862305
	Iteration 15Q: 3 clusters Score -3938094 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -3938227.000000 Penalty: 5188.862305
	Iteration 16Q: 3 clusters Score -3938227 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -3938299.500000 Penalty: 5188.862305
	Iteration 17Q: 3 clusters Score -3938300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -3938348.000000 Penalty: 5188.862305
	Iteration 18Q: 3 clusters Score -3938348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -3938383.750000 Penalty: 5188.862305
	Iteration 19Q: 3 clusters Score -3938384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -3938406.750000 Penalty: 5188.862305
	Iteration 20F: 3 clusters Score -3938407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -3938410.750000 Penalty: 5188.862305
	Iteration 21Q: 3 clusters Score -3938411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -3938412.500000 Penalty: 5188.862305
	Iteration 22Q: 3 clusters Score -3938412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -3938415.750000 Penalty: 5188.862305
	Iteration 23Q: 3 clusters Score -3938416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -3938417.000000 Penalty: 5188.862305
	Iteration 24Q: 3 clusters Score -3938417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -3938422.250000 Penalty: 5188.862305
	Iteration 25Q: 3 clusters Score -3938422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -3938428.250000 Penalty: 5188.862305
	Iteration 26Q: 3 clusters Score -3938428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -3938431.250000 Penalty: 5188.862305
	Iteration 27Q: 3 clusters Score -3938431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -3938429.750000 Penalty: 5188.862305
	Iteration 28Q: 3 clusters Score -3938430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -3938429.750000 Penalty: 5188.862305
	Iteration 29F: 3 clusters Score -3938430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (158814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158814 members 
Entering Unmasked Estep 
Score: -17665528.000000 Penalty: 2969.921143
	Iteration 0F: 2 clusters Score -1.766553e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79373 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -17559112.000000 Penalty: 5939.842285
	Iteration 0F: 3 clusters Score -1.755911e+07 nChanged 76345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78496 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -17603960.000000 Penalty: 5939.842285
	Iteration 1F: 3 clusters Score -1.760396e+07 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78229 members 
Mstep: Class 2 contains 80585 members 
Entering Unmasked Estep 
Score: -17605024.000000 Penalty: 5939.842285
	Iteration 2Q: 3 clusters Score -1.760502e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77874 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -17606440.000000 Penalty: 5939.842285
	Iteration 3Q: 3 clusters Score -1.760644e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77271 members 
Mstep: Class 2 contains 81543 members 
Entering Unmasked Estep 
Score: -17608164.000000 Penalty: 5939.842285
	Iteration 4Q: 3 clusters Score -1.760816e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 82334 members 
Entering Unmasked Estep 
Score: -17610554.000000 Penalty: 5939.842285
	Iteration 5Q: 3 clusters Score -1.761055e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75251 members 
Mstep: Class 2 contains 83563 members 
Entering Unmasked Estep 
Score: -17614232.000000 Penalty: 5939.842285
	Iteration 6Q: 3 clusters Score -1.761423e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73345 members 
Mstep: Class 2 contains 85469 members 
Entering Unmasked Estep 
Score: -17619742.000000 Penalty: 5939.842285
	Iteration 7F: 3 clusters Score -1.761974e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71300 members 
Mstep: Class 2 contains 87514 members 
Entering Unmasked Estep 
Score: -17626608.000000 Penalty: 5939.842285
	Iteration 8F: 3 clusters Score -1.762661e+07 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69585 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
Score: -17632848.000000 Penalty: 5939.842285
	Iteration 9F: 3 clusters Score -1.763285e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68342 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -17637730.000000 Penalty: 5939.842285
	Iteration 10F: 3 clusters Score -1.763773e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 91216 members 
Entering Unmasked Estep 
Score: -17640834.000000 Penalty: 5939.842285
	Iteration 11Q: 3 clusters Score -1.764083e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 91690 members 
Entering Unmasked Estep 
Score: -17642370.000000 Penalty: 5939.842285
	Iteration 12Q: 3 clusters Score -1.764237e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 91960 members 
Entering Unmasked Estep 
Score: -17643348.000000 Penalty: 5939.842285
	Iteration 13Q: 3 clusters Score -1.764335e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66696 members 
Mstep: Class 2 contains 92118 members 
Entering Unmasked Estep 
Score: -17643808.000000 Penalty: 5939.842285
	Iteration 14Q: 3 clusters Score -1.764381e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66491 members 
Mstep: Class 2 contains 92323 members 
Entering Unmasked Estep 
Score: -17644014.000000 Penalty: 5939.842285
	Iteration 15Q: 3 clusters Score -1.764401e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66246 members 
Mstep: Class 2 contains 92568 members 
Entering Unmasked Estep 
Score: -17644176.000000 Penalty: 5939.842285
	Iteration 16Q: 3 clusters Score -1.764418e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65973 members 
Mstep: Class 2 contains 92841 members 
Entering Unmasked Estep 
Score: -17644162.000000 Penalty: 5939.842285
	Iteration 17Q: 3 clusters Score -1.764416e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 93158 members 
Entering Unmasked Estep 
Score: -17644216.000000 Penalty: 5939.842285
	Iteration 18Q: 3 clusters Score -1.764422e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 93547 members 
Entering Unmasked Estep 
Score: -17644286.000000 Penalty: 5939.842285
	Iteration 19Q: 3 clusters Score -1.764429e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 93936 members 
Entering Unmasked Estep 
Score: -17644304.000000 Penalty: 5939.842285
	Iteration 20F: 3 clusters Score -1.76443e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64459 members 
Mstep: Class 2 contains 94355 members 
Entering Unmasked Estep 
Score: -17644346.000000 Penalty: 5939.842285
	Iteration 21Q: 3 clusters Score -1.764435e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 94825 members 
Entering Unmasked Estep 
Score: -17644440.000000 Penalty: 5939.842285
	Iteration 22Q: 3 clusters Score -1.764444e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 95298 members 
Entering Unmasked Estep 
Score: -17644546.000000 Penalty: 5939.842285
	Iteration 23Q: 3 clusters Score -1.764455e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 95798 members 
Entering Unmasked Estep 
Score: -17644654.000000 Penalty: 5939.842285
	Iteration 24Q: 3 clusters Score -1.764465e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62471 members 
Mstep: Class 2 contains 96343 members 
Entering Unmasked Estep 
Score: -17644736.000000 Penalty: 5939.842285
	Iteration 25Q: 3 clusters Score -1.764474e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 96916 members 
Entering Unmasked Estep 
Score: -17644780.000000 Penalty: 5939.842285
	Iteration 26Q: 3 clusters Score -1.764478e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61275 members 
Mstep: Class 2 contains 97539 members 
Entering Unmasked Estep 
Score: -17644824.000000 Penalty: 5939.842285
	Iteration 27Q: 3 clusters Score -1.764482e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -17644870.000000 Penalty: 5939.842285
	Iteration 28Q: 3 clusters Score -1.764487e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60036 members 
Mstep: Class 2 contains 98778 members 
Entering Unmasked Estep 
Score: -17644984.000000 Penalty: 5939.842285
	Iteration 29Q: 3 clusters Score -1.764498e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 99470 members 
Entering Unmasked Estep 
Score: -17645024.000000 Penalty: 5939.842285
	Iteration 30Q: 3 clusters Score -1.764502e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 100202 members 
Entering Unmasked Estep 
Score: -17645032.000000 Penalty: 5939.842285
	Iteration 31Q: 3 clusters Score -1.764503e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57799 members 
Mstep: Class 2 contains 101015 members 
Entering Unmasked Estep 
Score: -17645098.000000 Penalty: 5939.842285
	Iteration 32Q: 3 clusters Score -1.76451e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56965 members 
Mstep: Class 2 contains 101849 members 
Entering Unmasked Estep 
Score: -17645242.000000 Penalty: 5939.842285
	Iteration 33Q: 3 clusters Score -1.764524e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 102755 members 
Entering Unmasked Estep 
Score: -17645376.000000 Penalty: 5939.842285
	Iteration 34Q: 3 clusters Score -1.764538e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 103706 members 
Entering Unmasked Estep 
Score: -17645550.000000 Penalty: 5939.842285
	Iteration 35Q: 3 clusters Score -1.764555e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 104704 members 
Entering Unmasked Estep 
Score: -17645636.000000 Penalty: 5939.842285
	Iteration 36Q: 3 clusters Score -1.764564e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 105836 members 
Entering Unmasked Estep 
Score: -17645834.000000 Penalty: 5939.842285
	Iteration 37Q: 3 clusters Score -1.764583e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 107072 members 
Entering Unmasked Estep 
Score: -17646028.000000 Penalty: 5939.842285
	Iteration 38Q: 3 clusters Score -1.764603e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 108378 members 
Entering Unmasked Estep 
Score: -17646180.000000 Penalty: 5939.842285
	Iteration 39Q: 3 clusters Score -1.764618e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 109821 members 
Entering Unmasked Estep 
Score: -17646486.000000 Penalty: 5939.842285
	Iteration 40F: 3 clusters Score -1.764649e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 111354 members 
Entering Unmasked Estep 
Score: -17646696.000000 Penalty: 5939.842285
	Iteration 41Q: 3 clusters Score -1.76467e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 112912 members 
Entering Unmasked Estep 
Score: -17647064.000000 Penalty: 5939.842285
	Iteration 42Q: 3 clusters Score -1.764706e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 114607 members 
Entering Unmasked Estep 
Score: -17647446.000000 Penalty: 5939.842285
	Iteration 43Q: 3 clusters Score -1.764745e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 116412 members 
Entering Unmasked Estep 
Score: -17647848.000000 Penalty: 5939.842285
	Iteration 44Q: 3 clusters Score -1.764785e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 118289 members 
Entering Unmasked Estep 
Score: -17648198.000000 Penalty: 5939.842285
	Iteration 45Q: 3 clusters Score -1.76482e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 120262 members 
Entering Unmasked Estep 
Score: -17648652.000000 Penalty: 5939.842285
	Iteration 46Q: 3 clusters Score -1.764865e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 122365 members 
Entering Unmasked Estep 
Score: -17649132.000000 Penalty: 5939.842285
	Iteration 47Q: 3 clusters Score -1.764913e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 124471 members 
Entering Unmasked Estep 
Score: -17649668.000000 Penalty: 5939.842285
	Iteration 48Q: 3 clusters Score -1.764967e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 126688 members 
Entering Unmasked Estep 
Score: -17650200.000000 Penalty: 5939.842285
	Iteration 49Q: 3 clusters Score -1.76502e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 128987 members 
Entering Unmasked Estep 
Score: -17650972.000000 Penalty: 5939.842285
	Iteration 50Q: 3 clusters Score -1.765097e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 131324 members 
Entering Unmasked Estep 
Score: -17651848.000000 Penalty: 5939.842285
	Iteration 51Q: 3 clusters Score -1.765185e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 133740 members 
Entering Unmasked Estep 
Score: -17652664.000000 Penalty: 5939.842285
	Iteration 52Q: 3 clusters Score -1.765266e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 136306 members 
Entering Unmasked Estep 
Score: -17653534.000000 Penalty: 5939.842285
	Iteration 53Q: 3 clusters Score -1.765353e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 138870 members 
Entering Unmasked Estep 
Score: -17654466.000000 Penalty: 5939.842285
	Iteration 54Q: 3 clusters Score -1.765447e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 141434 members 
Entering Unmasked Estep 
Score: -17655552.000000 Penalty: 5939.842285
	Iteration 55Q: 3 clusters Score -1.765555e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 143913 members 
Entering Unmasked Estep 
Score: -17656634.000000 Penalty: 5939.842285
	Iteration 56Q: 3 clusters Score -1.765663e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 146192 members 
Entering Unmasked Estep 
Score: -17657734.000000 Penalty: 5939.842285
	Iteration 57Q: 3 clusters Score -1.765773e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 148319 members 
Entering Unmasked Estep 
Score: -17658678.000000 Penalty: 5939.842285
	Iteration 58Q: 3 clusters Score -1.765868e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 150233 members 
Entering Unmasked Estep 
Score: -17659616.000000 Penalty: 5939.842285
	Iteration 59Q: 3 clusters Score -1.765962e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 151962 members 
Entering Unmasked Estep 
Score: -17660458.000000 Penalty: 5939.842285
	Iteration 60F: 3 clusters Score -1.766046e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 153475 members 
Entering Unmasked Estep 
Score: -17661160.000000 Penalty: 5939.842285
	Iteration 61Q: 3 clusters Score -1.766116e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 154710 members 
Entering Unmasked Estep 
Score: -17661712.000000 Penalty: 5939.842285
	Iteration 62Q: 3 clusters Score -1.766171e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 155597 members 
Entering Unmasked Estep 
Score: -17662048.000000 Penalty: 5939.842285
	Iteration 63Q: 3 clusters Score -1.766205e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 156235 members 
Entering Unmasked Estep 
Score: -17662318.000000 Penalty: 5939.842285
	Iteration 64Q: 3 clusters Score -1.766232e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 156698 members 
Entering Unmasked Estep 
Score: -17662502.000000 Penalty: 5939.842285
	Iteration 65Q: 3 clusters Score -1.76625e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 157019 members 
Entering Unmasked Estep 
Score: -17662648.000000 Penalty: 5939.842285
	Iteration 66Q: 3 clusters Score -1.766265e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 157234 members 
Entering Unmasked Estep 
Score: -17662760.000000 Penalty: 5939.842285
	Iteration 67Q: 3 clusters Score -1.766276e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 157395 members 
Entering Unmasked Estep 
Score: -17662826.000000 Penalty: 5939.842285
	Iteration 68Q: 3 clusters Score -1.766283e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 157512 members 
Entering Unmasked Estep 
Score: -17662890.000000 Penalty: 5939.842285
	Iteration 69Q: 3 clusters Score -1.766289e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 157593 members 
Entering Unmasked Estep 
Score: -17662968.000000 Penalty: 5939.842285
	Iteration 70Q: 3 clusters Score -1.766297e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 157664 members 
Entering Unmasked Estep 
Score: -17662970.000000 Penalty: 5939.842285
	Iteration 71Q: 3 clusters Score -1.766297e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 157723 members 
Entering Unmasked Estep 
Score: -17662974.000000 Penalty: 5939.842285
	Iteration 72Q: 3 clusters Score -1.766297e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 157772 members 
Entering Unmasked Estep 
Score: -17663012.000000 Penalty: 5939.842285
	Iteration 73Q: 3 clusters Score -1.766301e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 157803 members 
Entering Unmasked Estep 
Score: -17663026.000000 Penalty: 5939.842285
	Iteration 74Q: 3 clusters Score -1.766303e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 157827 members 
Entering Unmasked Estep 
Score: -17663034.000000 Penalty: 5939.842285
	Iteration 75Q: 3 clusters Score -1.766303e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 157857 members 
Entering Unmasked Estep 
Score: -17663052.000000 Penalty: 5939.842285
	Iteration 76Q: 3 clusters Score -1.766305e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 157883 members 
Entering Unmasked Estep 
Score: -17663052.000000 Penalty: 5939.842285
	Iteration 77Q: 3 clusters Score -1.766305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 157901 members 
Entering Unmasked Estep 
Score: -17663054.000000 Penalty: 5939.842285
	Iteration 78Q: 3 clusters Score -1.766305e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 157912 members 
Entering Unmasked Estep 
Score: -17663080.000000 Penalty: 5939.842285
	Iteration 79Q: 3 clusters Score -1.766308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 157920 members 
Entering Unmasked Estep 
Score: -17663076.000000 Penalty: 5939.842285
	Iteration 80F: 3 clusters Score -1.766308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 157923 members 
Entering Unmasked Estep 
Score: -17663074.000000 Penalty: 5939.842285
	Iteration 81Q: 3 clusters Score -1.766307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 157925 members 
Entering Unmasked Estep 
Score: -17663084.000000 Penalty: 5939.842285
	Iteration 82Q: 3 clusters Score -1.766308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 157930 members 
Entering Unmasked Estep 
Score: -17663080.000000 Penalty: 5939.842285
	Iteration 83Q: 3 clusters Score -1.766308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 157934 members 
Entering Unmasked Estep 
Score: -17663094.000000 Penalty: 5939.842285
	Iteration 84Q: 3 clusters Score -1.766309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 157937 members 
Entering Unmasked Estep 
Score: -17663088.000000 Penalty: 5939.842285
	Iteration 85Q: 3 clusters Score -1.766309e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 157943 members 
Entering Unmasked Estep 
Score: -17663088.000000 Penalty: 5939.842285
	Iteration 86Q: 3 clusters Score -1.766309e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 157946 members 
Entering Unmasked Estep 
Score: -17663100.000000 Penalty: 5939.842285
	Iteration 87Q: 3 clusters Score -1.76631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 157948 members 
Entering Unmasked Estep 
Score: -17663096.000000 Penalty: 5939.842285
	Iteration 88Q: 3 clusters Score -1.76631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 157953 members 
Entering Unmasked Estep 
Score: -17663086.000000 Penalty: 5939.842285
	Iteration 89Q: 3 clusters Score -1.766309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 157953 members 
Entering Unmasked Estep 
Score: -17663084.000000 Penalty: 5939.842285
	Iteration 90Q: 3 clusters Score -1.766308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 157956 members 
Entering Unmasked Estep 
Score: -17663096.000000 Penalty: 5939.842285
	Iteration 91Q: 3 clusters Score -1.76631e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 157955 members 
Entering Unmasked Estep 
Score: -17663088.000000 Penalty: 5939.842285
	Iteration 92Q: 3 clusters Score -1.766309e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 157955 members 
Entering Unmasked Estep 
Score: -17663088.000000 Penalty: 5939.842285
	Iteration 93F: 3 clusters Score -1.766309e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Entering Unmasked Estep 
Score: -1044792.000000 Penalty: 2266.086914
	Iteration 0F: 2 clusters Score -1044792 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 4670 members 
Entering Unmasked Estep 
Score: -1037538.750000 Penalty: 4532.173828
	Iteration 0F: 3 clusters Score -1037539 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1039600.500000 Penalty: 4532.173828
	Iteration 1F: 3 clusters Score -1039600 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1039883.250000 Penalty: 4532.173828
	Iteration 2F: 3 clusters Score -1039883 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1040078.625000 Penalty: 4532.173828
	Iteration 3Q: 3 clusters Score -1040079 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1040248.312500 Penalty: 4532.173828
	Iteration 4Q: 3 clusters Score -1040248 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1040410.687500 Penalty: 4532.173828
	Iteration 5Q: 3 clusters Score -1040411 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1040583.062500 Penalty: 4532.173828
	Iteration 6Q: 3 clusters Score -1040583 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1040798.750000 Penalty: 4532.173828
	Iteration 7Q: 3 clusters Score -1040799 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1041013.750000 Penalty: 4532.173828
	Iteration 8Q: 3 clusters Score -1041014 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1041214.500000 Penalty: 4532.173828
	Iteration 9Q: 3 clusters Score -1041214 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1041425.937500 Penalty: 4532.173828
	Iteration 10Q: 3 clusters Score -1041426 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1041643.500000 Penalty: 4532.173828
	Iteration 11Q: 3 clusters Score -1041644 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1041866.875000 Penalty: 4532.173828
	Iteration 12Q: 3 clusters Score -1041867 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1042072.062500 Penalty: 4532.173828
	Iteration 13Q: 3 clusters Score -1042072 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1042281.687500 Penalty: 4532.173828
	Iteration 14Q: 3 clusters Score -1042282 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1042460.062500 Penalty: 4532.173828
	Iteration 15Q: 3 clusters Score -1042460 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1042600.000000 Penalty: 4532.173828
	Iteration 16Q: 3 clusters Score -1042600 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1042711.375000 Penalty: 4532.173828
	Iteration 17Q: 3 clusters Score -1042711 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1042814.062500 Penalty: 4532.173828
	Iteration 18Q: 3 clusters Score -1042814 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1042906.312500 Penalty: 4532.173828
	Iteration 19Q: 3 clusters Score -1042906 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1042962.250000 Penalty: 4532.173828
	Iteration 20F: 3 clusters Score -1042962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1043001.937500 Penalty: 4532.173828
	Iteration 21Q: 3 clusters Score -1043002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1043026.562500 Penalty: 4532.173828
	Iteration 22Q: 3 clusters Score -1043027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1043047.562500 Penalty: 4532.173828
	Iteration 23Q: 3 clusters Score -1043048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1043067.437500 Penalty: 4532.173828
	Iteration 24Q: 3 clusters Score -1043067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1043087.750000 Penalty: 4532.173828
	Iteration 25Q: 3 clusters Score -1043088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1043096.625000 Penalty: 4532.173828
	Iteration 26Q: 3 clusters Score -1043097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1043100.437500 Penalty: 4532.173828
	Iteration 27Q: 3 clusters Score -1043100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1043102.562500 Penalty: 4532.173828
	Iteration 28Q: 3 clusters Score -1043103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1043108.312500 Penalty: 4532.173828
	Iteration 29Q: 3 clusters Score -1043108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1043109.437500 Penalty: 4532.173828
	Iteration 30Q: 3 clusters Score -1043109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1043109.437500 Penalty: 4532.173828
	Iteration 31F: 3 clusters Score -1043109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Entering Unmasked Estep 
Score: -301726.906250 Penalty: 1963.277832
	Iteration 0F: 2 clusters Score -301726.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -298629.343750 Penalty: 3926.555664
	Iteration 0F: 3 clusters Score -298629.3 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -299173.593750 Penalty: 3926.555664
	Iteration 1F: 3 clusters Score -299173.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -299324.625000 Penalty: 3926.555664
	Iteration 2F: 3 clusters Score -299324.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -299433.718750 Penalty: 3926.555664
	Iteration 3Q: 3 clusters Score -299433.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -299518.093750 Penalty: 3926.555664
	Iteration 4Q: 3 clusters Score -299518.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -299576.093750 Penalty: 3926.555664
	Iteration 5Q: 3 clusters Score -299576.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -299614.312500 Penalty: 3926.555664
	Iteration 6Q: 3 clusters Score -299614.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -299644.281250 Penalty: 3926.555664
	Iteration 7Q: 3 clusters Score -299644.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -299675.625000 Penalty: 3926.555664
	Iteration 8Q: 3 clusters Score -299675.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -299705.906250 Penalty: 3926.555664
	Iteration 9Q: 3 clusters Score -299705.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -299728.781250 Penalty: 3926.555664
	Iteration 10Q: 3 clusters Score -299728.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -299744.375000 Penalty: 3926.555664
	Iteration 11Q: 3 clusters Score -299744.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -299764.937500 Penalty: 3926.555664
	Iteration 12Q: 3 clusters Score -299764.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -299779.781250 Penalty: 3926.555664
	Iteration 13Q: 3 clusters Score -299779.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -299792.093750 Penalty: 3926.555664
	Iteration 14Q: 3 clusters Score -299792.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -299801.218750 Penalty: 3926.555664
	Iteration 15Q: 3 clusters Score -299801.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -299806.843750 Penalty: 3926.555664
	Iteration 16Q: 3 clusters Score -299806.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -299814.375000 Penalty: 3926.555664
	Iteration 17Q: 3 clusters Score -299814.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -299829.375000 Penalty: 3926.555664
	Iteration 18Q: 3 clusters Score -299829.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -299840.125000 Penalty: 3926.555664
	Iteration 19Q: 3 clusters Score -299840.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -299853.875000 Penalty: 3926.555664
	Iteration 20F: 3 clusters Score -299853.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -299870.093750 Penalty: 3926.555664
	Iteration 21Q: 3 clusters Score -299870.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -299885.031250 Penalty: 3926.555664
	Iteration 22Q: 3 clusters Score -299885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -299894.906250 Penalty: 3926.555664
	Iteration 23Q: 3 clusters Score -299894.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -299905.062500 Penalty: 3926.555664
	Iteration 24Q: 3 clusters Score -299905.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -299912.531250 Penalty: 3926.555664
	Iteration 25Q: 3 clusters Score -299912.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -299919.250000 Penalty: 3926.555664
	Iteration 26Q: 3 clusters Score -299919.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -299925.031250 Penalty: 3926.555664
	Iteration 27Q: 3 clusters Score -299925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -299931.937500 Penalty: 3926.555664
	Iteration 28Q: 3 clusters Score -299931.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -299938.281250 Penalty: 3926.555664
	Iteration 29Q: 3 clusters Score -299938.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -299951.250000 Penalty: 3926.555664
	Iteration 30Q: 3 clusters Score -299951.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -299967.156250 Penalty: 3926.555664
	Iteration 31Q: 3 clusters Score -299967.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -299978.593750 Penalty: 3926.555664
	Iteration 32Q: 3 clusters Score -299978.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -299988.718750 Penalty: 3926.555664
	Iteration 33Q: 3 clusters Score -299988.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -300000.312500 Penalty: 3926.555664
	Iteration 34Q: 3 clusters Score -300000.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -300013.875000 Penalty: 3926.555664
	Iteration 35Q: 3 clusters Score -300013.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -300024.843750 Penalty: 3926.555664
	Iteration 36Q: 3 clusters Score -300024.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -300039.500000 Penalty: 3926.555664
	Iteration 37Q: 3 clusters Score -300039.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -300049.156250 Penalty: 3926.555664
	Iteration 38Q: 3 clusters Score -300049.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -300061.406250 Penalty: 3926.555664
	Iteration 39Q: 3 clusters Score -300061.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -300076.093750 Penalty: 3926.555664
	Iteration 40F: 3 clusters Score -300076.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -300090.843750 Penalty: 3926.555664
	Iteration 41Q: 3 clusters Score -300090.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -300109.875000 Penalty: 3926.555664
	Iteration 42Q: 3 clusters Score -300109.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -300119.343750 Penalty: 3926.555664
	Iteration 43Q: 3 clusters Score -300119.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -300127.156250 Penalty: 3926.555664
	Iteration 44Q: 3 clusters Score -300127.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -300133.062500 Penalty: 3926.555664
	Iteration 45Q: 3 clusters Score -300133.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -300140.343750 Penalty: 3926.555664
	Iteration 46Q: 3 clusters Score -300140.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -300145.156250 Penalty: 3926.555664
	Iteration 47Q: 3 clusters Score -300145.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -300150.812500 Penalty: 3926.555664
	Iteration 48Q: 3 clusters Score -300150.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -300157.843750 Penalty: 3926.555664
	Iteration 49Q: 3 clusters Score -300157.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -300166.406250 Penalty: 3926.555664
	Iteration 50Q: 3 clusters Score -300166.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -300174.562500 Penalty: 3926.555664
	Iteration 51Q: 3 clusters Score -300174.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -300184.062500 Penalty: 3926.555664
	Iteration 52Q: 3 clusters Score -300184.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -300195.093750 Penalty: 3926.555664
	Iteration 53Q: 3 clusters Score -300195.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -300211.156250 Penalty: 3926.555664
	Iteration 54Q: 3 clusters Score -300211.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -300223.562500 Penalty: 3926.555664
	Iteration 55Q: 3 clusters Score -300223.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -300243.562500 Penalty: 3926.555664
	Iteration 56Q: 3 clusters Score -300243.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -300265.781250 Penalty: 3926.555664
	Iteration 57Q: 3 clusters Score -300265.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -300291.875000 Penalty: 3926.555664
	Iteration 58Q: 3 clusters Score -300291.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -300338.593750 Penalty: 3926.555664
	Iteration 59Q: 3 clusters Score -300338.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -300416.312500 Penalty: 3926.555664
	Iteration 60F: 3 clusters Score -300416.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -300541.218750 Penalty: 3926.555664
	Iteration 61Q: 3 clusters Score -300541.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -300678.531250 Penalty: 3926.555664
	Iteration 62Q: 3 clusters Score -300678.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -300810.875000 Penalty: 3926.555664
	Iteration 63Q: 3 clusters Score -300810.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -300887.812500 Penalty: 3926.555664
	Iteration 64Q: 3 clusters Score -300887.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -300942.250000 Penalty: 3926.555664
	Iteration 65Q: 3 clusters Score -300942.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -300975.937500 Penalty: 3926.555664
	Iteration 66Q: 3 clusters Score -300975.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -301011.968750 Penalty: 3926.555664
	Iteration 67Q: 3 clusters Score -301012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -301038.593750 Penalty: 3926.555664
	Iteration 68Q: 3 clusters Score -301038.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -301061.843750 Penalty: 3926.555664
	Iteration 69Q: 3 clusters Score -301061.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -301076.312500 Penalty: 3926.555664
	Iteration 70Q: 3 clusters Score -301076.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -301086.375000 Penalty: 3926.555664
	Iteration 71Q: 3 clusters Score -301086.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -301094.093750 Penalty: 3926.555664
	Iteration 72Q: 3 clusters Score -301094.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -301100.937500 Penalty: 3926.555664
	Iteration 73Q: 3 clusters Score -301100.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -301105.000000 Penalty: 3926.555664
	Iteration 74Q: 3 clusters Score -301105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -301107.062500 Penalty: 3926.555664
	Iteration 75Q: 3 clusters Score -301107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -301109.218750 Penalty: 3926.555664
	Iteration 76Q: 3 clusters Score -301109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -301109.843750 Penalty: 3926.555664
	Iteration 77Q: 3 clusters Score -301109.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -301111.625000 Penalty: 3926.555664
	Iteration 78Q: 3 clusters Score -301111.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -301111.625000 Penalty: 3926.555664
	Iteration 79F: 3 clusters Score -301111.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Entering Unmasked Estep 
Score: -3396591.500000 Penalty: 2556.396973
	Iteration 0F: 2 clusters Score -3396592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3376121.000000 Penalty: 5112.793945
	Iteration 0F: 3 clusters Score -3376121 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -3383447.000000 Penalty: 5112.793945
	Iteration 1F: 3 clusters Score -3383447 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3383910.750000 Penalty: 5112.793945
	Iteration 2Q: 3 clusters Score -3383911 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -3384295.500000 Penalty: 5112.793945
	Iteration 3Q: 3 clusters Score -3384296 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3384686.250000 Penalty: 5112.793945
	Iteration 4Q: 3 clusters Score -3384686 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3385060.000000 Penalty: 5112.793945
	Iteration 5Q: 3 clusters Score -3385060 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -3385446.000000 Penalty: 5112.793945
	Iteration 6Q: 3 clusters Score -3385446 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3385843.500000 Penalty: 5112.793945
	Iteration 7Q: 3 clusters Score -3385844 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3386331.250000 Penalty: 5112.793945
	Iteration 8Q: 3 clusters Score -3386331 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -3387036.250000 Penalty: 5112.793945
	Iteration 9Q: 3 clusters Score -3387036 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -3387880.000000 Penalty: 5112.793945
	Iteration 10Q: 3 clusters Score -3387880 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3388811.500000 Penalty: 5112.793945
	Iteration 11Q: 3 clusters Score -3388812 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3389696.250000 Penalty: 5112.793945
	Iteration 12Q: 3 clusters Score -3389696 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3390482.250000 Penalty: 5112.793945
	Iteration 13Q: 3 clusters Score -3390482 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3391132.750000 Penalty: 5112.793945
	Iteration 14Q: 3 clusters Score -3391133 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -3391659.750000 Penalty: 5112.793945
	Iteration 15Q: 3 clusters Score -3391660 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3392039.500000 Penalty: 5112.793945
	Iteration 16Q: 3 clusters Score -3392040 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3392434.750000 Penalty: 5112.793945
	Iteration 17Q: 3 clusters Score -3392435 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -3392771.750000 Penalty: 5112.793945
	Iteration 18Q: 3 clusters Score -3392772 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3393077.000000 Penalty: 5112.793945
	Iteration 19Q: 3 clusters Score -3393077 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3393348.000000 Penalty: 5112.793945
	Iteration 20F: 3 clusters Score -3393348 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3393563.750000 Penalty: 5112.793945
	Iteration 21Q: 3 clusters Score -3393564 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3393729.000000 Penalty: 5112.793945
	Iteration 22Q: 3 clusters Score -3393729 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3393872.750000 Penalty: 5112.793945
	Iteration 23Q: 3 clusters Score -3393873 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3393999.000000 Penalty: 5112.793945
	Iteration 24Q: 3 clusters Score -3393999 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3394090.500000 Penalty: 5112.793945
	Iteration 25Q: 3 clusters Score -3394090 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3394155.750000 Penalty: 5112.793945
	Iteration 26Q: 3 clusters Score -3394156 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3394212.000000 Penalty: 5112.793945
	Iteration 27Q: 3 clusters Score -3394212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3394247.750000 Penalty: 5112.793945
	Iteration 28Q: 3 clusters Score -3394248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3394287.250000 Penalty: 5112.793945
	Iteration 29Q: 3 clusters Score -3394287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3394322.000000 Penalty: 5112.793945
	Iteration 30Q: 3 clusters Score -3394322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3394338.250000 Penalty: 5112.793945
	Iteration 31Q: 3 clusters Score -3394338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3394353.250000 Penalty: 5112.793945
	Iteration 32Q: 3 clusters Score -3394353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3394359.000000 Penalty: 5112.793945
	Iteration 33Q: 3 clusters Score -3394359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3394365.500000 Penalty: 5112.793945
	Iteration 34Q: 3 clusters Score -3394366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3394368.250000 Penalty: 5112.793945
	Iteration 35Q: 3 clusters Score -3394368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3394370.500000 Penalty: 5112.793945
	Iteration 36Q: 3 clusters Score -3394370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3394371.000000 Penalty: 5112.793945
	Iteration 37Q: 3 clusters Score -3394371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3394374.750000 Penalty: 5112.793945
	Iteration 38Q: 3 clusters Score -3394375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3394378.000000 Penalty: 5112.793945
	Iteration 39Q: 3 clusters Score -3394378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3394378.000000 Penalty: 5112.793945
	Iteration 40F: 3 clusters Score -3394378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (319266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319266 members 
Entering Unmasked Estep 
Score: -35285868.000000 Penalty: 3143.097412
	Iteration 0F: 2 clusters Score -3.528587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159845 members 
Mstep: Class 2 contains 159421 members 
Entering Unmasked Estep 
Score: -35102108.000000 Penalty: 6286.194824
	Iteration 0F: 3 clusters Score -3.510211e+07 nChanged 154680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165629 members 
Mstep: Class 2 contains 153637 members 
Entering Unmasked Estep 
Score: -35194428.000000 Penalty: 6286.194824
	Iteration 1F: 3 clusters Score -3.519443e+07 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169312 members 
Mstep: Class 2 contains 149954 members 
Entering Unmasked Estep 
Score: -35195944.000000 Penalty: 6286.194824
	Iteration 2Q: 3 clusters Score -3.519594e+07 nChanged 9232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175026 members 
Mstep: Class 2 contains 144240 members 
Entering Unmasked Estep 
Score: -35197960.000000 Penalty: 6286.194824
	Iteration 3Q: 3 clusters Score -3.519796e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183615 members 
Mstep: Class 2 contains 135651 members 
Entering Unmasked Estep 
Score: -35201400.000000 Penalty: 6286.194824
	Iteration 4Q: 3 clusters Score -3.52014e+07 nChanged 14673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196204 members 
Mstep: Class 2 contains 123062 members 
Entering Unmasked Estep 
Score: -35207428.000000 Penalty: 6286.194824
	Iteration 5Q: 3 clusters Score -3.520743e+07 nChanged 18921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213629 members 
Mstep: Class 2 contains 105637 members 
Entering Unmasked Estep 
Score: -35217636.000000 Penalty: 6286.194824
	Iteration 6F: 3 clusters Score -3.521764e+07 nChanged 22778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235269 members 
Mstep: Class 2 contains 83997 members 
Entering Unmasked Estep 
Score: -35232788.000000 Penalty: 6286.194824
	Iteration 7F: 3 clusters Score -3.523279e+07 nChanged 23320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257791 members 
Mstep: Class 2 contains 61475 members 
Entering Unmasked Estep 
Score: -35250712.000000 Penalty: 6286.194824
	Iteration 8F: 3 clusters Score -3.525071e+07 nChanged 19440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276707 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -35266888.000000 Penalty: 6286.194824
	Iteration 9F: 3 clusters Score -3.526689e+07 nChanged 13863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290152 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -35278872.000000 Penalty: 6286.194824
	Iteration 10Q: 3 clusters Score -3.527887e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299338 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -35284128.000000 Penalty: 6286.194824
	Iteration 11Q: 3 clusters Score -3.528413e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305765 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -35286072.000000 Penalty: 6286.194824
	Iteration 12Q: 3 clusters Score -3.528607e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310482 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -35285768.000000 Penalty: 6286.194824
	Iteration 13Q: 3 clusters Score -3.528577e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313718 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -35285108.000000 Penalty: 6286.194824
	Iteration 14Q: 3 clusters Score -3.528511e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315829 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -35284696.000000 Penalty: 6286.194824
	Iteration 15Q: 3 clusters Score -3.52847e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317144 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -35284140.000000 Penalty: 6286.194824
	Iteration 16Q: 3 clusters Score -3.528414e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317863 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -35283792.000000 Penalty: 6286.194824
	Iteration 17Q: 3 clusters Score -3.528379e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318251 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -35283584.000000 Penalty: 6286.194824
	Iteration 18Q: 3 clusters Score -3.528358e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318474 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -35283524.000000 Penalty: 6286.194824
	Iteration 19Q: 3 clusters Score -3.528352e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318610 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -35283484.000000 Penalty: 6286.194824
	Iteration 20F: 3 clusters Score -3.528348e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318675 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -35283504.000000 Penalty: 6286.194824
	Iteration 21Q: 3 clusters Score -3.52835e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318724 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -35283480.000000 Penalty: 6286.194824
	Iteration 22Q: 3 clusters Score -3.528348e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318743 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -35283500.000000 Penalty: 6286.194824
	Iteration 23Q: 3 clusters Score -3.52835e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318768 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -35283468.000000 Penalty: 6286.194824
	Iteration 24Q: 3 clusters Score -3.528347e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318779 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -35283480.000000 Penalty: 6286.194824
	Iteration 25Q: 3 clusters Score -3.528348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318791 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -35283488.000000 Penalty: 6286.194824
	Iteration 26Q: 3 clusters Score -3.528349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318797 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -35283476.000000 Penalty: 6286.194824
	Iteration 27Q: 3 clusters Score -3.528348e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318806 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -35283468.000000 Penalty: 6286.194824
	Iteration 28Q: 3 clusters Score -3.528347e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318813 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -35283444.000000 Penalty: 6286.194824
	Iteration 29Q: 3 clusters Score -3.528344e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318818 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -35283464.000000 Penalty: 6286.194824
	Iteration 30Q: 3 clusters Score -3.528346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318826 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -35283464.000000 Penalty: 6286.194824
	Iteration 31Q: 3 clusters Score -3.528346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318837 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -35283476.000000 Penalty: 6286.194824
	Iteration 32Q: 3 clusters Score -3.528348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318842 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -35283492.000000 Penalty: 6286.194824
	Iteration 33Q: 3 clusters Score -3.528349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318842 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -35283500.000000 Penalty: 6286.194824
	Iteration 34Q: 3 clusters Score -3.52835e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318843 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -35283476.000000 Penalty: 6286.194824
	Iteration 35Q: 3 clusters Score -3.528348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318844 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -35283492.000000 Penalty: 6286.194824
	Iteration 36Q: 3 clusters Score -3.528349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318846 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -35283488.000000 Penalty: 6286.194824
	Iteration 37Q: 3 clusters Score -3.528349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318847 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -35283492.000000 Penalty: 6286.194824
	Iteration 38Q: 3 clusters Score -3.528349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318847 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -35283488.000000 Penalty: 6286.194824
	Iteration 39Q: 3 clusters Score -3.528349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318846 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -35283504.000000 Penalty: 6286.194824
	Iteration 40F: 3 clusters Score -3.52835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318845 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -35283520.000000 Penalty: 6286.194824
	Iteration 41Q: 3 clusters Score -3.528352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318846 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -35283520.000000 Penalty: 6286.194824
	Iteration 42Q: 3 clusters Score -3.528352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318852 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -35283544.000000 Penalty: 6286.194824
	Iteration 43Q: 3 clusters Score -3.528354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318851 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -35283544.000000 Penalty: 6286.194824
	Iteration 44Q: 3 clusters Score -3.528354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318856 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -35283516.000000 Penalty: 6286.194824
	Iteration 45Q: 3 clusters Score -3.528352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318857 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -35283504.000000 Penalty: 6286.194824
	Iteration 46Q: 3 clusters Score -3.52835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318858 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -35283504.000000 Penalty: 6286.194824
	Iteration 47Q: 3 clusters Score -3.52835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318859 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -35283496.000000 Penalty: 6286.194824
	Iteration 48Q: 3 clusters Score -3.52835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318859 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -35283496.000000 Penalty: 6286.194824
	Iteration 49F: 3 clusters Score -3.52835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Entering Unmasked Estep 
Score: -1122977.000000 Penalty: 2279.634521
	Iteration 0F: 2 clusters Score -1122977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1115406.875000 Penalty: 4559.269043
	Iteration 0F: 3 clusters Score -1115407 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1117565.375000 Penalty: 4559.269043
	Iteration 1F: 3 clusters Score -1117565 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1117842.125000 Penalty: 4559.269043
	Iteration 2F: 3 clusters Score -1117842 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1118013.000000 Penalty: 4559.269043
	Iteration 3Q: 3 clusters Score -1118013 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1118123.625000 Penalty: 4559.269043
	Iteration 4Q: 3 clusters Score -1118124 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1118201.375000 Penalty: 4559.269043
	Iteration 5Q: 3 clusters Score -1118201 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1118268.750000 Penalty: 4559.269043
	Iteration 6Q: 3 clusters Score -1118269 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1118329.500000 Penalty: 4559.269043
	Iteration 7Q: 3 clusters Score -1118330 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1118376.625000 Penalty: 4559.269043
	Iteration 8Q: 3 clusters Score -1118377 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1118415.625000 Penalty: 4559.269043
	Iteration 9Q: 3 clusters Score -1118416 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1118459.625000 Penalty: 4559.269043
	Iteration 10Q: 3 clusters Score -1118460 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1118503.750000 Penalty: 4559.269043
	Iteration 11Q: 3 clusters Score -1118504 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1118546.875000 Penalty: 4559.269043
	Iteration 12Q: 3 clusters Score -1118547 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1118598.000000 Penalty: 4559.269043
	Iteration 13Q: 3 clusters Score -1118598 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1118646.125000 Penalty: 4559.269043
	Iteration 14Q: 3 clusters Score -1118646 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1118697.500000 Penalty: 4559.269043
	Iteration 15Q: 3 clusters Score -1118698 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1118747.500000 Penalty: 4559.269043
	Iteration 16Q: 3 clusters Score -1118748 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1118802.750000 Penalty: 4559.269043
	Iteration 17Q: 3 clusters Score -1118803 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1118867.500000 Penalty: 4559.269043
	Iteration 18Q: 3 clusters Score -1118868 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1118959.625000 Penalty: 4559.269043
	Iteration 19Q: 3 clusters Score -1118960 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1119060.500000 Penalty: 4559.269043
	Iteration 20F: 3 clusters Score -1119060 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1119168.250000 Penalty: 4559.269043
	Iteration 21Q: 3 clusters Score -1119168 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1119304.500000 Penalty: 4559.269043
	Iteration 22Q: 3 clusters Score -1119304 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1119479.375000 Penalty: 4559.269043
	Iteration 23Q: 3 clusters Score -1119479 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1119701.125000 Penalty: 4559.269043
	Iteration 24Q: 3 clusters Score -1119701 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1119922.000000 Penalty: 4559.269043
	Iteration 25Q: 3 clusters Score -1119922 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1120107.500000 Penalty: 4559.269043
	Iteration 26Q: 3 clusters Score -1120108 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1120281.000000 Penalty: 4559.269043
	Iteration 27Q: 3 clusters Score -1120281 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1120417.625000 Penalty: 4559.269043
	Iteration 28Q: 3 clusters Score -1120418 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1120533.750000 Penalty: 4559.269043
	Iteration 29Q: 3 clusters Score -1120534 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1120637.125000 Penalty: 4559.269043
	Iteration 30Q: 3 clusters Score -1120637 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1120716.875000 Penalty: 4559.269043
	Iteration 31Q: 3 clusters Score -1120717 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1120780.875000 Penalty: 4559.269043
	Iteration 32Q: 3 clusters Score -1120781 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1120825.125000 Penalty: 4559.269043
	Iteration 33Q: 3 clusters Score -1120825 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1120856.875000 Penalty: 4559.269043
	Iteration 34Q: 3 clusters Score -1120857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1120884.375000 Penalty: 4559.269043
	Iteration 35Q: 3 clusters Score -1120884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1120907.375000 Penalty: 4559.269043
	Iteration 36Q: 3 clusters Score -1120907 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1120921.250000 Penalty: 4559.269043
	Iteration 37Q: 3 clusters Score -1120921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1120936.750000 Penalty: 4559.269043
	Iteration 38Q: 3 clusters Score -1120937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1120953.000000 Penalty: 4559.269043
	Iteration 39Q: 3 clusters Score -1120953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1120966.625000 Penalty: 4559.269043
	Iteration 40F: 3 clusters Score -1120967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1120976.375000 Penalty: 4559.269043
	Iteration 41Q: 3 clusters Score -1120976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1120983.625000 Penalty: 4559.269043
	Iteration 42Q: 3 clusters Score -1120984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1120985.750000 Penalty: 4559.269043
	Iteration 43Q: 3 clusters Score -1120986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1120992.750000 Penalty: 4559.269043
	Iteration 44Q: 3 clusters Score -1120993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1120996.000000 Penalty: 4559.269043
	Iteration 45Q: 3 clusters Score -1120996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1121000.375000 Penalty: 4559.269043
	Iteration 46Q: 3 clusters Score -1121000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1121006.125000 Penalty: 4559.269043
	Iteration 47Q: 3 clusters Score -1121006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1121006.625000 Penalty: 4559.269043
	Iteration 48Q: 3 clusters Score -1121007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1121007.875000 Penalty: 4559.269043
	Iteration 49Q: 3 clusters Score -1121008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1121007.625000 Penalty: 4559.269043
	Iteration 50Q: 3 clusters Score -1121008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1121007.625000 Penalty: 4559.269043
	Iteration 51F: 3 clusters Score -1121008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (21067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Entering Unmasked Estep 
Score: -2394749.000000 Penalty: 2468.954834
	Iteration 0F: 2 clusters Score -2394749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2379866.250000 Penalty: 4937.909668
	Iteration 0F: 3 clusters Score -2379866 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2384944.500000 Penalty: 4937.909668
	Iteration 1F: 3 clusters Score -2384944 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2385362.000000 Penalty: 4937.909668
	Iteration 2F: 3 clusters Score -2385362 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2385771.250000 Penalty: 4937.909668
	Iteration 3Q: 3 clusters Score -2385771 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2386147.750000 Penalty: 4937.909668
	Iteration 4Q: 3 clusters Score -2386148 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2386571.500000 Penalty: 4937.909668
	Iteration 5Q: 3 clusters Score -2386572 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2387052.250000 Penalty: 4937.909668
	Iteration 6Q: 3 clusters Score -2387052 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2387601.000000 Penalty: 4937.909668
	Iteration 7Q: 3 clusters Score -2387601 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2388271.000000 Penalty: 4937.909668
	Iteration 8Q: 3 clusters Score -2388271 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2389043.500000 Penalty: 4937.909668
	Iteration 9Q: 3 clusters Score -2389044 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2389774.750000 Penalty: 4937.909668
	Iteration 10Q: 3 clusters Score -2389775 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2390431.250000 Penalty: 4937.909668
	Iteration 11Q: 3 clusters Score -2390431 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2390931.250000 Penalty: 4937.909668
	Iteration 12Q: 3 clusters Score -2390931 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2391320.000000 Penalty: 4937.909668
	Iteration 13Q: 3 clusters Score -2391320 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2391623.750000 Penalty: 4937.909668
	Iteration 14Q: 3 clusters Score -2391624 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2391835.750000 Penalty: 4937.909668
	Iteration 15Q: 3 clusters Score -2391836 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2392007.750000 Penalty: 4937.909668
	Iteration 16Q: 3 clusters Score -2392008 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -2392137.000000 Penalty: 4937.909668
	Iteration 17Q: 3 clusters Score -2392137 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2392261.000000 Penalty: 4937.909668
	Iteration 18Q: 3 clusters Score -2392261 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2392346.250000 Penalty: 4937.909668
	Iteration 19Q: 3 clusters Score -2392346 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2392399.250000 Penalty: 4937.909668
	Iteration 20F: 3 clusters Score -2392399 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2392441.500000 Penalty: 4937.909668
	Iteration 21Q: 3 clusters Score -2392442 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2392485.500000 Penalty: 4937.909668
	Iteration 22Q: 3 clusters Score -2392486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2392510.000000 Penalty: 4937.909668
	Iteration 23Q: 3 clusters Score -2392510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2392530.500000 Penalty: 4937.909668
	Iteration 24Q: 3 clusters Score -2392530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2392545.500000 Penalty: 4937.909668
	Iteration 25Q: 3 clusters Score -2392546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2392564.500000 Penalty: 4937.909668
	Iteration 26Q: 3 clusters Score -2392564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2392584.750000 Penalty: 4937.909668
	Iteration 27Q: 3 clusters Score -2392585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2392597.500000 Penalty: 4937.909668
	Iteration 28Q: 3 clusters Score -2392598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2392604.500000 Penalty: 4937.909668
	Iteration 29Q: 3 clusters Score -2392604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2392612.250000 Penalty: 4937.909668
	Iteration 30Q: 3 clusters Score -2392612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -2392615.750000 Penalty: 4937.909668
	Iteration 31Q: 3 clusters Score -2392616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2392623.000000 Penalty: 4937.909668
	Iteration 32Q: 3 clusters Score -2392623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2392631.500000 Penalty: 4937.909668
	Iteration 33Q: 3 clusters Score -2392632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2392633.000000 Penalty: 4937.909668
	Iteration 34Q: 3 clusters Score -2392633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2392646.750000 Penalty: 4937.909668
	Iteration 35Q: 3 clusters Score -2392647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2392651.500000 Penalty: 4937.909668
	Iteration 36Q: 3 clusters Score -2392652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -2392653.250000 Penalty: 4937.909668
	Iteration 37Q: 3 clusters Score -2392653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2392654.750000 Penalty: 4937.909668
	Iteration 38Q: 3 clusters Score -2392655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2392661.750000 Penalty: 4937.909668
	Iteration 39Q: 3 clusters Score -2392662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2392668.250000 Penalty: 4937.909668
	Iteration 40F: 3 clusters Score -2392668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2392676.750000 Penalty: 4937.909668
	Iteration 41Q: 3 clusters Score -2392677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2392692.500000 Penalty: 4937.909668
	Iteration 42Q: 3 clusters Score -2392692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2392696.000000 Penalty: 4937.909668
	Iteration 43Q: 3 clusters Score -2392696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2392701.250000 Penalty: 4937.909668
	Iteration 44Q: 3 clusters Score -2392701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2392700.000000 Penalty: 4937.909668
	Iteration 45Q: 3 clusters Score -2392700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2392701.250000 Penalty: 4937.909668
	Iteration 46Q: 3 clusters Score -2392701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2392701.750000 Penalty: 4937.909668
	Iteration 47Q: 3 clusters Score -2392702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2392701.750000 Penalty: 4937.909668
	Iteration 48F: 3 clusters Score -2392702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -29338.046875 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -29338.05 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 182 members 
Entering Unmasked Estep 
Score: -28007.406250 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -28007.41 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28281.726562 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -28281.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28374.126953 Penalty: 2906.950195
	Iteration 2F: 3 clusters Score -28374.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28397.091797 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -28397.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28434.375000 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -28434.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28447.091797 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -28447.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28465.994141 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -28465.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -28487.740234 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -28487.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -28497.474609 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -28497.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28509.455078 Penalty: 2906.950195
	Iteration 9Q: 3 clusters Score -28509.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28526.041016 Penalty: 2906.950195
	Iteration 10Q: 3 clusters Score -28526.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -28535.591797 Penalty: 2906.950195
	Iteration 11Q: 3 clusters Score -28535.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28563.337891 Penalty: 2906.950195
	Iteration 12Q: 3 clusters Score -28563.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28573.914062 Penalty: 2906.950195
	Iteration 13Q: 3 clusters Score -28573.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28573.914062 Penalty: 2906.950195
	Iteration 14F: 3 clusters Score -28573.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29100 members 
Mstep: Class 3 contains 29221 members 
Mstep: Class 4 contains 3884 members 
Mstep: Class 5 contains 7702 members 
Mstep: Class 6 contains 8465 members 
Mstep: Class 7 contains 85031 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 104793 members 
Mstep: Class 11 contains 41679 members 
Mstep: Class 13 contains 34941 members 
Mstep: Class 14 contains 158814 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29973 members 
Mstep: Class 18 contains 319266 members 
Mstep: Class 19 contains 9819 members 
Mstep: Class 20 contains 21067 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013056.000000 Penalty: 68007.921875
Iteration 199Q: 21 clusters Score -9.801306e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29110 members 
Mstep: Class 3 contains 29225 members 
Mstep: Class 4 contains 3878 members 
Mstep: Class 5 contains 7703 members 
Mstep: Class 6 contains 8468 members 
Mstep: Class 7 contains 85013 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 105024 members 
Mstep: Class 11 contains 41707 members 
Mstep: Class 13 contains 34921 members 
Mstep: Class 14 contains 158836 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29966 members 
Mstep: Class 18 contains 319285 members 
Mstep: Class 19 contains 9557 members 
Mstep: Class 20 contains 21066 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013208.000000 Penalty: 68007.921875
Iteration 200F: 21 clusters Score -9.801321e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29112 members 
Mstep: Class 3 contains 29225 members 
Mstep: Class 4 contains 3874 members 
Mstep: Class 5 contains 7705 members 
Mstep: Class 6 contains 8469 members 
Mstep: Class 7 contains 85003 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 105235 members 
Mstep: Class 11 contains 41734 members 
Mstep: Class 13 contains 34904 members 
Mstep: Class 14 contains 158886 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29963 members 
Mstep: Class 18 contains 319294 members 
Mstep: Class 19 contains 9292 members 
Mstep: Class 20 contains 21061 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013160.000000 Penalty: 68007.921875
Iteration 201Q: 21 clusters Score -9.801316e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29115 members 
Mstep: Class 3 contains 29226 members 
Mstep: Class 4 contains 3871 members 
Mstep: Class 5 contains 7707 members 
Mstep: Class 6 contains 8473 members 
Mstep: Class 7 contains 84993 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 105432 members 
Mstep: Class 11 contains 41755 members 
Mstep: Class 13 contains 34879 members 
Mstep: Class 14 contains 158908 members 
Mstep: Class 15 contains 9297 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 29965 members 
Mstep: Class 18 contains 319330 members 
Mstep: Class 19 contains 9044 members 
Mstep: Class 20 contains 21059 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013272.000000 Penalty: 68007.921875
Iteration 202Q: 21 clusters Score -9.801327e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29107 members 
Mstep: Class 3 contains 29228 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 7713 members 
Mstep: Class 6 contains 8481 members 
Mstep: Class 7 contains 84982 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 105607 members 
Mstep: Class 11 contains 41783 members 
Mstep: Class 13 contains 34859 members 
Mstep: Class 14 contains 158951 members 
Mstep: Class 15 contains 9296 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29958 members 
Mstep: Class 18 contains 319322 members 
Mstep: Class 19 contains 8840 members 
Mstep: Class 20 contains 21059 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013352.000000 Penalty: 68007.921875
Iteration 203Q: 21 clusters Score -9.801335e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29113 members 
Mstep: Class 3 contains 29228 members 
Mstep: Class 4 contains 3860 members 
Mstep: Class 5 contains 7720 members 
Mstep: Class 6 contains 8492 members 
Mstep: Class 7 contains 84978 members 
Mstep: Class 8 contains 901 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 105776 members 
Mstep: Class 11 contains 41810 members 
Mstep: Class 13 contains 34844 members 
Mstep: Class 14 contains 158990 members 
Mstep: Class 15 contains 9294 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29962 members 
Mstep: Class 18 contains 319310 members 
Mstep: Class 19 contains 8620 members 
Mstep: Class 20 contains 21056 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013392.000000 Penalty: 68007.921875
Iteration 204Q: 21 clusters Score -9.801339e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29108 members 
Mstep: Class 3 contains 29229 members 
Mstep: Class 4 contains 3854 members 
Mstep: Class 5 contains 7730 members 
Mstep: Class 6 contains 8499 members 
Mstep: Class 7 contains 84970 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 105958 members 
Mstep: Class 11 contains 41836 members 
Mstep: Class 13 contains 34831 members 
Mstep: Class 14 contains 159053 members 
Mstep: Class 15 contains 9293 members 
Mstep: Class 16 contains 2739 members 
Mstep: Class 17 contains 29956 members 
Mstep: Class 18 contains 319264 members 
Mstep: Class 19 contains 8421 members 
Mstep: Class 20 contains 21052 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013512.000000 Penalty: 68007.921875
Iteration 205Q: 21 clusters Score -9.801351e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29103 members 
Mstep: Class 3 contains 29229 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 7740 members 
Mstep: Class 6 contains 8503 members 
Mstep: Class 7 contains 84950 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 106126 members 
Mstep: Class 11 contains 41854 members 
Mstep: Class 13 contains 34822 members 
Mstep: Class 14 contains 159095 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 2739 members 
Mstep: Class 17 contains 29953 members 
Mstep: Class 18 contains 319270 members 
Mstep: Class 19 contains 8222 members 
Mstep: Class 20 contains 21045 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013472.000000 Penalty: 68007.921875
Iteration 206Q: 21 clusters Score -9.801347e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29102 members 
Mstep: Class 3 contains 29229 members 
Mstep: Class 4 contains 3849 members 
Mstep: Class 5 contains 7748 members 
Mstep: Class 6 contains 8507 members 
Mstep: Class 7 contains 84930 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 106283 members 
Mstep: Class 11 contains 41877 members 
Mstep: Class 13 contains 34799 members 
Mstep: Class 14 contains 159134 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 29949 members 
Mstep: Class 18 contains 319275 members 
Mstep: Class 19 contains 8041 members 
Mstep: Class 20 contains 21039 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013344.000000 Penalty: 68007.921875
Iteration 207Q: 21 clusters Score -9.801334e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29103 members 
Mstep: Class 3 contains 29233 members 
Mstep: Class 4 contains 3848 members 
Mstep: Class 5 contains 7754 members 
Mstep: Class 6 contains 8509 members 
Mstep: Class 7 contains 84918 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 106436 members 
Mstep: Class 11 contains 41898 members 
Mstep: Class 13 contains 34779 members 
Mstep: Class 14 contains 159187 members 
Mstep: Class 15 contains 9292 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 29948 members 
Mstep: Class 18 contains 319244 members 
Mstep: Class 19 contains 7868 members 
Mstep: Class 20 contains 21036 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013424.000000 Penalty: 68007.921875
Iteration 208Q: 21 clusters Score -9.801342e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29113 members 
Mstep: Class 3 contains 29234 members 
Mstep: Class 4 contains 3845 members 
Mstep: Class 5 contains 7758 members 
Mstep: Class 6 contains 8512 members 
Mstep: Class 7 contains 84908 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 106596 members 
Mstep: Class 11 contains 41917 members 
Mstep: Class 13 contains 34759 members 
Mstep: Class 14 contains 159236 members 
Mstep: Class 15 contains 9291 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 29947 members 
Mstep: Class 18 contains 319211 members 
Mstep: Class 19 contains 7689 members 
Mstep: Class 20 contains 21037 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013472.000000 Penalty: 68007.921875
Iteration 209Q: 21 clusters Score -9.801347e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29116 members 
Mstep: Class 3 contains 29235 members 
Mstep: Class 4 contains 3843 members 
Mstep: Class 5 contains 7761 members 
Mstep: Class 6 contains 8516 members 
Mstep: Class 7 contains 84897 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 106748 members 
Mstep: Class 11 contains 41946 members 
Mstep: Class 13 contains 34738 members 
Mstep: Class 14 contains 159269 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 29946 members 
Mstep: Class 18 contains 319200 members 
Mstep: Class 19 contains 7511 members 
Mstep: Class 20 contains 21037 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013432.000000 Penalty: 68007.921875
Iteration 210Q: 21 clusters Score -9.801343e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 29120 members 
Mstep: Class 3 contains 29237 members 
Mstep: Class 4 contains 3841 members 
Mstep: Class 5 contains 7765 members 
Mstep: Class 6 contains 8518 members 
Mstep: Class 7 contains 84884 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 106901 members 
Mstep: Class 11 contains 41979 members 
Mstep: Class 13 contains 34714 members 
Mstep: Class 14 contains 159317 members 
Mstep: Class 15 contains 9290 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 29941 members 
Mstep: Class 18 contains 319181 members 
Mstep: Class 19 contains 7335 members 
Mstep: Class 20 contains 21030 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013632.000000 Penalty: 68007.921875
Iteration 211Q: 21 clusters Score -9.801363e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29131 members 
Mstep: Class 3 contains 29238 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 7767 members 
Mstep: Class 6 contains 8521 members 
Mstep: Class 7 contains 84864 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 107029 members 
Mstep: Class 11 contains 42001 members 
Mstep: Class 13 contains 34693 members 
Mstep: Class 14 contains 159366 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 29928 members 
Mstep: Class 18 contains 319176 members 
Mstep: Class 19 contains 7185 members 
Mstep: Class 20 contains 21024 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013736.000000 Penalty: 68007.921875
Iteration 212Q: 21 clusters Score -9.801374e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29136 members 
Mstep: Class 3 contains 29239 members 
Mstep: Class 4 contains 3839 members 
Mstep: Class 5 contains 7769 members 
Mstep: Class 6 contains 8522 members 
Mstep: Class 7 contains 84842 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 107156 members 
Mstep: Class 11 contains 42022 members 
Mstep: Class 13 contains 34673 members 
Mstep: Class 14 contains 159416 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 29923 members 
Mstep: Class 18 contains 319168 members 
Mstep: Class 19 contains 7041 members 
Mstep: Class 20 contains 21020 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013888.000000 Penalty: 68007.921875
Iteration 213Q: 21 clusters Score -9.801389e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29141 members 
Mstep: Class 3 contains 29244 members 
Mstep: Class 4 contains 3836 members 
Mstep: Class 5 contains 7771 members 
Mstep: Class 6 contains 8523 members 
Mstep: Class 7 contains 84821 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 107270 members 
Mstep: Class 11 contains 42038 members 
Mstep: Class 13 contains 34658 members 
Mstep: Class 14 contains 159457 members 
Mstep: Class 15 contains 9288 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29916 members 
Mstep: Class 18 contains 319174 members 
Mstep: Class 19 contains 6894 members 
Mstep: Class 20 contains 21022 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013896.000000 Penalty: 68007.921875
Iteration 214Q: 21 clusters Score -9.80139e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29146 members 
Mstep: Class 3 contains 29248 members 
Mstep: Class 4 contains 3835 members 
Mstep: Class 5 contains 7772 members 
Mstep: Class 6 contains 8523 members 
Mstep: Class 7 contains 84802 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 107402 members 
Mstep: Class 11 contains 42058 members 
Mstep: Class 13 contains 34646 members 
Mstep: Class 14 contains 159486 members 
Mstep: Class 15 contains 9286 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29908 members 
Mstep: Class 18 contains 319161 members 
Mstep: Class 19 contains 6754 members 
Mstep: Class 20 contains 21025 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014040.000000 Penalty: 68007.921875
Iteration 215Q: 21 clusters Score -9.801404e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29150 members 
Mstep: Class 3 contains 29253 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 7775 members 
Mstep: Class 6 contains 8524 members 
Mstep: Class 7 contains 84785 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 107514 members 
Mstep: Class 11 contains 42084 members 
Mstep: Class 13 contains 34627 members 
Mstep: Class 14 contains 159506 members 
Mstep: Class 15 contains 9285 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29898 members 
Mstep: Class 18 contains 319147 members 
Mstep: Class 19 contains 6648 members 
Mstep: Class 20 contains 21025 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014224.000000 Penalty: 68007.921875
Iteration 216Q: 21 clusters Score -9.801422e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29150 members 
Mstep: Class 3 contains 29256 members 
Mstep: Class 4 contains 3831 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 6 contains 8524 members 
Mstep: Class 7 contains 84764 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 107625 members 
Mstep: Class 11 contains 42093 members 
Mstep: Class 13 contains 34610 members 
Mstep: Class 14 contains 159522 members 
Mstep: Class 15 contains 9284 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29895 members 
Mstep: Class 18 contains 319175 members 
Mstep: Class 19 contains 6524 members 
Mstep: Class 20 contains 21021 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014064.000000 Penalty: 68007.921875
Iteration 217Q: 21 clusters Score -9.801406e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29153 members 
Mstep: Class 3 contains 29255 members 
Mstep: Class 4 contains 3832 members 
Mstep: Class 5 contains 7782 members 
Mstep: Class 6 contains 8525 members 
Mstep: Class 7 contains 84753 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 107740 members 
Mstep: Class 11 contains 42108 members 
Mstep: Class 13 contains 34590 members 
Mstep: Class 14 contains 159560 members 
Mstep: Class 15 contains 9282 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29891 members 
Mstep: Class 18 contains 319174 members 
Mstep: Class 19 contains 6392 members 
Mstep: Class 20 contains 21015 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013984.000000 Penalty: 68007.921875
Iteration 218Q: 21 clusters Score -9.801398e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29150 members 
Mstep: Class 3 contains 29255 members 
Mstep: Class 4 contains 3829 members 
Mstep: Class 5 contains 7790 members 
Mstep: Class 6 contains 8527 members 
Mstep: Class 7 contains 84739 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 107842 members 
Mstep: Class 11 contains 42122 members 
Mstep: Class 13 contains 34575 members 
Mstep: Class 14 contains 159585 members 
Mstep: Class 15 contains 9280 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29885 members 
Mstep: Class 18 contains 319190 members 
Mstep: Class 19 contains 6273 members 
Mstep: Class 20 contains 21010 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014160.000000 Penalty: 68007.921875
Iteration 219Q: 21 clusters Score -9.801416e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29153 members 
Mstep: Class 3 contains 29252 members 
Mstep: Class 4 contains 3828 members 
Mstep: Class 5 contains 7797 members 
Mstep: Class 6 contains 8528 members 
Mstep: Class 7 contains 84729 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 107971 members 
Mstep: Class 11 contains 42134 members 
Mstep: Class 13 contains 34552 members 
Mstep: Class 14 contains 159610 members 
Mstep: Class 15 contains 9278 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29888 members 
Mstep: Class 18 contains 319169 members 
Mstep: Class 19 contains 6156 members 
Mstep: Class 20 contains 21007 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014200.000000 Penalty: 68007.921875
Iteration 220F: 21 clusters Score -9.80142e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 29249 members 
Mstep: Class 4 contains 3827 members 
Mstep: Class 5 contains 7802 members 
Mstep: Class 6 contains 8530 members 
Mstep: Class 7 contains 84718 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 108113 members 
Mstep: Class 11 contains 42145 members 
Mstep: Class 13 contains 34534 members 
Mstep: Class 14 contains 159626 members 
Mstep: Class 15 contains 9277 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 29889 members 
Mstep: Class 18 contains 319171 members 
Mstep: Class 19 contains 6007 members 
Mstep: Class 20 contains 21005 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014280.000000 Penalty: 68007.921875
Iteration 221Q: 21 clusters Score -9.801428e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29160 members 
Mstep: Class 3 contains 29248 members 
Mstep: Class 4 contains 3827 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 8531 members 
Mstep: Class 7 contains 84709 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 108239 members 
Mstep: Class 11 contains 42150 members 
Mstep: Class 13 contains 34510 members 
Mstep: Class 14 contains 159639 members 
Mstep: Class 15 contains 9277 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 29886 members 
Mstep: Class 18 contains 319170 members 
Mstep: Class 19 contains 5895 members 
Mstep: Class 20 contains 21004 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014360.000000 Penalty: 68007.921875
Iteration 222Q: 21 clusters Score -9.801436e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29164 members 
Mstep: Class 3 contains 29247 members 
Mstep: Class 4 contains 3826 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 8533 members 
Mstep: Class 7 contains 84702 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 108349 members 
Mstep: Class 11 contains 42155 members 
Mstep: Class 13 contains 34494 members 
Mstep: Class 14 contains 159641 members 
Mstep: Class 15 contains 9276 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29888 members 
Mstep: Class 18 contains 319170 members 
Mstep: Class 19 contains 5799 members 
Mstep: Class 20 contains 21000 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014232.000000 Penalty: 68007.921875
Iteration 223Q: 21 clusters Score -9.801423e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29165 members 
Mstep: Class 3 contains 29250 members 
Mstep: Class 4 contains 3824 members 
Mstep: Class 5 contains 7811 members 
Mstep: Class 6 contains 8533 members 
Mstep: Class 7 contains 84691 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 108420 members 
Mstep: Class 11 contains 42164 members 
Mstep: Class 13 contains 34477 members 
Mstep: Class 14 contains 159672 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29887 members 
Mstep: Class 18 contains 319158 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 20997 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014376.000000 Penalty: 68007.921875
Iteration 224Q: 21 clusters Score -9.801438e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29165 members 
Mstep: Class 3 contains 29249 members 
Mstep: Class 4 contains 3820 members 
Mstep: Class 5 contains 7813 members 
Mstep: Class 6 contains 8534 members 
Mstep: Class 7 contains 84681 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 108477 members 
Mstep: Class 11 contains 42172 members 
Mstep: Class 13 contains 34456 members 
Mstep: Class 14 contains 159692 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29885 members 
Mstep: Class 18 contains 319149 members 
Mstep: Class 19 contains 5694 members 
Mstep: Class 20 contains 20992 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014416.000000 Penalty: 68007.921875
Iteration 225Q: 21 clusters Score -9.801442e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29169 members 
Mstep: Class 3 contains 29249 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 7814 members 
Mstep: Class 6 contains 8535 members 
Mstep: Class 7 contains 84678 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 108534 members 
Mstep: Class 11 contains 42180 members 
Mstep: Class 13 contains 34446 members 
Mstep: Class 14 contains 159702 members 
Mstep: Class 15 contains 9273 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29880 members 
Mstep: Class 18 contains 319150 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 20986 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014392.000000 Penalty: 68007.921875
Iteration 226Q: 21 clusters Score -9.801439e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29165 members 
Mstep: Class 3 contains 29249 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 7818 members 
Mstep: Class 6 contains 8535 members 
Mstep: Class 7 contains 84672 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 108600 members 
Mstep: Class 11 contains 42185 members 
Mstep: Class 13 contains 34429 members 
Mstep: Class 14 contains 159699 members 
Mstep: Class 15 contains 9271 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29879 members 
Mstep: Class 18 contains 319169 members 
Mstep: Class 19 contains 5582 members 
Mstep: Class 20 contains 20981 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014384.000000 Penalty: 68007.921875
Iteration 227Q: 21 clusters Score -9.801438e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 29251 members 
Mstep: Class 4 contains 3818 members 
Mstep: Class 5 contains 7825 members 
Mstep: Class 6 contains 8535 members 
Mstep: Class 7 contains 84669 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 108670 members 
Mstep: Class 11 contains 42193 members 
Mstep: Class 13 contains 34422 members 
Mstep: Class 14 contains 159707 members 
Mstep: Class 15 contains 9270 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29872 members 
Mstep: Class 18 contains 319167 members 
Mstep: Class 19 contains 5517 members 
Mstep: Class 20 contains 20979 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014424.000000 Penalty: 68007.921875
Iteration 228Q: 21 clusters Score -9.801442e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29151 members 
Mstep: Class 3 contains 29251 members 
Mstep: Class 4 contains 3814 members 
Mstep: Class 5 contains 7830 members 
Mstep: Class 6 contains 8536 members 
Mstep: Class 7 contains 84661 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 108752 members 
Mstep: Class 11 contains 42196 members 
Mstep: Class 13 contains 34412 members 
Mstep: Class 14 contains 159720 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29871 members 
Mstep: Class 18 contains 319175 members 
Mstep: Class 19 contains 5440 members 
Mstep: Class 20 contains 20976 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014480.000000 Penalty: 68007.921875
Iteration 229Q: 21 clusters Score -9.801448e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29151 members 
Mstep: Class 3 contains 29252 members 
Mstep: Class 4 contains 3810 members 
Mstep: Class 5 contains 7831 members 
Mstep: Class 6 contains 8538 members 
Mstep: Class 7 contains 84655 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 108820 members 
Mstep: Class 11 contains 42203 members 
Mstep: Class 13 contains 34402 members 
Mstep: Class 14 contains 159734 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29872 members 
Mstep: Class 18 contains 319177 members 
Mstep: Class 19 contains 5367 members 
Mstep: Class 20 contains 20974 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014440.000000 Penalty: 68007.921875
Iteration 230Q: 21 clusters Score -9.801444e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29151 members 
Mstep: Class 3 contains 29251 members 
Mstep: Class 4 contains 3807 members 
Mstep: Class 5 contains 7834 members 
Mstep: Class 6 contains 8539 members 
Mstep: Class 7 contains 84654 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 108899 members 
Mstep: Class 11 contains 42219 members 
Mstep: Class 13 contains 34390 members 
Mstep: Class 14 contains 159725 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29869 members 
Mstep: Class 18 contains 319183 members 
Mstep: Class 19 contains 5293 members 
Mstep: Class 20 contains 20972 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014456.000000 Penalty: 68007.921875
Iteration 231Q: 21 clusters Score -9.801446e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29153 members 
Mstep: Class 3 contains 29248 members 
Mstep: Class 4 contains 3804 members 
Mstep: Class 5 contains 7834 members 
Mstep: Class 6 contains 8539 members 
Mstep: Class 7 contains 84652 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109008 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 13 contains 34371 members 
Mstep: Class 14 contains 159718 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29869 members 
Mstep: Class 18 contains 319175 members 
Mstep: Class 19 contains 5216 members 
Mstep: Class 20 contains 20968 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014544.000000 Penalty: 68007.921875
Iteration 232Q: 21 clusters Score -9.801454e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 29247 members 
Mstep: Class 4 contains 3799 members 
Mstep: Class 5 contains 7834 members 
Mstep: Class 6 contains 8539 members 
Mstep: Class 7 contains 84645 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109101 members 
Mstep: Class 11 contains 42241 members 
Mstep: Class 13 contains 34354 members 
Mstep: Class 14 contains 159734 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29865 members 
Mstep: Class 18 contains 319162 members 
Mstep: Class 19 contains 5149 members 
Mstep: Class 20 contains 20963 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014624.000000 Penalty: 68007.921875
Iteration 233Q: 21 clusters Score -9.801462e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29157 members 
Mstep: Class 3 contains 29245 members 
Mstep: Class 4 contains 3799 members 
Mstep: Class 5 contains 7834 members 
Mstep: Class 6 contains 8539 members 
Mstep: Class 7 contains 84647 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109196 members 
Mstep: Class 11 contains 42251 members 
Mstep: Class 13 contains 34336 members 
Mstep: Class 14 contains 159733 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29865 members 
Mstep: Class 18 contains 319163 members 
Mstep: Class 19 contains 5068 members 
Mstep: Class 20 contains 20956 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014592.000000 Penalty: 68007.921875
Iteration 234Q: 21 clusters Score -9.801459e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29159 members 
Mstep: Class 3 contains 29246 members 
Mstep: Class 4 contains 3797 members 
Mstep: Class 5 contains 7834 members 
Mstep: Class 6 contains 8541 members 
Mstep: Class 7 contains 84641 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109283 members 
Mstep: Class 11 contains 42255 members 
Mstep: Class 13 contains 34319 members 
Mstep: Class 14 contains 159728 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29866 members 
Mstep: Class 18 contains 319183 members 
Mstep: Class 19 contains 4992 members 
Mstep: Class 20 contains 20945 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014568.000000 Penalty: 68007.921875
Iteration 235Q: 21 clusters Score -9.801457e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29159 members 
Mstep: Class 3 contains 29246 members 
Mstep: Class 4 contains 3794 members 
Mstep: Class 5 contains 7834 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84634 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109338 members 
Mstep: Class 11 contains 42260 members 
Mstep: Class 13 contains 34306 members 
Mstep: Class 14 contains 159750 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29868 members 
Mstep: Class 18 contains 319196 members 
Mstep: Class 19 contains 4922 members 
Mstep: Class 20 contains 20940 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014552.000000 Penalty: 68007.921875
Iteration 236Q: 21 clusters Score -9.801455e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29157 members 
Mstep: Class 3 contains 29245 members 
Mstep: Class 4 contains 3792 members 
Mstep: Class 5 contains 7835 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84628 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109392 members 
Mstep: Class 11 contains 42269 members 
Mstep: Class 13 contains 34295 members 
Mstep: Class 14 contains 159767 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29867 members 
Mstep: Class 18 contains 319201 members 
Mstep: Class 19 contains 4861 members 
Mstep: Class 20 contains 20935 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014624.000000 Penalty: 68007.921875
Iteration 237Q: 21 clusters Score -9.801462e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 29248 members 
Mstep: Class 4 contains 3792 members 
Mstep: Class 5 contains 7834 members 
Mstep: Class 6 contains 8541 members 
Mstep: Class 7 contains 84624 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109440 members 
Mstep: Class 11 contains 42282 members 
Mstep: Class 13 contains 34288 members 
Mstep: Class 14 contains 159780 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29860 members 
Mstep: Class 18 contains 319206 members 
Mstep: Class 19 contains 4805 members 
Mstep: Class 20 contains 20931 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014664.000000 Penalty: 68007.921875
Iteration 238Q: 21 clusters Score -9.801466e+07 nChanged 231
Entering ConstructFrom: 
Score: -98014664.000000 Penalty: 68007.921875
Entering ConstructFrom: 
Trying to split cluster 1 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -146411.796875 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -146411.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -144360.218750 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -144360.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -145255.812500 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -145255.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -145691.718750 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -145691.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -145961.937500 Penalty: 3622.706055
	Iteration 3F: 3 clusters Score -145961.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -146168.765625 Penalty: 3622.706055
	Iteration 4F: 3 clusters Score -146168.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -146308.140625 Penalty: 3622.706055
	Iteration 5Q: 3 clusters Score -146308.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -146447.593750 Penalty: 3622.706055
	Iteration 6Q: 3 clusters Score -146447.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -146542.125000 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -146542.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -146585.937500 Penalty: 3622.706055
	Iteration 8Q: 3 clusters Score -146585.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -146610.156250 Penalty: 3622.706055
	Iteration 9Q: 3 clusters Score -146610.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -146616.859375 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -146616.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -146618.593750 Penalty: 3622.706055
	Iteration 11Q: 3 clusters Score -146618.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -146620.500000 Penalty: 3622.706055
	Iteration 12Q: 3 clusters Score -146620.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -146622.359375 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -146622.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -146624.093750 Penalty: 3622.706055
	Iteration 14Q: 3 clusters Score -146624.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -146624.734375 Penalty: 3622.706055
	Iteration 15Q: 3 clusters Score -146624.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -146627.062500 Penalty: 3622.706055
	Iteration 16Q: 3 clusters Score -146627.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -146629.578125 Penalty: 3622.706055
	Iteration 17Q: 3 clusters Score -146629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -146630.468750 Penalty: 3622.706055
	Iteration 18Q: 3 clusters Score -146630.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -146631.765625 Penalty: 3622.706055
	Iteration 19Q: 3 clusters Score -146631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -146645.828125 Penalty: 3622.706055
	Iteration 20F: 3 clusters Score -146645.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -146685.093750 Penalty: 3622.706055
	Iteration 21Q: 3 clusters Score -146685.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -146705.750000 Penalty: 3622.706055
	Iteration 22Q: 3 clusters Score -146705.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -146727.125000 Penalty: 3622.706055
	Iteration 23Q: 3 clusters Score -146727.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -146747.312500 Penalty: 3622.706055
	Iteration 24Q: 3 clusters Score -146747.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -146757.062500 Penalty: 3622.706055
	Iteration 25Q: 3 clusters Score -146757.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -146764.875000 Penalty: 3622.706055
	Iteration 26Q: 3 clusters Score -146764.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -146772.953125 Penalty: 3622.706055
	Iteration 27Q: 3 clusters Score -146773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -146776.718750 Penalty: 3622.706055
	Iteration 28Q: 3 clusters Score -146776.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -146779.984375 Penalty: 3622.706055
	Iteration 29Q: 3 clusters Score -146780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -146782.953125 Penalty: 3622.706055
	Iteration 30Q: 3 clusters Score -146783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -146786.000000 Penalty: 3622.706055
	Iteration 31Q: 3 clusters Score -146786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -146790.265625 Penalty: 3622.706055
	Iteration 32Q: 3 clusters Score -146790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -146791.265625 Penalty: 3622.706055
	Iteration 33Q: 3 clusters Score -146791.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -146791.265625 Penalty: 3622.706055
	Iteration 34F: 3 clusters Score -146791.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 29157 members 
Mstep: Class 3 contains 29252 members 
Mstep: Class 4 contains 3792 members 
Mstep: Class 5 contains 7835 members 
Mstep: Class 6 contains 8541 members 
Mstep: Class 7 contains 84621 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109479 members 
Mstep: Class 11 contains 42291 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 34280 members 
Mstep: Class 14 contains 159788 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29856 members 
Mstep: Class 18 contains 319228 members 
Mstep: Class 19 contains 4741 members 
Mstep: Class 20 contains 20929 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98013760.000000 Penalty: 71408.312500
Splitting cluster 1 changes total score from -98014664.000000 to -98013760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (29157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Entering Unmasked Estep 
Score: -3059227.250000 Penalty: 2549.551514
	Iteration 0F: 2 clusters Score -3059227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3039290.750000 Penalty: 5099.103027
	Iteration 0F: 3 clusters Score -3039291 nChanged 13065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -3046452.250000 Penalty: 5099.103027
	Iteration 1F: 3 clusters Score -3046452 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3047038.250000 Penalty: 5099.103027
	Iteration 2F: 3 clusters Score -3047038 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3047606.000000 Penalty: 5099.103027
	Iteration 3Q: 3 clusters Score -3047606 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3048253.250000 Penalty: 5099.103027
	Iteration 4Q: 3 clusters Score -3048253 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3048832.500000 Penalty: 5099.103027
	Iteration 5Q: 3 clusters Score -3048832 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -3049400.750000 Penalty: 5099.103027
	Iteration 6Q: 3 clusters Score -3049401 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3049892.750000 Penalty: 5099.103027
	Iteration 7Q: 3 clusters Score -3049893 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3050440.750000 Penalty: 5099.103027
	Iteration 8Q: 3 clusters Score -3050441 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -3051060.750000 Penalty: 5099.103027
	Iteration 9Q: 3 clusters Score -3051061 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3051749.250000 Penalty: 5099.103027
	Iteration 10Q: 3 clusters Score -3051749 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3052464.500000 Penalty: 5099.103027
	Iteration 11Q: 3 clusters Score -3052464 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -3053048.750000 Penalty: 5099.103027
	Iteration 12Q: 3 clusters Score -3053049 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -3053422.750000 Penalty: 5099.103027
	Iteration 13Q: 3 clusters Score -3053423 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -3053574.500000 Penalty: 5099.103027
	Iteration 14Q: 3 clusters Score -3053574 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3053683.750000 Penalty: 5099.103027
	Iteration 15Q: 3 clusters Score -3053684 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -3053747.250000 Penalty: 5099.103027
	Iteration 16Q: 3 clusters Score -3053747 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -3053805.750000 Penalty: 5099.103027
	Iteration 17Q: 3 clusters Score -3053806 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -3053836.250000 Penalty: 5099.103027
	Iteration 18Q: 3 clusters Score -3053836 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3053885.500000 Penalty: 5099.103027
	Iteration 19Q: 3 clusters Score -3053886 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3053914.500000 Penalty: 5099.103027
	Iteration 20F: 3 clusters Score -3053914 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -3053930.750000 Penalty: 5099.103027
	Iteration 21Q: 3 clusters Score -3053931 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -3053963.000000 Penalty: 5099.103027
	Iteration 22Q: 3 clusters Score -3053963 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3053979.500000 Penalty: 5099.103027
	Iteration 23Q: 3 clusters Score -3053980 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -3053989.750000 Penalty: 5099.103027
	Iteration 24Q: 3 clusters Score -3053990 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3054013.750000 Penalty: 5099.103027
	Iteration 25Q: 3 clusters Score -3054014 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -3054023.000000 Penalty: 5099.103027
	Iteration 26Q: 3 clusters Score -3054023 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -3054045.000000 Penalty: 5099.103027
	Iteration 27Q: 3 clusters Score -3054045 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3054062.750000 Penalty: 5099.103027
	Iteration 28Q: 3 clusters Score -3054063 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3054056.250000 Penalty: 5099.103027
	Iteration 29Q: 3 clusters Score -3054056 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3054058.750000 Penalty: 5099.103027
	Iteration 30Q: 3 clusters Score -3054059 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -3054070.250000 Penalty: 5099.103027
	Iteration 31Q: 3 clusters Score -3054070 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3054069.250000 Penalty: 5099.103027
	Iteration 32Q: 3 clusters Score -3054069 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3054078.250000 Penalty: 5099.103027
	Iteration 33Q: 3 clusters Score -3054078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3054087.750000 Penalty: 5099.103027
	Iteration 34Q: 3 clusters Score -3054088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -3054102.250000 Penalty: 5099.103027
	Iteration 35Q: 3 clusters Score -3054102 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3054119.750000 Penalty: 5099.103027
	Iteration 36Q: 3 clusters Score -3054120 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -3054136.750000 Penalty: 5099.103027
	Iteration 37Q: 3 clusters Score -3054137 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -3054140.750000 Penalty: 5099.103027
	Iteration 38Q: 3 clusters Score -3054141 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3054156.500000 Penalty: 5099.103027
	Iteration 39Q: 3 clusters Score -3054156 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -3054160.000000 Penalty: 5099.103027
	Iteration 40F: 3 clusters Score -3054160 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3054181.250000 Penalty: 5099.103027
	Iteration 41Q: 3 clusters Score -3054181 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -3054183.750000 Penalty: 5099.103027
	Iteration 42Q: 3 clusters Score -3054184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -3054196.250000 Penalty: 5099.103027
	Iteration 43Q: 3 clusters Score -3054196 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3054198.250000 Penalty: 5099.103027
	Iteration 44Q: 3 clusters Score -3054198 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -3054210.000000 Penalty: 5099.103027
	Iteration 45Q: 3 clusters Score -3054210 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -3054218.250000 Penalty: 5099.103027
	Iteration 46Q: 3 clusters Score -3054218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3054240.750000 Penalty: 5099.103027
	Iteration 47Q: 3 clusters Score -3054241 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -3054247.000000 Penalty: 5099.103027
	Iteration 48Q: 3 clusters Score -3054247 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3054241.500000 Penalty: 5099.103027
	Iteration 49Q: 3 clusters Score -3054242 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3054246.250000 Penalty: 5099.103027
	Iteration 50Q: 3 clusters Score -3054246 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3054272.250000 Penalty: 5099.103027
	Iteration 51Q: 3 clusters Score -3054272 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -3054285.000000 Penalty: 5099.103027
	Iteration 52Q: 3 clusters Score -3054285 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3054307.750000 Penalty: 5099.103027
	Iteration 53Q: 3 clusters Score -3054308 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -3054317.000000 Penalty: 5099.103027
	Iteration 54Q: 3 clusters Score -3054317 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -3054340.500000 Penalty: 5099.103027
	Iteration 55Q: 3 clusters Score -3054340 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -3054359.250000 Penalty: 5099.103027
	Iteration 56Q: 3 clusters Score -3054359 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3054371.750000 Penalty: 5099.103027
	Iteration 57Q: 3 clusters Score -3054372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3054398.250000 Penalty: 5099.103027
	Iteration 58Q: 3 clusters Score -3054398 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3054440.750000 Penalty: 5099.103027
	Iteration 59Q: 3 clusters Score -3054441 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -3054451.250000 Penalty: 5099.103027
	Iteration 60F: 3 clusters Score -3054451 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3054491.250000 Penalty: 5099.103027
	Iteration 61Q: 3 clusters Score -3054491 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -3054542.750000 Penalty: 5099.103027
	Iteration 62Q: 3 clusters Score -3054543 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -3054608.250000 Penalty: 5099.103027
	Iteration 63Q: 3 clusters Score -3054608 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -3054657.750000 Penalty: 5099.103027
	Iteration 64Q: 3 clusters Score -3054658 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3054710.000000 Penalty: 5099.103027
	Iteration 65Q: 3 clusters Score -3054710 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3054768.500000 Penalty: 5099.103027
	Iteration 66Q: 3 clusters Score -3054768 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -3054817.000000 Penalty: 5099.103027
	Iteration 67Q: 3 clusters Score -3054817 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -3054866.250000 Penalty: 5099.103027
	Iteration 68Q: 3 clusters Score -3054866 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -3054915.500000 Penalty: 5099.103027
	Iteration 69Q: 3 clusters Score -3054916 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3054958.500000 Penalty: 5099.103027
	Iteration 70Q: 3 clusters Score -3054958 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -3054999.500000 Penalty: 5099.103027
	Iteration 71Q: 3 clusters Score -3055000 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -3055035.000000 Penalty: 5099.103027
	Iteration 72Q: 3 clusters Score -3055035 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3055084.000000 Penalty: 5099.103027
	Iteration 73Q: 3 clusters Score -3055084 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3055115.250000 Penalty: 5099.103027
	Iteration 74Q: 3 clusters Score -3055115 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -3055161.250000 Penalty: 5099.103027
	Iteration 75Q: 3 clusters Score -3055161 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -3055207.750000 Penalty: 5099.103027
	Iteration 76Q: 3 clusters Score -3055208 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -3055243.250000 Penalty: 5099.103027
	Iteration 77Q: 3 clusters Score -3055243 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -3055310.250000 Penalty: 5099.103027
	Iteration 78Q: 3 clusters Score -3055310 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3055369.500000 Penalty: 5099.103027
	Iteration 79Q: 3 clusters Score -3055370 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -3055433.500000 Penalty: 5099.103027
	Iteration 80F: 3 clusters Score -3055434 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -3055513.750000 Penalty: 5099.103027
	Iteration 81Q: 3 clusters Score -3055514 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -3055595.500000 Penalty: 5099.103027
	Iteration 82Q: 3 clusters Score -3055596 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -3055693.500000 Penalty: 5099.103027
	Iteration 83Q: 3 clusters Score -3055694 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3055814.750000 Penalty: 5099.103027
	Iteration 84Q: 3 clusters Score -3055815 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3055962.250000 Penalty: 5099.103027
	Iteration 85Q: 3 clusters Score -3055962 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3056132.000000 Penalty: 5099.103027
	Iteration 86Q: 3 clusters Score -3056132 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3056296.750000 Penalty: 5099.103027
	Iteration 87Q: 3 clusters Score -3056297 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3056466.250000 Penalty: 5099.103027
	Iteration 88Q: 3 clusters Score -3056466 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3056598.000000 Penalty: 5099.103027
	Iteration 89Q: 3 clusters Score -3056598 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -3056739.500000 Penalty: 5099.103027
	Iteration 90Q: 3 clusters Score -3056740 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3056921.750000 Penalty: 5099.103027
	Iteration 91Q: 3 clusters Score -3056922 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3057171.500000 Penalty: 5099.103027
	Iteration 92Q: 3 clusters Score -3057172 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3057541.000000 Penalty: 5099.103027
	Iteration 93Q: 3 clusters Score -3057541 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3057875.500000 Penalty: 5099.103027
	Iteration 94Q: 3 clusters Score -3057876 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3058077.250000 Penalty: 5099.103027
	Iteration 95Q: 3 clusters Score -3058077 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3058204.000000 Penalty: 5099.103027
	Iteration 96Q: 3 clusters Score -3058204 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3058298.500000 Penalty: 5099.103027
	Iteration 97Q: 3 clusters Score -3058298 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3058363.250000 Penalty: 5099.103027
	Iteration 98Q: 3 clusters Score -3058363 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3058418.250000 Penalty: 5099.103027
	Iteration 99Q: 3 clusters Score -3058418 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3058469.000000 Penalty: 5099.103027
	Iteration 100F: 3 clusters Score -3058469 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3058515.000000 Penalty: 5099.103027
	Iteration 101Q: 3 clusters Score -3058515 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -3058550.000000 Penalty: 5099.103027
	Iteration 102Q: 3 clusters Score -3058550 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3058573.500000 Penalty: 5099.103027
	Iteration 103Q: 3 clusters Score -3058574 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3058605.250000 Penalty: 5099.103027
	Iteration 104Q: 3 clusters Score -3058605 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3058619.500000 Penalty: 5099.103027
	Iteration 105Q: 3 clusters Score -3058620 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3058635.250000 Penalty: 5099.103027
	Iteration 106Q: 3 clusters Score -3058635 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3058655.250000 Penalty: 5099.103027
	Iteration 107Q: 3 clusters Score -3058655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3058666.500000 Penalty: 5099.103027
	Iteration 108Q: 3 clusters Score -3058666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3058684.750000 Penalty: 5099.103027
	Iteration 109Q: 3 clusters Score -3058685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3058686.500000 Penalty: 5099.103027
	Iteration 110Q: 3 clusters Score -3058686 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3058687.500000 Penalty: 5099.103027
	Iteration 111Q: 3 clusters Score -3058688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3058691.250000 Penalty: 5099.103027
	Iteration 112Q: 3 clusters Score -3058691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3058692.500000 Penalty: 5099.103027
	Iteration 113Q: 3 clusters Score -3058692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3058700.250000 Penalty: 5099.103027
	Iteration 114Q: 3 clusters Score -3058700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3058706.750000 Penalty: 5099.103027
	Iteration 115Q: 3 clusters Score -3058707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3058713.000000 Penalty: 5099.103027
	Iteration 116Q: 3 clusters Score -3058713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3058708.500000 Penalty: 5099.103027
	Iteration 117Q: 3 clusters Score -3058708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3058712.000000 Penalty: 5099.103027
	Iteration 118Q: 3 clusters Score -3058712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3058711.750000 Penalty: 5099.103027
	Iteration 119Q: 3 clusters Score -3058712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3058709.000000 Penalty: 5099.103027
	Iteration 120F: 3 clusters Score -3058709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3058711.500000 Penalty: 5099.103027
	Iteration 121Q: 3 clusters Score -3058712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3058714.250000 Penalty: 5099.103027
	Iteration 122Q: 3 clusters Score -3058714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3058714.750000 Penalty: 5099.103027
	Iteration 123Q: 3 clusters Score -3058715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3058714.000000 Penalty: 5099.103027
	Iteration 124Q: 3 clusters Score -3058714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3058712.250000 Penalty: 5099.103027
	Iteration 125Q: 3 clusters Score -3058712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3058714.000000 Penalty: 5099.103027
	Iteration 126Q: 3 clusters Score -3058714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3058715.250000 Penalty: 5099.103027
	Iteration 127Q: 3 clusters Score -3058715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3058712.750000 Penalty: 5099.103027
	Iteration 128Q: 3 clusters Score -3058713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3058712.750000 Penalty: 5099.103027
	Iteration 129F: 3 clusters Score -3058713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Entering Unmasked Estep 
Score: -3275465.750000 Penalty: 2550.358398
	Iteration 0F: 2 clusters Score -3275466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3255469.000000 Penalty: 5100.716797
	Iteration 0F: 3 clusters Score -3255469 nChanged 13306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -3263496.250000 Penalty: 5100.716797
	Iteration 1F: 3 clusters Score -3263496 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3265029.000000 Penalty: 5100.716797
	Iteration 2F: 3 clusters Score -3265029 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3267368.250000 Penalty: 5100.716797
	Iteration 3F: 3 clusters Score -3267368 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3269894.000000 Penalty: 5100.716797
	Iteration 4F: 3 clusters Score -3269894 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -3271959.500000 Penalty: 5100.716797
	Iteration 5F: 3 clusters Score -3271960 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3273482.750000 Penalty: 5100.716797
	Iteration 6F: 3 clusters Score -3273483 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -3274503.500000 Penalty: 5100.716797
	Iteration 7Q: 3 clusters Score -3274504 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3275085.750000 Penalty: 5100.716797
	Iteration 8Q: 3 clusters Score -3275086 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -3275403.000000 Penalty: 5100.716797
	Iteration 9Q: 3 clusters Score -3275403 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -3275529.250000 Penalty: 5100.716797
	Iteration 10Q: 3 clusters Score -3275529 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3275589.750000 Penalty: 5100.716797
	Iteration 11Q: 3 clusters Score -3275590 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3275618.750000 Penalty: 5100.716797
	Iteration 12Q: 3 clusters Score -3275619 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3275632.500000 Penalty: 5100.716797
	Iteration 13Q: 3 clusters Score -3275632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3275645.750000 Penalty: 5100.716797
	Iteration 14Q: 3 clusters Score -3275646 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3275659.500000 Penalty: 5100.716797
	Iteration 15Q: 3 clusters Score -3275660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3275662.750000 Penalty: 5100.716797
	Iteration 16Q: 3 clusters Score -3275663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -3275662.250000 Penalty: 5100.716797
	Iteration 17Q: 3 clusters Score -3275662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -3275657.500000 Penalty: 5100.716797
	Iteration 18Q: 3 clusters Score -3275658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3275656.000000 Penalty: 5100.716797
	Iteration 19Q: 3 clusters Score -3275656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3275656.750000 Penalty: 5100.716797
	Iteration 20F: 3 clusters Score -3275657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -3275656.500000 Penalty: 5100.716797
	Iteration 21Q: 3 clusters Score -3275656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3275662.500000 Penalty: 5100.716797
	Iteration 22Q: 3 clusters Score -3275662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3275662.250000 Penalty: 5100.716797
	Iteration 23Q: 3 clusters Score -3275662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3275661.500000 Penalty: 5100.716797
	Iteration 24Q: 3 clusters Score -3275662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3275665.250000 Penalty: 5100.716797
	Iteration 25Q: 3 clusters Score -3275665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3275666.250000 Penalty: 5100.716797
	Iteration 26Q: 3 clusters Score -3275666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3275666.250000 Penalty: 5100.716797
	Iteration 27Q: 3 clusters Score -3275666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -3275666.250000 Penalty: 5100.716797
	Iteration 28F: 3 clusters Score -3275666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29157 members 
Mstep: Class 3 contains 24541 members 
Mstep: Class 4 contains 3792 members 
Mstep: Class 5 contains 7835 members 
Mstep: Class 6 contains 8541 members 
Mstep: Class 7 contains 84621 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109479 members 
Mstep: Class 11 contains 42291 members 
Mstep: Class 12 contains 4711 members 
Mstep: Class 13 contains 34280 members 
Mstep: Class 14 contains 159788 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29856 members 
Mstep: Class 18 contains 319228 members 
Mstep: Class 19 contains 4741 members 
Mstep: Class 20 contains 20929 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98014056.000000 Penalty: 71408.312500
Splitting cluster 3 changes total score from -98014664.000000 to -98014056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -399950.625000 Penalty: 2043.681030
	Iteration 0F: 2 clusters Score -399950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -396148.906250 Penalty: 4087.362061
	Iteration 0F: 3 clusters Score -396148.9 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -396940.937500 Penalty: 4087.362061
	Iteration 1F: 3 clusters Score -396940.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -397094.343750 Penalty: 4087.362061
	Iteration 2F: 3 clusters Score -397094.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -397212.281250 Penalty: 4087.362061
	Iteration 3F: 3 clusters Score -397212.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -397314.718750 Penalty: 4087.362061
	Iteration 4Q: 3 clusters Score -397314.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -397417.375000 Penalty: 4087.362061
	Iteration 5Q: 3 clusters Score -397417.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -397522.593750 Penalty: 4087.362061
	Iteration 6Q: 3 clusters Score -397522.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -397613.125000 Penalty: 4087.362061
	Iteration 7Q: 3 clusters Score -397613.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -397687.375000 Penalty: 4087.362061
	Iteration 8Q: 3 clusters Score -397687.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -397786.843750 Penalty: 4087.362061
	Iteration 9Q: 3 clusters Score -397786.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -397947.968750 Penalty: 4087.362061
	Iteration 10Q: 3 clusters Score -397948 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -398174.750000 Penalty: 4087.362061
	Iteration 11Q: 3 clusters Score -398174.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -398472.687500 Penalty: 4087.362061
	Iteration 12Q: 3 clusters Score -398472.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -398727.625000 Penalty: 4087.362061
	Iteration 13F: 3 clusters Score -398727.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -398946.125000 Penalty: 4087.362061
	Iteration 14Q: 3 clusters Score -398946.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -399073.625000 Penalty: 4087.362061
	Iteration 15Q: 3 clusters Score -399073.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -399153.687500 Penalty: 4087.362061
	Iteration 16Q: 3 clusters Score -399153.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -399208.750000 Penalty: 4087.362061
	Iteration 17Q: 3 clusters Score -399208.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -399236.218750 Penalty: 4087.362061
	Iteration 18Q: 3 clusters Score -399236.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -399260.062500 Penalty: 4087.362061
	Iteration 19Q: 3 clusters Score -399260.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -399282.500000 Penalty: 4087.362061
	Iteration 20F: 3 clusters Score -399282.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -399288.031250 Penalty: 4087.362061
	Iteration 21Q: 3 clusters Score -399288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -399296.312500 Penalty: 4087.362061
	Iteration 22Q: 3 clusters Score -399296.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -399302.781250 Penalty: 4087.362061
	Iteration 23Q: 3 clusters Score -399302.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -399309.093750 Penalty: 4087.362061
	Iteration 24Q: 3 clusters Score -399309.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -399312.750000 Penalty: 4087.362061
	Iteration 25Q: 3 clusters Score -399312.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -399315.906250 Penalty: 4087.362061
	Iteration 26Q: 3 clusters Score -399315.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -399318.937500 Penalty: 4087.362061
	Iteration 27Q: 3 clusters Score -399318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -399321.000000 Penalty: 4087.362061
	Iteration 28Q: 3 clusters Score -399321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -399324.718750 Penalty: 4087.362061
	Iteration 29Q: 3 clusters Score -399324.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -399329.781250 Penalty: 4087.362061
	Iteration 30Q: 3 clusters Score -399329.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -399333.281250 Penalty: 4087.362061
	Iteration 31Q: 3 clusters Score -399333.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -399334.687500 Penalty: 4087.362061
	Iteration 32Q: 3 clusters Score -399334.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -399336.000000 Penalty: 4087.362061
	Iteration 33Q: 3 clusters Score -399336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -399335.781250 Penalty: 4087.362061
	Iteration 34Q: 3 clusters Score -399335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -399336.968750 Penalty: 4087.362061
	Iteration 35Q: 3 clusters Score -399337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -399337.687500 Penalty: 4087.362061
	Iteration 36Q: 3 clusters Score -399337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -399338.718750 Penalty: 4087.362061
	Iteration 37Q: 3 clusters Score -399338.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -399340.218750 Penalty: 4087.362061
	Iteration 38Q: 3 clusters Score -399340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -399341.625000 Penalty: 4087.362061
	Iteration 39Q: 3 clusters Score -399341.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -399343.906250 Penalty: 4087.362061
	Iteration 40F: 3 clusters Score -399343.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -399346.968750 Penalty: 4087.362061
	Iteration 41Q: 3 clusters Score -399347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -399348.687500 Penalty: 4087.362061
	Iteration 42Q: 3 clusters Score -399348.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -399348.062500 Penalty: 4087.362061
	Iteration 43Q: 3 clusters Score -399348.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -399349.468750 Penalty: 4087.362061
	Iteration 44Q: 3 clusters Score -399349.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -399352.062500 Penalty: 4087.362061
	Iteration 45Q: 3 clusters Score -399352.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -399352.562500 Penalty: 4087.362061
	Iteration 46Q: 3 clusters Score -399352.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -399352.562500 Penalty: 4087.362061
	Iteration 47F: 3 clusters Score -399352.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Entering Unmasked Estep 
Score: -749122.812500 Penalty: 2223.656250
	Iteration 0F: 2 clusters Score -749122.8 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 3895 members 
Entering Unmasked Estep 
Score: -742890.937500 Penalty: 4447.312500
	Iteration 0F: 3 clusters Score -742890.9 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -744827.750000 Penalty: 4447.312500
	Iteration 1F: 3 clusters Score -744827.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -745369.250000 Penalty: 4447.312500
	Iteration 2F: 3 clusters Score -745369.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -746011.750000 Penalty: 4447.312500
	Iteration 3F: 3 clusters Score -746011.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -746722.812500 Penalty: 4447.312500
	Iteration 4F: 3 clusters Score -746722.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -747375.687500 Penalty: 4447.312500
	Iteration 5F: 3 clusters Score -747375.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -747850.625000 Penalty: 4447.312500
	Iteration 6F: 3 clusters Score -747850.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -748212.187500 Penalty: 4447.312500
	Iteration 7Q: 3 clusters Score -748212.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -748486.812500 Penalty: 4447.312500
	Iteration 8Q: 3 clusters Score -748486.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -748723.875000 Penalty: 4447.312500
	Iteration 9Q: 3 clusters Score -748723.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -748934.812500 Penalty: 4447.312500
	Iteration 10Q: 3 clusters Score -748934.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -749161.125000 Penalty: 4447.312500
	Iteration 11Q: 3 clusters Score -749161.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -749347.812500 Penalty: 4447.312500
	Iteration 12Q: 3 clusters Score -749347.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -749507.562500 Penalty: 4447.312500
	Iteration 13Q: 3 clusters Score -749507.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -749637.625000 Penalty: 4447.312500
	Iteration 14Q: 3 clusters Score -749637.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -749721.250000 Penalty: 4447.312500
	Iteration 15Q: 3 clusters Score -749721.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -749787.062500 Penalty: 4447.312500
	Iteration 16Q: 3 clusters Score -749787.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -749840.562500 Penalty: 4447.312500
	Iteration 17Q: 3 clusters Score -749840.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -749903.687500 Penalty: 4447.312500
	Iteration 18Q: 3 clusters Score -749903.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -749972.375000 Penalty: 4447.312500
	Iteration 19Q: 3 clusters Score -749972.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -750033.250000 Penalty: 4447.312500
	Iteration 20F: 3 clusters Score -750033.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -750088.937500 Penalty: 4447.312500
	Iteration 21Q: 3 clusters Score -750088.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -750137.875000 Penalty: 4447.312500
	Iteration 22Q: 3 clusters Score -750137.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -750188.500000 Penalty: 4447.312500
	Iteration 23Q: 3 clusters Score -750188.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -750239.562500 Penalty: 4447.312500
	Iteration 24Q: 3 clusters Score -750239.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -750270.312500 Penalty: 4447.312500
	Iteration 25Q: 3 clusters Score -750270.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -750290.562500 Penalty: 4447.312500
	Iteration 26Q: 3 clusters Score -750290.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -750309.000000 Penalty: 4447.312500
	Iteration 27Q: 3 clusters Score -750309 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -750324.125000 Penalty: 4447.312500
	Iteration 28Q: 3 clusters Score -750324.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -750336.562500 Penalty: 4447.312500
	Iteration 29Q: 3 clusters Score -750336.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -750343.062500 Penalty: 4447.312500
	Iteration 30Q: 3 clusters Score -750343.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -750346.625000 Penalty: 4447.312500
	Iteration 31Q: 3 clusters Score -750346.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -750353.562500 Penalty: 4447.312500
	Iteration 32Q: 3 clusters Score -750353.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -750357.625000 Penalty: 4447.312500
	Iteration 33Q: 3 clusters Score -750357.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -750359.750000 Penalty: 4447.312500
	Iteration 34Q: 3 clusters Score -750359.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -750363.937500 Penalty: 4447.312500
	Iteration 35Q: 3 clusters Score -750363.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -750366.812500 Penalty: 4447.312500
	Iteration 36Q: 3 clusters Score -750366.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -750366.937500 Penalty: 4447.312500
	Iteration 37Q: 3 clusters Score -750366.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -750370.812500 Penalty: 4447.312500
	Iteration 38Q: 3 clusters Score -750370.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -750372.687500 Penalty: 4447.312500
	Iteration 39Q: 3 clusters Score -750372.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -750369.437500 Penalty: 4447.312500
	Iteration 40F: 3 clusters Score -750369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -750369.687500 Penalty: 4447.312500
	Iteration 41Q: 3 clusters Score -750369.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -750369.625000 Penalty: 4447.312500
	Iteration 42Q: 3 clusters Score -750369.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -750369.625000 Penalty: 4447.312500
	Iteration 43F: 3 clusters Score -750369.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29157 members 
Mstep: Class 3 contains 29252 members 
Mstep: Class 4 contains 3792 members 
Mstep: Class 5 contains 2659 members 
Mstep: Class 6 contains 8541 members 
Mstep: Class 7 contains 84621 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109479 members 
Mstep: Class 11 contains 42291 members 
Mstep: Class 12 contains 5176 members 
Mstep: Class 13 contains 34280 members 
Mstep: Class 14 contains 159788 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29856 members 
Mstep: Class 18 contains 319228 members 
Mstep: Class 19 contains 4741 members 
Mstep: Class 20 contains 20929 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98014376.000000 Penalty: 71408.312500
Splitting cluster 5 changes total score from -98014664.000000 to -98014376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Entering Unmasked Estep 
Score: -940975.875000 Penalty: 2245.052979
	Iteration 0F: 2 clusters Score -940975.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -934290.687500 Penalty: 4490.105957
	Iteration 0F: 3 clusters Score -934290.7 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -936113.000000 Penalty: 4490.105957
	Iteration 1F: 3 clusters Score -936113 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -936377.312500 Penalty: 4490.105957
	Iteration 2F: 3 clusters Score -936377.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -936557.312500 Penalty: 4490.105957
	Iteration 3Q: 3 clusters Score -936557.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -936710.500000 Penalty: 4490.105957
	Iteration 4Q: 3 clusters Score -936710.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -936859.937500 Penalty: 4490.105957
	Iteration 5Q: 3 clusters Score -936859.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -937009.562500 Penalty: 4490.105957
	Iteration 6Q: 3 clusters Score -937009.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -937159.187500 Penalty: 4490.105957
	Iteration 7Q: 3 clusters Score -937159.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -937309.187500 Penalty: 4490.105957
	Iteration 8Q: 3 clusters Score -937309.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -937477.937500 Penalty: 4490.105957
	Iteration 9Q: 3 clusters Score -937477.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -937649.687500 Penalty: 4490.105957
	Iteration 10Q: 3 clusters Score -937649.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -937785.250000 Penalty: 4490.105957
	Iteration 11Q: 3 clusters Score -937785.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -937923.125000 Penalty: 4490.105957
	Iteration 12Q: 3 clusters Score -937923.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -938045.000000 Penalty: 4490.105957
	Iteration 13Q: 3 clusters Score -938045 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -938150.625000 Penalty: 4490.105957
	Iteration 14Q: 3 clusters Score -938150.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -938237.937500 Penalty: 4490.105957
	Iteration 15Q: 3 clusters Score -938237.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -938321.125000 Penalty: 4490.105957
	Iteration 16Q: 3 clusters Score -938321.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -938387.750000 Penalty: 4490.105957
	Iteration 17Q: 3 clusters Score -938387.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -938449.500000 Penalty: 4490.105957
	Iteration 18Q: 3 clusters Score -938449.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -938501.562500 Penalty: 4490.105957
	Iteration 19Q: 3 clusters Score -938501.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -938542.437500 Penalty: 4490.105957
	Iteration 20F: 3 clusters Score -938542.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -938586.875000 Penalty: 4490.105957
	Iteration 21Q: 3 clusters Score -938586.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -938619.750000 Penalty: 4490.105957
	Iteration 22Q: 3 clusters Score -938619.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -938659.500000 Penalty: 4490.105957
	Iteration 23Q: 3 clusters Score -938659.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -938700.312500 Penalty: 4490.105957
	Iteration 24Q: 3 clusters Score -938700.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -938737.500000 Penalty: 4490.105957
	Iteration 25Q: 3 clusters Score -938737.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -938774.500000 Penalty: 4490.105957
	Iteration 26Q: 3 clusters Score -938774.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -938794.125000 Penalty: 4490.105957
	Iteration 27Q: 3 clusters Score -938794.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -938810.000000 Penalty: 4490.105957
	Iteration 28Q: 3 clusters Score -938810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -938836.000000 Penalty: 4490.105957
	Iteration 29Q: 3 clusters Score -938836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -938849.750000 Penalty: 4490.105957
	Iteration 30Q: 3 clusters Score -938849.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -938871.250000 Penalty: 4490.105957
	Iteration 31Q: 3 clusters Score -938871.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -938890.062500 Penalty: 4490.105957
	Iteration 32Q: 3 clusters Score -938890.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -938908.812500 Penalty: 4490.105957
	Iteration 33Q: 3 clusters Score -938908.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -938930.750000 Penalty: 4490.105957
	Iteration 34Q: 3 clusters Score -938930.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -938946.750000 Penalty: 4490.105957
	Iteration 35Q: 3 clusters Score -938946.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -938964.000000 Penalty: 4490.105957
	Iteration 36Q: 3 clusters Score -938964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -938986.500000 Penalty: 4490.105957
	Iteration 37Q: 3 clusters Score -938986.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -939007.625000 Penalty: 4490.105957
	Iteration 38Q: 3 clusters Score -939007.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -939028.312500 Penalty: 4490.105957
	Iteration 39Q: 3 clusters Score -939028.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -939040.125000 Penalty: 4490.105957
	Iteration 40F: 3 clusters Score -939040.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -939062.125000 Penalty: 4490.105957
	Iteration 41Q: 3 clusters Score -939062.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -939079.750000 Penalty: 4490.105957
	Iteration 42Q: 3 clusters Score -939079.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -939098.687500 Penalty: 4490.105957
	Iteration 43Q: 3 clusters Score -939098.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -939107.687500 Penalty: 4490.105957
	Iteration 44Q: 3 clusters Score -939107.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -939116.562500 Penalty: 4490.105957
	Iteration 45Q: 3 clusters Score -939116.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -939124.562500 Penalty: 4490.105957
	Iteration 46Q: 3 clusters Score -939124.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -939134.687500 Penalty: 4490.105957
	Iteration 47Q: 3 clusters Score -939134.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -939142.875000 Penalty: 4490.105957
	Iteration 48Q: 3 clusters Score -939142.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -939154.000000 Penalty: 4490.105957
	Iteration 49Q: 3 clusters Score -939154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -939164.937500 Penalty: 4490.105957
	Iteration 50Q: 3 clusters Score -939164.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -939174.812500 Penalty: 4490.105957
	Iteration 51Q: 3 clusters Score -939174.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -939179.812500 Penalty: 4490.105957
	Iteration 52Q: 3 clusters Score -939179.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -939185.625000 Penalty: 4490.105957
	Iteration 53Q: 3 clusters Score -939185.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -939191.875000 Penalty: 4490.105957
	Iteration 54Q: 3 clusters Score -939191.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -939196.250000 Penalty: 4490.105957
	Iteration 55Q: 3 clusters Score -939196.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -939199.312500 Penalty: 4490.105957
	Iteration 56Q: 3 clusters Score -939199.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -939204.812500 Penalty: 4490.105957
	Iteration 57Q: 3 clusters Score -939204.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -939209.375000 Penalty: 4490.105957
	Iteration 58Q: 3 clusters Score -939209.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -939211.312500 Penalty: 4490.105957
	Iteration 59Q: 3 clusters Score -939211.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -939212.687500 Penalty: 4490.105957
	Iteration 60F: 3 clusters Score -939212.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -939213.812500 Penalty: 4490.105957
	Iteration 61Q: 3 clusters Score -939213.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -939216.812500 Penalty: 4490.105957
	Iteration 62Q: 3 clusters Score -939216.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -939219.875000 Penalty: 4490.105957
	Iteration 63Q: 3 clusters Score -939219.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -939222.187500 Penalty: 4490.105957
	Iteration 64Q: 3 clusters Score -939222.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -939224.500000 Penalty: 4490.105957
	Iteration 65Q: 3 clusters Score -939224.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -939228.687500 Penalty: 4490.105957
	Iteration 66Q: 3 clusters Score -939228.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -939230.062500 Penalty: 4490.105957
	Iteration 67Q: 3 clusters Score -939230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -939229.250000 Penalty: 4490.105957
	Iteration 68Q: 3 clusters Score -939229.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -939229.250000 Penalty: 4490.105957
	Iteration 69F: 3 clusters Score -939229.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (84621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84621 members 
Entering Unmasked Estep 
Score: -9577230.000000 Penalty: 2813.792480
	Iteration 0F: 2 clusters Score -9577230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -9520586.000000 Penalty: 5627.584961
	Iteration 0F: 3 clusters Score -9520586 nChanged 39738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -9543052.000000 Penalty: 5627.584961
	Iteration 1F: 3 clusters Score -9543052 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -9543983.000000 Penalty: 5627.584961
	Iteration 2Q: 3 clusters Score -9543983 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -9544940.000000 Penalty: 5627.584961
	Iteration 3Q: 3 clusters Score -9544940 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -9546242.000000 Penalty: 5627.584961
	Iteration 4Q: 3 clusters Score -9546242 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -9548265.000000 Penalty: 5627.584961
	Iteration 5Q: 3 clusters Score -9548265 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -9551010.000000 Penalty: 5627.584961
	Iteration 6F: 3 clusters Score -9551010 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -9554551.000000 Penalty: 5627.584961
	Iteration 7F: 3 clusters Score -9554551 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -9558385.000000 Penalty: 5627.584961
	Iteration 8F: 3 clusters Score -9558385 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57890 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -9562018.000000 Penalty: 5627.584961
	Iteration 9F: 3 clusters Score -9562018 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -9564716.000000 Penalty: 5627.584961
	Iteration 10F: 3 clusters Score -9564716 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62848 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -9566678.000000 Penalty: 5627.584961
	Iteration 11Q: 3 clusters Score -9566678 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -9568130.000000 Penalty: 5627.584961
	Iteration 12Q: 3 clusters Score -9568130 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66439 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -9569220.000000 Penalty: 5627.584961
	Iteration 13Q: 3 clusters Score -9569220 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68041 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -9570057.000000 Penalty: 5627.584961
	Iteration 14Q: 3 clusters Score -9570057 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69500 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -9570852.000000 Penalty: 5627.584961
	Iteration 15Q: 3 clusters Score -9570852 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -9571560.000000 Penalty: 5627.584961
	Iteration 16Q: 3 clusters Score -9571560 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72042 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -9572178.000000 Penalty: 5627.584961
	Iteration 17Q: 3 clusters Score -9572178 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73134 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -9572664.000000 Penalty: 5627.584961
	Iteration 18Q: 3 clusters Score -9572664 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74158 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -9573071.000000 Penalty: 5627.584961
	Iteration 19Q: 3 clusters Score -9573071 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -9573479.000000 Penalty: 5627.584961
	Iteration 20F: 3 clusters Score -9573479 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75838 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -9573821.000000 Penalty: 5627.584961
	Iteration 21Q: 3 clusters Score -9573821 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -9574106.000000 Penalty: 5627.584961
	Iteration 22Q: 3 clusters Score -9574106 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -9574359.000000 Penalty: 5627.584961
	Iteration 23Q: 3 clusters Score -9574359 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77844 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -9574606.000000 Penalty: 5627.584961
	Iteration 24Q: 3 clusters Score -9574606 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78363 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -9574817.000000 Penalty: 5627.584961
	Iteration 25Q: 3 clusters Score -9574817 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78835 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -9574998.000000 Penalty: 5627.584961
	Iteration 26Q: 3 clusters Score -9574998 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -9575158.000000 Penalty: 5627.584961
	Iteration 27Q: 3 clusters Score -9575158 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -9575288.000000 Penalty: 5627.584961
	Iteration 28Q: 3 clusters Score -9575288 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -9575419.000000 Penalty: 5627.584961
	Iteration 29Q: 3 clusters Score -9575419 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -9575501.000000 Penalty: 5627.584961
	Iteration 30Q: 3 clusters Score -9575501 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80505 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -9575580.000000 Penalty: 5627.584961
	Iteration 31Q: 3 clusters Score -9575580 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -9575655.000000 Penalty: 5627.584961
	Iteration 32Q: 3 clusters Score -9575655 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80934 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -9575717.000000 Penalty: 5627.584961
	Iteration 33Q: 3 clusters Score -9575717 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81090 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -9575720.000000 Penalty: 5627.584961
	Iteration 34Q: 3 clusters Score -9575720 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81251 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -9575757.000000 Penalty: 5627.584961
	Iteration 35Q: 3 clusters Score -9575757 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81391 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -9575799.000000 Penalty: 5627.584961
	Iteration 36Q: 3 clusters Score -9575799 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81513 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -9575828.000000 Penalty: 5627.584961
	Iteration 37Q: 3 clusters Score -9575828 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -9575846.000000 Penalty: 5627.584961
	Iteration 38Q: 3 clusters Score -9575846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81676 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -9575870.000000 Penalty: 5627.584961
	Iteration 39Q: 3 clusters Score -9575870 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81735 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -9575885.000000 Penalty: 5627.584961
	Iteration 40F: 3 clusters Score -9575885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -9575899.000000 Penalty: 5627.584961
	Iteration 41Q: 3 clusters Score -9575899 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -9575912.000000 Penalty: 5627.584961
	Iteration 42Q: 3 clusters Score -9575912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81916 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -9575929.000000 Penalty: 5627.584961
	Iteration 43Q: 3 clusters Score -9575929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81974 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -9575950.000000 Penalty: 5627.584961
	Iteration 44Q: 3 clusters Score -9575950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82029 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -9575966.000000 Penalty: 5627.584961
	Iteration 45Q: 3 clusters Score -9575966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -9575979.000000 Penalty: 5627.584961
	Iteration 46Q: 3 clusters Score -9575979 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -9575991.000000 Penalty: 5627.584961
	Iteration 47Q: 3 clusters Score -9575991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82191 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -9576005.000000 Penalty: 5627.584961
	Iteration 48Q: 3 clusters Score -9576005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -9576007.000000 Penalty: 5627.584961
	Iteration 49Q: 3 clusters Score -9576007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -9576016.000000 Penalty: 5627.584961
	Iteration 50Q: 3 clusters Score -9576016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82251 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -9576021.000000 Penalty: 5627.584961
	Iteration 51Q: 3 clusters Score -9576021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -9576018.000000 Penalty: 5627.584961
	Iteration 52Q: 3 clusters Score -9576018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -9576033.000000 Penalty: 5627.584961
	Iteration 53Q: 3 clusters Score -9576033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82294 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9576039.000000 Penalty: 5627.584961
	Iteration 54Q: 3 clusters Score -9576039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82311 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -9576039.000000 Penalty: 5627.584961
	Iteration 55Q: 3 clusters Score -9576039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82324 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -9576041.000000 Penalty: 5627.584961
	Iteration 56Q: 3 clusters Score -9576041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -9576043.000000 Penalty: 5627.584961
	Iteration 57Q: 3 clusters Score -9576043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82347 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9576031.000000 Penalty: 5627.584961
	Iteration 58Q: 3 clusters Score -9576031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -9576031.000000 Penalty: 5627.584961
	Iteration 59Q: 3 clusters Score -9576031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82370 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9576027.000000 Penalty: 5627.584961
	Iteration 60F: 3 clusters Score -9576027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82379 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -9576028.000000 Penalty: 5627.584961
	Iteration 61Q: 3 clusters Score -9576028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82385 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -9576030.000000 Penalty: 5627.584961
	Iteration 62Q: 3 clusters Score -9576030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -9576027.000000 Penalty: 5627.584961
	Iteration 63Q: 3 clusters Score -9576027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82393 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9576020.000000 Penalty: 5627.584961
	Iteration 64Q: 3 clusters Score -9576020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -9576025.000000 Penalty: 5627.584961
	Iteration 65Q: 3 clusters Score -9576025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9576021.000000 Penalty: 5627.584961
	Iteration 66Q: 3 clusters Score -9576021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82413 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9576024.000000 Penalty: 5627.584961
	Iteration 67Q: 3 clusters Score -9576024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -9576021.000000 Penalty: 5627.584961
	Iteration 68Q: 3 clusters Score -9576021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9576027.000000 Penalty: 5627.584961
	Iteration 69Q: 3 clusters Score -9576027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9576019.000000 Penalty: 5627.584961
	Iteration 70Q: 3 clusters Score -9576019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9576021.000000 Penalty: 5627.584961
	Iteration 71Q: 3 clusters Score -9576021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82422 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -9576026.000000 Penalty: 5627.584961
	Iteration 72Q: 3 clusters Score -9576026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9576026.000000 Penalty: 5627.584961
	Iteration 73Q: 3 clusters Score -9576026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -9576026.000000 Penalty: 5627.584961
	Iteration 74F: 3 clusters Score -9576026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -88746.531250 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -88746.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86890.468750 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -86890.47 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -87170.210938 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -87170.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -87289.562500 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -87289.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -87465.804688 Penalty: 3375.088867
	Iteration 3Q: 3 clusters Score -87465.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -87632.328125 Penalty: 3375.088867
	Iteration 4F: 3 clusters Score -87632.33 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87818.765625 Penalty: 3375.088867
	Iteration 5F: 3 clusters Score -87818.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -87976.750000 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -87976.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -88174.210938 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -88174.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -88265.343750 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -88265.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -88306.390625 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -88306.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -88336.843750 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -88336.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88362.875000 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -88362.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -88382.242188 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -88382.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88401.750000 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -88401.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88428.804688 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -88428.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -88449.453125 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -88449.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -88463.828125 Penalty: 3375.088867
	Iteration 16Q: 3 clusters Score -88463.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88480.117188 Penalty: 3375.088867
	Iteration 17Q: 3 clusters Score -88480.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -88491.742188 Penalty: 3375.088867
	Iteration 18Q: 3 clusters Score -88491.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -88496.210938 Penalty: 3375.088867
	Iteration 19Q: 3 clusters Score -88496.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -88498.554688 Penalty: 3375.088867
	Iteration 20F: 3 clusters Score -88498.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88505.250000 Penalty: 3375.088867
	Iteration 21Q: 3 clusters Score -88505.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88514.734375 Penalty: 3375.088867
	Iteration 22Q: 3 clusters Score -88514.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88517.695312 Penalty: 3375.088867
	Iteration 23Q: 3 clusters Score -88517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88517.695312 Penalty: 3375.088867
	Iteration 24F: 3 clusters Score -88517.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -90171.789062 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -90171.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88266.757812 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -88266.76 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -88571.031250 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -88571.03 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -88706.835938 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -88706.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -88804.101562 Penalty: 3394.500000
	Iteration 3F: 3 clusters Score -88804.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88885.351562 Penalty: 3394.500000
	Iteration 4Q: 3 clusters Score -88885.35 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -88939.562500 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -88939.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -88994.390625 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -88994.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -89046.734375 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -89046.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -89199.156250 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -89199.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -89384.156250 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -89384.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -89448.640625 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -89448.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89528.257812 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -89528.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89578.703125 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -89578.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89623.828125 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -89623.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -89663.625000 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -89663.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -89720.101562 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -89720.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -89747.750000 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -89747.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89782.453125 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -89782.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89802.859375 Penalty: 3394.500000
	Iteration 18Q: 3 clusters Score -89802.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89819.648438 Penalty: 3394.500000
	Iteration 19Q: 3 clusters Score -89819.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -89837.632812 Penalty: 3394.500000
	Iteration 20F: 3 clusters Score -89837.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89850.632812 Penalty: 3394.500000
	Iteration 21Q: 3 clusters Score -89850.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89855.226562 Penalty: 3394.500000
	Iteration 22Q: 3 clusters Score -89855.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -89857.906250 Penalty: 3394.500000
	Iteration 23Q: 3 clusters Score -89857.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -89857.906250 Penalty: 3394.500000
	Iteration 24F: 3 clusters Score -89857.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (109479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109479 members 
Entering Unmasked Estep 
Score: -12411324.000000 Penalty: 2877.665039
	Iteration 0F: 2 clusters Score -1.241132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -12338188.000000 Penalty: 5755.330078
	Iteration 0F: 3 clusters Score -1.233819e+07 nChanged 51954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -12368005.000000 Penalty: 5755.330078
	Iteration 1F: 3 clusters Score -1.2368e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -12368776.000000 Penalty: 5755.330078
	Iteration 2Q: 3 clusters Score -1.236878e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59113 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -12369649.000000 Penalty: 5755.330078
	Iteration 3Q: 3 clusters Score -1.236965e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -12370998.000000 Penalty: 5755.330078
	Iteration 4Q: 3 clusters Score -1.2371e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -12373111.000000 Penalty: 5755.330078
	Iteration 5Q: 3 clusters Score -1.237311e+07 nChanged 6182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70787 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -12376313.000000 Penalty: 5755.330078
	Iteration 6F: 3 clusters Score -1.237631e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77574 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -12381147.000000 Penalty: 5755.330078
	Iteration 7F: 3 clusters Score -1.238115e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85899 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -12388408.000000 Penalty: 5755.330078
	Iteration 8F: 3 clusters Score -1.238841e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94179 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -12396235.000000 Penalty: 5755.330078
	Iteration 9F: 3 clusters Score -1.239624e+07 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100752 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -12402398.000000 Penalty: 5755.330078
	Iteration 10F: 3 clusters Score -1.24024e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104767 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -12405833.000000 Penalty: 5755.330078
	Iteration 11Q: 3 clusters Score -1.240583e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106785 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -12407501.000000 Penalty: 5755.330078
	Iteration 12Q: 3 clusters Score -1.24075e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107760 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -12408111.000000 Penalty: 5755.330078
	Iteration 13Q: 3 clusters Score -1.240811e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108244 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -12408498.000000 Penalty: 5755.330078
	Iteration 14Q: 3 clusters Score -1.24085e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108457 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12408696.000000 Penalty: 5755.330078
	Iteration 15Q: 3 clusters Score -1.24087e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108587 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -12408822.000000 Penalty: 5755.330078
	Iteration 16Q: 3 clusters Score -1.240882e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -12408898.000000 Penalty: 5755.330078
	Iteration 17Q: 3 clusters Score -1.24089e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108696 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -12408935.000000 Penalty: 5755.330078
	Iteration 18Q: 3 clusters Score -1.240894e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108726 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -12408971.000000 Penalty: 5755.330078
	Iteration 19Q: 3 clusters Score -1.240897e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108751 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -12408978.000000 Penalty: 5755.330078
	Iteration 20F: 3 clusters Score -1.240898e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108767 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -12409021.000000 Penalty: 5755.330078
	Iteration 21Q: 3 clusters Score -1.240902e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108778 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -12409034.000000 Penalty: 5755.330078
	Iteration 22Q: 3 clusters Score -1.240903e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -12409057.000000 Penalty: 5755.330078
	Iteration 23Q: 3 clusters Score -1.240906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108800 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -12409067.000000 Penalty: 5755.330078
	Iteration 24Q: 3 clusters Score -1.240907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108798 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -12409065.000000 Penalty: 5755.330078
	Iteration 25Q: 3 clusters Score -1.240906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108803 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -12409081.000000 Penalty: 5755.330078
	Iteration 26Q: 3 clusters Score -1.240908e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108806 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -12409076.000000 Penalty: 5755.330078
	Iteration 27Q: 3 clusters Score -1.240908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108807 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12409097.000000 Penalty: 5755.330078
	Iteration 28Q: 3 clusters Score -1.24091e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108816 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12409075.000000 Penalty: 5755.330078
	Iteration 29Q: 3 clusters Score -1.240908e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108819 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -12409094.000000 Penalty: 5755.330078
	Iteration 30Q: 3 clusters Score -1.240909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108821 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -12409087.000000 Penalty: 5755.330078
	Iteration 31Q: 3 clusters Score -1.240909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108826 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -12409106.000000 Penalty: 5755.330078
	Iteration 32Q: 3 clusters Score -1.240911e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -12409109.000000 Penalty: 5755.330078
	Iteration 33Q: 3 clusters Score -1.240911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108839 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -12409099.000000 Penalty: 5755.330078
	Iteration 34Q: 3 clusters Score -1.24091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108842 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -12409116.000000 Penalty: 5755.330078
	Iteration 35Q: 3 clusters Score -1.240912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108844 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -12409112.000000 Penalty: 5755.330078
	Iteration 36Q: 3 clusters Score -1.240911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108846 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -12409111.000000 Penalty: 5755.330078
	Iteration 37Q: 3 clusters Score -1.240911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108844 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -12409118.000000 Penalty: 5755.330078
	Iteration 38Q: 3 clusters Score -1.240912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108842 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -12409114.000000 Penalty: 5755.330078
	Iteration 39Q: 3 clusters Score -1.240911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12409116.000000 Penalty: 5755.330078
	Iteration 40F: 3 clusters Score -1.240912e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Entering Unmasked Estep 
Score: -4584004.500000 Penalty: 2641.777588
	Iteration 0F: 2 clusters Score -4584004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -4555308.500000 Penalty: 5283.555176
	Iteration 0F: 3 clusters Score -4555308 nChanged 19533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -4566076.000000 Penalty: 5283.555176
	Iteration 1F: 3 clusters Score -4566076 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -4566758.500000 Penalty: 5283.555176
	Iteration 2Q: 3 clusters Score -4566758 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4567644.000000 Penalty: 5283.555176
	Iteration 3Q: 3 clusters Score -4567644 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -4569001.000000 Penalty: 5283.555176
	Iteration 4F: 3 clusters Score -4569001 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -4571161.000000 Penalty: 5283.555176
	Iteration 5F: 3 clusters Score -4571161 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -4574287.000000 Penalty: 5283.555176
	Iteration 6F: 3 clusters Score -4574287 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -4577512.000000 Penalty: 5283.555176
	Iteration 7F: 3 clusters Score -4577512 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4579789.000000 Penalty: 5283.555176
	Iteration 8F: 3 clusters Score -4579789 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4580934.000000 Penalty: 5283.555176
	Iteration 9Q: 3 clusters Score -4580934 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4581455.500000 Penalty: 5283.555176
	Iteration 10Q: 3 clusters Score -4581456 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4581655.500000 Penalty: 5283.555176
	Iteration 11Q: 3 clusters Score -4581656 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4581767.500000 Penalty: 5283.555176
	Iteration 12Q: 3 clusters Score -4581768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4581844.000000 Penalty: 5283.555176
	Iteration 13Q: 3 clusters Score -4581844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4581879.000000 Penalty: 5283.555176
	Iteration 14Q: 3 clusters Score -4581879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4581897.000000 Penalty: 5283.555176
	Iteration 15Q: 3 clusters Score -4581897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4581904.500000 Penalty: 5283.555176
	Iteration 16Q: 3 clusters Score -4581904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4581921.000000 Penalty: 5283.555176
	Iteration 17Q: 3 clusters Score -4581921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4581932.500000 Penalty: 5283.555176
	Iteration 18Q: 3 clusters Score -4581932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4581944.500000 Penalty: 5283.555176
	Iteration 19Q: 3 clusters Score -4581944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4581953.500000 Penalty: 5283.555176
	Iteration 20F: 3 clusters Score -4581954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4581955.000000 Penalty: 5283.555176
	Iteration 21Q: 3 clusters Score -4581955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4581954.500000 Penalty: 5283.555176
	Iteration 22Q: 3 clusters Score -4581954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4581954.500000 Penalty: 5283.555176
	Iteration 23F: 3 clusters Score -4581954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Entering Unmasked Estep 
Score: -3867054.250000 Penalty: 2589.694580
	Iteration 0F: 2 clusters Score -3867054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -3843871.250000 Penalty: 5179.389160
	Iteration 0F: 3 clusters Score -3843871 nChanged 15440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -3852195.250000 Penalty: 5179.389160
	Iteration 1F: 3 clusters Score -3852195 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3852659.250000 Penalty: 5179.389160
	Iteration 2Q: 3 clusters Score -3852659 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3853161.750000 Penalty: 5179.389160
	Iteration 3Q: 3 clusters Score -3853162 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -3853797.250000 Penalty: 5179.389160
	Iteration 4Q: 3 clusters Score -3853797 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -3854732.250000 Penalty: 5179.389160
	Iteration 5F: 3 clusters Score -3854732 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3855981.250000 Penalty: 5179.389160
	Iteration 6F: 3 clusters Score -3855981 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -3857635.750000 Penalty: 5179.389160
	Iteration 7F: 3 clusters Score -3857636 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -3859692.250000 Penalty: 5179.389160
	Iteration 8F: 3 clusters Score -3859692 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3861699.250000 Penalty: 5179.389160
	Iteration 9F: 3 clusters Score -3861699 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3863123.750000 Penalty: 5179.389160
	Iteration 10Q: 3 clusters Score -3863124 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3863918.250000 Penalty: 5179.389160
	Iteration 11Q: 3 clusters Score -3863918 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3864302.250000 Penalty: 5179.389160
	Iteration 12Q: 3 clusters Score -3864302 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3864519.000000 Penalty: 5179.389160
	Iteration 13Q: 3 clusters Score -3864519 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3864633.000000 Penalty: 5179.389160
	Iteration 14Q: 3 clusters Score -3864633 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3864685.750000 Penalty: 5179.389160
	Iteration 15Q: 3 clusters Score -3864686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3864730.500000 Penalty: 5179.389160
	Iteration 16Q: 3 clusters Score -3864730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3864761.250000 Penalty: 5179.389160
	Iteration 17Q: 3 clusters Score -3864761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3864775.750000 Penalty: 5179.389160
	Iteration 18Q: 3 clusters Score -3864776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3864782.000000 Penalty: 5179.389160
	Iteration 19Q: 3 clusters Score -3864782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3864784.000000 Penalty: 5179.389160
	Iteration 20F: 3 clusters Score -3864784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159788 members 
Entering Unmasked Estep 
Score: -17772290.000000 Penalty: 2971.437744
	Iteration 0F: 2 clusters Score -1.777229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79644 members 
Mstep: Class 2 contains 80144 members 
Entering Unmasked Estep 
Score: -17665702.000000 Penalty: 5942.875488
	Iteration 0F: 3 clusters Score -1.76657e+07 nChanged 76295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76685 members 
Mstep: Class 2 contains 83103 members 
Entering Unmasked Estep 
Score: -17710542.000000 Penalty: 5942.875488
	Iteration 1F: 3 clusters Score -1.771054e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74990 members 
Mstep: Class 2 contains 84798 members 
Entering Unmasked Estep 
Score: -17712022.000000 Penalty: 5942.875488
	Iteration 2Q: 3 clusters Score -1.771202e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 87342 members 
Entering Unmasked Estep 
Score: -17713914.000000 Penalty: 5942.875488
	Iteration 3Q: 3 clusters Score -1.771391e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68879 members 
Mstep: Class 2 contains 90909 members 
Entering Unmasked Estep 
Score: -17716806.000000 Penalty: 5942.875488
	Iteration 4Q: 3 clusters Score -1.771681e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 95828 members 
Entering Unmasked Estep 
Score: -17720886.000000 Penalty: 5942.875488
	Iteration 5Q: 3 clusters Score -1.772089e+07 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 102194 members 
Entering Unmasked Estep 
Score: -17726500.000000 Penalty: 5942.875488
	Iteration 6F: 3 clusters Score -1.77265e+07 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 109944 members 
Entering Unmasked Estep 
Score: -17733236.000000 Penalty: 5942.875488
	Iteration 7F: 3 clusters Score -1.773324e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 118630 members 
Entering Unmasked Estep 
Score: -17740896.000000 Penalty: 5942.875488
	Iteration 8F: 3 clusters Score -1.77409e+07 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 127469 members 
Entering Unmasked Estep 
Score: -17748568.000000 Penalty: 5942.875488
	Iteration 9F: 3 clusters Score -1.774857e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 135288 members 
Entering Unmasked Estep 
Score: -17754900.000000 Penalty: 5942.875488
	Iteration 10F: 3 clusters Score -1.77549e+07 nChanged 6599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 141609 members 
Entering Unmasked Estep 
Score: -17759742.000000 Penalty: 5942.875488
	Iteration 11Q: 3 clusters Score -1.775974e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 146434 members 
Entering Unmasked Estep 
Score: -17763088.000000 Penalty: 5942.875488
	Iteration 12Q: 3 clusters Score -1.776309e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 150039 members 
Entering Unmasked Estep 
Score: -17765378.000000 Penalty: 5942.875488
	Iteration 13Q: 3 clusters Score -1.776538e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 152721 members 
Entering Unmasked Estep 
Score: -17766990.000000 Penalty: 5942.875488
	Iteration 14Q: 3 clusters Score -1.776699e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 154678 members 
Entering Unmasked Estep 
Score: -17768016.000000 Penalty: 5942.875488
	Iteration 15Q: 3 clusters Score -1.776802e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 156004 members 
Entering Unmasked Estep 
Score: -17768720.000000 Penalty: 5942.875488
	Iteration 16Q: 3 clusters Score -1.776872e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 156891 members 
Entering Unmasked Estep 
Score: -17769072.000000 Penalty: 5942.875488
	Iteration 17Q: 3 clusters Score -1.776907e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 157486 members 
Entering Unmasked Estep 
Score: -17769308.000000 Penalty: 5942.875488
	Iteration 18Q: 3 clusters Score -1.776931e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 157875 members 
Entering Unmasked Estep 
Score: -17769452.000000 Penalty: 5942.875488
	Iteration 19Q: 3 clusters Score -1.776945e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 158129 members 
Entering Unmasked Estep 
Score: -17769546.000000 Penalty: 5942.875488
	Iteration 20F: 3 clusters Score -1.776955e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 158308 members 
Entering Unmasked Estep 
Score: -17769610.000000 Penalty: 5942.875488
	Iteration 21Q: 3 clusters Score -1.776961e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 158445 members 
Entering Unmasked Estep 
Score: -17769676.000000 Penalty: 5942.875488
	Iteration 22Q: 3 clusters Score -1.776968e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 158549 members 
Entering Unmasked Estep 
Score: -17769706.000000 Penalty: 5942.875488
	Iteration 23Q: 3 clusters Score -1.776971e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 158624 members 
Entering Unmasked Estep 
Score: -17769728.000000 Penalty: 5942.875488
	Iteration 24Q: 3 clusters Score -1.776973e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 158685 members 
Entering Unmasked Estep 
Score: -17769786.000000 Penalty: 5942.875488
	Iteration 25Q: 3 clusters Score -1.776979e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 158721 members 
Entering Unmasked Estep 
Score: -17769782.000000 Penalty: 5942.875488
	Iteration 26Q: 3 clusters Score -1.776978e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 158751 members 
Entering Unmasked Estep 
Score: -17769788.000000 Penalty: 5942.875488
	Iteration 27Q: 3 clusters Score -1.776979e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 158773 members 
Entering Unmasked Estep 
Score: -17769800.000000 Penalty: 5942.875488
	Iteration 28Q: 3 clusters Score -1.77698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 158790 members 
Entering Unmasked Estep 
Score: -17769816.000000 Penalty: 5942.875488
	Iteration 29Q: 3 clusters Score -1.776982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 158804 members 
Entering Unmasked Estep 
Score: -17769824.000000 Penalty: 5942.875488
	Iteration 30Q: 3 clusters Score -1.776982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 158818 members 
Entering Unmasked Estep 
Score: -17769818.000000 Penalty: 5942.875488
	Iteration 31Q: 3 clusters Score -1.776982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 158827 members 
Entering Unmasked Estep 
Score: -17769816.000000 Penalty: 5942.875488
	Iteration 32Q: 3 clusters Score -1.776982e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 158834 members 
Entering Unmasked Estep 
Score: -17769822.000000 Penalty: 5942.875488
	Iteration 33Q: 3 clusters Score -1.776982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 158842 members 
Entering Unmasked Estep 
Score: -17769834.000000 Penalty: 5942.875488
	Iteration 34Q: 3 clusters Score -1.776983e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 158848 members 
Entering Unmasked Estep 
Score: -17769836.000000 Penalty: 5942.875488
	Iteration 35Q: 3 clusters Score -1.776984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 158854 members 
Entering Unmasked Estep 
Score: -17769834.000000 Penalty: 5942.875488
	Iteration 36Q: 3 clusters Score -1.776983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 158862 members 
Entering Unmasked Estep 
Score: -17769856.000000 Penalty: 5942.875488
	Iteration 37Q: 3 clusters Score -1.776986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 158868 members 
Entering Unmasked Estep 
Score: -17769856.000000 Penalty: 5942.875488
	Iteration 38Q: 3 clusters Score -1.776986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 158873 members 
Entering Unmasked Estep 
Score: -17769868.000000 Penalty: 5942.875488
	Iteration 39Q: 3 clusters Score -1.776987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 158881 members 
Entering Unmasked Estep 
Score: -17769852.000000 Penalty: 5942.875488
	Iteration 40F: 3 clusters Score -1.776985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 158887 members 
Entering Unmasked Estep 
Score: -17769870.000000 Penalty: 5942.875488
	Iteration 41Q: 3 clusters Score -1.776987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 158889 members 
Entering Unmasked Estep 
Score: -17769872.000000 Penalty: 5942.875488
	Iteration 42Q: 3 clusters Score -1.776987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 158894 members 
Entering Unmasked Estep 
Score: -17769870.000000 Penalty: 5942.875488
	Iteration 43Q: 3 clusters Score -1.776987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 158899 members 
Entering Unmasked Estep 
Score: -17769882.000000 Penalty: 5942.875488
	Iteration 44Q: 3 clusters Score -1.776988e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 158906 members 
Entering Unmasked Estep 
Score: -17769892.000000 Penalty: 5942.875488
	Iteration 45Q: 3 clusters Score -1.776989e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 158910 members 
Entering Unmasked Estep 
Score: -17769892.000000 Penalty: 5942.875488
	Iteration 46Q: 3 clusters Score -1.776989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 158912 members 
Entering Unmasked Estep 
Score: -17769890.000000 Penalty: 5942.875488
	Iteration 47Q: 3 clusters Score -1.776989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 158915 members 
Entering Unmasked Estep 
Score: -17769886.000000 Penalty: 5942.875488
	Iteration 48Q: 3 clusters Score -1.776989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 158916 members 
Entering Unmasked Estep 
Score: -17769890.000000 Penalty: 5942.875488
	Iteration 49Q: 3 clusters Score -1.776989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 158922 members 
Entering Unmasked Estep 
Score: -17769904.000000 Penalty: 5942.875488
	Iteration 50Q: 3 clusters Score -1.77699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 158929 members 
Entering Unmasked Estep 
Score: -17769904.000000 Penalty: 5942.875488
	Iteration 51Q: 3 clusters Score -1.77699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 158933 members 
Entering Unmasked Estep 
Score: -17769910.000000 Penalty: 5942.875488
	Iteration 52Q: 3 clusters Score -1.776991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 158936 members 
Entering Unmasked Estep 
Score: -17769908.000000 Penalty: 5942.875488
	Iteration 53Q: 3 clusters Score -1.776991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 158943 members 
Entering Unmasked Estep 
Score: -17769910.000000 Penalty: 5942.875488
	Iteration 54Q: 3 clusters Score -1.776991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 158947 members 
Entering Unmasked Estep 
Score: -17769898.000000 Penalty: 5942.875488
	Iteration 55Q: 3 clusters Score -1.77699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 158954 members 
Entering Unmasked Estep 
Score: -17769904.000000 Penalty: 5942.875488
	Iteration 56Q: 3 clusters Score -1.77699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 158956 members 
Entering Unmasked Estep 
Score: -17769924.000000 Penalty: 5942.875488
	Iteration 57Q: 3 clusters Score -1.776992e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 158956 members 
Entering Unmasked Estep 
Score: -17769926.000000 Penalty: 5942.875488
	Iteration 58Q: 3 clusters Score -1.776993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 158955 members 
Entering Unmasked Estep 
Score: -17769924.000000 Penalty: 5942.875488
	Iteration 59Q: 3 clusters Score -1.776992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 158956 members 
Entering Unmasked Estep 
Score: -17769930.000000 Penalty: 5942.875488
	Iteration 60F: 3 clusters Score -1.776993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 158957 members 
Entering Unmasked Estep 
Score: -17769924.000000 Penalty: 5942.875488
	Iteration 61Q: 3 clusters Score -1.776992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 158957 members 
Entering Unmasked Estep 
Score: -17769924.000000 Penalty: 5942.875488
	Iteration 62F: 3 clusters Score -1.776992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Entering Unmasked Estep 
Score: -1041101.812500 Penalty: 2265.205078
	Iteration 0F: 2 clusters Score -1041102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1033984.000000 Penalty: 4530.410156
	Iteration 0F: 3 clusters Score -1033984 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1036109.937500 Penalty: 4530.410156
	Iteration 1F: 3 clusters Score -1036110 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1036447.625000 Penalty: 4530.410156
	Iteration 2F: 3 clusters Score -1036448 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1036678.937500 Penalty: 4530.410156
	Iteration 3F: 3 clusters Score -1036679 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1036910.375000 Penalty: 4530.410156
	Iteration 4Q: 3 clusters Score -1036910 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1037149.437500 Penalty: 4530.410156
	Iteration 5Q: 3 clusters Score -1037149 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1037428.375000 Penalty: 4530.410156
	Iteration 6Q: 3 clusters Score -1037428 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1037740.625000 Penalty: 4530.410156
	Iteration 7Q: 3 clusters Score -1037741 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1038121.625000 Penalty: 4530.410156
	Iteration 8F: 3 clusters Score -1038122 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1038537.750000 Penalty: 4530.410156
	Iteration 9F: 3 clusters Score -1038538 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1038926.187500 Penalty: 4530.410156
	Iteration 10Q: 3 clusters Score -1038926 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1039264.312500 Penalty: 4530.410156
	Iteration 11Q: 3 clusters Score -1039264 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1039445.500000 Penalty: 4530.410156
	Iteration 12Q: 3 clusters Score -1039446 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1039531.437500 Penalty: 4530.410156
	Iteration 13Q: 3 clusters Score -1039531 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1039581.000000 Penalty: 4530.410156
	Iteration 14Q: 3 clusters Score -1039581 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1039616.687500 Penalty: 4530.410156
	Iteration 15Q: 3 clusters Score -1039617 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1039641.875000 Penalty: 4530.410156
	Iteration 16Q: 3 clusters Score -1039642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1039659.000000 Penalty: 4530.410156
	Iteration 17Q: 3 clusters Score -1039659 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1039673.187500 Penalty: 4530.410156
	Iteration 18Q: 3 clusters Score -1039673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1039681.875000 Penalty: 4530.410156
	Iteration 19Q: 3 clusters Score -1039682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1039686.062500 Penalty: 4530.410156
	Iteration 20F: 3 clusters Score -1039686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1039687.250000 Penalty: 4530.410156
	Iteration 21Q: 3 clusters Score -1039687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1039689.375000 Penalty: 4530.410156
	Iteration 22Q: 3 clusters Score -1039689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1039689.312500 Penalty: 4530.410156
	Iteration 23Q: 3 clusters Score -1039689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1039693.687500 Penalty: 4530.410156
	Iteration 24Q: 3 clusters Score -1039694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1039694.875000 Penalty: 4530.410156
	Iteration 25Q: 3 clusters Score -1039695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1039694.375000 Penalty: 4530.410156
	Iteration 26Q: 3 clusters Score -1039694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1039694.062500 Penalty: 4530.410156
	Iteration 27Q: 3 clusters Score -1039694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1039693.937500 Penalty: 4530.410156
	Iteration 28Q: 3 clusters Score -1039694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1039694.187500 Penalty: 4530.410156
	Iteration 29Q: 3 clusters Score -1039694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1039694.187500 Penalty: 4530.410156
	Iteration 30F: 3 clusters Score -1039694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Entering Unmasked Estep 
Score: -301633.031250 Penalty: 1963.187378
	Iteration 0F: 2 clusters Score -301633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -298585.125000 Penalty: 3926.374756
	Iteration 0F: 3 clusters Score -298585.1 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -299194.031250 Penalty: 3926.374756
	Iteration 1F: 3 clusters Score -299194 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -299352.000000 Penalty: 3926.374756
	Iteration 2F: 3 clusters Score -299352 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -299441.312500 Penalty: 3926.374756
	Iteration 3Q: 3 clusters Score -299441.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -299507.000000 Penalty: 3926.374756
	Iteration 4Q: 3 clusters Score -299507 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -299556.187500 Penalty: 3926.374756
	Iteration 5Q: 3 clusters Score -299556.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -299595.562500 Penalty: 3926.374756
	Iteration 6Q: 3 clusters Score -299595.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -299626.593750 Penalty: 3926.374756
	Iteration 7Q: 3 clusters Score -299626.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -299651.906250 Penalty: 3926.374756
	Iteration 8Q: 3 clusters Score -299651.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -299675.968750 Penalty: 3926.374756
	Iteration 9Q: 3 clusters Score -299676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -299702.437500 Penalty: 3926.374756
	Iteration 10Q: 3 clusters Score -299702.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -299724.281250 Penalty: 3926.374756
	Iteration 11Q: 3 clusters Score -299724.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -299751.375000 Penalty: 3926.374756
	Iteration 12Q: 3 clusters Score -299751.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -299768.000000 Penalty: 3926.374756
	Iteration 13Q: 3 clusters Score -299768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -299781.000000 Penalty: 3926.374756
	Iteration 14Q: 3 clusters Score -299781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -299795.625000 Penalty: 3926.374756
	Iteration 15Q: 3 clusters Score -299795.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -299814.687500 Penalty: 3926.374756
	Iteration 16Q: 3 clusters Score -299814.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -299835.000000 Penalty: 3926.374756
	Iteration 17Q: 3 clusters Score -299835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -299859.531250 Penalty: 3926.374756
	Iteration 18Q: 3 clusters Score -299859.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -299887.687500 Penalty: 3926.374756
	Iteration 19Q: 3 clusters Score -299887.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -299934.625000 Penalty: 3926.374756
	Iteration 20F: 3 clusters Score -299934.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -299985.468750 Penalty: 3926.374756
	Iteration 21Q: 3 clusters Score -299985.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -300047.625000 Penalty: 3926.374756
	Iteration 22Q: 3 clusters Score -300047.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -300145.781250 Penalty: 3926.374756
	Iteration 23Q: 3 clusters Score -300145.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -300256.031250 Penalty: 3926.374756
	Iteration 24Q: 3 clusters Score -300256 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -300340.562500 Penalty: 3926.374756
	Iteration 25Q: 3 clusters Score -300340.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -300419.156250 Penalty: 3926.374756
	Iteration 26Q: 3 clusters Score -300419.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -300494.281250 Penalty: 3926.374756
	Iteration 27Q: 3 clusters Score -300494.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -300557.343750 Penalty: 3926.374756
	Iteration 28Q: 3 clusters Score -300557.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -300618.906250 Penalty: 3926.374756
	Iteration 29Q: 3 clusters Score -300618.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -300685.687500 Penalty: 3926.374756
	Iteration 30Q: 3 clusters Score -300685.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -300764.218750 Penalty: 3926.374756
	Iteration 31Q: 3 clusters Score -300764.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -300846.500000 Penalty: 3926.374756
	Iteration 32Q: 3 clusters Score -300846.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -300918.906250 Penalty: 3926.374756
	Iteration 33Q: 3 clusters Score -300918.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -300961.031250 Penalty: 3926.374756
	Iteration 34Q: 3 clusters Score -300961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -300989.687500 Penalty: 3926.374756
	Iteration 35Q: 3 clusters Score -300989.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -301008.250000 Penalty: 3926.374756
	Iteration 36Q: 3 clusters Score -301008.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -301015.531250 Penalty: 3926.374756
	Iteration 37Q: 3 clusters Score -301015.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -301018.687500 Penalty: 3926.374756
	Iteration 38Q: 3 clusters Score -301018.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -301019.906250 Penalty: 3926.374756
	Iteration 39Q: 3 clusters Score -301019.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -301020.531250 Penalty: 3926.374756
	Iteration 40F: 3 clusters Score -301020.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Entering Unmasked Estep 
Score: -3383223.250000 Penalty: 2555.427002
	Iteration 0F: 2 clusters Score -3383223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -3362882.750000 Penalty: 5110.854004
	Iteration 0F: 3 clusters Score -3362883 nChanged 13377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3370157.750000 Penalty: 5110.854004
	Iteration 1F: 3 clusters Score -3370158 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3370599.500000 Penalty: 5110.854004
	Iteration 2Q: 3 clusters Score -3370600 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3370919.750000 Penalty: 5110.854004
	Iteration 3Q: 3 clusters Score -3370920 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3371242.000000 Penalty: 5110.854004
	Iteration 4Q: 3 clusters Score -3371242 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3371538.750000 Penalty: 5110.854004
	Iteration 5Q: 3 clusters Score -3371539 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3371928.500000 Penalty: 5110.854004
	Iteration 6Q: 3 clusters Score -3371928 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3372456.750000 Penalty: 5110.854004
	Iteration 7Q: 3 clusters Score -3372457 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -3373146.000000 Penalty: 5110.854004
	Iteration 8Q: 3 clusters Score -3373146 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -3374034.750000 Penalty: 5110.854004
	Iteration 9Q: 3 clusters Score -3374035 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -3375179.000000 Penalty: 5110.854004
	Iteration 10F: 3 clusters Score -3375179 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3376341.500000 Penalty: 5110.854004
	Iteration 11F: 3 clusters Score -3376342 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -3377435.000000 Penalty: 5110.854004
	Iteration 12F: 3 clusters Score -3377435 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -3378228.250000 Penalty: 5110.854004
	Iteration 13Q: 3 clusters Score -3378228 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -3378690.250000 Penalty: 5110.854004
	Iteration 14Q: 3 clusters Score -3378690 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -3379015.500000 Penalty: 5110.854004
	Iteration 15Q: 3 clusters Score -3379016 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3379228.250000 Penalty: 5110.854004
	Iteration 16Q: 3 clusters Score -3379228 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -3379433.750000 Penalty: 5110.854004
	Iteration 17Q: 3 clusters Score -3379434 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3379625.250000 Penalty: 5110.854004
	Iteration 18Q: 3 clusters Score -3379625 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3379806.250000 Penalty: 5110.854004
	Iteration 19Q: 3 clusters Score -3379806 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3379952.250000 Penalty: 5110.854004
	Iteration 20F: 3 clusters Score -3379952 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3380079.750000 Penalty: 5110.854004
	Iteration 21Q: 3 clusters Score -3380080 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3380188.250000 Penalty: 5110.854004
	Iteration 22Q: 3 clusters Score -3380188 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3380289.500000 Penalty: 5110.854004
	Iteration 23Q: 3 clusters Score -3380290 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3380372.000000 Penalty: 5110.854004
	Iteration 24Q: 3 clusters Score -3380372 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3380446.500000 Penalty: 5110.854004
	Iteration 25Q: 3 clusters Score -3380446 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3380509.750000 Penalty: 5110.854004
	Iteration 26Q: 3 clusters Score -3380510 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -3380550.750000 Penalty: 5110.854004
	Iteration 27Q: 3 clusters Score -3380551 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3380597.750000 Penalty: 5110.854004
	Iteration 28Q: 3 clusters Score -3380598 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3380666.500000 Penalty: 5110.854004
	Iteration 29Q: 3 clusters Score -3380666 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3380711.000000 Penalty: 5110.854004
	Iteration 30Q: 3 clusters Score -3380711 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3380754.250000 Penalty: 5110.854004
	Iteration 31Q: 3 clusters Score -3380754 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -3380789.500000 Penalty: 5110.854004
	Iteration 32Q: 3 clusters Score -3380790 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3380846.500000 Penalty: 5110.854004
	Iteration 33Q: 3 clusters Score -3380846 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -3380890.750000 Penalty: 5110.854004
	Iteration 34Q: 3 clusters Score -3380891 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3380910.500000 Penalty: 5110.854004
	Iteration 35Q: 3 clusters Score -3380910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3380923.000000 Penalty: 5110.854004
	Iteration 36Q: 3 clusters Score -3380923 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -3380937.500000 Penalty: 5110.854004
	Iteration 37Q: 3 clusters Score -3380938 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -3380951.000000 Penalty: 5110.854004
	Iteration 38Q: 3 clusters Score -3380951 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3380967.750000 Penalty: 5110.854004
	Iteration 39Q: 3 clusters Score -3380968 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -3380994.250000 Penalty: 5110.854004
	Iteration 40F: 3 clusters Score -3380994 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3381003.250000 Penalty: 5110.854004
	Iteration 41Q: 3 clusters Score -3381003 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3381012.250000 Penalty: 5110.854004
	Iteration 42Q: 3 clusters Score -3381012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -3381024.750000 Penalty: 5110.854004
	Iteration 43Q: 3 clusters Score -3381025 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -3381043.000000 Penalty: 5110.854004
	Iteration 44Q: 3 clusters Score -3381043 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -3381056.500000 Penalty: 5110.854004
	Iteration 45Q: 3 clusters Score -3381056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -3381058.750000 Penalty: 5110.854004
	Iteration 46Q: 3 clusters Score -3381059 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -3381056.250000 Penalty: 5110.854004
	Iteration 47Q: 3 clusters Score -3381056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3381068.750000 Penalty: 5110.854004
	Iteration 48Q: 3 clusters Score -3381069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -3381078.250000 Penalty: 5110.854004
	Iteration 49Q: 3 clusters Score -3381078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -3381092.000000 Penalty: 5110.854004
	Iteration 50Q: 3 clusters Score -3381092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -3381096.500000 Penalty: 5110.854004
	Iteration 51Q: 3 clusters Score -3381096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3381094.250000 Penalty: 5110.854004
	Iteration 52Q: 3 clusters Score -3381094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -3381101.250000 Penalty: 5110.854004
	Iteration 53Q: 3 clusters Score -3381101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3381103.500000 Penalty: 5110.854004
	Iteration 54Q: 3 clusters Score -3381104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3381110.750000 Penalty: 5110.854004
	Iteration 55Q: 3 clusters Score -3381111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3381115.250000 Penalty: 5110.854004
	Iteration 56Q: 3 clusters Score -3381115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3381109.000000 Penalty: 5110.854004
	Iteration 57Q: 3 clusters Score -3381109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3381114.500000 Penalty: 5110.854004
	Iteration 58Q: 3 clusters Score -3381114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3381121.250000 Penalty: 5110.854004
	Iteration 59Q: 3 clusters Score -3381121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3381128.750000 Penalty: 5110.854004
	Iteration 60F: 3 clusters Score -3381129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -3381139.250000 Penalty: 5110.854004
	Iteration 61Q: 3 clusters Score -3381139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3381146.750000 Penalty: 5110.854004
	Iteration 62Q: 3 clusters Score -3381147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -3381144.250000 Penalty: 5110.854004
	Iteration 63Q: 3 clusters Score -3381144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -3381149.250000 Penalty: 5110.854004
	Iteration 64Q: 3 clusters Score -3381149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3381146.500000 Penalty: 5110.854004
	Iteration 65Q: 3 clusters Score -3381146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -3381151.250000 Penalty: 5110.854004
	Iteration 66Q: 3 clusters Score -3381151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3381154.750000 Penalty: 5110.854004
	Iteration 67Q: 3 clusters Score -3381155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3381159.000000 Penalty: 5110.854004
	Iteration 68Q: 3 clusters Score -3381159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3381166.750000 Penalty: 5110.854004
	Iteration 69Q: 3 clusters Score -3381167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3381170.500000 Penalty: 5110.854004
	Iteration 70Q: 3 clusters Score -3381170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -3381176.250000 Penalty: 5110.854004
	Iteration 71Q: 3 clusters Score -3381176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -3381178.250000 Penalty: 5110.854004
	Iteration 72Q: 3 clusters Score -3381178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -3381187.250000 Penalty: 5110.854004
	Iteration 73Q: 3 clusters Score -3381187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -3381188.500000 Penalty: 5110.854004
	Iteration 74Q: 3 clusters Score -3381188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -3381183.750000 Penalty: 5110.854004
	Iteration 75Q: 3 clusters Score -3381184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -3381189.500000 Penalty: 5110.854004
	Iteration 76Q: 3 clusters Score -3381190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -3381190.000000 Penalty: 5110.854004
	Iteration 77Q: 3 clusters Score -3381190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -3381191.000000 Penalty: 5110.854004
	Iteration 78Q: 3 clusters Score -3381191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -3381199.500000 Penalty: 5110.854004
	Iteration 79Q: 3 clusters Score -3381200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3381202.250000 Penalty: 5110.854004
	Iteration 80F: 3 clusters Score -3381202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3381205.750000 Penalty: 5110.854004
	Iteration 81Q: 3 clusters Score -3381206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -3381202.750000 Penalty: 5110.854004
	Iteration 82Q: 3 clusters Score -3381203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -3381211.000000 Penalty: 5110.854004
	Iteration 83Q: 3 clusters Score -3381211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -3381211.000000 Penalty: 5110.854004
	Iteration 84Q: 3 clusters Score -3381211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -3381209.750000 Penalty: 5110.854004
	Iteration 85Q: 3 clusters Score -3381210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3381214.000000 Penalty: 5110.854004
	Iteration 86Q: 3 clusters Score -3381214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3381217.000000 Penalty: 5110.854004
	Iteration 87Q: 3 clusters Score -3381217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -3381223.500000 Penalty: 5110.854004
	Iteration 88Q: 3 clusters Score -3381224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3381239.750000 Penalty: 5110.854004
	Iteration 89Q: 3 clusters Score -3381240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -3381235.500000 Penalty: 5110.854004
	Iteration 90Q: 3 clusters Score -3381236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -3381240.000000 Penalty: 5110.854004
	Iteration 91Q: 3 clusters Score -3381240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -3381238.500000 Penalty: 5110.854004
	Iteration 92Q: 3 clusters Score -3381238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -3381237.250000 Penalty: 5110.854004
	Iteration 93Q: 3 clusters Score -3381237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3381242.250000 Penalty: 5110.854004
	Iteration 94Q: 3 clusters Score -3381242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -3381251.500000 Penalty: 5110.854004
	Iteration 95Q: 3 clusters Score -3381252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -3381255.250000 Penalty: 5110.854004
	Iteration 96Q: 3 clusters Score -3381255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3381261.500000 Penalty: 5110.854004
	Iteration 97Q: 3 clusters Score -3381262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3381256.500000 Penalty: 5110.854004
	Iteration 98Q: 3 clusters Score -3381256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -3381264.500000 Penalty: 5110.854004
	Iteration 99Q: 3 clusters Score -3381264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -3381265.000000 Penalty: 5110.854004
	Iteration 100F: 3 clusters Score -3381265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -3381271.500000 Penalty: 5110.854004
	Iteration 101Q: 3 clusters Score -3381272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -3381284.750000 Penalty: 5110.854004
	Iteration 102Q: 3 clusters Score -3381285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3381292.750000 Penalty: 5110.854004
	Iteration 103Q: 3 clusters Score -3381293 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -3381298.750000 Penalty: 5110.854004
	Iteration 104Q: 3 clusters Score -3381299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3381305.250000 Penalty: 5110.854004
	Iteration 105Q: 3 clusters Score -3381305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -3381305.250000 Penalty: 5110.854004
	Iteration 106Q: 3 clusters Score -3381305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -3381313.750000 Penalty: 5110.854004
	Iteration 107Q: 3 clusters Score -3381314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -3381305.750000 Penalty: 5110.854004
	Iteration 108Q: 3 clusters Score -3381306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3381309.000000 Penalty: 5110.854004
	Iteration 109Q: 3 clusters Score -3381309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -3381307.750000 Penalty: 5110.854004
	Iteration 110Q: 3 clusters Score -3381308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -3381311.500000 Penalty: 5110.854004
	Iteration 111Q: 3 clusters Score -3381312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -3381313.750000 Penalty: 5110.854004
	Iteration 112Q: 3 clusters Score -3381314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3381315.750000 Penalty: 5110.854004
	Iteration 113Q: 3 clusters Score -3381316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -3381318.500000 Penalty: 5110.854004
	Iteration 114Q: 3 clusters Score -3381318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -3381320.750000 Penalty: 5110.854004
	Iteration 115Q: 3 clusters Score -3381321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3381319.500000 Penalty: 5110.854004
	Iteration 116Q: 3 clusters Score -3381320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -3381318.500000 Penalty: 5110.854004
	Iteration 117Q: 3 clusters Score -3381318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -3381322.250000 Penalty: 5110.854004
	Iteration 118Q: 3 clusters Score -3381322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -3381321.500000 Penalty: 5110.854004
	Iteration 119Q: 3 clusters Score -3381322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -3381323.750000 Penalty: 5110.854004
	Iteration 120F: 3 clusters Score -3381324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -3381322.250000 Penalty: 5110.854004
	Iteration 121Q: 3 clusters Score -3381322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -3381319.250000 Penalty: 5110.854004
	Iteration 122Q: 3 clusters Score -3381319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -3381318.250000 Penalty: 5110.854004
	Iteration 123Q: 3 clusters Score -3381318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -3381321.000000 Penalty: 5110.854004
	Iteration 124Q: 3 clusters Score -3381321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3381326.750000 Penalty: 5110.854004
	Iteration 125Q: 3 clusters Score -3381327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -3381327.750000 Penalty: 5110.854004
	Iteration 126Q: 3 clusters Score -3381328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3381329.500000 Penalty: 5110.854004
	Iteration 127Q: 3 clusters Score -3381330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3381329.500000 Penalty: 5110.854004
	Iteration 128Q: 3 clusters Score -3381330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3381329.500000 Penalty: 5110.854004
	Iteration 129F: 3 clusters Score -3381330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (319228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319228 members 
Entering Unmasked Estep 
Score: -35283128.000000 Penalty: 3143.067871
	Iteration 0F: 2 clusters Score -3.528313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159535 members 
Mstep: Class 2 contains 159693 members 
Entering Unmasked Estep 
Score: -35099600.000000 Penalty: 6286.135742
	Iteration 0F: 3 clusters Score -3.50996e+07 nChanged 155171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158600 members 
Mstep: Class 2 contains 160628 members 
Entering Unmasked Estep 
Score: -35191532.000000 Penalty: 6286.135742
	Iteration 1F: 3 clusters Score -3.519153e+07 nChanged 7238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158548 members 
Mstep: Class 2 contains 160680 members 
Entering Unmasked Estep 
Score: -35192656.000000 Penalty: 6286.135742
	Iteration 2Q: 3 clusters Score -3.519266e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158547 members 
Mstep: Class 2 contains 160681 members 
Entering Unmasked Estep 
Score: -35194080.000000 Penalty: 6286.135742
	Iteration 3Q: 3 clusters Score -3.519408e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158558 members 
Mstep: Class 2 contains 160670 members 
Entering Unmasked Estep 
Score: -35195832.000000 Penalty: 6286.135742
	Iteration 4Q: 3 clusters Score -3.519583e+07 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158480 members 
Mstep: Class 2 contains 160748 members 
Entering Unmasked Estep 
Score: -35198200.000000 Penalty: 6286.135742
	Iteration 5Q: 3 clusters Score -3.51982e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158314 members 
Mstep: Class 2 contains 160914 members 
Entering Unmasked Estep 
Score: -35201532.000000 Penalty: 6286.135742
	Iteration 6Q: 3 clusters Score -3.520153e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158220 members 
Mstep: Class 2 contains 161008 members 
Entering Unmasked Estep 
Score: -35207324.000000 Penalty: 6286.135742
	Iteration 7Q: 3 clusters Score -3.520732e+07 nChanged 15582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158406 members 
Mstep: Class 2 contains 160822 members 
Entering Unmasked Estep 
Score: -35215808.000000 Penalty: 6286.135742
	Iteration 8Q: 3 clusters Score -3.521581e+07 nChanged 18411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 159857 members 
Entering Unmasked Estep 
Score: -35227528.000000 Penalty: 6286.135742
	Iteration 9F: 3 clusters Score -3.522753e+07 nChanged 20130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161007 members 
Mstep: Class 2 contains 158221 members 
Entering Unmasked Estep 
Score: -35241780.000000 Penalty: 6286.135742
	Iteration 10F: 3 clusters Score -3.524178e+07 nChanged 17941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162976 members 
Mstep: Class 2 contains 156252 members 
Entering Unmasked Estep 
Score: -35250764.000000 Penalty: 6286.135742
	Iteration 11F: 3 clusters Score -3.525076e+07 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164936 members 
Mstep: Class 2 contains 154292 members 
Entering Unmasked Estep 
Score: -35253384.000000 Penalty: 6286.135742
	Iteration 12Q: 3 clusters Score -3.525338e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166831 members 
Mstep: Class 2 contains 152397 members 
Entering Unmasked Estep 
Score: -35254548.000000 Penalty: 6286.135742
	Iteration 13Q: 3 clusters Score -3.525455e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168872 members 
Mstep: Class 2 contains 150356 members 
Entering Unmasked Estep 
Score: -35254876.000000 Penalty: 6286.135742
	Iteration 14Q: 3 clusters Score -3.525488e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170888 members 
Mstep: Class 2 contains 148340 members 
Entering Unmasked Estep 
Score: -35255080.000000 Penalty: 6286.135742
	Iteration 15Q: 3 clusters Score -3.525508e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173002 members 
Mstep: Class 2 contains 146226 members 
Entering Unmasked Estep 
Score: -35255236.000000 Penalty: 6286.135742
	Iteration 16Q: 3 clusters Score -3.525524e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175203 members 
Mstep: Class 2 contains 144025 members 
Entering Unmasked Estep 
Score: -35255384.000000 Penalty: 6286.135742
	Iteration 17Q: 3 clusters Score -3.525538e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177574 members 
Mstep: Class 2 contains 141654 members 
Entering Unmasked Estep 
Score: -35255796.000000 Penalty: 6286.135742
	Iteration 18Q: 3 clusters Score -3.52558e+07 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180164 members 
Mstep: Class 2 contains 139064 members 
Entering Unmasked Estep 
Score: -35256040.000000 Penalty: 6286.135742
	Iteration 19Q: 3 clusters Score -3.525604e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183019 members 
Mstep: Class 2 contains 136209 members 
Entering Unmasked Estep 
Score: -35256312.000000 Penalty: 6286.135742
	Iteration 20F: 3 clusters Score -3.525631e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186122 members 
Mstep: Class 2 contains 133106 members 
Entering Unmasked Estep 
Score: -35256656.000000 Penalty: 6286.135742
	Iteration 21Q: 3 clusters Score -3.525666e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189452 members 
Mstep: Class 2 contains 129776 members 
Entering Unmasked Estep 
Score: -35256908.000000 Penalty: 6286.135742
	Iteration 22Q: 3 clusters Score -3.525691e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192977 members 
Mstep: Class 2 contains 126251 members 
Entering Unmasked Estep 
Score: -35257316.000000 Penalty: 6286.135742
	Iteration 23Q: 3 clusters Score -3.525732e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196777 members 
Mstep: Class 2 contains 122451 members 
Entering Unmasked Estep 
Score: -35257664.000000 Penalty: 6286.135742
	Iteration 24Q: 3 clusters Score -3.525766e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200858 members 
Mstep: Class 2 contains 118370 members 
Entering Unmasked Estep 
Score: -35258248.000000 Penalty: 6286.135742
	Iteration 25Q: 3 clusters Score -3.525825e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205293 members 
Mstep: Class 2 contains 113935 members 
Entering Unmasked Estep 
Score: -35258872.000000 Penalty: 6286.135742
	Iteration 26Q: 3 clusters Score -3.525887e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209975 members 
Mstep: Class 2 contains 109253 members 
Entering Unmasked Estep 
Score: -35259628.000000 Penalty: 6286.135742
	Iteration 27Q: 3 clusters Score -3.525963e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215082 members 
Mstep: Class 2 contains 104146 members 
Entering Unmasked Estep 
Score: -35260664.000000 Penalty: 6286.135742
	Iteration 28Q: 3 clusters Score -3.526066e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220469 members 
Mstep: Class 2 contains 98759 members 
Entering Unmasked Estep 
Score: -35261560.000000 Penalty: 6286.135742
	Iteration 29Q: 3 clusters Score -3.526156e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226114 members 
Mstep: Class 2 contains 93114 members 
Entering Unmasked Estep 
Score: -35262492.000000 Penalty: 6286.135742
	Iteration 30Q: 3 clusters Score -3.526249e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231952 members 
Mstep: Class 2 contains 87276 members 
Entering Unmasked Estep 
Score: -35263740.000000 Penalty: 6286.135742
	Iteration 31Q: 3 clusters Score -3.526374e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237975 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -35265296.000000 Penalty: 6286.135742
	Iteration 32Q: 3 clusters Score -3.52653e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244125 members 
Mstep: Class 2 contains 75103 members 
Entering Unmasked Estep 
Score: -35267116.000000 Penalty: 6286.135742
	Iteration 33Q: 3 clusters Score -3.526712e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250493 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -35268876.000000 Penalty: 6286.135742
	Iteration 34Q: 3 clusters Score -3.526888e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256887 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -35270792.000000 Penalty: 6286.135742
	Iteration 35Q: 3 clusters Score -3.527079e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263331 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -35273036.000000 Penalty: 6286.135742
	Iteration 36Q: 3 clusters Score -3.527304e+07 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269606 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -35275560.000000 Penalty: 6286.135742
	Iteration 37Q: 3 clusters Score -3.527556e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275697 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -35277972.000000 Penalty: 6286.135742
	Iteration 38Q: 3 clusters Score -3.527797e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281465 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -35280556.000000 Penalty: 6286.135742
	Iteration 39Q: 3 clusters Score -3.528056e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286854 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -35283820.000000 Penalty: 6286.135742
	Iteration 40F: 3 clusters Score -3.528382e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292343 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -35285860.000000 Penalty: 6286.135742
	Iteration 41Q: 3 clusters Score -3.528586e+07 nChanged 5350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297693 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -35287252.000000 Penalty: 6286.135742
	Iteration 42Q: 3 clusters Score -3.528725e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303178 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -35288552.000000 Penalty: 6286.135742
	Iteration 43Q: 3 clusters Score -3.528855e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308793 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -35287412.000000 Penalty: 6286.135742
	Iteration 44Q: 3 clusters Score -3.528741e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313456 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -35285100.000000 Penalty: 6286.135742
	Iteration 45Q: 3 clusters Score -3.52851e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316470 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -35282864.000000 Penalty: 6286.135742
	Iteration 46Q: 3 clusters Score -3.528286e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317902 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -35281596.000000 Penalty: 6286.135742
	Iteration 47Q: 3 clusters Score -3.52816e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318489 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -35281036.000000 Penalty: 6286.135742
	Iteration 48Q: 3 clusters Score -3.528104e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318726 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -35280816.000000 Penalty: 6286.135742
	Iteration 49Q: 3 clusters Score -3.528082e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318838 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -35280776.000000 Penalty: 6286.135742
	Iteration 50Q: 3 clusters Score -3.528078e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318886 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -35280752.000000 Penalty: 6286.135742
	Iteration 51Q: 3 clusters Score -3.528075e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318912 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -35280772.000000 Penalty: 6286.135742
	Iteration 52Q: 3 clusters Score -3.528077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318928 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -35280760.000000 Penalty: 6286.135742
	Iteration 53Q: 3 clusters Score -3.528076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318939 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35280760.000000 Penalty: 6286.135742
	Iteration 54Q: 3 clusters Score -3.528076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318947 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35280732.000000 Penalty: 6286.135742
	Iteration 55Q: 3 clusters Score -3.528073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318954 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35280748.000000 Penalty: 6286.135742
	Iteration 56Q: 3 clusters Score -3.528075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318959 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35280732.000000 Penalty: 6286.135742
	Iteration 57Q: 3 clusters Score -3.528073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318959 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35280740.000000 Penalty: 6286.135742
	Iteration 58Q: 3 clusters Score -3.528074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318960 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35280756.000000 Penalty: 6286.135742
	Iteration 59Q: 3 clusters Score -3.528076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318960 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -35280756.000000 Penalty: 6286.135742
	Iteration 60F: 3 clusters Score -3.528076e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Entering Unmasked Estep 
Score: -541334.687500 Penalty: 2099.072998
	Iteration 0F: 2 clusters Score -541334.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -536984.125000 Penalty: 4198.145996
	Iteration 0F: 3 clusters Score -536984.1 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -537932.875000 Penalty: 4198.145996
	Iteration 1F: 3 clusters Score -537932.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -538131.750000 Penalty: 4198.145996
	Iteration 2F: 3 clusters Score -538131.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -538244.937500 Penalty: 4198.145996
	Iteration 3Q: 3 clusters Score -538244.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -538322.500000 Penalty: 4198.145996
	Iteration 4Q: 3 clusters Score -538322.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -538382.125000 Penalty: 4198.145996
	Iteration 5Q: 3 clusters Score -538382.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -538435.250000 Penalty: 4198.145996
	Iteration 6Q: 3 clusters Score -538435.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -538477.625000 Penalty: 4198.145996
	Iteration 7Q: 3 clusters Score -538477.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -538511.625000 Penalty: 4198.145996
	Iteration 8Q: 3 clusters Score -538511.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -538553.437500 Penalty: 4198.145996
	Iteration 9Q: 3 clusters Score -538553.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -538594.500000 Penalty: 4198.145996
	Iteration 10Q: 3 clusters Score -538594.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -538634.312500 Penalty: 4198.145996
	Iteration 11Q: 3 clusters Score -538634.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -538671.187500 Penalty: 4198.145996
	Iteration 12Q: 3 clusters Score -538671.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -538707.312500 Penalty: 4198.145996
	Iteration 13Q: 3 clusters Score -538707.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -538747.437500 Penalty: 4198.145996
	Iteration 14Q: 3 clusters Score -538747.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -538782.625000 Penalty: 4198.145996
	Iteration 15Q: 3 clusters Score -538782.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -538823.875000 Penalty: 4198.145996
	Iteration 16Q: 3 clusters Score -538823.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -538866.250000 Penalty: 4198.145996
	Iteration 17Q: 3 clusters Score -538866.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -538912.000000 Penalty: 4198.145996
	Iteration 18Q: 3 clusters Score -538912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -538953.687500 Penalty: 4198.145996
	Iteration 19Q: 3 clusters Score -538953.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -538988.625000 Penalty: 4198.145996
	Iteration 20F: 3 clusters Score -538988.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -539022.500000 Penalty: 4198.145996
	Iteration 21Q: 3 clusters Score -539022.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -539056.937500 Penalty: 4198.145996
	Iteration 22Q: 3 clusters Score -539056.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -539097.062500 Penalty: 4198.145996
	Iteration 23Q: 3 clusters Score -539097.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -539124.750000 Penalty: 4198.145996
	Iteration 24Q: 3 clusters Score -539124.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -539147.750000 Penalty: 4198.145996
	Iteration 25Q: 3 clusters Score -539147.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -539168.250000 Penalty: 4198.145996
	Iteration 26Q: 3 clusters Score -539168.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -539184.375000 Penalty: 4198.145996
	Iteration 27Q: 3 clusters Score -539184.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -539205.687500 Penalty: 4198.145996
	Iteration 28Q: 3 clusters Score -539205.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -539220.312500 Penalty: 4198.145996
	Iteration 29Q: 3 clusters Score -539220.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -539232.000000 Penalty: 4198.145996
	Iteration 30Q: 3 clusters Score -539232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -539246.437500 Penalty: 4198.145996
	Iteration 31Q: 3 clusters Score -539246.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -539266.687500 Penalty: 4198.145996
	Iteration 32Q: 3 clusters Score -539266.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -539286.312500 Penalty: 4198.145996
	Iteration 33Q: 3 clusters Score -539286.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -539297.500000 Penalty: 4198.145996
	Iteration 34Q: 3 clusters Score -539297.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -539305.875000 Penalty: 4198.145996
	Iteration 35Q: 3 clusters Score -539305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -539308.312500 Penalty: 4198.145996
	Iteration 36Q: 3 clusters Score -539308.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -539313.750000 Penalty: 4198.145996
	Iteration 37Q: 3 clusters Score -539313.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -539323.750000 Penalty: 4198.145996
	Iteration 38Q: 3 clusters Score -539323.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -539332.937500 Penalty: 4198.145996
	Iteration 39Q: 3 clusters Score -539332.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -539342.562500 Penalty: 4198.145996
	Iteration 40F: 3 clusters Score -539342.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -539345.500000 Penalty: 4198.145996
	Iteration 41Q: 3 clusters Score -539345.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -539348.750000 Penalty: 4198.145996
	Iteration 42Q: 3 clusters Score -539348.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -539352.062500 Penalty: 4198.145996
	Iteration 43Q: 3 clusters Score -539352.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -539354.375000 Penalty: 4198.145996
	Iteration 44Q: 3 clusters Score -539354.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -539355.687500 Penalty: 4198.145996
	Iteration 45Q: 3 clusters Score -539355.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -539356.687500 Penalty: 4198.145996
	Iteration 46Q: 3 clusters Score -539356.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -539357.125000 Penalty: 4198.145996
	Iteration 47Q: 3 clusters Score -539357.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -539359.437500 Penalty: 4198.145996
	Iteration 48Q: 3 clusters Score -539359.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -539361.375000 Penalty: 4198.145996
	Iteration 49Q: 3 clusters Score -539361.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -539362.312500 Penalty: 4198.145996
	Iteration 50Q: 3 clusters Score -539362.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -539364.375000 Penalty: 4198.145996
	Iteration 51Q: 3 clusters Score -539364.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -539365.875000 Penalty: 4198.145996
	Iteration 52Q: 3 clusters Score -539365.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -539367.625000 Penalty: 4198.145996
	Iteration 53Q: 3 clusters Score -539367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -539367.875000 Penalty: 4198.145996
	Iteration 54Q: 3 clusters Score -539367.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -539367.875000 Penalty: 4198.145996
	Iteration 55F: 3 clusters Score -539367.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Entering Unmasked Estep 
Score: -2379388.000000 Penalty: 2467.324951
	Iteration 0F: 2 clusters Score -2379388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2364779.500000 Penalty: 4934.649902
	Iteration 0F: 3 clusters Score -2364780 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2369694.500000 Penalty: 4934.649902
	Iteration 1F: 3 clusters Score -2369694 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2370187.250000 Penalty: 4934.649902
	Iteration 2F: 3 clusters Score -2370187 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2370736.750000 Penalty: 4934.649902
	Iteration 3F: 3 clusters Score -2370737 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2371380.250000 Penalty: 4934.649902
	Iteration 4F: 3 clusters Score -2371380 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2372141.500000 Penalty: 4934.649902
	Iteration 5F: 3 clusters Score -2372142 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2373035.000000 Penalty: 4934.649902
	Iteration 6F: 3 clusters Score -2373035 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2374051.750000 Penalty: 4934.649902
	Iteration 7F: 3 clusters Score -2374052 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2375027.250000 Penalty: 4934.649902
	Iteration 8F: 3 clusters Score -2375027 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2375840.750000 Penalty: 4934.649902
	Iteration 9Q: 3 clusters Score -2375841 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2376412.750000 Penalty: 4934.649902
	Iteration 10Q: 3 clusters Score -2376413 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2376749.000000 Penalty: 4934.649902
	Iteration 11Q: 3 clusters Score -2376749 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2376933.250000 Penalty: 4934.649902
	Iteration 12Q: 3 clusters Score -2376933 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2377046.000000 Penalty: 4934.649902
	Iteration 13Q: 3 clusters Score -2377046 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2377107.000000 Penalty: 4934.649902
	Iteration 14Q: 3 clusters Score -2377107 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2377138.750000 Penalty: 4934.649902
	Iteration 15Q: 3 clusters Score -2377139 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2377169.500000 Penalty: 4934.649902
	Iteration 16Q: 3 clusters Score -2377170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2377188.000000 Penalty: 4934.649902
	Iteration 17Q: 3 clusters Score -2377188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2377211.500000 Penalty: 4934.649902
	Iteration 18Q: 3 clusters Score -2377212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2377226.000000 Penalty: 4934.649902
	Iteration 19Q: 3 clusters Score -2377226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2377238.750000 Penalty: 4934.649902
	Iteration 20F: 3 clusters Score -2377239 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2377246.000000 Penalty: 4934.649902
	Iteration 21Q: 3 clusters Score -2377246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2377248.000000 Penalty: 4934.649902
	Iteration 22Q: 3 clusters Score -2377248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2377248.250000 Penalty: 4934.649902
	Iteration 23Q: 3 clusters Score -2377248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2377248.000000 Penalty: 4934.649902
	Iteration 24Q: 3 clusters Score -2377248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2377248.000000 Penalty: 4934.649902
	Iteration 25Q: 3 clusters Score -2377248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2377252.750000 Penalty: 4934.649902
	Iteration 26Q: 3 clusters Score -2377253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2377255.000000 Penalty: 4934.649902
	Iteration 27Q: 3 clusters Score -2377255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2377256.000000 Penalty: 4934.649902
	Iteration 28Q: 3 clusters Score -2377256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2377256.500000 Penalty: 4934.649902
	Iteration 29Q: 3 clusters Score -2377256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2377261.000000 Penalty: 4934.649902
	Iteration 30Q: 3 clusters Score -2377261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2377259.500000 Penalty: 4934.649902
	Iteration 31Q: 3 clusters Score -2377260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2377264.000000 Penalty: 4934.649902
	Iteration 32Q: 3 clusters Score -2377264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2377268.500000 Penalty: 4934.649902
	Iteration 33Q: 3 clusters Score -2377268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2377276.500000 Penalty: 4934.649902
	Iteration 34Q: 3 clusters Score -2377276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2377276.500000 Penalty: 4934.649902
	Iteration 35Q: 3 clusters Score -2377276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2377284.000000 Penalty: 4934.649902
	Iteration 36Q: 3 clusters Score -2377284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2377285.500000 Penalty: 4934.649902
	Iteration 37Q: 3 clusters Score -2377286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2377289.750000 Penalty: 4934.649902
	Iteration 38Q: 3 clusters Score -2377290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2377300.000000 Penalty: 4934.649902
	Iteration 39Q: 3 clusters Score -2377300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2377306.000000 Penalty: 4934.649902
	Iteration 40F: 3 clusters Score -2377306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2377313.250000 Penalty: 4934.649902
	Iteration 41Q: 3 clusters Score -2377313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2377314.000000 Penalty: 4934.649902
	Iteration 42Q: 3 clusters Score -2377314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2377315.500000 Penalty: 4934.649902
	Iteration 43Q: 3 clusters Score -2377316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2377315.250000 Penalty: 4934.649902
	Iteration 44Q: 3 clusters Score -2377315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2377319.500000 Penalty: 4934.649902
	Iteration 45Q: 3 clusters Score -2377320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2377317.000000 Penalty: 4934.649902
	Iteration 46Q: 3 clusters Score -2377317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2377320.750000 Penalty: 4934.649902
	Iteration 47Q: 3 clusters Score -2377321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2377321.250000 Penalty: 4934.649902
	Iteration 48Q: 3 clusters Score -2377321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2377318.750000 Penalty: 4934.649902
	Iteration 49Q: 3 clusters Score -2377319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2377318.000000 Penalty: 4934.649902
	Iteration 50Q: 3 clusters Score -2377318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2377318.250000 Penalty: 4934.649902
	Iteration 51Q: 3 clusters Score -2377318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2377318.500000 Penalty: 4934.649902
	Iteration 52Q: 3 clusters Score -2377318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2377318.500000 Penalty: 4934.649902
	Iteration 53F: 3 clusters Score -2377318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -29338.046875 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -29338.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28041.783203 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -28041.78 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -28258.037109 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -28258.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28298.576172 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -28298.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -28316.851562 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -28316.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28331.083984 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -28331.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28338.083984 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -28338.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28343.572266 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -28343.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -28346.359375 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -28346.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28353.314453 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -28353.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28353.314453 Penalty: 2906.950195
	Iteration 9F: 3 clusters Score -28353.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29157 members 
Mstep: Class 3 contains 29252 members 
Mstep: Class 4 contains 3792 members 
Mstep: Class 5 contains 7835 members 
Mstep: Class 6 contains 8541 members 
Mstep: Class 7 contains 84621 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109479 members 
Mstep: Class 11 contains 42291 members 
Mstep: Class 13 contains 34280 members 
Mstep: Class 14 contains 159788 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29856 members 
Mstep: Class 18 contains 319228 members 
Mstep: Class 19 contains 4741 members 
Mstep: Class 20 contains 20929 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014728.000000 Penalty: 68007.921875
Iteration 239Q: 21 clusters Score -9.801473e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 29254 members 
Mstep: Class 4 contains 3792 members 
Mstep: Class 5 contains 7835 members 
Mstep: Class 6 contains 8541 members 
Mstep: Class 7 contains 84616 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109514 members 
Mstep: Class 11 contains 42298 members 
Mstep: Class 13 contains 34271 members 
Mstep: Class 14 contains 159795 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29853 members 
Mstep: Class 18 contains 319250 members 
Mstep: Class 19 contains 4683 members 
Mstep: Class 20 contains 20930 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014704.000000 Penalty: 68007.921875
Iteration 240F: 21 clusters Score -9.80147e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29155 members 
Mstep: Class 3 contains 29251 members 
Mstep: Class 4 contains 3791 members 
Mstep: Class 5 contains 7836 members 
Mstep: Class 6 contains 8541 members 
Mstep: Class 7 contains 84614 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109535 members 
Mstep: Class 11 contains 42307 members 
Mstep: Class 13 contains 34265 members 
Mstep: Class 14 contains 159807 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 29852 members 
Mstep: Class 18 contains 319266 members 
Mstep: Class 19 contains 4640 members 
Mstep: Class 20 contains 20930 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014680.000000 Penalty: 68007.921875
Iteration 241Q: 21 clusters Score -9.801468e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29157 members 
Mstep: Class 3 contains 29252 members 
Mstep: Class 4 contains 3789 members 
Mstep: Class 5 contains 7836 members 
Mstep: Class 6 contains 8541 members 
Mstep: Class 7 contains 84611 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109557 members 
Mstep: Class 11 contains 42315 members 
Mstep: Class 13 contains 34261 members 
Mstep: Class 14 contains 159817 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29850 members 
Mstep: Class 18 contains 319267 members 
Mstep: Class 19 contains 4608 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014784.000000 Penalty: 68007.921875
Iteration 242Q: 21 clusters Score -9.801478e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 29253 members 
Mstep: Class 4 contains 3787 members 
Mstep: Class 5 contains 7838 members 
Mstep: Class 6 contains 8541 members 
Mstep: Class 7 contains 84609 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109582 members 
Mstep: Class 11 contains 42323 members 
Mstep: Class 13 contains 34258 members 
Mstep: Class 14 contains 159830 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29850 members 
Mstep: Class 18 contains 319238 members 
Mstep: Class 19 contains 4594 members 
Mstep: Class 20 contains 20930 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014872.000000 Penalty: 68007.921875
Iteration 243Q: 21 clusters Score -9.801487e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 29253 members 
Mstep: Class 4 contains 3788 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8541 members 
Mstep: Class 7 contains 84607 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109598 members 
Mstep: Class 11 contains 42330 members 
Mstep: Class 13 contains 34248 members 
Mstep: Class 14 contains 159852 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29849 members 
Mstep: Class 18 contains 319224 members 
Mstep: Class 19 contains 4573 members 
Mstep: Class 20 contains 20931 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014856.000000 Penalty: 68007.921875
Iteration 244Q: 21 clusters Score -9.801486e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 29252 members 
Mstep: Class 4 contains 3786 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84604 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109616 members 
Mstep: Class 11 contains 42335 members 
Mstep: Class 13 contains 34242 members 
Mstep: Class 14 contains 159876 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29843 members 
Mstep: Class 18 contains 319220 members 
Mstep: Class 19 contains 4546 members 
Mstep: Class 20 contains 20930 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014984.000000 Penalty: 68007.921875
Iteration 245Q: 21 clusters Score -9.801498e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29157 members 
Mstep: Class 3 contains 29251 members 
Mstep: Class 4 contains 3784 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84599 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109645 members 
Mstep: Class 11 contains 42340 members 
Mstep: Class 13 contains 34232 members 
Mstep: Class 14 contains 159889 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29838 members 
Mstep: Class 18 contains 319227 members 
Mstep: Class 19 contains 4518 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014992.000000 Penalty: 68007.921875
Iteration 246Q: 21 clusters Score -9.801499e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29159 members 
Mstep: Class 3 contains 29254 members 
Mstep: Class 4 contains 3782 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84596 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109683 members 
Mstep: Class 11 contains 42345 members 
Mstep: Class 13 contains 34226 members 
Mstep: Class 14 contains 159881 members 
Mstep: Class 15 contains 9266 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29839 members 
Mstep: Class 18 contains 319225 members 
Mstep: Class 19 contains 4487 members 
Mstep: Class 20 contains 20929 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015040.000000 Penalty: 68007.921875
Iteration 247Q: 21 clusters Score -9.801504e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29161 members 
Mstep: Class 3 contains 29256 members 
Mstep: Class 4 contains 3781 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84598 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109719 members 
Mstep: Class 11 contains 42350 members 
Mstep: Class 13 contains 34218 members 
Mstep: Class 14 contains 159877 members 
Mstep: Class 15 contains 9266 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29841 members 
Mstep: Class 18 contains 319197 members 
Mstep: Class 19 contains 4477 members 
Mstep: Class 20 contains 20931 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98014936.000000 Penalty: 68007.921875
Iteration 248Q: 21 clusters Score -9.801494e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29160 members 
Mstep: Class 3 contains 29258 members 
Mstep: Class 4 contains 3780 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84594 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109742 members 
Mstep: Class 11 contains 42353 members 
Mstep: Class 13 contains 34213 members 
Mstep: Class 14 contains 159884 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29842 members 
Mstep: Class 18 contains 319188 members 
Mstep: Class 19 contains 4462 members 
Mstep: Class 20 contains 20931 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015056.000000 Penalty: 68007.921875
Iteration 249Q: 21 clusters Score -9.801506e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 29155 members 
Mstep: Class 3 contains 29261 members 
Mstep: Class 4 contains 3779 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84589 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109768 members 
Mstep: Class 11 contains 42359 members 
Mstep: Class 13 contains 34215 members 
Mstep: Class 14 contains 159877 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29845 members 
Mstep: Class 18 contains 319176 members 
Mstep: Class 19 contains 4452 members 
Mstep: Class 20 contains 20931 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015088.000000 Penalty: 68007.921875
Iteration 250Q: 21 clusters Score -9.801509e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 29155 members 
Mstep: Class 3 contains 29262 members 
Mstep: Class 4 contains 3779 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84582 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109788 members 
Mstep: Class 11 contains 42361 members 
Mstep: Class 13 contains 34212 members 
Mstep: Class 14 contains 159878 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29842 members 
Mstep: Class 18 contains 319174 members 
Mstep: Class 19 contains 4444 members 
Mstep: Class 20 contains 20931 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015056.000000 Penalty: 68007.921875
Iteration 251Q: 21 clusters Score -9.801506e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 29259 members 
Mstep: Class 4 contains 3777 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84581 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109806 members 
Mstep: Class 11 contains 42362 members 
Mstep: Class 13 contains 34208 members 
Mstep: Class 14 contains 159882 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29841 members 
Mstep: Class 18 contains 319175 members 
Mstep: Class 19 contains 4426 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015072.000000 Penalty: 68007.921875
Iteration 252Q: 21 clusters Score -9.801507e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 29155 members 
Mstep: Class 3 contains 29258 members 
Mstep: Class 4 contains 3775 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84582 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109826 members 
Mstep: Class 11 contains 42364 members 
Mstep: Class 13 contains 34204 members 
Mstep: Class 14 contains 159882 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29842 members 
Mstep: Class 18 contains 319176 members 
Mstep: Class 19 contains 4410 members 
Mstep: Class 20 contains 20932 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015056.000000 Penalty: 68007.921875
Iteration 253Q: 21 clusters Score -9.801506e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29154 members 
Mstep: Class 3 contains 29258 members 
Mstep: Class 4 contains 3773 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109860 members 
Mstep: Class 11 contains 42368 members 
Mstep: Class 13 contains 34205 members 
Mstep: Class 14 contains 159884 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29839 members 
Mstep: Class 18 contains 319177 members 
Mstep: Class 19 contains 4375 members 
Mstep: Class 20 contains 20934 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015016.000000 Penalty: 68007.921875
Iteration 254Q: 21 clusters Score -9.801502e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29154 members 
Mstep: Class 3 contains 29257 members 
Mstep: Class 4 contains 3773 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84578 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109888 members 
Mstep: Class 11 contains 42369 members 
Mstep: Class 13 contains 34200 members 
Mstep: Class 14 contains 159879 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29838 members 
Mstep: Class 18 contains 319185 members 
Mstep: Class 19 contains 4356 members 
Mstep: Class 20 contains 20929 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015208.000000 Penalty: 68007.921875
Iteration 255Q: 21 clusters Score -9.801521e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 29257 members 
Mstep: Class 4 contains 3773 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84574 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109905 members 
Mstep: Class 11 contains 42373 members 
Mstep: Class 13 contains 34200 members 
Mstep: Class 14 contains 159881 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29836 members 
Mstep: Class 18 contains 319174 members 
Mstep: Class 19 contains 4350 members 
Mstep: Class 20 contains 20927 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015200.000000 Penalty: 68007.921875
Iteration 256Q: 21 clusters Score -9.80152e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 29257 members 
Mstep: Class 4 contains 3772 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84569 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109929 members 
Mstep: Class 11 contains 42378 members 
Mstep: Class 13 contains 34195 members 
Mstep: Class 14 contains 159875 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29833 members 
Mstep: Class 18 contains 319169 members 
Mstep: Class 19 contains 4349 members 
Mstep: Class 20 contains 20925 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015256.000000 Penalty: 68007.921875
Iteration 257Q: 21 clusters Score -9.801526e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29155 members 
Mstep: Class 3 contains 29258 members 
Mstep: Class 4 contains 3769 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84566 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109946 members 
Mstep: Class 11 contains 42382 members 
Mstep: Class 13 contains 34191 members 
Mstep: Class 14 contains 159866 members 
Mstep: Class 15 contains 9266 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29829 members 
Mstep: Class 18 contains 319164 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 20924 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015144.000000 Penalty: 68007.921875
Iteration 258Q: 21 clusters Score -9.801514e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29155 members 
Mstep: Class 3 contains 29257 members 
Mstep: Class 4 contains 3768 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84567 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109949 members 
Mstep: Class 11 contains 42388 members 
Mstep: Class 13 contains 34191 members 
Mstep: Class 14 contains 159866 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29825 members 
Mstep: Class 18 contains 319163 members 
Mstep: Class 19 contains 4355 members 
Mstep: Class 20 contains 20923 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015152.000000 Penalty: 68007.921875
Iteration 259Q: 21 clusters Score -9.801515e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 29257 members 
Mstep: Class 4 contains 3767 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84568 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109955 members 
Mstep: Class 11 contains 42391 members 
Mstep: Class 13 contains 34189 members 
Mstep: Class 14 contains 159866 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29824 members 
Mstep: Class 18 contains 319162 members 
Mstep: Class 19 contains 4351 members 
Mstep: Class 20 contains 20921 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015160.000000 Penalty: 68007.921875
Iteration 260F: 21 clusters Score -9.801516e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 29257 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84568 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109965 members 
Mstep: Class 11 contains 42394 members 
Mstep: Class 13 contains 34187 members 
Mstep: Class 14 contains 159860 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 319172 members 
Mstep: Class 19 contains 4343 members 
Mstep: Class 20 contains 20918 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015224.000000 Penalty: 68007.921875
Iteration 261Q: 21 clusters Score -9.801522e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 29259 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84568 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109968 members 
Mstep: Class 11 contains 42396 members 
Mstep: Class 13 contains 34186 members 
Mstep: Class 14 contains 159855 members 
Mstep: Class 15 contains 9266 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29821 members 
Mstep: Class 18 contains 319177 members 
Mstep: Class 19 contains 4339 members 
Mstep: Class 20 contains 20918 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015184.000000 Penalty: 68007.921875
Iteration 262Q: 21 clusters Score -9.801518e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29157 members 
Mstep: Class 3 contains 29259 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84570 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109974 members 
Mstep: Class 11 contains 42398 members 
Mstep: Class 13 contains 34183 members 
Mstep: Class 14 contains 159847 members 
Mstep: Class 15 contains 9266 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 319181 members 
Mstep: Class 19 contains 4335 members 
Mstep: Class 20 contains 20917 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015064.000000 Penalty: 68007.921875
Iteration 263Q: 21 clusters Score -9.801506e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84568 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109972 members 
Mstep: Class 11 contains 42401 members 
Mstep: Class 13 contains 34184 members 
Mstep: Class 14 contains 159848 members 
Mstep: Class 15 contains 9266 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 319186 members 
Mstep: Class 19 contains 4327 members 
Mstep: Class 20 contains 20917 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015096.000000 Penalty: 68007.921875
Iteration 264Q: 21 clusters Score -9.80151e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84566 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109976 members 
Mstep: Class 11 contains 42402 members 
Mstep: Class 13 contains 34186 members 
Mstep: Class 14 contains 159846 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29823 members 
Mstep: Class 18 contains 319188 members 
Mstep: Class 19 contains 4319 members 
Mstep: Class 20 contains 20918 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015136.000000 Penalty: 68007.921875
Iteration 265Q: 21 clusters Score -9.801514e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84564 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109979 members 
Mstep: Class 11 contains 42404 members 
Mstep: Class 13 contains 34185 members 
Mstep: Class 14 contains 159848 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29821 members 
Mstep: Class 18 contains 319188 members 
Mstep: Class 19 contains 4316 members 
Mstep: Class 20 contains 20919 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015112.000000 Penalty: 68007.921875
Iteration 266Q: 21 clusters Score -9.801511e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84563 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109978 members 
Mstep: Class 11 contains 42404 members 
Mstep: Class 13 contains 34185 members 
Mstep: Class 14 contains 159844 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29821 members 
Mstep: Class 18 contains 319193 members 
Mstep: Class 19 contains 4317 members 
Mstep: Class 20 contains 20919 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015056.000000 Penalty: 68007.921875
Iteration 267Q: 21 clusters Score -9.801506e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29159 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7839 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84565 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109975 members 
Mstep: Class 11 contains 42404 members 
Mstep: Class 13 contains 34184 members 
Mstep: Class 14 contains 159843 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29821 members 
Mstep: Class 18 contains 319200 members 
Mstep: Class 19 contains 4313 members 
Mstep: Class 20 contains 20919 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015072.000000 Penalty: 68007.921875
Iteration 268Q: 21 clusters Score -9.801507e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29159 members 
Mstep: Class 3 contains 29259 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7840 members 
Mstep: Class 6 contains 8541 members 
Mstep: Class 7 contains 84566 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109965 members 
Mstep: Class 11 contains 42404 members 
Mstep: Class 13 contains 34183 members 
Mstep: Class 14 contains 159843 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 319204 members 
Mstep: Class 19 contains 4319 members 
Mstep: Class 20 contains 20918 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015080.000000 Penalty: 68007.921875
Iteration 269Q: 21 clusters Score -9.801508e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 29259 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7841 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84566 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109966 members 
Mstep: Class 11 contains 42406 members 
Mstep: Class 13 contains 34181 members 
Mstep: Class 14 contains 159844 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 319205 members 
Mstep: Class 19 contains 4317 members 
Mstep: Class 20 contains 20918 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015112.000000 Penalty: 68007.921875
Iteration 270Q: 21 clusters Score -9.801511e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29155 members 
Mstep: Class 3 contains 29259 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84566 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109963 members 
Mstep: Class 11 contains 42408 members 
Mstep: Class 13 contains 34181 members 
Mstep: Class 14 contains 159843 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29820 members 
Mstep: Class 18 contains 319210 members 
Mstep: Class 19 contains 4315 members 
Mstep: Class 20 contains 20918 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015136.000000 Penalty: 68007.921875
Iteration 271Q: 21 clusters Score -9.801514e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 29258 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8543 members 
Mstep: Class 7 contains 84566 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109958 members 
Mstep: Class 11 contains 42411 members 
Mstep: Class 13 contains 34182 members 
Mstep: Class 14 contains 159840 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29821 members 
Mstep: Class 18 contains 319206 members 
Mstep: Class 19 contains 4321 members 
Mstep: Class 20 contains 20917 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015224.000000 Penalty: 68007.921875
Iteration 272Q: 21 clusters Score -9.801522e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29157 members 
Mstep: Class 3 contains 29256 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8544 members 
Mstep: Class 7 contains 84565 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109965 members 
Mstep: Class 11 contains 42412 members 
Mstep: Class 13 contains 34184 members 
Mstep: Class 14 contains 159834 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29821 members 
Mstep: Class 18 contains 319214 members 
Mstep: Class 19 contains 4310 members 
Mstep: Class 20 contains 20917 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015216.000000 Penalty: 68007.921875
Iteration 273Q: 21 clusters Score -9.801522e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29157 members 
Mstep: Class 3 contains 29256 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8544 members 
Mstep: Class 7 contains 84564 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109973 members 
Mstep: Class 11 contains 42413 members 
Mstep: Class 13 contains 34184 members 
Mstep: Class 14 contains 159834 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29821 members 
Mstep: Class 18 contains 319218 members 
Mstep: Class 19 contains 4298 members 
Mstep: Class 20 contains 20917 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015184.000000 Penalty: 68007.921875
Iteration 274Q: 21 clusters Score -9.801518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 29257 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8543 members 
Mstep: Class 7 contains 84565 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109974 members 
Mstep: Class 11 contains 42413 members 
Mstep: Class 13 contains 34184 members 
Mstep: Class 14 contains 159837 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29820 members 
Mstep: Class 18 contains 319226 members 
Mstep: Class 19 contains 4287 members 
Mstep: Class 20 contains 20917 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015176.000000 Penalty: 68007.921875
Iteration 275Q: 21 clusters Score -9.801518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 29257 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84566 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109976 members 
Mstep: Class 11 contains 42414 members 
Mstep: Class 13 contains 34184 members 
Mstep: Class 14 contains 159841 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29820 members 
Mstep: Class 18 contains 319221 members 
Mstep: Class 19 contains 4283 members 
Mstep: Class 20 contains 20917 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015200.000000 Penalty: 68007.921875
Iteration 276Q: 21 clusters Score -9.80152e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29159 members 
Mstep: Class 3 contains 29257 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84567 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109976 members 
Mstep: Class 11 contains 42414 members 
Mstep: Class 13 contains 34185 members 
Mstep: Class 14 contains 159843 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 319215 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 20917 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015320.000000 Penalty: 68007.921875
Iteration 277Q: 21 clusters Score -9.801532e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84567 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109975 members 
Mstep: Class 11 contains 42414 members 
Mstep: Class 13 contains 34186 members 
Mstep: Class 14 contains 159844 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29823 members 
Mstep: Class 18 contains 319216 members 
Mstep: Class 19 contains 4276 members 
Mstep: Class 20 contains 20918 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015248.000000 Penalty: 68007.921875
Iteration 278Q: 21 clusters Score -9.801525e+07 nChanged 43
Entering ConstructFrom: 
Score: -98015248.000000 Penalty: 68007.921875
Entering ConstructFrom: 
Trying to split cluster 1 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -146203.390625 Penalty: 1811.019165
	Iteration 0F: 2 clusters Score -146203.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -144138.234375 Penalty: 3622.038330
	Iteration 0F: 3 clusters Score -144138.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -144908.718750 Penalty: 3622.038330
	Iteration 1F: 3 clusters Score -144908.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -145391.343750 Penalty: 3622.038330
	Iteration 2F: 3 clusters Score -145391.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -145775.687500 Penalty: 3622.038330
	Iteration 3F: 3 clusters Score -145775.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -146107.500000 Penalty: 3622.038330
	Iteration 4F: 3 clusters Score -146107.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -146335.671875 Penalty: 3622.038330
	Iteration 5F: 3 clusters Score -146335.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -146456.593750 Penalty: 3622.038330
	Iteration 6Q: 3 clusters Score -146456.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -146565.781250 Penalty: 3622.038330
	Iteration 7Q: 3 clusters Score -146565.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -146596.781250 Penalty: 3622.038330
	Iteration 8Q: 3 clusters Score -146596.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -146609.343750 Penalty: 3622.038330
	Iteration 9Q: 3 clusters Score -146609.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -146611.484375 Penalty: 3622.038330
	Iteration 10Q: 3 clusters Score -146611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -146612.546875 Penalty: 3622.038330
	Iteration 11Q: 3 clusters Score -146612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -146613.421875 Penalty: 3622.038330
	Iteration 12Q: 3 clusters Score -146613.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -146614.812500 Penalty: 3622.038330
	Iteration 13Q: 3 clusters Score -146614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -146614.812500 Penalty: 3622.038330
	Iteration 14F: 3 clusters Score -146614.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84566 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109972 members 
Mstep: Class 11 contains 42414 members 
Mstep: Class 12 contains 495 members 
Mstep: Class 13 contains 34184 members 
Mstep: Class 14 contains 159851 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 319215 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 20918 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98014384.000000 Penalty: 71408.312500
Splitting cluster 1 changes total score from -98015248.000000 to -98014384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (29158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Entering Unmasked Estep 
Score: -3059462.000000 Penalty: 2549.560059
	Iteration 0F: 2 clusters Score -3059462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3039493.250000 Penalty: 5099.120117
	Iteration 0F: 3 clusters Score -3039493 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -3046583.750000 Penalty: 5099.120117
	Iteration 1F: 3 clusters Score -3046584 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3047048.250000 Penalty: 5099.120117
	Iteration 2Q: 3 clusters Score -3047048 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3047443.250000 Penalty: 5099.120117
	Iteration 3Q: 3 clusters Score -3047443 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3047774.500000 Penalty: 5099.120117
	Iteration 4Q: 3 clusters Score -3047774 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3048074.000000 Penalty: 5099.120117
	Iteration 5Q: 3 clusters Score -3048074 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3048388.250000 Penalty: 5099.120117
	Iteration 6Q: 3 clusters Score -3048388 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3048713.500000 Penalty: 5099.120117
	Iteration 7Q: 3 clusters Score -3048714 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3049066.000000 Penalty: 5099.120117
	Iteration 8Q: 3 clusters Score -3049066 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3049510.000000 Penalty: 5099.120117
	Iteration 9Q: 3 clusters Score -3049510 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -3050042.500000 Penalty: 5099.120117
	Iteration 10Q: 3 clusters Score -3050042 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3050662.500000 Penalty: 5099.120117
	Iteration 11Q: 3 clusters Score -3050662 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3051352.750000 Penalty: 5099.120117
	Iteration 12Q: 3 clusters Score -3051353 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3052142.000000 Penalty: 5099.120117
	Iteration 13Q: 3 clusters Score -3052142 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3052918.750000 Penalty: 5099.120117
	Iteration 14Q: 3 clusters Score -3052919 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -3053550.000000 Penalty: 5099.120117
	Iteration 15Q: 3 clusters Score -3053550 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3054011.500000 Penalty: 5099.120117
	Iteration 16Q: 3 clusters Score -3054012 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3054316.000000 Penalty: 5099.120117
	Iteration 17Q: 3 clusters Score -3054316 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -3054556.000000 Penalty: 5099.120117
	Iteration 18Q: 3 clusters Score -3054556 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3054756.000000 Penalty: 5099.120117
	Iteration 19Q: 3 clusters Score -3054756 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -3054941.000000 Penalty: 5099.120117
	Iteration 20F: 3 clusters Score -3054941 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3055112.750000 Penalty: 5099.120117
	Iteration 21Q: 3 clusters Score -3055113 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -3055294.000000 Penalty: 5099.120117
	Iteration 22Q: 3 clusters Score -3055294 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3055455.000000 Penalty: 5099.120117
	Iteration 23Q: 3 clusters Score -3055455 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -3055627.250000 Penalty: 5099.120117
	Iteration 24Q: 3 clusters Score -3055627 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -3055755.250000 Penalty: 5099.120117
	Iteration 25Q: 3 clusters Score -3055755 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3055904.250000 Penalty: 5099.120117
	Iteration 26Q: 3 clusters Score -3055904 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3056022.750000 Penalty: 5099.120117
	Iteration 27Q: 3 clusters Score -3056023 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3056150.250000 Penalty: 5099.120117
	Iteration 28Q: 3 clusters Score -3056150 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3056287.500000 Penalty: 5099.120117
	Iteration 29Q: 3 clusters Score -3056288 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3056424.500000 Penalty: 5099.120117
	Iteration 30Q: 3 clusters Score -3056424 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3056573.750000 Penalty: 5099.120117
	Iteration 31Q: 3 clusters Score -3056574 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -3056698.000000 Penalty: 5099.120117
	Iteration 32Q: 3 clusters Score -3056698 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3056827.000000 Penalty: 5099.120117
	Iteration 33Q: 3 clusters Score -3056827 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3056963.750000 Penalty: 5099.120117
	Iteration 34Q: 3 clusters Score -3056964 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3057116.250000 Penalty: 5099.120117
	Iteration 35Q: 3 clusters Score -3057116 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3057235.000000 Penalty: 5099.120117
	Iteration 36Q: 3 clusters Score -3057235 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3057333.000000 Penalty: 5099.120117
	Iteration 37Q: 3 clusters Score -3057333 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3057399.250000 Penalty: 5099.120117
	Iteration 38Q: 3 clusters Score -3057399 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3057455.750000 Penalty: 5099.120117
	Iteration 39Q: 3 clusters Score -3057456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3057510.500000 Penalty: 5099.120117
	Iteration 40F: 3 clusters Score -3057510 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3057544.000000 Penalty: 5099.120117
	Iteration 41Q: 3 clusters Score -3057544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3057582.000000 Penalty: 5099.120117
	Iteration 42Q: 3 clusters Score -3057582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3057625.750000 Penalty: 5099.120117
	Iteration 43Q: 3 clusters Score -3057626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3057659.750000 Penalty: 5099.120117
	Iteration 44Q: 3 clusters Score -3057660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3057679.000000 Penalty: 5099.120117
	Iteration 45Q: 3 clusters Score -3057679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3057697.250000 Penalty: 5099.120117
	Iteration 46Q: 3 clusters Score -3057697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3057702.250000 Penalty: 5099.120117
	Iteration 47Q: 3 clusters Score -3057702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3057707.000000 Penalty: 5099.120117
	Iteration 48Q: 3 clusters Score -3057707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3057717.750000 Penalty: 5099.120117
	Iteration 49Q: 3 clusters Score -3057718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3057717.250000 Penalty: 5099.120117
	Iteration 50Q: 3 clusters Score -3057717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3057723.500000 Penalty: 5099.120117
	Iteration 51Q: 3 clusters Score -3057724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3057728.250000 Penalty: 5099.120117
	Iteration 52Q: 3 clusters Score -3057728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3057729.500000 Penalty: 5099.120117
	Iteration 53Q: 3 clusters Score -3057730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3057737.250000 Penalty: 5099.120117
	Iteration 54Q: 3 clusters Score -3057737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3057739.500000 Penalty: 5099.120117
	Iteration 55Q: 3 clusters Score -3057740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3057741.500000 Penalty: 5099.120117
	Iteration 56Q: 3 clusters Score -3057742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3057741.500000 Penalty: 5099.120117
	Iteration 57F: 3 clusters Score -3057742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Entering Unmasked Estep 
Score: -3276422.500000 Penalty: 2550.426270
	Iteration 0F: 2 clusters Score -3276422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -3256362.500000 Penalty: 5100.852539
	Iteration 0F: 3 clusters Score -3256362 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3263742.250000 Penalty: 5100.852539
	Iteration 1F: 3 clusters Score -3263742 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3264564.250000 Penalty: 5100.852539
	Iteration 2F: 3 clusters Score -3264564 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3265806.750000 Penalty: 5100.852539
	Iteration 3F: 3 clusters Score -3265807 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3267486.750000 Penalty: 5100.852539
	Iteration 4F: 3 clusters Score -3267487 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3269379.750000 Penalty: 5100.852539
	Iteration 5F: 3 clusters Score -3269380 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -3271302.500000 Penalty: 5100.852539
	Iteration 6F: 3 clusters Score -3271302 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3273043.250000 Penalty: 5100.852539
	Iteration 7F: 3 clusters Score -3273043 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -3274436.750000 Penalty: 5100.852539
	Iteration 8F: 3 clusters Score -3274437 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3275499.750000 Penalty: 5100.852539
	Iteration 9Q: 3 clusters Score -3275500 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3276142.250000 Penalty: 5100.852539
	Iteration 10Q: 3 clusters Score -3276142 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -3276403.750000 Penalty: 5100.852539
	Iteration 11Q: 3 clusters Score -3276404 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3276497.000000 Penalty: 5100.852539
	Iteration 12Q: 3 clusters Score -3276497 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3276536.500000 Penalty: 5100.852539
	Iteration 13Q: 3 clusters Score -3276536 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -3276548.500000 Penalty: 5100.852539
	Iteration 14Q: 3 clusters Score -3276548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -3276557.250000 Penalty: 5100.852539
	Iteration 15Q: 3 clusters Score -3276557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -3276551.500000 Penalty: 5100.852539
	Iteration 16Q: 3 clusters Score -3276552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -3276559.000000 Penalty: 5100.852539
	Iteration 17Q: 3 clusters Score -3276559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -3276561.000000 Penalty: 5100.852539
	Iteration 18Q: 3 clusters Score -3276561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -3276558.250000 Penalty: 5100.852539
	Iteration 19Q: 3 clusters Score -3276558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3276567.000000 Penalty: 5100.852539
	Iteration 20F: 3 clusters Score -3276567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3276564.500000 Penalty: 5100.852539
	Iteration 21Q: 3 clusters Score -3276564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -3276565.250000 Penalty: 5100.852539
	Iteration 22Q: 3 clusters Score -3276565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -3276563.500000 Penalty: 5100.852539
	Iteration 23Q: 3 clusters Score -3276564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -3276567.000000 Penalty: 5100.852539
	Iteration 24Q: 3 clusters Score -3276567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -3276570.750000 Penalty: 5100.852539
	Iteration 25Q: 3 clusters Score -3276571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3276575.750000 Penalty: 5100.852539
	Iteration 26Q: 3 clusters Score -3276576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3276576.500000 Penalty: 5100.852539
	Iteration 27Q: 3 clusters Score -3276576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -3276575.750000 Penalty: 5100.852539
	Iteration 28Q: 3 clusters Score -3276576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3276578.500000 Penalty: 5100.852539
	Iteration 29Q: 3 clusters Score -3276578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -3276574.250000 Penalty: 5100.852539
	Iteration 30Q: 3 clusters Score -3276574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3276573.000000 Penalty: 5100.852539
	Iteration 31Q: 3 clusters Score -3276573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3276572.250000 Penalty: 5100.852539
	Iteration 32Q: 3 clusters Score -3276572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3276576.500000 Penalty: 5100.852539
	Iteration 33Q: 3 clusters Score -3276576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3276576.750000 Penalty: 5100.852539
	Iteration 34Q: 3 clusters Score -3276577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -3276576.750000 Penalty: 5100.852539
	Iteration 35Q: 3 clusters Score -3276577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -3276584.000000 Penalty: 5100.852539
	Iteration 36Q: 3 clusters Score -3276584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -3276585.750000 Penalty: 5100.852539
	Iteration 37Q: 3 clusters Score -3276586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3276586.250000 Penalty: 5100.852539
	Iteration 38Q: 3 clusters Score -3276586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -3276584.500000 Penalty: 5100.852539
	Iteration 39Q: 3 clusters Score -3276584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -3276580.750000 Penalty: 5100.852539
	Iteration 40F: 3 clusters Score -3276581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3276581.000000 Penalty: 5100.852539
	Iteration 41Q: 3 clusters Score -3276581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3276585.250000 Penalty: 5100.852539
	Iteration 42Q: 3 clusters Score -3276585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -3276589.250000 Penalty: 5100.852539
	Iteration 43Q: 3 clusters Score -3276589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3276585.750000 Penalty: 5100.852539
	Iteration 44Q: 3 clusters Score -3276586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3276585.750000 Penalty: 5100.852539
	Iteration 45F: 3 clusters Score -3276586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 23856 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84566 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109972 members 
Mstep: Class 11 contains 42414 members 
Mstep: Class 12 contains 5404 members 
Mstep: Class 13 contains 34184 members 
Mstep: Class 14 contains 159851 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 319215 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 20918 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98014800.000000 Penalty: 71408.312500
Splitting cluster 3 changes total score from -98015248.000000 to -98014800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Entering Unmasked Estep 
Score: -397075.968750 Penalty: 2041.908813
	Iteration 0F: 2 clusters Score -397076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -393356.375000 Penalty: 4083.817627
	Iteration 0F: 3 clusters Score -393356.4 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -394092.312500 Penalty: 4083.817627
	Iteration 1F: 3 clusters Score -394092.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -394275.437500 Penalty: 4083.817627
	Iteration 2F: 3 clusters Score -394275.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -394376.843750 Penalty: 4083.817627
	Iteration 3Q: 3 clusters Score -394376.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -394453.468750 Penalty: 4083.817627
	Iteration 4Q: 3 clusters Score -394453.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -394520.531250 Penalty: 4083.817627
	Iteration 5Q: 3 clusters Score -394520.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -394577.281250 Penalty: 4083.817627
	Iteration 6Q: 3 clusters Score -394577.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -394622.000000 Penalty: 4083.817627
	Iteration 7Q: 3 clusters Score -394622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -394661.437500 Penalty: 4083.817627
	Iteration 8Q: 3 clusters Score -394661.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -394697.625000 Penalty: 4083.817627
	Iteration 9Q: 3 clusters Score -394697.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -394725.312500 Penalty: 4083.817627
	Iteration 10Q: 3 clusters Score -394725.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -394753.812500 Penalty: 4083.817627
	Iteration 11Q: 3 clusters Score -394753.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -394777.468750 Penalty: 4083.817627
	Iteration 12Q: 3 clusters Score -394777.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -394796.281250 Penalty: 4083.817627
	Iteration 13Q: 3 clusters Score -394796.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -394813.656250 Penalty: 4083.817627
	Iteration 14Q: 3 clusters Score -394813.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -394827.562500 Penalty: 4083.817627
	Iteration 15Q: 3 clusters Score -394827.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -394843.062500 Penalty: 4083.817627
	Iteration 16Q: 3 clusters Score -394843.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -394859.812500 Penalty: 4083.817627
	Iteration 17Q: 3 clusters Score -394859.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -394881.218750 Penalty: 4083.817627
	Iteration 18Q: 3 clusters Score -394881.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -394904.843750 Penalty: 4083.817627
	Iteration 19Q: 3 clusters Score -394904.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -394926.281250 Penalty: 4083.817627
	Iteration 20F: 3 clusters Score -394926.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -394944.312500 Penalty: 4083.817627
	Iteration 21Q: 3 clusters Score -394944.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -394958.062500 Penalty: 4083.817627
	Iteration 22Q: 3 clusters Score -394958.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -394972.968750 Penalty: 4083.817627
	Iteration 23Q: 3 clusters Score -394973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -394987.218750 Penalty: 4083.817627
	Iteration 24Q: 3 clusters Score -394987.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -395000.156250 Penalty: 4083.817627
	Iteration 25Q: 3 clusters Score -395000.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -395018.375000 Penalty: 4083.817627
	Iteration 26Q: 3 clusters Score -395018.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -395032.281250 Penalty: 4083.817627
	Iteration 27Q: 3 clusters Score -395032.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -395053.937500 Penalty: 4083.817627
	Iteration 28Q: 3 clusters Score -395053.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -395086.062500 Penalty: 4083.817627
	Iteration 29Q: 3 clusters Score -395086.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -395126.593750 Penalty: 4083.817627
	Iteration 30Q: 3 clusters Score -395126.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -395180.468750 Penalty: 4083.817627
	Iteration 31Q: 3 clusters Score -395180.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -395262.093750 Penalty: 4083.817627
	Iteration 32Q: 3 clusters Score -395262.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -395339.125000 Penalty: 4083.817627
	Iteration 33Q: 3 clusters Score -395339.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -395406.156250 Penalty: 4083.817627
	Iteration 34Q: 3 clusters Score -395406.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -395441.968750 Penalty: 4083.817627
	Iteration 35Q: 3 clusters Score -395442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -395461.937500 Penalty: 4083.817627
	Iteration 36Q: 3 clusters Score -395461.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -395478.781250 Penalty: 4083.817627
	Iteration 37Q: 3 clusters Score -395478.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -395491.500000 Penalty: 4083.817627
	Iteration 38Q: 3 clusters Score -395491.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -395500.031250 Penalty: 4083.817627
	Iteration 39Q: 3 clusters Score -395500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -395511.031250 Penalty: 4083.817627
	Iteration 40F: 3 clusters Score -395511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -395517.250000 Penalty: 4083.817627
	Iteration 41Q: 3 clusters Score -395517.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -395522.093750 Penalty: 4083.817627
	Iteration 42Q: 3 clusters Score -395522.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -395528.843750 Penalty: 4083.817627
	Iteration 43Q: 3 clusters Score -395528.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -395535.218750 Penalty: 4083.817627
	Iteration 44Q: 3 clusters Score -395535.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -395544.937500 Penalty: 4083.817627
	Iteration 45Q: 3 clusters Score -395544.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -395553.843750 Penalty: 4083.817627
	Iteration 46Q: 3 clusters Score -395553.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -395563.093750 Penalty: 4083.817627
	Iteration 47Q: 3 clusters Score -395563.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -395570.062500 Penalty: 4083.817627
	Iteration 48Q: 3 clusters Score -395570.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -395575.187500 Penalty: 4083.817627
	Iteration 49Q: 3 clusters Score -395575.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -395581.812500 Penalty: 4083.817627
	Iteration 50Q: 3 clusters Score -395581.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -395586.718750 Penalty: 4083.817627
	Iteration 51Q: 3 clusters Score -395586.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -395593.281250 Penalty: 4083.817627
	Iteration 52Q: 3 clusters Score -395593.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -395597.062500 Penalty: 4083.817627
	Iteration 53Q: 3 clusters Score -395597.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -395601.531250 Penalty: 4083.817627
	Iteration 54Q: 3 clusters Score -395601.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -395605.312500 Penalty: 4083.817627
	Iteration 55Q: 3 clusters Score -395605.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -395607.812500 Penalty: 4083.817627
	Iteration 56Q: 3 clusters Score -395607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -395609.062500 Penalty: 4083.817627
	Iteration 57Q: 3 clusters Score -395609.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -395611.312500 Penalty: 4083.817627
	Iteration 58Q: 3 clusters Score -395611.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -395612.531250 Penalty: 4083.817627
	Iteration 59Q: 3 clusters Score -395612.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -395614.062500 Penalty: 4083.817627
	Iteration 60F: 3 clusters Score -395614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -395614.093750 Penalty: 4083.817627
	Iteration 61Q: 3 clusters Score -395614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -395614.093750 Penalty: 4083.817627
	Iteration 62Q: 3 clusters Score -395614.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -395615.437500 Penalty: 4083.817627
	Iteration 63Q: 3 clusters Score -395615.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -395616.343750 Penalty: 4083.817627
	Iteration 64Q: 3 clusters Score -395616.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -395616.343750 Penalty: 4083.817627
	Iteration 65F: 3 clusters Score -395616.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Entering Unmasked Estep 
Score: -750008.062500 Penalty: 2223.941162
	Iteration 0F: 2 clusters Score -750008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -743748.812500 Penalty: 4447.882324
	Iteration 0F: 3 clusters Score -743748.8 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -745699.500000 Penalty: 4447.882324
	Iteration 1F: 3 clusters Score -745699.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -746272.312500 Penalty: 4447.882324
	Iteration 2F: 3 clusters Score -746272.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -747028.312500 Penalty: 4447.882324
	Iteration 3F: 3 clusters Score -747028.3 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -748155.875000 Penalty: 4447.882324
	Iteration 4F: 3 clusters Score -748155.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -749154.000000 Penalty: 4447.882324
	Iteration 5F: 3 clusters Score -749154 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -749757.312500 Penalty: 4447.882324
	Iteration 6F: 3 clusters Score -749757.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -750123.312500 Penalty: 4447.882324
	Iteration 7F: 3 clusters Score -750123.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -750322.062500 Penalty: 4447.882324
	Iteration 8Q: 3 clusters Score -750322.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -750428.375000 Penalty: 4447.882324
	Iteration 9Q: 3 clusters Score -750428.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -750496.687500 Penalty: 4447.882324
	Iteration 10Q: 3 clusters Score -750496.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -750541.125000 Penalty: 4447.882324
	Iteration 11Q: 3 clusters Score -750541.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -750579.687500 Penalty: 4447.882324
	Iteration 12Q: 3 clusters Score -750579.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -750612.250000 Penalty: 4447.882324
	Iteration 13Q: 3 clusters Score -750612.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -750653.375000 Penalty: 4447.882324
	Iteration 14Q: 3 clusters Score -750653.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -750681.312500 Penalty: 4447.882324
	Iteration 15Q: 3 clusters Score -750681.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -750714.812500 Penalty: 4447.882324
	Iteration 16Q: 3 clusters Score -750714.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -750758.937500 Penalty: 4447.882324
	Iteration 17Q: 3 clusters Score -750758.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -750802.250000 Penalty: 4447.882324
	Iteration 18Q: 3 clusters Score -750802.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -750845.000000 Penalty: 4447.882324
	Iteration 19Q: 3 clusters Score -750845 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -750887.375000 Penalty: 4447.882324
	Iteration 20F: 3 clusters Score -750887.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -750938.000000 Penalty: 4447.882324
	Iteration 21Q: 3 clusters Score -750938 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -750977.500000 Penalty: 4447.882324
	Iteration 22Q: 3 clusters Score -750977.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -751007.937500 Penalty: 4447.882324
	Iteration 23Q: 3 clusters Score -751007.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -751037.687500 Penalty: 4447.882324
	Iteration 24Q: 3 clusters Score -751037.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -751061.437500 Penalty: 4447.882324
	Iteration 25Q: 3 clusters Score -751061.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -751094.437500 Penalty: 4447.882324
	Iteration 26Q: 3 clusters Score -751094.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -751137.062500 Penalty: 4447.882324
	Iteration 27Q: 3 clusters Score -751137.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -751175.250000 Penalty: 4447.882324
	Iteration 28Q: 3 clusters Score -751175.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -751199.812500 Penalty: 4447.882324
	Iteration 29Q: 3 clusters Score -751199.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -751218.437500 Penalty: 4447.882324
	Iteration 30Q: 3 clusters Score -751218.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -751232.000000 Penalty: 4447.882324
	Iteration 31Q: 3 clusters Score -751232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -751242.562500 Penalty: 4447.882324
	Iteration 32Q: 3 clusters Score -751242.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -751253.937500 Penalty: 4447.882324
	Iteration 33Q: 3 clusters Score -751253.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -751264.437500 Penalty: 4447.882324
	Iteration 34Q: 3 clusters Score -751264.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -751270.062500 Penalty: 4447.882324
	Iteration 35Q: 3 clusters Score -751270.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -751275.125000 Penalty: 4447.882324
	Iteration 36Q: 3 clusters Score -751275.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -751279.875000 Penalty: 4447.882324
	Iteration 37Q: 3 clusters Score -751279.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -751285.187500 Penalty: 4447.882324
	Iteration 38Q: 3 clusters Score -751285.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -751292.000000 Penalty: 4447.882324
	Iteration 39Q: 3 clusters Score -751292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -751293.937500 Penalty: 4447.882324
	Iteration 40F: 3 clusters Score -751293.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -751299.187500 Penalty: 4447.882324
	Iteration 41Q: 3 clusters Score -751299.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -751298.687500 Penalty: 4447.882324
	Iteration 42Q: 3 clusters Score -751298.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -751299.125000 Penalty: 4447.882324
	Iteration 43Q: 3 clusters Score -751299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -751301.250000 Penalty: 4447.882324
	Iteration 44Q: 3 clusters Score -751301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -751302.062500 Penalty: 4447.882324
	Iteration 45Q: 3 clusters Score -751302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -751302.562500 Penalty: 4447.882324
	Iteration 46Q: 3 clusters Score -751302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -751302.187500 Penalty: 4447.882324
	Iteration 47Q: 3 clusters Score -751302.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -751302.937500 Penalty: 4447.882324
	Iteration 48Q: 3 clusters Score -751302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -751302.437500 Penalty: 4447.882324
	Iteration 49Q: 3 clusters Score -751302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -751302.437500 Penalty: 4447.882324
	Iteration 50F: 3 clusters Score -751302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84566 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109972 members 
Mstep: Class 11 contains 42414 members 
Mstep: Class 12 contains 5428 members 
Mstep: Class 13 contains 34184 members 
Mstep: Class 14 contains 159851 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 319215 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 20918 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98014920.000000 Penalty: 71408.312500
Splitting cluster 5 changes total score from -98015248.000000 to -98014920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Entering Unmasked Estep 
Score: -941086.250000 Penalty: 2245.082031
	Iteration 0F: 2 clusters Score -941086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -934358.375000 Penalty: 4490.164062
	Iteration 0F: 3 clusters Score -934358.4 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -936109.750000 Penalty: 4490.164062
	Iteration 1F: 3 clusters Score -936109.8 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -936362.500000 Penalty: 4490.164062
	Iteration 2F: 3 clusters Score -936362.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -936552.062500 Penalty: 4490.164062
	Iteration 3Q: 3 clusters Score -936552.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -936720.125000 Penalty: 4490.164062
	Iteration 4Q: 3 clusters Score -936720.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -936913.500000 Penalty: 4490.164062
	Iteration 5Q: 3 clusters Score -936913.5 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -937125.812500 Penalty: 4490.164062
	Iteration 6Q: 3 clusters Score -937125.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -937357.500000 Penalty: 4490.164062
	Iteration 7Q: 3 clusters Score -937357.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -937656.062500 Penalty: 4490.164062
	Iteration 8Q: 3 clusters Score -937656.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -938038.562500 Penalty: 4490.164062
	Iteration 9F: 3 clusters Score -938038.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -938368.375000 Penalty: 4490.164062
	Iteration 10Q: 3 clusters Score -938368.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -938629.500000 Penalty: 4490.164062
	Iteration 11Q: 3 clusters Score -938629.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -938842.750000 Penalty: 4490.164062
	Iteration 12Q: 3 clusters Score -938842.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -938983.187500 Penalty: 4490.164062
	Iteration 13Q: 3 clusters Score -938983.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -939096.687500 Penalty: 4490.164062
	Iteration 14Q: 3 clusters Score -939096.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -939163.375000 Penalty: 4490.164062
	Iteration 15Q: 3 clusters Score -939163.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -939212.125000 Penalty: 4490.164062
	Iteration 16Q: 3 clusters Score -939212.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -939242.875000 Penalty: 4490.164062
	Iteration 17Q: 3 clusters Score -939242.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -939262.500000 Penalty: 4490.164062
	Iteration 18Q: 3 clusters Score -939262.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -939278.062500 Penalty: 4490.164062
	Iteration 19Q: 3 clusters Score -939278.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -939295.125000 Penalty: 4490.164062
	Iteration 20F: 3 clusters Score -939295.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -939305.750000 Penalty: 4490.164062
	Iteration 21Q: 3 clusters Score -939305.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -939317.562500 Penalty: 4490.164062
	Iteration 22Q: 3 clusters Score -939317.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -939329.312500 Penalty: 4490.164062
	Iteration 23Q: 3 clusters Score -939329.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -939334.562500 Penalty: 4490.164062
	Iteration 24Q: 3 clusters Score -939334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -939337.562500 Penalty: 4490.164062
	Iteration 25Q: 3 clusters Score -939337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -939338.187500 Penalty: 4490.164062
	Iteration 26Q: 3 clusters Score -939338.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -939339.437500 Penalty: 4490.164062
	Iteration 27Q: 3 clusters Score -939339.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -939339.437500 Penalty: 4490.164062
	Iteration 28F: 3 clusters Score -939339.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (84566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84566 members 
Entering Unmasked Estep 
Score: -9571050.000000 Penalty: 2813.631348
	Iteration 0F: 2 clusters Score -9571050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -9514513.000000 Penalty: 5627.262695
	Iteration 0F: 3 clusters Score -9514513 nChanged 39716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -9537707.000000 Penalty: 5627.262695
	Iteration 1F: 3 clusters Score -9537707 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -9539000.000000 Penalty: 5627.262695
	Iteration 2Q: 3 clusters Score -9539000 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -9540712.000000 Penalty: 5627.262695
	Iteration 3Q: 3 clusters Score -9540712 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -9543069.000000 Penalty: 5627.262695
	Iteration 4F: 3 clusters Score -9543069 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -9546146.000000 Penalty: 5627.262695
	Iteration 5F: 3 clusters Score -9546146 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -9549573.000000 Penalty: 5627.262695
	Iteration 6F: 3 clusters Score -9549573 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -9553216.000000 Penalty: 5627.262695
	Iteration 7F: 3 clusters Score -9553216 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 63387 members 
Entering Unmasked Estep 
Score: -9556605.000000 Penalty: 5627.262695
	Iteration 8F: 3 clusters Score -9556605 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 65973 members 
Entering Unmasked Estep 
Score: -9559106.000000 Penalty: 5627.262695
	Iteration 9Q: 3 clusters Score -9559106 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -9560738.000000 Penalty: 5627.262695
	Iteration 10Q: 3 clusters Score -9560738 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 69828 members 
Entering Unmasked Estep 
Score: -9561855.000000 Penalty: 5627.262695
	Iteration 11Q: 3 clusters Score -9561855 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -9562699.000000 Penalty: 5627.262695
	Iteration 12Q: 3 clusters Score -9562699 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 72927 members 
Entering Unmasked Estep 
Score: -9563442.000000 Penalty: 5627.262695
	Iteration 13Q: 3 clusters Score -9563442 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 74371 members 
Entering Unmasked Estep 
Score: -9564218.000000 Penalty: 5627.262695
	Iteration 14Q: 3 clusters Score -9564218 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 75641 members 
Entering Unmasked Estep 
Score: -9564818.000000 Penalty: 5627.262695
	Iteration 15Q: 3 clusters Score -9564818 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 76781 members 
Entering Unmasked Estep 
Score: -9565436.000000 Penalty: 5627.262695
	Iteration 16Q: 3 clusters Score -9565436 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 77867 members 
Entering Unmasked Estep 
Score: -9566032.000000 Penalty: 5627.262695
	Iteration 17Q: 3 clusters Score -9566032 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 78790 members 
Entering Unmasked Estep 
Score: -9566552.000000 Penalty: 5627.262695
	Iteration 18Q: 3 clusters Score -9566552 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 79605 members 
Entering Unmasked Estep 
Score: -9566967.000000 Penalty: 5627.262695
	Iteration 19Q: 3 clusters Score -9566967 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 80284 members 
Entering Unmasked Estep 
Score: -9567339.000000 Penalty: 5627.262695
	Iteration 20F: 3 clusters Score -9567339 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -9567593.000000 Penalty: 5627.262695
	Iteration 21Q: 3 clusters Score -9567593 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -9567802.000000 Penalty: 5627.262695
	Iteration 22Q: 3 clusters Score -9567802 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 81564 members 
Entering Unmasked Estep 
Score: -9567999.000000 Penalty: 5627.262695
	Iteration 23Q: 3 clusters Score -9567999 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 81866 members 
Entering Unmasked Estep 
Score: -9568155.000000 Penalty: 5627.262695
	Iteration 24Q: 3 clusters Score -9568155 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 82103 members 
Entering Unmasked Estep 
Score: -9568270.000000 Penalty: 5627.262695
	Iteration 25Q: 3 clusters Score -9568270 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -9568351.000000 Penalty: 5627.262695
	Iteration 26Q: 3 clusters Score -9568351 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 82474 members 
Entering Unmasked Estep 
Score: -9568445.000000 Penalty: 5627.262695
	Iteration 27Q: 3 clusters Score -9568445 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 82653 members 
Entering Unmasked Estep 
Score: -9568541.000000 Penalty: 5627.262695
	Iteration 28Q: 3 clusters Score -9568541 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 82805 members 
Entering Unmasked Estep 
Score: -9568632.000000 Penalty: 5627.262695
	Iteration 29Q: 3 clusters Score -9568632 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 82928 members 
Entering Unmasked Estep 
Score: -9568690.000000 Penalty: 5627.262695
	Iteration 30Q: 3 clusters Score -9568690 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -9568731.000000 Penalty: 5627.262695
	Iteration 31Q: 3 clusters Score -9568731 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 83086 members 
Entering Unmasked Estep 
Score: -9568774.000000 Penalty: 5627.262695
	Iteration 32Q: 3 clusters Score -9568774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -9568809.000000 Penalty: 5627.262695
	Iteration 33Q: 3 clusters Score -9568809 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -9568815.000000 Penalty: 5627.262695
	Iteration 34Q: 3 clusters Score -9568815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 83205 members 
Entering Unmasked Estep 
Score: -9568828.000000 Penalty: 5627.262695
	Iteration 35Q: 3 clusters Score -9568828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 83234 members 
Entering Unmasked Estep 
Score: -9568848.000000 Penalty: 5627.262695
	Iteration 36Q: 3 clusters Score -9568848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 83252 members 
Entering Unmasked Estep 
Score: -9568860.000000 Penalty: 5627.262695
	Iteration 37Q: 3 clusters Score -9568860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -9568871.000000 Penalty: 5627.262695
	Iteration 38Q: 3 clusters Score -9568871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 83281 members 
Entering Unmasked Estep 
Score: -9568870.000000 Penalty: 5627.262695
	Iteration 39Q: 3 clusters Score -9568870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 83291 members 
Entering Unmasked Estep 
Score: -9568869.000000 Penalty: 5627.262695
	Iteration 40F: 3 clusters Score -9568869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 83300 members 
Entering Unmasked Estep 
Score: -9568881.000000 Penalty: 5627.262695
	Iteration 41Q: 3 clusters Score -9568881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -9568882.000000 Penalty: 5627.262695
	Iteration 42Q: 3 clusters Score -9568882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 83317 members 
Entering Unmasked Estep 
Score: -9568892.000000 Penalty: 5627.262695
	Iteration 43Q: 3 clusters Score -9568892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -9568895.000000 Penalty: 5627.262695
	Iteration 44Q: 3 clusters Score -9568895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 83326 members 
Entering Unmasked Estep 
Score: -9568893.000000 Penalty: 5627.262695
	Iteration 45Q: 3 clusters Score -9568893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 83331 members 
Entering Unmasked Estep 
Score: -9568897.000000 Penalty: 5627.262695
	Iteration 46Q: 3 clusters Score -9568897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 83332 members 
Entering Unmasked Estep 
Score: -9568899.000000 Penalty: 5627.262695
	Iteration 47Q: 3 clusters Score -9568899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -9568897.000000 Penalty: 5627.262695
	Iteration 48Q: 3 clusters Score -9568897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 83335 members 
Entering Unmasked Estep 
Score: -9568899.000000 Penalty: 5627.262695
	Iteration 49Q: 3 clusters Score -9568899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -9568899.000000 Penalty: 5627.262695
	Iteration 50Q: 3 clusters Score -9568899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 83336 members 
Entering Unmasked Estep 
Score: -9568899.000000 Penalty: 5627.262695
	Iteration 51F: 3 clusters Score -9568899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -88746.531250 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -88746.53 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 459 members 
Entering Unmasked Estep 
Score: -86865.976562 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -86865.98 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -87253.898438 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -87253.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -87417.921875 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -87417.92 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -87576.390625 Penalty: 3375.088867
	Iteration 3F: 3 clusters Score -87576.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -87738.554688 Penalty: 3375.088867
	Iteration 4Q: 3 clusters Score -87738.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -87831.617188 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -87831.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -87896.476562 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -87896.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -87945.226562 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -87945.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -87999.226562 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -87999.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -88047.734375 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -88047.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -88091.343750 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -88091.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -88115.273438 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -88115.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -88145.085938 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -88145.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -88176.312500 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -88176.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -88221.359375 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -88221.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -88302.281250 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -88302.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -88437.953125 Penalty: 3375.088867
	Iteration 16Q: 3 clusters Score -88437.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -88575.171875 Penalty: 3375.088867
	Iteration 17Q: 3 clusters Score -88575.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -88599.109375 Penalty: 3375.088867
	Iteration 18Q: 3 clusters Score -88599.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -88602.531250 Penalty: 3375.088867
	Iteration 19Q: 3 clusters Score -88602.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -88606.898438 Penalty: 3375.088867
	Iteration 20F: 3 clusters Score -88606.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -88610.382812 Penalty: 3375.088867
	Iteration 21Q: 3 clusters Score -88610.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -88615.742188 Penalty: 3375.088867
	Iteration 22Q: 3 clusters Score -88615.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -88616.531250 Penalty: 3375.088867
	Iteration 23Q: 3 clusters Score -88616.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -88616.531250 Penalty: 3375.088867
	Iteration 24F: 3 clusters Score -88616.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -90171.789062 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -90171.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88267.906250 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -88267.91 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -88554.820312 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -88554.82 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -88648.703125 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -88648.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -88720.632812 Penalty: 3394.500000
	Iteration 3Q: 3 clusters Score -88720.63 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -88804.015625 Penalty: 3394.500000
	Iteration 4Q: 3 clusters Score -88804.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88907.500000 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -88907.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88992.929688 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -88992.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -89064.046875 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -89064.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -89181.523438 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -89181.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -89443.414062 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -89443.41 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89630.585938 Penalty: 3394.500000
	Iteration 10F: 3 clusters Score -89630.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -89758.867188 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -89758.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -89843.671875 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -89843.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -89913.335938 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -89913.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -89961.859375 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -89961.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -90157.148438 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -90157.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -90638.187500 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -90638.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -91334.179688 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -91334.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -91338.875000 Penalty: 3394.500000
	Iteration 18Q: 3 clusters Score -91338.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -91338.875000 Penalty: 3394.500000
	Iteration 19F: 3 clusters Score -91338.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84566 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 416 members 
Mstep: Class 10 contains 109972 members 
Mstep: Class 11 contains 42414 members 
Mstep: Class 12 contains 522 members 
Mstep: Class 13 contains 34184 members 
Mstep: Class 14 contains 159851 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 319215 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 20918 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98014776.000000 Penalty: 71408.312500
Splitting cluster 9 changes total score from -98015248.000000 to -98014776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (109972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109972 members 
Entering Unmasked Estep 
Score: -12467358.000000 Penalty: 2878.779297
	Iteration 0F: 2 clusters Score -1.246736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -12394122.000000 Penalty: 5757.558594
	Iteration 0F: 3 clusters Score -1.239412e+07 nChanged 52093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -12423833.000000 Penalty: 5757.558594
	Iteration 1F: 3 clusters Score -1.242383e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -12424871.000000 Penalty: 5757.558594
	Iteration 2Q: 3 clusters Score -1.242487e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60951 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -12426316.000000 Penalty: 5757.558594
	Iteration 3Q: 3 clusters Score -1.242632e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64348 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -12428685.000000 Penalty: 5757.558594
	Iteration 4Q: 3 clusters Score -1.242868e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69025 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -12432397.000000 Penalty: 5757.558594
	Iteration 5F: 3 clusters Score -1.24324e+07 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -12437398.000000 Penalty: 5757.558594
	Iteration 6F: 3 clusters Score -1.24374e+07 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82380 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -12443353.000000 Penalty: 5757.558594
	Iteration 7F: 3 clusters Score -1.244335e+07 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89926 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -12449985.000000 Penalty: 5757.558594
	Iteration 8F: 3 clusters Score -1.244998e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96495 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -12455810.000000 Penalty: 5757.558594
	Iteration 9F: 3 clusters Score -1.245581e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101284 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -12459801.000000 Penalty: 5757.558594
	Iteration 10Q: 3 clusters Score -1.24598e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104486 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -12462279.000000 Penalty: 5757.558594
	Iteration 11Q: 3 clusters Score -1.246228e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106323 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -12463432.000000 Penalty: 5757.558594
	Iteration 12Q: 3 clusters Score -1.246343e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107415 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -12464069.000000 Penalty: 5757.558594
	Iteration 13Q: 3 clusters Score -1.246407e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108064 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -12464423.000000 Penalty: 5757.558594
	Iteration 14Q: 3 clusters Score -1.246442e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108448 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -12464668.000000 Penalty: 5757.558594
	Iteration 15Q: 3 clusters Score -1.246467e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108678 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -12464819.000000 Penalty: 5757.558594
	Iteration 16Q: 3 clusters Score -1.246482e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108825 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -12464891.000000 Penalty: 5757.558594
	Iteration 17Q: 3 clusters Score -1.246489e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108915 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12464975.000000 Penalty: 5757.558594
	Iteration 18Q: 3 clusters Score -1.246498e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108968 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12465027.000000 Penalty: 5757.558594
	Iteration 19Q: 3 clusters Score -1.246503e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109013 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -12465062.000000 Penalty: 5757.558594
	Iteration 20F: 3 clusters Score -1.246506e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109052 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -12465074.000000 Penalty: 5757.558594
	Iteration 21Q: 3 clusters Score -1.246507e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109070 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12465094.000000 Penalty: 5757.558594
	Iteration 22Q: 3 clusters Score -1.246509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109088 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -12465092.000000 Penalty: 5757.558594
	Iteration 23Q: 3 clusters Score -1.246509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109107 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -12465110.000000 Penalty: 5757.558594
	Iteration 24Q: 3 clusters Score -1.246511e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109124 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -12465128.000000 Penalty: 5757.558594
	Iteration 25Q: 3 clusters Score -1.246513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109140 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -12465141.000000 Penalty: 5757.558594
	Iteration 26Q: 3 clusters Score -1.246514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109149 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -12465148.000000 Penalty: 5757.558594
	Iteration 27Q: 3 clusters Score -1.246515e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109168 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -12465159.000000 Penalty: 5757.558594
	Iteration 28Q: 3 clusters Score -1.246516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109172 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -12465171.000000 Penalty: 5757.558594
	Iteration 29Q: 3 clusters Score -1.246517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109182 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -12465185.000000 Penalty: 5757.558594
	Iteration 30Q: 3 clusters Score -1.246518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109188 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12465176.000000 Penalty: 5757.558594
	Iteration 31Q: 3 clusters Score -1.246518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109187 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -12465180.000000 Penalty: 5757.558594
	Iteration 32Q: 3 clusters Score -1.246518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109188 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -12465181.000000 Penalty: 5757.558594
	Iteration 33Q: 3 clusters Score -1.246518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109189 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -12465173.000000 Penalty: 5757.558594
	Iteration 34Q: 3 clusters Score -1.246517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109191 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -12465164.000000 Penalty: 5757.558594
	Iteration 35Q: 3 clusters Score -1.246516e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109195 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -12465170.000000 Penalty: 5757.558594
	Iteration 36Q: 3 clusters Score -1.246517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109200 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -12465185.000000 Penalty: 5757.558594
	Iteration 37Q: 3 clusters Score -1.246518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109203 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -12465187.000000 Penalty: 5757.558594
	Iteration 38Q: 3 clusters Score -1.246519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109204 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -12465178.000000 Penalty: 5757.558594
	Iteration 39Q: 3 clusters Score -1.246518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109206 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -12465184.000000 Penalty: 5757.558594
	Iteration 40F: 3 clusters Score -1.246518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109209 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -12465196.000000 Penalty: 5757.558594
	Iteration 41Q: 3 clusters Score -1.24652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109211 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -12465196.000000 Penalty: 5757.558594
	Iteration 42Q: 3 clusters Score -1.24652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109211 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -12465201.000000 Penalty: 5757.558594
	Iteration 43Q: 3 clusters Score -1.24652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109213 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -12465190.000000 Penalty: 5757.558594
	Iteration 44Q: 3 clusters Score -1.246519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109214 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -12465197.000000 Penalty: 5757.558594
	Iteration 45Q: 3 clusters Score -1.24652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109215 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -12465199.000000 Penalty: 5757.558594
	Iteration 46Q: 3 clusters Score -1.24652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109216 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -12465200.000000 Penalty: 5757.558594
	Iteration 47Q: 3 clusters Score -1.24652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109217 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -12465199.000000 Penalty: 5757.558594
	Iteration 48Q: 3 clusters Score -1.24652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109217 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -12465199.000000 Penalty: 5757.558594
	Iteration 49F: 3 clusters Score -1.24652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Entering Unmasked Estep 
Score: -4597400.500000 Penalty: 2642.497803
	Iteration 0F: 2 clusters Score -4597400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -4568742.000000 Penalty: 5284.995605
	Iteration 0F: 3 clusters Score -4568742 nChanged 19485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -4579245.500000 Penalty: 5284.995605
	Iteration 1F: 3 clusters Score -4579246 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -4579779.500000 Penalty: 5284.995605
	Iteration 2Q: 3 clusters Score -4579780 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -4580298.500000 Penalty: 5284.995605
	Iteration 3Q: 3 clusters Score -4580298 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -4580971.000000 Penalty: 5284.995605
	Iteration 4Q: 3 clusters Score -4580971 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -4582037.500000 Penalty: 5284.995605
	Iteration 5F: 3 clusters Score -4582038 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -4583626.500000 Penalty: 5284.995605
	Iteration 6F: 3 clusters Score -4583626 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -4585967.500000 Penalty: 5284.995605
	Iteration 7F: 3 clusters Score -4585968 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -4588986.500000 Penalty: 5284.995605
	Iteration 8F: 3 clusters Score -4588986 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -4591667.000000 Penalty: 5284.995605
	Iteration 9F: 3 clusters Score -4591667 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -4593444.500000 Penalty: 5284.995605
	Iteration 10Q: 3 clusters Score -4593444 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -4594346.500000 Penalty: 5284.995605
	Iteration 11Q: 3 clusters Score -4594346 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -4594808.500000 Penalty: 5284.995605
	Iteration 12Q: 3 clusters Score -4594808 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -4595055.500000 Penalty: 5284.995605
	Iteration 13Q: 3 clusters Score -4595056 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -4595164.000000 Penalty: 5284.995605
	Iteration 14Q: 3 clusters Score -4595164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -4595208.500000 Penalty: 5284.995605
	Iteration 15Q: 3 clusters Score -4595208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -4595251.000000 Penalty: 5284.995605
	Iteration 16Q: 3 clusters Score -4595251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -4595280.000000 Penalty: 5284.995605
	Iteration 17Q: 3 clusters Score -4595280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -4595302.500000 Penalty: 5284.995605
	Iteration 18Q: 3 clusters Score -4595302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -4595305.000000 Penalty: 5284.995605
	Iteration 19Q: 3 clusters Score -4595305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -4595319.000000 Penalty: 5284.995605
	Iteration 20F: 3 clusters Score -4595319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -4595341.000000 Penalty: 5284.995605
	Iteration 21Q: 3 clusters Score -4595341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -4595357.000000 Penalty: 5284.995605
	Iteration 22Q: 3 clusters Score -4595357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -4595366.500000 Penalty: 5284.995605
	Iteration 23Q: 3 clusters Score -4595366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -4595376.500000 Penalty: 5284.995605
	Iteration 24Q: 3 clusters Score -4595376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -4595381.000000 Penalty: 5284.995605
	Iteration 25Q: 3 clusters Score -4595381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -4595380.000000 Penalty: 5284.995605
	Iteration 26Q: 3 clusters Score -4595380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -4595384.000000 Penalty: 5284.995605
	Iteration 27Q: 3 clusters Score -4595384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -4595380.500000 Penalty: 5284.995605
	Iteration 28Q: 3 clusters Score -4595380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -4595384.500000 Penalty: 5284.995605
	Iteration 29Q: 3 clusters Score -4595384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -4595388.500000 Penalty: 5284.995605
	Iteration 30Q: 3 clusters Score -4595388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -4595388.500000 Penalty: 5284.995605
	Iteration 31Q: 3 clusters Score -4595388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -4595400.500000 Penalty: 5284.995605
	Iteration 32Q: 3 clusters Score -4595400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -4595404.000000 Penalty: 5284.995605
	Iteration 33Q: 3 clusters Score -4595404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -4595401.500000 Penalty: 5284.995605
	Iteration 34Q: 3 clusters Score -4595402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -4595401.500000 Penalty: 5284.995605
	Iteration 35F: 3 clusters Score -4595402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Entering Unmasked Estep 
Score: -3856377.250000 Penalty: 2588.999268
	Iteration 0F: 2 clusters Score -3856377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3833059.250000 Penalty: 5177.998535
	Iteration 0F: 3 clusters Score -3833059 nChanged 15519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3841523.750000 Penalty: 5177.998535
	Iteration 1F: 3 clusters Score -3841524 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3841981.000000 Penalty: 5177.998535
	Iteration 2Q: 3 clusters Score -3841981 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3842485.750000 Penalty: 5177.998535
	Iteration 3Q: 3 clusters Score -3842486 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -3843074.000000 Penalty: 5177.998535
	Iteration 4Q: 3 clusters Score -3843074 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -3843881.500000 Penalty: 5177.998535
	Iteration 5Q: 3 clusters Score -3843882 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -3845118.250000 Penalty: 5177.998535
	Iteration 6F: 3 clusters Score -3845118 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -3846954.000000 Penalty: 5177.998535
	Iteration 7F: 3 clusters Score -3846954 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -3849237.500000 Penalty: 5177.998535
	Iteration 8F: 3 clusters Score -3849238 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -3851331.250000 Penalty: 5177.998535
	Iteration 9F: 3 clusters Score -3851331 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -3852727.000000 Penalty: 5177.998535
	Iteration 10Q: 3 clusters Score -3852727 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -3853453.750000 Penalty: 5177.998535
	Iteration 11Q: 3 clusters Score -3853454 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -3853780.750000 Penalty: 5177.998535
	Iteration 12Q: 3 clusters Score -3853781 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -3853941.750000 Penalty: 5177.998535
	Iteration 13Q: 3 clusters Score -3853942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -3854018.000000 Penalty: 5177.998535
	Iteration 14Q: 3 clusters Score -3854018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -3854043.750000 Penalty: 5177.998535
	Iteration 15Q: 3 clusters Score -3854044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -3854058.500000 Penalty: 5177.998535
	Iteration 16Q: 3 clusters Score -3854058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -3854073.250000 Penalty: 5177.998535
	Iteration 17Q: 3 clusters Score -3854073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -3854088.250000 Penalty: 5177.998535
	Iteration 18Q: 3 clusters Score -3854088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -3854102.250000 Penalty: 5177.998535
	Iteration 19Q: 3 clusters Score -3854102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -3854111.750000 Penalty: 5177.998535
	Iteration 20F: 3 clusters Score -3854112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -3854116.250000 Penalty: 5177.998535
	Iteration 21Q: 3 clusters Score -3854116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -3854120.750000 Penalty: 5177.998535
	Iteration 22Q: 3 clusters Score -3854121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -3854121.500000 Penalty: 5177.998535
	Iteration 23Q: 3 clusters Score -3854122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -3854121.500000 Penalty: 5177.998535
	Iteration 24F: 3 clusters Score -3854122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159851 members 
Entering Unmasked Estep 
Score: -17779334.000000 Penalty: 2971.535400
	Iteration 0F: 2 clusters Score -1.777933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79564 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -17672660.000000 Penalty: 5943.070801
	Iteration 0F: 3 clusters Score -1.767266e+07 nChanged 76350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73040 members 
Mstep: Class 2 contains 86811 members 
Entering Unmasked Estep 
Score: -17718048.000000 Penalty: 5943.070801
	Iteration 1F: 3 clusters Score -1.771805e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69198 members 
Mstep: Class 2 contains 90653 members 
Entering Unmasked Estep 
Score: -17720202.000000 Penalty: 5943.070801
	Iteration 2Q: 3 clusters Score -1.77202e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63489 members 
Mstep: Class 2 contains 96362 members 
Entering Unmasked Estep 
Score: -17723648.000000 Penalty: 5943.070801
	Iteration 3Q: 3 clusters Score -1.772365e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55512 members 
Mstep: Class 2 contains 104339 members 
Entering Unmasked Estep 
Score: -17728946.000000 Penalty: 5943.070801
	Iteration 4F: 3 clusters Score -1.772895e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 114822 members 
Entering Unmasked Estep 
Score: -17736870.000000 Penalty: 5943.070801
	Iteration 5F: 3 clusters Score -1.773687e+07 nChanged 12333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 126845 members 
Entering Unmasked Estep 
Score: -17747320.000000 Penalty: 5943.070801
	Iteration 6F: 3 clusters Score -1.774732e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 138728 members 
Entering Unmasked Estep 
Score: -17758314.000000 Penalty: 5943.070801
	Iteration 7F: 3 clusters Score -1.775831e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 148170 members 
Entering Unmasked Estep 
Score: -17767388.000000 Penalty: 5943.070801
	Iteration 8F: 3 clusters Score -1.776739e+07 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 154081 members 
Entering Unmasked Estep 
Score: -17772606.000000 Penalty: 5943.070801
	Iteration 9Q: 3 clusters Score -1.777261e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 156924 members 
Entering Unmasked Estep 
Score: -17775080.000000 Penalty: 5943.070801
	Iteration 10Q: 3 clusters Score -1.777508e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 158157 members 
Entering Unmasked Estep 
Score: -17776124.000000 Penalty: 5943.070801
	Iteration 11Q: 3 clusters Score -1.777612e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 158634 members 
Entering Unmasked Estep 
Score: -17776576.000000 Penalty: 5943.070801
	Iteration 12Q: 3 clusters Score -1.777658e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 158784 members 
Entering Unmasked Estep 
Score: -17776820.000000 Penalty: 5943.070801
	Iteration 13Q: 3 clusters Score -1.777682e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 158855 members 
Entering Unmasked Estep 
Score: -17777004.000000 Penalty: 5943.070801
	Iteration 14Q: 3 clusters Score -1.7777e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 158870 members 
Entering Unmasked Estep 
Score: -17777108.000000 Penalty: 5943.070801
	Iteration 15Q: 3 clusters Score -1.777711e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 158876 members 
Entering Unmasked Estep 
Score: -17777200.000000 Penalty: 5943.070801
	Iteration 16Q: 3 clusters Score -1.77772e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 158872 members 
Entering Unmasked Estep 
Score: -17777282.000000 Penalty: 5943.070801
	Iteration 17Q: 3 clusters Score -1.777728e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 158865 members 
Entering Unmasked Estep 
Score: -17777386.000000 Penalty: 5943.070801
	Iteration 18Q: 3 clusters Score -1.777739e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 158856 members 
Entering Unmasked Estep 
Score: -17777464.000000 Penalty: 5943.070801
	Iteration 19Q: 3 clusters Score -1.777746e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 158824 members 
Entering Unmasked Estep 
Score: -17777522.000000 Penalty: 5943.070801
	Iteration 20F: 3 clusters Score -1.777752e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 158785 members 
Entering Unmasked Estep 
Score: -17777592.000000 Penalty: 5943.070801
	Iteration 21Q: 3 clusters Score -1.777759e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 158755 members 
Entering Unmasked Estep 
Score: -17777654.000000 Penalty: 5943.070801
	Iteration 22Q: 3 clusters Score -1.777765e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 158715 members 
Entering Unmasked Estep 
Score: -17777678.000000 Penalty: 5943.070801
	Iteration 23Q: 3 clusters Score -1.777768e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 158674 members 
Entering Unmasked Estep 
Score: -17777708.000000 Penalty: 5943.070801
	Iteration 24Q: 3 clusters Score -1.777771e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 158647 members 
Entering Unmasked Estep 
Score: -17777716.000000 Penalty: 5943.070801
	Iteration 25Q: 3 clusters Score -1.777772e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 158623 members 
Entering Unmasked Estep 
Score: -17777744.000000 Penalty: 5943.070801
	Iteration 26Q: 3 clusters Score -1.777774e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 158595 members 
Entering Unmasked Estep 
Score: -17777774.000000 Penalty: 5943.070801
	Iteration 27Q: 3 clusters Score -1.777777e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 158565 members 
Entering Unmasked Estep 
Score: -17777802.000000 Penalty: 5943.070801
	Iteration 28Q: 3 clusters Score -1.77778e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 158536 members 
Entering Unmasked Estep 
Score: -17777842.000000 Penalty: 5943.070801
	Iteration 29Q: 3 clusters Score -1.777784e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 158502 members 
Entering Unmasked Estep 
Score: -17777858.000000 Penalty: 5943.070801
	Iteration 30Q: 3 clusters Score -1.777786e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 158466 members 
Entering Unmasked Estep 
Score: -17777874.000000 Penalty: 5943.070801
	Iteration 31Q: 3 clusters Score -1.777787e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 158426 members 
Entering Unmasked Estep 
Score: -17777872.000000 Penalty: 5943.070801
	Iteration 32Q: 3 clusters Score -1.777787e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 158394 members 
Entering Unmasked Estep 
Score: -17777886.000000 Penalty: 5943.070801
	Iteration 33Q: 3 clusters Score -1.777789e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 158357 members 
Entering Unmasked Estep 
Score: -17777924.000000 Penalty: 5943.070801
	Iteration 34Q: 3 clusters Score -1.777792e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 158320 members 
Entering Unmasked Estep 
Score: -17777954.000000 Penalty: 5943.070801
	Iteration 35Q: 3 clusters Score -1.777795e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 158287 members 
Entering Unmasked Estep 
Score: -17777998.000000 Penalty: 5943.070801
	Iteration 36Q: 3 clusters Score -1.7778e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 158267 members 
Entering Unmasked Estep 
Score: -17777998.000000 Penalty: 5943.070801
	Iteration 37Q: 3 clusters Score -1.7778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 158259 members 
Entering Unmasked Estep 
Score: -17777976.000000 Penalty: 5943.070801
	Iteration 38Q: 3 clusters Score -1.777798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 158252 members 
Entering Unmasked Estep 
Score: -17777964.000000 Penalty: 5943.070801
	Iteration 39Q: 3 clusters Score -1.777796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 158248 members 
Entering Unmasked Estep 
Score: -17777984.000000 Penalty: 5943.070801
	Iteration 40F: 3 clusters Score -1.777798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 158242 members 
Entering Unmasked Estep 
Score: -17777994.000000 Penalty: 5943.070801
	Iteration 41Q: 3 clusters Score -1.777799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 158238 members 
Entering Unmasked Estep 
Score: -17777978.000000 Penalty: 5943.070801
	Iteration 42Q: 3 clusters Score -1.777798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 158235 members 
Entering Unmasked Estep 
Score: -17777994.000000 Penalty: 5943.070801
	Iteration 43Q: 3 clusters Score -1.777799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 158232 members 
Entering Unmasked Estep 
Score: -17777984.000000 Penalty: 5943.070801
	Iteration 44Q: 3 clusters Score -1.777798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 158232 members 
Entering Unmasked Estep 
Score: -17777994.000000 Penalty: 5943.070801
	Iteration 45Q: 3 clusters Score -1.777799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 158230 members 
Entering Unmasked Estep 
Score: -17778000.000000 Penalty: 5943.070801
	Iteration 46Q: 3 clusters Score -1.7778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 158223 members 
Entering Unmasked Estep 
Score: -17778000.000000 Penalty: 5943.070801
	Iteration 47Q: 3 clusters Score -1.7778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 158215 members 
Entering Unmasked Estep 
Score: -17777994.000000 Penalty: 5943.070801
	Iteration 48Q: 3 clusters Score -1.777799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 158211 members 
Entering Unmasked Estep 
Score: -17778006.000000 Penalty: 5943.070801
	Iteration 49Q: 3 clusters Score -1.777801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 158204 members 
Entering Unmasked Estep 
Score: -17777992.000000 Penalty: 5943.070801
	Iteration 50Q: 3 clusters Score -1.777799e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 158200 members 
Entering Unmasked Estep 
Score: -17777992.000000 Penalty: 5943.070801
	Iteration 51Q: 3 clusters Score -1.777799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 158202 members 
Entering Unmasked Estep 
Score: -17777990.000000 Penalty: 5943.070801
	Iteration 52Q: 3 clusters Score -1.777799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 158197 members 
Entering Unmasked Estep 
Score: -17778008.000000 Penalty: 5943.070801
	Iteration 53Q: 3 clusters Score -1.777801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 158191 members 
Entering Unmasked Estep 
Score: -17778004.000000 Penalty: 5943.070801
	Iteration 54Q: 3 clusters Score -1.7778e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 158182 members 
Entering Unmasked Estep 
Score: -17778000.000000 Penalty: 5943.070801
	Iteration 55Q: 3 clusters Score -1.7778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 158181 members 
Entering Unmasked Estep 
Score: -17778018.000000 Penalty: 5943.070801
	Iteration 56Q: 3 clusters Score -1.777802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 158181 members 
Entering Unmasked Estep 
Score: -17778014.000000 Penalty: 5943.070801
	Iteration 57Q: 3 clusters Score -1.777801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 158179 members 
Entering Unmasked Estep 
Score: -17778012.000000 Penalty: 5943.070801
	Iteration 58Q: 3 clusters Score -1.777801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 158175 members 
Entering Unmasked Estep 
Score: -17778016.000000 Penalty: 5943.070801
	Iteration 59Q: 3 clusters Score -1.777802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 158170 members 
Entering Unmasked Estep 
Score: -17778006.000000 Penalty: 5943.070801
	Iteration 60F: 3 clusters Score -1.777801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 158168 members 
Entering Unmasked Estep 
Score: -17778002.000000 Penalty: 5943.070801
	Iteration 61Q: 3 clusters Score -1.7778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 158168 members 
Entering Unmasked Estep 
Score: -17778014.000000 Penalty: 5943.070801
	Iteration 62Q: 3 clusters Score -1.777801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 158167 members 
Entering Unmasked Estep 
Score: -17778012.000000 Penalty: 5943.070801
	Iteration 63Q: 3 clusters Score -1.777801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 158164 members 
Entering Unmasked Estep 
Score: -17778008.000000 Penalty: 5943.070801
	Iteration 64Q: 3 clusters Score -1.777801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 158160 members 
Entering Unmasked Estep 
Score: -17778008.000000 Penalty: 5943.070801
	Iteration 65Q: 3 clusters Score -1.777801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 158155 members 
Entering Unmasked Estep 
Score: -17778006.000000 Penalty: 5943.070801
	Iteration 66Q: 3 clusters Score -1.777801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 158148 members 
Entering Unmasked Estep 
Score: -17777988.000000 Penalty: 5943.070801
	Iteration 67Q: 3 clusters Score -1.777799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 158137 members 
Entering Unmasked Estep 
Score: -17778014.000000 Penalty: 5943.070801
	Iteration 68Q: 3 clusters Score -1.777801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 158126 members 
Entering Unmasked Estep 
Score: -17778006.000000 Penalty: 5943.070801
	Iteration 69Q: 3 clusters Score -1.777801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 158110 members 
Entering Unmasked Estep 
Score: -17778016.000000 Penalty: 5943.070801
	Iteration 70Q: 3 clusters Score -1.777802e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 158093 members 
Entering Unmasked Estep 
Score: -17778034.000000 Penalty: 5943.070801
	Iteration 71Q: 3 clusters Score -1.777803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 158084 members 
Entering Unmasked Estep 
Score: -17778028.000000 Penalty: 5943.070801
	Iteration 72Q: 3 clusters Score -1.777803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 158075 members 
Entering Unmasked Estep 
Score: -17778030.000000 Penalty: 5943.070801
	Iteration 73Q: 3 clusters Score -1.777803e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 158059 members 
Entering Unmasked Estep 
Score: -17778034.000000 Penalty: 5943.070801
	Iteration 74Q: 3 clusters Score -1.777803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 158047 members 
Entering Unmasked Estep 
Score: -17778040.000000 Penalty: 5943.070801
	Iteration 75Q: 3 clusters Score -1.777804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 158037 members 
Entering Unmasked Estep 
Score: -17778054.000000 Penalty: 5943.070801
	Iteration 76Q: 3 clusters Score -1.777805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 158034 members 
Entering Unmasked Estep 
Score: -17778048.000000 Penalty: 5943.070801
	Iteration 77Q: 3 clusters Score -1.777805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 158031 members 
Entering Unmasked Estep 
Score: -17778044.000000 Penalty: 5943.070801
	Iteration 78Q: 3 clusters Score -1.777804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 158022 members 
Entering Unmasked Estep 
Score: -17778054.000000 Penalty: 5943.070801
	Iteration 79Q: 3 clusters Score -1.777805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 158015 members 
Entering Unmasked Estep 
Score: -17778068.000000 Penalty: 5943.070801
	Iteration 80F: 3 clusters Score -1.777807e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 158007 members 
Entering Unmasked Estep 
Score: -17778056.000000 Penalty: 5943.070801
	Iteration 81Q: 3 clusters Score -1.777806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 158002 members 
Entering Unmasked Estep 
Score: -17778058.000000 Penalty: 5943.070801
	Iteration 82Q: 3 clusters Score -1.777806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 157997 members 
Entering Unmasked Estep 
Score: -17778052.000000 Penalty: 5943.070801
	Iteration 83Q: 3 clusters Score -1.777805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 157996 members 
Entering Unmasked Estep 
Score: -17778056.000000 Penalty: 5943.070801
	Iteration 84Q: 3 clusters Score -1.777806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 157993 members 
Entering Unmasked Estep 
Score: -17778066.000000 Penalty: 5943.070801
	Iteration 85Q: 3 clusters Score -1.777807e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 157990 members 
Entering Unmasked Estep 
Score: -17778054.000000 Penalty: 5943.070801
	Iteration 86Q: 3 clusters Score -1.777805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 157989 members 
Entering Unmasked Estep 
Score: -17778070.000000 Penalty: 5943.070801
	Iteration 87Q: 3 clusters Score -1.777807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -17778062.000000 Penalty: 5943.070801
	Iteration 88Q: 3 clusters Score -1.777806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 157988 members 
Entering Unmasked Estep 
Score: -17778062.000000 Penalty: 5943.070801
	Iteration 89F: 3 clusters Score -1.777806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Entering Unmasked Estep 
Score: -1041433.187500 Penalty: 2265.285400
	Iteration 0F: 2 clusters Score -1041433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1034244.750000 Penalty: 4530.570801
	Iteration 0F: 3 clusters Score -1034245 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1036354.812500 Penalty: 4530.570801
	Iteration 1F: 3 clusters Score -1036355 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1036628.312500 Penalty: 4530.570801
	Iteration 2F: 3 clusters Score -1036628 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1036795.250000 Penalty: 4530.570801
	Iteration 3Q: 3 clusters Score -1036795 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1036904.500000 Penalty: 4530.570801
	Iteration 4Q: 3 clusters Score -1036904 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1036987.312500 Penalty: 4530.570801
	Iteration 5Q: 3 clusters Score -1036987 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1037059.875000 Penalty: 4530.570801
	Iteration 6Q: 3 clusters Score -1037060 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1037140.500000 Penalty: 4530.570801
	Iteration 7Q: 3 clusters Score -1037140 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1037229.875000 Penalty: 4530.570801
	Iteration 8Q: 3 clusters Score -1037230 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1037324.875000 Penalty: 4530.570801
	Iteration 9Q: 3 clusters Score -1037325 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1037433.500000 Penalty: 4530.570801
	Iteration 10Q: 3 clusters Score -1037434 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1037572.062500 Penalty: 4530.570801
	Iteration 11Q: 3 clusters Score -1037572 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1037701.687500 Penalty: 4530.570801
	Iteration 12Q: 3 clusters Score -1037702 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1037832.500000 Penalty: 4530.570801
	Iteration 13Q: 3 clusters Score -1037832 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1037960.562500 Penalty: 4530.570801
	Iteration 14Q: 3 clusters Score -1037961 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1038092.750000 Penalty: 4530.570801
	Iteration 15Q: 3 clusters Score -1038093 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1038234.250000 Penalty: 4530.570801
	Iteration 16Q: 3 clusters Score -1038234 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1038374.125000 Penalty: 4530.570801
	Iteration 17Q: 3 clusters Score -1038374 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1038525.750000 Penalty: 4530.570801
	Iteration 18Q: 3 clusters Score -1038526 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1038696.562500 Penalty: 4530.570801
	Iteration 19Q: 3 clusters Score -1038697 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1038864.687500 Penalty: 4530.570801
	Iteration 20F: 3 clusters Score -1038865 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1039007.062500 Penalty: 4530.570801
	Iteration 21Q: 3 clusters Score -1039007 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1039117.812500 Penalty: 4530.570801
	Iteration 22Q: 3 clusters Score -1039118 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1039214.875000 Penalty: 4530.570801
	Iteration 23Q: 3 clusters Score -1039215 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1039288.687500 Penalty: 4530.570801
	Iteration 24Q: 3 clusters Score -1039289 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1039340.062500 Penalty: 4530.570801
	Iteration 25Q: 3 clusters Score -1039340 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1039389.875000 Penalty: 4530.570801
	Iteration 26Q: 3 clusters Score -1039390 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1039418.312500 Penalty: 4530.570801
	Iteration 27Q: 3 clusters Score -1039418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1039443.750000 Penalty: 4530.570801
	Iteration 28Q: 3 clusters Score -1039444 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1039464.687500 Penalty: 4530.570801
	Iteration 29Q: 3 clusters Score -1039465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1039480.312500 Penalty: 4530.570801
	Iteration 30Q: 3 clusters Score -1039480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1039491.125000 Penalty: 4530.570801
	Iteration 31Q: 3 clusters Score -1039491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1039505.937500 Penalty: 4530.570801
	Iteration 32Q: 3 clusters Score -1039506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1039514.750000 Penalty: 4530.570801
	Iteration 33Q: 3 clusters Score -1039515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1039522.937500 Penalty: 4530.570801
	Iteration 34Q: 3 clusters Score -1039523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1039534.062500 Penalty: 4530.570801
	Iteration 35Q: 3 clusters Score -1039534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1039545.500000 Penalty: 4530.570801
	Iteration 36Q: 3 clusters Score -1039546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1039555.687500 Penalty: 4530.570801
	Iteration 37Q: 3 clusters Score -1039556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1039565.500000 Penalty: 4530.570801
	Iteration 38Q: 3 clusters Score -1039566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1039574.187500 Penalty: 4530.570801
	Iteration 39Q: 3 clusters Score -1039574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1039582.250000 Penalty: 4530.570801
	Iteration 40F: 3 clusters Score -1039582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1039590.000000 Penalty: 4530.570801
	Iteration 41Q: 3 clusters Score -1039590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1039594.187500 Penalty: 4530.570801
	Iteration 42Q: 3 clusters Score -1039594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1039600.375000 Penalty: 4530.570801
	Iteration 43Q: 3 clusters Score -1039600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1039605.000000 Penalty: 4530.570801
	Iteration 44Q: 3 clusters Score -1039605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1039604.812500 Penalty: 4530.570801
	Iteration 45Q: 3 clusters Score -1039605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1039605.312500 Penalty: 4530.570801
	Iteration 46Q: 3 clusters Score -1039605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1039605.562500 Penalty: 4530.570801
	Iteration 47Q: 3 clusters Score -1039606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1039606.937500 Penalty: 4530.570801
	Iteration 48Q: 3 clusters Score -1039607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1039611.500000 Penalty: 4530.570801
	Iteration 49Q: 3 clusters Score -1039612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1039614.062500 Penalty: 4530.570801
	Iteration 50Q: 3 clusters Score -1039614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1039618.562500 Penalty: 4530.570801
	Iteration 51Q: 3 clusters Score -1039619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1039623.500000 Penalty: 4530.570801
	Iteration 52Q: 3 clusters Score -1039624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1039627.437500 Penalty: 4530.570801
	Iteration 53Q: 3 clusters Score -1039627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1039628.687500 Penalty: 4530.570801
	Iteration 54Q: 3 clusters Score -1039629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1039635.125000 Penalty: 4530.570801
	Iteration 55Q: 3 clusters Score -1039635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1039633.750000 Penalty: 4530.570801
	Iteration 56Q: 3 clusters Score -1039634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1039634.125000 Penalty: 4530.570801
	Iteration 57Q: 3 clusters Score -1039634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1039636.000000 Penalty: 4530.570801
	Iteration 58Q: 3 clusters Score -1039636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1039634.187500 Penalty: 4530.570801
	Iteration 59Q: 3 clusters Score -1039634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1039634.187500 Penalty: 4530.570801
	Iteration 60F: 3 clusters Score -1039634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Entering Unmasked Estep 
Score: -301734.593750 Penalty: 1963.277832
	Iteration 0F: 2 clusters Score -301734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -298608.312500 Penalty: 3926.555664
	Iteration 0F: 3 clusters Score -298608.3 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -299178.250000 Penalty: 3926.555664
	Iteration 1F: 3 clusters Score -299178.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -299312.031250 Penalty: 3926.555664
	Iteration 2F: 3 clusters Score -299312 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -299402.843750 Penalty: 3926.555664
	Iteration 3Q: 3 clusters Score -299402.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -299478.656250 Penalty: 3926.555664
	Iteration 4Q: 3 clusters Score -299478.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -299522.343750 Penalty: 3926.555664
	Iteration 5Q: 3 clusters Score -299522.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -299555.218750 Penalty: 3926.555664
	Iteration 6Q: 3 clusters Score -299555.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -299585.843750 Penalty: 3926.555664
	Iteration 7Q: 3 clusters Score -299585.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -299608.156250 Penalty: 3926.555664
	Iteration 8Q: 3 clusters Score -299608.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -299626.968750 Penalty: 3926.555664
	Iteration 9Q: 3 clusters Score -299627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -299642.281250 Penalty: 3926.555664
	Iteration 10Q: 3 clusters Score -299642.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -299662.375000 Penalty: 3926.555664
	Iteration 11Q: 3 clusters Score -299662.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -299680.250000 Penalty: 3926.555664
	Iteration 12Q: 3 clusters Score -299680.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -299700.000000 Penalty: 3926.555664
	Iteration 13Q: 3 clusters Score -299700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -299713.562500 Penalty: 3926.555664
	Iteration 14Q: 3 clusters Score -299713.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -299723.500000 Penalty: 3926.555664
	Iteration 15Q: 3 clusters Score -299723.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -299733.031250 Penalty: 3926.555664
	Iteration 16Q: 3 clusters Score -299733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -299741.562500 Penalty: 3926.555664
	Iteration 17Q: 3 clusters Score -299741.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -299751.000000 Penalty: 3926.555664
	Iteration 18Q: 3 clusters Score -299751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -299762.218750 Penalty: 3926.555664
	Iteration 19Q: 3 clusters Score -299762.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -299771.875000 Penalty: 3926.555664
	Iteration 20F: 3 clusters Score -299771.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -299782.000000 Penalty: 3926.555664
	Iteration 21Q: 3 clusters Score -299782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -299791.843750 Penalty: 3926.555664
	Iteration 22Q: 3 clusters Score -299791.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -299797.562500 Penalty: 3926.555664
	Iteration 23Q: 3 clusters Score -299797.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -299805.906250 Penalty: 3926.555664
	Iteration 24Q: 3 clusters Score -299805.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -299811.250000 Penalty: 3926.555664
	Iteration 25Q: 3 clusters Score -299811.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -299815.468750 Penalty: 3926.555664
	Iteration 26Q: 3 clusters Score -299815.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -299823.375000 Penalty: 3926.555664
	Iteration 27Q: 3 clusters Score -299823.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -299828.625000 Penalty: 3926.555664
	Iteration 28Q: 3 clusters Score -299828.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -299836.875000 Penalty: 3926.555664
	Iteration 29Q: 3 clusters Score -299836.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -299842.656250 Penalty: 3926.555664
	Iteration 30Q: 3 clusters Score -299842.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -299848.562500 Penalty: 3926.555664
	Iteration 31Q: 3 clusters Score -299848.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -299857.593750 Penalty: 3926.555664
	Iteration 32Q: 3 clusters Score -299857.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -299864.156250 Penalty: 3926.555664
	Iteration 33Q: 3 clusters Score -299864.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -299869.156250 Penalty: 3926.555664
	Iteration 34Q: 3 clusters Score -299869.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -299877.812500 Penalty: 3926.555664
	Iteration 35Q: 3 clusters Score -299877.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -299888.218750 Penalty: 3926.555664
	Iteration 36Q: 3 clusters Score -299888.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -299911.218750 Penalty: 3926.555664
	Iteration 37Q: 3 clusters Score -299911.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -299938.937500 Penalty: 3926.555664
	Iteration 38Q: 3 clusters Score -299938.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -299970.406250 Penalty: 3926.555664
	Iteration 39Q: 3 clusters Score -299970.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -300025.000000 Penalty: 3926.555664
	Iteration 40F: 3 clusters Score -300025 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -300127.875000 Penalty: 3926.555664
	Iteration 41Q: 3 clusters Score -300127.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -300297.093750 Penalty: 3926.555664
	Iteration 42Q: 3 clusters Score -300297.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -300498.000000 Penalty: 3926.555664
	Iteration 43Q: 3 clusters Score -300498 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -300619.093750 Penalty: 3926.555664
	Iteration 44Q: 3 clusters Score -300619.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -300717.968750 Penalty: 3926.555664
	Iteration 45Q: 3 clusters Score -300718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -300786.156250 Penalty: 3926.555664
	Iteration 46Q: 3 clusters Score -300786.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -300840.031250 Penalty: 3926.555664
	Iteration 47Q: 3 clusters Score -300840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -300871.750000 Penalty: 3926.555664
	Iteration 48Q: 3 clusters Score -300871.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -300892.250000 Penalty: 3926.555664
	Iteration 49Q: 3 clusters Score -300892.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -300904.031250 Penalty: 3926.555664
	Iteration 50Q: 3 clusters Score -300904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -300909.812500 Penalty: 3926.555664
	Iteration 51Q: 3 clusters Score -300909.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -300916.187500 Penalty: 3926.555664
	Iteration 52Q: 3 clusters Score -300916.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -300921.343750 Penalty: 3926.555664
	Iteration 53Q: 3 clusters Score -300921.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -300925.218750 Penalty: 3926.555664
	Iteration 54Q: 3 clusters Score -300925.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -300929.781250 Penalty: 3926.555664
	Iteration 55Q: 3 clusters Score -300929.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -300935.312500 Penalty: 3926.555664
	Iteration 56Q: 3 clusters Score -300935.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -300944.187500 Penalty: 3926.555664
	Iteration 57Q: 3 clusters Score -300944.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -300951.656250 Penalty: 3926.555664
	Iteration 58Q: 3 clusters Score -300951.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -300961.812500 Penalty: 3926.555664
	Iteration 59Q: 3 clusters Score -300961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -300967.250000 Penalty: 3926.555664
	Iteration 60F: 3 clusters Score -300967.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -300970.031250 Penalty: 3926.555664
	Iteration 61Q: 3 clusters Score -300970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -300972.375000 Penalty: 3926.555664
	Iteration 62Q: 3 clusters Score -300972.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -300974.000000 Penalty: 3926.555664
	Iteration 63Q: 3 clusters Score -300974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -300975.343750 Penalty: 3926.555664
	Iteration 64Q: 3 clusters Score -300975.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -300976.375000 Penalty: 3926.555664
	Iteration 65Q: 3 clusters Score -300976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -300978.312500 Penalty: 3926.555664
	Iteration 66Q: 3 clusters Score -300978.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -300979.968750 Penalty: 3926.555664
	Iteration 67Q: 3 clusters Score -300980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -300981.656250 Penalty: 3926.555664
	Iteration 68Q: 3 clusters Score -300981.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -300983.406250 Penalty: 3926.555664
	Iteration 69Q: 3 clusters Score -300983.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -300984.375000 Penalty: 3926.555664
	Iteration 70Q: 3 clusters Score -300984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -300984.375000 Penalty: 3926.555664
	Iteration 71F: 3 clusters Score -300984.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Entering Unmasked Estep 
Score: -3379492.750000 Penalty: 2555.144287
	Iteration 0F: 2 clusters Score -3379493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3359169.250000 Penalty: 5110.288574
	Iteration 0F: 3 clusters Score -3359169 nChanged 13254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -3366304.250000 Penalty: 5110.288574
	Iteration 1F: 3 clusters Score -3366304 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3366768.000000 Penalty: 5110.288574
	Iteration 2Q: 3 clusters Score -3366768 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3367329.000000 Penalty: 5110.288574
	Iteration 3Q: 3 clusters Score -3367329 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3368109.750000 Penalty: 5110.288574
	Iteration 4F: 3 clusters Score -3368110 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3369200.000000 Penalty: 5110.288574
	Iteration 5F: 3 clusters Score -3369200 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -3370764.250000 Penalty: 5110.288574
	Iteration 6F: 3 clusters Score -3370764 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3372640.750000 Penalty: 5110.288574
	Iteration 7F: 3 clusters Score -3372641 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3374419.000000 Penalty: 5110.288574
	Iteration 8F: 3 clusters Score -3374419 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3375763.500000 Penalty: 5110.288574
	Iteration 9Q: 3 clusters Score -3375764 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -3376481.250000 Penalty: 5110.288574
	Iteration 10Q: 3 clusters Score -3376481 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -3376846.250000 Penalty: 5110.288574
	Iteration 11Q: 3 clusters Score -3376846 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3377037.250000 Penalty: 5110.288574
	Iteration 12Q: 3 clusters Score -3377037 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -3377138.750000 Penalty: 5110.288574
	Iteration 13Q: 3 clusters Score -3377139 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -3377185.000000 Penalty: 5110.288574
	Iteration 14Q: 3 clusters Score -3377185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -3377220.250000 Penalty: 5110.288574
	Iteration 15Q: 3 clusters Score -3377220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -3377248.500000 Penalty: 5110.288574
	Iteration 16Q: 3 clusters Score -3377248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -3377253.250000 Penalty: 5110.288574
	Iteration 17Q: 3 clusters Score -3377253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -3377265.000000 Penalty: 5110.288574
	Iteration 18Q: 3 clusters Score -3377265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -3377270.750000 Penalty: 5110.288574
	Iteration 19Q: 3 clusters Score -3377271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -3377272.250000 Penalty: 5110.288574
	Iteration 20F: 3 clusters Score -3377272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (319215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319215 members 
Entering Unmasked Estep 
Score: -35282128.000000 Penalty: 3143.057861
	Iteration 0F: 2 clusters Score -3.528213e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159135 members 
Mstep: Class 2 contains 160080 members 
Entering Unmasked Estep 
Score: -35098780.000000 Penalty: 6286.115723
	Iteration 0F: 3 clusters Score -3.509878e+07 nChanged 154646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147733 members 
Mstep: Class 2 contains 171482 members 
Entering Unmasked Estep 
Score: -35190660.000000 Penalty: 6286.115723
	Iteration 1F: 3 clusters Score -3.519066e+07 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141363 members 
Mstep: Class 2 contains 177852 members 
Entering Unmasked Estep 
Score: -35192848.000000 Penalty: 6286.115723
	Iteration 2Q: 3 clusters Score -3.519285e+07 nChanged 12008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131845 members 
Mstep: Class 2 contains 187370 members 
Entering Unmasked Estep 
Score: -35196172.000000 Penalty: 6286.115723
	Iteration 3Q: 3 clusters Score -3.519617e+07 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117916 members 
Mstep: Class 2 contains 201299 members 
Entering Unmasked Estep 
Score: -35202700.000000 Penalty: 6286.115723
	Iteration 4Q: 3 clusters Score -3.52027e+07 nChanged 20019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99055 members 
Mstep: Class 2 contains 220160 members 
Entering Unmasked Estep 
Score: -35214348.000000 Penalty: 6286.115723
	Iteration 5F: 3 clusters Score -3.521435e+07 nChanged 23422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 242870 members 
Entering Unmasked Estep 
Score: -35231336.000000 Penalty: 6286.115723
	Iteration 6F: 3 clusters Score -3.523134e+07 nChanged 23332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 265580 members 
Entering Unmasked Estep 
Score: -35250376.000000 Penalty: 6286.115723
	Iteration 7F: 3 clusters Score -3.525038e+07 nChanged 18270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 283358 members 
Entering Unmasked Estep 
Score: -35267756.000000 Penalty: 6286.115723
	Iteration 8F: 3 clusters Score -3.526776e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 295356 members 
Entering Unmasked Estep 
Score: -35277032.000000 Penalty: 6286.115723
	Iteration 9Q: 3 clusters Score -3.527703e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 302032 members 
Entering Unmasked Estep 
Score: -35281132.000000 Penalty: 6286.115723
	Iteration 10Q: 3 clusters Score -3.528113e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 306166 members 
Entering Unmasked Estep 
Score: -35282432.000000 Penalty: 6286.115723
	Iteration 11Q: 3 clusters Score -3.528243e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 308970 members 
Entering Unmasked Estep 
Score: -35282636.000000 Penalty: 6286.115723
	Iteration 12Q: 3 clusters Score -3.528264e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 310985 members 
Entering Unmasked Estep 
Score: -35282432.000000 Penalty: 6286.115723
	Iteration 13Q: 3 clusters Score -3.528243e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 312488 members 
Entering Unmasked Estep 
Score: -35282104.000000 Penalty: 6286.115723
	Iteration 14Q: 3 clusters Score -3.52821e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 313645 members 
Entering Unmasked Estep 
Score: -35281712.000000 Penalty: 6286.115723
	Iteration 15Q: 3 clusters Score -3.528171e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 314549 members 
Entering Unmasked Estep 
Score: -35281496.000000 Penalty: 6286.115723
	Iteration 16Q: 3 clusters Score -3.52815e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 315227 members 
Entering Unmasked Estep 
Score: -35281180.000000 Penalty: 6286.115723
	Iteration 17Q: 3 clusters Score -3.528118e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 315767 members 
Entering Unmasked Estep 
Score: -35281044.000000 Penalty: 6286.115723
	Iteration 18Q: 3 clusters Score -3.528104e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 316207 members 
Entering Unmasked Estep 
Score: -35280932.000000 Penalty: 6286.115723
	Iteration 19Q: 3 clusters Score -3.528093e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 316542 members 
Entering Unmasked Estep 
Score: -35280864.000000 Penalty: 6286.115723
	Iteration 20F: 3 clusters Score -3.528086e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 316788 members 
Entering Unmasked Estep 
Score: -35280700.000000 Penalty: 6286.115723
	Iteration 21Q: 3 clusters Score -3.52807e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 316980 members 
Entering Unmasked Estep 
Score: -35280580.000000 Penalty: 6286.115723
	Iteration 22Q: 3 clusters Score -3.528058e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 317116 members 
Entering Unmasked Estep 
Score: -35280508.000000 Penalty: 6286.115723
	Iteration 23Q: 3 clusters Score -3.528051e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 317244 members 
Entering Unmasked Estep 
Score: -35280464.000000 Penalty: 6286.115723
	Iteration 24Q: 3 clusters Score -3.528046e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 317368 members 
Entering Unmasked Estep 
Score: -35280464.000000 Penalty: 6286.115723
	Iteration 25Q: 3 clusters Score -3.528046e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 317474 members 
Entering Unmasked Estep 
Score: -35280440.000000 Penalty: 6286.115723
	Iteration 26Q: 3 clusters Score -3.528044e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 317563 members 
Entering Unmasked Estep 
Score: -35280356.000000 Penalty: 6286.115723
	Iteration 27Q: 3 clusters Score -3.528036e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 317625 members 
Entering Unmasked Estep 
Score: -35280340.000000 Penalty: 6286.115723
	Iteration 28Q: 3 clusters Score -3.528034e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 317681 members 
Entering Unmasked Estep 
Score: -35280248.000000 Penalty: 6286.115723
	Iteration 29Q: 3 clusters Score -3.528025e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 317713 members 
Entering Unmasked Estep 
Score: -35280228.000000 Penalty: 6286.115723
	Iteration 30Q: 3 clusters Score -3.528023e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 317752 members 
Entering Unmasked Estep 
Score: -35280188.000000 Penalty: 6286.115723
	Iteration 31Q: 3 clusters Score -3.528019e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 317787 members 
Entering Unmasked Estep 
Score: -35280204.000000 Penalty: 6286.115723
	Iteration 32Q: 3 clusters Score -3.52802e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 317813 members 
Entering Unmasked Estep 
Score: -35280164.000000 Penalty: 6286.115723
	Iteration 33Q: 3 clusters Score -3.528016e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 317835 members 
Entering Unmasked Estep 
Score: -35280188.000000 Penalty: 6286.115723
	Iteration 34Q: 3 clusters Score -3.528019e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 317857 members 
Entering Unmasked Estep 
Score: -35280180.000000 Penalty: 6286.115723
	Iteration 35Q: 3 clusters Score -3.528018e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 317876 members 
Entering Unmasked Estep 
Score: -35280132.000000 Penalty: 6286.115723
	Iteration 36Q: 3 clusters Score -3.528013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 317887 members 
Entering Unmasked Estep 
Score: -35280128.000000 Penalty: 6286.115723
	Iteration 37Q: 3 clusters Score -3.528013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 317903 members 
Entering Unmasked Estep 
Score: -35280108.000000 Penalty: 6286.115723
	Iteration 38Q: 3 clusters Score -3.528011e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 317916 members 
Entering Unmasked Estep 
Score: -35280084.000000 Penalty: 6286.115723
	Iteration 39Q: 3 clusters Score -3.528008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 317924 members 
Entering Unmasked Estep 
Score: -35280124.000000 Penalty: 6286.115723
	Iteration 40F: 3 clusters Score -3.528012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 317932 members 
Entering Unmasked Estep 
Score: -35280128.000000 Penalty: 6286.115723
	Iteration 41Q: 3 clusters Score -3.528013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 317941 members 
Entering Unmasked Estep 
Score: -35280136.000000 Penalty: 6286.115723
	Iteration 42Q: 3 clusters Score -3.528014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 317946 members 
Entering Unmasked Estep 
Score: -35280108.000000 Penalty: 6286.115723
	Iteration 43Q: 3 clusters Score -3.528011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 317950 members 
Entering Unmasked Estep 
Score: -35280100.000000 Penalty: 6286.115723
	Iteration 44Q: 3 clusters Score -3.52801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 317957 members 
Entering Unmasked Estep 
Score: -35280140.000000 Penalty: 6286.115723
	Iteration 45Q: 3 clusters Score -3.528014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 317959 members 
Entering Unmasked Estep 
Score: -35280124.000000 Penalty: 6286.115723
	Iteration 46Q: 3 clusters Score -3.528012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 317963 members 
Entering Unmasked Estep 
Score: -35280132.000000 Penalty: 6286.115723
	Iteration 47Q: 3 clusters Score -3.528013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 317967 members 
Entering Unmasked Estep 
Score: -35280148.000000 Penalty: 6286.115723
	Iteration 48Q: 3 clusters Score -3.528015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 317970 members 
Entering Unmasked Estep 
Score: -35280140.000000 Penalty: 6286.115723
	Iteration 49Q: 3 clusters Score -3.528014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 317970 members 
Entering Unmasked Estep 
Score: -35280144.000000 Penalty: 6286.115723
	Iteration 50Q: 3 clusters Score -3.528014e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 317974 members 
Entering Unmasked Estep 
Score: -35280156.000000 Penalty: 6286.115723
	Iteration 51Q: 3 clusters Score -3.528016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 317975 members 
Entering Unmasked Estep 
Score: -35280152.000000 Penalty: 6286.115723
	Iteration 52Q: 3 clusters Score -3.528015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 317975 members 
Entering Unmasked Estep 
Score: -35280156.000000 Penalty: 6286.115723
	Iteration 53Q: 3 clusters Score -3.528016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 317975 members 
Entering Unmasked Estep 
Score: -35280164.000000 Penalty: 6286.115723
	Iteration 54Q: 3 clusters Score -3.528016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 317974 members 
Entering Unmasked Estep 
Score: -35280168.000000 Penalty: 6286.115723
	Iteration 55Q: 3 clusters Score -3.528017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 317975 members 
Entering Unmasked Estep 
Score: -35280148.000000 Penalty: 6286.115723
	Iteration 56Q: 3 clusters Score -3.528015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 317975 members 
Entering Unmasked Estep 
Score: -35280148.000000 Penalty: 6286.115723
	Iteration 57F: 3 clusters Score -3.528015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Entering Unmasked Estep 
Score: -486916.562500 Penalty: 2073.529785
	Iteration 0F: 2 clusters Score -486916.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -482875.093750 Penalty: 4147.059570
	Iteration 0F: 3 clusters Score -482875.1 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -483813.250000 Penalty: 4147.059570
	Iteration 1F: 3 clusters Score -483813.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -483965.750000 Penalty: 4147.059570
	Iteration 2F: 3 clusters Score -483965.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -484054.500000 Penalty: 4147.059570
	Iteration 3Q: 3 clusters Score -484054.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -484108.250000 Penalty: 4147.059570
	Iteration 4Q: 3 clusters Score -484108.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -484150.531250 Penalty: 4147.059570
	Iteration 5Q: 3 clusters Score -484150.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -484196.437500 Penalty: 4147.059570
	Iteration 6Q: 3 clusters Score -484196.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -484231.500000 Penalty: 4147.059570
	Iteration 7Q: 3 clusters Score -484231.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -484266.937500 Penalty: 4147.059570
	Iteration 8Q: 3 clusters Score -484266.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -484306.593750 Penalty: 4147.059570
	Iteration 9Q: 3 clusters Score -484306.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -484344.375000 Penalty: 4147.059570
	Iteration 10Q: 3 clusters Score -484344.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -484374.468750 Penalty: 4147.059570
	Iteration 11Q: 3 clusters Score -484374.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -484397.593750 Penalty: 4147.059570
	Iteration 12Q: 3 clusters Score -484397.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -484415.531250 Penalty: 4147.059570
	Iteration 13Q: 3 clusters Score -484415.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -484434.875000 Penalty: 4147.059570
	Iteration 14Q: 3 clusters Score -484434.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -484449.687500 Penalty: 4147.059570
	Iteration 15Q: 3 clusters Score -484449.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -484464.093750 Penalty: 4147.059570
	Iteration 16Q: 3 clusters Score -484464.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -484478.093750 Penalty: 4147.059570
	Iteration 17Q: 3 clusters Score -484478.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -484492.125000 Penalty: 4147.059570
	Iteration 18Q: 3 clusters Score -484492.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -484505.312500 Penalty: 4147.059570
	Iteration 19Q: 3 clusters Score -484505.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -484517.093750 Penalty: 4147.059570
	Iteration 20F: 3 clusters Score -484517.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -484527.812500 Penalty: 4147.059570
	Iteration 21Q: 3 clusters Score -484527.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -484538.656250 Penalty: 4147.059570
	Iteration 22Q: 3 clusters Score -484538.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -484549.781250 Penalty: 4147.059570
	Iteration 23Q: 3 clusters Score -484549.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -484560.468750 Penalty: 4147.059570
	Iteration 24Q: 3 clusters Score -484560.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -484572.781250 Penalty: 4147.059570
	Iteration 25Q: 3 clusters Score -484572.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -484588.218750 Penalty: 4147.059570
	Iteration 26Q: 3 clusters Score -484588.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -484607.718750 Penalty: 4147.059570
	Iteration 27Q: 3 clusters Score -484607.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -484625.062500 Penalty: 4147.059570
	Iteration 28Q: 3 clusters Score -484625.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -484644.343750 Penalty: 4147.059570
	Iteration 29Q: 3 clusters Score -484644.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -484668.687500 Penalty: 4147.059570
	Iteration 30Q: 3 clusters Score -484668.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -484696.187500 Penalty: 4147.059570
	Iteration 31Q: 3 clusters Score -484696.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -484724.093750 Penalty: 4147.059570
	Iteration 32Q: 3 clusters Score -484724.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -484755.687500 Penalty: 4147.059570
	Iteration 33Q: 3 clusters Score -484755.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -484787.593750 Penalty: 4147.059570
	Iteration 34Q: 3 clusters Score -484787.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -484824.031250 Penalty: 4147.059570
	Iteration 35Q: 3 clusters Score -484824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -484854.125000 Penalty: 4147.059570
	Iteration 36Q: 3 clusters Score -484854.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -484884.750000 Penalty: 4147.059570
	Iteration 37Q: 3 clusters Score -484884.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -484919.343750 Penalty: 4147.059570
	Iteration 38Q: 3 clusters Score -484919.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -484951.343750 Penalty: 4147.059570
	Iteration 39Q: 3 clusters Score -484951.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -484969.000000 Penalty: 4147.059570
	Iteration 40F: 3 clusters Score -484969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -484984.656250 Penalty: 4147.059570
	Iteration 41Q: 3 clusters Score -484984.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -484995.687500 Penalty: 4147.059570
	Iteration 42Q: 3 clusters Score -484995.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -485002.625000 Penalty: 4147.059570
	Iteration 43Q: 3 clusters Score -485002.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -485011.781250 Penalty: 4147.059570
	Iteration 44Q: 3 clusters Score -485011.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -485016.625000 Penalty: 4147.059570
	Iteration 45Q: 3 clusters Score -485016.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -485024.906250 Penalty: 4147.059570
	Iteration 46Q: 3 clusters Score -485024.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -485029.781250 Penalty: 4147.059570
	Iteration 47Q: 3 clusters Score -485029.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -485039.093750 Penalty: 4147.059570
	Iteration 48Q: 3 clusters Score -485039.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -485043.750000 Penalty: 4147.059570
	Iteration 49Q: 3 clusters Score -485043.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -485047.718750 Penalty: 4147.059570
	Iteration 50Q: 3 clusters Score -485047.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -485051.812500 Penalty: 4147.059570
	Iteration 51Q: 3 clusters Score -485051.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -485053.437500 Penalty: 4147.059570
	Iteration 52Q: 3 clusters Score -485053.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -485056.531250 Penalty: 4147.059570
	Iteration 53Q: 3 clusters Score -485056.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -485056.625000 Penalty: 4147.059570
	Iteration 54Q: 3 clusters Score -485056.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -485056.625000 Penalty: 4147.059570
	Iteration 55F: 3 clusters Score -485056.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Entering Unmasked Estep 
Score: -2378209.250000 Penalty: 2467.194580
	Iteration 0F: 2 clusters Score -2378209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2363514.250000 Penalty: 4934.389160
	Iteration 0F: 3 clusters Score -2363514 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2368479.250000 Penalty: 4934.389160
	Iteration 1F: 3 clusters Score -2368479 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2368848.750000 Penalty: 4934.389160
	Iteration 2Q: 3 clusters Score -2368849 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2369150.750000 Penalty: 4934.389160
	Iteration 3Q: 3 clusters Score -2369151 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -2369436.500000 Penalty: 4934.389160
	Iteration 4Q: 3 clusters Score -2369436 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2369699.500000 Penalty: 4934.389160
	Iteration 5Q: 3 clusters Score -2369700 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2370003.500000 Penalty: 4934.389160
	Iteration 6Q: 3 clusters Score -2370004 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2370425.250000 Penalty: 4934.389160
	Iteration 7Q: 3 clusters Score -2370425 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2371033.250000 Penalty: 4934.389160
	Iteration 8Q: 3 clusters Score -2371033 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2371943.000000 Penalty: 4934.389160
	Iteration 9F: 3 clusters Score -2371943 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2373095.750000 Penalty: 4934.389160
	Iteration 10F: 3 clusters Score -2373096 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2374274.500000 Penalty: 4934.389160
	Iteration 11F: 3 clusters Score -2374274 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2375152.500000 Penalty: 4934.389160
	Iteration 12Q: 3 clusters Score -2375152 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2375603.250000 Penalty: 4934.389160
	Iteration 13Q: 3 clusters Score -2375603 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2375803.250000 Penalty: 4934.389160
	Iteration 14Q: 3 clusters Score -2375803 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2375909.750000 Penalty: 4934.389160
	Iteration 15Q: 3 clusters Score -2375910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2375973.750000 Penalty: 4934.389160
	Iteration 16Q: 3 clusters Score -2375974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -2376012.500000 Penalty: 4934.389160
	Iteration 17Q: 3 clusters Score -2376012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2376037.000000 Penalty: 4934.389160
	Iteration 18Q: 3 clusters Score -2376037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2376046.750000 Penalty: 4934.389160
	Iteration 19Q: 3 clusters Score -2376047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2376054.750000 Penalty: 4934.389160
	Iteration 20F: 3 clusters Score -2376055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2376060.750000 Penalty: 4934.389160
	Iteration 21Q: 3 clusters Score -2376061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2376059.500000 Penalty: 4934.389160
	Iteration 22Q: 3 clusters Score -2376060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2376059.500000 Penalty: 4934.389160
	Iteration 23F: 3 clusters Score -2376060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -29338.046875 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -29338.05 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 171 members 
Entering Unmasked Estep 
Score: -28136.316406 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -28136.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -28390.218750 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -28390.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -28523.181641 Penalty: 2906.950195
	Iteration 2F: 3 clusters Score -28523.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28580.660156 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -28580.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28621.242188 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -28621.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28630.373047 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -28630.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28636.820312 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -28636.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28646.802734 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -28646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28650.361328 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -28650.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -28650.361328 Penalty: 2906.950195
	Iteration 9F: 3 clusters Score -28650.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29158 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3765 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84566 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109972 members 
Mstep: Class 11 contains 42414 members 
Mstep: Class 13 contains 34184 members 
Mstep: Class 14 contains 159851 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 319215 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 20918 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015312.000000 Penalty: 68007.921875
Iteration 279Q: 21 clusters Score -9.801531e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84567 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109972 members 
Mstep: Class 11 contains 42415 members 
Mstep: Class 13 contains 34180 members 
Mstep: Class 14 contains 159857 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29821 members 
Mstep: Class 18 contains 319220 members 
Mstep: Class 19 contains 4273 members 
Mstep: Class 20 contains 20917 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015240.000000 Penalty: 68007.921875
Iteration 280F: 21 clusters Score -9.801524e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29156 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84566 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109974 members 
Mstep: Class 11 contains 42415 members 
Mstep: Class 13 contains 34178 members 
Mstep: Class 14 contains 159865 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 319219 members 
Mstep: Class 19 contains 4267 members 
Mstep: Class 20 contains 20916 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015152.000000 Penalty: 68007.921875
Iteration 281Q: 21 clusters Score -9.801515e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29157 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84569 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109977 members 
Mstep: Class 11 contains 42415 members 
Mstep: Class 13 contains 34177 members 
Mstep: Class 14 contains 159864 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 319223 members 
Mstep: Class 19 contains 4259 members 
Mstep: Class 20 contains 20915 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015168.000000 Penalty: 68007.921875
Iteration 282Q: 21 clusters Score -9.801517e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29159 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84567 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109985 members 
Mstep: Class 11 contains 42417 members 
Mstep: Class 13 contains 34174 members 
Mstep: Class 14 contains 159871 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29823 members 
Mstep: Class 18 contains 319220 members 
Mstep: Class 19 contains 4250 members 
Mstep: Class 20 contains 20912 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015224.000000 Penalty: 68007.921875
Iteration 283Q: 21 clusters Score -9.801522e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29160 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84567 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109992 members 
Mstep: Class 11 contains 42418 members 
Mstep: Class 13 contains 34172 members 
Mstep: Class 14 contains 159870 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29823 members 
Mstep: Class 18 contains 319223 members 
Mstep: Class 19 contains 4244 members 
Mstep: Class 20 contains 20909 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015192.000000 Penalty: 68007.921875
Iteration 284Q: 21 clusters Score -9.801519e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29161 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84567 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 109997 members 
Mstep: Class 11 contains 42419 members 
Mstep: Class 13 contains 34172 members 
Mstep: Class 14 contains 159873 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29823 members 
Mstep: Class 18 contains 319217 members 
Mstep: Class 19 contains 4237 members 
Mstep: Class 20 contains 20912 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015176.000000 Penalty: 68007.921875
Iteration 285Q: 21 clusters Score -9.801518e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29161 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84568 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110005 members 
Mstep: Class 11 contains 42422 members 
Mstep: Class 13 contains 34169 members 
Mstep: Class 14 contains 159872 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29827 members 
Mstep: Class 18 contains 319211 members 
Mstep: Class 19 contains 4231 members 
Mstep: Class 20 contains 20912 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015248.000000 Penalty: 68007.921875
Iteration 286Q: 21 clusters Score -9.801525e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29161 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84568 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110012 members 
Mstep: Class 11 contains 42423 members 
Mstep: Class 13 contains 34170 members 
Mstep: Class 14 contains 159871 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29827 members 
Mstep: Class 18 contains 319209 members 
Mstep: Class 19 contains 4227 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015200.000000 Penalty: 68007.921875
Iteration 287Q: 21 clusters Score -9.80152e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29161 members 
Mstep: Class 3 contains 29261 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84568 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110018 members 
Mstep: Class 11 contains 42423 members 
Mstep: Class 13 contains 34169 members 
Mstep: Class 14 contains 159868 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29824 members 
Mstep: Class 18 contains 319215 members 
Mstep: Class 19 contains 4221 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015216.000000 Penalty: 68007.921875
Iteration 288Q: 21 clusters Score -9.801522e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29160 members 
Mstep: Class 3 contains 29261 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84569 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110017 members 
Mstep: Class 11 contains 42423 members 
Mstep: Class 13 contains 34169 members 
Mstep: Class 14 contains 159867 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29825 members 
Mstep: Class 18 contains 319215 members 
Mstep: Class 19 contains 4223 members 
Mstep: Class 20 contains 20909 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015256.000000 Penalty: 68007.921875
Iteration 289Q: 21 clusters Score -9.801526e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29160 members 
Mstep: Class 3 contains 29261 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84570 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110019 members 
Mstep: Class 11 contains 42425 members 
Mstep: Class 13 contains 34169 members 
Mstep: Class 14 contains 159870 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29825 members 
Mstep: Class 18 contains 319215 members 
Mstep: Class 19 contains 4214 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015280.000000 Penalty: 68007.921875
Iteration 290Q: 21 clusters Score -9.801528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29160 members 
Mstep: Class 3 contains 29261 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7844 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84570 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110016 members 
Mstep: Class 11 contains 42427 members 
Mstep: Class 13 contains 34168 members 
Mstep: Class 14 contains 159868 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29825 members 
Mstep: Class 18 contains 319220 members 
Mstep: Class 19 contains 4213 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015240.000000 Penalty: 68007.921875
Iteration 291Q: 21 clusters Score -9.801524e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29160 members 
Mstep: Class 3 contains 29262 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84570 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110017 members 
Mstep: Class 11 contains 42427 members 
Mstep: Class 13 contains 34167 members 
Mstep: Class 14 contains 159866 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29825 members 
Mstep: Class 18 contains 319223 members 
Mstep: Class 19 contains 4211 members 
Mstep: Class 20 contains 20911 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015240.000000 Penalty: 68007.921875
Iteration 292Q: 21 clusters Score -9.801524e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29161 members 
Mstep: Class 3 contains 29262 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84570 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110024 members 
Mstep: Class 11 contains 42427 members 
Mstep: Class 13 contains 34168 members 
Mstep: Class 14 contains 159863 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29825 members 
Mstep: Class 18 contains 319226 members 
Mstep: Class 19 contains 4201 members 
Mstep: Class 20 contains 20912 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015160.000000 Penalty: 68007.921875
Iteration 293Q: 21 clusters Score -9.801516e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29162 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84571 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110029 members 
Mstep: Class 11 contains 42426 members 
Mstep: Class 13 contains 34167 members 
Mstep: Class 14 contains 159854 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29824 members 
Mstep: Class 18 contains 319231 members 
Mstep: Class 19 contains 4200 members 
Mstep: Class 20 contains 20912 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015184.000000 Penalty: 68007.921875
Iteration 294Q: 21 clusters Score -9.801518e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29165 members 
Mstep: Class 3 contains 29262 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84573 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110032 members 
Mstep: Class 11 contains 42425 members 
Mstep: Class 13 contains 34164 members 
Mstep: Class 14 contains 159851 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29823 members 
Mstep: Class 18 contains 319230 members 
Mstep: Class 19 contains 4202 members 
Mstep: Class 20 contains 20912 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015184.000000 Penalty: 68007.921875
Iteration 295Q: 21 clusters Score -9.801518e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29166 members 
Mstep: Class 3 contains 29261 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84575 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110031 members 
Mstep: Class 11 contains 42427 members 
Mstep: Class 13 contains 34163 members 
Mstep: Class 14 contains 159849 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29822 members 
Mstep: Class 18 contains 319231 members 
Mstep: Class 19 contains 4202 members 
Mstep: Class 20 contains 20912 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015144.000000 Penalty: 68007.921875
Iteration 296Q: 21 clusters Score -9.801514e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29167 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3764 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84576 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110028 members 
Mstep: Class 11 contains 42428 members 
Mstep: Class 13 contains 34161 members 
Mstep: Class 14 contains 159847 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29821 members 
Mstep: Class 18 contains 319234 members 
Mstep: Class 19 contains 4205 members 
Mstep: Class 20 contains 20912 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015176.000000 Penalty: 68007.921875
Iteration 297Q: 21 clusters Score -9.801518e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29169 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3763 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84578 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110028 members 
Mstep: Class 11 contains 42428 members 
Mstep: Class 13 contains 34158 members 
Mstep: Class 14 contains 159842 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29818 members 
Mstep: Class 18 contains 319240 members 
Mstep: Class 19 contains 4207 members 
Mstep: Class 20 contains 20912 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015080.000000 Penalty: 68007.921875
Iteration 298Q: 21 clusters Score -9.801508e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3763 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110023 members 
Mstep: Class 11 contains 42430 members 
Mstep: Class 13 contains 34155 members 
Mstep: Class 14 contains 159844 members 
Mstep: Class 15 contains 9267 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29814 members 
Mstep: Class 18 contains 319241 members 
Mstep: Class 19 contains 4210 members 
Mstep: Class 20 contains 20912 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015128.000000 Penalty: 68007.921875
Iteration 299Q: 21 clusters Score -9.801513e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3763 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84578 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110020 members 
Mstep: Class 11 contains 42431 members 
Mstep: Class 13 contains 34155 members 
Mstep: Class 14 contains 159851 members 
Mstep: Class 15 contains 9266 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29813 members 
Mstep: Class 18 contains 319237 members 
Mstep: Class 19 contains 4213 members 
Mstep: Class 20 contains 20912 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015056.000000 Penalty: 68007.921875
Iteration 300F: 21 clusters Score -9.801506e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84577 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110023 members 
Mstep: Class 11 contains 42430 members 
Mstep: Class 13 contains 34157 members 
Mstep: Class 14 contains 159852 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29814 members 
Mstep: Class 18 contains 319237 members 
Mstep: Class 19 contains 4211 members 
Mstep: Class 20 contains 20912 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015120.000000 Penalty: 68007.921875
Iteration 301Q: 21 clusters Score -9.801512e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29260 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84578 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110023 members 
Mstep: Class 11 contains 42430 members 
Mstep: Class 13 contains 34155 members 
Mstep: Class 14 contains 159846 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29815 members 
Mstep: Class 18 contains 319240 members 
Mstep: Class 19 contains 4215 members 
Mstep: Class 20 contains 20912 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015200.000000 Penalty: 68007.921875
Iteration 302Q: 21 clusters Score -9.80152e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29261 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110024 members 
Mstep: Class 11 contains 42430 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159841 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29815 members 
Mstep: Class 18 contains 319242 members 
Mstep: Class 19 contains 4218 members 
Mstep: Class 20 contains 20911 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015216.000000 Penalty: 68007.921875
Iteration 303Q: 21 clusters Score -9.801522e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29261 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84582 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110027 members 
Mstep: Class 11 contains 42429 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159836 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29815 members 
Mstep: Class 18 contains 319239 members 
Mstep: Class 19 contains 4221 members 
Mstep: Class 20 contains 20911 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015232.000000 Penalty: 68007.921875
Iteration 304Q: 21 clusters Score -9.801523e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29172 members 
Mstep: Class 3 contains 29264 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84581 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110029 members 
Mstep: Class 11 contains 42429 members 
Mstep: Class 13 contains 34151 members 
Mstep: Class 14 contains 159831 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29815 members 
Mstep: Class 18 contains 319237 members 
Mstep: Class 19 contains 4222 members 
Mstep: Class 20 contains 20913 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015224.000000 Penalty: 68007.921875
Iteration 305Q: 21 clusters Score -9.801522e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29169 members 
Mstep: Class 3 contains 29264 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84581 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110033 members 
Mstep: Class 11 contains 42430 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159829 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29814 members 
Mstep: Class 18 contains 319237 members 
Mstep: Class 19 contains 4219 members 
Mstep: Class 20 contains 20916 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015304.000000 Penalty: 68007.921875
Iteration 306Q: 21 clusters Score -9.80153e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29168 members 
Mstep: Class 3 contains 29265 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110035 members 
Mstep: Class 11 contains 42430 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159831 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29813 members 
Mstep: Class 18 contains 319240 members 
Mstep: Class 19 contains 4213 members 
Mstep: Class 20 contains 20918 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015304.000000 Penalty: 68007.921875
Iteration 307Q: 21 clusters Score -9.80153e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29169 members 
Mstep: Class 3 contains 29265 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110038 members 
Mstep: Class 11 contains 42429 members 
Mstep: Class 13 contains 34151 members 
Mstep: Class 14 contains 159831 members 
Mstep: Class 15 contains 9265 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29812 members 
Mstep: Class 18 contains 319244 members 
Mstep: Class 19 contains 4210 members 
Mstep: Class 20 contains 20916 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015312.000000 Penalty: 68007.921875
Iteration 308Q: 21 clusters Score -9.801531e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29169 members 
Mstep: Class 3 contains 29265 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84578 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110041 members 
Mstep: Class 11 contains 42429 members 
Mstep: Class 13 contains 34150 members 
Mstep: Class 14 contains 159832 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29813 members 
Mstep: Class 18 contains 319247 members 
Mstep: Class 19 contains 4208 members 
Mstep: Class 20 contains 20913 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015360.000000 Penalty: 68007.921875
Iteration 309Q: 21 clusters Score -9.801536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29169 members 
Mstep: Class 3 contains 29266 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84578 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110044 members 
Mstep: Class 11 contains 42429 members 
Mstep: Class 13 contains 34150 members 
Mstep: Class 14 contains 159830 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29814 members 
Mstep: Class 18 contains 319248 members 
Mstep: Class 19 contains 4209 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015384.000000 Penalty: 68007.921875
Iteration 310Q: 21 clusters Score -9.801538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29169 members 
Mstep: Class 3 contains 29267 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110044 members 
Mstep: Class 11 contains 42431 members 
Mstep: Class 13 contains 34150 members 
Mstep: Class 14 contains 159827 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29816 members 
Mstep: Class 18 contains 319246 members 
Mstep: Class 19 contains 4208 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015384.000000 Penalty: 68007.921875
Iteration 311Q: 21 clusters Score -9.801538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29170 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110044 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34150 members 
Mstep: Class 14 contains 159822 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29816 members 
Mstep: Class 18 contains 319247 members 
Mstep: Class 19 contains 4208 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015384.000000 Penalty: 68007.921875
Iteration 312Q: 21 clusters Score -9.801538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110045 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34150 members 
Mstep: Class 14 contains 159819 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29816 members 
Mstep: Class 18 contains 319252 members 
Mstep: Class 19 contains 4204 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015392.000000 Penalty: 68007.921875
Iteration 313Q: 21 clusters Score -9.801539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84581 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110047 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159817 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29816 members 
Mstep: Class 18 contains 319254 members 
Mstep: Class 19 contains 4199 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015408.000000 Penalty: 68007.921875
Iteration 314Q: 21 clusters Score -9.801541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84581 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110045 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159816 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29816 members 
Mstep: Class 18 contains 319257 members 
Mstep: Class 19 contains 4199 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015384.000000 Penalty: 68007.921875
Iteration 315Q: 21 clusters Score -9.801538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84581 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110045 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159814 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29815 members 
Mstep: Class 18 contains 319259 members 
Mstep: Class 19 contains 4199 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015408.000000 Penalty: 68007.921875
Iteration 316Q: 21 clusters Score -9.801541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84581 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110042 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159813 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29814 members 
Mstep: Class 18 contains 319259 members 
Mstep: Class 19 contains 4204 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015400.000000 Penalty: 68007.921875
Iteration 317Q: 21 clusters Score -9.80154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84581 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110039 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159811 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29814 members 
Mstep: Class 18 contains 319263 members 
Mstep: Class 19 contains 4205 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015448.000000 Penalty: 68007.921875
Iteration 318Q: 21 clusters Score -9.801545e+07 nChanged 7
Entering ConstructFrom: 
Score: -98015448.000000 Penalty: 68007.921875
Entering ConstructFrom: 
Trying to split cluster 1 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -146203.390625 Penalty: 1811.019165
	Iteration 0F: 2 clusters Score -146203.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -144107.968750 Penalty: 3622.038330
	Iteration 0F: 3 clusters Score -144108 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -144753.703125 Penalty: 3622.038330
	Iteration 1F: 3 clusters Score -144753.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -145112.734375 Penalty: 3622.038330
	Iteration 2F: 3 clusters Score -145112.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -145418.843750 Penalty: 3622.038330
	Iteration 3F: 3 clusters Score -145418.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -145707.140625 Penalty: 3622.038330
	Iteration 4F: 3 clusters Score -145707.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -145860.000000 Penalty: 3622.038330
	Iteration 5F: 3 clusters Score -145860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -145968.531250 Penalty: 3622.038330
	Iteration 6Q: 3 clusters Score -145968.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -146110.859375 Penalty: 3622.038330
	Iteration 7Q: 3 clusters Score -146110.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -146288.421875 Penalty: 3622.038330
	Iteration 8Q: 3 clusters Score -146288.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -146475.015625 Penalty: 3622.038330
	Iteration 9F: 3 clusters Score -146475 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -146590.359375 Penalty: 3622.038330
	Iteration 10Q: 3 clusters Score -146590.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -146643.968750 Penalty: 3622.038330
	Iteration 11Q: 3 clusters Score -146644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -146674.593750 Penalty: 3622.038330
	Iteration 12Q: 3 clusters Score -146674.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -146689.890625 Penalty: 3622.038330
	Iteration 13Q: 3 clusters Score -146689.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -146700.921875 Penalty: 3622.038330
	Iteration 14Q: 3 clusters Score -146700.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -146706.578125 Penalty: 3622.038330
	Iteration 15Q: 3 clusters Score -146706.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -146710.593750 Penalty: 3622.038330
	Iteration 16Q: 3 clusters Score -146710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -146711.421875 Penalty: 3622.038330
	Iteration 17Q: 3 clusters Score -146711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -146711.421875 Penalty: 3622.038330
	Iteration 18F: 3 clusters Score -146711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84581 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110039 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 12 contains 1025 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159809 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29812 members 
Mstep: Class 18 contains 319266 members 
Mstep: Class 19 contains 4206 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98014656.000000 Penalty: 71408.312500
Splitting cluster 1 changes total score from -98015448.000000 to -98014656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (29171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Entering Unmasked Estep 
Score: -3060851.500000 Penalty: 2549.670654
	Iteration 0F: 2 clusters Score -3060852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3040950.250000 Penalty: 5099.341309
	Iteration 0F: 3 clusters Score -3040950 nChanged 13145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -3048142.750000 Penalty: 5099.341309
	Iteration 1F: 3 clusters Score -3048143 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -3048915.250000 Penalty: 5099.341309
	Iteration 2F: 3 clusters Score -3048915 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3049756.250000 Penalty: 5099.341309
	Iteration 3F: 3 clusters Score -3049756 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3050652.250000 Penalty: 5099.341309
	Iteration 4F: 3 clusters Score -3050652 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -3051622.500000 Penalty: 5099.341309
	Iteration 5F: 3 clusters Score -3051622 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3052606.250000 Penalty: 5099.341309
	Iteration 6F: 3 clusters Score -3052606 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3053558.000000 Penalty: 5099.341309
	Iteration 7F: 3 clusters Score -3053558 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -3054329.000000 Penalty: 5099.341309
	Iteration 8F: 3 clusters Score -3054329 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -3054995.000000 Penalty: 5099.341309
	Iteration 9Q: 3 clusters Score -3054995 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -3055648.500000 Penalty: 5099.341309
	Iteration 10Q: 3 clusters Score -3055648 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -3056229.000000 Penalty: 5099.341309
	Iteration 11Q: 3 clusters Score -3056229 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -3056667.500000 Penalty: 5099.341309
	Iteration 12Q: 3 clusters Score -3056668 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -3057006.500000 Penalty: 5099.341309
	Iteration 13Q: 3 clusters Score -3057006 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -3057294.750000 Penalty: 5099.341309
	Iteration 14Q: 3 clusters Score -3057295 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3057521.000000 Penalty: 5099.341309
	Iteration 15Q: 3 clusters Score -3057521 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -3057732.000000 Penalty: 5099.341309
	Iteration 16Q: 3 clusters Score -3057732 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3057920.250000 Penalty: 5099.341309
	Iteration 17Q: 3 clusters Score -3057920 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3058128.750000 Penalty: 5099.341309
	Iteration 18Q: 3 clusters Score -3058129 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3058329.000000 Penalty: 5099.341309
	Iteration 19Q: 3 clusters Score -3058329 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3058513.500000 Penalty: 5099.341309
	Iteration 20F: 3 clusters Score -3058514 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -3058694.500000 Penalty: 5099.341309
	Iteration 21Q: 3 clusters Score -3058694 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3058844.250000 Penalty: 5099.341309
	Iteration 22Q: 3 clusters Score -3058844 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -3059014.250000 Penalty: 5099.341309
	Iteration 23Q: 3 clusters Score -3059014 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3059174.250000 Penalty: 5099.341309
	Iteration 24Q: 3 clusters Score -3059174 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -3059355.000000 Penalty: 5099.341309
	Iteration 25Q: 3 clusters Score -3059355 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3059514.000000 Penalty: 5099.341309
	Iteration 26Q: 3 clusters Score -3059514 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3059653.500000 Penalty: 5099.341309
	Iteration 27Q: 3 clusters Score -3059654 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -3059774.500000 Penalty: 5099.341309
	Iteration 28Q: 3 clusters Score -3059774 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -3059901.250000 Penalty: 5099.341309
	Iteration 29Q: 3 clusters Score -3059901 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3059983.500000 Penalty: 5099.341309
	Iteration 30Q: 3 clusters Score -3059984 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -3060065.750000 Penalty: 5099.341309
	Iteration 31Q: 3 clusters Score -3060066 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3060130.500000 Penalty: 5099.341309
	Iteration 32Q: 3 clusters Score -3060130 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3060178.500000 Penalty: 5099.341309
	Iteration 33Q: 3 clusters Score -3060178 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3060216.000000 Penalty: 5099.341309
	Iteration 34Q: 3 clusters Score -3060216 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -3060239.000000 Penalty: 5099.341309
	Iteration 35Q: 3 clusters Score -3060239 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -3060258.000000 Penalty: 5099.341309
	Iteration 36Q: 3 clusters Score -3060258 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3060269.750000 Penalty: 5099.341309
	Iteration 37Q: 3 clusters Score -3060270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3060277.500000 Penalty: 5099.341309
	Iteration 38Q: 3 clusters Score -3060278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -3060290.250000 Penalty: 5099.341309
	Iteration 39Q: 3 clusters Score -3060290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -3060295.000000 Penalty: 5099.341309
	Iteration 40F: 3 clusters Score -3060295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -3060296.000000 Penalty: 5099.341309
	Iteration 41Q: 3 clusters Score -3060296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -3060300.500000 Penalty: 5099.341309
	Iteration 42Q: 3 clusters Score -3060300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -3060307.750000 Penalty: 5099.341309
	Iteration 43Q: 3 clusters Score -3060308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -3060305.250000 Penalty: 5099.341309
	Iteration 44Q: 3 clusters Score -3060305 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3060309.500000 Penalty: 5099.341309
	Iteration 45Q: 3 clusters Score -3060310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3060309.750000 Penalty: 5099.341309
	Iteration 46Q: 3 clusters Score -3060310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -3060309.750000 Penalty: 5099.341309
	Iteration 47Q: 3 clusters Score -3060310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3060314.500000 Penalty: 5099.341309
	Iteration 48Q: 3 clusters Score -3060314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3060313.500000 Penalty: 5099.341309
	Iteration 49Q: 3 clusters Score -3060314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -3060318.750000 Penalty: 5099.341309
	Iteration 50Q: 3 clusters Score -3060319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -3060318.500000 Penalty: 5099.341309
	Iteration 51Q: 3 clusters Score -3060318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3060318.000000 Penalty: 5099.341309
	Iteration 52Q: 3 clusters Score -3060318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -3060324.500000 Penalty: 5099.341309
	Iteration 53Q: 3 clusters Score -3060324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3060333.000000 Penalty: 5099.341309
	Iteration 54Q: 3 clusters Score -3060333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3060335.500000 Penalty: 5099.341309
	Iteration 55Q: 3 clusters Score -3060336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3060337.000000 Penalty: 5099.341309
	Iteration 56Q: 3 clusters Score -3060337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -3060339.250000 Penalty: 5099.341309
	Iteration 57Q: 3 clusters Score -3060339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3060344.000000 Penalty: 5099.341309
	Iteration 58Q: 3 clusters Score -3060344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -3060343.250000 Penalty: 5099.341309
	Iteration 59Q: 3 clusters Score -3060343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3060345.250000 Penalty: 5099.341309
	Iteration 60F: 3 clusters Score -3060345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -3060341.500000 Penalty: 5099.341309
	Iteration 61Q: 3 clusters Score -3060342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3060345.000000 Penalty: 5099.341309
	Iteration 62Q: 3 clusters Score -3060345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3060345.000000 Penalty: 5099.341309
	Iteration 63F: 3 clusters Score -3060345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Entering Unmasked Estep 
Score: -3277322.500000 Penalty: 2550.494141
	Iteration 0F: 2 clusters Score -3277322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3257239.250000 Penalty: 5100.988281
	Iteration 0F: 3 clusters Score -3257239 nChanged 13198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3264283.000000 Penalty: 5100.988281
	Iteration 1F: 3 clusters Score -3264283 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -3264747.500000 Penalty: 5100.988281
	Iteration 2Q: 3 clusters Score -3264748 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3265137.500000 Penalty: 5100.988281
	Iteration 3Q: 3 clusters Score -3265138 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -3265501.250000 Penalty: 5100.988281
	Iteration 4Q: 3 clusters Score -3265501 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3265881.000000 Penalty: 5100.988281
	Iteration 5Q: 3 clusters Score -3265881 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3266383.250000 Penalty: 5100.988281
	Iteration 6Q: 3 clusters Score -3266383 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -3267040.750000 Penalty: 5100.988281
	Iteration 7Q: 3 clusters Score -3267041 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3267854.000000 Penalty: 5100.988281
	Iteration 8Q: 3 clusters Score -3267854 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3268897.250000 Penalty: 5100.988281
	Iteration 9F: 3 clusters Score -3268897 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -3270115.250000 Penalty: 5100.988281
	Iteration 10F: 3 clusters Score -3270115 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -3271344.750000 Penalty: 5100.988281
	Iteration 11Q: 3 clusters Score -3271345 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -3272378.750000 Penalty: 5100.988281
	Iteration 12Q: 3 clusters Score -3272379 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -3273184.500000 Penalty: 5100.988281
	Iteration 13Q: 3 clusters Score -3273184 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3273734.500000 Penalty: 5100.988281
	Iteration 14Q: 3 clusters Score -3273734 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -3274155.750000 Penalty: 5100.988281
	Iteration 15Q: 3 clusters Score -3274156 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3274473.250000 Penalty: 5100.988281
	Iteration 16Q: 3 clusters Score -3274473 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -3274715.000000 Penalty: 5100.988281
	Iteration 17Q: 3 clusters Score -3274715 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -3274870.000000 Penalty: 5100.988281
	Iteration 18Q: 3 clusters Score -3274870 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3274981.250000 Penalty: 5100.988281
	Iteration 19Q: 3 clusters Score -3274981 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3275053.500000 Penalty: 5100.988281
	Iteration 20F: 3 clusters Score -3275054 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3275118.750000 Penalty: 5100.988281
	Iteration 21Q: 3 clusters Score -3275119 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3275177.500000 Penalty: 5100.988281
	Iteration 22Q: 3 clusters Score -3275178 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3275219.500000 Penalty: 5100.988281
	Iteration 23Q: 3 clusters Score -3275220 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -3275243.250000 Penalty: 5100.988281
	Iteration 24Q: 3 clusters Score -3275243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3275240.750000 Penalty: 5100.988281
	Iteration 25Q: 3 clusters Score -3275241 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3275244.250000 Penalty: 5100.988281
	Iteration 26Q: 3 clusters Score -3275244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3275260.000000 Penalty: 5100.988281
	Iteration 27Q: 3 clusters Score -3275260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3275270.750000 Penalty: 5100.988281
	Iteration 28Q: 3 clusters Score -3275271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3275275.000000 Penalty: 5100.988281
	Iteration 29Q: 3 clusters Score -3275275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3275276.500000 Penalty: 5100.988281
	Iteration 30Q: 3 clusters Score -3275276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -3275277.000000 Penalty: 5100.988281
	Iteration 31Q: 3 clusters Score -3275277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -3275277.000000 Penalty: 5100.988281
	Iteration 32Q: 3 clusters Score -3275277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3275277.250000 Penalty: 5100.988281
	Iteration 33Q: 3 clusters Score -3275277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3275274.750000 Penalty: 5100.988281
	Iteration 34Q: 3 clusters Score -3275275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3275283.750000 Penalty: 5100.988281
	Iteration 35Q: 3 clusters Score -3275284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -3275286.250000 Penalty: 5100.988281
	Iteration 36Q: 3 clusters Score -3275286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -3275284.500000 Penalty: 5100.988281
	Iteration 37Q: 3 clusters Score -3275284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3275289.250000 Penalty: 5100.988281
	Iteration 38Q: 3 clusters Score -3275289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3275292.500000 Penalty: 5100.988281
	Iteration 39Q: 3 clusters Score -3275292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3275288.500000 Penalty: 5100.988281
	Iteration 40F: 3 clusters Score -3275288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3275292.250000 Penalty: 5100.988281
	Iteration 41Q: 3 clusters Score -3275292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3275296.000000 Penalty: 5100.988281
	Iteration 42Q: 3 clusters Score -3275296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -3275290.750000 Penalty: 5100.988281
	Iteration 43Q: 3 clusters Score -3275291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3275293.250000 Penalty: 5100.988281
	Iteration 44Q: 3 clusters Score -3275293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3275296.500000 Penalty: 5100.988281
	Iteration 45Q: 3 clusters Score -3275296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3275297.000000 Penalty: 5100.988281
	Iteration 46Q: 3 clusters Score -3275297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3275286.250000 Penalty: 5100.988281
	Iteration 47Q: 3 clusters Score -3275286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -3275286.250000 Penalty: 5100.988281
	Iteration 48F: 3 clusters Score -3275286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Entering Unmasked Estep 
Score: -396757.625000 Penalty: 2041.711060
	Iteration 0F: 2 clusters Score -396757.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -392999.406250 Penalty: 4083.422119
	Iteration 0F: 3 clusters Score -392999.4 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -393814.468750 Penalty: 4083.422119
	Iteration 1F: 3 clusters Score -393814.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -394000.562500 Penalty: 4083.422119
	Iteration 2F: 3 clusters Score -394000.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -394107.718750 Penalty: 4083.422119
	Iteration 3Q: 3 clusters Score -394107.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -394178.812500 Penalty: 4083.422119
	Iteration 4Q: 3 clusters Score -394178.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -394226.531250 Penalty: 4083.422119
	Iteration 5Q: 3 clusters Score -394226.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -394270.000000 Penalty: 4083.422119
	Iteration 6Q: 3 clusters Score -394270 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -394321.625000 Penalty: 4083.422119
	Iteration 7Q: 3 clusters Score -394321.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -394370.093750 Penalty: 4083.422119
	Iteration 8Q: 3 clusters Score -394370.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -394432.531250 Penalty: 4083.422119
	Iteration 9Q: 3 clusters Score -394432.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -394503.468750 Penalty: 4083.422119
	Iteration 10Q: 3 clusters Score -394503.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -394593.093750 Penalty: 4083.422119
	Iteration 11Q: 3 clusters Score -394593.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -394737.562500 Penalty: 4083.422119
	Iteration 12Q: 3 clusters Score -394737.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -394903.375000 Penalty: 4083.422119
	Iteration 13Q: 3 clusters Score -394903.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -395045.125000 Penalty: 4083.422119
	Iteration 14Q: 3 clusters Score -395045.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -395161.750000 Penalty: 4083.422119
	Iteration 15Q: 3 clusters Score -395161.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -395246.718750 Penalty: 4083.422119
	Iteration 16Q: 3 clusters Score -395246.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -395320.156250 Penalty: 4083.422119
	Iteration 17Q: 3 clusters Score -395320.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -395386.906250 Penalty: 4083.422119
	Iteration 18Q: 3 clusters Score -395386.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -395450.406250 Penalty: 4083.422119
	Iteration 19Q: 3 clusters Score -395450.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -395524.156250 Penalty: 4083.422119
	Iteration 20F: 3 clusters Score -395524.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -395592.218750 Penalty: 4083.422119
	Iteration 21Q: 3 clusters Score -395592.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -395653.781250 Penalty: 4083.422119
	Iteration 22Q: 3 clusters Score -395653.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -395718.312500 Penalty: 4083.422119
	Iteration 23Q: 3 clusters Score -395718.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -395783.906250 Penalty: 4083.422119
	Iteration 24Q: 3 clusters Score -395783.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -395843.281250 Penalty: 4083.422119
	Iteration 25Q: 3 clusters Score -395843.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -395886.593750 Penalty: 4083.422119
	Iteration 26Q: 3 clusters Score -395886.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -395922.812500 Penalty: 4083.422119
	Iteration 27Q: 3 clusters Score -395922.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -395945.375000 Penalty: 4083.422119
	Iteration 28Q: 3 clusters Score -395945.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -395967.343750 Penalty: 4083.422119
	Iteration 29Q: 3 clusters Score -395967.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -395989.906250 Penalty: 4083.422119
	Iteration 30Q: 3 clusters Score -395989.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -396011.156250 Penalty: 4083.422119
	Iteration 31Q: 3 clusters Score -396011.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -396024.093750 Penalty: 4083.422119
	Iteration 32Q: 3 clusters Score -396024.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -396031.531250 Penalty: 4083.422119
	Iteration 33Q: 3 clusters Score -396031.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -396039.843750 Penalty: 4083.422119
	Iteration 34Q: 3 clusters Score -396039.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -396046.187500 Penalty: 4083.422119
	Iteration 35Q: 3 clusters Score -396046.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -396048.468750 Penalty: 4083.422119
	Iteration 36Q: 3 clusters Score -396048.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -396050.531250 Penalty: 4083.422119
	Iteration 37Q: 3 clusters Score -396050.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -396057.375000 Penalty: 4083.422119
	Iteration 38Q: 3 clusters Score -396057.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -396060.687500 Penalty: 4083.422119
	Iteration 39Q: 3 clusters Score -396060.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -396063.718750 Penalty: 4083.422119
	Iteration 40F: 3 clusters Score -396063.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -396067.281250 Penalty: 4083.422119
	Iteration 41Q: 3 clusters Score -396067.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -396069.937500 Penalty: 4083.422119
	Iteration 42Q: 3 clusters Score -396069.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -396073.718750 Penalty: 4083.422119
	Iteration 43Q: 3 clusters Score -396073.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -396080.218750 Penalty: 4083.422119
	Iteration 44Q: 3 clusters Score -396080.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -396083.125000 Penalty: 4083.422119
	Iteration 45Q: 3 clusters Score -396083.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -396087.968750 Penalty: 4083.422119
	Iteration 46Q: 3 clusters Score -396088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -396091.218750 Penalty: 4083.422119
	Iteration 47Q: 3 clusters Score -396091.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -396094.531250 Penalty: 4083.422119
	Iteration 48Q: 3 clusters Score -396094.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -396097.000000 Penalty: 4083.422119
	Iteration 49Q: 3 clusters Score -396097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -396099.843750 Penalty: 4083.422119
	Iteration 50Q: 3 clusters Score -396099.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -396101.906250 Penalty: 4083.422119
	Iteration 51Q: 3 clusters Score -396101.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -396102.843750 Penalty: 4083.422119
	Iteration 52Q: 3 clusters Score -396102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -396104.468750 Penalty: 4083.422119
	Iteration 53Q: 3 clusters Score -396104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -396105.000000 Penalty: 4083.422119
	Iteration 54Q: 3 clusters Score -396105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -396105.500000 Penalty: 4083.422119
	Iteration 55Q: 3 clusters Score -396105.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -396106.000000 Penalty: 4083.422119
	Iteration 56Q: 3 clusters Score -396106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -396106.000000 Penalty: 4083.422119
	Iteration 57F: 3 clusters Score -396106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Entering Unmasked Estep 
Score: -749913.250000 Penalty: 2223.909424
	Iteration 0F: 2 clusters Score -749913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -743626.812500 Penalty: 4447.818848
	Iteration 0F: 3 clusters Score -743626.8 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -745462.375000 Penalty: 4447.818848
	Iteration 1F: 3 clusters Score -745462.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -745861.687500 Penalty: 4447.818848
	Iteration 2F: 3 clusters Score -745861.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -746354.750000 Penalty: 4447.818848
	Iteration 3F: 3 clusters Score -746354.8 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -747047.312500 Penalty: 4447.818848
	Iteration 4F: 3 clusters Score -747047.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -747925.437500 Penalty: 4447.818848
	Iteration 5F: 3 clusters Score -747925.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -748659.437500 Penalty: 4447.818848
	Iteration 6F: 3 clusters Score -748659.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -749191.687500 Penalty: 4447.818848
	Iteration 7F: 3 clusters Score -749191.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -749565.500000 Penalty: 4447.818848
	Iteration 8Q: 3 clusters Score -749565.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -749835.250000 Penalty: 4447.818848
	Iteration 9Q: 3 clusters Score -749835.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -750050.625000 Penalty: 4447.818848
	Iteration 10Q: 3 clusters Score -750050.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -750274.875000 Penalty: 4447.818848
	Iteration 11Q: 3 clusters Score -750274.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -750464.437500 Penalty: 4447.818848
	Iteration 12Q: 3 clusters Score -750464.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -750613.562500 Penalty: 4447.818848
	Iteration 13Q: 3 clusters Score -750613.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -750727.937500 Penalty: 4447.818848
	Iteration 14Q: 3 clusters Score -750727.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -750824.125000 Penalty: 4447.818848
	Iteration 15Q: 3 clusters Score -750824.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -750920.937500 Penalty: 4447.818848
	Iteration 16Q: 3 clusters Score -750920.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -750994.125000 Penalty: 4447.818848
	Iteration 17Q: 3 clusters Score -750994.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -751031.750000 Penalty: 4447.818848
	Iteration 18Q: 3 clusters Score -751031.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -751055.937500 Penalty: 4447.818848
	Iteration 19Q: 3 clusters Score -751055.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -751074.437500 Penalty: 4447.818848
	Iteration 20F: 3 clusters Score -751074.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -751091.875000 Penalty: 4447.818848
	Iteration 21Q: 3 clusters Score -751091.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -751103.687500 Penalty: 4447.818848
	Iteration 22Q: 3 clusters Score -751103.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -751124.750000 Penalty: 4447.818848
	Iteration 23Q: 3 clusters Score -751124.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -751149.125000 Penalty: 4447.818848
	Iteration 24Q: 3 clusters Score -751149.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -751166.187500 Penalty: 4447.818848
	Iteration 25Q: 3 clusters Score -751166.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -751172.812500 Penalty: 4447.818848
	Iteration 26Q: 3 clusters Score -751172.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -751180.000000 Penalty: 4447.818848
	Iteration 27Q: 3 clusters Score -751180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -751183.875000 Penalty: 4447.818848
	Iteration 28Q: 3 clusters Score -751183.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -751187.250000 Penalty: 4447.818848
	Iteration 29Q: 3 clusters Score -751187.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -751191.125000 Penalty: 4447.818848
	Iteration 30Q: 3 clusters Score -751191.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -751199.687500 Penalty: 4447.818848
	Iteration 31Q: 3 clusters Score -751199.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -751205.812500 Penalty: 4447.818848
	Iteration 32Q: 3 clusters Score -751205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -751206.500000 Penalty: 4447.818848
	Iteration 33Q: 3 clusters Score -751206.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -751210.250000 Penalty: 4447.818848
	Iteration 34Q: 3 clusters Score -751210.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -751210.312500 Penalty: 4447.818848
	Iteration 35Q: 3 clusters Score -751210.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -751209.000000 Penalty: 4447.818848
	Iteration 36Q: 3 clusters Score -751209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -751209.812500 Penalty: 4447.818848
	Iteration 37Q: 3 clusters Score -751209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -751209.500000 Penalty: 4447.818848
	Iteration 38Q: 3 clusters Score -751209.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -751209.500000 Penalty: 4447.818848
	Iteration 39F: 3 clusters Score -751209.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 2480 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84581 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110039 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 12 contains 5363 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159809 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29812 members 
Mstep: Class 18 contains 319266 members 
Mstep: Class 19 contains 4206 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98015128.000000 Penalty: 71408.312500
Splitting cluster 5 changes total score from -98015448.000000 to -98015128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Entering Unmasked Estep 
Score: -941086.250000 Penalty: 2245.082031
	Iteration 0F: 2 clusters Score -941086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -934367.750000 Penalty: 4490.164062
	Iteration 0F: 3 clusters Score -934367.8 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -936156.937500 Penalty: 4490.164062
	Iteration 1F: 3 clusters Score -936156.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -936404.062500 Penalty: 4490.164062
	Iteration 2F: 3 clusters Score -936404.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -936609.812500 Penalty: 4490.164062
	Iteration 3Q: 3 clusters Score -936609.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -936814.125000 Penalty: 4490.164062
	Iteration 4Q: 3 clusters Score -936814.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -937055.312500 Penalty: 4490.164062
	Iteration 5Q: 3 clusters Score -937055.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -937375.687500 Penalty: 4490.164062
	Iteration 6Q: 3 clusters Score -937375.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -937706.875000 Penalty: 4490.164062
	Iteration 7F: 3 clusters Score -937706.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -937974.312500 Penalty: 4490.164062
	Iteration 8Q: 3 clusters Score -937974.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -938193.437500 Penalty: 4490.164062
	Iteration 9Q: 3 clusters Score -938193.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -938376.312500 Penalty: 4490.164062
	Iteration 10Q: 3 clusters Score -938376.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -938535.500000 Penalty: 4490.164062
	Iteration 11Q: 3 clusters Score -938535.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -938665.562500 Penalty: 4490.164062
	Iteration 12Q: 3 clusters Score -938665.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -938771.937500 Penalty: 4490.164062
	Iteration 13Q: 3 clusters Score -938771.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -938867.500000 Penalty: 4490.164062
	Iteration 14Q: 3 clusters Score -938867.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -938932.562500 Penalty: 4490.164062
	Iteration 15Q: 3 clusters Score -938932.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -938995.812500 Penalty: 4490.164062
	Iteration 16Q: 3 clusters Score -938995.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -939044.437500 Penalty: 4490.164062
	Iteration 17Q: 3 clusters Score -939044.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -939076.687500 Penalty: 4490.164062
	Iteration 18Q: 3 clusters Score -939076.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -939093.312500 Penalty: 4490.164062
	Iteration 19Q: 3 clusters Score -939093.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -939103.250000 Penalty: 4490.164062
	Iteration 20F: 3 clusters Score -939103.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -939110.062500 Penalty: 4490.164062
	Iteration 21Q: 3 clusters Score -939110.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -939115.125000 Penalty: 4490.164062
	Iteration 22Q: 3 clusters Score -939115.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -939121.500000 Penalty: 4490.164062
	Iteration 23Q: 3 clusters Score -939121.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -939127.250000 Penalty: 4490.164062
	Iteration 24Q: 3 clusters Score -939127.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -939134.500000 Penalty: 4490.164062
	Iteration 25Q: 3 clusters Score -939134.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -939137.625000 Penalty: 4490.164062
	Iteration 26Q: 3 clusters Score -939137.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -939142.437500 Penalty: 4490.164062
	Iteration 27Q: 3 clusters Score -939142.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -939145.375000 Penalty: 4490.164062
	Iteration 28Q: 3 clusters Score -939145.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -939151.687500 Penalty: 4490.164062
	Iteration 29Q: 3 clusters Score -939151.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -939149.750000 Penalty: 4490.164062
	Iteration 30Q: 3 clusters Score -939149.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -939148.812500 Penalty: 4490.164062
	Iteration 31Q: 3 clusters Score -939148.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -939153.000000 Penalty: 4490.164062
	Iteration 32Q: 3 clusters Score -939153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -939153.500000 Penalty: 4490.164062
	Iteration 33Q: 3 clusters Score -939153.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -939154.687500 Penalty: 4490.164062
	Iteration 34Q: 3 clusters Score -939154.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -939156.875000 Penalty: 4490.164062
	Iteration 35Q: 3 clusters Score -939156.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -939156.812500 Penalty: 4490.164062
	Iteration 36Q: 3 clusters Score -939156.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -939160.500000 Penalty: 4490.164062
	Iteration 37Q: 3 clusters Score -939160.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -939161.500000 Penalty: 4490.164062
	Iteration 38Q: 3 clusters Score -939161.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -939162.562500 Penalty: 4490.164062
	Iteration 39Q: 3 clusters Score -939162.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -939163.750000 Penalty: 4490.164062
	Iteration 40F: 3 clusters Score -939163.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -939168.687500 Penalty: 4490.164062
	Iteration 41Q: 3 clusters Score -939168.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -939166.687500 Penalty: 4490.164062
	Iteration 42Q: 3 clusters Score -939166.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -939168.625000 Penalty: 4490.164062
	Iteration 43Q: 3 clusters Score -939168.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -939168.750000 Penalty: 4490.164062
	Iteration 44Q: 3 clusters Score -939168.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -939169.125000 Penalty: 4490.164062
	Iteration 45Q: 3 clusters Score -939169.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -939172.312500 Penalty: 4490.164062
	Iteration 46Q: 3 clusters Score -939172.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -939173.312500 Penalty: 4490.164062
	Iteration 47Q: 3 clusters Score -939173.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -939174.750000 Penalty: 4490.164062
	Iteration 48Q: 3 clusters Score -939174.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -939175.062500 Penalty: 4490.164062
	Iteration 49Q: 3 clusters Score -939175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -939176.312500 Penalty: 4490.164062
	Iteration 50Q: 3 clusters Score -939176.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -939172.687500 Penalty: 4490.164062
	Iteration 51Q: 3 clusters Score -939172.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -939173.375000 Penalty: 4490.164062
	Iteration 52Q: 3 clusters Score -939173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -939173.375000 Penalty: 4490.164062
	Iteration 53F: 3 clusters Score -939173.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (84581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84581 members 
Entering Unmasked Estep 
Score: -9572728.000000 Penalty: 2813.675293
	Iteration 0F: 2 clusters Score -9572728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -9516068.000000 Penalty: 5627.350586
	Iteration 0F: 3 clusters Score -9516068 nChanged 39687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -9539030.000000 Penalty: 5627.350586
	Iteration 1F: 3 clusters Score -9539030 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -9540278.000000 Penalty: 5627.350586
	Iteration 2Q: 3 clusters Score -9540278 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -9542659.000000 Penalty: 5627.350586
	Iteration 3F: 3 clusters Score -9542659 nChanged 5930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -9546815.000000 Penalty: 5627.350586
	Iteration 4F: 3 clusters Score -9546815 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -9553005.000000 Penalty: 5627.350586
	Iteration 5F: 3 clusters Score -9553005 nChanged 7457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 71553 members 
Entering Unmasked Estep 
Score: -9560122.000000 Penalty: 5627.350586
	Iteration 6F: 3 clusters Score -9560122 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 76938 members 
Entering Unmasked Estep 
Score: -9565720.000000 Penalty: 5627.350586
	Iteration 7F: 3 clusters Score -9565720 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 80010 members 
Entering Unmasked Estep 
Score: -9568780.000000 Penalty: 5627.350586
	Iteration 8Q: 3 clusters Score -9568780 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -9570226.000000 Penalty: 5627.350586
	Iteration 9Q: 3 clusters Score -9570226 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 81884 members 
Entering Unmasked Estep 
Score: -9570914.000000 Penalty: 5627.350586
	Iteration 10Q: 3 clusters Score -9570914 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 82115 members 
Entering Unmasked Estep 
Score: -9571108.000000 Penalty: 5627.350586
	Iteration 11Q: 3 clusters Score -9571108 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 82255 members 
Entering Unmasked Estep 
Score: -9571253.000000 Penalty: 5627.350586
	Iteration 12Q: 3 clusters Score -9571253 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 82342 members 
Entering Unmasked Estep 
Score: -9571359.000000 Penalty: 5627.350586
	Iteration 13Q: 3 clusters Score -9571359 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 82419 members 
Entering Unmasked Estep 
Score: -9571410.000000 Penalty: 5627.350586
	Iteration 14Q: 3 clusters Score -9571410 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 82477 members 
Entering Unmasked Estep 
Score: -9571453.000000 Penalty: 5627.350586
	Iteration 15Q: 3 clusters Score -9571453 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 82522 members 
Entering Unmasked Estep 
Score: -9571454.000000 Penalty: 5627.350586
	Iteration 16Q: 3 clusters Score -9571454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -9571480.000000 Penalty: 5627.350586
	Iteration 17Q: 3 clusters Score -9571480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 82597 members 
Entering Unmasked Estep 
Score: -9571493.000000 Penalty: 5627.350586
	Iteration 18Q: 3 clusters Score -9571493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 82624 members 
Entering Unmasked Estep 
Score: -9571506.000000 Penalty: 5627.350586
	Iteration 19Q: 3 clusters Score -9571506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 82635 members 
Entering Unmasked Estep 
Score: -9571522.000000 Penalty: 5627.350586
	Iteration 20F: 3 clusters Score -9571522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -9571518.000000 Penalty: 5627.350586
	Iteration 21Q: 3 clusters Score -9571518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -9571524.000000 Penalty: 5627.350586
	Iteration 22Q: 3 clusters Score -9571524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -9571521.000000 Penalty: 5627.350586
	Iteration 23Q: 3 clusters Score -9571521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 82638 members 
Entering Unmasked Estep 
Score: -9571518.000000 Penalty: 5627.350586
	Iteration 24Q: 3 clusters Score -9571518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 82639 members 
Entering Unmasked Estep 
Score: -9571514.000000 Penalty: 5627.350586
	Iteration 25Q: 3 clusters Score -9571514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -9571517.000000 Penalty: 5627.350586
	Iteration 26Q: 3 clusters Score -9571517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 82641 members 
Entering Unmasked Estep 
Score: -9571509.000000 Penalty: 5627.350586
	Iteration 27Q: 3 clusters Score -9571509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 82642 members 
Entering Unmasked Estep 
Score: -9571512.000000 Penalty: 5627.350586
	Iteration 28Q: 3 clusters Score -9571512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 82642 members 
Entering Unmasked Estep 
Score: -9571511.000000 Penalty: 5627.350586
	Iteration 29Q: 3 clusters Score -9571511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 82644 members 
Entering Unmasked Estep 
Score: -9571521.000000 Penalty: 5627.350586
	Iteration 30Q: 3 clusters Score -9571521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 82646 members 
Entering Unmasked Estep 
Score: -9571519.000000 Penalty: 5627.350586
	Iteration 31Q: 3 clusters Score -9571519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 82648 members 
Entering Unmasked Estep 
Score: -9571525.000000 Penalty: 5627.350586
	Iteration 32Q: 3 clusters Score -9571525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 82647 members 
Entering Unmasked Estep 
Score: -9571516.000000 Penalty: 5627.350586
	Iteration 33Q: 3 clusters Score -9571516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 82646 members 
Entering Unmasked Estep 
Score: -9571519.000000 Penalty: 5627.350586
	Iteration 34Q: 3 clusters Score -9571519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 82645 members 
Entering Unmasked Estep 
Score: -9571511.000000 Penalty: 5627.350586
	Iteration 35Q: 3 clusters Score -9571511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 82645 members 
Entering Unmasked Estep 
Score: -9571511.000000 Penalty: 5627.350586
	Iteration 36F: 3 clusters Score -9571511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -88746.531250 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -88746.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -86868.781250 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -86868.78 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -87187.835938 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -87187.84 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -87330.359375 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -87330.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -87388.648438 Penalty: 3375.088867
	Iteration 3Q: 3 clusters Score -87388.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -87416.531250 Penalty: 3375.088867
	Iteration 4Q: 3 clusters Score -87416.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -87446.281250 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -87446.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -87465.882812 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -87465.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -87483.046875 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -87483.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -87512.023438 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -87512.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -87538.117188 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -87538.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -87567.843750 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -87567.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -87633.429688 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -87633.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -87672.343750 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -87672.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -87693.945312 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -87693.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -87708.773438 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -87708.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87722.007812 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -87722.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -87753.703125 Penalty: 3375.088867
	Iteration 16Q: 3 clusters Score -87753.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -87777.796875 Penalty: 3375.088867
	Iteration 17Q: 3 clusters Score -87777.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -87794.679688 Penalty: 3375.088867
	Iteration 18Q: 3 clusters Score -87794.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -87807.367188 Penalty: 3375.088867
	Iteration 19Q: 3 clusters Score -87807.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -87833.539062 Penalty: 3375.088867
	Iteration 20F: 3 clusters Score -87833.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -87869.265625 Penalty: 3375.088867
	Iteration 21Q: 3 clusters Score -87869.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -87914.117188 Penalty: 3375.088867
	Iteration 22Q: 3 clusters Score -87914.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88003.890625 Penalty: 3375.088867
	Iteration 23Q: 3 clusters Score -88003.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88154.460938 Penalty: 3375.088867
	Iteration 24Q: 3 clusters Score -88154.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -88241.289062 Penalty: 3375.088867
	Iteration 25Q: 3 clusters Score -88241.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -88270.054688 Penalty: 3375.088867
	Iteration 26Q: 3 clusters Score -88270.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -88299.164062 Penalty: 3375.088867
	Iteration 27Q: 3 clusters Score -88299.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -88329.664062 Penalty: 3375.088867
	Iteration 28Q: 3 clusters Score -88329.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -88357.820312 Penalty: 3375.088867
	Iteration 29Q: 3 clusters Score -88357.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -88378.320312 Penalty: 3375.088867
	Iteration 30Q: 3 clusters Score -88378.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -88391.250000 Penalty: 3375.088867
	Iteration 31Q: 3 clusters Score -88391.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -88398.460938 Penalty: 3375.088867
	Iteration 32Q: 3 clusters Score -88398.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -88410.312500 Penalty: 3375.088867
	Iteration 33Q: 3 clusters Score -88410.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -88419.750000 Penalty: 3375.088867
	Iteration 34Q: 3 clusters Score -88419.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -88437.265625 Penalty: 3375.088867
	Iteration 35Q: 3 clusters Score -88437.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -88452.453125 Penalty: 3375.088867
	Iteration 36Q: 3 clusters Score -88452.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -88469.914062 Penalty: 3375.088867
	Iteration 37Q: 3 clusters Score -88469.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -88507.867188 Penalty: 3375.088867
	Iteration 38Q: 3 clusters Score -88507.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -88526.804688 Penalty: 3375.088867
	Iteration 39Q: 3 clusters Score -88526.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -88537.617188 Penalty: 3375.088867
	Iteration 40F: 3 clusters Score -88537.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -88544.015625 Penalty: 3375.088867
	Iteration 41Q: 3 clusters Score -88544.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -88550.156250 Penalty: 3375.088867
	Iteration 42Q: 3 clusters Score -88550.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -88559.015625 Penalty: 3375.088867
	Iteration 43Q: 3 clusters Score -88559.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -88566.320312 Penalty: 3375.088867
	Iteration 44Q: 3 clusters Score -88566.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -88581.000000 Penalty: 3375.088867
	Iteration 45Q: 3 clusters Score -88581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -88590.312500 Penalty: 3375.088867
	Iteration 46Q: 3 clusters Score -88590.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -88593.578125 Penalty: 3375.088867
	Iteration 47Q: 3 clusters Score -88593.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -88593.578125 Penalty: 3375.088867
	Iteration 48F: 3 clusters Score -88593.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -90171.789062 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -90171.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -88276.921875 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -88276.92 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -88605.726562 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -88605.73 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -88736.640625 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -88736.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -88814.578125 Penalty: 3394.500000
	Iteration 3Q: 3 clusters Score -88814.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88887.093750 Penalty: 3394.500000
	Iteration 4Q: 3 clusters Score -88887.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88942.804688 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -88942.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88977.078125 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -88977.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -89001.609375 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -89001.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -89012.343750 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -89012.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -89024.250000 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -89024.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -89034.554688 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -89034.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -89047.328125 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -89047.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -89069.726562 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -89069.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -89096.500000 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -89096.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -89129.851562 Penalty: 3394.500000
	Iteration 14Q: 3 clusters Score -89129.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -89172.289062 Penalty: 3394.500000
	Iteration 15Q: 3 clusters Score -89172.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -89300.929688 Penalty: 3394.500000
	Iteration 16Q: 3 clusters Score -89300.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -89738.421875 Penalty: 3394.500000
	Iteration 17Q: 3 clusters Score -89738.42 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90605.125000 Penalty: 3394.500000
	Iteration 18F: 3 clusters Score -90605.12 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -90865.773438 Penalty: 3394.500000
	Iteration 19F: 3 clusters Score -90865.77 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -90981.195312 Penalty: 3394.500000
	Iteration 20F: 3 clusters Score -90981.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -91045.656250 Penalty: 3394.500000
	Iteration 21Q: 3 clusters Score -91045.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -91136.523438 Penalty: 3394.500000
	Iteration 22Q: 3 clusters Score -91136.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -91299.125000 Penalty: 3394.500000
	Iteration 23Q: 3 clusters Score -91299.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -91555.906250 Penalty: 3394.500000
	Iteration 24Q: 3 clusters Score -91555.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -91782.328125 Penalty: 3394.500000
	Iteration 25Q: 3 clusters Score -91782.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -91782.328125 Penalty: 3394.500000
	Iteration 26F: 3 clusters Score -91782.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84581 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 269 members 
Mstep: Class 10 contains 110039 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 12 contains 669 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159809 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29812 members 
Mstep: Class 18 contains 319266 members 
Mstep: Class 19 contains 4206 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98015360.000000 Penalty: 71408.312500
Splitting cluster 9 changes total score from -98015448.000000 to -98015360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (110039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110039 members 
Entering Unmasked Estep 
Score: -12475032.000000 Penalty: 2878.930420
	Iteration 0F: 2 clusters Score -1.247503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -12401766.000000 Penalty: 5757.860840
	Iteration 0F: 3 clusters Score -1.240177e+07 nChanged 52124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -12431240.000000 Penalty: 5757.860840
	Iteration 1F: 3 clusters Score -1.243124e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 53971 members 
Entering Unmasked Estep 
Score: -12431916.000000 Penalty: 5757.860840
	Iteration 2Q: 3 clusters Score -1.243192e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -12432398.000000 Penalty: 5757.860840
	Iteration 3Q: 3 clusters Score -1.24324e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56971 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -12432999.000000 Penalty: 5757.860840
	Iteration 4Q: 3 clusters Score -1.2433e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57817 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -12433545.000000 Penalty: 5757.860840
	Iteration 5Q: 3 clusters Score -1.243354e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -12434128.000000 Penalty: 5757.860840
	Iteration 6Q: 3 clusters Score -1.243413e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -12434879.000000 Penalty: 5757.860840
	Iteration 7Q: 3 clusters Score -1.243488e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -12435687.000000 Penalty: 5757.860840
	Iteration 8Q: 3 clusters Score -1.243569e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -12437221.000000 Penalty: 5757.860840
	Iteration 9Q: 3 clusters Score -1.243722e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -12439643.000000 Penalty: 5757.860840
	Iteration 10Q: 3 clusters Score -1.243964e+07 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -12443575.000000 Penalty: 5757.860840
	Iteration 11F: 3 clusters Score -1.244358e+07 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85076 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -12449601.000000 Penalty: 5757.860840
	Iteration 12F: 3 clusters Score -1.24496e+07 nChanged 8806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93794 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -12457582.000000 Penalty: 5757.860840
	Iteration 13F: 3 clusters Score -1.245758e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101383 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -12465070.000000 Penalty: 5757.860840
	Iteration 14F: 3 clusters Score -1.246507e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106091 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -12469556.000000 Penalty: 5757.860840
	Iteration 15Q: 3 clusters Score -1.246956e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108248 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -12471498.000000 Penalty: 5757.860840
	Iteration 16Q: 3 clusters Score -1.24715e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109001 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -12472179.000000 Penalty: 5757.860840
	Iteration 17Q: 3 clusters Score -1.247218e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109252 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -12472373.000000 Penalty: 5757.860840
	Iteration 18Q: 3 clusters Score -1.247237e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109361 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -12472462.000000 Penalty: 5757.860840
	Iteration 19Q: 3 clusters Score -1.247246e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109401 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -12472548.000000 Penalty: 5757.860840
	Iteration 20F: 3 clusters Score -1.247255e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109433 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -12472597.000000 Penalty: 5757.860840
	Iteration 21Q: 3 clusters Score -1.24726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109456 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -12472626.000000 Penalty: 5757.860840
	Iteration 22Q: 3 clusters Score -1.247263e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109466 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -12472663.000000 Penalty: 5757.860840
	Iteration 23Q: 3 clusters Score -1.247266e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109475 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -12472667.000000 Penalty: 5757.860840
	Iteration 24Q: 3 clusters Score -1.247267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109482 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -12472670.000000 Penalty: 5757.860840
	Iteration 25Q: 3 clusters Score -1.247267e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109490 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -12472684.000000 Penalty: 5757.860840
	Iteration 26Q: 3 clusters Score -1.247268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12472697.000000 Penalty: 5757.860840
	Iteration 27Q: 3 clusters Score -1.24727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -12472696.000000 Penalty: 5757.860840
	Iteration 28Q: 3 clusters Score -1.24727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -12472708.000000 Penalty: 5757.860840
	Iteration 29Q: 3 clusters Score -1.247271e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -12472708.000000 Penalty: 5757.860840
	Iteration 30F: 3 clusters Score -1.247271e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Entering Unmasked Estep 
Score: -4599447.500000 Penalty: 2642.603027
	Iteration 0F: 2 clusters Score -4599448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -4570914.000000 Penalty: 5285.206055
	Iteration 0F: 3 clusters Score -4570914 nChanged 19394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -4581607.000000 Penalty: 5285.206055
	Iteration 1F: 3 clusters Score -4581607 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -4582516.500000 Penalty: 5285.206055
	Iteration 2Q: 3 clusters Score -4582516 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4583633.000000 Penalty: 5285.206055
	Iteration 3F: 3 clusters Score -4583633 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -4585046.500000 Penalty: 5285.206055
	Iteration 4F: 3 clusters Score -4585046 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -4586734.500000 Penalty: 5285.206055
	Iteration 5F: 3 clusters Score -4586734 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -4588305.500000 Penalty: 5285.206055
	Iteration 6F: 3 clusters Score -4588306 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -4589621.500000 Penalty: 5285.206055
	Iteration 7F: 3 clusters Score -4589622 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -4590634.500000 Penalty: 5285.206055
	Iteration 8Q: 3 clusters Score -4590634 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -4591350.500000 Penalty: 5285.206055
	Iteration 9Q: 3 clusters Score -4591350 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -4591849.000000 Penalty: 5285.206055
	Iteration 10Q: 3 clusters Score -4591849 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -4592289.000000 Penalty: 5285.206055
	Iteration 11Q: 3 clusters Score -4592289 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -4592656.500000 Penalty: 5285.206055
	Iteration 12Q: 3 clusters Score -4592656 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -4593087.500000 Penalty: 5285.206055
	Iteration 13Q: 3 clusters Score -4593088 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -4593486.500000 Penalty: 5285.206055
	Iteration 14Q: 3 clusters Score -4593486 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -4593876.000000 Penalty: 5285.206055
	Iteration 15Q: 3 clusters Score -4593876 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -4594343.000000 Penalty: 5285.206055
	Iteration 16Q: 3 clusters Score -4594343 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -4595177.000000 Penalty: 5285.206055
	Iteration 17Q: 3 clusters Score -4595177 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -4596350.500000 Penalty: 5285.206055
	Iteration 18Q: 3 clusters Score -4596350 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4597069.500000 Penalty: 5285.206055
	Iteration 19Q: 3 clusters Score -4597070 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4597191.000000 Penalty: 5285.206055
	Iteration 20F: 3 clusters Score -4597191 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -4597259.000000 Penalty: 5285.206055
	Iteration 21Q: 3 clusters Score -4597259 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4597297.000000 Penalty: 5285.206055
	Iteration 22Q: 3 clusters Score -4597297 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4597308.000000 Penalty: 5285.206055
	Iteration 23Q: 3 clusters Score -4597308 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -4597328.000000 Penalty: 5285.206055
	Iteration 24Q: 3 clusters Score -4597328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -4597339.500000 Penalty: 5285.206055
	Iteration 25Q: 3 clusters Score -4597340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -4597339.500000 Penalty: 5285.206055
	Iteration 26Q: 3 clusters Score -4597340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4597351.000000 Penalty: 5285.206055
	Iteration 27Q: 3 clusters Score -4597351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -4597354.500000 Penalty: 5285.206055
	Iteration 28Q: 3 clusters Score -4597354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4597365.000000 Penalty: 5285.206055
	Iteration 29Q: 3 clusters Score -4597365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4597370.500000 Penalty: 5285.206055
	Iteration 30Q: 3 clusters Score -4597370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4597372.000000 Penalty: 5285.206055
	Iteration 31Q: 3 clusters Score -4597372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -4597382.000000 Penalty: 5285.206055
	Iteration 32Q: 3 clusters Score -4597382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4597386.500000 Penalty: 5285.206055
	Iteration 33Q: 3 clusters Score -4597386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4597380.000000 Penalty: 5285.206055
	Iteration 34Q: 3 clusters Score -4597380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4597381.500000 Penalty: 5285.206055
	Iteration 35Q: 3 clusters Score -4597382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4597375.500000 Penalty: 5285.206055
	Iteration 36Q: 3 clusters Score -4597376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4597375.500000 Penalty: 5285.206055
	Iteration 37Q: 3 clusters Score -4597376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4597387.500000 Penalty: 5285.206055
	Iteration 38Q: 3 clusters Score -4597388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4597388.000000 Penalty: 5285.206055
	Iteration 39Q: 3 clusters Score -4597388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4597383.500000 Penalty: 5285.206055
	Iteration 40F: 3 clusters Score -4597384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4597388.500000 Penalty: 5285.206055
	Iteration 41Q: 3 clusters Score -4597388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4597385.000000 Penalty: 5285.206055
	Iteration 42Q: 3 clusters Score -4597385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4597386.500000 Penalty: 5285.206055
	Iteration 43Q: 3 clusters Score -4597386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -4597386.500000 Penalty: 5285.206055
	Iteration 44Q: 3 clusters Score -4597386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4597390.000000 Penalty: 5285.206055
	Iteration 45Q: 3 clusters Score -4597390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4597390.000000 Penalty: 5285.206055
	Iteration 46Q: 3 clusters Score -4597390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4597391.000000 Penalty: 5285.206055
	Iteration 47Q: 3 clusters Score -4597391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4597391.000000 Penalty: 5285.206055
	Iteration 48F: 3 clusters Score -4597391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Entering Unmasked Estep 
Score: -3852746.500000 Penalty: 2588.767090
	Iteration 0F: 2 clusters Score -3852746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3829508.750000 Penalty: 5177.534180
	Iteration 0F: 3 clusters Score -3829509 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3837858.500000 Penalty: 5177.534180
	Iteration 1F: 3 clusters Score -3837858 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3838302.000000 Penalty: 5177.534180
	Iteration 2Q: 3 clusters Score -3838302 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -3838720.750000 Penalty: 5177.534180
	Iteration 3Q: 3 clusters Score -3838721 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -3839108.750000 Penalty: 5177.534180
	Iteration 4Q: 3 clusters Score -3839109 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3839533.000000 Penalty: 5177.534180
	Iteration 5Q: 3 clusters Score -3839533 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3840009.000000 Penalty: 5177.534180
	Iteration 6Q: 3 clusters Score -3840009 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -3840541.000000 Penalty: 5177.534180
	Iteration 7Q: 3 clusters Score -3840541 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3841178.750000 Penalty: 5177.534180
	Iteration 8Q: 3 clusters Score -3841179 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3841967.250000 Penalty: 5177.534180
	Iteration 9Q: 3 clusters Score -3841967 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3842858.250000 Penalty: 5177.534180
	Iteration 10Q: 3 clusters Score -3842858 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3843812.000000 Penalty: 5177.534180
	Iteration 11Q: 3 clusters Score -3843812 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3844702.250000 Penalty: 5177.534180
	Iteration 12Q: 3 clusters Score -3844702 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -3845368.500000 Penalty: 5177.534180
	Iteration 13Q: 3 clusters Score -3845368 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3845737.750000 Penalty: 5177.534180
	Iteration 14Q: 3 clusters Score -3845738 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3845943.500000 Penalty: 5177.534180
	Iteration 15Q: 3 clusters Score -3845944 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3846059.500000 Penalty: 5177.534180
	Iteration 16Q: 3 clusters Score -3846060 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -3846131.750000 Penalty: 5177.534180
	Iteration 17Q: 3 clusters Score -3846132 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3846192.750000 Penalty: 5177.534180
	Iteration 18Q: 3 clusters Score -3846193 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3846265.750000 Penalty: 5177.534180
	Iteration 19Q: 3 clusters Score -3846266 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -3846344.500000 Penalty: 5177.534180
	Iteration 20F: 3 clusters Score -3846344 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3846455.000000 Penalty: 5177.534180
	Iteration 21Q: 3 clusters Score -3846455 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3846560.250000 Penalty: 5177.534180
	Iteration 22Q: 3 clusters Score -3846560 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -3846675.250000 Penalty: 5177.534180
	Iteration 23Q: 3 clusters Score -3846675 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -3846784.750000 Penalty: 5177.534180
	Iteration 24Q: 3 clusters Score -3846785 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3846952.250000 Penalty: 5177.534180
	Iteration 25Q: 3 clusters Score -3846952 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -3847206.000000 Penalty: 5177.534180
	Iteration 26Q: 3 clusters Score -3847206 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -3847532.250000 Penalty: 5177.534180
	Iteration 27Q: 3 clusters Score -3847532 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3847909.000000 Penalty: 5177.534180
	Iteration 28Q: 3 clusters Score -3847909 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3848430.000000 Penalty: 5177.534180
	Iteration 29Q: 3 clusters Score -3848430 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3848995.750000 Penalty: 5177.534180
	Iteration 30Q: 3 clusters Score -3848996 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3849438.000000 Penalty: 5177.534180
	Iteration 31Q: 3 clusters Score -3849438 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -3849710.250000 Penalty: 5177.534180
	Iteration 32Q: 3 clusters Score -3849710 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -3849897.250000 Penalty: 5177.534180
	Iteration 33Q: 3 clusters Score -3849897 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -3850006.000000 Penalty: 5177.534180
	Iteration 34Q: 3 clusters Score -3850006 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3850095.000000 Penalty: 5177.534180
	Iteration 35Q: 3 clusters Score -3850095 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -3850156.500000 Penalty: 5177.534180
	Iteration 36Q: 3 clusters Score -3850156 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3850183.250000 Penalty: 5177.534180
	Iteration 37Q: 3 clusters Score -3850183 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3850213.500000 Penalty: 5177.534180
	Iteration 38Q: 3 clusters Score -3850214 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3850244.500000 Penalty: 5177.534180
	Iteration 39Q: 3 clusters Score -3850244 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3850258.750000 Penalty: 5177.534180
	Iteration 40F: 3 clusters Score -3850259 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -3850273.500000 Penalty: 5177.534180
	Iteration 41Q: 3 clusters Score -3850274 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -3850276.750000 Penalty: 5177.534180
	Iteration 42Q: 3 clusters Score -3850277 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -3850287.250000 Penalty: 5177.534180
	Iteration 43Q: 3 clusters Score -3850287 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3850286.750000 Penalty: 5177.534180
	Iteration 44Q: 3 clusters Score -3850287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -3850298.750000 Penalty: 5177.534180
	Iteration 45Q: 3 clusters Score -3850299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3850310.500000 Penalty: 5177.534180
	Iteration 46Q: 3 clusters Score -3850310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3850301.500000 Penalty: 5177.534180
	Iteration 47Q: 3 clusters Score -3850302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3850304.750000 Penalty: 5177.534180
	Iteration 48Q: 3 clusters Score -3850305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -3850313.250000 Penalty: 5177.534180
	Iteration 49Q: 3 clusters Score -3850313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3850311.250000 Penalty: 5177.534180
	Iteration 50Q: 3 clusters Score -3850311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3850311.500000 Penalty: 5177.534180
	Iteration 51Q: 3 clusters Score -3850312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3850318.750000 Penalty: 5177.534180
	Iteration 52Q: 3 clusters Score -3850319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -3850338.000000 Penalty: 5177.534180
	Iteration 53Q: 3 clusters Score -3850338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -3850340.500000 Penalty: 5177.534180
	Iteration 54Q: 3 clusters Score -3850340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -3850353.250000 Penalty: 5177.534180
	Iteration 55Q: 3 clusters Score -3850353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -3850362.750000 Penalty: 5177.534180
	Iteration 56Q: 3 clusters Score -3850363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3850370.500000 Penalty: 5177.534180
	Iteration 57Q: 3 clusters Score -3850370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3850369.000000 Penalty: 5177.534180
	Iteration 58Q: 3 clusters Score -3850369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3850365.750000 Penalty: 5177.534180
	Iteration 59Q: 3 clusters Score -3850366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -3850368.000000 Penalty: 5177.534180
	Iteration 60F: 3 clusters Score -3850368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -3850369.250000 Penalty: 5177.534180
	Iteration 61Q: 3 clusters Score -3850369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -3850369.000000 Penalty: 5177.534180
	Iteration 62Q: 3 clusters Score -3850369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -3850368.750000 Penalty: 5177.534180
	Iteration 63Q: 3 clusters Score -3850369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3850374.250000 Penalty: 5177.534180
	Iteration 64Q: 3 clusters Score -3850374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3850375.250000 Penalty: 5177.534180
	Iteration 65Q: 3 clusters Score -3850375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3850373.000000 Penalty: 5177.534180
	Iteration 66Q: 3 clusters Score -3850373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3850373.000000 Penalty: 5177.534180
	Iteration 67F: 3 clusters Score -3850373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159809 members 
Entering Unmasked Estep 
Score: -17774896.000000 Penalty: 2971.470215
	Iteration 0F: 2 clusters Score -1.77749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79949 members 
Mstep: Class 2 contains 79860 members 
Entering Unmasked Estep 
Score: -17668396.000000 Penalty: 5942.940430
	Iteration 0F: 3 clusters Score -1.76684e+07 nChanged 76695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81676 members 
Mstep: Class 2 contains 78133 members 
Entering Unmasked Estep 
Score: -17712632.000000 Penalty: 5942.940430
	Iteration 1F: 3 clusters Score -1.771263e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82821 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
Score: -17713932.000000 Penalty: 5942.940430
	Iteration 2Q: 3 clusters Score -1.771393e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84533 members 
Mstep: Class 2 contains 75276 members 
Entering Unmasked Estep 
Score: -17715408.000000 Penalty: 5942.940430
	Iteration 3Q: 3 clusters Score -1.771541e+07 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86937 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
Score: -17717456.000000 Penalty: 5942.940430
	Iteration 4Q: 3 clusters Score -1.771746e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90404 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -17720428.000000 Penalty: 5942.940430
	Iteration 5Q: 3 clusters Score -1.772043e+07 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94930 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -17725118.000000 Penalty: 5942.940430
	Iteration 6F: 3 clusters Score -1.772512e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100473 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -17731918.000000 Penalty: 5942.940430
	Iteration 7F: 3 clusters Score -1.773192e+07 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106322 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -17740322.000000 Penalty: 5942.940430
	Iteration 8F: 3 clusters Score -1.774032e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111442 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -17749056.000000 Penalty: 5942.940430
	Iteration 9F: 3 clusters Score -1.774906e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115141 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -17756328.000000 Penalty: 5942.940430
	Iteration 10F: 3 clusters Score -1.775633e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117662 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -17760436.000000 Penalty: 5942.940430
	Iteration 11Q: 3 clusters Score -1.776044e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119542 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -17762290.000000 Penalty: 5942.940430
	Iteration 12Q: 3 clusters Score -1.776229e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121258 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -17763630.000000 Penalty: 5942.940430
	Iteration 13Q: 3 clusters Score -1.776363e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122932 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -17764536.000000 Penalty: 5942.940430
	Iteration 14Q: 3 clusters Score -1.776454e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124515 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -17765276.000000 Penalty: 5942.940430
	Iteration 15Q: 3 clusters Score -1.776528e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126068 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -17766004.000000 Penalty: 5942.940430
	Iteration 16Q: 3 clusters Score -1.7766e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127492 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -17766680.000000 Penalty: 5942.940430
	Iteration 17Q: 3 clusters Score -1.776668e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128841 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -17767286.000000 Penalty: 5942.940430
	Iteration 18Q: 3 clusters Score -1.776729e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130101 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -17767712.000000 Penalty: 5942.940430
	Iteration 19Q: 3 clusters Score -1.776771e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131201 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -17768056.000000 Penalty: 5942.940430
	Iteration 20F: 3 clusters Score -1.776806e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132257 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -17768412.000000 Penalty: 5942.940430
	Iteration 21Q: 3 clusters Score -1.776841e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133294 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -17768674.000000 Penalty: 5942.940430
	Iteration 22Q: 3 clusters Score -1.776867e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134251 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -17768900.000000 Penalty: 5942.940430
	Iteration 23Q: 3 clusters Score -1.77689e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135201 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -17769178.000000 Penalty: 5942.940430
	Iteration 24Q: 3 clusters Score -1.776918e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136075 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -17769396.000000 Penalty: 5942.940430
	Iteration 25Q: 3 clusters Score -1.77694e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136905 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -17769598.000000 Penalty: 5942.940430
	Iteration 26Q: 3 clusters Score -1.77696e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137654 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -17769666.000000 Penalty: 5942.940430
	Iteration 27Q: 3 clusters Score -1.776967e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138362 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -17769786.000000 Penalty: 5942.940430
	Iteration 28Q: 3 clusters Score -1.776979e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139008 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -17769984.000000 Penalty: 5942.940430
	Iteration 29Q: 3 clusters Score -1.776998e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139659 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -17770168.000000 Penalty: 5942.940430
	Iteration 30Q: 3 clusters Score -1.777017e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140304 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -17770302.000000 Penalty: 5942.940430
	Iteration 31Q: 3 clusters Score -1.77703e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140899 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -17770418.000000 Penalty: 5942.940430
	Iteration 32Q: 3 clusters Score -1.777042e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141466 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -17770522.000000 Penalty: 5942.940430
	Iteration 33Q: 3 clusters Score -1.777052e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142030 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -17770704.000000 Penalty: 5942.940430
	Iteration 34Q: 3 clusters Score -1.77707e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142557 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -17770752.000000 Penalty: 5942.940430
	Iteration 35Q: 3 clusters Score -1.777075e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143030 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -17770866.000000 Penalty: 5942.940430
	Iteration 36Q: 3 clusters Score -1.777087e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143498 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -17770972.000000 Penalty: 5942.940430
	Iteration 37Q: 3 clusters Score -1.777097e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143925 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -17771026.000000 Penalty: 5942.940430
	Iteration 38Q: 3 clusters Score -1.777103e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144339 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -17771070.000000 Penalty: 5942.940430
	Iteration 39Q: 3 clusters Score -1.777107e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144769 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -17771142.000000 Penalty: 5942.940430
	Iteration 40F: 3 clusters Score -1.777114e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145160 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -17771302.000000 Penalty: 5942.940430
	Iteration 41Q: 3 clusters Score -1.77713e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145594 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -17771378.000000 Penalty: 5942.940430
	Iteration 42Q: 3 clusters Score -1.777138e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146031 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -17771472.000000 Penalty: 5942.940430
	Iteration 43Q: 3 clusters Score -1.777147e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146475 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -17771530.000000 Penalty: 5942.940430
	Iteration 44Q: 3 clusters Score -1.777153e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146937 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -17771582.000000 Penalty: 5942.940430
	Iteration 45Q: 3 clusters Score -1.777158e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147393 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -17771704.000000 Penalty: 5942.940430
	Iteration 46Q: 3 clusters Score -1.77717e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147850 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -17771774.000000 Penalty: 5942.940430
	Iteration 47Q: 3 clusters Score -1.777177e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148315 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -17771796.000000 Penalty: 5942.940430
	Iteration 48Q: 3 clusters Score -1.77718e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148730 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -17771860.000000 Penalty: 5942.940430
	Iteration 49Q: 3 clusters Score -1.777186e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149152 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -17771938.000000 Penalty: 5942.940430
	Iteration 50Q: 3 clusters Score -1.777194e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149553 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -17772056.000000 Penalty: 5942.940430
	Iteration 51Q: 3 clusters Score -1.777206e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149961 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -17772046.000000 Penalty: 5942.940430
	Iteration 52Q: 3 clusters Score -1.777205e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150345 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -17772056.000000 Penalty: 5942.940430
	Iteration 53Q: 3 clusters Score -1.777206e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150677 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -17772130.000000 Penalty: 5942.940430
	Iteration 54Q: 3 clusters Score -1.777213e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150986 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -17772198.000000 Penalty: 5942.940430
	Iteration 55Q: 3 clusters Score -1.77722e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151304 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -17772226.000000 Penalty: 5942.940430
	Iteration 56Q: 3 clusters Score -1.777223e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151600 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -17772274.000000 Penalty: 5942.940430
	Iteration 57Q: 3 clusters Score -1.777227e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151892 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -17772258.000000 Penalty: 5942.940430
	Iteration 58Q: 3 clusters Score -1.777226e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152145 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -17772344.000000 Penalty: 5942.940430
	Iteration 59Q: 3 clusters Score -1.777234e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152403 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -17772344.000000 Penalty: 5942.940430
	Iteration 60F: 3 clusters Score -1.777234e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152648 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -17772366.000000 Penalty: 5942.940430
	Iteration 61Q: 3 clusters Score -1.777237e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152883 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -17772338.000000 Penalty: 5942.940430
	Iteration 62Q: 3 clusters Score -1.777234e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153126 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -17772324.000000 Penalty: 5942.940430
	Iteration 63Q: 3 clusters Score -1.777232e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153355 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -17772326.000000 Penalty: 5942.940430
	Iteration 64Q: 3 clusters Score -1.777233e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153577 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -17772378.000000 Penalty: 5942.940430
	Iteration 65Q: 3 clusters Score -1.777238e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153779 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -17772350.000000 Penalty: 5942.940430
	Iteration 66Q: 3 clusters Score -1.777235e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153973 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -17772374.000000 Penalty: 5942.940430
	Iteration 67Q: 3 clusters Score -1.777237e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154183 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -17772470.000000 Penalty: 5942.940430
	Iteration 68Q: 3 clusters Score -1.777247e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154393 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -17772462.000000 Penalty: 5942.940430
	Iteration 69Q: 3 clusters Score -1.777246e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154594 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -17772502.000000 Penalty: 5942.940430
	Iteration 70Q: 3 clusters Score -1.77725e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154781 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -17772568.000000 Penalty: 5942.940430
	Iteration 71Q: 3 clusters Score -1.777257e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -17772586.000000 Penalty: 5942.940430
	Iteration 72Q: 3 clusters Score -1.777259e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155123 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -17772598.000000 Penalty: 5942.940430
	Iteration 73Q: 3 clusters Score -1.77726e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155268 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -17772678.000000 Penalty: 5942.940430
	Iteration 74Q: 3 clusters Score -1.777268e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155391 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -17772720.000000 Penalty: 5942.940430
	Iteration 75Q: 3 clusters Score -1.777272e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155496 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -17772744.000000 Penalty: 5942.940430
	Iteration 76Q: 3 clusters Score -1.777274e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155602 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -17772732.000000 Penalty: 5942.940430
	Iteration 77Q: 3 clusters Score -1.777273e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155714 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -17772738.000000 Penalty: 5942.940430
	Iteration 78Q: 3 clusters Score -1.777274e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155827 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -17772766.000000 Penalty: 5942.940430
	Iteration 79Q: 3 clusters Score -1.777277e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155931 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -17772782.000000 Penalty: 5942.940430
	Iteration 80F: 3 clusters Score -1.777278e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156024 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -17772816.000000 Penalty: 5942.940430
	Iteration 81Q: 3 clusters Score -1.777282e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156103 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -17772818.000000 Penalty: 5942.940430
	Iteration 82Q: 3 clusters Score -1.777282e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156182 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -17772810.000000 Penalty: 5942.940430
	Iteration 83Q: 3 clusters Score -1.777281e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156252 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -17772832.000000 Penalty: 5942.940430
	Iteration 84Q: 3 clusters Score -1.777283e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156326 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -17772834.000000 Penalty: 5942.940430
	Iteration 85Q: 3 clusters Score -1.777283e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156390 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -17772820.000000 Penalty: 5942.940430
	Iteration 86Q: 3 clusters Score -1.777282e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156455 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -17772810.000000 Penalty: 5942.940430
	Iteration 87Q: 3 clusters Score -1.777281e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156516 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -17772816.000000 Penalty: 5942.940430
	Iteration 88Q: 3 clusters Score -1.777282e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156570 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -17772818.000000 Penalty: 5942.940430
	Iteration 89Q: 3 clusters Score -1.777282e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156615 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -17772834.000000 Penalty: 5942.940430
	Iteration 90Q: 3 clusters Score -1.777283e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156641 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -17772820.000000 Penalty: 5942.940430
	Iteration 91Q: 3 clusters Score -1.777282e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156670 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -17772816.000000 Penalty: 5942.940430
	Iteration 92Q: 3 clusters Score -1.777282e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156697 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -17772828.000000 Penalty: 5942.940430
	Iteration 93Q: 3 clusters Score -1.777283e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156714 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -17772824.000000 Penalty: 5942.940430
	Iteration 94Q: 3 clusters Score -1.777282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156729 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -17772838.000000 Penalty: 5942.940430
	Iteration 95Q: 3 clusters Score -1.777284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156747 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -17772828.000000 Penalty: 5942.940430
	Iteration 96Q: 3 clusters Score -1.777283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156767 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -17772844.000000 Penalty: 5942.940430
	Iteration 97Q: 3 clusters Score -1.777284e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156784 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -17772876.000000 Penalty: 5942.940430
	Iteration 98Q: 3 clusters Score -1.777288e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156803 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -17772904.000000 Penalty: 5942.940430
	Iteration 99Q: 3 clusters Score -1.77729e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156819 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -17772906.000000 Penalty: 5942.940430
	Iteration 100F: 3 clusters Score -1.777291e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156844 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -17772914.000000 Penalty: 5942.940430
	Iteration 101Q: 3 clusters Score -1.777291e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156873 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -17772906.000000 Penalty: 5942.940430
	Iteration 102Q: 3 clusters Score -1.777291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156901 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -17772914.000000 Penalty: 5942.940430
	Iteration 103Q: 3 clusters Score -1.777291e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156922 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -17772912.000000 Penalty: 5942.940430
	Iteration 104Q: 3 clusters Score -1.777291e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156939 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -17772938.000000 Penalty: 5942.940430
	Iteration 105Q: 3 clusters Score -1.777294e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156954 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -17772942.000000 Penalty: 5942.940430
	Iteration 106Q: 3 clusters Score -1.777294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156968 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -17772948.000000 Penalty: 5942.940430
	Iteration 107Q: 3 clusters Score -1.777295e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156981 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -17772950.000000 Penalty: 5942.940430
	Iteration 108Q: 3 clusters Score -1.777295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156989 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -17772950.000000 Penalty: 5942.940430
	Iteration 109Q: 3 clusters Score -1.777295e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156995 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -17772952.000000 Penalty: 5942.940430
	Iteration 110Q: 3 clusters Score -1.777295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156997 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -17772950.000000 Penalty: 5942.940430
	Iteration 111Q: 3 clusters Score -1.777295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157002 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -17772938.000000 Penalty: 5942.940430
	Iteration 112Q: 3 clusters Score -1.777294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157007 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -17772944.000000 Penalty: 5942.940430
	Iteration 113Q: 3 clusters Score -1.777294e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157012 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -17772940.000000 Penalty: 5942.940430
	Iteration 114Q: 3 clusters Score -1.777294e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -17772940.000000 Penalty: 5942.940430
	Iteration 115Q: 3 clusters Score -1.777294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157019 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -17772938.000000 Penalty: 5942.940430
	Iteration 116Q: 3 clusters Score -1.777294e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157023 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -17772940.000000 Penalty: 5942.940430
	Iteration 117Q: 3 clusters Score -1.777294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157025 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -17772922.000000 Penalty: 5942.940430
	Iteration 118Q: 3 clusters Score -1.777292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157028 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -17772936.000000 Penalty: 5942.940430
	Iteration 119Q: 3 clusters Score -1.777294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157030 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -17772932.000000 Penalty: 5942.940430
	Iteration 120F: 3 clusters Score -1.777293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Entering Unmasked Estep 
Score: -1041131.687500 Penalty: 2265.205078
	Iteration 0F: 2 clusters Score -1041132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1033944.812500 Penalty: 4530.410156
	Iteration 0F: 3 clusters Score -1033945 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1035975.875000 Penalty: 4530.410156
	Iteration 1F: 3 clusters Score -1035976 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1036327.875000 Penalty: 4530.410156
	Iteration 2F: 3 clusters Score -1036328 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1036595.437500 Penalty: 4530.410156
	Iteration 3F: 3 clusters Score -1036595 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1036795.125000 Penalty: 4530.410156
	Iteration 4Q: 3 clusters Score -1036795 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1036960.750000 Penalty: 4530.410156
	Iteration 5Q: 3 clusters Score -1036961 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1037138.625000 Penalty: 4530.410156
	Iteration 6Q: 3 clusters Score -1037139 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1037333.312500 Penalty: 4530.410156
	Iteration 7Q: 3 clusters Score -1037333 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1037511.500000 Penalty: 4530.410156
	Iteration 8Q: 3 clusters Score -1037512 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1037711.125000 Penalty: 4530.410156
	Iteration 9Q: 3 clusters Score -1037711 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1037929.312500 Penalty: 4530.410156
	Iteration 10Q: 3 clusters Score -1037929 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1038127.875000 Penalty: 4530.410156
	Iteration 11Q: 3 clusters Score -1038128 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1038330.375000 Penalty: 4530.410156
	Iteration 12Q: 3 clusters Score -1038330 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1038484.687500 Penalty: 4530.410156
	Iteration 13Q: 3 clusters Score -1038485 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1038600.687500 Penalty: 4530.410156
	Iteration 14Q: 3 clusters Score -1038601 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1038700.375000 Penalty: 4530.410156
	Iteration 15Q: 3 clusters Score -1038700 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1038777.500000 Penalty: 4530.410156
	Iteration 16Q: 3 clusters Score -1038778 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1038843.312500 Penalty: 4530.410156
	Iteration 17Q: 3 clusters Score -1038843 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1038896.250000 Penalty: 4530.410156
	Iteration 18Q: 3 clusters Score -1038896 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1038941.375000 Penalty: 4530.410156
	Iteration 19Q: 3 clusters Score -1038941 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1038982.250000 Penalty: 4530.410156
	Iteration 20F: 3 clusters Score -1038982 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1039026.625000 Penalty: 4530.410156
	Iteration 21Q: 3 clusters Score -1039027 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1039071.437500 Penalty: 4530.410156
	Iteration 22Q: 3 clusters Score -1039071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1039102.625000 Penalty: 4530.410156
	Iteration 23Q: 3 clusters Score -1039103 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1039130.125000 Penalty: 4530.410156
	Iteration 24Q: 3 clusters Score -1039130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1039153.687500 Penalty: 4530.410156
	Iteration 25Q: 3 clusters Score -1039154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1039176.750000 Penalty: 4530.410156
	Iteration 26Q: 3 clusters Score -1039177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1039202.250000 Penalty: 4530.410156
	Iteration 27Q: 3 clusters Score -1039202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1039228.875000 Penalty: 4530.410156
	Iteration 28Q: 3 clusters Score -1039229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1039246.187500 Penalty: 4530.410156
	Iteration 29Q: 3 clusters Score -1039246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1039266.125000 Penalty: 4530.410156
	Iteration 30Q: 3 clusters Score -1039266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1039290.125000 Penalty: 4530.410156
	Iteration 31Q: 3 clusters Score -1039290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1039308.437500 Penalty: 4530.410156
	Iteration 32Q: 3 clusters Score -1039308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1039326.375000 Penalty: 4530.410156
	Iteration 33Q: 3 clusters Score -1039326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1039340.000000 Penalty: 4530.410156
	Iteration 34Q: 3 clusters Score -1039340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1039353.250000 Penalty: 4530.410156
	Iteration 35Q: 3 clusters Score -1039353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1039360.500000 Penalty: 4530.410156
	Iteration 36Q: 3 clusters Score -1039360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1039367.375000 Penalty: 4530.410156
	Iteration 37Q: 3 clusters Score -1039367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1039372.000000 Penalty: 4530.410156
	Iteration 38Q: 3 clusters Score -1039372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1039377.000000 Penalty: 4530.410156
	Iteration 39Q: 3 clusters Score -1039377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1039377.375000 Penalty: 4530.410156
	Iteration 40F: 3 clusters Score -1039377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1039379.312500 Penalty: 4530.410156
	Iteration 41Q: 3 clusters Score -1039379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1039380.500000 Penalty: 4530.410156
	Iteration 42Q: 3 clusters Score -1039380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1039380.500000 Penalty: 4530.410156
	Iteration 43F: 3 clusters Score -1039380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Entering Unmasked Estep 
Score: -301734.593750 Penalty: 1963.277832
	Iteration 0F: 2 clusters Score -301734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -298623.656250 Penalty: 3926.555664
	Iteration 0F: 3 clusters Score -298623.7 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -299216.593750 Penalty: 3926.555664
	Iteration 1F: 3 clusters Score -299216.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -299353.250000 Penalty: 3926.555664
	Iteration 2F: 3 clusters Score -299353.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -299424.750000 Penalty: 3926.555664
	Iteration 3Q: 3 clusters Score -299424.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -299473.562500 Penalty: 3926.555664
	Iteration 4Q: 3 clusters Score -299473.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -299517.750000 Penalty: 3926.555664
	Iteration 5Q: 3 clusters Score -299517.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -299556.281250 Penalty: 3926.555664
	Iteration 6Q: 3 clusters Score -299556.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -299596.375000 Penalty: 3926.555664
	Iteration 7Q: 3 clusters Score -299596.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -299629.406250 Penalty: 3926.555664
	Iteration 8Q: 3 clusters Score -299629.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -299650.156250 Penalty: 3926.555664
	Iteration 9Q: 3 clusters Score -299650.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -299662.718750 Penalty: 3926.555664
	Iteration 10Q: 3 clusters Score -299662.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -299674.781250 Penalty: 3926.555664
	Iteration 11Q: 3 clusters Score -299674.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -299686.031250 Penalty: 3926.555664
	Iteration 12Q: 3 clusters Score -299686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -299695.468750 Penalty: 3926.555664
	Iteration 13Q: 3 clusters Score -299695.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -299703.375000 Penalty: 3926.555664
	Iteration 14Q: 3 clusters Score -299703.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -299715.031250 Penalty: 3926.555664
	Iteration 15Q: 3 clusters Score -299715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -299728.281250 Penalty: 3926.555664
	Iteration 16Q: 3 clusters Score -299728.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -299739.750000 Penalty: 3926.555664
	Iteration 17Q: 3 clusters Score -299739.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -299744.093750 Penalty: 3926.555664
	Iteration 18Q: 3 clusters Score -299744.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -299748.718750 Penalty: 3926.555664
	Iteration 19Q: 3 clusters Score -299748.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -299753.500000 Penalty: 3926.555664
	Iteration 20F: 3 clusters Score -299753.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -299757.437500 Penalty: 3926.555664
	Iteration 21Q: 3 clusters Score -299757.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -299761.656250 Penalty: 3926.555664
	Iteration 22Q: 3 clusters Score -299761.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -299763.687500 Penalty: 3926.555664
	Iteration 23Q: 3 clusters Score -299763.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -299766.843750 Penalty: 3926.555664
	Iteration 24Q: 3 clusters Score -299766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -299769.718750 Penalty: 3926.555664
	Iteration 25Q: 3 clusters Score -299769.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -299774.312500 Penalty: 3926.555664
	Iteration 26Q: 3 clusters Score -299774.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -299777.906250 Penalty: 3926.555664
	Iteration 27Q: 3 clusters Score -299777.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -299781.343750 Penalty: 3926.555664
	Iteration 28Q: 3 clusters Score -299781.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -299783.781250 Penalty: 3926.555664
	Iteration 29Q: 3 clusters Score -299783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -299785.937500 Penalty: 3926.555664
	Iteration 30Q: 3 clusters Score -299785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -299787.031250 Penalty: 3926.555664
	Iteration 31Q: 3 clusters Score -299787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -299789.250000 Penalty: 3926.555664
	Iteration 32Q: 3 clusters Score -299789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -299790.875000 Penalty: 3926.555664
	Iteration 33Q: 3 clusters Score -299790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -299791.406250 Penalty: 3926.555664
	Iteration 34Q: 3 clusters Score -299791.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -299793.000000 Penalty: 3926.555664
	Iteration 35Q: 3 clusters Score -299793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -299797.531250 Penalty: 3926.555664
	Iteration 36Q: 3 clusters Score -299797.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -299802.500000 Penalty: 3926.555664
	Iteration 37Q: 3 clusters Score -299802.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -299808.875000 Penalty: 3926.555664
	Iteration 38Q: 3 clusters Score -299808.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -299814.718750 Penalty: 3926.555664
	Iteration 39Q: 3 clusters Score -299814.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -299817.687500 Penalty: 3926.555664
	Iteration 40F: 3 clusters Score -299817.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -299821.250000 Penalty: 3926.555664
	Iteration 41Q: 3 clusters Score -299821.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -299827.000000 Penalty: 3926.555664
	Iteration 42Q: 3 clusters Score -299827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -299833.031250 Penalty: 3926.555664
	Iteration 43Q: 3 clusters Score -299833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -299837.937500 Penalty: 3926.555664
	Iteration 44Q: 3 clusters Score -299837.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -299848.687500 Penalty: 3926.555664
	Iteration 45Q: 3 clusters Score -299848.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -299856.187500 Penalty: 3926.555664
	Iteration 46Q: 3 clusters Score -299856.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -299863.937500 Penalty: 3926.555664
	Iteration 47Q: 3 clusters Score -299863.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -299871.250000 Penalty: 3926.555664
	Iteration 48Q: 3 clusters Score -299871.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -299885.562500 Penalty: 3926.555664
	Iteration 49Q: 3 clusters Score -299885.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -299914.437500 Penalty: 3926.555664
	Iteration 50Q: 3 clusters Score -299914.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -299945.093750 Penalty: 3926.555664
	Iteration 51Q: 3 clusters Score -299945.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -299989.812500 Penalty: 3926.555664
	Iteration 52Q: 3 clusters Score -299989.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -300063.218750 Penalty: 3926.555664
	Iteration 53Q: 3 clusters Score -300063.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -300175.625000 Penalty: 3926.555664
	Iteration 54Q: 3 clusters Score -300175.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -300326.781250 Penalty: 3926.555664
	Iteration 55Q: 3 clusters Score -300326.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -300521.093750 Penalty: 3926.555664
	Iteration 56Q: 3 clusters Score -300521.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -300745.375000 Penalty: 3926.555664
	Iteration 57Q: 3 clusters Score -300745.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -300849.500000 Penalty: 3926.555664
	Iteration 58Q: 3 clusters Score -300849.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -300908.656250 Penalty: 3926.555664
	Iteration 59Q: 3 clusters Score -300908.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -300941.843750 Penalty: 3926.555664
	Iteration 60F: 3 clusters Score -300941.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -300966.093750 Penalty: 3926.555664
	Iteration 61Q: 3 clusters Score -300966.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -300981.406250 Penalty: 3926.555664
	Iteration 62Q: 3 clusters Score -300981.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -300998.437500 Penalty: 3926.555664
	Iteration 63Q: 3 clusters Score -300998.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -301008.156250 Penalty: 3926.555664
	Iteration 64Q: 3 clusters Score -301008.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -301018.781250 Penalty: 3926.555664
	Iteration 65Q: 3 clusters Score -301018.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -301027.593750 Penalty: 3926.555664
	Iteration 66Q: 3 clusters Score -301027.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -301037.000000 Penalty: 3926.555664
	Iteration 67Q: 3 clusters Score -301037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -301050.437500 Penalty: 3926.555664
	Iteration 68Q: 3 clusters Score -301050.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -301068.187500 Penalty: 3926.555664
	Iteration 69Q: 3 clusters Score -301068.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -301079.968750 Penalty: 3926.555664
	Iteration 70Q: 3 clusters Score -301080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -301092.593750 Penalty: 3926.555664
	Iteration 71Q: 3 clusters Score -301092.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -301103.093750 Penalty: 3926.555664
	Iteration 72Q: 3 clusters Score -301103.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -301107.812500 Penalty: 3926.555664
	Iteration 73Q: 3 clusters Score -301107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -301108.937500 Penalty: 3926.555664
	Iteration 74Q: 3 clusters Score -301108.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -301109.781250 Penalty: 3926.555664
	Iteration 75Q: 3 clusters Score -301109.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -301110.000000 Penalty: 3926.555664
	Iteration 76Q: 3 clusters Score -301110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -301111.062500 Penalty: 3926.555664
	Iteration 77Q: 3 clusters Score -301111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -301111.968750 Penalty: 3926.555664
	Iteration 78Q: 3 clusters Score -301112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -301114.312500 Penalty: 3926.555664
	Iteration 79Q: 3 clusters Score -301114.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -301116.031250 Penalty: 3926.555664
	Iteration 80F: 3 clusters Score -301116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -301120.875000 Penalty: 3926.555664
	Iteration 81Q: 3 clusters Score -301120.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -301122.875000 Penalty: 3926.555664
	Iteration 82Q: 3 clusters Score -301122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -301122.656250 Penalty: 3926.555664
	Iteration 83Q: 3 clusters Score -301122.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -301122.656250 Penalty: 3926.555664
	Iteration 84F: 3 clusters Score -301122.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Entering Unmasked Estep 
Score: -3378432.750000 Penalty: 2555.061279
	Iteration 0F: 2 clusters Score -3378433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3357873.750000 Penalty: 5110.122559
	Iteration 0F: 3 clusters Score -3357874 nChanged 13433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -3365150.500000 Penalty: 5110.122559
	Iteration 1F: 3 clusters Score -3365150 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3365626.750000 Penalty: 5110.122559
	Iteration 2Q: 3 clusters Score -3365627 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3366175.000000 Penalty: 5110.122559
	Iteration 3Q: 3 clusters Score -3366175 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3366689.250000 Penalty: 5110.122559
	Iteration 4Q: 3 clusters Score -3366689 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3367241.250000 Penalty: 5110.122559
	Iteration 5Q: 3 clusters Score -3367241 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3367846.250000 Penalty: 5110.122559
	Iteration 6Q: 3 clusters Score -3367846 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3368521.500000 Penalty: 5110.122559
	Iteration 7Q: 3 clusters Score -3368522 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3369305.750000 Penalty: 5110.122559
	Iteration 8Q: 3 clusters Score -3369306 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3370181.500000 Penalty: 5110.122559
	Iteration 9Q: 3 clusters Score -3370182 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -3371099.750000 Penalty: 5110.122559
	Iteration 10F: 3 clusters Score -3371100 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3371956.750000 Penalty: 5110.122559
	Iteration 11Q: 3 clusters Score -3371957 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -3372566.000000 Penalty: 5110.122559
	Iteration 12Q: 3 clusters Score -3372566 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -3372902.250000 Penalty: 5110.122559
	Iteration 13Q: 3 clusters Score -3372902 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3373039.250000 Penalty: 5110.122559
	Iteration 14Q: 3 clusters Score -3373039 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3373133.000000 Penalty: 5110.122559
	Iteration 15Q: 3 clusters Score -3373133 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3373208.000000 Penalty: 5110.122559
	Iteration 16Q: 3 clusters Score -3373208 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3373281.000000 Penalty: 5110.122559
	Iteration 17Q: 3 clusters Score -3373281 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -3373321.500000 Penalty: 5110.122559
	Iteration 18Q: 3 clusters Score -3373322 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3373372.500000 Penalty: 5110.122559
	Iteration 19Q: 3 clusters Score -3373372 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3373407.500000 Penalty: 5110.122559
	Iteration 20F: 3 clusters Score -3373408 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -3373444.000000 Penalty: 5110.122559
	Iteration 21Q: 3 clusters Score -3373444 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -3373466.750000 Penalty: 5110.122559
	Iteration 22Q: 3 clusters Score -3373467 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3373493.500000 Penalty: 5110.122559
	Iteration 23Q: 3 clusters Score -3373494 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -3373497.250000 Penalty: 5110.122559
	Iteration 24Q: 3 clusters Score -3373497 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3373519.500000 Penalty: 5110.122559
	Iteration 25Q: 3 clusters Score -3373520 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3373536.000000 Penalty: 5110.122559
	Iteration 26Q: 3 clusters Score -3373536 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3373546.250000 Penalty: 5110.122559
	Iteration 27Q: 3 clusters Score -3373546 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3373558.500000 Penalty: 5110.122559
	Iteration 28Q: 3 clusters Score -3373558 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -3373576.500000 Penalty: 5110.122559
	Iteration 29Q: 3 clusters Score -3373576 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -3373588.500000 Penalty: 5110.122559
	Iteration 30Q: 3 clusters Score -3373588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3373586.750000 Penalty: 5110.122559
	Iteration 31Q: 3 clusters Score -3373587 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -3373608.250000 Penalty: 5110.122559
	Iteration 32Q: 3 clusters Score -3373608 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -3373618.500000 Penalty: 5110.122559
	Iteration 33Q: 3 clusters Score -3373618 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3373637.000000 Penalty: 5110.122559
	Iteration 34Q: 3 clusters Score -3373637 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -3373646.500000 Penalty: 5110.122559
	Iteration 35Q: 3 clusters Score -3373646 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3373658.750000 Penalty: 5110.122559
	Iteration 36Q: 3 clusters Score -3373659 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3373670.000000 Penalty: 5110.122559
	Iteration 37Q: 3 clusters Score -3373670 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -3373687.750000 Penalty: 5110.122559
	Iteration 38Q: 3 clusters Score -3373688 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3373690.000000 Penalty: 5110.122559
	Iteration 39Q: 3 clusters Score -3373690 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3373698.750000 Penalty: 5110.122559
	Iteration 40F: 3 clusters Score -3373699 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3373699.250000 Penalty: 5110.122559
	Iteration 41Q: 3 clusters Score -3373699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -3373704.750000 Penalty: 5110.122559
	Iteration 42Q: 3 clusters Score -3373705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -3373714.000000 Penalty: 5110.122559
	Iteration 43Q: 3 clusters Score -3373714 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -3373712.500000 Penalty: 5110.122559
	Iteration 44Q: 3 clusters Score -3373712 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3373716.250000 Penalty: 5110.122559
	Iteration 45Q: 3 clusters Score -3373716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3373717.000000 Penalty: 5110.122559
	Iteration 46Q: 3 clusters Score -3373717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -3373721.250000 Penalty: 5110.122559
	Iteration 47Q: 3 clusters Score -3373721 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -3373727.750000 Penalty: 5110.122559
	Iteration 48Q: 3 clusters Score -3373728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -3373736.000000 Penalty: 5110.122559
	Iteration 49Q: 3 clusters Score -3373736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -3373746.000000 Penalty: 5110.122559
	Iteration 50Q: 3 clusters Score -3373746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -3373749.750000 Penalty: 5110.122559
	Iteration 51Q: 3 clusters Score -3373750 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -3373749.250000 Penalty: 5110.122559
	Iteration 52Q: 3 clusters Score -3373749 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -3373763.000000 Penalty: 5110.122559
	Iteration 53Q: 3 clusters Score -3373763 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3373761.500000 Penalty: 5110.122559
	Iteration 54Q: 3 clusters Score -3373762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -3373764.250000 Penalty: 5110.122559
	Iteration 55Q: 3 clusters Score -3373764 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -3373773.000000 Penalty: 5110.122559
	Iteration 56Q: 3 clusters Score -3373773 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3373774.750000 Penalty: 5110.122559
	Iteration 57Q: 3 clusters Score -3373775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3373786.500000 Penalty: 5110.122559
	Iteration 58Q: 3 clusters Score -3373786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -3373787.250000 Penalty: 5110.122559
	Iteration 59Q: 3 clusters Score -3373787 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -3373788.250000 Penalty: 5110.122559
	Iteration 60F: 3 clusters Score -3373788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -3373804.000000 Penalty: 5110.122559
	Iteration 61Q: 3 clusters Score -3373804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3373809.000000 Penalty: 5110.122559
	Iteration 62Q: 3 clusters Score -3373809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -3373804.000000 Penalty: 5110.122559
	Iteration 63Q: 3 clusters Score -3373804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -3373808.750000 Penalty: 5110.122559
	Iteration 64Q: 3 clusters Score -3373809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -3373808.250000 Penalty: 5110.122559
	Iteration 65Q: 3 clusters Score -3373808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -3373811.000000 Penalty: 5110.122559
	Iteration 66Q: 3 clusters Score -3373811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3373816.750000 Penalty: 5110.122559
	Iteration 67Q: 3 clusters Score -3373817 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -3373820.250000 Penalty: 5110.122559
	Iteration 68Q: 3 clusters Score -3373820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -3373841.500000 Penalty: 5110.122559
	Iteration 69Q: 3 clusters Score -3373842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3373851.000000 Penalty: 5110.122559
	Iteration 70Q: 3 clusters Score -3373851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3373857.250000 Penalty: 5110.122559
	Iteration 71Q: 3 clusters Score -3373857 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -3373855.750000 Penalty: 5110.122559
	Iteration 72Q: 3 clusters Score -3373856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -3373868.250000 Penalty: 5110.122559
	Iteration 73Q: 3 clusters Score -3373868 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3373872.750000 Penalty: 5110.122559
	Iteration 74Q: 3 clusters Score -3373873 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3373895.250000 Penalty: 5110.122559
	Iteration 75Q: 3 clusters Score -3373895 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3373896.750000 Penalty: 5110.122559
	Iteration 76Q: 3 clusters Score -3373897 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3373915.000000 Penalty: 5110.122559
	Iteration 77Q: 3 clusters Score -3373915 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -3373929.250000 Penalty: 5110.122559
	Iteration 78Q: 3 clusters Score -3373929 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3373928.750000 Penalty: 5110.122559
	Iteration 79Q: 3 clusters Score -3373929 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -3373936.000000 Penalty: 5110.122559
	Iteration 80F: 3 clusters Score -3373936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -3373945.250000 Penalty: 5110.122559
	Iteration 81Q: 3 clusters Score -3373945 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -3373950.750000 Penalty: 5110.122559
	Iteration 82Q: 3 clusters Score -3373951 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3373969.250000 Penalty: 5110.122559
	Iteration 83Q: 3 clusters Score -3373969 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3374000.250000 Penalty: 5110.122559
	Iteration 84Q: 3 clusters Score -3374000 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3374013.750000 Penalty: 5110.122559
	Iteration 85Q: 3 clusters Score -3374014 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3374042.250000 Penalty: 5110.122559
	Iteration 86Q: 3 clusters Score -3374042 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -3374032.500000 Penalty: 5110.122559
	Iteration 87Q: 3 clusters Score -3374032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -3374044.500000 Penalty: 5110.122559
	Iteration 88Q: 3 clusters Score -3374044 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -3374053.500000 Penalty: 5110.122559
	Iteration 89Q: 3 clusters Score -3374054 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -3374087.750000 Penalty: 5110.122559
	Iteration 90Q: 3 clusters Score -3374088 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3374106.250000 Penalty: 5110.122559
	Iteration 91Q: 3 clusters Score -3374106 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3374124.500000 Penalty: 5110.122559
	Iteration 92Q: 3 clusters Score -3374124 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -3374135.500000 Penalty: 5110.122559
	Iteration 93Q: 3 clusters Score -3374136 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3374144.000000 Penalty: 5110.122559
	Iteration 94Q: 3 clusters Score -3374144 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3374178.500000 Penalty: 5110.122559
	Iteration 95Q: 3 clusters Score -3374178 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -3374195.000000 Penalty: 5110.122559
	Iteration 96Q: 3 clusters Score -3374195 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3374211.500000 Penalty: 5110.122559
	Iteration 97Q: 3 clusters Score -3374212 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3374234.250000 Penalty: 5110.122559
	Iteration 98Q: 3 clusters Score -3374234 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -3374261.250000 Penalty: 5110.122559
	Iteration 99Q: 3 clusters Score -3374261 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -3374289.000000 Penalty: 5110.122559
	Iteration 100F: 3 clusters Score -3374289 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3374322.750000 Penalty: 5110.122559
	Iteration 101Q: 3 clusters Score -3374323 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -3374347.750000 Penalty: 5110.122559
	Iteration 102Q: 3 clusters Score -3374348 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3374365.750000 Penalty: 5110.122559
	Iteration 103Q: 3 clusters Score -3374366 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -3374392.500000 Penalty: 5110.122559
	Iteration 104Q: 3 clusters Score -3374392 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3374435.000000 Penalty: 5110.122559
	Iteration 105Q: 3 clusters Score -3374435 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -3374476.750000 Penalty: 5110.122559
	Iteration 106Q: 3 clusters Score -3374477 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -3374524.000000 Penalty: 5110.122559
	Iteration 107Q: 3 clusters Score -3374524 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3374574.750000 Penalty: 5110.122559
	Iteration 108Q: 3 clusters Score -3374575 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -3374622.250000 Penalty: 5110.122559
	Iteration 109Q: 3 clusters Score -3374622 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -3374692.000000 Penalty: 5110.122559
	Iteration 110Q: 3 clusters Score -3374692 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3374735.250000 Penalty: 5110.122559
	Iteration 111Q: 3 clusters Score -3374735 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3374786.000000 Penalty: 5110.122559
	Iteration 112Q: 3 clusters Score -3374786 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3374854.750000 Penalty: 5110.122559
	Iteration 113Q: 3 clusters Score -3374855 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3374908.750000 Penalty: 5110.122559
	Iteration 114Q: 3 clusters Score -3374909 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -3374981.500000 Penalty: 5110.122559
	Iteration 115Q: 3 clusters Score -3374982 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3375071.500000 Penalty: 5110.122559
	Iteration 116Q: 3 clusters Score -3375072 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3375168.000000 Penalty: 5110.122559
	Iteration 117Q: 3 clusters Score -3375168 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3375261.750000 Penalty: 5110.122559
	Iteration 118Q: 3 clusters Score -3375262 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3375336.500000 Penalty: 5110.122559
	Iteration 119Q: 3 clusters Score -3375336 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -3375414.250000 Penalty: 5110.122559
	Iteration 120F: 3 clusters Score -3375414 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3375487.750000 Penalty: 5110.122559
	Iteration 121Q: 3 clusters Score -3375488 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3375549.500000 Penalty: 5110.122559
	Iteration 122Q: 3 clusters Score -3375550 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3375632.500000 Penalty: 5110.122559
	Iteration 123Q: 3 clusters Score -3375632 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3375700.000000 Penalty: 5110.122559
	Iteration 124Q: 3 clusters Score -3375700 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3375761.500000 Penalty: 5110.122559
	Iteration 125Q: 3 clusters Score -3375762 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3375831.250000 Penalty: 5110.122559
	Iteration 126Q: 3 clusters Score -3375831 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3375891.250000 Penalty: 5110.122559
	Iteration 127Q: 3 clusters Score -3375891 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3375929.250000 Penalty: 5110.122559
	Iteration 128Q: 3 clusters Score -3375929 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3375970.000000 Penalty: 5110.122559
	Iteration 129Q: 3 clusters Score -3375970 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3375994.750000 Penalty: 5110.122559
	Iteration 130Q: 3 clusters Score -3375995 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3376029.500000 Penalty: 5110.122559
	Iteration 131Q: 3 clusters Score -3376030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3376078.500000 Penalty: 5110.122559
	Iteration 132Q: 3 clusters Score -3376078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3376103.500000 Penalty: 5110.122559
	Iteration 133Q: 3 clusters Score -3376104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3376113.500000 Penalty: 5110.122559
	Iteration 134Q: 3 clusters Score -3376114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3376132.500000 Penalty: 5110.122559
	Iteration 135Q: 3 clusters Score -3376132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3376146.750000 Penalty: 5110.122559
	Iteration 136Q: 3 clusters Score -3376147 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3376162.250000 Penalty: 5110.122559
	Iteration 137Q: 3 clusters Score -3376162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3376182.750000 Penalty: 5110.122559
	Iteration 138Q: 3 clusters Score -3376183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3376197.250000 Penalty: 5110.122559
	Iteration 139Q: 3 clusters Score -3376197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3376206.750000 Penalty: 5110.122559
	Iteration 140F: 3 clusters Score -3376207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3376219.250000 Penalty: 5110.122559
	Iteration 141Q: 3 clusters Score -3376219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3376229.750000 Penalty: 5110.122559
	Iteration 142Q: 3 clusters Score -3376230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3376239.000000 Penalty: 5110.122559
	Iteration 143Q: 3 clusters Score -3376239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3376241.750000 Penalty: 5110.122559
	Iteration 144Q: 3 clusters Score -3376242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3376249.500000 Penalty: 5110.122559
	Iteration 145Q: 3 clusters Score -3376250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3376253.000000 Penalty: 5110.122559
	Iteration 146Q: 3 clusters Score -3376253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3376253.500000 Penalty: 5110.122559
	Iteration 147Q: 3 clusters Score -3376254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3376268.750000 Penalty: 5110.122559
	Iteration 148Q: 3 clusters Score -3376269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3376269.250000 Penalty: 5110.122559
	Iteration 149Q: 3 clusters Score -3376269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3376271.250000 Penalty: 5110.122559
	Iteration 150Q: 3 clusters Score -3376271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3376274.000000 Penalty: 5110.122559
	Iteration 151Q: 3 clusters Score -3376274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3376279.250000 Penalty: 5110.122559
	Iteration 152Q: 3 clusters Score -3376279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3376279.750000 Penalty: 5110.122559
	Iteration 153Q: 3 clusters Score -3376280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3376279.750000 Penalty: 5110.122559
	Iteration 154Q: 3 clusters Score -3376280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3376282.000000 Penalty: 5110.122559
	Iteration 155Q: 3 clusters Score -3376282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3376283.000000 Penalty: 5110.122559
	Iteration 156Q: 3 clusters Score -3376283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3376284.750000 Penalty: 5110.122559
	Iteration 157Q: 3 clusters Score -3376285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3376287.250000 Penalty: 5110.122559
	Iteration 158Q: 3 clusters Score -3376287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3376286.750000 Penalty: 5110.122559
	Iteration 159Q: 3 clusters Score -3376287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3376286.250000 Penalty: 5110.122559
	Iteration 160F: 3 clusters Score -3376286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3376289.500000 Penalty: 5110.122559
	Iteration 161Q: 3 clusters Score -3376290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3376293.750000 Penalty: 5110.122559
	Iteration 162Q: 3 clusters Score -3376294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3376294.500000 Penalty: 5110.122559
	Iteration 163Q: 3 clusters Score -3376294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3376293.000000 Penalty: 5110.122559
	Iteration 164Q: 3 clusters Score -3376293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3376293.000000 Penalty: 5110.122559
	Iteration 165F: 3 clusters Score -3376293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (319266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319266 members 
Entering Unmasked Estep 
Score: -35287624.000000 Penalty: 3143.097412
	Iteration 0F: 2 clusters Score -3.528762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160373 members 
Mstep: Class 2 contains 158893 members 
Entering Unmasked Estep 
Score: -35103684.000000 Penalty: 6286.194824
	Iteration 0F: 3 clusters Score -3.510368e+07 nChanged 155330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174501 members 
Mstep: Class 2 contains 144765 members 
Entering Unmasked Estep 
Score: -35196652.000000 Penalty: 6286.194824
	Iteration 1F: 3 clusters Score -3.519665e+07 nChanged 10993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183198 members 
Mstep: Class 2 contains 136068 members 
Entering Unmasked Estep 
Score: -35199844.000000 Penalty: 6286.194824
	Iteration 2Q: 3 clusters Score -3.519984e+07 nChanged 14505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196473 members 
Mstep: Class 2 contains 122793 members 
Entering Unmasked Estep 
Score: -35205796.000000 Penalty: 6286.194824
	Iteration 3Q: 3 clusters Score -3.52058e+07 nChanged 19596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215531 members 
Mstep: Class 2 contains 103735 members 
Entering Unmasked Estep 
Score: -35216892.000000 Penalty: 6286.194824
	Iteration 4F: 3 clusters Score -3.521689e+07 nChanged 25012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240325 members 
Mstep: Class 2 contains 78941 members 
Entering Unmasked Estep 
Score: -35235388.000000 Penalty: 6286.194824
	Iteration 5F: 3 clusters Score -3.523539e+07 nChanged 27368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267625 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -35258676.000000 Penalty: 6286.194824
	Iteration 6F: 3 clusters Score -3.525868e+07 nChanged 23248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290851 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -35280220.000000 Penalty: 6286.194824
	Iteration 7F: 3 clusters Score -3.528022e+07 nChanged 14866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305713 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -35288752.000000 Penalty: 6286.194824
	Iteration 8Q: 3 clusters Score -3.528875e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313799 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -35287520.000000 Penalty: 6286.194824
	Iteration 9Q: 3 clusters Score -3.528752e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317055 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -35286104.000000 Penalty: 6286.194824
	Iteration 10Q: 3 clusters Score -3.52861e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318168 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -35285236.000000 Penalty: 6286.194824
	Iteration 11Q: 3 clusters Score -3.528524e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318534 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -35285200.000000 Penalty: 6286.194824
	Iteration 12Q: 3 clusters Score -3.52852e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318701 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -35285204.000000 Penalty: 6286.194824
	Iteration 13Q: 3 clusters Score -3.52852e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318763 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -35285228.000000 Penalty: 6286.194824
	Iteration 14Q: 3 clusters Score -3.528523e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318803 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -35285252.000000 Penalty: 6286.194824
	Iteration 15Q: 3 clusters Score -3.528525e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318813 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -35285304.000000 Penalty: 6286.194824
	Iteration 16Q: 3 clusters Score -3.52853e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318823 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -35285300.000000 Penalty: 6286.194824
	Iteration 17Q: 3 clusters Score -3.52853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318829 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -35285324.000000 Penalty: 6286.194824
	Iteration 18Q: 3 clusters Score -3.528532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318835 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -35285332.000000 Penalty: 6286.194824
	Iteration 19Q: 3 clusters Score -3.528533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318841 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -35285332.000000 Penalty: 6286.194824
	Iteration 20F: 3 clusters Score -3.528533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318840 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -35285332.000000 Penalty: 6286.194824
	Iteration 21Q: 3 clusters Score -3.528533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318841 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -35285336.000000 Penalty: 6286.194824
	Iteration 22Q: 3 clusters Score -3.528534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318842 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -35285328.000000 Penalty: 6286.194824
	Iteration 23Q: 3 clusters Score -3.528533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318845 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -35285312.000000 Penalty: 6286.194824
	Iteration 24Q: 3 clusters Score -3.528531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318842 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -35285304.000000 Penalty: 6286.194824
	Iteration 25Q: 3 clusters Score -3.52853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318840 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -35285328.000000 Penalty: 6286.194824
	Iteration 26Q: 3 clusters Score -3.528533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318838 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35285316.000000 Penalty: 6286.194824
	Iteration 27Q: 3 clusters Score -3.528532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318838 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35285328.000000 Penalty: 6286.194824
	Iteration 28Q: 3 clusters Score -3.528533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318840 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -35285332.000000 Penalty: 6286.194824
	Iteration 29Q: 3 clusters Score -3.528533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318838 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -35285340.000000 Penalty: 6286.194824
	Iteration 30Q: 3 clusters Score -3.528534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318839 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -35285336.000000 Penalty: 6286.194824
	Iteration 31Q: 3 clusters Score -3.528534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318841 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -35285328.000000 Penalty: 6286.194824
	Iteration 32Q: 3 clusters Score -3.528533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318843 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -35285324.000000 Penalty: 6286.194824
	Iteration 33Q: 3 clusters Score -3.528532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318844 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -35285340.000000 Penalty: 6286.194824
	Iteration 34Q: 3 clusters Score -3.528534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318842 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -35285340.000000 Penalty: 6286.194824
	Iteration 35Q: 3 clusters Score -3.528534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318841 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -35285348.000000 Penalty: 6286.194824
	Iteration 36Q: 3 clusters Score -3.528535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318841 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -35285348.000000 Penalty: 6286.194824
	Iteration 37F: 3 clusters Score -3.528535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Entering Unmasked Estep 
Score: -478530.031250 Penalty: 2069.378174
	Iteration 0F: 2 clusters Score -478530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -474482.281250 Penalty: 4138.756348
	Iteration 0F: 3 clusters Score -474482.3 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -475329.343750 Penalty: 4138.756348
	Iteration 1F: 3 clusters Score -475329.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -475506.593750 Penalty: 4138.756348
	Iteration 2F: 3 clusters Score -475506.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -475601.468750 Penalty: 4138.756348
	Iteration 3Q: 3 clusters Score -475601.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -475664.406250 Penalty: 4138.756348
	Iteration 4Q: 3 clusters Score -475664.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -475702.218750 Penalty: 4138.756348
	Iteration 5Q: 3 clusters Score -475702.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -475745.250000 Penalty: 4138.756348
	Iteration 6Q: 3 clusters Score -475745.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -475785.718750 Penalty: 4138.756348
	Iteration 7Q: 3 clusters Score -475785.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -475819.875000 Penalty: 4138.756348
	Iteration 8Q: 3 clusters Score -475819.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -475853.281250 Penalty: 4138.756348
	Iteration 9Q: 3 clusters Score -475853.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -475880.781250 Penalty: 4138.756348
	Iteration 10Q: 3 clusters Score -475880.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -475897.906250 Penalty: 4138.756348
	Iteration 11Q: 3 clusters Score -475897.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -475911.031250 Penalty: 4138.756348
	Iteration 12Q: 3 clusters Score -475911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -475924.343750 Penalty: 4138.756348
	Iteration 13Q: 3 clusters Score -475924.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -475932.968750 Penalty: 4138.756348
	Iteration 14Q: 3 clusters Score -475933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -475940.343750 Penalty: 4138.756348
	Iteration 15Q: 3 clusters Score -475940.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -475948.281250 Penalty: 4138.756348
	Iteration 16Q: 3 clusters Score -475948.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -475955.156250 Penalty: 4138.756348
	Iteration 17Q: 3 clusters Score -475955.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -475963.000000 Penalty: 4138.756348
	Iteration 18Q: 3 clusters Score -475963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -475968.812500 Penalty: 4138.756348
	Iteration 19Q: 3 clusters Score -475968.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -475975.156250 Penalty: 4138.756348
	Iteration 20F: 3 clusters Score -475975.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -475980.562500 Penalty: 4138.756348
	Iteration 21Q: 3 clusters Score -475980.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -475983.406250 Penalty: 4138.756348
	Iteration 22Q: 3 clusters Score -475983.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -475985.718750 Penalty: 4138.756348
	Iteration 23Q: 3 clusters Score -475985.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -475988.687500 Penalty: 4138.756348
	Iteration 24Q: 3 clusters Score -475988.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -475991.031250 Penalty: 4138.756348
	Iteration 25Q: 3 clusters Score -475991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -475992.093750 Penalty: 4138.756348
	Iteration 26Q: 3 clusters Score -475992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -475993.312500 Penalty: 4138.756348
	Iteration 27Q: 3 clusters Score -475993.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -475996.187500 Penalty: 4138.756348
	Iteration 28Q: 3 clusters Score -475996.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -476000.156250 Penalty: 4138.756348
	Iteration 29Q: 3 clusters Score -476000.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -476004.000000 Penalty: 4138.756348
	Iteration 30Q: 3 clusters Score -476004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -476007.687500 Penalty: 4138.756348
	Iteration 31Q: 3 clusters Score -476007.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -476011.500000 Penalty: 4138.756348
	Iteration 32Q: 3 clusters Score -476011.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -476013.843750 Penalty: 4138.756348
	Iteration 33Q: 3 clusters Score -476013.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -476018.531250 Penalty: 4138.756348
	Iteration 34Q: 3 clusters Score -476018.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -476022.187500 Penalty: 4138.756348
	Iteration 35Q: 3 clusters Score -476022.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -476026.156250 Penalty: 4138.756348
	Iteration 36Q: 3 clusters Score -476026.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -476028.500000 Penalty: 4138.756348
	Iteration 37Q: 3 clusters Score -476028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -476029.562500 Penalty: 4138.756348
	Iteration 38Q: 3 clusters Score -476029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -476029.375000 Penalty: 4138.756348
	Iteration 39Q: 3 clusters Score -476029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -476029.500000 Penalty: 4138.756348
	Iteration 40F: 3 clusters Score -476029.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -476029.718750 Penalty: 4138.756348
	Iteration 41Q: 3 clusters Score -476029.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -476030.093750 Penalty: 4138.756348
	Iteration 42Q: 3 clusters Score -476030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -476031.093750 Penalty: 4138.756348
	Iteration 43Q: 3 clusters Score -476031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -476031.093750 Penalty: 4138.756348
	Iteration 44Q: 3 clusters Score -476031.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -476032.000000 Penalty: 4138.756348
	Iteration 45Q: 3 clusters Score -476032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -476032.062500 Penalty: 4138.756348
	Iteration 46Q: 3 clusters Score -476032.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -476035.343750 Penalty: 4138.756348
	Iteration 47Q: 3 clusters Score -476035.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -476038.562500 Penalty: 4138.756348
	Iteration 48Q: 3 clusters Score -476038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -476040.781250 Penalty: 4138.756348
	Iteration 49Q: 3 clusters Score -476040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -476042.062500 Penalty: 4138.756348
	Iteration 50Q: 3 clusters Score -476042.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -476044.375000 Penalty: 4138.756348
	Iteration 51Q: 3 clusters Score -476044.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -476048.625000 Penalty: 4138.756348
	Iteration 52Q: 3 clusters Score -476048.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -476050.937500 Penalty: 4138.756348
	Iteration 53Q: 3 clusters Score -476050.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -476056.937500 Penalty: 4138.756348
	Iteration 54Q: 3 clusters Score -476056.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -476064.000000 Penalty: 4138.756348
	Iteration 55Q: 3 clusters Score -476064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -476068.343750 Penalty: 4138.756348
	Iteration 56Q: 3 clusters Score -476068.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -476073.156250 Penalty: 4138.756348
	Iteration 57Q: 3 clusters Score -476073.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -476074.718750 Penalty: 4138.756348
	Iteration 58Q: 3 clusters Score -476074.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -476076.781250 Penalty: 4138.756348
	Iteration 59Q: 3 clusters Score -476076.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -476078.718750 Penalty: 4138.756348
	Iteration 60F: 3 clusters Score -476078.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -476081.781250 Penalty: 4138.756348
	Iteration 61Q: 3 clusters Score -476081.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -476084.781250 Penalty: 4138.756348
	Iteration 62Q: 3 clusters Score -476084.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -476086.468750 Penalty: 4138.756348
	Iteration 63Q: 3 clusters Score -476086.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -476088.531250 Penalty: 4138.756348
	Iteration 64Q: 3 clusters Score -476088.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -476088.312500 Penalty: 4138.756348
	Iteration 65Q: 3 clusters Score -476088.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -476089.156250 Penalty: 4138.756348
	Iteration 66Q: 3 clusters Score -476089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -476090.375000 Penalty: 4138.756348
	Iteration 67Q: 3 clusters Score -476090.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -476091.093750 Penalty: 4138.756348
	Iteration 68Q: 3 clusters Score -476091.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -476093.562500 Penalty: 4138.756348
	Iteration 69Q: 3 clusters Score -476093.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -476094.500000 Penalty: 4138.756348
	Iteration 70Q: 3 clusters Score -476094.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -476095.312500 Penalty: 4138.756348
	Iteration 71Q: 3 clusters Score -476095.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -476094.750000 Penalty: 4138.756348
	Iteration 72Q: 3 clusters Score -476094.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -476094.750000 Penalty: 4138.756348
	Iteration 73F: 3 clusters Score -476094.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Entering Unmasked Estep 
Score: -2377080.500000 Penalty: 2467.076172
	Iteration 0F: 2 clusters Score -2377080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2362357.000000 Penalty: 4934.152344
	Iteration 0F: 3 clusters Score -2362357 nChanged 9283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2367246.000000 Penalty: 4934.152344
	Iteration 1F: 3 clusters Score -2367246 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2367583.250000 Penalty: 4934.152344
	Iteration 2Q: 3 clusters Score -2367583 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2367840.750000 Penalty: 4934.152344
	Iteration 3Q: 3 clusters Score -2367841 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2368065.500000 Penalty: 4934.152344
	Iteration 4Q: 3 clusters Score -2368066 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2368273.250000 Penalty: 4934.152344
	Iteration 5Q: 3 clusters Score -2368273 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2368511.000000 Penalty: 4934.152344
	Iteration 6Q: 3 clusters Score -2368511 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2368765.000000 Penalty: 4934.152344
	Iteration 7Q: 3 clusters Score -2368765 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2369128.500000 Penalty: 4934.152344
	Iteration 8Q: 3 clusters Score -2369128 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2369595.000000 Penalty: 4934.152344
	Iteration 9Q: 3 clusters Score -2369595 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2370229.250000 Penalty: 4934.152344
	Iteration 10Q: 3 clusters Score -2370229 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2371022.750000 Penalty: 4934.152344
	Iteration 11F: 3 clusters Score -2371023 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2371864.000000 Penalty: 4934.152344
	Iteration 12F: 3 clusters Score -2371864 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2372529.750000 Penalty: 4934.152344
	Iteration 13Q: 3 clusters Score -2372530 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2372960.250000 Penalty: 4934.152344
	Iteration 14Q: 3 clusters Score -2372960 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2373212.250000 Penalty: 4934.152344
	Iteration 15Q: 3 clusters Score -2373212 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2373389.750000 Penalty: 4934.152344
	Iteration 16Q: 3 clusters Score -2373390 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2373507.500000 Penalty: 4934.152344
	Iteration 17Q: 3 clusters Score -2373508 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2373629.250000 Penalty: 4934.152344
	Iteration 18Q: 3 clusters Score -2373629 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2373748.250000 Penalty: 4934.152344
	Iteration 19Q: 3 clusters Score -2373748 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2373882.500000 Penalty: 4934.152344
	Iteration 20F: 3 clusters Score -2373882 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2374035.500000 Penalty: 4934.152344
	Iteration 21Q: 3 clusters Score -2374036 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2374196.500000 Penalty: 4934.152344
	Iteration 22Q: 3 clusters Score -2374196 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2374318.500000 Penalty: 4934.152344
	Iteration 23Q: 3 clusters Score -2374318 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2374405.500000 Penalty: 4934.152344
	Iteration 24Q: 3 clusters Score -2374406 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2374469.500000 Penalty: 4934.152344
	Iteration 25Q: 3 clusters Score -2374470 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2374527.250000 Penalty: 4934.152344
	Iteration 26Q: 3 clusters Score -2374527 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2374577.000000 Penalty: 4934.152344
	Iteration 27Q: 3 clusters Score -2374577 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2374614.750000 Penalty: 4934.152344
	Iteration 28Q: 3 clusters Score -2374615 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2374652.500000 Penalty: 4934.152344
	Iteration 29Q: 3 clusters Score -2374652 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2374683.000000 Penalty: 4934.152344
	Iteration 30Q: 3 clusters Score -2374683 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2374707.250000 Penalty: 4934.152344
	Iteration 31Q: 3 clusters Score -2374707 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2374729.500000 Penalty: 4934.152344
	Iteration 32Q: 3 clusters Score -2374730 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2374754.250000 Penalty: 4934.152344
	Iteration 33Q: 3 clusters Score -2374754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2374778.750000 Penalty: 4934.152344
	Iteration 34Q: 3 clusters Score -2374779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2374785.000000 Penalty: 4934.152344
	Iteration 35Q: 3 clusters Score -2374785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2374792.000000 Penalty: 4934.152344
	Iteration 36Q: 3 clusters Score -2374792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2374803.500000 Penalty: 4934.152344
	Iteration 37Q: 3 clusters Score -2374804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2374817.500000 Penalty: 4934.152344
	Iteration 38Q: 3 clusters Score -2374818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2374820.250000 Penalty: 4934.152344
	Iteration 39Q: 3 clusters Score -2374820 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2374827.500000 Penalty: 4934.152344
	Iteration 40F: 3 clusters Score -2374828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2374831.750000 Penalty: 4934.152344
	Iteration 41Q: 3 clusters Score -2374832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2374838.000000 Penalty: 4934.152344
	Iteration 42Q: 3 clusters Score -2374838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2374844.750000 Penalty: 4934.152344
	Iteration 43Q: 3 clusters Score -2374845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2374847.750000 Penalty: 4934.152344
	Iteration 44Q: 3 clusters Score -2374848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -2374853.500000 Penalty: 4934.152344
	Iteration 45Q: 3 clusters Score -2374854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2374858.500000 Penalty: 4934.152344
	Iteration 46Q: 3 clusters Score -2374858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2374861.750000 Penalty: 4934.152344
	Iteration 47Q: 3 clusters Score -2374862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2374867.250000 Penalty: 4934.152344
	Iteration 48Q: 3 clusters Score -2374867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2374867.750000 Penalty: 4934.152344
	Iteration 49Q: 3 clusters Score -2374868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2374868.750000 Penalty: 4934.152344
	Iteration 50Q: 3 clusters Score -2374869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2374864.500000 Penalty: 4934.152344
	Iteration 51Q: 3 clusters Score -2374864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2374871.250000 Penalty: 4934.152344
	Iteration 52Q: 3 clusters Score -2374871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2374877.250000 Penalty: 4934.152344
	Iteration 53Q: 3 clusters Score -2374877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2374879.000000 Penalty: 4934.152344
	Iteration 54Q: 3 clusters Score -2374879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2374883.000000 Penalty: 4934.152344
	Iteration 55Q: 3 clusters Score -2374883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -2374884.000000 Penalty: 4934.152344
	Iteration 56Q: 3 clusters Score -2374884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2374886.750000 Penalty: 4934.152344
	Iteration 57Q: 3 clusters Score -2374887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2374892.250000 Penalty: 4934.152344
	Iteration 58Q: 3 clusters Score -2374892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2374896.250000 Penalty: 4934.152344
	Iteration 59Q: 3 clusters Score -2374896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2374904.250000 Penalty: 4934.152344
	Iteration 60F: 3 clusters Score -2374904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2374904.750000 Penalty: 4934.152344
	Iteration 61Q: 3 clusters Score -2374905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2374908.000000 Penalty: 4934.152344
	Iteration 62Q: 3 clusters Score -2374908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -2374910.250000 Penalty: 4934.152344
	Iteration 63Q: 3 clusters Score -2374910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2374907.250000 Penalty: 4934.152344
	Iteration 64Q: 3 clusters Score -2374907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2374910.000000 Penalty: 4934.152344
	Iteration 65Q: 3 clusters Score -2374910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2374911.750000 Penalty: 4934.152344
	Iteration 66Q: 3 clusters Score -2374912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2374910.500000 Penalty: 4934.152344
	Iteration 67Q: 3 clusters Score -2374910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2374910.500000 Penalty: 4934.152344
	Iteration 68Q: 3 clusters Score -2374910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2374911.000000 Penalty: 4934.152344
	Iteration 69Q: 3 clusters Score -2374911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2374913.750000 Penalty: 4934.152344
	Iteration 70Q: 3 clusters Score -2374914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2374912.000000 Penalty: 4934.152344
	Iteration 71Q: 3 clusters Score -2374912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -2374916.000000 Penalty: 4934.152344
	Iteration 72Q: 3 clusters Score -2374916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2374914.500000 Penalty: 4934.152344
	Iteration 73Q: 3 clusters Score -2374914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2374913.500000 Penalty: 4934.152344
	Iteration 74Q: 3 clusters Score -2374914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2374914.250000 Penalty: 4934.152344
	Iteration 75Q: 3 clusters Score -2374914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2374915.250000 Penalty: 4934.152344
	Iteration 76Q: 3 clusters Score -2374915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2374915.000000 Penalty: 4934.152344
	Iteration 77Q: 3 clusters Score -2374915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2374919.000000 Penalty: 4934.152344
	Iteration 78Q: 3 clusters Score -2374919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2374919.000000 Penalty: 4934.152344
	Iteration 79Q: 3 clusters Score -2374919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2374915.750000 Penalty: 4934.152344
	Iteration 80F: 3 clusters Score -2374916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2374918.000000 Penalty: 4934.152344
	Iteration 81Q: 3 clusters Score -2374918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2374918.000000 Penalty: 4934.152344
	Iteration 82Q: 3 clusters Score -2374918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2374919.250000 Penalty: 4934.152344
	Iteration 83Q: 3 clusters Score -2374919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2374922.750000 Penalty: 4934.152344
	Iteration 84Q: 3 clusters Score -2374923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2374922.500000 Penalty: 4934.152344
	Iteration 85Q: 3 clusters Score -2374922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2374925.250000 Penalty: 4934.152344
	Iteration 86Q: 3 clusters Score -2374925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2374926.000000 Penalty: 4934.152344
	Iteration 87Q: 3 clusters Score -2374926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2374926.000000 Penalty: 4934.152344
	Iteration 88F: 3 clusters Score -2374926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -29338.046875 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -29338.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -28020.941406 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -28020.94 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28275.714844 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -28275.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28398.294922 Penalty: 2906.950195
	Iteration 2F: 3 clusters Score -28398.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28503.857422 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -28503.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28589.332031 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -28589.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28639.115234 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -28639.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -28721.943359 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -28721.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -28760.541016 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -28760.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -28778.980469 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -28778.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28783.330078 Penalty: 2906.950195
	Iteration 9Q: 3 clusters Score -28783.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28783.330078 Penalty: 2906.950195
	Iteration 10F: 3 clusters Score -28783.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84581 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110039 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159809 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29812 members 
Mstep: Class 18 contains 319266 members 
Mstep: Class 19 contains 4206 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015432.000000 Penalty: 68007.921875
Iteration 319Q: 21 clusters Score -9.801543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84581 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110039 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159808 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29811 members 
Mstep: Class 18 contains 319267 members 
Mstep: Class 19 contains 4207 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015432.000000 Penalty: 68007.921875
Iteration 320F: 21 clusters Score -9.801543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29171 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110040 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159806 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29812 members 
Mstep: Class 18 contains 319269 members 
Mstep: Class 19 contains 4206 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015464.000000 Penalty: 68007.921875
Iteration 321Q: 21 clusters Score -9.801546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29172 members 
Mstep: Class 3 contains 29269 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110041 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34151 members 
Mstep: Class 14 contains 159804 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29812 members 
Mstep: Class 18 contains 319268 members 
Mstep: Class 19 contains 4208 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015424.000000 Penalty: 68007.921875
Iteration 322Q: 21 clusters Score -9.801542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29172 members 
Mstep: Class 3 contains 29270 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110043 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34150 members 
Mstep: Class 14 contains 159804 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29812 members 
Mstep: Class 18 contains 319268 members 
Mstep: Class 19 contains 4206 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015424.000000 Penalty: 68007.921875
Iteration 323Q: 21 clusters Score -9.801542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29172 members 
Mstep: Class 3 contains 29270 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110043 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34150 members 
Mstep: Class 14 contains 159803 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29811 members 
Mstep: Class 18 contains 319266 members 
Mstep: Class 19 contains 4210 members 
Mstep: Class 20 contains 20908 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015440.000000 Penalty: 68007.921875
Iteration 324Q: 21 clusters Score -9.801544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29173 members 
Mstep: Class 3 contains 29270 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110045 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34151 members 
Mstep: Class 14 contains 159800 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29809 members 
Mstep: Class 18 contains 319265 members 
Mstep: Class 19 contains 4210 members 
Mstep: Class 20 contains 20909 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015424.000000 Penalty: 68007.921875
Iteration 325Q: 21 clusters Score -9.801542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29173 members 
Mstep: Class 3 contains 29270 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110045 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34151 members 
Mstep: Class 14 contains 159798 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29810 members 
Mstep: Class 18 contains 319264 members 
Mstep: Class 19 contains 4212 members 
Mstep: Class 20 contains 20909 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015456.000000 Penalty: 68007.921875
Iteration 326Q: 21 clusters Score -9.801546e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29269 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110047 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34151 members 
Mstep: Class 14 contains 159795 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29810 members 
Mstep: Class 18 contains 319267 members 
Mstep: Class 19 contains 4210 members 
Mstep: Class 20 contains 20909 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015472.000000 Penalty: 68007.921875
Iteration 327Q: 21 clusters Score -9.801547e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29269 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110050 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34151 members 
Mstep: Class 14 contains 159794 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29811 members 
Mstep: Class 18 contains 319269 members 
Mstep: Class 19 contains 4204 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015400.000000 Penalty: 68007.921875
Iteration 328Q: 21 clusters Score -9.80154e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29269 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110051 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34152 members 
Mstep: Class 14 contains 159795 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29810 members 
Mstep: Class 18 contains 319272 members 
Mstep: Class 19 contains 4199 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015424.000000 Penalty: 68007.921875
Iteration 329Q: 21 clusters Score -9.801542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29269 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110052 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34151 members 
Mstep: Class 14 contains 159795 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29809 members 
Mstep: Class 18 contains 319274 members 
Mstep: Class 19 contains 4199 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015408.000000 Penalty: 68007.921875
Iteration 330Q: 21 clusters Score -9.801541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29269 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110049 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34150 members 
Mstep: Class 14 contains 159794 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29809 members 
Mstep: Class 18 contains 319275 members 
Mstep: Class 19 contains 4203 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015392.000000 Penalty: 68007.921875
Iteration 331Q: 21 clusters Score -9.801539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29269 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110050 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34150 members 
Mstep: Class 14 contains 159793 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29809 members 
Mstep: Class 18 contains 319274 members 
Mstep: Class 19 contains 4204 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015384.000000 Penalty: 68007.921875
Iteration 332Q: 21 clusters Score -9.801538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29270 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110050 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34150 members 
Mstep: Class 14 contains 159792 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29809 members 
Mstep: Class 18 contains 319273 members 
Mstep: Class 19 contains 4205 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015400.000000 Penalty: 68007.921875
Iteration 333Q: 21 clusters Score -9.80154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29270 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110049 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34150 members 
Mstep: Class 14 contains 159791 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29809 members 
Mstep: Class 18 contains 319275 members 
Mstep: Class 19 contains 4205 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015392.000000 Penalty: 68007.921875
Iteration 334Q: 21 clusters Score -9.801539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29270 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110050 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34150 members 
Mstep: Class 14 contains 159791 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29809 members 
Mstep: Class 18 contains 319276 members 
Mstep: Class 19 contains 4203 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015400.000000 Penalty: 68007.921875
Iteration 335Q: 21 clusters Score -9.80154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29270 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110051 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34150 members 
Mstep: Class 14 contains 159792 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29809 members 
Mstep: Class 18 contains 319276 members 
Mstep: Class 19 contains 4201 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015408.000000 Penalty: 68007.921875
Iteration 336Q: 21 clusters Score -9.801541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29270 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110052 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34150 members 
Mstep: Class 14 contains 159792 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29809 members 
Mstep: Class 18 contains 319278 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015392.000000 Penalty: 68007.921875
Iteration 337Q: 21 clusters Score -9.801539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29270 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110053 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34149 members 
Mstep: Class 14 contains 159792 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29809 members 
Mstep: Class 18 contains 319279 members 
Mstep: Class 19 contains 4197 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015408.000000 Penalty: 68007.921875
Iteration 338Q: 21 clusters Score -9.801541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29270 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110055 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34149 members 
Mstep: Class 14 contains 159791 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29809 members 
Mstep: Class 18 contains 319279 members 
Mstep: Class 19 contains 4196 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015400.000000 Penalty: 68007.921875
Iteration 339Q: 21 clusters Score -9.80154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29269 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84579 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110055 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34149 members 
Mstep: Class 14 contains 159793 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29808 members 
Mstep: Class 18 contains 319278 members 
Mstep: Class 19 contains 4197 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015384.000000 Penalty: 68007.921875
Iteration 340F: 21 clusters Score -9.801538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110054 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34149 members 
Mstep: Class 14 contains 159793 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29807 members 
Mstep: Class 18 contains 319279 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015448.000000 Penalty: 68007.921875
Iteration 341Q: 21 clusters Score -9.801545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110054 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34149 members 
Mstep: Class 14 contains 159793 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29807 members 
Mstep: Class 18 contains 319279 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015424.000000 Penalty: 68007.921875
Iteration 342Q: 21 clusters Score -9.801542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110054 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 13 contains 34149 members 
Mstep: Class 14 contains 159793 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29807 members 
Mstep: Class 18 contains 319279 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98015424.000000 Penalty: 68007.921875
Iteration 343F: 21 clusters Score -9.801542e+07 nChanged 0
Entering ConstructFrom: 
Score: -98015424.000000 Penalty: 68007.921875
Entering ConstructFrom: 
Trying to split cluster 1 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -146203.390625 Penalty: 1811.019165
	Iteration 0F: 2 clusters Score -146203.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -144053.406250 Penalty: 3622.038330
	Iteration 0F: 3 clusters Score -144053.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -144667.781250 Penalty: 3622.038330
	Iteration 1F: 3 clusters Score -144667.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -145183.421875 Penalty: 3622.038330
	Iteration 2F: 3 clusters Score -145183.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -145885.359375 Penalty: 3622.038330
	Iteration 3F: 3 clusters Score -145885.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -146588.421875 Penalty: 3622.038330
	Iteration 4F: 3 clusters Score -146588.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -146884.296875 Penalty: 3622.038330
	Iteration 5F: 3 clusters Score -146884.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -146964.593750 Penalty: 3622.038330
	Iteration 6Q: 3 clusters Score -146964.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -146990.109375 Penalty: 3622.038330
	Iteration 7Q: 3 clusters Score -146990.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -146998.968750 Penalty: 3622.038330
	Iteration 8Q: 3 clusters Score -146999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -147008.421875 Penalty: 3622.038330
	Iteration 9Q: 3 clusters Score -147008.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -147012.171875 Penalty: 3622.038330
	Iteration 10Q: 3 clusters Score -147012.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -147013.843750 Penalty: 3622.038330
	Iteration 11Q: 3 clusters Score -147013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -147013.843750 Penalty: 3622.038330
	Iteration 12F: 3 clusters Score -147013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110054 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 12 contains 1121 members 
Mstep: Class 13 contains 34149 members 
Mstep: Class 14 contains 159793 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29807 members 
Mstep: Class 18 contains 319279 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98014952.000000 Penalty: 71408.312500
Splitting cluster 1 changes total score from -98015424.000000 to -98014952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (29174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Entering Unmasked Estep 
Score: -3061168.750000 Penalty: 2549.696289
	Iteration 0F: 2 clusters Score -3061169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3041128.500000 Penalty: 5099.392578
	Iteration 0F: 3 clusters Score -3041128 nChanged 13191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3048510.750000 Penalty: 5099.392578
	Iteration 1F: 3 clusters Score -3048511 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3049122.250000 Penalty: 5099.392578
	Iteration 2F: 3 clusters Score -3049122 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -3049735.500000 Penalty: 5099.392578
	Iteration 3Q: 3 clusters Score -3049736 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -3050328.750000 Penalty: 5099.392578
	Iteration 4Q: 3 clusters Score -3050329 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3050923.250000 Penalty: 5099.392578
	Iteration 5Q: 3 clusters Score -3050923 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3051476.000000 Penalty: 5099.392578
	Iteration 6Q: 3 clusters Score -3051476 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3052105.500000 Penalty: 5099.392578
	Iteration 7Q: 3 clusters Score -3052106 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3052757.000000 Penalty: 5099.392578
	Iteration 8Q: 3 clusters Score -3052757 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -3053376.750000 Penalty: 5099.392578
	Iteration 9Q: 3 clusters Score -3053377 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3053952.500000 Penalty: 5099.392578
	Iteration 10Q: 3 clusters Score -3053952 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3054420.250000 Penalty: 5099.392578
	Iteration 11Q: 3 clusters Score -3054420 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3054795.250000 Penalty: 5099.392578
	Iteration 12Q: 3 clusters Score -3054795 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3055122.250000 Penalty: 5099.392578
	Iteration 13Q: 3 clusters Score -3055122 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3055467.000000 Penalty: 5099.392578
	Iteration 14Q: 3 clusters Score -3055467 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -3055797.250000 Penalty: 5099.392578
	Iteration 15Q: 3 clusters Score -3055797 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3056098.500000 Penalty: 5099.392578
	Iteration 16Q: 3 clusters Score -3056098 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3056387.250000 Penalty: 5099.392578
	Iteration 17Q: 3 clusters Score -3056387 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3056641.250000 Penalty: 5099.392578
	Iteration 18Q: 3 clusters Score -3056641 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3056905.250000 Penalty: 5099.392578
	Iteration 19Q: 3 clusters Score -3056905 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -3057170.250000 Penalty: 5099.392578
	Iteration 20F: 3 clusters Score -3057170 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -3057413.750000 Penalty: 5099.392578
	Iteration 21Q: 3 clusters Score -3057414 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3057685.750000 Penalty: 5099.392578
	Iteration 22Q: 3 clusters Score -3057686 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -3057925.750000 Penalty: 5099.392578
	Iteration 23Q: 3 clusters Score -3057926 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -3058192.500000 Penalty: 5099.392578
	Iteration 24Q: 3 clusters Score -3058192 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3058503.000000 Penalty: 5099.392578
	Iteration 25Q: 3 clusters Score -3058503 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3058831.500000 Penalty: 5099.392578
	Iteration 26Q: 3 clusters Score -3058832 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -3059168.500000 Penalty: 5099.392578
	Iteration 27Q: 3 clusters Score -3059168 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -3059454.750000 Penalty: 5099.392578
	Iteration 28Q: 3 clusters Score -3059455 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3059674.500000 Penalty: 5099.392578
	Iteration 29Q: 3 clusters Score -3059674 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3059875.750000 Penalty: 5099.392578
	Iteration 30Q: 3 clusters Score -3059876 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3060050.000000 Penalty: 5099.392578
	Iteration 31Q: 3 clusters Score -3060050 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -3060172.750000 Penalty: 5099.392578
	Iteration 32Q: 3 clusters Score -3060173 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3060285.000000 Penalty: 5099.392578
	Iteration 33Q: 3 clusters Score -3060285 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3060374.750000 Penalty: 5099.392578
	Iteration 34Q: 3 clusters Score -3060375 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3060420.500000 Penalty: 5099.392578
	Iteration 35Q: 3 clusters Score -3060420 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -3060476.500000 Penalty: 5099.392578
	Iteration 36Q: 3 clusters Score -3060476 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -3060521.750000 Penalty: 5099.392578
	Iteration 37Q: 3 clusters Score -3060522 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3060555.500000 Penalty: 5099.392578
	Iteration 38Q: 3 clusters Score -3060556 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -3060570.750000 Penalty: 5099.392578
	Iteration 39Q: 3 clusters Score -3060571 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -3060577.000000 Penalty: 5099.392578
	Iteration 40F: 3 clusters Score -3060577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3060593.750000 Penalty: 5099.392578
	Iteration 41Q: 3 clusters Score -3060594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3060597.000000 Penalty: 5099.392578
	Iteration 42Q: 3 clusters Score -3060597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3060591.000000 Penalty: 5099.392578
	Iteration 43Q: 3 clusters Score -3060591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3060601.500000 Penalty: 5099.392578
	Iteration 44Q: 3 clusters Score -3060602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3060600.500000 Penalty: 5099.392578
	Iteration 45Q: 3 clusters Score -3060600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3060603.750000 Penalty: 5099.392578
	Iteration 46Q: 3 clusters Score -3060604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3060609.000000 Penalty: 5099.392578
	Iteration 47Q: 3 clusters Score -3060609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3060612.000000 Penalty: 5099.392578
	Iteration 48Q: 3 clusters Score -3060612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3060610.250000 Penalty: 5099.392578
	Iteration 49Q: 3 clusters Score -3060610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -3060616.250000 Penalty: 5099.392578
	Iteration 50Q: 3 clusters Score -3060616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -3060618.750000 Penalty: 5099.392578
	Iteration 51Q: 3 clusters Score -3060619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3060616.750000 Penalty: 5099.392578
	Iteration 52Q: 3 clusters Score -3060617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3060617.250000 Penalty: 5099.392578
	Iteration 53Q: 3 clusters Score -3060617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3060621.750000 Penalty: 5099.392578
	Iteration 54Q: 3 clusters Score -3060622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -3060629.500000 Penalty: 5099.392578
	Iteration 55Q: 3 clusters Score -3060630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3060633.000000 Penalty: 5099.392578
	Iteration 56Q: 3 clusters Score -3060633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3060634.250000 Penalty: 5099.392578
	Iteration 57Q: 3 clusters Score -3060634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3060641.250000 Penalty: 5099.392578
	Iteration 58Q: 3 clusters Score -3060641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3060647.250000 Penalty: 5099.392578
	Iteration 59Q: 3 clusters Score -3060647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -3060640.750000 Penalty: 5099.392578
	Iteration 60F: 3 clusters Score -3060641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -3060647.750000 Penalty: 5099.392578
	Iteration 61Q: 3 clusters Score -3060648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -3060651.000000 Penalty: 5099.392578
	Iteration 62Q: 3 clusters Score -3060651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -3060648.250000 Penalty: 5099.392578
	Iteration 63Q: 3 clusters Score -3060648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -3060648.500000 Penalty: 5099.392578
	Iteration 64Q: 3 clusters Score -3060648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3060651.250000 Penalty: 5099.392578
	Iteration 65Q: 3 clusters Score -3060651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -3060651.250000 Penalty: 5099.392578
	Iteration 66F: 3 clusters Score -3060651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Entering Unmasked Estep 
Score: -3277314.000000 Penalty: 2550.494141
	Iteration 0F: 2 clusters Score -3277314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3257245.750000 Penalty: 5100.988281
	Iteration 0F: 3 clusters Score -3257246 nChanged 13161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3264297.000000 Penalty: 5100.988281
	Iteration 1F: 3 clusters Score -3264297 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -3264717.000000 Penalty: 5100.988281
	Iteration 2Q: 3 clusters Score -3264717 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3265094.000000 Penalty: 5100.988281
	Iteration 3Q: 3 clusters Score -3265094 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3265458.250000 Penalty: 5100.988281
	Iteration 4Q: 3 clusters Score -3265458 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3265886.500000 Penalty: 5100.988281
	Iteration 5Q: 3 clusters Score -3265886 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -3266605.500000 Penalty: 5100.988281
	Iteration 6Q: 3 clusters Score -3266606 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -3267707.500000 Penalty: 5100.988281
	Iteration 7F: 3 clusters Score -3267708 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -3269318.250000 Penalty: 5100.988281
	Iteration 8F: 3 clusters Score -3269318 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -3271165.000000 Penalty: 5100.988281
	Iteration 9F: 3 clusters Score -3271165 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -3273124.750000 Penalty: 5100.988281
	Iteration 10F: 3 clusters Score -3273125 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -3274800.000000 Penalty: 5100.988281
	Iteration 11F: 3 clusters Score -3274800 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -3276173.250000 Penalty: 5100.988281
	Iteration 12Q: 3 clusters Score -3276173 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -3277060.500000 Penalty: 5100.988281
	Iteration 13Q: 3 clusters Score -3277060 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3277322.250000 Penalty: 5100.988281
	Iteration 14Q: 3 clusters Score -3277322 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -3277414.000000 Penalty: 5100.988281
	Iteration 15Q: 3 clusters Score -3277414 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3277443.000000 Penalty: 5100.988281
	Iteration 16Q: 3 clusters Score -3277443 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3277462.250000 Penalty: 5100.988281
	Iteration 17Q: 3 clusters Score -3277462 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -3277473.500000 Penalty: 5100.988281
	Iteration 18Q: 3 clusters Score -3277474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -3277469.250000 Penalty: 5100.988281
	Iteration 19Q: 3 clusters Score -3277469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3277473.000000 Penalty: 5100.988281
	Iteration 20F: 3 clusters Score -3277473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3277478.250000 Penalty: 5100.988281
	Iteration 21Q: 3 clusters Score -3277478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -3277482.750000 Penalty: 5100.988281
	Iteration 22Q: 3 clusters Score -3277483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3277487.000000 Penalty: 5100.988281
	Iteration 23Q: 3 clusters Score -3277487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -3277491.500000 Penalty: 5100.988281
	Iteration 24Q: 3 clusters Score -3277492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -3277491.000000 Penalty: 5100.988281
	Iteration 25Q: 3 clusters Score -3277491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3277496.000000 Penalty: 5100.988281
	Iteration 26Q: 3 clusters Score -3277496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3277499.500000 Penalty: 5100.988281
	Iteration 27Q: 3 clusters Score -3277500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3277500.000000 Penalty: 5100.988281
	Iteration 28Q: 3 clusters Score -3277500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -3277496.000000 Penalty: 5100.988281
	Iteration 29Q: 3 clusters Score -3277496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3277500.750000 Penalty: 5100.988281
	Iteration 30Q: 3 clusters Score -3277501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3277503.250000 Penalty: 5100.988281
	Iteration 31Q: 3 clusters Score -3277503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3277499.750000 Penalty: 5100.988281
	Iteration 32Q: 3 clusters Score -3277500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -3277501.000000 Penalty: 5100.988281
	Iteration 33Q: 3 clusters Score -3277501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -3277504.000000 Penalty: 5100.988281
	Iteration 34Q: 3 clusters Score -3277504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3277508.750000 Penalty: 5100.988281
	Iteration 35Q: 3 clusters Score -3277509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -3277504.750000 Penalty: 5100.988281
	Iteration 36Q: 3 clusters Score -3277505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -3277505.750000 Penalty: 5100.988281
	Iteration 37Q: 3 clusters Score -3277506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3277506.000000 Penalty: 5100.988281
	Iteration 38Q: 3 clusters Score -3277506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3277505.750000 Penalty: 5100.988281
	Iteration 39Q: 3 clusters Score -3277506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -3277508.500000 Penalty: 5100.988281
	Iteration 40F: 3 clusters Score -3277508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3277503.750000 Penalty: 5100.988281
	Iteration 41Q: 3 clusters Score -3277504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3277505.000000 Penalty: 5100.988281
	Iteration 42Q: 3 clusters Score -3277505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3277506.000000 Penalty: 5100.988281
	Iteration 43Q: 3 clusters Score -3277506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -3277507.750000 Penalty: 5100.988281
	Iteration 44Q: 3 clusters Score -3277508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -3277507.500000 Penalty: 5100.988281
	Iteration 45Q: 3 clusters Score -3277508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -3277510.250000 Penalty: 5100.988281
	Iteration 46Q: 3 clusters Score -3277510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3277508.000000 Penalty: 5100.988281
	Iteration 47Q: 3 clusters Score -3277508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3277500.000000 Penalty: 5100.988281
	Iteration 48Q: 3 clusters Score -3277500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3277501.250000 Penalty: 5100.988281
	Iteration 49Q: 3 clusters Score -3277501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -3277500.750000 Penalty: 5100.988281
	Iteration 50Q: 3 clusters Score -3277501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -3277505.250000 Penalty: 5100.988281
	Iteration 51Q: 3 clusters Score -3277505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -3277504.250000 Penalty: 5100.988281
	Iteration 52Q: 3 clusters Score -3277504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -3277502.750000 Penalty: 5100.988281
	Iteration 53Q: 3 clusters Score -3277503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3277507.000000 Penalty: 5100.988281
	Iteration 54Q: 3 clusters Score -3277507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -3277511.000000 Penalty: 5100.988281
	Iteration 55Q: 3 clusters Score -3277511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3277514.750000 Penalty: 5100.988281
	Iteration 56Q: 3 clusters Score -3277515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -3277518.750000 Penalty: 5100.988281
	Iteration 57Q: 3 clusters Score -3277519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3277519.750000 Penalty: 5100.988281
	Iteration 58Q: 3 clusters Score -3277520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3277520.750000 Penalty: 5100.988281
	Iteration 59Q: 3 clusters Score -3277521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3277525.500000 Penalty: 5100.988281
	Iteration 60F: 3 clusters Score -3277526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3277524.000000 Penalty: 5100.988281
	Iteration 61Q: 3 clusters Score -3277524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -3277527.000000 Penalty: 5100.988281
	Iteration 62Q: 3 clusters Score -3277527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -3277526.750000 Penalty: 5100.988281
	Iteration 63Q: 3 clusters Score -3277527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -3277519.000000 Penalty: 5100.988281
	Iteration 64Q: 3 clusters Score -3277519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3277523.500000 Penalty: 5100.988281
	Iteration 65Q: 3 clusters Score -3277524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3277520.000000 Penalty: 5100.988281
	Iteration 66Q: 3 clusters Score -3277520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3277523.250000 Penalty: 5100.988281
	Iteration 67Q: 3 clusters Score -3277523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3277528.250000 Penalty: 5100.988281
	Iteration 68Q: 3 clusters Score -3277528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -3277527.750000 Penalty: 5100.988281
	Iteration 69Q: 3 clusters Score -3277528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3277528.000000 Penalty: 5100.988281
	Iteration 70Q: 3 clusters Score -3277528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3277523.750000 Penalty: 5100.988281
	Iteration 71Q: 3 clusters Score -3277524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3277520.750000 Penalty: 5100.988281
	Iteration 72Q: 3 clusters Score -3277521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3277526.250000 Penalty: 5100.988281
	Iteration 73Q: 3 clusters Score -3277526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -3277531.500000 Penalty: 5100.988281
	Iteration 74Q: 3 clusters Score -3277532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -3277528.250000 Penalty: 5100.988281
	Iteration 75Q: 3 clusters Score -3277528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3277529.250000 Penalty: 5100.988281
	Iteration 76Q: 3 clusters Score -3277529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3277530.500000 Penalty: 5100.988281
	Iteration 77Q: 3 clusters Score -3277530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3277531.750000 Penalty: 5100.988281
	Iteration 78Q: 3 clusters Score -3277532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -3277537.500000 Penalty: 5100.988281
	Iteration 79Q: 3 clusters Score -3277538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3277536.500000 Penalty: 5100.988281
	Iteration 80F: 3 clusters Score -3277536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3277539.000000 Penalty: 5100.988281
	Iteration 81Q: 3 clusters Score -3277539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3277536.000000 Penalty: 5100.988281
	Iteration 82Q: 3 clusters Score -3277536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3277530.500000 Penalty: 5100.988281
	Iteration 83Q: 3 clusters Score -3277530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3277536.250000 Penalty: 5100.988281
	Iteration 84Q: 3 clusters Score -3277536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3277535.750000 Penalty: 5100.988281
	Iteration 85Q: 3 clusters Score -3277536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3277534.000000 Penalty: 5100.988281
	Iteration 86Q: 3 clusters Score -3277534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3277535.750000 Penalty: 5100.988281
	Iteration 87Q: 3 clusters Score -3277536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -3277536.000000 Penalty: 5100.988281
	Iteration 88Q: 3 clusters Score -3277536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -3277539.500000 Penalty: 5100.988281
	Iteration 89Q: 3 clusters Score -3277540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -3277537.000000 Penalty: 5100.988281
	Iteration 90Q: 3 clusters Score -3277537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -3277537.000000 Penalty: 5100.988281
	Iteration 91F: 3 clusters Score -3277537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 24844 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110054 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 12 contains 4424 members 
Mstep: Class 13 contains 34149 members 
Mstep: Class 14 contains 159793 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29807 members 
Mstep: Class 18 contains 319279 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98014712.000000 Penalty: 71408.312500
Splitting cluster 3 changes total score from -98015424.000000 to -98014712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Entering Unmasked Estep 
Score: -396757.625000 Penalty: 2041.711060
	Iteration 0F: 2 clusters Score -396757.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -393008.906250 Penalty: 4083.422119
	Iteration 0F: 3 clusters Score -393008.9 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -393808.812500 Penalty: 4083.422119
	Iteration 1F: 3 clusters Score -393808.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -393976.812500 Penalty: 4083.422119
	Iteration 2F: 3 clusters Score -393976.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -394077.843750 Penalty: 4083.422119
	Iteration 3Q: 3 clusters Score -394077.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -394155.156250 Penalty: 4083.422119
	Iteration 4Q: 3 clusters Score -394155.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -394214.250000 Penalty: 4083.422119
	Iteration 5Q: 3 clusters Score -394214.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -394270.093750 Penalty: 4083.422119
	Iteration 6Q: 3 clusters Score -394270.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -394314.562500 Penalty: 4083.422119
	Iteration 7Q: 3 clusters Score -394314.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -394363.062500 Penalty: 4083.422119
	Iteration 8Q: 3 clusters Score -394363.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -394428.062500 Penalty: 4083.422119
	Iteration 9Q: 3 clusters Score -394428.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -394539.687500 Penalty: 4083.422119
	Iteration 10Q: 3 clusters Score -394539.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -394704.125000 Penalty: 4083.422119
	Iteration 11Q: 3 clusters Score -394704.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -394885.468750 Penalty: 4083.422119
	Iteration 12Q: 3 clusters Score -394885.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -395018.218750 Penalty: 4083.422119
	Iteration 13Q: 3 clusters Score -395018.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -395087.750000 Penalty: 4083.422119
	Iteration 14Q: 3 clusters Score -395087.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -395148.000000 Penalty: 4083.422119
	Iteration 15Q: 3 clusters Score -395148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -395194.750000 Penalty: 4083.422119
	Iteration 16Q: 3 clusters Score -395194.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -395242.750000 Penalty: 4083.422119
	Iteration 17Q: 3 clusters Score -395242.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -395277.093750 Penalty: 4083.422119
	Iteration 18Q: 3 clusters Score -395277.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -395310.906250 Penalty: 4083.422119
	Iteration 19Q: 3 clusters Score -395310.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -395349.687500 Penalty: 4083.422119
	Iteration 20F: 3 clusters Score -395349.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -395386.625000 Penalty: 4083.422119
	Iteration 21Q: 3 clusters Score -395386.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -395420.593750 Penalty: 4083.422119
	Iteration 22Q: 3 clusters Score -395420.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -395449.625000 Penalty: 4083.422119
	Iteration 23Q: 3 clusters Score -395449.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -395475.718750 Penalty: 4083.422119
	Iteration 24Q: 3 clusters Score -395475.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -395502.250000 Penalty: 4083.422119
	Iteration 25Q: 3 clusters Score -395502.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -395540.406250 Penalty: 4083.422119
	Iteration 26Q: 3 clusters Score -395540.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -395587.750000 Penalty: 4083.422119
	Iteration 27Q: 3 clusters Score -395587.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -395655.031250 Penalty: 4083.422119
	Iteration 28Q: 3 clusters Score -395655 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -395733.875000 Penalty: 4083.422119
	Iteration 29Q: 3 clusters Score -395733.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -395816.218750 Penalty: 4083.422119
	Iteration 30Q: 3 clusters Score -395816.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -395891.375000 Penalty: 4083.422119
	Iteration 31Q: 3 clusters Score -395891.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -395947.593750 Penalty: 4083.422119
	Iteration 32Q: 3 clusters Score -395947.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -396002.687500 Penalty: 4083.422119
	Iteration 33Q: 3 clusters Score -396002.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -396039.000000 Penalty: 4083.422119
	Iteration 34Q: 3 clusters Score -396039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -396058.812500 Penalty: 4083.422119
	Iteration 35Q: 3 clusters Score -396058.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -396072.250000 Penalty: 4083.422119
	Iteration 36Q: 3 clusters Score -396072.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -396086.968750 Penalty: 4083.422119
	Iteration 37Q: 3 clusters Score -396087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -396095.875000 Penalty: 4083.422119
	Iteration 38Q: 3 clusters Score -396095.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -396101.531250 Penalty: 4083.422119
	Iteration 39Q: 3 clusters Score -396101.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -396104.312500 Penalty: 4083.422119
	Iteration 40F: 3 clusters Score -396104.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -396108.875000 Penalty: 4083.422119
	Iteration 41Q: 3 clusters Score -396108.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -396114.437500 Penalty: 4083.422119
	Iteration 42Q: 3 clusters Score -396114.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -396118.656250 Penalty: 4083.422119
	Iteration 43Q: 3 clusters Score -396118.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -396121.968750 Penalty: 4083.422119
	Iteration 44Q: 3 clusters Score -396122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -396123.125000 Penalty: 4083.422119
	Iteration 45Q: 3 clusters Score -396123.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -396123.125000 Penalty: 4083.422119
	Iteration 46F: 3 clusters Score -396123.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Entering Unmasked Estep 
Score: -749913.250000 Penalty: 2223.909424
	Iteration 0F: 2 clusters Score -749913.2 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 3901 members 
Entering Unmasked Estep 
Score: -743673.937500 Penalty: 4447.818848
	Iteration 0F: 3 clusters Score -743673.9 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -745563.500000 Penalty: 4447.818848
	Iteration 1F: 3 clusters Score -745563.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -746101.875000 Penalty: 4447.818848
	Iteration 2F: 3 clusters Score -746101.9 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -746959.812500 Penalty: 4447.818848
	Iteration 3F: 3 clusters Score -746959.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -748133.062500 Penalty: 4447.818848
	Iteration 4F: 3 clusters Score -748133.1 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -749103.687500 Penalty: 4447.818848
	Iteration 5F: 3 clusters Score -749103.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -749603.000000 Penalty: 4447.818848
	Iteration 6F: 3 clusters Score -749603 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -749839.125000 Penalty: 4447.818848
	Iteration 7Q: 3 clusters Score -749839.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -749991.250000 Penalty: 4447.818848
	Iteration 8Q: 3 clusters Score -749991.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -750090.687500 Penalty: 4447.818848
	Iteration 9Q: 3 clusters Score -750090.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -750160.437500 Penalty: 4447.818848
	Iteration 10Q: 3 clusters Score -750160.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -750199.125000 Penalty: 4447.818848
	Iteration 11Q: 3 clusters Score -750199.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -750242.000000 Penalty: 4447.818848
	Iteration 12Q: 3 clusters Score -750242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -750265.000000 Penalty: 4447.818848
	Iteration 13Q: 3 clusters Score -750265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -750280.062500 Penalty: 4447.818848
	Iteration 14Q: 3 clusters Score -750280.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -750300.500000 Penalty: 4447.818848
	Iteration 15Q: 3 clusters Score -750300.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -750312.062500 Penalty: 4447.818848
	Iteration 16Q: 3 clusters Score -750312.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -750329.437500 Penalty: 4447.818848
	Iteration 17Q: 3 clusters Score -750329.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -750348.500000 Penalty: 4447.818848
	Iteration 18Q: 3 clusters Score -750348.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -750363.687500 Penalty: 4447.818848
	Iteration 19Q: 3 clusters Score -750363.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -750384.812500 Penalty: 4447.818848
	Iteration 20F: 3 clusters Score -750384.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -750420.750000 Penalty: 4447.818848
	Iteration 21Q: 3 clusters Score -750420.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -750454.875000 Penalty: 4447.818848
	Iteration 22Q: 3 clusters Score -750454.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -750497.437500 Penalty: 4447.818848
	Iteration 23Q: 3 clusters Score -750497.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -750536.125000 Penalty: 4447.818848
	Iteration 24Q: 3 clusters Score -750536.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -750566.875000 Penalty: 4447.818848
	Iteration 25Q: 3 clusters Score -750566.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -750600.687500 Penalty: 4447.818848
	Iteration 26Q: 3 clusters Score -750600.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -750627.687500 Penalty: 4447.818848
	Iteration 27Q: 3 clusters Score -750627.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -750650.375000 Penalty: 4447.818848
	Iteration 28Q: 3 clusters Score -750650.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -750680.812500 Penalty: 4447.818848
	Iteration 29Q: 3 clusters Score -750680.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -750718.687500 Penalty: 4447.818848
	Iteration 30Q: 3 clusters Score -750718.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -750762.375000 Penalty: 4447.818848
	Iteration 31Q: 3 clusters Score -750762.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -750815.750000 Penalty: 4447.818848
	Iteration 32Q: 3 clusters Score -750815.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -750862.562500 Penalty: 4447.818848
	Iteration 33Q: 3 clusters Score -750862.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -750897.500000 Penalty: 4447.818848
	Iteration 34Q: 3 clusters Score -750897.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -750925.500000 Penalty: 4447.818848
	Iteration 35Q: 3 clusters Score -750925.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -750955.562500 Penalty: 4447.818848
	Iteration 36Q: 3 clusters Score -750955.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -750986.437500 Penalty: 4447.818848
	Iteration 37Q: 3 clusters Score -750986.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -751012.187500 Penalty: 4447.818848
	Iteration 38Q: 3 clusters Score -751012.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -751037.187500 Penalty: 4447.818848
	Iteration 39Q: 3 clusters Score -751037.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -751056.437500 Penalty: 4447.818848
	Iteration 40F: 3 clusters Score -751056.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -751079.500000 Penalty: 4447.818848
	Iteration 41Q: 3 clusters Score -751079.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -751110.500000 Penalty: 4447.818848
	Iteration 42Q: 3 clusters Score -751110.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -751124.500000 Penalty: 4447.818848
	Iteration 43Q: 3 clusters Score -751124.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -751132.312500 Penalty: 4447.818848
	Iteration 44Q: 3 clusters Score -751132.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -751145.312500 Penalty: 4447.818848
	Iteration 45Q: 3 clusters Score -751145.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -751158.187500 Penalty: 4447.818848
	Iteration 46Q: 3 clusters Score -751158.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -751166.687500 Penalty: 4447.818848
	Iteration 47Q: 3 clusters Score -751166.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -751174.312500 Penalty: 4447.818848
	Iteration 48Q: 3 clusters Score -751174.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -751181.250000 Penalty: 4447.818848
	Iteration 49Q: 3 clusters Score -751181.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -751185.000000 Penalty: 4447.818848
	Iteration 50Q: 3 clusters Score -751185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -751188.375000 Penalty: 4447.818848
	Iteration 51Q: 3 clusters Score -751188.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -751194.625000 Penalty: 4447.818848
	Iteration 52Q: 3 clusters Score -751194.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -751198.312500 Penalty: 4447.818848
	Iteration 53Q: 3 clusters Score -751198.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -751204.187500 Penalty: 4447.818848
	Iteration 54Q: 3 clusters Score -751204.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -751204.750000 Penalty: 4447.818848
	Iteration 55Q: 3 clusters Score -751204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -751206.625000 Penalty: 4447.818848
	Iteration 56Q: 3 clusters Score -751206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -751208.250000 Penalty: 4447.818848
	Iteration 57Q: 3 clusters Score -751208.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -751209.062500 Penalty: 4447.818848
	Iteration 58Q: 3 clusters Score -751209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -751207.687500 Penalty: 4447.818848
	Iteration 59Q: 3 clusters Score -751207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -751207.687500 Penalty: 4447.818848
	Iteration 60F: 3 clusters Score -751207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 5436 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110054 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 12 contains 2407 members 
Mstep: Class 13 contains 34149 members 
Mstep: Class 14 contains 159793 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29807 members 
Mstep: Class 18 contains 319279 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98015136.000000 Penalty: 71408.312500
Splitting cluster 5 changes total score from -98015424.000000 to -98015136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (8542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Entering Unmasked Estep 
Score: -941086.250000 Penalty: 2245.082031
	Iteration 0F: 2 clusters Score -941086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -934398.187500 Penalty: 4490.164062
	Iteration 0F: 3 clusters Score -934398.2 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -936198.812500 Penalty: 4490.164062
	Iteration 1F: 3 clusters Score -936198.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -936490.437500 Penalty: 4490.164062
	Iteration 2F: 3 clusters Score -936490.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -936743.500000 Penalty: 4490.164062
	Iteration 3F: 3 clusters Score -936743.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -936971.562500 Penalty: 4490.164062
	Iteration 4Q: 3 clusters Score -936971.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -937196.562500 Penalty: 4490.164062
	Iteration 5Q: 3 clusters Score -937196.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -937430.562500 Penalty: 4490.164062
	Iteration 6Q: 3 clusters Score -937430.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -937649.062500 Penalty: 4490.164062
	Iteration 7Q: 3 clusters Score -937649.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -937874.562500 Penalty: 4490.164062
	Iteration 8Q: 3 clusters Score -937874.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -938136.062500 Penalty: 4490.164062
	Iteration 9Q: 3 clusters Score -938136.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -938389.937500 Penalty: 4490.164062
	Iteration 10Q: 3 clusters Score -938389.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -938564.625000 Penalty: 4490.164062
	Iteration 11Q: 3 clusters Score -938564.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -938702.500000 Penalty: 4490.164062
	Iteration 12Q: 3 clusters Score -938702.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -938812.375000 Penalty: 4490.164062
	Iteration 13Q: 3 clusters Score -938812.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -938908.250000 Penalty: 4490.164062
	Iteration 14Q: 3 clusters Score -938908.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -938990.500000 Penalty: 4490.164062
	Iteration 15Q: 3 clusters Score -938990.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -939052.125000 Penalty: 4490.164062
	Iteration 16Q: 3 clusters Score -939052.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -939098.062500 Penalty: 4490.164062
	Iteration 17Q: 3 clusters Score -939098.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -939140.500000 Penalty: 4490.164062
	Iteration 18Q: 3 clusters Score -939140.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -939179.875000 Penalty: 4490.164062
	Iteration 19Q: 3 clusters Score -939179.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -939210.875000 Penalty: 4490.164062
	Iteration 20F: 3 clusters Score -939210.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -939233.625000 Penalty: 4490.164062
	Iteration 21Q: 3 clusters Score -939233.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -939249.000000 Penalty: 4490.164062
	Iteration 22Q: 3 clusters Score -939249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -939265.375000 Penalty: 4490.164062
	Iteration 23Q: 3 clusters Score -939265.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -939279.687500 Penalty: 4490.164062
	Iteration 24Q: 3 clusters Score -939279.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -939287.750000 Penalty: 4490.164062
	Iteration 25Q: 3 clusters Score -939287.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -939297.437500 Penalty: 4490.164062
	Iteration 26Q: 3 clusters Score -939297.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -939302.312500 Penalty: 4490.164062
	Iteration 27Q: 3 clusters Score -939302.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -939304.125000 Penalty: 4490.164062
	Iteration 28Q: 3 clusters Score -939304.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -939311.437500 Penalty: 4490.164062
	Iteration 29Q: 3 clusters Score -939311.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -939319.500000 Penalty: 4490.164062
	Iteration 30Q: 3 clusters Score -939319.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -939319.875000 Penalty: 4490.164062
	Iteration 31Q: 3 clusters Score -939319.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -939321.937500 Penalty: 4490.164062
	Iteration 32Q: 3 clusters Score -939321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -939322.187500 Penalty: 4490.164062
	Iteration 33Q: 3 clusters Score -939322.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -939322.187500 Penalty: 4490.164062
	Iteration 34F: 3 clusters Score -939322.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (84580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84580 members 
Entering Unmasked Estep 
Score: -9572616.000000 Penalty: 2813.672363
	Iteration 0F: 2 clusters Score -9572616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -9516209.000000 Penalty: 5627.344727
	Iteration 0F: 3 clusters Score -9516209 nChanged 39714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -9538605.000000 Penalty: 5627.344727
	Iteration 1F: 3 clusters Score -9538605 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -9539911.000000 Penalty: 5627.344727
	Iteration 2Q: 3 clusters Score -9539911 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -9541505.000000 Penalty: 5627.344727
	Iteration 3Q: 3 clusters Score -9541505 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -9543711.000000 Penalty: 5627.344727
	Iteration 4F: 3 clusters Score -9543711 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -9546547.000000 Penalty: 5627.344727
	Iteration 5F: 3 clusters Score -9546547 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -9550221.000000 Penalty: 5627.344727
	Iteration 6F: 3 clusters Score -9550221 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -9554344.000000 Penalty: 5627.344727
	Iteration 7F: 3 clusters Score -9554344 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -9558451.000000 Penalty: 5627.344727
	Iteration 8F: 3 clusters Score -9558451 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -9562065.000000 Penalty: 5627.344727
	Iteration 9F: 3 clusters Score -9562065 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -9564472.000000 Penalty: 5627.344727
	Iteration 10Q: 3 clusters Score -9564472 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -9565983.000000 Penalty: 5627.344727
	Iteration 11Q: 3 clusters Score -9565983 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70647 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -9566887.000000 Penalty: 5627.344727
	Iteration 12Q: 3 clusters Score -9566887 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71919 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -9567473.000000 Penalty: 5627.344727
	Iteration 13Q: 3 clusters Score -9567473 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -9568054.000000 Penalty: 5627.344727
	Iteration 14Q: 3 clusters Score -9568054 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74144 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -9568559.000000 Penalty: 5627.344727
	Iteration 15Q: 3 clusters Score -9568559 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75120 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -9568999.000000 Penalty: 5627.344727
	Iteration 16Q: 3 clusters Score -9568999 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -9569311.000000 Penalty: 5627.344727
	Iteration 17Q: 3 clusters Score -9569311 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -9569526.000000 Penalty: 5627.344727
	Iteration 18Q: 3 clusters Score -9569526 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77251 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -9569833.000000 Penalty: 5627.344727
	Iteration 19Q: 3 clusters Score -9569833 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77863 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -9570061.000000 Penalty: 5627.344727
	Iteration 20F: 3 clusters Score -9570061 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78415 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -9570264.000000 Penalty: 5627.344727
	Iteration 21Q: 3 clusters Score -9570264 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78895 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -9570417.000000 Penalty: 5627.344727
	Iteration 22Q: 3 clusters Score -9570417 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79299 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -9570587.000000 Penalty: 5627.344727
	Iteration 23Q: 3 clusters Score -9570587 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79668 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -9570718.000000 Penalty: 5627.344727
	Iteration 24Q: 3 clusters Score -9570718 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -9570847.000000 Penalty: 5627.344727
	Iteration 25Q: 3 clusters Score -9570847 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80237 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -9570889.000000 Penalty: 5627.344727
	Iteration 26Q: 3 clusters Score -9570889 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80470 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -9570962.000000 Penalty: 5627.344727
	Iteration 27Q: 3 clusters Score -9570962 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -9571020.000000 Penalty: 5627.344727
	Iteration 28Q: 3 clusters Score -9571020 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80871 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -9571083.000000 Penalty: 5627.344727
	Iteration 29Q: 3 clusters Score -9571083 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81029 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -9571103.000000 Penalty: 5627.344727
	Iteration 30Q: 3 clusters Score -9571103 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81180 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -9571145.000000 Penalty: 5627.344727
	Iteration 31Q: 3 clusters Score -9571145 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81328 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -9571192.000000 Penalty: 5627.344727
	Iteration 32Q: 3 clusters Score -9571192 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81451 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -9571205.000000 Penalty: 5627.344727
	Iteration 33Q: 3 clusters Score -9571205 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -9571223.000000 Penalty: 5627.344727
	Iteration 34Q: 3 clusters Score -9571223 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -9571230.000000 Penalty: 5627.344727
	Iteration 35Q: 3 clusters Score -9571230 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81679 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -9571263.000000 Penalty: 5627.344727
	Iteration 36Q: 3 clusters Score -9571263 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81741 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -9571281.000000 Penalty: 5627.344727
	Iteration 37Q: 3 clusters Score -9571281 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -9571296.000000 Penalty: 5627.344727
	Iteration 38Q: 3 clusters Score -9571296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -9571327.000000 Penalty: 5627.344727
	Iteration 39Q: 3 clusters Score -9571327 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -9571317.000000 Penalty: 5627.344727
	Iteration 40F: 3 clusters Score -9571317 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81963 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -9571336.000000 Penalty: 5627.344727
	Iteration 41Q: 3 clusters Score -9571336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82026 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -9571352.000000 Penalty: 5627.344727
	Iteration 42Q: 3 clusters Score -9571352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82083 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -9571356.000000 Penalty: 5627.344727
	Iteration 43Q: 3 clusters Score -9571356 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82134 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -9571391.000000 Penalty: 5627.344727
	Iteration 44Q: 3 clusters Score -9571391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82177 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -9571391.000000 Penalty: 5627.344727
	Iteration 45Q: 3 clusters Score -9571391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -9571395.000000 Penalty: 5627.344727
	Iteration 46Q: 3 clusters Score -9571395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82236 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -9571397.000000 Penalty: 5627.344727
	Iteration 47Q: 3 clusters Score -9571397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82252 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -9571404.000000 Penalty: 5627.344727
	Iteration 48Q: 3 clusters Score -9571404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82266 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -9571406.000000 Penalty: 5627.344727
	Iteration 49Q: 3 clusters Score -9571406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -9571409.000000 Penalty: 5627.344727
	Iteration 50Q: 3 clusters Score -9571409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -9571413.000000 Penalty: 5627.344727
	Iteration 51Q: 3 clusters Score -9571413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82297 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -9571403.000000 Penalty: 5627.344727
	Iteration 52Q: 3 clusters Score -9571403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82305 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -9571404.000000 Penalty: 5627.344727
	Iteration 53Q: 3 clusters Score -9571404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82313 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -9571408.000000 Penalty: 5627.344727
	Iteration 54Q: 3 clusters Score -9571408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82318 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -9571408.000000 Penalty: 5627.344727
	Iteration 55Q: 3 clusters Score -9571408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82323 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -9571408.000000 Penalty: 5627.344727
	Iteration 56Q: 3 clusters Score -9571408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82328 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -9571403.000000 Penalty: 5627.344727
	Iteration 57Q: 3 clusters Score -9571403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82333 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -9571401.000000 Penalty: 5627.344727
	Iteration 58Q: 3 clusters Score -9571401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82335 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9571401.000000 Penalty: 5627.344727
	Iteration 59Q: 3 clusters Score -9571401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -9571405.000000 Penalty: 5627.344727
	Iteration 60F: 3 clusters Score -9571405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82343 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -9571413.000000 Penalty: 5627.344727
	Iteration 61Q: 3 clusters Score -9571413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82348 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -9571400.000000 Penalty: 5627.344727
	Iteration 62Q: 3 clusters Score -9571400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82350 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -9571410.000000 Penalty: 5627.344727
	Iteration 63Q: 3 clusters Score -9571410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9571411.000000 Penalty: 5627.344727
	Iteration 64Q: 3 clusters Score -9571411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9571410.000000 Penalty: 5627.344727
	Iteration 65Q: 3 clusters Score -9571410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -9571403.000000 Penalty: 5627.344727
	Iteration 66Q: 3 clusters Score -9571403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82370 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -9571406.000000 Penalty: 5627.344727
	Iteration 67Q: 3 clusters Score -9571406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82373 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9571408.000000 Penalty: 5627.344727
	Iteration 68Q: 3 clusters Score -9571408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82379 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9571407.000000 Penalty: 5627.344727
	Iteration 69Q: 3 clusters Score -9571407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82386 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -9571411.000000 Penalty: 5627.344727
	Iteration 70Q: 3 clusters Score -9571411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82396 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9571418.000000 Penalty: 5627.344727
	Iteration 71Q: 3 clusters Score -9571418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -9571413.000000 Penalty: 5627.344727
	Iteration 72Q: 3 clusters Score -9571413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -9571408.000000 Penalty: 5627.344727
	Iteration 73Q: 3 clusters Score -9571408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82405 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -9571415.000000 Penalty: 5627.344727
	Iteration 74Q: 3 clusters Score -9571415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82411 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -9571407.000000 Penalty: 5627.344727
	Iteration 75Q: 3 clusters Score -9571407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -9571401.000000 Penalty: 5627.344727
	Iteration 76Q: 3 clusters Score -9571401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -9571404.000000 Penalty: 5627.344727
	Iteration 77Q: 3 clusters Score -9571404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82416 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -9571400.000000 Penalty: 5627.344727
	Iteration 78Q: 3 clusters Score -9571400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9571408.000000 Penalty: 5627.344727
	Iteration 79Q: 3 clusters Score -9571408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82418 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9571408.000000 Penalty: 5627.344727
	Iteration 80F: 3 clusters Score -9571408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -88746.531250 Penalty: 1687.544434
	Iteration 0F: 2 clusters Score -88746.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -86882.320312 Penalty: 3375.088867
	Iteration 0F: 3 clusters Score -86882.32 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -87279.171875 Penalty: 3375.088867
	Iteration 1F: 3 clusters Score -87279.17 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -87505.335938 Penalty: 3375.088867
	Iteration 2F: 3 clusters Score -87505.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -87657.226562 Penalty: 3375.088867
	Iteration 3F: 3 clusters Score -87657.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -87759.328125 Penalty: 3375.088867
	Iteration 4Q: 3 clusters Score -87759.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -87819.023438 Penalty: 3375.088867
	Iteration 5Q: 3 clusters Score -87819.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -87867.632812 Penalty: 3375.088867
	Iteration 6Q: 3 clusters Score -87867.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -87927.835938 Penalty: 3375.088867
	Iteration 7Q: 3 clusters Score -87927.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -87961.320312 Penalty: 3375.088867
	Iteration 8Q: 3 clusters Score -87961.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -88003.953125 Penalty: 3375.088867
	Iteration 9Q: 3 clusters Score -88003.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -88080.257812 Penalty: 3375.088867
	Iteration 10Q: 3 clusters Score -88080.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -88188.046875 Penalty: 3375.088867
	Iteration 11Q: 3 clusters Score -88188.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -88273.664062 Penalty: 3375.088867
	Iteration 12Q: 3 clusters Score -88273.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -88331.093750 Penalty: 3375.088867
	Iteration 13Q: 3 clusters Score -88331.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -88356.960938 Penalty: 3375.088867
	Iteration 14Q: 3 clusters Score -88356.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -88370.812500 Penalty: 3375.088867
	Iteration 15Q: 3 clusters Score -88370.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -88394.828125 Penalty: 3375.088867
	Iteration 16Q: 3 clusters Score -88394.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -88421.835938 Penalty: 3375.088867
	Iteration 17Q: 3 clusters Score -88421.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -88441.281250 Penalty: 3375.088867
	Iteration 18Q: 3 clusters Score -88441.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -88454.781250 Penalty: 3375.088867
	Iteration 19Q: 3 clusters Score -88454.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -88464.648438 Penalty: 3375.088867
	Iteration 20F: 3 clusters Score -88464.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -88485.296875 Penalty: 3375.088867
	Iteration 21Q: 3 clusters Score -88485.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -88516.281250 Penalty: 3375.088867
	Iteration 22Q: 3 clusters Score -88516.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -88590.320312 Penalty: 3375.088867
	Iteration 23Q: 3 clusters Score -88590.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -88697.367188 Penalty: 3375.088867
	Iteration 24Q: 3 clusters Score -88697.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -88734.164062 Penalty: 3375.088867
	Iteration 25Q: 3 clusters Score -88734.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -88743.585938 Penalty: 3375.088867
	Iteration 26Q: 3 clusters Score -88743.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -88749.601562 Penalty: 3375.088867
	Iteration 27Q: 3 clusters Score -88749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -88749.601562 Penalty: 3375.088867
	Iteration 28F: 3 clusters Score -88749.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 244 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 110054 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 12 contains 658 members 
Mstep: Class 13 contains 34149 members 
Mstep: Class 14 contains 159793 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29807 members 
Mstep: Class 18 contains 319279 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98013728.000000 Penalty: 71408.312500
Splitting cluster 8 changes total score from -98015424.000000 to -98013728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Entering Unmasked Estep 
Score: -90171.789062 Penalty: 1697.250000
	Iteration 0F: 2 clusters Score -90171.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88287.515625 Penalty: 3394.500000
	Iteration 0F: 3 clusters Score -88287.52 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88627.882812 Penalty: 3394.500000
	Iteration 1F: 3 clusters Score -88627.88 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88915.593750 Penalty: 3394.500000
	Iteration 2F: 3 clusters Score -88915.59 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -89209.976562 Penalty: 3394.500000
	Iteration 3F: 3 clusters Score -89209.98 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89402.945312 Penalty: 3394.500000
	Iteration 4F: 3 clusters Score -89402.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -89511.328125 Penalty: 3394.500000
	Iteration 5Q: 3 clusters Score -89511.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -89596.070312 Penalty: 3394.500000
	Iteration 6Q: 3 clusters Score -89596.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -89648.835938 Penalty: 3394.500000
	Iteration 7Q: 3 clusters Score -89648.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -89706.500000 Penalty: 3394.500000
	Iteration 8Q: 3 clusters Score -89706.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -89759.531250 Penalty: 3394.500000
	Iteration 9Q: 3 clusters Score -89759.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -89920.093750 Penalty: 3394.500000
	Iteration 10Q: 3 clusters Score -89920.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -90221.164062 Penalty: 3394.500000
	Iteration 11Q: 3 clusters Score -90221.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -91592.796875 Penalty: 3394.500000
	Iteration 12Q: 3 clusters Score -91592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91598.757812 Penalty: 3394.500000
	Iteration 13Q: 3 clusters Score -91598.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -91598.757812 Penalty: 3394.500000
	Iteration 14F: 3 clusters Score -91598.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 29174 members 
Mstep: Class 3 contains 29268 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 6 contains 8542 members 
Mstep: Class 7 contains 84580 members 
Mstep: Class 8 contains 902 members 
Mstep: Class 9 contains 605 members 
Mstep: Class 10 contains 110054 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 12 contains 333 members 
Mstep: Class 13 contains 34149 members 
Mstep: Class 14 contains 159793 members 
Mstep: Class 15 contains 9264 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 29807 members 
Mstep: Class 18 contains 319279 members 
Mstep: Class 19 contains 4198 members 
Mstep: Class 20 contains 20910 members 
Mstep: Class 22 contains 351 members 
Entering Unmasked Estep 
Score: -98015168.000000 Penalty: 71408.312500
Splitting cluster 9 changes total score from -98015424.000000 to -98015168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (110054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110054 members 
Entering Unmasked Estep 
Score: -12476743.000000 Penalty: 2878.964111
	Iteration 0F: 2 clusters Score -1.247674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -12403426.000000 Penalty: 5757.928223
	Iteration 0F: 3 clusters Score -1.240343e+07 nChanged 52053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 54390 members 
Entering Unmasked Estep 
Score: -12432911.000000 Penalty: 5757.928223
	Iteration 1F: 3 clusters Score -1.243291e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55896 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -12433623.000000 Penalty: 5757.928223
	Iteration 2Q: 3 clusters Score -1.243362e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -12434165.000000 Penalty: 5757.928223
	Iteration 3Q: 3 clusters Score -1.243416e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -12434719.000000 Penalty: 5757.928223
	Iteration 4Q: 3 clusters Score -1.243472e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57268 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -12435265.000000 Penalty: 5757.928223
	Iteration 5Q: 3 clusters Score -1.243526e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -12435742.000000 Penalty: 5757.928223
	Iteration 6Q: 3 clusters Score -1.243574e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -12436317.000000 Penalty: 5757.928223
	Iteration 7Q: 3 clusters Score -1.243632e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61514 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -12437166.000000 Penalty: 5757.928223
	Iteration 8Q: 3 clusters Score -1.243717e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64438 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -12438298.000000 Penalty: 5757.928223
	Iteration 9Q: 3 clusters Score -1.24383e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -12440259.000000 Penalty: 5757.928223
	Iteration 10Q: 3 clusters Score -1.244026e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74232 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -12443647.000000 Penalty: 5757.928223
	Iteration 11F: 3 clusters Score -1.244365e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -12449216.000000 Penalty: 5757.928223
	Iteration 12F: 3 clusters Score -1.244922e+07 nChanged 8604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90117 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -12456866.000000 Penalty: 5757.928223
	Iteration 13F: 3 clusters Score -1.245687e+07 nChanged 8114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98117 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -12464455.000000 Penalty: 5757.928223
	Iteration 14F: 3 clusters Score -1.246446e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103615 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -12469740.000000 Penalty: 5757.928223
	Iteration 15F: 3 clusters Score -1.246974e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106529 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -12472390.000000 Penalty: 5757.928223
	Iteration 16Q: 3 clusters Score -1.247239e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107856 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -12473416.000000 Penalty: 5757.928223
	Iteration 17Q: 3 clusters Score -1.247342e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108479 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -12473833.000000 Penalty: 5757.928223
	Iteration 18Q: 3 clusters Score -1.247383e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108779 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -12474143.000000 Penalty: 5757.928223
	Iteration 19Q: 3 clusters Score -1.247414e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108944 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -12474244.000000 Penalty: 5757.928223
	Iteration 20F: 3 clusters Score -1.247424e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109037 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12474313.000000 Penalty: 5757.928223
	Iteration 21Q: 3 clusters Score -1.247431e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109100 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -12474418.000000 Penalty: 5757.928223
	Iteration 22Q: 3 clusters Score -1.247442e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109129 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -12474433.000000 Penalty: 5757.928223
	Iteration 23Q: 3 clusters Score -1.247443e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109159 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12474476.000000 Penalty: 5757.928223
	Iteration 24Q: 3 clusters Score -1.247448e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109189 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -12474537.000000 Penalty: 5757.928223
	Iteration 25Q: 3 clusters Score -1.247454e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109213 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -12474554.000000 Penalty: 5757.928223
	Iteration 26Q: 3 clusters Score -1.247455e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109230 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -12474556.000000 Penalty: 5757.928223
	Iteration 27Q: 3 clusters Score -1.247456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109242 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -12474561.000000 Penalty: 5757.928223
	Iteration 28Q: 3 clusters Score -1.247456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109243 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12474575.000000 Penalty: 5757.928223
	Iteration 29Q: 3 clusters Score -1.247458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109246 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -12474583.000000 Penalty: 5757.928223
	Iteration 30Q: 3 clusters Score -1.247458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109245 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -12474580.000000 Penalty: 5757.928223
	Iteration 31Q: 3 clusters Score -1.247458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109248 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12474573.000000 Penalty: 5757.928223
	Iteration 32Q: 3 clusters Score -1.247457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109250 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -12474583.000000 Penalty: 5757.928223
	Iteration 33Q: 3 clusters Score -1.247458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109250 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -12474586.000000 Penalty: 5757.928223
	Iteration 34Q: 3 clusters Score -1.247459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109251 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12474593.000000 Penalty: 5757.928223
	Iteration 35Q: 3 clusters Score -1.247459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109252 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -12474582.000000 Penalty: 5757.928223
	Iteration 36Q: 3 clusters Score -1.247458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109251 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12474579.000000 Penalty: 5757.928223
	Iteration 37Q: 3 clusters Score -1.247458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109251 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12474584.000000 Penalty: 5757.928223
	Iteration 38Q: 3 clusters Score -1.247458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109250 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -12474584.000000 Penalty: 5757.928223
	Iteration 39Q: 3 clusters Score -1.247458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109250 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -12474584.000000 Penalty: 5757.928223
	Iteration 40F: 3 clusters Score -1.247458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Entering Unmasked Estep 
Score: -4599447.500000 Penalty: 2642.603027
	Iteration 0F: 2 clusters Score -4599448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -4570741.500000 Penalty: 5285.206055
	Iteration 0F: 3 clusters Score -4570742 nChanged 19518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -4581400.000000 Penalty: 5285.206055
	Iteration 1F: 3 clusters Score -4581400 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -4581802.000000 Penalty: 5285.206055
	Iteration 2Q: 3 clusters Score -4581802 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -4582159.000000 Penalty: 5285.206055
	Iteration 3Q: 3 clusters Score -4582159 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -4582466.500000 Penalty: 5285.206055
	Iteration 4Q: 3 clusters Score -4582466 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -4582766.000000 Penalty: 5285.206055
	Iteration 5Q: 3 clusters Score -4582766 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -4583143.000000 Penalty: 5285.206055
	Iteration 6Q: 3 clusters Score -4583143 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -4583694.500000 Penalty: 5285.206055
	Iteration 7Q: 3 clusters Score -4583694 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4584571.000000 Penalty: 5285.206055
	Iteration 8Q: 3 clusters Score -4584571 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -4586105.000000 Penalty: 5285.206055
	Iteration 9F: 3 clusters Score -4586105 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -4588566.000000 Penalty: 5285.206055
	Iteration 10F: 3 clusters Score -4588566 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -4591534.000000 Penalty: 5285.206055
	Iteration 11F: 3 clusters Score -4591534 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -4594207.500000 Penalty: 5285.206055
	Iteration 12F: 3 clusters Score -4594208 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -4595837.000000 Penalty: 5285.206055
	Iteration 13Q: 3 clusters Score -4595837 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -4596565.500000 Penalty: 5285.206055
	Iteration 14Q: 3 clusters Score -4596566 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -4596891.000000 Penalty: 5285.206055
	Iteration 15Q: 3 clusters Score -4596891 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -4597015.500000 Penalty: 5285.206055
	Iteration 16Q: 3 clusters Score -4597016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -4597071.000000 Penalty: 5285.206055
	Iteration 17Q: 3 clusters Score -4597071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -4597113.500000 Penalty: 5285.206055
	Iteration 18Q: 3 clusters Score -4597114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -4597127.000000 Penalty: 5285.206055
	Iteration 19Q: 3 clusters Score -4597127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -4597129.500000 Penalty: 5285.206055
	Iteration 20F: 3 clusters Score -4597130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -4597144.000000 Penalty: 5285.206055
	Iteration 21Q: 3 clusters Score -4597144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -4597142.500000 Penalty: 5285.206055
	Iteration 22Q: 3 clusters Score -4597142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -4597142.500000 Penalty: 5285.206055
	Iteration 23F: 3 clusters Score -4597142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Entering Unmasked Estep 
Score: -3852413.750000 Penalty: 2588.745361
	Iteration 0F: 2 clusters Score -3852414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3829159.000000 Penalty: 5177.490723
	Iteration 0F: 3 clusters Score -3829159 nChanged 15507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -3837830.750000 Penalty: 5177.490723
	Iteration 1F: 3 clusters Score -3837831 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3838386.000000 Penalty: 5177.490723
	Iteration 2Q: 3 clusters Score -3838386 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3839079.250000 Penalty: 5177.490723
	Iteration 3Q: 3 clusters Score -3839079 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3839977.750000 Penalty: 5177.490723
	Iteration 4F: 3 clusters Score -3839978 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3841052.750000 Penalty: 5177.490723
	Iteration 5F: 3 clusters Score -3841053 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -3842515.000000 Penalty: 5177.490723
	Iteration 6F: 3 clusters Score -3842515 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -3844265.000000 Penalty: 5177.490723
	Iteration 7F: 3 clusters Score -3844265 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -3845856.250000 Penalty: 5177.490723
	Iteration 8F: 3 clusters Score -3845856 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -3847130.250000 Penalty: 5177.490723
	Iteration 9Q: 3 clusters Score -3847130 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3847981.250000 Penalty: 5177.490723
	Iteration 10Q: 3 clusters Score -3847981 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -3848464.250000 Penalty: 5177.490723
	Iteration 11Q: 3 clusters Score -3848464 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3848784.250000 Penalty: 5177.490723
	Iteration 12Q: 3 clusters Score -3848784 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3849001.500000 Penalty: 5177.490723
	Iteration 13Q: 3 clusters Score -3849002 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3849184.000000 Penalty: 5177.490723
	Iteration 14Q: 3 clusters Score -3849184 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3849323.500000 Penalty: 5177.490723
	Iteration 15Q: 3 clusters Score -3849324 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3849434.750000 Penalty: 5177.490723
	Iteration 16Q: 3 clusters Score -3849435 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3849546.750000 Penalty: 5177.490723
	Iteration 17Q: 3 clusters Score -3849547 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3849652.750000 Penalty: 5177.490723
	Iteration 18Q: 3 clusters Score -3849653 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3849748.250000 Penalty: 5177.490723
	Iteration 19Q: 3 clusters Score -3849748 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3849811.250000 Penalty: 5177.490723
	Iteration 20F: 3 clusters Score -3849811 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3849862.500000 Penalty: 5177.490723
	Iteration 21Q: 3 clusters Score -3849862 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3849906.750000 Penalty: 5177.490723
	Iteration 22Q: 3 clusters Score -3849907 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3849941.750000 Penalty: 5177.490723
	Iteration 23Q: 3 clusters Score -3849942 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3849978.500000 Penalty: 5177.490723
	Iteration 24Q: 3 clusters Score -3849978 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3850009.750000 Penalty: 5177.490723
	Iteration 25Q: 3 clusters Score -3850010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3850018.500000 Penalty: 5177.490723
	Iteration 26Q: 3 clusters Score -3850018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3850044.750000 Penalty: 5177.490723
	Iteration 27Q: 3 clusters Score -3850045 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3850062.250000 Penalty: 5177.490723
	Iteration 28Q: 3 clusters Score -3850062 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3850092.250000 Penalty: 5177.490723
	Iteration 29Q: 3 clusters Score -3850092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3850095.500000 Penalty: 5177.490723
	Iteration 30Q: 3 clusters Score -3850096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3850119.500000 Penalty: 5177.490723
	Iteration 31Q: 3 clusters Score -3850120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3850116.500000 Penalty: 5177.490723
	Iteration 32Q: 3 clusters Score -3850116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3850126.250000 Penalty: 5177.490723
	Iteration 33Q: 3 clusters Score -3850126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3850134.500000 Penalty: 5177.490723
	Iteration 34Q: 3 clusters Score -3850134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3850136.750000 Penalty: 5177.490723
	Iteration 35Q: 3 clusters Score -3850137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3850137.000000 Penalty: 5177.490723
	Iteration 36Q: 3 clusters Score -3850137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3850138.750000 Penalty: 5177.490723
	Iteration 37Q: 3 clusters Score -3850139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3850136.500000 Penalty: 5177.490723
	Iteration 38Q: 3 clusters Score -3850136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -3850140.250000 Penalty: 5177.490723
	Iteration 39Q: 3 clusters Score -3850140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3850143.000000 Penalty: 5177.490723
	Iteration 40F: 3 clusters Score -3850143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3850140.000000 Penalty: 5177.490723
	Iteration 41Q: 3 clusters Score -3850140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3850146.250000 Penalty: 5177.490723
	Iteration 42Q: 3 clusters Score -3850146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3850147.250000 Penalty: 5177.490723
	Iteration 43Q: 3 clusters Score -3850147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -3850155.000000 Penalty: 5177.490723
	Iteration 44Q: 3 clusters Score -3850155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3850160.500000 Penalty: 5177.490723
	Iteration 45Q: 3 clusters Score -3850160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3850165.250000 Penalty: 5177.490723
	Iteration 46Q: 3 clusters Score -3850165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3850157.750000 Penalty: 5177.490723
	Iteration 47Q: 3 clusters Score -3850158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3850170.250000 Penalty: 5177.490723
	Iteration 48Q: 3 clusters Score -3850170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3850165.250000 Penalty: 5177.490723
	Iteration 49Q: 3 clusters Score -3850165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3850166.250000 Penalty: 5177.490723
	Iteration 50Q: 3 clusters Score -3850166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3850169.000000 Penalty: 5177.490723
	Iteration 51Q: 3 clusters Score -3850169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3850170.500000 Penalty: 5177.490723
	Iteration 52Q: 3 clusters Score -3850170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3850175.000000 Penalty: 5177.490723
	Iteration 53Q: 3 clusters Score -3850175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3850173.000000 Penalty: 5177.490723
	Iteration 54Q: 3 clusters Score -3850173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3850180.000000 Penalty: 5177.490723
	Iteration 55Q: 3 clusters Score -3850180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3850184.750000 Penalty: 5177.490723
	Iteration 56Q: 3 clusters Score -3850185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3850187.750000 Penalty: 5177.490723
	Iteration 57Q: 3 clusters Score -3850188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3850183.500000 Penalty: 5177.490723
	Iteration 58Q: 3 clusters Score -3850184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3850189.500000 Penalty: 5177.490723
	Iteration 59Q: 3 clusters Score -3850190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3850192.250000 Penalty: 5177.490723
	Iteration 60F: 3 clusters Score -3850192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3850195.000000 Penalty: 5177.490723
	Iteration 61Q: 3 clusters Score -3850195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3850194.250000 Penalty: 5177.490723
	Iteration 62Q: 3 clusters Score -3850194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3850200.500000 Penalty: 5177.490723
	Iteration 63Q: 3 clusters Score -3850200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3850198.750000 Penalty: 5177.490723
	Iteration 64Q: 3 clusters Score -3850199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3850202.000000 Penalty: 5177.490723
	Iteration 65Q: 3 clusters Score -3850202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3850199.000000 Penalty: 5177.490723
	Iteration 66Q: 3 clusters Score -3850199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3850202.250000 Penalty: 5177.490723
	Iteration 67Q: 3 clusters Score -3850202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3850200.750000 Penalty: 5177.490723
	Iteration 68Q: 3 clusters Score -3850201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3850206.500000 Penalty: 5177.490723
	Iteration 69Q: 3 clusters Score -3850206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3850207.000000 Penalty: 5177.490723
	Iteration 70Q: 3 clusters Score -3850207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3850205.000000 Penalty: 5177.490723
	Iteration 71Q: 3 clusters Score -3850205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3850211.500000 Penalty: 5177.490723
	Iteration 72Q: 3 clusters Score -3850212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3850216.000000 Penalty: 5177.490723
	Iteration 73Q: 3 clusters Score -3850216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3850218.750000 Penalty: 5177.490723
	Iteration 74Q: 3 clusters Score -3850219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3850224.250000 Penalty: 5177.490723
	Iteration 75Q: 3 clusters Score -3850224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3850223.500000 Penalty: 5177.490723
	Iteration 76Q: 3 clusters Score -3850224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3850223.000000 Penalty: 5177.490723
	Iteration 77Q: 3 clusters Score -3850223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3850226.000000 Penalty: 5177.490723
	Iteration 78Q: 3 clusters Score -3850226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3850231.500000 Penalty: 5177.490723
	Iteration 79Q: 3 clusters Score -3850232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3850239.000000 Penalty: 5177.490723
	Iteration 80F: 3 clusters Score -3850239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3850254.250000 Penalty: 5177.490723
	Iteration 81Q: 3 clusters Score -3850254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3850253.250000 Penalty: 5177.490723
	Iteration 82Q: 3 clusters Score -3850253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3850258.500000 Penalty: 5177.490723
	Iteration 83Q: 3 clusters Score -3850258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3850263.250000 Penalty: 5177.490723
	Iteration 84Q: 3 clusters Score -3850263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3850268.250000 Penalty: 5177.490723
	Iteration 85Q: 3 clusters Score -3850268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3850265.000000 Penalty: 5177.490723
	Iteration 86Q: 3 clusters Score -3850265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3850266.250000 Penalty: 5177.490723
	Iteration 87Q: 3 clusters Score -3850266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3850272.250000 Penalty: 5177.490723
	Iteration 88Q: 3 clusters Score -3850272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3850268.750000 Penalty: 5177.490723
	Iteration 89Q: 3 clusters Score -3850269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3850272.000000 Penalty: 5177.490723
	Iteration 90Q: 3 clusters Score -3850272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3850277.250000 Penalty: 5177.490723
	Iteration 91Q: 3 clusters Score -3850277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3850277.250000 Penalty: 5177.490723
	Iteration 92Q: 3 clusters Score -3850277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3850277.250000 Penalty: 5177.490723
	Iteration 93F: 3 clusters Score -3850277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (159793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159793 members 
Entering Unmasked Estep 
Score: -17773166.000000 Penalty: 2971.445312
	Iteration 0F: 2 clusters Score -1.777317e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79768 members 
Mstep: Class 2 contains 80025 members 
Entering Unmasked Estep 
Score: -17666374.000000 Penalty: 5942.890625
	Iteration 0F: 3 clusters Score -1.766637e+07 nChanged 76503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79581 members 
Mstep: Class 2 contains 80212 members 
Entering Unmasked Estep 
Score: -17711418.000000 Penalty: 5942.890625
	Iteration 1F: 3 clusters Score -1.771142e+07 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79337 members 
Mstep: Class 2 contains 80456 members 
Entering Unmasked Estep 
Score: -17712980.000000 Penalty: 5942.890625
	Iteration 2Q: 3 clusters Score -1.771298e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79089 members 
Mstep: Class 2 contains 80704 members 
Entering Unmasked Estep 
Score: -17715000.000000 Penalty: 5942.890625
	Iteration 3Q: 3 clusters Score -1.7715e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78913 members 
Mstep: Class 2 contains 80880 members 
Entering Unmasked Estep 
Score: -17718022.000000 Penalty: 5942.890625
	Iteration 4Q: 3 clusters Score -1.771802e+07 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79046 members 
Mstep: Class 2 contains 80747 members 
Entering Unmasked Estep 
Score: -17721970.000000 Penalty: 5942.890625
	Iteration 5Q: 3 clusters Score -1.772197e+07 nChanged 8880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79882 members 
Mstep: Class 2 contains 79911 members 
Entering Unmasked Estep 
Score: -17727006.000000 Penalty: 5942.890625
	Iteration 6F: 3 clusters Score -1.772701e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81371 members 
Mstep: Class 2 contains 78422 members 
Entering Unmasked Estep 
Score: -17732876.000000 Penalty: 5942.890625
	Iteration 7F: 3 clusters Score -1.773288e+07 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83185 members 
Mstep: Class 2 contains 76608 members 
Entering Unmasked Estep 
Score: -17738720.000000 Penalty: 5942.890625
	Iteration 8F: 3 clusters Score -1.773872e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84998 members 
Mstep: Class 2 contains 74795 members 
Entering Unmasked Estep 
Score: -17743702.000000 Penalty: 5942.890625
	Iteration 9F: 3 clusters Score -1.77437e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86584 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -17747128.000000 Penalty: 5942.890625
	Iteration 10Q: 3 clusters Score -1.774713e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88037 members 
Mstep: Class 2 contains 71756 members 
Entering Unmasked Estep 
Score: -17748796.000000 Penalty: 5942.890625
	Iteration 11Q: 3 clusters Score -1.77488e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89416 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -17749552.000000 Penalty: 5942.890625
	Iteration 12Q: 3 clusters Score -1.774955e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90813 members 
Mstep: Class 2 contains 68980 members 
Entering Unmasked Estep 
Score: -17750010.000000 Penalty: 5942.890625
	Iteration 13Q: 3 clusters Score -1.775001e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92251 members 
Mstep: Class 2 contains 67542 members 
Entering Unmasked Estep 
Score: -17750406.000000 Penalty: 5942.890625
	Iteration 14Q: 3 clusters Score -1.775041e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93813 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -17750690.000000 Penalty: 5942.890625
	Iteration 15Q: 3 clusters Score -1.775069e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95451 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -17751022.000000 Penalty: 5942.890625
	Iteration 16Q: 3 clusters Score -1.775102e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97208 members 
Mstep: Class 2 contains 62585 members 
Entering Unmasked Estep 
Score: -17751432.000000 Penalty: 5942.890625
	Iteration 17Q: 3 clusters Score -1.775143e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99080 members 
Mstep: Class 2 contains 60713 members 
Entering Unmasked Estep 
Score: -17751878.000000 Penalty: 5942.890625
	Iteration 18Q: 3 clusters Score -1.775188e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101056 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -17752246.000000 Penalty: 5942.890625
	Iteration 19Q: 3 clusters Score -1.775225e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103176 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -17752712.000000 Penalty: 5942.890625
	Iteration 20F: 3 clusters Score -1.775271e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105479 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -17753142.000000 Penalty: 5942.890625
	Iteration 21Q: 3 clusters Score -1.775314e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107881 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -17753882.000000 Penalty: 5942.890625
	Iteration 22Q: 3 clusters Score -1.775388e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110430 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -17754614.000000 Penalty: 5942.890625
	Iteration 23Q: 3 clusters Score -1.775461e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113048 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -17755314.000000 Penalty: 5942.890625
	Iteration 24Q: 3 clusters Score -1.775531e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115830 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -17756076.000000 Penalty: 5942.890625
	Iteration 25Q: 3 clusters Score -1.775608e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118772 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -17757140.000000 Penalty: 5942.890625
	Iteration 26Q: 3 clusters Score -1.775714e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121845 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -17758252.000000 Penalty: 5942.890625
	Iteration 27Q: 3 clusters Score -1.775825e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125034 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -17759488.000000 Penalty: 5942.890625
	Iteration 28Q: 3 clusters Score -1.775949e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128243 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -17760774.000000 Penalty: 5942.890625
	Iteration 29Q: 3 clusters Score -1.776077e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131387 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -17762088.000000 Penalty: 5942.890625
	Iteration 30Q: 3 clusters Score -1.776209e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134449 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -17763544.000000 Penalty: 5942.890625
	Iteration 31Q: 3 clusters Score -1.776354e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137328 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -17764776.000000 Penalty: 5942.890625
	Iteration 32Q: 3 clusters Score -1.776478e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140031 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -17766014.000000 Penalty: 5942.890625
	Iteration 33Q: 3 clusters Score -1.776601e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142419 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -17767100.000000 Penalty: 5942.890625
	Iteration 34Q: 3 clusters Score -1.77671e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144526 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -17768030.000000 Penalty: 5942.890625
	Iteration 35Q: 3 clusters Score -1.776803e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146336 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -17768944.000000 Penalty: 5942.890625
	Iteration 36Q: 3 clusters Score -1.776894e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147751 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -17769560.000000 Penalty: 5942.890625
	Iteration 37Q: 3 clusters Score -1.776956e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148955 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -17770158.000000 Penalty: 5942.890625
	Iteration 38Q: 3 clusters Score -1.777016e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149855 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -17770688.000000 Penalty: 5942.890625
	Iteration 39Q: 3 clusters Score -1.777069e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150624 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -17771208.000000 Penalty: 5942.890625
	Iteration 40F: 3 clusters Score -1.777121e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151405 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -17771944.000000 Penalty: 5942.890625
	Iteration 41Q: 3 clusters Score -1.777194e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152024 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -17772444.000000 Penalty: 5942.890625
	Iteration 42Q: 3 clusters Score -1.777244e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152477 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -17772740.000000 Penalty: 5942.890625
	Iteration 43Q: 3 clusters Score -1.777274e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152813 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -17772842.000000 Penalty: 5942.890625
	Iteration 44Q: 3 clusters Score -1.777284e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153050 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -17772932.000000 Penalty: 5942.890625
	Iteration 45Q: 3 clusters Score -1.777293e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153236 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -17772968.000000 Penalty: 5942.890625
	Iteration 46Q: 3 clusters Score -1.777297e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153403 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -17773024.000000 Penalty: 5942.890625
	Iteration 47Q: 3 clusters Score -1.777302e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153527 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -17773024.000000 Penalty: 5942.890625
	Iteration 48Q: 3 clusters Score -1.777302e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153639 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -17773044.000000 Penalty: 5942.890625
	Iteration 49Q: 3 clusters Score -1.777304e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153743 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -17773080.000000 Penalty: 5942.890625
	Iteration 50Q: 3 clusters Score -1.777308e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153808 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -17773058.000000 Penalty: 5942.890625
	Iteration 51Q: 3 clusters Score -1.777306e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153864 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -17773082.000000 Penalty: 5942.890625
	Iteration 52Q: 3 clusters Score -1.777308e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153911 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -17773074.000000 Penalty: 5942.890625
	Iteration 53Q: 3 clusters Score -1.777307e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153958 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -17773084.000000 Penalty: 5942.890625
	Iteration 54Q: 3 clusters Score -1.777308e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153995 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -17773068.000000 Penalty: 5942.890625
	Iteration 55Q: 3 clusters Score -1.777307e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154019 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -17773054.000000 Penalty: 5942.890625
	Iteration 56Q: 3 clusters Score -1.777305e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154050 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -17773072.000000 Penalty: 5942.890625
	Iteration 57Q: 3 clusters Score -1.777307e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154072 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -17773036.000000 Penalty: 5942.890625
	Iteration 58Q: 3 clusters Score -1.777304e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154091 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -17773056.000000 Penalty: 5942.890625
	Iteration 59Q: 3 clusters Score -1.777306e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154113 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -17773050.000000 Penalty: 5942.890625
	Iteration 60F: 3 clusters Score -1.777305e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154138 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -17773052.000000 Penalty: 5942.890625
	Iteration 61Q: 3 clusters Score -1.777305e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154152 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -17773064.000000 Penalty: 5942.890625
	Iteration 62Q: 3 clusters Score -1.777306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154160 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -17773074.000000 Penalty: 5942.890625
	Iteration 63Q: 3 clusters Score -1.777307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154177 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -17773066.000000 Penalty: 5942.890625
	Iteration 64Q: 3 clusters Score -1.777307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154190 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -17773046.000000 Penalty: 5942.890625
	Iteration 65Q: 3 clusters Score -1.777305e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154211 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -17773054.000000 Penalty: 5942.890625
	Iteration 66Q: 3 clusters Score -1.777305e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154226 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -17773066.000000 Penalty: 5942.890625
	Iteration 67Q: 3 clusters Score -1.777307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154243 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -17773052.000000 Penalty: 5942.890625
	Iteration 68Q: 3 clusters Score -1.777305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154254 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -17773040.000000 Penalty: 5942.890625
	Iteration 69Q: 3 clusters Score -1.777304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154262 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -17773044.000000 Penalty: 5942.890625
	Iteration 70Q: 3 clusters Score -1.777304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154268 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -17773034.000000 Penalty: 5942.890625
	Iteration 71Q: 3 clusters Score -1.777303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154274 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -17773042.000000 Penalty: 5942.890625
	Iteration 72Q: 3 clusters Score -1.777304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154281 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -17773042.000000 Penalty: 5942.890625
	Iteration 73Q: 3 clusters Score -1.777304e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154289 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -17773052.000000 Penalty: 5942.890625
	Iteration 74Q: 3 clusters Score -1.777305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154297 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -17773044.000000 Penalty: 5942.890625
	Iteration 75Q: 3 clusters Score -1.777304e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154306 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -17773040.000000 Penalty: 5942.890625
	Iteration 76Q: 3 clusters Score -1.777304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154311 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -17773030.000000 Penalty: 5942.890625
	Iteration 77Q: 3 clusters Score -1.777303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154316 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -17773028.000000 Penalty: 5942.890625
	Iteration 78Q: 3 clusters Score -1.777303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154318 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -17773032.000000 Penalty: 5942.890625
	Iteration 79Q: 3 clusters Score -1.777303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154319 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -17773032.000000 Penalty: 5942.890625
	Iteration 80F: 3 clusters Score -1.777303e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Entering Unmasked Estep 
Score: -1041131.687500 Penalty: 2265.205078
	Iteration 0F: 2 clusters Score -1041132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1033885.500000 Penalty: 4530.410156
	Iteration 0F: 3 clusters Score -1033886 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1036026.187500 Penalty: 4530.410156
	Iteration 1F: 3 clusters Score -1036026 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1036475.875000 Penalty: 4530.410156
	Iteration 2F: 3 clusters Score -1036476 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1036860.812500 Penalty: 4530.410156
	Iteration 3F: 3 clusters Score -1036861 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1037255.937500 Penalty: 4530.410156
	Iteration 4F: 3 clusters Score -1037256 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1037669.375000 Penalty: 4530.410156
	Iteration 5F: 3 clusters Score -1037669 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1038028.937500 Penalty: 4530.410156
	Iteration 6F: 3 clusters Score -1038029 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1038338.562500 Penalty: 4530.410156
	Iteration 7Q: 3 clusters Score -1038339 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1038613.562500 Penalty: 4530.410156
	Iteration 8Q: 3 clusters Score -1038614 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1038850.687500 Penalty: 4530.410156
	Iteration 9Q: 3 clusters Score -1038851 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1039013.312500 Penalty: 4530.410156
	Iteration 10Q: 3 clusters Score -1039013 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1039147.000000 Penalty: 4530.410156
	Iteration 11Q: 3 clusters Score -1039147 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1039241.687500 Penalty: 4530.410156
	Iteration 12Q: 3 clusters Score -1039242 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1039303.062500 Penalty: 4530.410156
	Iteration 13Q: 3 clusters Score -1039303 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1039331.750000 Penalty: 4530.410156
	Iteration 14Q: 3 clusters Score -1039332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1039351.687500 Penalty: 4530.410156
	Iteration 15Q: 3 clusters Score -1039352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1039368.312500 Penalty: 4530.410156
	Iteration 16Q: 3 clusters Score -1039368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1039383.437500 Penalty: 4530.410156
	Iteration 17Q: 3 clusters Score -1039383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1039392.437500 Penalty: 4530.410156
	Iteration 18Q: 3 clusters Score -1039392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1039396.125000 Penalty: 4530.410156
	Iteration 19Q: 3 clusters Score -1039396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1039404.687500 Penalty: 4530.410156
	Iteration 20F: 3 clusters Score -1039405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1039409.375000 Penalty: 4530.410156
	Iteration 21Q: 3 clusters Score -1039409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1039416.250000 Penalty: 4530.410156
	Iteration 22Q: 3 clusters Score -1039416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1039422.062500 Penalty: 4530.410156
	Iteration 23Q: 3 clusters Score -1039422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1039424.687500 Penalty: 4530.410156
	Iteration 24Q: 3 clusters Score -1039425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1039426.187500 Penalty: 4530.410156
	Iteration 25Q: 3 clusters Score -1039426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1039431.062500 Penalty: 4530.410156
	Iteration 26Q: 3 clusters Score -1039431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1039434.000000 Penalty: 4530.410156
	Iteration 27Q: 3 clusters Score -1039434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1039437.000000 Penalty: 4530.410156
	Iteration 28Q: 3 clusters Score -1039437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1039439.062500 Penalty: 4530.410156
	Iteration 29Q: 3 clusters Score -1039439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1039443.062500 Penalty: 4530.410156
	Iteration 30Q: 3 clusters Score -1039443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1039449.500000 Penalty: 4530.410156
	Iteration 31Q: 3 clusters Score -1039450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1039448.500000 Penalty: 4530.410156
	Iteration 32Q: 3 clusters Score -1039448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1039450.000000 Penalty: 4530.410156
	Iteration 33Q: 3 clusters Score -1039450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1039454.750000 Penalty: 4530.410156
	Iteration 34Q: 3 clusters Score -1039455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1039453.500000 Penalty: 4530.410156
	Iteration 35Q: 3 clusters Score -1039454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1039456.000000 Penalty: 4530.410156
	Iteration 36Q: 3 clusters Score -1039456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1039456.562500 Penalty: 4530.410156
	Iteration 37Q: 3 clusters Score -1039457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1039457.312500 Penalty: 4530.410156
	Iteration 38Q: 3 clusters Score -1039457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1039458.250000 Penalty: 4530.410156
	Iteration 39Q: 3 clusters Score -1039458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1039458.250000 Penalty: 4530.410156
	Iteration 40F: 3 clusters Score -1039458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Entering Unmasked Estep 
Score: -301734.593750 Penalty: 1963.277832
	Iteration 0F: 2 clusters Score -301734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -298606.250000 Penalty: 3926.555664
	Iteration 0F: 3 clusters Score -298606.2 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -299174.437500 Penalty: 3926.555664
	Iteration 1F: 3 clusters Score -299174.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -299316.500000 Penalty: 3926.555664
	Iteration 2F: 3 clusters Score -299316.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -299390.218750 Penalty: 3926.555664
	Iteration 3Q: 3 clusters Score -299390.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -299440.375000 Penalty: 3926.555664
	Iteration 4Q: 3 clusters Score -299440.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -299473.593750 Penalty: 3926.555664
	Iteration 5Q: 3 clusters Score -299473.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -299499.187500 Penalty: 3926.555664
	Iteration 6Q: 3 clusters Score -299499.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -299519.625000 Penalty: 3926.555664
	Iteration 7Q: 3 clusters Score -299519.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -299544.218750 Penalty: 3926.555664
	Iteration 8Q: 3 clusters Score -299544.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -299558.281250 Penalty: 3926.555664
	Iteration 9Q: 3 clusters Score -299558.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -299571.593750 Penalty: 3926.555664
	Iteration 10Q: 3 clusters Score -299571.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -299579.500000 Penalty: 3926.555664
	Iteration 11Q: 3 clusters Score -299579.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -299586.250000 Penalty: 3926.555664
	Iteration 12Q: 3 clusters Score -299586.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -299590.968750 Penalty: 3926.555664
	Iteration 13Q: 3 clusters Score -299591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -299596.281250 Penalty: 3926.555664
	Iteration 14Q: 3 clusters Score -299596.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -299600.093750 Penalty: 3926.555664
	Iteration 15Q: 3 clusters Score -299600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -299601.875000 Penalty: 3926.555664
	Iteration 16Q: 3 clusters Score -299601.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -299604.468750 Penalty: 3926.555664
	Iteration 17Q: 3 clusters Score -299604.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -299606.375000 Penalty: 3926.555664
	Iteration 18Q: 3 clusters Score -299606.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -299607.968750 Penalty: 3926.555664
	Iteration 19Q: 3 clusters Score -299608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -299609.062500 Penalty: 3926.555664
	Iteration 20F: 3 clusters Score -299609.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -299609.562500 Penalty: 3926.555664
	Iteration 21Q: 3 clusters Score -299609.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -299610.593750 Penalty: 3926.555664
	Iteration 22Q: 3 clusters Score -299610.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -299610.593750 Penalty: 3926.555664
	Iteration 23F: 3 clusters Score -299610.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Entering Unmasked Estep 
Score: -3377860.000000 Penalty: 2555.019775
	Iteration 0F: 2 clusters Score -3377860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3357324.500000 Penalty: 5110.039551
	Iteration 0F: 3 clusters Score -3357324 nChanged 13434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -3364311.250000 Penalty: 5110.039551
	Iteration 1F: 3 clusters Score -3364311 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3364679.000000 Penalty: 5110.039551
	Iteration 2Q: 3 clusters Score -3364679 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3364995.750000 Penalty: 5110.039551
	Iteration 3Q: 3 clusters Score -3364996 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3365270.000000 Penalty: 5110.039551
	Iteration 4Q: 3 clusters Score -3365270 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3365503.000000 Penalty: 5110.039551
	Iteration 5Q: 3 clusters Score -3365503 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3365695.250000 Penalty: 5110.039551
	Iteration 6Q: 3 clusters Score -3365695 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3365889.000000 Penalty: 5110.039551
	Iteration 7Q: 3 clusters Score -3365889 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -3366065.000000 Penalty: 5110.039551
	Iteration 8Q: 3 clusters Score -3366065 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3366296.000000 Penalty: 5110.039551
	Iteration 9Q: 3 clusters Score -3366296 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3366574.250000 Penalty: 5110.039551
	Iteration 10Q: 3 clusters Score -3366574 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -3366896.000000 Penalty: 5110.039551
	Iteration 11Q: 3 clusters Score -3366896 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -3367304.250000 Penalty: 5110.039551
	Iteration 12Q: 3 clusters Score -3367304 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3367739.250000 Penalty: 5110.039551
	Iteration 13Q: 3 clusters Score -3367739 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -3368326.250000 Penalty: 5110.039551
	Iteration 14Q: 3 clusters Score -3368326 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3369030.500000 Penalty: 5110.039551
	Iteration 15Q: 3 clusters Score -3369030 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3369774.500000 Penalty: 5110.039551
	Iteration 16Q: 3 clusters Score -3369774 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -3370480.750000 Penalty: 5110.039551
	Iteration 17Q: 3 clusters Score -3370481 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3371155.500000 Penalty: 5110.039551
	Iteration 18Q: 3 clusters Score -3371156 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -3371800.250000 Penalty: 5110.039551
	Iteration 19Q: 3 clusters Score -3371800 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -3372259.750000 Penalty: 5110.039551
	Iteration 20F: 3 clusters Score -3372260 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -3372564.500000 Penalty: 5110.039551
	Iteration 21Q: 3 clusters Score -3372564 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -3372752.500000 Penalty: 5110.039551
	Iteration 22Q: 3 clusters Score -3372752 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -3372885.500000 Penalty: 5110.039551
	Iteration 23Q: 3 clusters Score -3372886 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3372986.500000 Penalty: 5110.039551
	Iteration 24Q: 3 clusters Score -3372986 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -3373071.750000 Penalty: 5110.039551
	Iteration 25Q: 3 clusters Score -3373072 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3373130.500000 Penalty: 5110.039551
	Iteration 26Q: 3 clusters Score -3373130 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -3373202.500000 Penalty: 5110.039551
	Iteration 27Q: 3 clusters Score -3373202 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -3373248.750000 Penalty: 5110.039551
	Iteration 28Q: 3 clusters Score -3373249 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3373329.500000 Penalty: 5110.039551
	Iteration 29Q: 3 clusters Score -3373330 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -3373408.750000 Penalty: 5110.039551
	Iteration 30Q: 3 clusters Score -3373409 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3373489.000000 Penalty: 5110.039551
	Iteration 31Q: 3 clusters Score -3373489 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3373560.500000 Penalty: 5110.039551
	Iteration 32Q: 3 clusters Score -3373560 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -3373646.250000 Penalty: 5110.039551
	Iteration 33Q: 3 clusters Score -3373646 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3373686.750000 Penalty: 5110.039551
	Iteration 34Q: 3 clusters Score -3373687 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -3373741.000000 Penalty: 5110.039551
	Iteration 35Q: 3 clusters Score -3373741 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3373775.000000 Penalty: 5110.039551
	Iteration 36Q: 3 clusters Score -3373775 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3373840.000000 Penalty: 5110.039551
	Iteration 37Q: 3 clusters Score -3373840 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3373919.500000 Penalty: 5110.039551
	Iteration 38Q: 3 clusters Score -3373920 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3373977.000000 Penalty: 5110.039551
	Iteration 39Q: 3 clusters Score -3373977 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3374037.500000 Penalty: 5110.039551
	Iteration 40F: 3 clusters Score -3374038 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3374098.250000 Penalty: 5110.039551
	Iteration 41Q: 3 clusters Score -3374098 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -3374168.750000 Penalty: 5110.039551
	Iteration 42Q: 3 clusters Score -3374169 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3374238.000000 Penalty: 5110.039551
	Iteration 43Q: 3 clusters Score -3374238 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3374295.500000 Penalty: 5110.039551
	Iteration 44Q: 3 clusters Score -3374296 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -3374377.750000 Penalty: 5110.039551
	Iteration 45Q: 3 clusters Score -3374378 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -3374439.000000 Penalty: 5110.039551
	Iteration 46Q: 3 clusters Score -3374439 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -3374534.500000 Penalty: 5110.039551
	Iteration 47Q: 3 clusters Score -3374534 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3374629.750000 Penalty: 5110.039551
	Iteration 48Q: 3 clusters Score -3374630 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3374732.750000 Penalty: 5110.039551
	Iteration 49Q: 3 clusters Score -3374733 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -3374840.500000 Penalty: 5110.039551
	Iteration 50Q: 3 clusters Score -3374840 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3374929.250000 Penalty: 5110.039551
	Iteration 51Q: 3 clusters Score -3374929 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -3374996.000000 Penalty: 5110.039551
	Iteration 52Q: 3 clusters Score -3374996 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3375069.500000 Penalty: 5110.039551
	Iteration 53Q: 3 clusters Score -3375070 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -3375126.250000 Penalty: 5110.039551
	Iteration 54Q: 3 clusters Score -3375126 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -3375172.500000 Penalty: 5110.039551
	Iteration 55Q: 3 clusters Score -3375172 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3375216.500000 Penalty: 5110.039551
	Iteration 56Q: 3 clusters Score -3375216 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -3375264.750000 Penalty: 5110.039551
	Iteration 57Q: 3 clusters Score -3375265 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3375307.000000 Penalty: 5110.039551
	Iteration 58Q: 3 clusters Score -3375307 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -3375347.000000 Penalty: 5110.039551
	Iteration 59Q: 3 clusters Score -3375347 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3375370.000000 Penalty: 5110.039551
	Iteration 60F: 3 clusters Score -3375370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -3375404.250000 Penalty: 5110.039551
	Iteration 61Q: 3 clusters Score -3375404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -3375429.250000 Penalty: 5110.039551
	Iteration 62Q: 3 clusters Score -3375429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -3375448.750000 Penalty: 5110.039551
	Iteration 63Q: 3 clusters Score -3375449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -3375470.750000 Penalty: 5110.039551
	Iteration 64Q: 3 clusters Score -3375471 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -3375489.500000 Penalty: 5110.039551
	Iteration 65Q: 3 clusters Score -3375490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3375503.250000 Penalty: 5110.039551
	Iteration 66Q: 3 clusters Score -3375503 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -3375520.250000 Penalty: 5110.039551
	Iteration 67Q: 3 clusters Score -3375520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3375536.000000 Penalty: 5110.039551
	Iteration 68Q: 3 clusters Score -3375536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -3375561.500000 Penalty: 5110.039551
	Iteration 69Q: 3 clusters Score -3375562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -3375572.750000 Penalty: 5110.039551
	Iteration 70Q: 3 clusters Score -3375573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -3375589.250000 Penalty: 5110.039551
	Iteration 71Q: 3 clusters Score -3375589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -3375597.500000 Penalty: 5110.039551
	Iteration 72Q: 3 clusters Score -3375598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -3375615.250000 Penalty: 5110.039551
	Iteration 73Q: 3 clusters Score -3375615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3375625.250000 Penalty: 5110.039551
	Iteration 74Q: 3 clusters Score -3375625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3375640.000000 Penalty: 5110.039551
	Iteration 75Q: 3 clusters Score -3375640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -3375650.500000 Penalty: 5110.039551
	Iteration 76Q: 3 clusters Score -3375650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -3375654.500000 Penalty: 5110.039551
	Iteration 77Q: 3 clusters Score -3375654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3375666.000000 Penalty: 5110.039551
	Iteration 78Q: 3 clusters Score -3375666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -3375673.000000 Penalty: 5110.039551
	Iteration 79Q: 3 clusters Score -3375673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -3375674.500000 Penalty: 5110.039551
	Iteration 80F: 3 clusters Score -3375674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -3375678.250000 Penalty: 5110.039551
	Iteration 81Q: 3 clusters Score -3375678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -3375683.500000 Penalty: 5110.039551
	Iteration 82Q: 3 clusters Score -3375684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -3375682.250000 Penalty: 5110.039551
	Iteration 83Q: 3 clusters Score -3375682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -3375682.250000 Penalty: 5110.039551
	Iteration 84Q: 3 clusters Score -3375682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -3375683.750000 Penalty: 5110.039551
	Iteration 85Q: 3 clusters Score -3375684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -3375683.250000 Penalty: 5110.039551
	Iteration 86Q: 3 clusters Score -3375683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -3375689.250000 Penalty: 5110.039551
	Iteration 87Q: 3 clusters Score -3375689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -3375692.500000 Penalty: 5110.039551
	Iteration 88Q: 3 clusters Score -3375692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -3375695.750000 Penalty: 5110.039551
	Iteration 89Q: 3 clusters Score -3375696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -3375700.000000 Penalty: 5110.039551
	Iteration 90Q: 3 clusters Score -3375700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -3375704.000000 Penalty: 5110.039551
	Iteration 91Q: 3 clusters Score -3375704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3375708.250000 Penalty: 5110.039551
	Iteration 92Q: 3 clusters Score -3375708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -3375711.750000 Penalty: 5110.039551
	Iteration 93Q: 3 clusters Score -3375712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -3375713.250000 Penalty: 5110.039551
	Iteration 94Q: 3 clusters Score -3375713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -3375722.000000 Penalty: 5110.039551
	Iteration 95Q: 3 clusters Score -3375722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -3375722.000000 Penalty: 5110.039551
	Iteration 96Q: 3 clusters Score -3375722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3375722.500000 Penalty: 5110.039551
	Iteration 97Q: 3 clusters Score -3375722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -3375723.250000 Penalty: 5110.039551
	Iteration 98Q: 3 clusters Score -3375723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -3375721.250000 Penalty: 5110.039551
	Iteration 99Q: 3 clusters Score -3375721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -3375721.250000 Penalty: 5110.039551
	Iteration 100F: 3 clusters Score -3375721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (319279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319279 members 
Entering Unmasked Estep 
Score: -35289000.000000 Penalty: 3143.107422
	Iteration 0F: 2 clusters Score -3.5289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159424 members 
Mstep: Class 2 contains 159855 members 
Entering Unmasked Estep 
Score: -35105772.000000 Penalty: 6286.214844
	Iteration 0F: 3 clusters Score -3.510577e+07 nChanged 154967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156487 members 
Mstep: Class 2 contains 162792 members 
Entering Unmasked Estep 
Score: -35197032.000000 Penalty: 6286.214844
	Iteration 1F: 3 clusters Score -3.519703e+07 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154300 members 
Mstep: Class 2 contains 164979 members 
Entering Unmasked Estep 
Score: -35198120.000000 Penalty: 6286.214844
	Iteration 2Q: 3 clusters Score -3.519812e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151000 members 
Mstep: Class 2 contains 168279 members 
Entering Unmasked Estep 
Score: -35199156.000000 Penalty: 6286.214844
	Iteration 3Q: 3 clusters Score -3.519916e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146006 members 
Mstep: Class 2 contains 173273 members 
Entering Unmasked Estep 
Score: -35201148.000000 Penalty: 6286.214844
	Iteration 4Q: 3 clusters Score -3.520115e+07 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138550 members 
Mstep: Class 2 contains 180729 members 
Entering Unmasked Estep 
Score: -35204548.000000 Penalty: 6286.214844
	Iteration 5Q: 3 clusters Score -3.520455e+07 nChanged 13856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127840 members 
Mstep: Class 2 contains 191439 members 
Entering Unmasked Estep 
Score: -35210380.000000 Penalty: 6286.214844
	Iteration 6Q: 3 clusters Score -3.521038e+07 nChanged 17433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113623 members 
Mstep: Class 2 contains 205656 members 
Entering Unmasked Estep 
Score: -35219748.000000 Penalty: 6286.214844
	Iteration 7F: 3 clusters Score -3.521975e+07 nChanged 20327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97242 members 
Mstep: Class 2 contains 222037 members 
Entering Unmasked Estep 
Score: -35234264.000000 Penalty: 6286.214844
	Iteration 8F: 3 clusters Score -3.523426e+07 nChanged 20596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81942 members 
Mstep: Class 2 contains 237337 members 
Entering Unmasked Estep 
Score: -35249516.000000 Penalty: 6286.214844
	Iteration 9F: 3 clusters Score -3.524952e+07 nChanged 18032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70822 members 
Mstep: Class 2 contains 248457 members 
Entering Unmasked Estep 
Score: -35262388.000000 Penalty: 6286.214844
	Iteration 10F: 3 clusters Score -3.526239e+07 nChanged 13628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 255235 members 
Entering Unmasked Estep 
Score: -35269176.000000 Penalty: 6286.214844
	Iteration 11Q: 3 clusters Score -3.526918e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 259788 members 
Entering Unmasked Estep 
Score: -35272560.000000 Penalty: 6286.214844
	Iteration 12Q: 3 clusters Score -3.527256e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 263613 members 
Entering Unmasked Estep 
Score: -35274396.000000 Penalty: 6286.214844
	Iteration 13Q: 3 clusters Score -3.52744e+07 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52120 members 
Mstep: Class 2 contains 267159 members 
Entering Unmasked Estep 
Score: -35275872.000000 Penalty: 6286.214844
	Iteration 14Q: 3 clusters Score -3.527587e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 270510 members 
Entering Unmasked Estep 
Score: -35277088.000000 Penalty: 6286.214844
	Iteration 15Q: 3 clusters Score -3.527709e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 273998 members 
Entering Unmasked Estep 
Score: -35278636.000000 Penalty: 6286.214844
	Iteration 16Q: 3 clusters Score -3.527864e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 277500 members 
Entering Unmasked Estep 
Score: -35280328.000000 Penalty: 6286.214844
	Iteration 17Q: 3 clusters Score -3.528033e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 280997 members 
Entering Unmasked Estep 
Score: -35282028.000000 Penalty: 6286.214844
	Iteration 18Q: 3 clusters Score -3.528203e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 284465 members 
Entering Unmasked Estep 
Score: -35284000.000000 Penalty: 6286.214844
	Iteration 19Q: 3 clusters Score -3.5284e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 287916 members 
Entering Unmasked Estep 
Score: -35286032.000000 Penalty: 6286.214844
	Iteration 20F: 3 clusters Score -3.528603e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 291287 members 
Entering Unmasked Estep 
Score: -35287264.000000 Penalty: 6286.214844
	Iteration 21Q: 3 clusters Score -3.528726e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 294508 members 
Entering Unmasked Estep 
Score: -35288228.000000 Penalty: 6286.214844
	Iteration 22Q: 3 clusters Score -3.528823e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 297443 members 
Entering Unmasked Estep 
Score: -35289492.000000 Penalty: 6286.214844
	Iteration 23Q: 3 clusters Score -3.528949e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 300210 members 
Entering Unmasked Estep 
Score: -35290532.000000 Penalty: 6286.214844
	Iteration 24Q: 3 clusters Score -3.529053e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 302771 members 
Entering Unmasked Estep 
Score: -35290792.000000 Penalty: 6286.214844
	Iteration 25Q: 3 clusters Score -3.529079e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 305159 members 
Entering Unmasked Estep 
Score: -35290736.000000 Penalty: 6286.214844
	Iteration 26Q: 3 clusters Score -3.529074e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 307324 members 
Entering Unmasked Estep 
Score: -35290848.000000 Penalty: 6286.214844
	Iteration 27Q: 3 clusters Score -3.529085e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 309210 members 
Entering Unmasked Estep 
Score: -35290420.000000 Penalty: 6286.214844
	Iteration 28Q: 3 clusters Score -3.529042e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 310804 members 
Entering Unmasked Estep 
Score: -35289832.000000 Penalty: 6286.214844
	Iteration 29Q: 3 clusters Score -3.528983e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 312178 members 
Entering Unmasked Estep 
Score: -35289276.000000 Penalty: 6286.214844
	Iteration 30Q: 3 clusters Score -3.528928e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 313319 members 
Entering Unmasked Estep 
Score: -35288932.000000 Penalty: 6286.214844
	Iteration 31Q: 3 clusters Score -3.528893e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 314234 members 
Entering Unmasked Estep 
Score: -35288580.000000 Penalty: 6286.214844
	Iteration 32Q: 3 clusters Score -3.528858e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 314969 members 
Entering Unmasked Estep 
Score: -35288300.000000 Penalty: 6286.214844
	Iteration 33Q: 3 clusters Score -3.52883e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 315616 members 
Entering Unmasked Estep 
Score: -35288100.000000 Penalty: 6286.214844
	Iteration 34Q: 3 clusters Score -3.52881e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 316189 members 
Entering Unmasked Estep 
Score: -35287820.000000 Penalty: 6286.214844
	Iteration 35Q: 3 clusters Score -3.528782e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 316640 members 
Entering Unmasked Estep 
Score: -35287648.000000 Penalty: 6286.214844
	Iteration 36Q: 3 clusters Score -3.528765e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 316999 members 
Entering Unmasked Estep 
Score: -35287484.000000 Penalty: 6286.214844
	Iteration 37Q: 3 clusters Score -3.528748e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 317268 members 
Entering Unmasked Estep 
Score: -35287296.000000 Penalty: 6286.214844
	Iteration 38Q: 3 clusters Score -3.52873e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 317465 members 
Entering Unmasked Estep 
Score: -35287204.000000 Penalty: 6286.214844
	Iteration 39Q: 3 clusters Score -3.52872e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 317608 members 
Entering Unmasked Estep 
Score: -35287120.000000 Penalty: 6286.214844
	Iteration 40F: 3 clusters Score -3.528712e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 317714 members 
Entering Unmasked Estep 
Score: -35287064.000000 Penalty: 6286.214844
	Iteration 41Q: 3 clusters Score -3.528706e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 317810 members 
Entering Unmasked Estep 
Score: -35287060.000000 Penalty: 6286.214844
	Iteration 42Q: 3 clusters Score -3.528706e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 317885 members 
Entering Unmasked Estep 
Score: -35287048.000000 Penalty: 6286.214844
	Iteration 43Q: 3 clusters Score -3.528705e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 317958 members 
Entering Unmasked Estep 
Score: -35287044.000000 Penalty: 6286.214844
	Iteration 44Q: 3 clusters Score -3.528704e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 318012 members 
Entering Unmasked Estep 
Score: -35286996.000000 Penalty: 6286.214844
	Iteration 45Q: 3 clusters Score -3.5287e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 318052 members 
Entering Unmasked Estep 
Score: -35287020.000000 Penalty: 6286.214844
	Iteration 46Q: 3 clusters Score -3.528702e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 318087 members 
Entering Unmasked Estep 
Score: -35286964.000000 Penalty: 6286.214844
	Iteration 47Q: 3 clusters Score -3.528696e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 318113 members 
Entering Unmasked Estep 
Score: -35286972.000000 Penalty: 6286.214844
	Iteration 48Q: 3 clusters Score -3.528697e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 318144 members 
Entering Unmasked Estep 
Score: -35286992.000000 Penalty: 6286.214844
	Iteration 49Q: 3 clusters Score -3.528699e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 318164 members 
Entering Unmasked Estep 
Score: -35286956.000000 Penalty: 6286.214844
	Iteration 50Q: 3 clusters Score -3.528696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 318181 members 
Entering Unmasked Estep 
Score: -35286972.000000 Penalty: 6286.214844
	Iteration 51Q: 3 clusters Score -3.528697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 318189 members 
Entering Unmasked Estep 
Score: -35286976.000000 Penalty: 6286.214844
	Iteration 52Q: 3 clusters Score -3.528698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 318195 members 
Entering Unmasked Estep 
Score: -35286976.000000 Penalty: 6286.214844
	Iteration 53Q: 3 clusters Score -3.528698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 318205 members 
Entering Unmasked Estep 
Score: -35286956.000000 Penalty: 6286.214844
	Iteration 54Q: 3 clusters Score -3.528696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 318209 members 
Entering Unmasked Estep 
Score: -35286944.000000 Penalty: 6286.214844
	Iteration 55Q: 3 clusters Score -3.528694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 318212 members 
Entering Unmasked Estep 
Score: -35286972.000000 Penalty: 6286.214844
	Iteration 56Q: 3 clusters Score -3.528697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 318216 members 
Entering Unmasked Estep 
Score: -35286956.000000 Penalty: 6286.214844
	Iteration 57Q: 3 clusters Score -3.528696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 318220 members 
Entering Unmasked Estep 
Score: -35286980.000000 Penalty: 6286.214844
	Iteration 58Q: 3 clusters Score -3.528698e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 318228 members 
Entering Unmasked Estep 
Score: -35286964.000000 Penalty: 6286.214844
	Iteration 59Q: 3 clusters Score -3.528696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 318228 members 
Entering Unmasked Estep 
Score: -35286972.000000 Penalty: 6286.214844
	Iteration 60F: 3 clusters Score -3.528697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 318230 members 
Entering Unmasked Estep 
Score: -35286972.000000 Penalty: 6286.214844
	Iteration 61Q: 3 clusters Score -3.528697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 318234 members 
Entering Unmasked Estep 
Score: -35286992.000000 Penalty: 6286.214844
	Iteration 62Q: 3 clusters Score -3.528699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 318238 members 
Entering Unmasked Estep 
Score: -35287000.000000 Penalty: 6286.214844
	Iteration 63Q: 3 clusters Score -3.5287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 318245 members 
Entering Unmasked Estep 
Score: -35286992.000000 Penalty: 6286.214844
	Iteration 64Q: 3 clusters Score -3.528699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 318249 members 
Entering Unmasked Estep 
Score: -35286984.000000 Penalty: 6286.214844
	Iteration 65Q: 3 clusters Score -3.528698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 318251 members 
Entering Unmasked Estep 
Score: -35286996.000000 Penalty: 6286.214844
	Iteration 66Q: 3 clusters Score -3.5287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 318253 members 
Entering Unmasked Estep 
Score: -35286984.000000 Penalty: 6286.214844
	Iteration 67Q: 3 clusters Score -3.528698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 318252 members 
Entering Unmasked Estep 
Score: -35286984.000000 Penalty: 6286.214844
	Iteration 68Q: 3 clusters Score -3.528698e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 318252 members 
Entering Unmasked Estep 
Score: -35286984.000000 Penalty: 6286.214844
	Iteration 69F: 3 clusters Score -3.528698e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Entering Unmasked Estep 
Score: -477589.781250 Penalty: 2068.906006
	Iteration 0F: 2 clusters Score -477589.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -473530.031250 Penalty: 4137.812012
	Iteration 0F: 3 clusters Score -473530 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -474412.812500 Penalty: 4137.812012
	Iteration 1F: 3 clusters Score -474412.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -474590.875000 Penalty: 4137.812012
	Iteration 2F: 3 clusters Score -474590.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -474712.968750 Penalty: 4137.812012
	Iteration 3Q: 3 clusters Score -474713 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -474796.125000 Penalty: 4137.812012
	Iteration 4Q: 3 clusters Score -474796.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -474837.937500 Penalty: 4137.812012
	Iteration 5Q: 3 clusters Score -474837.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -474863.656250 Penalty: 4137.812012
	Iteration 6Q: 3 clusters Score -474863.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -474890.968750 Penalty: 4137.812012
	Iteration 7Q: 3 clusters Score -474891 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -474913.843750 Penalty: 4137.812012
	Iteration 8Q: 3 clusters Score -474913.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -474933.687500 Penalty: 4137.812012
	Iteration 9Q: 3 clusters Score -474933.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -474947.750000 Penalty: 4137.812012
	Iteration 10Q: 3 clusters Score -474947.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -474957.062500 Penalty: 4137.812012
	Iteration 11Q: 3 clusters Score -474957.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -474961.843750 Penalty: 4137.812012
	Iteration 12Q: 3 clusters Score -474961.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -474965.750000 Penalty: 4137.812012
	Iteration 13Q: 3 clusters Score -474965.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -474967.562500 Penalty: 4137.812012
	Iteration 14Q: 3 clusters Score -474967.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -474970.968750 Penalty: 4137.812012
	Iteration 15Q: 3 clusters Score -474971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -474975.250000 Penalty: 4137.812012
	Iteration 16Q: 3 clusters Score -474975.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -474979.125000 Penalty: 4137.812012
	Iteration 17Q: 3 clusters Score -474979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -474981.218750 Penalty: 4137.812012
	Iteration 18Q: 3 clusters Score -474981.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -474985.625000 Penalty: 4137.812012
	Iteration 19Q: 3 clusters Score -474985.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -474988.718750 Penalty: 4137.812012
	Iteration 20F: 3 clusters Score -474988.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -474991.718750 Penalty: 4137.812012
	Iteration 21Q: 3 clusters Score -474991.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -474992.375000 Penalty: 4137.812012
	Iteration 22Q: 3 clusters Score -474992.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -474994.312500 Penalty: 4137.812012
	Iteration 23Q: 3 clusters Score -474994.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -474997.531250 Penalty: 4137.812012
	Iteration 24Q: 3 clusters Score -474997.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -475000.656250 Penalty: 4137.812012
	Iteration 25Q: 3 clusters Score -475000.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -475003.531250 Penalty: 4137.812012
	Iteration 26Q: 3 clusters Score -475003.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -475005.562500 Penalty: 4137.812012
	Iteration 27Q: 3 clusters Score -475005.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -475008.062500 Penalty: 4137.812012
	Iteration 28Q: 3 clusters Score -475008.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -475010.031250 Penalty: 4137.812012
	Iteration 29Q: 3 clusters Score -475010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -475011.468750 Penalty: 4137.812012
	Iteration 30Q: 3 clusters Score -475011.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -475012.500000 Penalty: 4137.812012
	Iteration 31Q: 3 clusters Score -475012.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -475018.031250 Penalty: 4137.812012
	Iteration 32Q: 3 clusters Score -475018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -475022.468750 Penalty: 4137.812012
	Iteration 33Q: 3 clusters Score -475022.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -475025.875000 Penalty: 4137.812012
	Iteration 34Q: 3 clusters Score -475025.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -475030.031250 Penalty: 4137.812012
	Iteration 35Q: 3 clusters Score -475030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -475038.656250 Penalty: 4137.812012
	Iteration 36Q: 3 clusters Score -475038.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -475045.343750 Penalty: 4137.812012
	Iteration 37Q: 3 clusters Score -475045.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -475054.906250 Penalty: 4137.812012
	Iteration 38Q: 3 clusters Score -475054.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -475062.156250 Penalty: 4137.812012
	Iteration 39Q: 3 clusters Score -475062.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -475069.031250 Penalty: 4137.812012
	Iteration 40F: 3 clusters Score -475069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -475075.406250 Penalty: 4137.812012
	Iteration 41Q: 3 clusters Score -475075.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -475078.250000 Penalty: 4137.812012
	Iteration 42Q: 3 clusters Score -475078.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -475081.781250 Penalty: 4137.812012
	Iteration 43Q: 3 clusters Score -475081.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -475085.531250 Penalty: 4137.812012
	Iteration 44Q: 3 clusters Score -475085.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -475089.093750 Penalty: 4137.812012
	Iteration 45Q: 3 clusters Score -475089.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -475094.062500 Penalty: 4137.812012
	Iteration 46Q: 3 clusters Score -475094.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -475097.562500 Penalty: 4137.812012
	Iteration 47Q: 3 clusters Score -475097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -475098.375000 Penalty: 4137.812012
	Iteration 48Q: 3 clusters Score -475098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -475099.125000 Penalty: 4137.812012
	Iteration 49Q: 3 clusters Score -475099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -475100.125000 Penalty: 4137.812012
	Iteration 50Q: 3 clusters Score -475100.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -475102.000000 Penalty: 4137.812012
	Iteration 51Q: 3 clusters Score -475102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -475102.968750 Penalty: 4137.812012
	Iteration 52Q: 3 clusters Score -475103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -475105.406250 Penalty: 4137.812012
	Iteration 53Q: 3 clusters Score -475105.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -475108.312500 Penalty: 4137.812012
	Iteration 54Q: 3 clusters Score -475108.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -475111.062500 Penalty: 4137.812012
	Iteration 55Q: 3 clusters Score -475111.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -475116.406250 Penalty: 4137.812012
	Iteration 56Q: 3 clusters Score -475116.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -475120.812500 Penalty: 4137.812012
	Iteration 57Q: 3 clusters Score -475120.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -475124.406250 Penalty: 4137.812012
	Iteration 58Q: 3 clusters Score -475124.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -475127.843750 Penalty: 4137.812012
	Iteration 59Q: 3 clusters Score -475127.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -475130.500000 Penalty: 4137.812012
	Iteration 60F: 3 clusters Score -475130.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -475134.250000 Penalty: 4137.812012
	Iteration 61Q: 3 clusters Score -475134.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -475137.125000 Penalty: 4137.812012
	Iteration 62Q: 3 clusters Score -475137.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -475138.562500 Penalty: 4137.812012
	Iteration 63Q: 3 clusters Score -475138.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -475142.750000 Penalty: 4137.812012
	Iteration 64Q: 3 clusters Score -475142.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -475145.281250 Penalty: 4137.812012
	Iteration 65Q: 3 clusters Score -475145.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -475148.125000 Penalty: 4137.812012
	Iteration 66Q: 3 clusters Score -475148.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -475152.812500 Penalty: 4137.812012
	Iteration 67Q: 3 clusters Score -475152.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -475155.875000 Penalty: 4137.812012
	Iteration 68Q: 3 clusters Score -475155.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -475158.906250 Penalty: 4137.812012
	Iteration 69Q: 3 clusters Score -475158.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -475162.718750 Penalty: 4137.812012
	Iteration 70Q: 3 clusters Score -475162.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -475167.312500 Penalty: 4137.812012
	Iteration 71Q: 3 clusters Score -475167.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -475174.750000 Penalty: 4137.812012
	Iteration 72Q: 3 clusters Score -475174.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -475183.343750 Penalty: 4137.812012
	Iteration 73Q: 3 clusters Score -475183.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -475190.718750 Penalty: 4137.812012
	Iteration 74Q: 3 clusters Score -475190.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -475199.156250 Penalty: 4137.812012
	Iteration 75Q: 3 clusters Score -475199.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -475206.000000 Penalty: 4137.812012
	Iteration 76Q: 3 clusters Score -475206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -475210.812500 Penalty: 4137.812012
	Iteration 77Q: 3 clusters Score -475210.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -475218.125000 Penalty: 4137.812012
	Iteration 78Q: 3 clusters Score -475218.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -475222.781250 Penalty: 4137.812012
	Iteration 79Q: 3 clusters Score -475222.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -475228.937500 Penalty: 4137.812012
	Iteration 80F: 3 clusters Score -475228.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -475236.375000 Penalty: 4137.812012
	Iteration 81Q: 3 clusters Score -475236.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -475242.500000 Penalty: 4137.812012
	Iteration 82Q: 3 clusters Score -475242.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -475245.531250 Penalty: 4137.812012
	Iteration 83Q: 3 clusters Score -475245.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -475249.531250 Penalty: 4137.812012
	Iteration 84Q: 3 clusters Score -475249.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -475255.718750 Penalty: 4137.812012
	Iteration 85Q: 3 clusters Score -475255.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -475260.687500 Penalty: 4137.812012
	Iteration 86Q: 3 clusters Score -475260.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -475263.843750 Penalty: 4137.812012
	Iteration 87Q: 3 clusters Score -475263.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -475267.156250 Penalty: 4137.812012
	Iteration 88Q: 3 clusters Score -475267.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -475268.000000 Penalty: 4137.812012
	Iteration 89Q: 3 clusters Score -475268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -475270.750000 Penalty: 4137.812012
	Iteration 90Q: 3 clusters Score -475270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -475272.875000 Penalty: 4137.812012
	Iteration 91Q: 3 clusters Score -475272.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -475274.000000 Penalty: 4137.812012
	Iteration 92Q: 3 clusters Score -475274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -475276.281250 Penalty: 4137.812012
	Iteration 93Q: 3 clusters Score -475276.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -475277.531250 Penalty: 4137.812012
	Iteration 94Q: 3 clusters Score -475277.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -475278.781250 Penalty: 4137.812012
	Iteration 95Q: 3 clusters Score -475278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -475279.156250 Penalty: 4137.812012
	Iteration 96Q: 3 clusters Score -475279.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -475280.312500 Penalty: 4137.812012
	Iteration 97Q: 3 clusters Score -475280.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -475280.656250 Penalty: 4137.812012
	Iteration 98Q: 3 clusters Score -475280.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -475281.500000 Penalty: 4137.812012
	Iteration 99Q: 3 clusters Score -475281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -475281.250000 Penalty: 4137.812012
	Iteration 100F: 3 clusters Score -475281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -475282.281250 Penalty: 4137.812012
	Iteration 101Q: 3 clusters Score -475282.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -475282.875000 Penalty: 4137.812012
	Iteration 102Q: 3 clusters Score -475282.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -475286.093750 Penalty: 4137.812012
	Iteration 103Q: 3 clusters Score -475286.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -475289.968750 Penalty: 4137.812012
	Iteration 104Q: 3 clusters Score -475290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -475294.187500 Penalty: 4137.812012
	Iteration 105Q: 3 clusters Score -475294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -475298.812500 Penalty: 4137.812012
	Iteration 106Q: 3 clusters Score -475298.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -475302.812500 Penalty: 4137.812012
	Iteration 107Q: 3 clusters Score -475302.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -475307.937500 Penalty: 4137.812012
	Iteration 108Q: 3 clusters Score -475307.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -475312.562500 Penalty: 4137.812012
	Iteration 109Q: 3 clusters Score -475312.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -475317.562500 Penalty: 4137.812012
	Iteration 110Q: 3 clusters Score -475317.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -475323.750000 Penalty: 4137.812012
	Iteration 111Q: 3 clusters Score -475323.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -475329.343750 Penalty: 4137.812012
	Iteration 112Q: 3 clusters Score -475329.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -475338.468750 Penalty: 4137.812012
	Iteration 113Q: 3 clusters Score -475338.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -475348.250000 Penalty: 4137.812012
	Iteration 114Q: 3 clusters Score -475348.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -475357.343750 Penalty: 4137.812012
	Iteration 115Q: 3 clusters Score -475357.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -475365.125000 Penalty: 4137.812012
	Iteration 116Q: 3 clusters Score -475365.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -475370.687500 Penalty: 4137.812012
	Iteration 117Q: 3 clusters Score -475370.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -475376.812500 Penalty: 4137.812012
	Iteration 118Q: 3 clusters Score -475376.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -475384.312500 Penalty: 4137.812012
	Iteration 119Q: 3 clusters Score -475384.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -475388.000000 Penalty: 4137.812012
	Iteration 120F: 3 clusters Score -475388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -475397.781250 Penalty: 4137.812012
	Iteration 121Q: 3 clusters Score -475397.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -475404.125000 Penalty: 4137.812012
	Iteration 122Q: 3 clusters Score -475404.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -475410.625000 Penalty: 4137.812012
	Iteration 123Q: 3 clusters Score -475410.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -475416.531250 Penalty: 4137.812012
	Iteration 124Q: 3 clusters Score -475416.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -475423.000000 Penalty: 4137.812012
	Iteration 125Q: 3 clusters Score -475423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -475427.406250 Penalty: 4137.812012
	Iteration 126Q: 3 clusters Score -475427.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -475432.718750 Penalty: 4137.812012
	Iteration 127Q: 3 clusters Score -475432.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -475439.750000 Penalty: 4137.812012
	Iteration 128Q: 3 clusters Score -475439.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -475446.875000 Penalty: 4137.812012
	Iteration 129Q: 3 clusters Score -475446.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -475454.750000 Penalty: 4137.812012
	Iteration 130Q: 3 clusters Score -475454.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -475461.750000 Penalty: 4137.812012
	Iteration 131Q: 3 clusters Score -475461.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -475471.062500 Penalty: 4137.812012
	Iteration 132Q: 3 clusters Score -475471.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -475484.968750 Penalty: 4137.812012
	Iteration 133Q: 3 clusters Score -475485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -475499.312500 Penalty: 4137.812012
	Iteration 134Q: 3 clusters Score -475499.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -475511.937500 Penalty: 4137.812012
	Iteration 135Q: 3 clusters Score -475511.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -475527.687500 Penalty: 4137.812012
	Iteration 136Q: 3 clusters Score -475527.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -475537.625000 Penalty: 4137.812012
	Iteration 137Q: 3 clusters Score -475537.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -475545.531250 Penalty: 4137.812012
	Iteration 138Q: 3 clusters Score -475545.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -475554.875000 Penalty: 4137.812012
	Iteration 139Q: 3 clusters Score -475554.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -475558.312500 Penalty: 4137.812012
	Iteration 140F: 3 clusters Score -475558.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -475561.968750 Penalty: 4137.812012
	Iteration 141Q: 3 clusters Score -475562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -475568.406250 Penalty: 4137.812012
	Iteration 142Q: 3 clusters Score -475568.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -475572.468750 Penalty: 4137.812012
	Iteration 143Q: 3 clusters Score -475572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -475577.062500 Penalty: 4137.812012
	Iteration 144Q: 3 clusters Score -475577.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -475580.937500 Penalty: 4137.812012
	Iteration 145Q: 3 clusters Score -475580.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -475588.625000 Penalty: 4137.812012
	Iteration 146Q: 3 clusters Score -475588.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -475597.187500 Penalty: 4137.812012
	Iteration 147Q: 3 clusters Score -475597.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -475605.968750 Penalty: 4137.812012
	Iteration 148Q: 3 clusters Score -475606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -475612.031250 Penalty: 4137.812012
	Iteration 149Q: 3 clusters Score -475612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -475616.031250 Penalty: 4137.812012
	Iteration 150Q: 3 clusters Score -475616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -475618.968750 Penalty: 4137.812012
	Iteration 151Q: 3 clusters Score -475619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -475620.562500 Penalty: 4137.812012
	Iteration 152Q: 3 clusters Score -475620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -475622.562500 Penalty: 4137.812012
	Iteration 153Q: 3 clusters Score -475622.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -475628.312500 Penalty: 4137.812012
	Iteration 154Q: 3 clusters Score -475628.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -475633.062500 Penalty: 4137.812012
	Iteration 155Q: 3 clusters Score -475633.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -475635.625000 Penalty: 4137.812012
	Iteration 156Q: 3 clusters Score -475635.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -475636.968750 Penalty: 4137.812012
	Iteration 157Q: 3 clusters Score -475637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -475639.093750 Penalty: 4137.812012
	Iteration 158Q: 3 clusters Score -475639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -475641.593750 Penalty: 4137.812012
	Iteration 159Q: 3 clusters Score -475641.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -475644.031250 Penalty: 4137.812012
	Iteration 160F: 3 clusters Score -475644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -475645.687500 Penalty: 4137.812012
	Iteration 161Q: 3 clusters Score -475645.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -475645.687500 Penalty: 4137.812012
	Iteration 162F: 3 clusters Score -475645.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Entering Unmasked Estep 
Score: -2377304.750000 Penalty: 2467.099609
	Iteration 0F: 2 clusters Score -2377305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2362646.750000 Penalty: 4934.199219
	Iteration 0F: 3 clusters Score -2362647 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2367517.250000 Penalty: 4934.199219
	Iteration 1F: 3 clusters Score -2367517 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2367871.250000 Penalty: 4934.199219
	Iteration 2F: 3 clusters Score -2367871 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2368161.250000 Penalty: 4934.199219
	Iteration 3Q: 3 clusters Score -2368161 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2368396.750000 Penalty: 4934.199219
	Iteration 4Q: 3 clusters Score -2368397 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2368620.500000 Penalty: 4934.199219
	Iteration 5Q: 3 clusters Score -2368620 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2368892.750000 Penalty: 4934.199219
	Iteration 6Q: 3 clusters Score -2368893 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2369255.000000 Penalty: 4934.199219
	Iteration 7Q: 3 clusters Score -2369255 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2369742.750000 Penalty: 4934.199219
	Iteration 8Q: 3 clusters Score -2369743 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2370498.750000 Penalty: 4934.199219
	Iteration 9F: 3 clusters Score -2370499 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2371515.000000 Penalty: 4934.199219
	Iteration 10F: 3 clusters Score -2371515 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2372690.500000 Penalty: 4934.199219
	Iteration 11F: 3 clusters Score -2372690 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2373714.750000 Penalty: 4934.199219
	Iteration 12F: 3 clusters Score -2373715 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2374394.250000 Penalty: 4934.199219
	Iteration 13Q: 3 clusters Score -2374394 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2374796.250000 Penalty: 4934.199219
	Iteration 14Q: 3 clusters Score -2374796 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2375019.500000 Penalty: 4934.199219
	Iteration 15Q: 3 clusters Score -2375020 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2375144.000000 Penalty: 4934.199219
	Iteration 16Q: 3 clusters Score -2375144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2375203.250000 Penalty: 4934.199219
	Iteration 17Q: 3 clusters Score -2375203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2375251.250000 Penalty: 4934.199219
	Iteration 18Q: 3 clusters Score -2375251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2375277.500000 Penalty: 4934.199219
	Iteration 19Q: 3 clusters Score -2375278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2375292.500000 Penalty: 4934.199219
	Iteration 20F: 3 clusters Score -2375292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2375301.250000 Penalty: 4934.199219
	Iteration 21Q: 3 clusters Score -2375301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2375310.750000 Penalty: 4934.199219
	Iteration 22Q: 3 clusters Score -2375311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2375314.500000 Penalty: 4934.199219
	Iteration 23Q: 3 clusters Score -2375314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2375316.250000 Penalty: 4934.199219
	Iteration 24Q: 3 clusters Score -2375316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2375316.250000 Penalty: 4934.199219
	Iteration 25Q: 3 clusters Score -2375316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2375317.250000 Penalty: 4934.199219
	Iteration 26Q: 3 clusters Score -2375317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2375319.000000 Penalty: 4934.199219
	Iteration 27Q: 3 clusters Score -2375319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2375319.000000 Penalty: 4934.199219
	Iteration 28Q: 3 clusters Score -2375319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2375319.000000 Penalty: 4934.199219
	Iteration 29F: 3 clusters Score -2375319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -29338.046875 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -29338.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27997.814453 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -27997.81 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28180.208984 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -28180.21 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28307.337891 Penalty: 2906.950195
	Iteration 2F: 3 clusters Score -28307.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28385.222656 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -28385.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28410.087891 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -28410.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -28432.142578 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -28432.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28448.296875 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -28448.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28458.447266 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -28458.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28469.972656 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -28469.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -28472.625000 Penalty: 2906.950195
	Iteration 9Q: 3 clusters Score -28472.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28484.724609 Penalty: 2906.950195
	Iteration 10Q: 3 clusters Score -28484.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28486.734375 Penalty: 2906.950195
	Iteration 11Q: 3 clusters Score -28486.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28488.929688 Penalty: 2906.950195
	Iteration 12Q: 3 clusters Score -28488.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28488.929688 Penalty: 2906.950195
	Iteration 13F: 3 clusters Score -28488.93 nChanged 0
--- Evaluating fit on full set of 2703037 points ---
Entering Unmasked Estep 
Score: -292967008.000000 Penalty: 73457.039062
23->21 Clusters: Score -292967008.000000, best is -293888160.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 901012 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 39214 members 
Mstep: Class 3 contains 39044 members 
Mstep: Class 4 contains 38717 members 
Mstep: Class 5 contains 39088 members 
Mstep: Class 6 contains 39023 members 
Mstep: Class 7 contains 39436 members 
Mstep: Class 8 contains 39106 members 
Mstep: Class 9 contains 38863 members 
Mstep: Class 10 contains 39235 members 
Mstep: Class 11 contains 39150 members 
Mstep: Class 12 contains 39265 members 
Mstep: Class 13 contains 39272 members 
Mstep: Class 14 contains 39298 members 
Mstep: Class 15 contains 39072 members 
Mstep: Class 16 contains 39171 members 
Mstep: Class 17 contains 39389 members 
Mstep: Class 18 contains 39388 members 
Mstep: Class 19 contains 39449 members 
Mstep: Class 20 contains 39086 members 
Mstep: Class 21 contains 39375 members 
Mstep: Class 22 contains 38847 members 
Mstep: Class 23 contains 39107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 197.446106 but Gain 3400.398438
Score: -92444040.000000 Penalty: 74808.710938
Iteration 0F: 23 clusters Score -9.244404e+07 nChanged 858185
Entering Unmasked Mstep 
Mstep: Class 0 contains 4337 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 13414 members 
Mstep: Class 3 contains 29180 members 
Mstep: Class 4 contains 12875 members 
Mstep: Class 5 contains 15761 members 
Mstep: Class 6 contains 104510 members 
Mstep: Class 7 contains 157010 members 
Mstep: Class 8 contains 27021 members 
Mstep: Class 9 contains 9296 members 
Mstep: Class 10 contains 23394 members 
Mstep: Class 11 contains 90840 members 
Mstep: Class 12 contains 20311 members 
Mstep: Class 13 contains 45268 members 
Mstep: Class 14 contains 83297 members 
Mstep: Class 15 contains 17335 members 
Mstep: Class 16 contains 11965 members 
Mstep: Class 18 contains 9082 members 
Mstep: Class 19 contains 18688 members 
Mstep: Class 20 contains 28782 members 
Mstep: Class 21 contains 12690 members 
Mstep: Class 22 contains 123755 members 
Mstep: Class 23 contains 17817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96355320.000000 Penalty: 74808.710938
Iteration 1F: 23 clusters Score -9.635532e+07 nChanged 335923
Entering Unmasked Mstep 
Mstep: Class 0 contains 3720 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 13651 members 
Mstep: Class 3 contains 23347 members 
Mstep: Class 4 contains 6536 members 
Mstep: Class 5 contains 18005 members 
Mstep: Class 6 contains 142300 members 
Mstep: Class 7 contains 236171 members 
Mstep: Class 8 contains 22769 members 
Mstep: Class 9 contains 9668 members 
Mstep: Class 10 contains 16282 members 
Mstep: Class 11 contains 101173 members 
Mstep: Class 12 contains 20072 members 
Mstep: Class 13 contains 40743 members 
Mstep: Class 14 contains 64919 members 
Mstep: Class 15 contains 14715 members 
Mstep: Class 16 contains 10811 members 
Mstep: Class 18 contains 4676 members 
Mstep: Class 19 contains 9510 members 
Mstep: Class 20 contains 24760 members 
Mstep: Class 21 contains 9720 members 
Mstep: Class 22 contains 80411 members 
Mstep: Class 23 contains 9078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -96994664.000000 Penalty: 74808.710938
Iteration 2F: 23 clusters Score -9.699466e+07 nChanged 228458
Entering Unmasked Mstep 
Mstep: Class 0 contains 3120 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 14708 members 
Mstep: Class 3 contains 19560 members 
Mstep: Class 4 contains 4457 members 
Mstep: Class 5 contains 21843 members 
Mstep: Class 6 contains 174129 members 
Mstep: Class 7 contains 270394 members 
Mstep: Class 8 contains 17272 members 
Mstep: Class 9 contains 11896 members 
Mstep: Class 10 contains 14244 members 
Mstep: Class 11 contains 97614 members 
Mstep: Class 12 contains 24717 members 
Mstep: Class 13 contains 32956 members 
Mstep: Class 14 contains 61330 members 
Mstep: Class 15 contains 15530 members 
Mstep: Class 16 contains 12951 members 
Mstep: Class 18 contains 2228 members 
Mstep: Class 19 contains 7351 members 
Mstep: Class 20 contains 23322 members 
Mstep: Class 21 contains 7922 members 
Mstep: Class 22 contains 42739 members 
Mstep: Class 23 contains 5422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97305392.000000 Penalty: 74808.710938
Iteration 3F: 23 clusters Score -9.730539e+07 nChanged 164449
Entering Unmasked Mstep 
Mstep: Class 0 contains 2105 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 13997 members 
Mstep: Class 3 contains 16691 members 
Mstep: Class 4 contains 4068 members 
Mstep: Class 5 contains 24009 members 
Mstep: Class 6 contains 219463 members 
Mstep: Class 7 contains 260149 members 
Mstep: Class 8 contains 12067 members 
Mstep: Class 9 contains 11952 members 
Mstep: Class 10 contains 11617 members 
Mstep: Class 11 contains 93947 members 
Mstep: Class 12 contains 27420 members 
Mstep: Class 13 contains 24838 members 
Mstep: Class 14 contains 64769 members 
Mstep: Class 15 contains 14107 members 
Mstep: Class 16 contains 14346 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 7815 members 
Mstep: Class 20 contains 24475 members 
Mstep: Class 21 contains 7155 members 
Mstep: Class 22 contains 27803 members 
Mstep: Class 23 contains 3772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97525144.000000 Penalty: 74808.710938
Iteration 4F: 23 clusters Score -9.752514e+07 nChanged 137493
Entering Unmasked Mstep 
Mstep: Class 0 contains 1876 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 12675 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 24609 members 
Mstep: Class 6 contains 277986 members 
Mstep: Class 7 contains 237021 members 
Mstep: Class 8 contains 8024 members 
Mstep: Class 9 contains 11171 members 
Mstep: Class 10 contains 8230 members 
Mstep: Class 11 contains 88345 members 
Mstep: Class 12 contains 27603 members 
Mstep: Class 13 contains 16859 members 
Mstep: Class 14 contains 67067 members 
Mstep: Class 15 contains 11210 members 
Mstep: Class 16 contains 15060 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 8506 members 
Mstep: Class 20 contains 27541 members 
Mstep: Class 21 contains 7055 members 
Mstep: Class 22 contains 18190 members 
Mstep: Class 23 contains 3147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97670736.000000 Penalty: 74808.710938
Iteration 5F: 23 clusters Score -9.767074e+07 nChanged 110993
Entering Unmasked Mstep 
Mstep: Class 0 contains 1814 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 11442 members 
Mstep: Class 3 contains 11884 members 
Mstep: Class 4 contains 5269 members 
Mstep: Class 5 contains 25168 members 
Mstep: Class 6 contains 336809 members 
Mstep: Class 7 contains 215215 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 10455 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 77317 members 
Mstep: Class 12 contains 26217 members 
Mstep: Class 13 contains 10610 members 
Mstep: Class 14 contains 66111 members 
Mstep: Class 15 contains 8681 members 
Mstep: Class 16 contains 14915 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 19 contains 9091 members 
Mstep: Class 20 contains 30699 members 
Mstep: Class 21 contains 7216 members 
Mstep: Class 22 contains 12101 members 
Mstep: Class 23 contains 2848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 3257.677490 but Gain 3400.398438
Score: -97727800.000000 Penalty: 71408.312500
Iteration 6F: 22 clusters Score -9.77278e+07 nChanged 83599
Entering Unmasked Mstep 
Mstep: Class 0 contains 1723 members 
Mstep: Class 2 contains 11226 members 
Mstep: Class 3 contains 12018 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 25452 members 
Mstep: Class 6 contains 367655 members 
Mstep: Class 7 contains 206162 members 
Mstep: Class 8 contains 3315 members 
Mstep: Class 9 contains 10131 members 
Mstep: Class 10 contains 3199 members 
Mstep: Class 11 contains 68473 members 
Mstep: Class 12 contains 25876 members 
Mstep: Class 13 contains 7593 members 
Mstep: Class 14 contains 64297 members 
Mstep: Class 15 contains 7115 members 
Mstep: Class 16 contains 14428 members 
Mstep: Class 18 contains 2174 members 
Mstep: Class 19 contains 9494 members 
Mstep: Class 20 contains 34163 members 
Mstep: Class 21 contains 8205 members 
Mstep: Class 22 contains 9254 members 
Mstep: Class 23 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2423.139404 but Gain 3400.390625
Score: -97728144.000000 Penalty: 68007.921875
Iteration 7F: 21 clusters Score -9.772814e+07 nChanged 56001
Entering Unmasked Mstep 
Mstep: Class 0 contains 1629 members 
Mstep: Class 2 contains 11829 members 
Mstep: Class 3 contains 13601 members 
Mstep: Class 4 contains 7534 members 
Mstep: Class 5 contains 25704 members 
Mstep: Class 6 contains 367981 members 
Mstep: Class 7 contains 207216 members 
Mstep: Class 9 contains 9918 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 66241 members 
Mstep: Class 12 contains 26687 members 
Mstep: Class 13 contains 6220 members 
Mstep: Class 14 contains 63357 members 
Mstep: Class 15 contains 5992 members 
Mstep: Class 16 contains 13765 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 9734 members 
Mstep: Class 20 contains 38472 members 
Mstep: Class 21 contains 10040 members 
Mstep: Class 22 contains 8155 members 
Mstep: Class 23 contains 2488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3053.055908 but Gain 3400.398438
Score: -97756568.000000 Penalty: 64607.523438
Iteration 8F: 20 clusters Score -9.775657e+07 nChanged 40031
Entering Unmasked Mstep 
Mstep: Class 0 contains 1623 members 
Mstep: Class 2 contains 12627 members 
Mstep: Class 3 contains 15855 members 
Mstep: Class 4 contains 8677 members 
Mstep: Class 5 contains 25961 members 
Mstep: Class 6 contains 363590 members 
Mstep: Class 7 contains 206356 members 
Mstep: Class 9 contains 9730 members 
Mstep: Class 11 contains 66552 members 
Mstep: Class 12 contains 27576 members 
Mstep: Class 13 contains 5546 members 
Mstep: Class 14 contains 62212 members 
Mstep: Class 15 contains 5048 members 
Mstep: Class 16 contains 13002 members 
Mstep: Class 18 contains 2261 members 
Mstep: Class 19 contains 9916 members 
Mstep: Class 20 contains 42666 members 
Mstep: Class 21 contains 11932 members 
Mstep: Class 22 contains 7716 members 
Mstep: Class 23 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97787176.000000 Penalty: 64607.523438
Iteration 9Q: 20 clusters Score -9.778718e+07 nChanged 31628
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 2 contains 13130 members 
Mstep: Class 3 contains 18107 members 
Mstep: Class 4 contains 9835 members 
Mstep: Class 5 contains 25986 members 
Mstep: Class 6 contains 357366 members 
Mstep: Class 7 contains 205443 members 
Mstep: Class 9 contains 9327 members 
Mstep: Class 11 contains 67896 members 
Mstep: Class 12 contains 28134 members 
Mstep: Class 13 contains 5112 members 
Mstep: Class 14 contains 60810 members 
Mstep: Class 15 contains 4152 members 
Mstep: Class 16 contains 12159 members 
Mstep: Class 18 contains 2263 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 46654 members 
Mstep: Class 21 contains 13662 members 
Mstep: Class 22 contains 7513 members 
Mstep: Class 23 contains 1822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97813464.000000 Penalty: 64607.523438
Iteration 10Q: 20 clusters Score -9.781346e+07 nChanged 26812
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 2 contains 13551 members 
Mstep: Class 3 contains 20125 members 
Mstep: Class 4 contains 10871 members 
Mstep: Class 5 contains 25934 members 
Mstep: Class 6 contains 351737 members 
Mstep: Class 7 contains 204047 members 
Mstep: Class 9 contains 8972 members 
Mstep: Class 11 contains 69881 members 
Mstep: Class 12 contains 28583 members 
Mstep: Class 13 contains 4796 members 
Mstep: Class 14 contains 59317 members 
Mstep: Class 15 contains 3329 members 
Mstep: Class 16 contains 11355 members 
Mstep: Class 18 contains 2259 members 
Mstep: Class 19 contains 10095 members 
Mstep: Class 20 contains 50345 members 
Mstep: Class 21 contains 15128 members 
Mstep: Class 22 contains 7433 members 
Mstep: Class 23 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97834808.000000 Penalty: 64607.523438
Iteration 11Q: 20 clusters Score -9.783481e+07 nChanged 23141
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 2 contains 13983 members 
Mstep: Class 3 contains 21828 members 
Mstep: Class 4 contains 11825 members 
Mstep: Class 5 contains 25832 members 
Mstep: Class 6 contains 346200 members 
Mstep: Class 7 contains 202567 members 
Mstep: Class 9 contains 8648 members 
Mstep: Class 11 contains 72355 members 
Mstep: Class 12 contains 28995 members 
Mstep: Class 13 contains 4639 members 
Mstep: Class 14 contains 57711 members 
Mstep: Class 15 contains 2611 members 
Mstep: Class 16 contains 10674 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 10143 members 
Mstep: Class 20 contains 53758 members 
Mstep: Class 21 contains 16429 members 
Mstep: Class 22 contains 7362 members 
Mstep: Class 23 contains 1579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97853512.000000 Penalty: 64607.523438
Iteration 12Q: 20 clusters Score -9.785351e+07 nChanged 20044
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 2 contains 14250 members 
Mstep: Class 3 contains 23154 members 
Mstep: Class 4 contains 12675 members 
Mstep: Class 5 contains 25734 members 
Mstep: Class 6 contains 341592 members 
Mstep: Class 7 contains 200884 members 
Mstep: Class 9 contains 8300 members 
Mstep: Class 11 contains 75099 members 
Mstep: Class 12 contains 29374 members 
Mstep: Class 13 contains 4578 members 
Mstep: Class 14 contains 56155 members 
Mstep: Class 15 contains 2002 members 
Mstep: Class 16 contains 10095 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 10182 members 
Mstep: Class 20 contains 56865 members 
Mstep: Class 21 contains 17420 members 
Mstep: Class 22 contains 7234 members 
Mstep: Class 23 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97867440.000000 Penalty: 64607.523438
Iteration 13Q: 20 clusters Score -9.786744e+07 nChanged 16996
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 2 contains 14473 members 
Mstep: Class 3 contains 24266 members 
Mstep: Class 4 contains 13413 members 
Mstep: Class 5 contains 25642 members 
Mstep: Class 6 contains 337346 members 
Mstep: Class 7 contains 199283 members 
Mstep: Class 9 contains 7890 members 
Mstep: Class 11 contains 78001 members 
Mstep: Class 12 contains 29734 members 
Mstep: Class 13 contains 4499 members 
Mstep: Class 14 contains 54720 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 9601 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 10209 members 
Mstep: Class 20 contains 59617 members 
Mstep: Class 21 contains 18213 members 
Mstep: Class 22 contains 7139 members 
Mstep: Class 23 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97879304.000000 Penalty: 64607.523438
Iteration 14Q: 20 clusters Score -9.78793e+07 nChanged 14749
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 2 contains 14552 members 
Mstep: Class 3 contains 25195 members 
Mstep: Class 4 contains 14041 members 
Mstep: Class 5 contains 25584 members 
Mstep: Class 6 contains 333500 members 
Mstep: Class 7 contains 197708 members 
Mstep: Class 9 contains 7452 members 
Mstep: Class 11 contains 81006 members 
Mstep: Class 12 contains 30092 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 53347 members 
Mstep: Class 15 contains 1243 members 
Mstep: Class 16 contains 9161 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 10238 members 
Mstep: Class 20 contains 62109 members 
Mstep: Class 21 contains 18900 members 
Mstep: Class 22 contains 7063 members 
Mstep: Class 23 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97889112.000000 Penalty: 64607.523438
Iteration 15Q: 20 clusters Score -9.788911e+07 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 2 contains 14516 members 
Mstep: Class 3 contains 26007 members 
Mstep: Class 4 contains 14579 members 
Mstep: Class 5 contains 25494 members 
Mstep: Class 6 contains 330076 members 
Mstep: Class 7 contains 196315 members 
Mstep: Class 9 contains 6973 members 
Mstep: Class 11 contains 83996 members 
Mstep: Class 12 contains 30391 members 
Mstep: Class 13 contains 4342 members 
Mstep: Class 14 contains 52089 members 
Mstep: Class 15 contains 1058 members 
Mstep: Class 16 contains 8803 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 10271 members 
Mstep: Class 20 contains 64312 members 
Mstep: Class 21 contains 19434 members 
Mstep: Class 22 contains 6947 members 
Mstep: Class 23 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3364.687256 but Gain 3400.394531
Score: -97896864.000000 Penalty: 61207.128906
Iteration 16Q: 19 clusters Score -9.789686e+07 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 2 contains 14384 members 
Mstep: Class 3 contains 26655 members 
Mstep: Class 4 contains 15072 members 
Mstep: Class 5 contains 25417 members 
Mstep: Class 6 contains 327261 members 
Mstep: Class 7 contains 195063 members 
Mstep: Class 9 contains 6746 members 
Mstep: Class 11 contains 86894 members 
Mstep: Class 12 contains 31272 members 
Mstep: Class 13 contains 4299 members 
Mstep: Class 14 contains 50908 members 
Mstep: Class 16 contains 8511 members 
Mstep: Class 18 contains 2257 members 
Mstep: Class 19 contains 10307 members 
Mstep: Class 20 contains 66118 members 
Mstep: Class 21 contains 19870 members 
Mstep: Class 22 contains 6812 members 
Mstep: Class 23 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97903896.000000 Penalty: 61207.128906
Iteration 17Q: 19 clusters Score -9.79039e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 2 contains 14338 members 
Mstep: Class 3 contains 27189 members 
Mstep: Class 4 contains 15486 members 
Mstep: Class 5 contains 25324 members 
Mstep: Class 6 contains 324769 members 
Mstep: Class 7 contains 194010 members 
Mstep: Class 9 contains 6315 members 
Mstep: Class 11 contains 89803 members 
Mstep: Class 12 contains 31157 members 
Mstep: Class 13 contains 4276 members 
Mstep: Class 14 contains 49816 members 
Mstep: Class 16 contains 8297 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 10336 members 
Mstep: Class 20 contains 67582 members 
Mstep: Class 21 contains 20211 members 
Mstep: Class 22 contains 6678 members 
Mstep: Class 23 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97908248.000000 Penalty: 61207.128906
Iteration 18Q: 19 clusters Score -9.790825e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 2 contains 14230 members 
Mstep: Class 3 contains 27580 members 
Mstep: Class 4 contains 15798 members 
Mstep: Class 5 contains 25212 members 
Mstep: Class 6 contains 322365 members 
Mstep: Class 7 contains 193024 members 
Mstep: Class 9 contains 5949 members 
Mstep: Class 11 contains 92813 members 
Mstep: Class 12 contains 31114 members 
Mstep: Class 13 contains 4240 members 
Mstep: Class 14 contains 48854 members 
Mstep: Class 16 contains 8140 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 10355 members 
Mstep: Class 20 contains 68873 members 
Mstep: Class 21 contains 20466 members 
Mstep: Class 22 contains 6567 members 
Mstep: Class 23 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97912400.000000 Penalty: 61207.128906
Iteration 19Q: 19 clusters Score -9.79124e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 1618 members 
Mstep: Class 2 contains 14093 members 
Mstep: Class 3 contains 27877 members 
Mstep: Class 4 contains 16071 members 
Mstep: Class 5 contains 25096 members 
Mstep: Class 6 contains 320227 members 
Mstep: Class 7 contains 192120 members 
Mstep: Class 9 contains 5635 members 
Mstep: Class 11 contains 95849 members 
Mstep: Class 12 contains 31080 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 47913 members 
Mstep: Class 16 contains 8022 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 10371 members 
Mstep: Class 20 contains 69894 members 
Mstep: Class 21 contains 20641 members 
Mstep: Class 22 contains 6466 members 
Mstep: Class 23 contains 1564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97917072.000000 Penalty: 61207.128906
Iteration 20F: 19 clusters Score -9.791707e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 1610 members 
Mstep: Class 2 contains 13910 members 
Mstep: Class 3 contains 28183 members 
Mstep: Class 4 contains 16323 members 
Mstep: Class 5 contains 25003 members 
Mstep: Class 6 contains 318174 members 
Mstep: Class 7 contains 191182 members 
Mstep: Class 9 contains 5459 members 
Mstep: Class 11 contains 98955 members 
Mstep: Class 12 contains 31047 members 
Mstep: Class 13 contains 4239 members 
Mstep: Class 14 contains 46954 members 
Mstep: Class 16 contains 7810 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 70725 members 
Mstep: Class 21 contains 20767 members 
Mstep: Class 22 contains 6448 members 
Mstep: Class 23 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97920872.000000 Penalty: 61207.128906
Iteration 21Q: 19 clusters Score -9.792087e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 13720 members 
Mstep: Class 3 contains 28370 members 
Mstep: Class 4 contains 16576 members 
Mstep: Class 5 contains 24930 members 
Mstep: Class 6 contains 316407 members 
Mstep: Class 7 contains 190272 members 
Mstep: Class 9 contains 5246 members 
Mstep: Class 11 contains 102060 members 
Mstep: Class 12 contains 31058 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 46060 members 
Mstep: Class 16 contains 7629 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 10398 members 
Mstep: Class 20 contains 71367 members 
Mstep: Class 21 contains 20877 members 
Mstep: Class 22 contains 6370 members 
Mstep: Class 23 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97924000.000000 Penalty: 61207.128906
Iteration 22Q: 19 clusters Score -9.7924e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 13524 members 
Mstep: Class 3 contains 28470 members 
Mstep: Class 4 contains 16824 members 
Mstep: Class 5 contains 24873 members 
Mstep: Class 6 contains 314790 members 
Mstep: Class 7 contains 189505 members 
Mstep: Class 9 contains 5046 members 
Mstep: Class 11 contains 105073 members 
Mstep: Class 12 contains 31098 members 
Mstep: Class 13 contains 4193 members 
Mstep: Class 14 contains 45233 members 
Mstep: Class 16 contains 7442 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 10418 members 
Mstep: Class 20 contains 71820 members 
Mstep: Class 21 contains 20954 members 
Mstep: Class 22 contains 6296 members 
Mstep: Class 23 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97927208.000000 Penalty: 61207.128906
Iteration 23Q: 19 clusters Score -9.792721e+07 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 13269 members 
Mstep: Class 3 contains 28508 members 
Mstep: Class 4 contains 17094 members 
Mstep: Class 5 contains 24838 members 
Mstep: Class 6 contains 313463 members 
Mstep: Class 7 contains 188841 members 
Mstep: Class 9 contains 4877 members 
Mstep: Class 11 contains 107952 members 
Mstep: Class 12 contains 31166 members 
Mstep: Class 13 contains 4165 members 
Mstep: Class 14 contains 44414 members 
Mstep: Class 16 contains 7300 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 10425 members 
Mstep: Class 20 contains 72093 members 
Mstep: Class 21 contains 20993 members 
Mstep: Class 22 contains 6166 members 
Mstep: Class 23 contains 1586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97930008.000000 Penalty: 61207.128906
Iteration 24Q: 19 clusters Score -9.793001e+07 nChanged 6023
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 12980 members 
Mstep: Class 3 contains 28504 members 
Mstep: Class 4 contains 17342 members 
Mstep: Class 5 contains 24781 members 
Mstep: Class 6 contains 312222 members 
Mstep: Class 7 contains 188210 members 
Mstep: Class 9 contains 4709 members 
Mstep: Class 11 contains 110878 members 
Mstep: Class 12 contains 31293 members 
Mstep: Class 13 contains 4154 members 
Mstep: Class 14 contains 43626 members 
Mstep: Class 16 contains 7177 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 10435 members 
Mstep: Class 20 contains 72225 members 
Mstep: Class 21 contains 20971 members 
Mstep: Class 22 contains 6053 members 
Mstep: Class 23 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97932032.000000 Penalty: 61207.128906
Iteration 25Q: 19 clusters Score -9.793203e+07 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 12691 members 
Mstep: Class 3 contains 28472 members 
Mstep: Class 4 contains 17575 members 
Mstep: Class 5 contains 24729 members 
Mstep: Class 6 contains 311008 members 
Mstep: Class 7 contains 187608 members 
Mstep: Class 9 contains 4565 members 
Mstep: Class 11 contains 113890 members 
Mstep: Class 12 contains 31414 members 
Mstep: Class 13 contains 4130 members 
Mstep: Class 14 contains 42864 members 
Mstep: Class 16 contains 7065 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 72242 members 
Mstep: Class 21 contains 20942 members 
Mstep: Class 22 contains 5910 members 
Mstep: Class 23 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97934888.000000 Penalty: 61207.128906
Iteration 26Q: 19 clusters Score -9.793489e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 12402 members 
Mstep: Class 3 contains 28428 members 
Mstep: Class 4 contains 17811 members 
Mstep: Class 5 contains 24683 members 
Mstep: Class 6 contains 309742 members 
Mstep: Class 7 contains 187066 members 
Mstep: Class 9 contains 4449 members 
Mstep: Class 11 contains 116820 members 
Mstep: Class 12 contains 31571 members 
Mstep: Class 13 contains 4109 members 
Mstep: Class 14 contains 42177 members 
Mstep: Class 16 contains 6964 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 72163 members 
Mstep: Class 21 contains 20931 members 
Mstep: Class 22 contains 5787 members 
Mstep: Class 23 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97936416.000000 Penalty: 61207.128906
Iteration 27Q: 19 clusters Score -9.793642e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 12107 members 
Mstep: Class 3 contains 28339 members 
Mstep: Class 4 contains 18072 members 
Mstep: Class 5 contains 24633 members 
Mstep: Class 6 contains 308651 members 
Mstep: Class 7 contains 186537 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 11 contains 119736 members 
Mstep: Class 12 contains 31733 members 
Mstep: Class 13 contains 4092 members 
Mstep: Class 14 contains 41498 members 
Mstep: Class 16 contains 6842 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 10454 members 
Mstep: Class 20 contains 71954 members 
Mstep: Class 21 contains 20885 members 
Mstep: Class 22 contains 5680 members 
Mstep: Class 23 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97938496.000000 Penalty: 61207.128906
Iteration 28Q: 19 clusters Score -9.79385e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 11786 members 
Mstep: Class 3 contains 28214 members 
Mstep: Class 4 contains 18301 members 
Mstep: Class 5 contains 24614 members 
Mstep: Class 6 contains 307617 members 
Mstep: Class 7 contains 186048 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 11 contains 122547 members 
Mstep: Class 12 contains 31943 members 
Mstep: Class 13 contains 4070 members 
Mstep: Class 14 contains 40910 members 
Mstep: Class 16 contains 6724 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 10442 members 
Mstep: Class 20 contains 71747 members 
Mstep: Class 21 contains 20817 members 
Mstep: Class 22 contains 5558 members 
Mstep: Class 23 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97940392.000000 Penalty: 61207.128906
Iteration 29Q: 19 clusters Score -9.794039e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 11455 members 
Mstep: Class 3 contains 28085 members 
Mstep: Class 4 contains 18584 members 
Mstep: Class 5 contains 24591 members 
Mstep: Class 6 contains 306662 members 
Mstep: Class 7 contains 185521 members 
Mstep: Class 9 contains 4103 members 
Mstep: Class 11 contains 125302 members 
Mstep: Class 12 contains 32195 members 
Mstep: Class 13 contains 4045 members 
Mstep: Class 14 contains 40345 members 
Mstep: Class 16 contains 6627 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 10432 members 
Mstep: Class 20 contains 71451 members 
Mstep: Class 21 contains 20759 members 
Mstep: Class 22 contains 5408 members 
Mstep: Class 23 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97942320.000000 Penalty: 61207.128906
Iteration 30Q: 19 clusters Score -9.794232e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 11120 members 
Mstep: Class 3 contains 27967 members 
Mstep: Class 4 contains 18861 members 
Mstep: Class 5 contains 24561 members 
Mstep: Class 6 contains 305729 members 
Mstep: Class 7 contains 185030 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 11 contains 127868 members 
Mstep: Class 12 contains 32476 members 
Mstep: Class 13 contains 4030 members 
Mstep: Class 14 contains 39855 members 
Mstep: Class 16 contains 6534 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 10428 members 
Mstep: Class 20 contains 71136 members 
Mstep: Class 21 contains 20709 members 
Mstep: Class 22 contains 5263 members 
Mstep: Class 23 contains 1583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97943704.000000 Penalty: 61207.128906
Iteration 31Q: 19 clusters Score -9.79437e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 10771 members 
Mstep: Class 3 contains 27873 members 
Mstep: Class 4 contains 19153 members 
Mstep: Class 5 contains 24527 members 
Mstep: Class 6 contains 305026 members 
Mstep: Class 7 contains 184549 members 
Mstep: Class 9 contains 3877 members 
Mstep: Class 11 contains 130237 members 
Mstep: Class 12 contains 32806 members 
Mstep: Class 13 contains 4017 members 
Mstep: Class 14 contains 39401 members 
Mstep: Class 16 contains 6455 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 10422 members 
Mstep: Class 20 contains 70734 members 
Mstep: Class 21 contains 20630 members 
Mstep: Class 22 contains 5089 members 
Mstep: Class 23 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97945560.000000 Penalty: 61207.128906
Iteration 32Q: 19 clusters Score -9.794556e+07 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 10408 members 
Mstep: Class 3 contains 27768 members 
Mstep: Class 4 contains 19417 members 
Mstep: Class 5 contains 24524 members 
Mstep: Class 6 contains 304345 members 
Mstep: Class 7 contains 184072 members 
Mstep: Class 9 contains 3766 members 
Mstep: Class 11 contains 132552 members 
Mstep: Class 12 contains 33147 members 
Mstep: Class 13 contains 4004 members 
Mstep: Class 14 contains 39007 members 
Mstep: Class 16 contains 6396 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 10416 members 
Mstep: Class 20 contains 70292 members 
Mstep: Class 21 contains 20543 members 
Mstep: Class 22 contains 4910 members 
Mstep: Class 23 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97946472.000000 Penalty: 61207.128906
Iteration 33Q: 19 clusters Score -9.794647e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 10018 members 
Mstep: Class 3 contains 27655 members 
Mstep: Class 4 contains 19674 members 
Mstep: Class 5 contains 24506 members 
Mstep: Class 6 contains 303531 members 
Mstep: Class 7 contains 183641 members 
Mstep: Class 9 contains 3666 members 
Mstep: Class 11 contains 134956 members 
Mstep: Class 12 contains 33519 members 
Mstep: Class 13 contains 3986 members 
Mstep: Class 14 contains 38623 members 
Mstep: Class 16 contains 6349 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 69853 members 
Mstep: Class 21 contains 20458 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 1580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97948104.000000 Penalty: 61207.128906
Iteration 34Q: 19 clusters Score -9.79481e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 9595 members 
Mstep: Class 3 contains 27518 members 
Mstep: Class 4 contains 19938 members 
Mstep: Class 5 contains 24483 members 
Mstep: Class 6 contains 302754 members 
Mstep: Class 7 contains 183230 members 
Mstep: Class 9 contains 3582 members 
Mstep: Class 11 contains 137333 members 
Mstep: Class 12 contains 33910 members 
Mstep: Class 13 contains 3967 members 
Mstep: Class 14 contains 38275 members 
Mstep: Class 16 contains 6317 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 69342 members 
Mstep: Class 21 contains 20381 members 
Mstep: Class 22 contains 4534 members 
Mstep: Class 23 contains 1579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97949576.000000 Penalty: 61207.128906
Iteration 35Q: 19 clusters Score -9.794958e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 9150 members 
Mstep: Class 3 contains 27381 members 
Mstep: Class 4 contains 20254 members 
Mstep: Class 5 contains 24447 members 
Mstep: Class 6 contains 302039 members 
Mstep: Class 7 contains 182845 members 
Mstep: Class 9 contains 3496 members 
Mstep: Class 11 contains 139609 members 
Mstep: Class 12 contains 34368 members 
Mstep: Class 13 contains 3952 members 
Mstep: Class 14 contains 37900 members 
Mstep: Class 16 contains 6287 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 68794 members 
Mstep: Class 21 contains 20305 members 
Mstep: Class 22 contains 4330 members 
Mstep: Class 23 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97951072.000000 Penalty: 61207.128906
Iteration 36Q: 19 clusters Score -9.795107e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 8726 members 
Mstep: Class 3 contains 27287 members 
Mstep: Class 4 contains 20612 members 
Mstep: Class 5 contains 24411 members 
Mstep: Class 6 contains 301279 members 
Mstep: Class 7 contains 182447 members 
Mstep: Class 9 contains 3382 members 
Mstep: Class 11 contains 141862 members 
Mstep: Class 12 contains 34861 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 37511 members 
Mstep: Class 16 contains 6262 members 
Mstep: Class 18 contains 2255 members 
Mstep: Class 19 contains 10408 members 
Mstep: Class 20 contains 68290 members 
Mstep: Class 21 contains 20206 members 
Mstep: Class 22 contains 4094 members 
Mstep: Class 23 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97952240.000000 Penalty: 61207.128906
Iteration 37Q: 19 clusters Score -9.795224e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 8301 members 
Mstep: Class 3 contains 27168 members 
Mstep: Class 4 contains 20935 members 
Mstep: Class 5 contains 24373 members 
Mstep: Class 6 contains 300765 members 
Mstep: Class 7 contains 182023 members 
Mstep: Class 9 contains 3265 members 
Mstep: Class 11 contains 143997 members 
Mstep: Class 12 contains 35361 members 
Mstep: Class 13 contains 3920 members 
Mstep: Class 14 contains 37151 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 10400 members 
Mstep: Class 20 contains 67713 members 
Mstep: Class 21 contains 20084 members 
Mstep: Class 22 contains 3876 members 
Mstep: Class 23 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97953360.000000 Penalty: 61207.128906
Iteration 38Q: 19 clusters Score -9.795336e+07 nChanged 5156
Entering ConstructFrom: 
Score: -97953360.000000 Penalty: 61207.128906
Entering ConstructFrom: 
Trying to split cluster 2 (7900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Entering Unmasked Estep 
Score: -870726.937500 Penalty: 2225.705322
	Iteration 0F: 2 clusters Score -870726.9 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 3959 members 
Entering Unmasked Estep 
Score: -864406.375000 Penalty: 4451.410645
	Iteration 0F: 3 clusters Score -864406.4 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -866101.937500 Penalty: 4451.410645
	Iteration 1F: 3 clusters Score -866101.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -866364.562500 Penalty: 4451.410645
	Iteration 2F: 3 clusters Score -866364.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -866545.750000 Penalty: 4451.410645
	Iteration 3F: 3 clusters Score -866545.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -866667.062500 Penalty: 4451.410645
	Iteration 4Q: 3 clusters Score -866667.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -866764.812500 Penalty: 4451.410645
	Iteration 5Q: 3 clusters Score -866764.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -866844.250000 Penalty: 4451.410645
	Iteration 6Q: 3 clusters Score -866844.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -866924.750000 Penalty: 4451.410645
	Iteration 7Q: 3 clusters Score -866924.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -867006.312500 Penalty: 4451.410645
	Iteration 8Q: 3 clusters Score -867006.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -867098.875000 Penalty: 4451.410645
	Iteration 9Q: 3 clusters Score -867098.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -867192.937500 Penalty: 4451.410645
	Iteration 10Q: 3 clusters Score -867192.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -867304.437500 Penalty: 4451.410645
	Iteration 11Q: 3 clusters Score -867304.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -867408.812500 Penalty: 4451.410645
	Iteration 12Q: 3 clusters Score -867408.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -867529.562500 Penalty: 4451.410645
	Iteration 13Q: 3 clusters Score -867529.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -867682.625000 Penalty: 4451.410645
	Iteration 14Q: 3 clusters Score -867682.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -867888.312500 Penalty: 4451.410645
	Iteration 15Q: 3 clusters Score -867888.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -868117.625000 Penalty: 4451.410645
	Iteration 16Q: 3 clusters Score -868117.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -868342.187500 Penalty: 4451.410645
	Iteration 17Q: 3 clusters Score -868342.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -868513.562500 Penalty: 4451.410645
	Iteration 18Q: 3 clusters Score -868513.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -868633.312500 Penalty: 4451.410645
	Iteration 19Q: 3 clusters Score -868633.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -868711.875000 Penalty: 4451.410645
	Iteration 20F: 3 clusters Score -868711.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -868762.250000 Penalty: 4451.410645
	Iteration 21Q: 3 clusters Score -868762.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -868796.875000 Penalty: 4451.410645
	Iteration 22Q: 3 clusters Score -868796.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -868818.750000 Penalty: 4451.410645
	Iteration 23Q: 3 clusters Score -868818.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -868829.125000 Penalty: 4451.410645
	Iteration 24Q: 3 clusters Score -868829.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -868841.125000 Penalty: 4451.410645
	Iteration 25Q: 3 clusters Score -868841.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -868843.625000 Penalty: 4451.410645
	Iteration 26Q: 3 clusters Score -868843.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -868849.250000 Penalty: 4451.410645
	Iteration 27Q: 3 clusters Score -868849.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -868853.750000 Penalty: 4451.410645
	Iteration 28Q: 3 clusters Score -868853.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -868859.187500 Penalty: 4451.410645
	Iteration 29Q: 3 clusters Score -868859.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -868862.937500 Penalty: 4451.410645
	Iteration 30Q: 3 clusters Score -868862.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -868865.875000 Penalty: 4451.410645
	Iteration 31Q: 3 clusters Score -868865.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -868870.812500 Penalty: 4451.410645
	Iteration 32Q: 3 clusters Score -868870.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -868871.250000 Penalty: 4451.410645
	Iteration 33Q: 3 clusters Score -868871.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -868872.937500 Penalty: 4451.410645
	Iteration 34Q: 3 clusters Score -868872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -868872.875000 Penalty: 4451.410645
	Iteration 35Q: 3 clusters Score -868872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -868872.937500 Penalty: 4451.410645
	Iteration 36Q: 3 clusters Score -868872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -868873.250000 Penalty: 4451.410645
	Iteration 37Q: 3 clusters Score -868873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -868873.250000 Penalty: 4451.410645
	Iteration 38F: 3 clusters Score -868873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Entering Unmasked Estep 
Score: -3067418.250000 Penalty: 2530.793945
	Iteration 0F: 2 clusters Score -3067418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -3048868.000000 Penalty: 5061.587891
	Iteration 0F: 3 clusters Score -3048868 nChanged 12062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3055545.250000 Penalty: 5061.587891
	Iteration 1F: 3 clusters Score -3055545 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3056188.000000 Penalty: 5061.587891
	Iteration 2F: 3 clusters Score -3056188 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3056896.000000 Penalty: 5061.587891
	Iteration 3F: 3 clusters Score -3056896 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3057754.250000 Penalty: 5061.587891
	Iteration 4F: 3 clusters Score -3057754 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -3058723.750000 Penalty: 5061.587891
	Iteration 5F: 3 clusters Score -3058724 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -3059869.000000 Penalty: 5061.587891
	Iteration 6F: 3 clusters Score -3059869 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -3061173.750000 Penalty: 5061.587891
	Iteration 7F: 3 clusters Score -3061174 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3062383.500000 Penalty: 5061.587891
	Iteration 8F: 3 clusters Score -3062384 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -3063102.500000 Penalty: 5061.587891
	Iteration 9Q: 3 clusters Score -3063102 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3063431.000000 Penalty: 5061.587891
	Iteration 10Q: 3 clusters Score -3063431 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -3063622.250000 Penalty: 5061.587891
	Iteration 11Q: 3 clusters Score -3063622 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3063751.750000 Penalty: 5061.587891
	Iteration 12Q: 3 clusters Score -3063752 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -3063837.000000 Penalty: 5061.587891
	Iteration 13Q: 3 clusters Score -3063837 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -3063933.000000 Penalty: 5061.587891
	Iteration 14Q: 3 clusters Score -3063933 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -3064022.750000 Penalty: 5061.587891
	Iteration 15Q: 3 clusters Score -3064023 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -3064101.500000 Penalty: 5061.587891
	Iteration 16Q: 3 clusters Score -3064102 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3064188.000000 Penalty: 5061.587891
	Iteration 17Q: 3 clusters Score -3064188 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3064294.250000 Penalty: 5061.587891
	Iteration 18Q: 3 clusters Score -3064294 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3064370.250000 Penalty: 5061.587891
	Iteration 19Q: 3 clusters Score -3064370 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3064448.250000 Penalty: 5061.587891
	Iteration 20F: 3 clusters Score -3064448 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -3064515.250000 Penalty: 5061.587891
	Iteration 21Q: 3 clusters Score -3064515 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -3064569.750000 Penalty: 5061.587891
	Iteration 22Q: 3 clusters Score -3064570 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3064636.500000 Penalty: 5061.587891
	Iteration 23Q: 3 clusters Score -3064636 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -3064695.250000 Penalty: 5061.587891
	Iteration 24Q: 3 clusters Score -3064695 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3064751.000000 Penalty: 5061.587891
	Iteration 25Q: 3 clusters Score -3064751 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3064799.500000 Penalty: 5061.587891
	Iteration 26Q: 3 clusters Score -3064800 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3064835.000000 Penalty: 5061.587891
	Iteration 27Q: 3 clusters Score -3064835 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3064880.750000 Penalty: 5061.587891
	Iteration 28Q: 3 clusters Score -3064881 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3064926.500000 Penalty: 5061.587891
	Iteration 29Q: 3 clusters Score -3064926 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3064974.500000 Penalty: 5061.587891
	Iteration 30Q: 3 clusters Score -3064974 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3065019.250000 Penalty: 5061.587891
	Iteration 31Q: 3 clusters Score -3065019 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3065051.750000 Penalty: 5061.587891
	Iteration 32Q: 3 clusters Score -3065052 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3065082.500000 Penalty: 5061.587891
	Iteration 33Q: 3 clusters Score -3065082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3065139.250000 Penalty: 5061.587891
	Iteration 34Q: 3 clusters Score -3065139 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3065153.500000 Penalty: 5061.587891
	Iteration 35Q: 3 clusters Score -3065154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3065181.250000 Penalty: 5061.587891
	Iteration 36Q: 3 clusters Score -3065181 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -3065221.750000 Penalty: 5061.587891
	Iteration 37Q: 3 clusters Score -3065222 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3065246.500000 Penalty: 5061.587891
	Iteration 38Q: 3 clusters Score -3065246 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3065281.750000 Penalty: 5061.587891
	Iteration 39Q: 3 clusters Score -3065282 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3065302.000000 Penalty: 5061.587891
	Iteration 40F: 3 clusters Score -3065302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3065334.000000 Penalty: 5061.587891
	Iteration 41Q: 3 clusters Score -3065334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3065349.500000 Penalty: 5061.587891
	Iteration 42Q: 3 clusters Score -3065350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3065359.000000 Penalty: 5061.587891
	Iteration 43Q: 3 clusters Score -3065359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3065371.000000 Penalty: 5061.587891
	Iteration 44Q: 3 clusters Score -3065371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3065388.250000 Penalty: 5061.587891
	Iteration 45Q: 3 clusters Score -3065388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3065401.750000 Penalty: 5061.587891
	Iteration 46Q: 3 clusters Score -3065402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3065405.500000 Penalty: 5061.587891
	Iteration 47Q: 3 clusters Score -3065406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3065411.500000 Penalty: 5061.587891
	Iteration 48Q: 3 clusters Score -3065412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3065414.750000 Penalty: 5061.587891
	Iteration 49Q: 3 clusters Score -3065415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3065418.500000 Penalty: 5061.587891
	Iteration 50Q: 3 clusters Score -3065418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3065424.750000 Penalty: 5061.587891
	Iteration 51Q: 3 clusters Score -3065425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3065427.000000 Penalty: 5061.587891
	Iteration 52Q: 3 clusters Score -3065427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3065431.250000 Penalty: 5061.587891
	Iteration 53Q: 3 clusters Score -3065431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3065430.750000 Penalty: 5061.587891
	Iteration 54Q: 3 clusters Score -3065431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3065430.750000 Penalty: 5061.587891
	Iteration 55Q: 3 clusters Score -3065431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3065441.250000 Penalty: 5061.587891
	Iteration 56Q: 3 clusters Score -3065441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3065447.000000 Penalty: 5061.587891
	Iteration 57Q: 3 clusters Score -3065447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3065444.250000 Penalty: 5061.587891
	Iteration 58Q: 3 clusters Score -3065444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3065444.000000 Penalty: 5061.587891
	Iteration 59Q: 3 clusters Score -3065444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3065449.250000 Penalty: 5061.587891
	Iteration 60F: 3 clusters Score -3065449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3065453.000000 Penalty: 5061.587891
	Iteration 61Q: 3 clusters Score -3065453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3065469.750000 Penalty: 5061.587891
	Iteration 62Q: 3 clusters Score -3065470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3065471.000000 Penalty: 5061.587891
	Iteration 63Q: 3 clusters Score -3065471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3065484.500000 Penalty: 5061.587891
	Iteration 64Q: 3 clusters Score -3065484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3065488.250000 Penalty: 5061.587891
	Iteration 65Q: 3 clusters Score -3065488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3065480.250000 Penalty: 5061.587891
	Iteration 66Q: 3 clusters Score -3065480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3065479.500000 Penalty: 5061.587891
	Iteration 67Q: 3 clusters Score -3065480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3065483.500000 Penalty: 5061.587891
	Iteration 68Q: 3 clusters Score -3065484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3065485.500000 Penalty: 5061.587891
	Iteration 69Q: 3 clusters Score -3065486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3065489.500000 Penalty: 5061.587891
	Iteration 70Q: 3 clusters Score -3065490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3065495.000000 Penalty: 5061.587891
	Iteration 71Q: 3 clusters Score -3065495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3065495.750000 Penalty: 5061.587891
	Iteration 72Q: 3 clusters Score -3065496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3065494.750000 Penalty: 5061.587891
	Iteration 73Q: 3 clusters Score -3065495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3065498.000000 Penalty: 5061.587891
	Iteration 74Q: 3 clusters Score -3065498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3065503.250000 Penalty: 5061.587891
	Iteration 75Q: 3 clusters Score -3065503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3065510.250000 Penalty: 5061.587891
	Iteration 76Q: 3 clusters Score -3065510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3065518.500000 Penalty: 5061.587891
	Iteration 77Q: 3 clusters Score -3065518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3065521.250000 Penalty: 5061.587891
	Iteration 78Q: 3 clusters Score -3065521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3065520.250000 Penalty: 5061.587891
	Iteration 79Q: 3 clusters Score -3065520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3065525.750000 Penalty: 5061.587891
	Iteration 80F: 3 clusters Score -3065526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3065534.250000 Penalty: 5061.587891
	Iteration 81Q: 3 clusters Score -3065534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3065545.750000 Penalty: 5061.587891
	Iteration 82Q: 3 clusters Score -3065546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3065549.750000 Penalty: 5061.587891
	Iteration 83Q: 3 clusters Score -3065550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3065554.250000 Penalty: 5061.587891
	Iteration 84Q: 3 clusters Score -3065554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3065556.250000 Penalty: 5061.587891
	Iteration 85Q: 3 clusters Score -3065556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3065561.250000 Penalty: 5061.587891
	Iteration 86Q: 3 clusters Score -3065561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3065560.250000 Penalty: 5061.587891
	Iteration 87Q: 3 clusters Score -3065560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3065559.500000 Penalty: 5061.587891
	Iteration 88Q: 3 clusters Score -3065560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3065561.000000 Penalty: 5061.587891
	Iteration 89Q: 3 clusters Score -3065561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3065562.250000 Penalty: 5061.587891
	Iteration 90Q: 3 clusters Score -3065562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3065566.250000 Penalty: 5061.587891
	Iteration 91Q: 3 clusters Score -3065566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -3065564.500000 Penalty: 5061.587891
	Iteration 92Q: 3 clusters Score -3065564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3065565.500000 Penalty: 5061.587891
	Iteration 93Q: 3 clusters Score -3065566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3065568.250000 Penalty: 5061.587891
	Iteration 94Q: 3 clusters Score -3065568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3065566.250000 Penalty: 5061.587891
	Iteration 95Q: 3 clusters Score -3065566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3065571.000000 Penalty: 5061.587891
	Iteration 96Q: 3 clusters Score -3065571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3065573.750000 Penalty: 5061.587891
	Iteration 97Q: 3 clusters Score -3065574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3065572.250000 Penalty: 5061.587891
	Iteration 98Q: 3 clusters Score -3065572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3065569.500000 Penalty: 5061.587891
	Iteration 99Q: 3 clusters Score -3065570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3065573.000000 Penalty: 5061.587891
	Iteration 100F: 3 clusters Score -3065573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3065574.000000 Penalty: 5061.587891
	Iteration 101Q: 3 clusters Score -3065574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3065573.500000 Penalty: 5061.587891
	Iteration 102Q: 3 clusters Score -3065574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3065578.000000 Penalty: 5061.587891
	Iteration 103Q: 3 clusters Score -3065578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -3065574.750000 Penalty: 5061.587891
	Iteration 104Q: 3 clusters Score -3065575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3065572.000000 Penalty: 5061.587891
	Iteration 105Q: 3 clusters Score -3065572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3065574.500000 Penalty: 5061.587891
	Iteration 106Q: 3 clusters Score -3065574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3065574.000000 Penalty: 5061.587891
	Iteration 107Q: 3 clusters Score -3065574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3065579.750000 Penalty: 5061.587891
	Iteration 108Q: 3 clusters Score -3065580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3065579.000000 Penalty: 5061.587891
	Iteration 109Q: 3 clusters Score -3065579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3065579.250000 Penalty: 5061.587891
	Iteration 110Q: 3 clusters Score -3065579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3065581.750000 Penalty: 5061.587891
	Iteration 111Q: 3 clusters Score -3065582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3065581.250000 Penalty: 5061.587891
	Iteration 112Q: 3 clusters Score -3065581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3065582.250000 Penalty: 5061.587891
	Iteration 113Q: 3 clusters Score -3065582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3065582.250000 Penalty: 5061.587891
	Iteration 114F: 3 clusters Score -3065582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (21234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Entering Unmasked Estep 
Score: -2214447.250000 Penalty: 2470.913086
	Iteration 0F: 2 clusters Score -2214447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2199568.750000 Penalty: 4941.826172
	Iteration 0F: 3 clusters Score -2199569 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2204525.000000 Penalty: 4941.826172
	Iteration 1F: 3 clusters Score -2204525 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2204924.500000 Penalty: 4941.826172
	Iteration 2F: 3 clusters Score -2204924 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -2205280.250000 Penalty: 4941.826172
	Iteration 3Q: 3 clusters Score -2205280 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2205562.250000 Penalty: 4941.826172
	Iteration 4Q: 3 clusters Score -2205562 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2205820.750000 Penalty: 4941.826172
	Iteration 5Q: 3 clusters Score -2205821 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2206116.500000 Penalty: 4941.826172
	Iteration 6Q: 3 clusters Score -2206116 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2206512.000000 Penalty: 4941.826172
	Iteration 7Q: 3 clusters Score -2206512 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2207055.250000 Penalty: 4941.826172
	Iteration 8Q: 3 clusters Score -2207055 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2207720.750000 Penalty: 4941.826172
	Iteration 9Q: 3 clusters Score -2207721 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2208570.750000 Penalty: 4941.826172
	Iteration 10F: 3 clusters Score -2208571 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2209494.000000 Penalty: 4941.826172
	Iteration 11F: 3 clusters Score -2209494 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2210331.000000 Penalty: 4941.826172
	Iteration 12Q: 3 clusters Score -2210331 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -2211008.500000 Penalty: 4941.826172
	Iteration 13Q: 3 clusters Score -2211008 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2211543.750000 Penalty: 4941.826172
	Iteration 14Q: 3 clusters Score -2211544 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2211831.250000 Penalty: 4941.826172
	Iteration 15Q: 3 clusters Score -2211831 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2212002.750000 Penalty: 4941.826172
	Iteration 16Q: 3 clusters Score -2212003 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2212108.750000 Penalty: 4941.826172
	Iteration 17Q: 3 clusters Score -2212109 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2212178.500000 Penalty: 4941.826172
	Iteration 18Q: 3 clusters Score -2212178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2212216.000000 Penalty: 4941.826172
	Iteration 19Q: 3 clusters Score -2212216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2212241.500000 Penalty: 4941.826172
	Iteration 20F: 3 clusters Score -2212242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2212265.750000 Penalty: 4941.826172
	Iteration 21Q: 3 clusters Score -2212266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2212277.750000 Penalty: 4941.826172
	Iteration 22Q: 3 clusters Score -2212278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2212284.000000 Penalty: 4941.826172
	Iteration 23Q: 3 clusters Score -2212284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2212287.250000 Penalty: 4941.826172
	Iteration 24Q: 3 clusters Score -2212287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2212291.000000 Penalty: 4941.826172
	Iteration 25Q: 3 clusters Score -2212291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2212292.000000 Penalty: 4941.826172
	Iteration 26Q: 3 clusters Score -2212292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2212291.750000 Penalty: 4941.826172
	Iteration 27Q: 3 clusters Score -2212292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2212293.250000 Penalty: 4941.826172
	Iteration 28Q: 3 clusters Score -2212293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2212293.000000 Penalty: 4941.826172
	Iteration 29Q: 3 clusters Score -2212293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2212293.000000 Penalty: 4941.826172
	Iteration 30F: 3 clusters Score -2212293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Entering Unmasked Estep 
Score: -2732389.750000 Penalty: 2504.657227
	Iteration 0F: 2 clusters Score -2732390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2715477.000000 Penalty: 5009.314453
	Iteration 0F: 3 clusters Score -2715477 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -2721335.000000 Penalty: 5009.314453
	Iteration 1F: 3 clusters Score -2721335 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2721913.250000 Penalty: 5009.314453
	Iteration 2F: 3 clusters Score -2721913 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2722477.750000 Penalty: 5009.314453
	Iteration 3F: 3 clusters Score -2722478 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2723143.000000 Penalty: 5009.314453
	Iteration 4F: 3 clusters Score -2723143 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2723882.500000 Penalty: 5009.314453
	Iteration 5F: 3 clusters Score -2723882 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2724687.500000 Penalty: 5009.314453
	Iteration 6F: 3 clusters Score -2724688 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2725525.750000 Penalty: 5009.314453
	Iteration 7F: 3 clusters Score -2725526 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2726512.750000 Penalty: 5009.314453
	Iteration 8F: 3 clusters Score -2726513 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2727606.000000 Penalty: 5009.314453
	Iteration 9F: 3 clusters Score -2727606 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2728588.250000 Penalty: 5009.314453
	Iteration 10F: 3 clusters Score -2728588 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2729111.500000 Penalty: 5009.314453
	Iteration 11Q: 3 clusters Score -2729112 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2729353.500000 Penalty: 5009.314453
	Iteration 12Q: 3 clusters Score -2729354 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2729482.750000 Penalty: 5009.314453
	Iteration 13Q: 3 clusters Score -2729483 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -2729537.250000 Penalty: 5009.314453
	Iteration 14Q: 3 clusters Score -2729537 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2729585.250000 Penalty: 5009.314453
	Iteration 15Q: 3 clusters Score -2729585 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2729610.750000 Penalty: 5009.314453
	Iteration 16Q: 3 clusters Score -2729611 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2729651.250000 Penalty: 5009.314453
	Iteration 17Q: 3 clusters Score -2729651 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2729674.000000 Penalty: 5009.314453
	Iteration 18Q: 3 clusters Score -2729674 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2729677.750000 Penalty: 5009.314453
	Iteration 19Q: 3 clusters Score -2729678 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2729698.750000 Penalty: 5009.314453
	Iteration 20F: 3 clusters Score -2729699 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2729698.500000 Penalty: 5009.314453
	Iteration 21Q: 3 clusters Score -2729698 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2729711.500000 Penalty: 5009.314453
	Iteration 22Q: 3 clusters Score -2729712 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -2729723.250000 Penalty: 5009.314453
	Iteration 23Q: 3 clusters Score -2729723 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2729723.500000 Penalty: 5009.314453
	Iteration 24Q: 3 clusters Score -2729724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2729724.250000 Penalty: 5009.314453
	Iteration 25Q: 3 clusters Score -2729724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2729726.750000 Penalty: 5009.314453
	Iteration 26Q: 3 clusters Score -2729727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2729723.750000 Penalty: 5009.314453
	Iteration 27Q: 3 clusters Score -2729724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2729726.750000 Penalty: 5009.314453
	Iteration 28Q: 3 clusters Score -2729727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -2729729.250000 Penalty: 5009.314453
	Iteration 29Q: 3 clusters Score -2729729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2729727.750000 Penalty: 5009.314453
	Iteration 30Q: 3 clusters Score -2729728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -2729733.000000 Penalty: 5009.314453
	Iteration 31Q: 3 clusters Score -2729733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2729730.000000 Penalty: 5009.314453
	Iteration 32Q: 3 clusters Score -2729730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2729737.250000 Penalty: 5009.314453
	Iteration 33Q: 3 clusters Score -2729737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2729729.250000 Penalty: 5009.314453
	Iteration 34Q: 3 clusters Score -2729729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -2729733.750000 Penalty: 5009.314453
	Iteration 35Q: 3 clusters Score -2729734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2729750.250000 Penalty: 5009.314453
	Iteration 36Q: 3 clusters Score -2729750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2729744.500000 Penalty: 5009.314453
	Iteration 37Q: 3 clusters Score -2729744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2729740.500000 Penalty: 5009.314453
	Iteration 38Q: 3 clusters Score -2729740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2729749.000000 Penalty: 5009.314453
	Iteration 39Q: 3 clusters Score -2729749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -2729756.000000 Penalty: 5009.314453
	Iteration 40F: 3 clusters Score -2729756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2729760.750000 Penalty: 5009.314453
	Iteration 41Q: 3 clusters Score -2729761 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2729767.750000 Penalty: 5009.314453
	Iteration 42Q: 3 clusters Score -2729768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2729767.000000 Penalty: 5009.314453
	Iteration 43Q: 3 clusters Score -2729767 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -2729766.500000 Penalty: 5009.314453
	Iteration 44Q: 3 clusters Score -2729766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2729773.750000 Penalty: 5009.314453
	Iteration 45Q: 3 clusters Score -2729774 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2729775.000000 Penalty: 5009.314453
	Iteration 46Q: 3 clusters Score -2729775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2729776.750000 Penalty: 5009.314453
	Iteration 47Q: 3 clusters Score -2729777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2729790.000000 Penalty: 5009.314453
	Iteration 48Q: 3 clusters Score -2729790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2729789.750000 Penalty: 5009.314453
	Iteration 49Q: 3 clusters Score -2729790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2729793.250000 Penalty: 5009.314453
	Iteration 50Q: 3 clusters Score -2729793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2729795.750000 Penalty: 5009.314453
	Iteration 51Q: 3 clusters Score -2729796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2729789.750000 Penalty: 5009.314453
	Iteration 52Q: 3 clusters Score -2729790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2729793.500000 Penalty: 5009.314453
	Iteration 53Q: 3 clusters Score -2729794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -2729792.750000 Penalty: 5009.314453
	Iteration 54Q: 3 clusters Score -2729793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2729792.750000 Penalty: 5009.314453
	Iteration 55Q: 3 clusters Score -2729793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2729792.250000 Penalty: 5009.314453
	Iteration 56Q: 3 clusters Score -2729792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2729793.750000 Penalty: 5009.314453
	Iteration 57Q: 3 clusters Score -2729794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2729795.000000 Penalty: 5009.314453
	Iteration 58Q: 3 clusters Score -2729795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2729801.750000 Penalty: 5009.314453
	Iteration 59Q: 3 clusters Score -2729802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2729799.750000 Penalty: 5009.314453
	Iteration 60F: 3 clusters Score -2729800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2729802.500000 Penalty: 5009.314453
	Iteration 61Q: 3 clusters Score -2729802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2729802.750000 Penalty: 5009.314453
	Iteration 62Q: 3 clusters Score -2729803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2729805.000000 Penalty: 5009.314453
	Iteration 63Q: 3 clusters Score -2729805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2729806.750000 Penalty: 5009.314453
	Iteration 64Q: 3 clusters Score -2729807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2729809.500000 Penalty: 5009.314453
	Iteration 65Q: 3 clusters Score -2729810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2729806.750000 Penalty: 5009.314453
	Iteration 66Q: 3 clusters Score -2729807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2729807.500000 Penalty: 5009.314453
	Iteration 67Q: 3 clusters Score -2729808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2729810.750000 Penalty: 5009.314453
	Iteration 68Q: 3 clusters Score -2729811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2729810.750000 Penalty: 5009.314453
	Iteration 69Q: 3 clusters Score -2729811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2729810.000000 Penalty: 5009.314453
	Iteration 70Q: 3 clusters Score -2729810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2729817.750000 Penalty: 5009.314453
	Iteration 71Q: 3 clusters Score -2729818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2729817.000000 Penalty: 5009.314453
	Iteration 72Q: 3 clusters Score -2729817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2729820.000000 Penalty: 5009.314453
	Iteration 73Q: 3 clusters Score -2729820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2729820.000000 Penalty: 5009.314453
	Iteration 74Q: 3 clusters Score -2729820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2729820.500000 Penalty: 5009.314453
	Iteration 75Q: 3 clusters Score -2729820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2729821.000000 Penalty: 5009.314453
	Iteration 76Q: 3 clusters Score -2729821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2729820.250000 Penalty: 5009.314453
	Iteration 77Q: 3 clusters Score -2729820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2729821.250000 Penalty: 5009.314453
	Iteration 78Q: 3 clusters Score -2729821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2729822.000000 Penalty: 5009.314453
	Iteration 79Q: 3 clusters Score -2729822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2729822.750000 Penalty: 5009.314453
	Iteration 80F: 3 clusters Score -2729823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2729826.750000 Penalty: 5009.314453
	Iteration 81Q: 3 clusters Score -2729827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2729826.250000 Penalty: 5009.314453
	Iteration 82Q: 3 clusters Score -2729826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2729824.750000 Penalty: 5009.314453
	Iteration 83Q: 3 clusters Score -2729825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2729827.500000 Penalty: 5009.314453
	Iteration 84Q: 3 clusters Score -2729828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2729824.250000 Penalty: 5009.314453
	Iteration 85Q: 3 clusters Score -2729824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2729827.750000 Penalty: 5009.314453
	Iteration 86Q: 3 clusters Score -2729828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2729821.750000 Penalty: 5009.314453
	Iteration 87Q: 3 clusters Score -2729822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2729821.000000 Penalty: 5009.314453
	Iteration 88Q: 3 clusters Score -2729821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2729824.500000 Penalty: 5009.314453
	Iteration 89Q: 3 clusters Score -2729824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2729821.250000 Penalty: 5009.314453
	Iteration 90Q: 3 clusters Score -2729821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2729821.000000 Penalty: 5009.314453
	Iteration 91Q: 3 clusters Score -2729821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2729823.000000 Penalty: 5009.314453
	Iteration 92Q: 3 clusters Score -2729823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2729820.750000 Penalty: 5009.314453
	Iteration 93Q: 3 clusters Score -2729821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2729815.000000 Penalty: 5009.314453
	Iteration 94Q: 3 clusters Score -2729815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2729820.000000 Penalty: 5009.314453
	Iteration 95Q: 3 clusters Score -2729820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2729821.500000 Penalty: 5009.314453
	Iteration 96Q: 3 clusters Score -2729822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2729818.250000 Penalty: 5009.314453
	Iteration 97Q: 3 clusters Score -2729818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2729816.750000 Penalty: 5009.314453
	Iteration 98Q: 3 clusters Score -2729817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2729820.000000 Penalty: 5009.314453
	Iteration 99Q: 3 clusters Score -2729820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2729816.000000 Penalty: 5009.314453
	Iteration 100F: 3 clusters Score -2729816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2729817.000000 Penalty: 5009.314453
	Iteration 101Q: 3 clusters Score -2729817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2729819.000000 Penalty: 5009.314453
	Iteration 102Q: 3 clusters Score -2729819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2729818.750000 Penalty: 5009.314453
	Iteration 103Q: 3 clusters Score -2729819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2729820.500000 Penalty: 5009.314453
	Iteration 104Q: 3 clusters Score -2729820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2729820.500000 Penalty: 5009.314453
	Iteration 105F: 3 clusters Score -2729820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (300245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300245 members 
Entering Unmasked Estep 
Score: -33236978.000000 Penalty: 3127.863770
	Iteration 0F: 2 clusters Score -3.323698e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149987 members 
Mstep: Class 2 contains 150258 members 
Entering Unmasked Estep 
Score: -33047970.000000 Penalty: 6255.727539
	Iteration 0F: 3 clusters Score -3.304797e+07 nChanged 145541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147794 members 
Mstep: Class 2 contains 152451 members 
Entering Unmasked Estep 
Score: -33134708.000000 Penalty: 6255.727539
	Iteration 1F: 3 clusters Score -3.313471e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146826 members 
Mstep: Class 2 contains 153419 members 
Entering Unmasked Estep 
Score: -33135738.000000 Penalty: 6255.727539
	Iteration 2Q: 3 clusters Score -3.313574e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145326 members 
Mstep: Class 2 contains 154919 members 
Entering Unmasked Estep 
Score: -33137226.000000 Penalty: 6255.727539
	Iteration 3Q: 3 clusters Score -3.313723e+07 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143088 members 
Mstep: Class 2 contains 157157 members 
Entering Unmasked Estep 
Score: -33138894.000000 Penalty: 6255.727539
	Iteration 4Q: 3 clusters Score -3.313889e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139655 members 
Mstep: Class 2 contains 160590 members 
Entering Unmasked Estep 
Score: -33141344.000000 Penalty: 6255.727539
	Iteration 5Q: 3 clusters Score -3.314134e+07 nChanged 9889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134608 members 
Mstep: Class 2 contains 165637 members 
Entering Unmasked Estep 
Score: -33145066.000000 Penalty: 6255.727539
	Iteration 6Q: 3 clusters Score -3.314507e+07 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127268 members 
Mstep: Class 2 contains 172977 members 
Entering Unmasked Estep 
Score: -33150746.000000 Penalty: 6255.727539
	Iteration 7Q: 3 clusters Score -3.315075e+07 nChanged 13667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117595 members 
Mstep: Class 2 contains 182650 members 
Entering Unmasked Estep 
Score: -33157964.000000 Penalty: 6255.727539
	Iteration 8Q: 3 clusters Score -3.315796e+07 nChanged 15490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105451 members 
Mstep: Class 2 contains 194794 members 
Entering Unmasked Estep 
Score: -33167504.000000 Penalty: 6255.727539
	Iteration 9F: 3 clusters Score -3.31675e+07 nChanged 16953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91038 members 
Mstep: Class 2 contains 209207 members 
Entering Unmasked Estep 
Score: -33178674.000000 Penalty: 6255.727539
	Iteration 10F: 3 clusters Score -3.317867e+07 nChanged 17586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75290 members 
Mstep: Class 2 contains 224955 members 
Entering Unmasked Estep 
Score: -33190520.000000 Penalty: 6255.727539
	Iteration 11F: 3 clusters Score -3.319052e+07 nChanged 16510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 240143 members 
Entering Unmasked Estep 
Score: -33201918.000000 Penalty: 6255.727539
	Iteration 12F: 3 clusters Score -3.320192e+07 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 253565 members 
Entering Unmasked Estep 
Score: -33210984.000000 Penalty: 6255.727539
	Iteration 13Q: 3 clusters Score -3.321098e+07 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 264534 members 
Entering Unmasked Estep 
Score: -33217834.000000 Penalty: 6255.727539
	Iteration 14Q: 3 clusters Score -3.321783e+07 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 273092 members 
Entering Unmasked Estep 
Score: -33223104.000000 Penalty: 6255.727539
	Iteration 15Q: 3 clusters Score -3.32231e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 279755 members 
Entering Unmasked Estep 
Score: -33227018.000000 Penalty: 6255.727539
	Iteration 16Q: 3 clusters Score -3.322702e+07 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 284931 members 
Entering Unmasked Estep 
Score: -33230328.000000 Penalty: 6255.727539
	Iteration 17Q: 3 clusters Score -3.323033e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 288913 members 
Entering Unmasked Estep 
Score: -33232752.000000 Penalty: 6255.727539
	Iteration 18Q: 3 clusters Score -3.323275e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 291904 members 
Entering Unmasked Estep 
Score: -33233502.000000 Penalty: 6255.727539
	Iteration 19Q: 3 clusters Score -3.32335e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 293983 members 
Entering Unmasked Estep 
Score: -33233612.000000 Penalty: 6255.727539
	Iteration 20F: 3 clusters Score -3.323361e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 295498 members 
Entering Unmasked Estep 
Score: -33233878.000000 Penalty: 6255.727539
	Iteration 21Q: 3 clusters Score -3.323388e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 296563 members 
Entering Unmasked Estep 
Score: -33234106.000000 Penalty: 6255.727539
	Iteration 22Q: 3 clusters Score -3.323411e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 297238 members 
Entering Unmasked Estep 
Score: -33234196.000000 Penalty: 6255.727539
	Iteration 23Q: 3 clusters Score -3.32342e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 297712 members 
Entering Unmasked Estep 
Score: -33234318.000000 Penalty: 6255.727539
	Iteration 24Q: 3 clusters Score -3.323432e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 298074 members 
Entering Unmasked Estep 
Score: -33234462.000000 Penalty: 6255.727539
	Iteration 25Q: 3 clusters Score -3.323446e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 298355 members 
Entering Unmasked Estep 
Score: -33234516.000000 Penalty: 6255.727539
	Iteration 26Q: 3 clusters Score -3.323452e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 298544 members 
Entering Unmasked Estep 
Score: -33234544.000000 Penalty: 6255.727539
	Iteration 27Q: 3 clusters Score -3.323454e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 298704 members 
Entering Unmasked Estep 
Score: -33234546.000000 Penalty: 6255.727539
	Iteration 28Q: 3 clusters Score -3.323455e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 298823 members 
Entering Unmasked Estep 
Score: -33234614.000000 Penalty: 6255.727539
	Iteration 29Q: 3 clusters Score -3.323461e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 298905 members 
Entering Unmasked Estep 
Score: -33234680.000000 Penalty: 6255.727539
	Iteration 30Q: 3 clusters Score -3.323468e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 298975 members 
Entering Unmasked Estep 
Score: -33234680.000000 Penalty: 6255.727539
	Iteration 31Q: 3 clusters Score -3.323468e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 299034 members 
Entering Unmasked Estep 
Score: -33234706.000000 Penalty: 6255.727539
	Iteration 32Q: 3 clusters Score -3.323471e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 299078 members 
Entering Unmasked Estep 
Score: -33234702.000000 Penalty: 6255.727539
	Iteration 33Q: 3 clusters Score -3.32347e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 299115 members 
Entering Unmasked Estep 
Score: -33234698.000000 Penalty: 6255.727539
	Iteration 34Q: 3 clusters Score -3.32347e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 299148 members 
Entering Unmasked Estep 
Score: -33234700.000000 Penalty: 6255.727539
	Iteration 35Q: 3 clusters Score -3.32347e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 299163 members 
Entering Unmasked Estep 
Score: -33234714.000000 Penalty: 6255.727539
	Iteration 36Q: 3 clusters Score -3.323471e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 299178 members 
Entering Unmasked Estep 
Score: -33234716.000000 Penalty: 6255.727539
	Iteration 37Q: 3 clusters Score -3.323472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 299189 members 
Entering Unmasked Estep 
Score: -33234722.000000 Penalty: 6255.727539
	Iteration 38Q: 3 clusters Score -3.323472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 299198 members 
Entering Unmasked Estep 
Score: -33234716.000000 Penalty: 6255.727539
	Iteration 39Q: 3 clusters Score -3.323472e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 299206 members 
Entering Unmasked Estep 
Score: -33234730.000000 Penalty: 6255.727539
	Iteration 40F: 3 clusters Score -3.323473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 299219 members 
Entering Unmasked Estep 
Score: -33234718.000000 Penalty: 6255.727539
	Iteration 41Q: 3 clusters Score -3.323472e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 299228 members 
Entering Unmasked Estep 
Score: -33234718.000000 Penalty: 6255.727539
	Iteration 42Q: 3 clusters Score -3.323472e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 299236 members 
Entering Unmasked Estep 
Score: -33234730.000000 Penalty: 6255.727539
	Iteration 43Q: 3 clusters Score -3.323473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 299239 members 
Entering Unmasked Estep 
Score: -33234736.000000 Penalty: 6255.727539
	Iteration 44Q: 3 clusters Score -3.323474e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 299246 members 
Entering Unmasked Estep 
Score: -33234742.000000 Penalty: 6255.727539
	Iteration 45Q: 3 clusters Score -3.323474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 299257 members 
Entering Unmasked Estep 
Score: -33234740.000000 Penalty: 6255.727539
	Iteration 46Q: 3 clusters Score -3.323474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 299268 members 
Entering Unmasked Estep 
Score: -33234764.000000 Penalty: 6255.727539
	Iteration 47Q: 3 clusters Score -3.323476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 299271 members 
Entering Unmasked Estep 
Score: -33234766.000000 Penalty: 6255.727539
	Iteration 48Q: 3 clusters Score -3.323477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 299275 members 
Entering Unmasked Estep 
Score: -33234750.000000 Penalty: 6255.727539
	Iteration 49Q: 3 clusters Score -3.323475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 299282 members 
Entering Unmasked Estep 
Score: -33234764.000000 Penalty: 6255.727539
	Iteration 50Q: 3 clusters Score -3.323476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 299286 members 
Entering Unmasked Estep 
Score: -33234780.000000 Penalty: 6255.727539
	Iteration 51Q: 3 clusters Score -3.323478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 299293 members 
Entering Unmasked Estep 
Score: -33234774.000000 Penalty: 6255.727539
	Iteration 52Q: 3 clusters Score -3.323477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 299298 members 
Entering Unmasked Estep 
Score: -33234772.000000 Penalty: 6255.727539
	Iteration 53Q: 3 clusters Score -3.323477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 299302 members 
Entering Unmasked Estep 
Score: -33234780.000000 Penalty: 6255.727539
	Iteration 54Q: 3 clusters Score -3.323478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 299305 members 
Entering Unmasked Estep 
Score: -33234766.000000 Penalty: 6255.727539
	Iteration 55Q: 3 clusters Score -3.323477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 299312 members 
Entering Unmasked Estep 
Score: -33234786.000000 Penalty: 6255.727539
	Iteration 56Q: 3 clusters Score -3.323479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 299317 members 
Entering Unmasked Estep 
Score: -33234772.000000 Penalty: 6255.727539
	Iteration 57Q: 3 clusters Score -3.323477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 299321 members 
Entering Unmasked Estep 
Score: -33234776.000000 Penalty: 6255.727539
	Iteration 58Q: 3 clusters Score -3.323478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 299322 members 
Entering Unmasked Estep 
Score: -33234776.000000 Penalty: 6255.727539
	Iteration 59Q: 3 clusters Score -3.323478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 299324 members 
Entering Unmasked Estep 
Score: -33234772.000000 Penalty: 6255.727539
	Iteration 60F: 3 clusters Score -3.323477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 299327 members 
Entering Unmasked Estep 
Score: -33234762.000000 Penalty: 6255.727539
	Iteration 61Q: 3 clusters Score -3.323476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 299326 members 
Entering Unmasked Estep 
Score: -33234766.000000 Penalty: 6255.727539
	Iteration 62Q: 3 clusters Score -3.323477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 299326 members 
Entering Unmasked Estep 
Score: -33234766.000000 Penalty: 6255.727539
	Iteration 63F: 3 clusters Score -3.323477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (181602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181602 members 
Entering Unmasked Estep 
Score: -20433178.000000 Penalty: 3003.174072
	Iteration 0F: 2 clusters Score -2.043318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91059 members 
Mstep: Class 2 contains 90543 members 
Entering Unmasked Estep 
Score: -20325044.000000 Penalty: 6006.348145
	Iteration 0F: 3 clusters Score -2.032504e+07 nChanged 87272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95267 members 
Mstep: Class 2 contains 86335 members 
Entering Unmasked Estep 
Score: -20376680.000000 Penalty: 6006.348145
	Iteration 1F: 3 clusters Score -2.037668e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98419 members 
Mstep: Class 2 contains 83183 members 
Entering Unmasked Estep 
Score: -20378584.000000 Penalty: 6006.348145
	Iteration 2Q: 3 clusters Score -2.037858e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103335 members 
Mstep: Class 2 contains 78267 members 
Entering Unmasked Estep 
Score: -20381834.000000 Penalty: 6006.348145
	Iteration 3Q: 3 clusters Score -2.038183e+07 nChanged 9857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110580 members 
Mstep: Class 2 contains 71022 members 
Entering Unmasked Estep 
Score: -20387124.000000 Penalty: 6006.348145
	Iteration 4F: 3 clusters Score -2.038712e+07 nChanged 12379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120365 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -20395850.000000 Penalty: 6006.348145
	Iteration 5F: 3 clusters Score -2.039585e+07 nChanged 14041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131904 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -20407424.000000 Penalty: 6006.348145
	Iteration 6F: 3 clusters Score -2.040742e+07 nChanged 13890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143474 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -20420234.000000 Penalty: 6006.348145
	Iteration 7F: 3 clusters Score -2.042023e+07 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152178 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -20430178.000000 Penalty: 6006.348145
	Iteration 8F: 3 clusters Score -2.043018e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157998 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -20434322.000000 Penalty: 6006.348145
	Iteration 9Q: 3 clusters Score -2.043432e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162198 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -20435776.000000 Penalty: 6006.348145
	Iteration 10Q: 3 clusters Score -2.043578e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165474 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -20436354.000000 Penalty: 6006.348145
	Iteration 11Q: 3 clusters Score -2.043635e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168091 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -20436476.000000 Penalty: 6006.348145
	Iteration 12Q: 3 clusters Score -2.043648e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170213 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -20436304.000000 Penalty: 6006.348145
	Iteration 13Q: 3 clusters Score -2.04363e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171939 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -20436382.000000 Penalty: 6006.348145
	Iteration 14Q: 3 clusters Score -2.043638e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173311 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -20436358.000000 Penalty: 6006.348145
	Iteration 15Q: 3 clusters Score -2.043636e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174371 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -20436216.000000 Penalty: 6006.348145
	Iteration 16Q: 3 clusters Score -2.043622e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175238 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -20436204.000000 Penalty: 6006.348145
	Iteration 17Q: 3 clusters Score -2.04362e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175925 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -20436202.000000 Penalty: 6006.348145
	Iteration 18Q: 3 clusters Score -2.04362e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176476 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -20436408.000000 Penalty: 6006.348145
	Iteration 19Q: 3 clusters Score -2.043641e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176903 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -20437126.000000 Penalty: 6006.348145
	Iteration 20F: 3 clusters Score -2.043713e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177048 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -20438596.000000 Penalty: 6006.348145
	Iteration 21Q: 3 clusters Score -2.04386e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176718 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -20439358.000000 Penalty: 6006.348145
	Iteration 22Q: 3 clusters Score -2.043936e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176236 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -20439806.000000 Penalty: 6006.348145
	Iteration 23Q: 3 clusters Score -2.043981e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175773 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -20440182.000000 Penalty: 6006.348145
	Iteration 24Q: 3 clusters Score -2.044018e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175293 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -20440496.000000 Penalty: 6006.348145
	Iteration 25Q: 3 clusters Score -2.04405e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174817 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -20440746.000000 Penalty: 6006.348145
	Iteration 26Q: 3 clusters Score -2.044075e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174413 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -20441044.000000 Penalty: 6006.348145
	Iteration 27Q: 3 clusters Score -2.044104e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174028 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -20441144.000000 Penalty: 6006.348145
	Iteration 28Q: 3 clusters Score -2.044114e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173667 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -20441300.000000 Penalty: 6006.348145
	Iteration 29Q: 3 clusters Score -2.04413e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173311 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -20441436.000000 Penalty: 6006.348145
	Iteration 30Q: 3 clusters Score -2.044144e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172943 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -20441574.000000 Penalty: 6006.348145
	Iteration 31Q: 3 clusters Score -2.044157e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172606 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -20441804.000000 Penalty: 6006.348145
	Iteration 32Q: 3 clusters Score -2.04418e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172258 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -20441958.000000 Penalty: 6006.348145
	Iteration 33Q: 3 clusters Score -2.044196e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171893 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -20442176.000000 Penalty: 6006.348145
	Iteration 34Q: 3 clusters Score -2.044218e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171547 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -20442316.000000 Penalty: 6006.348145
	Iteration 35Q: 3 clusters Score -2.044232e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171195 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -20442420.000000 Penalty: 6006.348145
	Iteration 36Q: 3 clusters Score -2.044242e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170855 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -20442674.000000 Penalty: 6006.348145
	Iteration 37Q: 3 clusters Score -2.044267e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170541 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -20442832.000000 Penalty: 6006.348145
	Iteration 38Q: 3 clusters Score -2.044283e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170258 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -20442960.000000 Penalty: 6006.348145
	Iteration 39Q: 3 clusters Score -2.044296e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169980 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -20443162.000000 Penalty: 6006.348145
	Iteration 40F: 3 clusters Score -2.044316e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169545 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -20443310.000000 Penalty: 6006.348145
	Iteration 41Q: 3 clusters Score -2.044331e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169069 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -20443434.000000 Penalty: 6006.348145
	Iteration 42Q: 3 clusters Score -2.044343e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168554 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -20443608.000000 Penalty: 6006.348145
	Iteration 43Q: 3 clusters Score -2.044361e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168011 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -20443792.000000 Penalty: 6006.348145
	Iteration 44Q: 3 clusters Score -2.044379e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167422 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -20443982.000000 Penalty: 6006.348145
	Iteration 45Q: 3 clusters Score -2.044398e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166827 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -20444212.000000 Penalty: 6006.348145
	Iteration 46Q: 3 clusters Score -2.044421e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166171 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -20444496.000000 Penalty: 6006.348145
	Iteration 47Q: 3 clusters Score -2.04445e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165475 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -20444818.000000 Penalty: 6006.348145
	Iteration 48Q: 3 clusters Score -2.044482e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164758 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -20445108.000000 Penalty: 6006.348145
	Iteration 49Q: 3 clusters Score -2.044511e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164035 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -20445420.000000 Penalty: 6006.348145
	Iteration 50Q: 3 clusters Score -2.044542e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163230 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -20445728.000000 Penalty: 6006.348145
	Iteration 51Q: 3 clusters Score -2.044573e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162411 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -20445968.000000 Penalty: 6006.348145
	Iteration 52Q: 3 clusters Score -2.044597e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161513 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -20446314.000000 Penalty: 6006.348145
	Iteration 53Q: 3 clusters Score -2.044631e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160548 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -20446722.000000 Penalty: 6006.348145
	Iteration 54Q: 3 clusters Score -2.044672e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159491 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -20447090.000000 Penalty: 6006.348145
	Iteration 55Q: 3 clusters Score -2.044709e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158394 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -20447552.000000 Penalty: 6006.348145
	Iteration 56Q: 3 clusters Score -2.044755e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157254 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -20448144.000000 Penalty: 6006.348145
	Iteration 57Q: 3 clusters Score -2.044814e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155982 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -20448758.000000 Penalty: 6006.348145
	Iteration 58Q: 3 clusters Score -2.044876e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154669 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -20449350.000000 Penalty: 6006.348145
	Iteration 59Q: 3 clusters Score -2.044935e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153178 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -20450096.000000 Penalty: 6006.348145
	Iteration 60F: 3 clusters Score -2.04501e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151614 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -20450668.000000 Penalty: 6006.348145
	Iteration 61Q: 3 clusters Score -2.045067e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149909 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -20451404.000000 Penalty: 6006.348145
	Iteration 62Q: 3 clusters Score -2.04514e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147964 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -20452238.000000 Penalty: 6006.348145
	Iteration 63Q: 3 clusters Score -2.045224e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145841 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -20453272.000000 Penalty: 6006.348145
	Iteration 64Q: 3 clusters Score -2.045327e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143283 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -20454552.000000 Penalty: 6006.348145
	Iteration 65Q: 3 clusters Score -2.045455e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140257 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -20456464.000000 Penalty: 6006.348145
	Iteration 66Q: 3 clusters Score -2.045646e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136678 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -20458866.000000 Penalty: 6006.348145
	Iteration 67Q: 3 clusters Score -2.045887e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132748 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -20461822.000000 Penalty: 6006.348145
	Iteration 68Q: 3 clusters Score -2.046182e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128618 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -20464992.000000 Penalty: 6006.348145
	Iteration 69Q: 3 clusters Score -2.046499e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124728 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -20467326.000000 Penalty: 6006.348145
	Iteration 70Q: 3 clusters Score -2.046733e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121413 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -20469254.000000 Penalty: 6006.348145
	Iteration 71Q: 3 clusters Score -2.046925e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118799 members 
Mstep: Class 2 contains 62803 members 
Entering Unmasked Estep 
Score: -20470598.000000 Penalty: 6006.348145
	Iteration 72Q: 3 clusters Score -2.04706e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116793 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -20471368.000000 Penalty: 6006.348145
	Iteration 73Q: 3 clusters Score -2.047137e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115406 members 
Mstep: Class 2 contains 66196 members 
Entering Unmasked Estep 
Score: -20471762.000000 Penalty: 6006.348145
	Iteration 74Q: 3 clusters Score -2.047176e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114501 members 
Mstep: Class 2 contains 67101 members 
Entering Unmasked Estep 
Score: -20471972.000000 Penalty: 6006.348145
	Iteration 75Q: 3 clusters Score -2.047197e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113902 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
Score: -20472044.000000 Penalty: 6006.348145
	Iteration 76Q: 3 clusters Score -2.047204e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113528 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -20472136.000000 Penalty: 6006.348145
	Iteration 77Q: 3 clusters Score -2.047214e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113302 members 
Mstep: Class 2 contains 68300 members 
Entering Unmasked Estep 
Score: -20472152.000000 Penalty: 6006.348145
	Iteration 78Q: 3 clusters Score -2.047215e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113129 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -20472198.000000 Penalty: 6006.348145
	Iteration 79Q: 3 clusters Score -2.04722e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112998 members 
Mstep: Class 2 contains 68604 members 
Entering Unmasked Estep 
Score: -20473078.000000 Penalty: 6006.348145
	Iteration 80F: 3 clusters Score -2.047308e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112012 members 
Mstep: Class 2 contains 69590 members 
Entering Unmasked Estep 
Score: -20473472.000000 Penalty: 6006.348145
	Iteration 81Q: 3 clusters Score -2.047347e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111246 members 
Mstep: Class 2 contains 70356 members 
Entering Unmasked Estep 
Score: -20473660.000000 Penalty: 6006.348145
	Iteration 82Q: 3 clusters Score -2.047366e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110707 members 
Mstep: Class 2 contains 70895 members 
Entering Unmasked Estep 
Score: -20473710.000000 Penalty: 6006.348145
	Iteration 83Q: 3 clusters Score -2.047371e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110345 members 
Mstep: Class 2 contains 71257 members 
Entering Unmasked Estep 
Score: -20473752.000000 Penalty: 6006.348145
	Iteration 84Q: 3 clusters Score -2.047375e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110092 members 
Mstep: Class 2 contains 71510 members 
Entering Unmasked Estep 
Score: -20473788.000000 Penalty: 6006.348145
	Iteration 85Q: 3 clusters Score -2.047379e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109907 members 
Mstep: Class 2 contains 71695 members 
Entering Unmasked Estep 
Score: -20473812.000000 Penalty: 6006.348145
	Iteration 86Q: 3 clusters Score -2.047381e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109770 members 
Mstep: Class 2 contains 71832 members 
Entering Unmasked Estep 
Score: -20473846.000000 Penalty: 6006.348145
	Iteration 87Q: 3 clusters Score -2.047385e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109673 members 
Mstep: Class 2 contains 71929 members 
Entering Unmasked Estep 
Score: -20473862.000000 Penalty: 6006.348145
	Iteration 88Q: 3 clusters Score -2.047386e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109592 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -20473894.000000 Penalty: 6006.348145
	Iteration 89Q: 3 clusters Score -2.047389e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109540 members 
Mstep: Class 2 contains 72062 members 
Entering Unmasked Estep 
Score: -20473880.000000 Penalty: 6006.348145
	Iteration 90Q: 3 clusters Score -2.047388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109502 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -20473892.000000 Penalty: 6006.348145
	Iteration 91Q: 3 clusters Score -2.047389e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109474 members 
Mstep: Class 2 contains 72128 members 
Entering Unmasked Estep 
Score: -20473874.000000 Penalty: 6006.348145
	Iteration 92Q: 3 clusters Score -2.047387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109459 members 
Mstep: Class 2 contains 72143 members 
Entering Unmasked Estep 
Score: -20473866.000000 Penalty: 6006.348145
	Iteration 93Q: 3 clusters Score -2.047387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109438 members 
Mstep: Class 2 contains 72164 members 
Entering Unmasked Estep 
Score: -20473870.000000 Penalty: 6006.348145
	Iteration 94Q: 3 clusters Score -2.047387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109421 members 
Mstep: Class 2 contains 72181 members 
Entering Unmasked Estep 
Score: -20473874.000000 Penalty: 6006.348145
	Iteration 95Q: 3 clusters Score -2.047387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109406 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -20473858.000000 Penalty: 6006.348145
	Iteration 96Q: 3 clusters Score -2.047386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109396 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -20473862.000000 Penalty: 6006.348145
	Iteration 97Q: 3 clusters Score -2.047386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109389 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -20473842.000000 Penalty: 6006.348145
	Iteration 98Q: 3 clusters Score -2.047384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109383 members 
Mstep: Class 2 contains 72219 members 
Entering Unmasked Estep 
Score: -20473832.000000 Penalty: 6006.348145
	Iteration 99Q: 3 clusters Score -2.047383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109378 members 
Mstep: Class 2 contains 72224 members 
Entering Unmasked Estep 
Score: -20473838.000000 Penalty: 6006.348145
	Iteration 100F: 3 clusters Score -2.047384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109374 members 
Mstep: Class 2 contains 72228 members 
Entering Unmasked Estep 
Score: -20473846.000000 Penalty: 6006.348145
	Iteration 101Q: 3 clusters Score -2.047385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109371 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -20473860.000000 Penalty: 6006.348145
	Iteration 102Q: 3 clusters Score -2.047386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109368 members 
Mstep: Class 2 contains 72234 members 
Entering Unmasked Estep 
Score: -20473858.000000 Penalty: 6006.348145
	Iteration 103Q: 3 clusters Score -2.047386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109367 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -20473850.000000 Penalty: 6006.348145
	Iteration 104Q: 3 clusters Score -2.047385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109367 members 
Mstep: Class 2 contains 72235 members 
Entering Unmasked Estep 
Score: -20473850.000000 Penalty: 6006.348145
	Iteration 105F: 3 clusters Score -2.047385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 27033 members 
Mstep: Class 4 contains 21234 members 
Mstep: Class 5 contains 24329 members 
Mstep: Class 6 contains 300245 members 
Mstep: Class 7 contains 109367 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 11 contains 146089 members 
Mstep: Class 12 contains 35882 members 
Mstep: Class 13 contains 3906 members 
Mstep: Class 14 contains 36804 members 
Mstep: Class 16 contains 6231 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 10397 members 
Mstep: Class 20 contains 67091 members 
Mstep: Class 21 contains 19974 members 
Mstep: Class 22 contains 3696 members 
Mstep: Class 23 contains 1577 members 
Entering Unmasked Estep 
Score: -97995632.000000 Penalty: 64607.523438
Splitting cluster 7 changes total score from -97953360.000000 to -97995632.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 9 (3160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Entering Unmasked Estep 
Score: -333540.218750 Penalty: 1998.465210
	Iteration 0F: 2 clusters Score -333540.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -330227.437500 Penalty: 3996.930420
	Iteration 0F: 3 clusters Score -330227.4 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -330861.218750 Penalty: 3996.930420
	Iteration 1F: 3 clusters Score -330861.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -331019.812500 Penalty: 3996.930420
	Iteration 2F: 3 clusters Score -331019.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -331111.687500 Penalty: 3996.930420
	Iteration 3Q: 3 clusters Score -331111.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -331188.031250 Penalty: 3996.930420
	Iteration 4Q: 3 clusters Score -331188 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -331251.062500 Penalty: 3996.930420
	Iteration 5Q: 3 clusters Score -331251.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -331308.656250 Penalty: 3996.930420
	Iteration 6Q: 3 clusters Score -331308.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -331350.593750 Penalty: 3996.930420
	Iteration 7Q: 3 clusters Score -331350.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -331390.531250 Penalty: 3996.930420
	Iteration 8Q: 3 clusters Score -331390.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -331429.937500 Penalty: 3996.930420
	Iteration 9Q: 3 clusters Score -331429.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -331480.937500 Penalty: 3996.930420
	Iteration 10Q: 3 clusters Score -331480.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -331540.093750 Penalty: 3996.930420
	Iteration 11Q: 3 clusters Score -331540.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -331603.562500 Penalty: 3996.930420
	Iteration 12Q: 3 clusters Score -331603.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -331676.093750 Penalty: 3996.930420
	Iteration 13Q: 3 clusters Score -331676.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -331752.937500 Penalty: 3996.930420
	Iteration 14Q: 3 clusters Score -331752.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -331848.906250 Penalty: 3996.930420
	Iteration 15Q: 3 clusters Score -331848.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -331950.000000 Penalty: 3996.930420
	Iteration 16Q: 3 clusters Score -331950 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -332056.500000 Penalty: 3996.930420
	Iteration 17Q: 3 clusters Score -332056.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -332144.187500 Penalty: 3996.930420
	Iteration 18Q: 3 clusters Score -332144.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -332228.656250 Penalty: 3996.930420
	Iteration 19Q: 3 clusters Score -332228.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -332294.562500 Penalty: 3996.930420
	Iteration 20F: 3 clusters Score -332294.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -332382.250000 Penalty: 3996.930420
	Iteration 21Q: 3 clusters Score -332382.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -332502.031250 Penalty: 3996.930420
	Iteration 22Q: 3 clusters Score -332502 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -332648.062500 Penalty: 3996.930420
	Iteration 23Q: 3 clusters Score -332648.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -332793.437500 Penalty: 3996.930420
	Iteration 24Q: 3 clusters Score -332793.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -332921.375000 Penalty: 3996.930420
	Iteration 25Q: 3 clusters Score -332921.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -333004.281250 Penalty: 3996.930420
	Iteration 26Q: 3 clusters Score -333004.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -333042.812500 Penalty: 3996.930420
	Iteration 27Q: 3 clusters Score -333042.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -333071.000000 Penalty: 3996.930420
	Iteration 28Q: 3 clusters Score -333071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -333097.718750 Penalty: 3996.930420
	Iteration 29Q: 3 clusters Score -333097.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -333123.437500 Penalty: 3996.930420
	Iteration 30Q: 3 clusters Score -333123.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -333154.187500 Penalty: 3996.930420
	Iteration 31Q: 3 clusters Score -333154.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -333178.500000 Penalty: 3996.930420
	Iteration 32Q: 3 clusters Score -333178.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -333185.531250 Penalty: 3996.930420
	Iteration 33Q: 3 clusters Score -333185.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -333189.718750 Penalty: 3996.930420
	Iteration 34Q: 3 clusters Score -333189.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -333191.500000 Penalty: 3996.930420
	Iteration 35Q: 3 clusters Score -333191.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -333193.625000 Penalty: 3996.930420
	Iteration 36Q: 3 clusters Score -333193.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -333199.250000 Penalty: 3996.930420
	Iteration 37Q: 3 clusters Score -333199.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -333204.875000 Penalty: 3996.930420
	Iteration 38Q: 3 clusters Score -333204.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -333208.468750 Penalty: 3996.930420
	Iteration 39Q: 3 clusters Score -333208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -333210.468750 Penalty: 3996.930420
	Iteration 40F: 3 clusters Score -333210.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -333211.875000 Penalty: 3996.930420
	Iteration 41Q: 3 clusters Score -333211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -333214.312500 Penalty: 3996.930420
	Iteration 42Q: 3 clusters Score -333214.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -333214.312500 Penalty: 3996.930420
	Iteration 43F: 3 clusters Score -333214.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (146089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146089 members 
Entering Unmasked Estep 
Score: -16233760.000000 Penalty: 2949.208984
	Iteration 0F: 2 clusters Score -1.623376e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 72894 members 
Entering Unmasked Estep 
Score: -16136084.000000 Penalty: 5898.417969
	Iteration 0F: 3 clusters Score -1.613608e+07 nChanged 69503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 71949 members 
Entering Unmasked Estep 
Score: -16176070.000000 Penalty: 5898.417969
	Iteration 1F: 3 clusters Score -1.617607e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 71289 members 
Entering Unmasked Estep 
Score: -16177002.000000 Penalty: 5898.417969
	Iteration 2Q: 3 clusters Score -1.6177e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75821 members 
Mstep: Class 2 contains 70268 members 
Entering Unmasked Estep 
Score: -16178114.000000 Penalty: 5898.417969
	Iteration 3Q: 3 clusters Score -1.617811e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -16179699.000000 Penalty: 5898.417969
	Iteration 4Q: 3 clusters Score -1.61797e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79741 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -16182146.000000 Penalty: 5898.417969
	Iteration 5Q: 3 clusters Score -1.618215e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82847 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -16185703.000000 Penalty: 5898.417969
	Iteration 6Q: 3 clusters Score -1.61857e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86660 members 
Mstep: Class 2 contains 59429 members 
Entering Unmasked Estep 
Score: -16190456.000000 Penalty: 5898.417969
	Iteration 7F: 3 clusters Score -1.619046e+07 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91136 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -16196366.000000 Penalty: 5898.417969
	Iteration 8F: 3 clusters Score -1.619637e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95575 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -16202492.000000 Penalty: 5898.417969
	Iteration 9F: 3 clusters Score -1.620249e+07 nChanged 8387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99418 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -16207949.000000 Penalty: 5898.417969
	Iteration 10F: 3 clusters Score -1.620795e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102535 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -16211940.000000 Penalty: 5898.417969
	Iteration 11Q: 3 clusters Score -1.621194e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105144 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -16214390.000000 Penalty: 5898.417969
	Iteration 12Q: 3 clusters Score -1.621439e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107453 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -16215688.000000 Penalty: 5898.417969
	Iteration 13Q: 3 clusters Score -1.621569e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109607 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -16216570.000000 Penalty: 5898.417969
	Iteration 14Q: 3 clusters Score -1.621657e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111801 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -16217467.000000 Penalty: 5898.417969
	Iteration 15Q: 3 clusters Score -1.621747e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114059 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -16218219.000000 Penalty: 5898.417969
	Iteration 16Q: 3 clusters Score -1.621822e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116430 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -16219010.000000 Penalty: 5898.417969
	Iteration 17Q: 3 clusters Score -1.621901e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118764 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -16219630.000000 Penalty: 5898.417969
	Iteration 18Q: 3 clusters Score -1.621963e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121146 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -16220442.000000 Penalty: 5898.417969
	Iteration 19Q: 3 clusters Score -1.622044e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123598 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -16221374.000000 Penalty: 5898.417969
	Iteration 20F: 3 clusters Score -1.622137e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126116 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -16222423.000000 Penalty: 5898.417969
	Iteration 21Q: 3 clusters Score -1.622242e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128616 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -16223463.000000 Penalty: 5898.417969
	Iteration 22Q: 3 clusters Score -1.622346e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130925 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -16224370.000000 Penalty: 5898.417969
	Iteration 23Q: 3 clusters Score -1.622437e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133064 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -16225303.000000 Penalty: 5898.417969
	Iteration 24Q: 3 clusters Score -1.62253e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135086 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -16226234.000000 Penalty: 5898.417969
	Iteration 25Q: 3 clusters Score -1.622623e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137003 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -16227137.000000 Penalty: 5898.417969
	Iteration 26Q: 3 clusters Score -1.622714e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138644 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -16228001.000000 Penalty: 5898.417969
	Iteration 27Q: 3 clusters Score -1.6228e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140068 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -16228791.000000 Penalty: 5898.417969
	Iteration 28Q: 3 clusters Score -1.622879e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141298 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -16229406.000000 Penalty: 5898.417969
	Iteration 29Q: 3 clusters Score -1.622941e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142271 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -16229902.000000 Penalty: 5898.417969
	Iteration 30Q: 3 clusters Score -1.62299e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142984 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -16230247.000000 Penalty: 5898.417969
	Iteration 31Q: 3 clusters Score -1.623025e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143510 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -16230540.000000 Penalty: 5898.417969
	Iteration 32Q: 3 clusters Score -1.623054e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143887 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -16230754.000000 Penalty: 5898.417969
	Iteration 33Q: 3 clusters Score -1.623075e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144161 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -16230898.000000 Penalty: 5898.417969
	Iteration 34Q: 3 clusters Score -1.62309e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144347 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -16230957.000000 Penalty: 5898.417969
	Iteration 35Q: 3 clusters Score -1.623096e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144472 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -16231021.000000 Penalty: 5898.417969
	Iteration 36Q: 3 clusters Score -1.623102e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144553 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -16231066.000000 Penalty: 5898.417969
	Iteration 37Q: 3 clusters Score -1.623107e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144628 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -16231113.000000 Penalty: 5898.417969
	Iteration 38Q: 3 clusters Score -1.623111e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144694 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -16231132.000000 Penalty: 5898.417969
	Iteration 39Q: 3 clusters Score -1.623113e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144759 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -16231158.000000 Penalty: 5898.417969
	Iteration 40F: 3 clusters Score -1.623116e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144810 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -16231188.000000 Penalty: 5898.417969
	Iteration 41Q: 3 clusters Score -1.623119e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144859 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -16231198.000000 Penalty: 5898.417969
	Iteration 42Q: 3 clusters Score -1.62312e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144906 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -16231205.000000 Penalty: 5898.417969
	Iteration 43Q: 3 clusters Score -1.62312e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144946 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -16231224.000000 Penalty: 5898.417969
	Iteration 44Q: 3 clusters Score -1.623122e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144971 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -16231225.000000 Penalty: 5898.417969
	Iteration 45Q: 3 clusters Score -1.623122e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144997 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -16231243.000000 Penalty: 5898.417969
	Iteration 46Q: 3 clusters Score -1.623124e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145026 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -16231276.000000 Penalty: 5898.417969
	Iteration 47Q: 3 clusters Score -1.623128e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145042 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -16231294.000000 Penalty: 5898.417969
	Iteration 48Q: 3 clusters Score -1.623129e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145066 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -16231306.000000 Penalty: 5898.417969
	Iteration 49Q: 3 clusters Score -1.623131e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145081 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -16231296.000000 Penalty: 5898.417969
	Iteration 50Q: 3 clusters Score -1.62313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145091 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -16231296.000000 Penalty: 5898.417969
	Iteration 51Q: 3 clusters Score -1.62313e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145099 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -16231304.000000 Penalty: 5898.417969
	Iteration 52Q: 3 clusters Score -1.62313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145103 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -16231305.000000 Penalty: 5898.417969
	Iteration 53Q: 3 clusters Score -1.62313e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145112 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -16231318.000000 Penalty: 5898.417969
	Iteration 54Q: 3 clusters Score -1.623132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145126 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -16231354.000000 Penalty: 5898.417969
	Iteration 55Q: 3 clusters Score -1.623135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145138 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -16231342.000000 Penalty: 5898.417969
	Iteration 56Q: 3 clusters Score -1.623134e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145143 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -16231356.000000 Penalty: 5898.417969
	Iteration 57Q: 3 clusters Score -1.623136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145147 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -16231346.000000 Penalty: 5898.417969
	Iteration 58Q: 3 clusters Score -1.623135e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145145 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -16231351.000000 Penalty: 5898.417969
	Iteration 59Q: 3 clusters Score -1.623135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145144 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -16231362.000000 Penalty: 5898.417969
	Iteration 60F: 3 clusters Score -1.623136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145142 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16231366.000000 Penalty: 5898.417969
	Iteration 61Q: 3 clusters Score -1.623137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145142 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -16231371.000000 Penalty: 5898.417969
	Iteration 62Q: 3 clusters Score -1.623137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145144 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -16231372.000000 Penalty: 5898.417969
	Iteration 63Q: 3 clusters Score -1.623137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145145 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -16231380.000000 Penalty: 5898.417969
	Iteration 64Q: 3 clusters Score -1.623138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145145 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -16231380.000000 Penalty: 5898.417969
	Iteration 65F: 3 clusters Score -1.623138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Entering Unmasked Estep 
Score: -3883901.000000 Penalty: 2601.021973
	Iteration 0F: 2 clusters Score -3883901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3859603.750000 Penalty: 5202.043945
	Iteration 0F: 3 clusters Score -3859604 nChanged 16340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -3868962.750000 Penalty: 5202.043945
	Iteration 1F: 3 clusters Score -3868963 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -3870009.000000 Penalty: 5202.043945
	Iteration 2F: 3 clusters Score -3870009 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -3871177.000000 Penalty: 5202.043945
	Iteration 3F: 3 clusters Score -3871177 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3872384.750000 Penalty: 5202.043945
	Iteration 4F: 3 clusters Score -3872385 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3873702.000000 Penalty: 5202.043945
	Iteration 5F: 3 clusters Score -3873702 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -3875035.750000 Penalty: 5202.043945
	Iteration 6F: 3 clusters Score -3875036 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -3876146.500000 Penalty: 5202.043945
	Iteration 7F: 3 clusters Score -3876146 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -3876946.500000 Penalty: 5202.043945
	Iteration 8F: 3 clusters Score -3876946 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -3877488.000000 Penalty: 5202.043945
	Iteration 9Q: 3 clusters Score -3877488 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3877821.250000 Penalty: 5202.043945
	Iteration 10Q: 3 clusters Score -3877821 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -3878019.000000 Penalty: 5202.043945
	Iteration 11Q: 3 clusters Score -3878019 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3878104.500000 Penalty: 5202.043945
	Iteration 12Q: 3 clusters Score -3878104 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -3878193.500000 Penalty: 5202.043945
	Iteration 13Q: 3 clusters Score -3878194 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3878222.750000 Penalty: 5202.043945
	Iteration 14Q: 3 clusters Score -3878223 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3878262.250000 Penalty: 5202.043945
	Iteration 15Q: 3 clusters Score -3878262 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3878273.750000 Penalty: 5202.043945
	Iteration 16Q: 3 clusters Score -3878274 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3878297.500000 Penalty: 5202.043945
	Iteration 17Q: 3 clusters Score -3878298 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3878336.750000 Penalty: 5202.043945
	Iteration 18Q: 3 clusters Score -3878337 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3878361.250000 Penalty: 5202.043945
	Iteration 19Q: 3 clusters Score -3878361 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3878377.500000 Penalty: 5202.043945
	Iteration 20F: 3 clusters Score -3878378 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -3878394.250000 Penalty: 5202.043945
	Iteration 21Q: 3 clusters Score -3878394 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3878415.500000 Penalty: 5202.043945
	Iteration 22Q: 3 clusters Score -3878416 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3878442.250000 Penalty: 5202.043945
	Iteration 23Q: 3 clusters Score -3878442 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -3878437.750000 Penalty: 5202.043945
	Iteration 24Q: 3 clusters Score -3878438 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3878449.000000 Penalty: 5202.043945
	Iteration 25Q: 3 clusters Score -3878449 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -3878482.000000 Penalty: 5202.043945
	Iteration 26Q: 3 clusters Score -3878482 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3878499.250000 Penalty: 5202.043945
	Iteration 27Q: 3 clusters Score -3878499 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3878536.000000 Penalty: 5202.043945
	Iteration 28Q: 3 clusters Score -3878536 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3878565.750000 Penalty: 5202.043945
	Iteration 29Q: 3 clusters Score -3878566 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -3878596.000000 Penalty: 5202.043945
	Iteration 30Q: 3 clusters Score -3878596 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3878632.750000 Penalty: 5202.043945
	Iteration 31Q: 3 clusters Score -3878633 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3878657.750000 Penalty: 5202.043945
	Iteration 32Q: 3 clusters Score -3878658 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3878709.500000 Penalty: 5202.043945
	Iteration 33Q: 3 clusters Score -3878710 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3878766.750000 Penalty: 5202.043945
	Iteration 34Q: 3 clusters Score -3878767 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -3878816.750000 Penalty: 5202.043945
	Iteration 35Q: 3 clusters Score -3878817 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -3878897.000000 Penalty: 5202.043945
	Iteration 36Q: 3 clusters Score -3878897 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -3878972.750000 Penalty: 5202.043945
	Iteration 37Q: 3 clusters Score -3878973 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -3879056.750000 Penalty: 5202.043945
	Iteration 38Q: 3 clusters Score -3879057 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3879156.000000 Penalty: 5202.043945
	Iteration 39Q: 3 clusters Score -3879156 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -3879229.750000 Penalty: 5202.043945
	Iteration 40F: 3 clusters Score -3879230 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -3879318.750000 Penalty: 5202.043945
	Iteration 41Q: 3 clusters Score -3879319 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3879421.500000 Penalty: 5202.043945
	Iteration 42Q: 3 clusters Score -3879422 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3879523.000000 Penalty: 5202.043945
	Iteration 43Q: 3 clusters Score -3879523 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -3879626.250000 Penalty: 5202.043945
	Iteration 44Q: 3 clusters Score -3879626 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -3879760.500000 Penalty: 5202.043945
	Iteration 45Q: 3 clusters Score -3879760 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3879837.500000 Penalty: 5202.043945
	Iteration 46Q: 3 clusters Score -3879838 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3879965.000000 Penalty: 5202.043945
	Iteration 47Q: 3 clusters Score -3879965 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3880071.500000 Penalty: 5202.043945
	Iteration 48Q: 3 clusters Score -3880072 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3880165.250000 Penalty: 5202.043945
	Iteration 49Q: 3 clusters Score -3880165 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -3880255.750000 Penalty: 5202.043945
	Iteration 50Q: 3 clusters Score -3880256 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -3880351.000000 Penalty: 5202.043945
	Iteration 51Q: 3 clusters Score -3880351 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -3880449.750000 Penalty: 5202.043945
	Iteration 52Q: 3 clusters Score -3880450 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -3880546.750000 Penalty: 5202.043945
	Iteration 53Q: 3 clusters Score -3880547 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -3880615.000000 Penalty: 5202.043945
	Iteration 54Q: 3 clusters Score -3880615 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -3880701.750000 Penalty: 5202.043945
	Iteration 55Q: 3 clusters Score -3880702 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -3880785.250000 Penalty: 5202.043945
	Iteration 56Q: 3 clusters Score -3880785 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -3880857.000000 Penalty: 5202.043945
	Iteration 57Q: 3 clusters Score -3880857 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -3880934.500000 Penalty: 5202.043945
	Iteration 58Q: 3 clusters Score -3880934 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -3881006.250000 Penalty: 5202.043945
	Iteration 59Q: 3 clusters Score -3881006 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -3881068.750000 Penalty: 5202.043945
	Iteration 60F: 3 clusters Score -3881069 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -3881124.500000 Penalty: 5202.043945
	Iteration 61Q: 3 clusters Score -3881124 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 31354 members 
Entering Unmasked Estep 
Score: -3881161.250000 Penalty: 5202.043945
	Iteration 62Q: 3 clusters Score -3881161 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -3881200.750000 Penalty: 5202.043945
	Iteration 63Q: 3 clusters Score -3881201 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -3881230.500000 Penalty: 5202.043945
	Iteration 64Q: 3 clusters Score -3881230 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -3881262.750000 Penalty: 5202.043945
	Iteration 65Q: 3 clusters Score -3881263 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -3881291.750000 Penalty: 5202.043945
	Iteration 66Q: 3 clusters Score -3881292 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -3881316.750000 Penalty: 5202.043945
	Iteration 67Q: 3 clusters Score -3881317 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -3881334.000000 Penalty: 5202.043945
	Iteration 68Q: 3 clusters Score -3881334 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -3881354.750000 Penalty: 5202.043945
	Iteration 69Q: 3 clusters Score -3881355 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -3881373.500000 Penalty: 5202.043945
	Iteration 70Q: 3 clusters Score -3881374 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -3881392.500000 Penalty: 5202.043945
	Iteration 71Q: 3 clusters Score -3881392 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -3881413.500000 Penalty: 5202.043945
	Iteration 72Q: 3 clusters Score -3881414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -3881432.000000 Penalty: 5202.043945
	Iteration 73Q: 3 clusters Score -3881432 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -3881450.500000 Penalty: 5202.043945
	Iteration 74Q: 3 clusters Score -3881450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -3881477.250000 Penalty: 5202.043945
	Iteration 75Q: 3 clusters Score -3881477 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -3881493.500000 Penalty: 5202.043945
	Iteration 76Q: 3 clusters Score -3881494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -3881506.750000 Penalty: 5202.043945
	Iteration 77Q: 3 clusters Score -3881507 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -3881510.500000 Penalty: 5202.043945
	Iteration 78Q: 3 clusters Score -3881510 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -3881529.000000 Penalty: 5202.043945
	Iteration 79Q: 3 clusters Score -3881529 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -3881531.500000 Penalty: 5202.043945
	Iteration 80F: 3 clusters Score -3881532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -3881545.000000 Penalty: 5202.043945
	Iteration 81Q: 3 clusters Score -3881545 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -3881568.000000 Penalty: 5202.043945
	Iteration 82Q: 3 clusters Score -3881568 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -3881574.500000 Penalty: 5202.043945
	Iteration 83Q: 3 clusters Score -3881574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -3881579.250000 Penalty: 5202.043945
	Iteration 84Q: 3 clusters Score -3881579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -3881582.750000 Penalty: 5202.043945
	Iteration 85Q: 3 clusters Score -3881583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -3881591.000000 Penalty: 5202.043945
	Iteration 86Q: 3 clusters Score -3881591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -3881599.500000 Penalty: 5202.043945
	Iteration 87Q: 3 clusters Score -3881600 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -3881616.500000 Penalty: 5202.043945
	Iteration 88Q: 3 clusters Score -3881616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -3881630.000000 Penalty: 5202.043945
	Iteration 89Q: 3 clusters Score -3881630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -3881640.500000 Penalty: 5202.043945
	Iteration 90Q: 3 clusters Score -3881640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -3881639.500000 Penalty: 5202.043945
	Iteration 91Q: 3 clusters Score -3881640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -3881646.000000 Penalty: 5202.043945
	Iteration 92Q: 3 clusters Score -3881646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -3881657.500000 Penalty: 5202.043945
	Iteration 93Q: 3 clusters Score -3881658 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -3881672.000000 Penalty: 5202.043945
	Iteration 94Q: 3 clusters Score -3881672 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -3881674.000000 Penalty: 5202.043945
	Iteration 95Q: 3 clusters Score -3881674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -3881686.500000 Penalty: 5202.043945
	Iteration 96Q: 3 clusters Score -3881686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -3881695.750000 Penalty: 5202.043945
	Iteration 97Q: 3 clusters Score -3881696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -3881720.000000 Penalty: 5202.043945
	Iteration 98Q: 3 clusters Score -3881720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -3881730.250000 Penalty: 5202.043945
	Iteration 99Q: 3 clusters Score -3881730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -3881751.500000 Penalty: 5202.043945
	Iteration 100F: 3 clusters Score -3881752 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -3881771.500000 Penalty: 5202.043945
	Iteration 101Q: 3 clusters Score -3881772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -3881783.250000 Penalty: 5202.043945
	Iteration 102Q: 3 clusters Score -3881783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -3881785.250000 Penalty: 5202.043945
	Iteration 103Q: 3 clusters Score -3881785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -3881800.000000 Penalty: 5202.043945
	Iteration 104Q: 3 clusters Score -3881800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -3881810.000000 Penalty: 5202.043945
	Iteration 105Q: 3 clusters Score -3881810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -3881822.500000 Penalty: 5202.043945
	Iteration 106Q: 3 clusters Score -3881822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -3881822.000000 Penalty: 5202.043945
	Iteration 107Q: 3 clusters Score -3881822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -3881831.250000 Penalty: 5202.043945
	Iteration 108Q: 3 clusters Score -3881831 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -3881832.750000 Penalty: 5202.043945
	Iteration 109Q: 3 clusters Score -3881833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -3881834.750000 Penalty: 5202.043945
	Iteration 110Q: 3 clusters Score -3881835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -3881842.500000 Penalty: 5202.043945
	Iteration 111Q: 3 clusters Score -3881842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -3881843.000000 Penalty: 5202.043945
	Iteration 112Q: 3 clusters Score -3881843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -3881849.500000 Penalty: 5202.043945
	Iteration 113Q: 3 clusters Score -3881850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -3881856.500000 Penalty: 5202.043945
	Iteration 114Q: 3 clusters Score -3881856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -3881850.500000 Penalty: 5202.043945
	Iteration 115Q: 3 clusters Score -3881850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -3881860.250000 Penalty: 5202.043945
	Iteration 116Q: 3 clusters Score -3881860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -3881857.750000 Penalty: 5202.043945
	Iteration 117Q: 3 clusters Score -3881858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -3881860.250000 Penalty: 5202.043945
	Iteration 118Q: 3 clusters Score -3881860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -3881855.750000 Penalty: 5202.043945
	Iteration 119Q: 3 clusters Score -3881856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -3881860.500000 Penalty: 5202.043945
	Iteration 120F: 3 clusters Score -3881860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -3881863.750000 Penalty: 5202.043945
	Iteration 121Q: 3 clusters Score -3881864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -3881864.750000 Penalty: 5202.043945
	Iteration 122Q: 3 clusters Score -3881865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -3881863.250000 Penalty: 5202.043945
	Iteration 123Q: 3 clusters Score -3881863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -3881862.500000 Penalty: 5202.043945
	Iteration 124Q: 3 clusters Score -3881862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -3881867.500000 Penalty: 5202.043945
	Iteration 125Q: 3 clusters Score -3881868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -3881868.750000 Penalty: 5202.043945
	Iteration 126Q: 3 clusters Score -3881869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -3881873.250000 Penalty: 5202.043945
	Iteration 127Q: 3 clusters Score -3881873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -3881870.500000 Penalty: 5202.043945
	Iteration 128Q: 3 clusters Score -3881870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -3881870.000000 Penalty: 5202.043945
	Iteration 129Q: 3 clusters Score -3881870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -3881871.750000 Penalty: 5202.043945
	Iteration 130Q: 3 clusters Score -3881872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -3881871.500000 Penalty: 5202.043945
	Iteration 131Q: 3 clusters Score -3881872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -3881870.500000 Penalty: 5202.043945
	Iteration 132Q: 3 clusters Score -3881870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -3881871.250000 Penalty: 5202.043945
	Iteration 133Q: 3 clusters Score -3881871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -3881870.500000 Penalty: 5202.043945
	Iteration 134Q: 3 clusters Score -3881870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -3881873.250000 Penalty: 5202.043945
	Iteration 135Q: 3 clusters Score -3881873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -3881875.750000 Penalty: 5202.043945
	Iteration 136Q: 3 clusters Score -3881876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -3881876.500000 Penalty: 5202.043945
	Iteration 137Q: 3 clusters Score -3881876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -3881885.000000 Penalty: 5202.043945
	Iteration 138Q: 3 clusters Score -3881885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -3881881.000000 Penalty: 5202.043945
	Iteration 139Q: 3 clusters Score -3881881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -3881885.500000 Penalty: 5202.043945
	Iteration 140F: 3 clusters Score -3881886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -3881883.500000 Penalty: 5202.043945
	Iteration 141Q: 3 clusters Score -3881884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -3881887.500000 Penalty: 5202.043945
	Iteration 142Q: 3 clusters Score -3881888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -3881882.000000 Penalty: 5202.043945
	Iteration 143Q: 3 clusters Score -3881882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -3881884.750000 Penalty: 5202.043945
	Iteration 144Q: 3 clusters Score -3881885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -3881885.500000 Penalty: 5202.043945
	Iteration 145Q: 3 clusters Score -3881886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -3881895.500000 Penalty: 5202.043945
	Iteration 146Q: 3 clusters Score -3881896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -3881895.500000 Penalty: 5202.043945
	Iteration 147Q: 3 clusters Score -3881896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -3881905.000000 Penalty: 5202.043945
	Iteration 148Q: 3 clusters Score -3881905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -3881907.500000 Penalty: 5202.043945
	Iteration 149Q: 3 clusters Score -3881908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -3881909.500000 Penalty: 5202.043945
	Iteration 150Q: 3 clusters Score -3881910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -3881913.000000 Penalty: 5202.043945
	Iteration 151Q: 3 clusters Score -3881913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -3881914.000000 Penalty: 5202.043945
	Iteration 152Q: 3 clusters Score -3881914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -3881913.500000 Penalty: 5202.043945
	Iteration 153Q: 3 clusters Score -3881914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -3881913.250000 Penalty: 5202.043945
	Iteration 154Q: 3 clusters Score -3881913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -3881917.750000 Penalty: 5202.043945
	Iteration 155Q: 3 clusters Score -3881918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -3881915.500000 Penalty: 5202.043945
	Iteration 156Q: 3 clusters Score -3881916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -3881919.500000 Penalty: 5202.043945
	Iteration 157Q: 3 clusters Score -3881920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -3881916.500000 Penalty: 5202.043945
	Iteration 158Q: 3 clusters Score -3881916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -3881917.500000 Penalty: 5202.043945
	Iteration 159Q: 3 clusters Score -3881918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -3881923.250000 Penalty: 5202.043945
	Iteration 160F: 3 clusters Score -3881923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -3881923.250000 Penalty: 5202.043945
	Iteration 161Q: 3 clusters Score -3881923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -3881923.250000 Penalty: 5202.043945
	Iteration 162F: 3 clusters Score -3881923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Entering Unmasked Estep 
Score: -429338.031250 Penalty: 2051.026855
	Iteration 0F: 2 clusters Score -429338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -425516.406250 Penalty: 4102.053711
	Iteration 0F: 3 clusters Score -425516.4 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -426314.343750 Penalty: 4102.053711
	Iteration 1F: 3 clusters Score -426314.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -426497.531250 Penalty: 4102.053711
	Iteration 2F: 3 clusters Score -426497.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -426619.312500 Penalty: 4102.053711
	Iteration 3Q: 3 clusters Score -426619.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -426705.093750 Penalty: 4102.053711
	Iteration 4Q: 3 clusters Score -426705.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -426765.093750 Penalty: 4102.053711
	Iteration 5Q: 3 clusters Score -426765.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -426823.750000 Penalty: 4102.053711
	Iteration 6Q: 3 clusters Score -426823.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -426891.156250 Penalty: 4102.053711
	Iteration 7Q: 3 clusters Score -426891.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -427004.593750 Penalty: 4102.053711
	Iteration 8Q: 3 clusters Score -427004.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -427181.187500 Penalty: 4102.053711
	Iteration 9Q: 3 clusters Score -427181.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -427431.093750 Penalty: 4102.053711
	Iteration 10Q: 3 clusters Score -427431.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -427694.812500 Penalty: 4102.053711
	Iteration 11Q: 3 clusters Score -427694.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -427906.812500 Penalty: 4102.053711
	Iteration 12Q: 3 clusters Score -427906.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -428063.093750 Penalty: 4102.053711
	Iteration 13Q: 3 clusters Score -428063.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -428205.531250 Penalty: 4102.053711
	Iteration 14Q: 3 clusters Score -428205.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -428348.312500 Penalty: 4102.053711
	Iteration 15Q: 3 clusters Score -428348.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -428477.312500 Penalty: 4102.053711
	Iteration 16Q: 3 clusters Score -428477.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -428593.062500 Penalty: 4102.053711
	Iteration 17Q: 3 clusters Score -428593.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -428682.468750 Penalty: 4102.053711
	Iteration 18Q: 3 clusters Score -428682.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -428741.937500 Penalty: 4102.053711
	Iteration 19Q: 3 clusters Score -428741.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -428774.406250 Penalty: 4102.053711
	Iteration 20F: 3 clusters Score -428774.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -428796.781250 Penalty: 4102.053711
	Iteration 21Q: 3 clusters Score -428796.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -428814.093750 Penalty: 4102.053711
	Iteration 22Q: 3 clusters Score -428814.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -428833.531250 Penalty: 4102.053711
	Iteration 23Q: 3 clusters Score -428833.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -428848.843750 Penalty: 4102.053711
	Iteration 24Q: 3 clusters Score -428848.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -428860.625000 Penalty: 4102.053711
	Iteration 25Q: 3 clusters Score -428860.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -428870.625000 Penalty: 4102.053711
	Iteration 26Q: 3 clusters Score -428870.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -428883.562500 Penalty: 4102.053711
	Iteration 27Q: 3 clusters Score -428883.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -428892.375000 Penalty: 4102.053711
	Iteration 28Q: 3 clusters Score -428892.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -428898.375000 Penalty: 4102.053711
	Iteration 29Q: 3 clusters Score -428898.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -428903.187500 Penalty: 4102.053711
	Iteration 30Q: 3 clusters Score -428903.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -428909.656250 Penalty: 4102.053711
	Iteration 31Q: 3 clusters Score -428909.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -428911.406250 Penalty: 4102.053711
	Iteration 32Q: 3 clusters Score -428911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -428916.375000 Penalty: 4102.053711
	Iteration 33Q: 3 clusters Score -428916.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -428920.531250 Penalty: 4102.053711
	Iteration 34Q: 3 clusters Score -428920.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -428924.437500 Penalty: 4102.053711
	Iteration 35Q: 3 clusters Score -428924.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -428928.343750 Penalty: 4102.053711
	Iteration 36Q: 3 clusters Score -428928.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -428935.812500 Penalty: 4102.053711
	Iteration 37Q: 3 clusters Score -428935.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -428947.406250 Penalty: 4102.053711
	Iteration 38Q: 3 clusters Score -428947.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -428959.250000 Penalty: 4102.053711
	Iteration 39Q: 3 clusters Score -428959.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -428974.968750 Penalty: 4102.053711
	Iteration 40F: 3 clusters Score -428975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -428997.812500 Penalty: 4102.053711
	Iteration 41Q: 3 clusters Score -428997.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -429014.750000 Penalty: 4102.053711
	Iteration 42Q: 3 clusters Score -429014.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -429041.468750 Penalty: 4102.053711
	Iteration 43Q: 3 clusters Score -429041.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -429062.281250 Penalty: 4102.053711
	Iteration 44Q: 3 clusters Score -429062.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -429070.062500 Penalty: 4102.053711
	Iteration 45Q: 3 clusters Score -429070.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -429077.000000 Penalty: 4102.053711
	Iteration 46Q: 3 clusters Score -429077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -429081.968750 Penalty: 4102.053711
	Iteration 47Q: 3 clusters Score -429082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -429084.437500 Penalty: 4102.053711
	Iteration 48Q: 3 clusters Score -429084.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -429085.093750 Penalty: 4102.053711
	Iteration 49Q: 3 clusters Score -429085.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -429087.812500 Penalty: 4102.053711
	Iteration 50Q: 3 clusters Score -429087.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -429088.468750 Penalty: 4102.053711
	Iteration 51Q: 3 clusters Score -429088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -429089.812500 Penalty: 4102.053711
	Iteration 52Q: 3 clusters Score -429089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -429089.812500 Penalty: 4102.053711
	Iteration 53F: 3 clusters Score -429089.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Entering Unmasked Estep 
Score: -4067202.500000 Penalty: 2607.313721
	Iteration 0F: 2 clusters Score -4067202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -4042051.500000 Penalty: 5214.627441
	Iteration 0F: 3 clusters Score -4042052 nChanged 16787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -4051541.500000 Penalty: 5214.627441
	Iteration 1F: 3 clusters Score -4051542 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -4052427.500000 Penalty: 5214.627441
	Iteration 2Q: 3 clusters Score -4052428 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -4053828.750000 Penalty: 5214.627441
	Iteration 3F: 3 clusters Score -4053829 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -4055818.000000 Penalty: 5214.627441
	Iteration 4F: 3 clusters Score -4055818 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -4058357.250000 Penalty: 5214.627441
	Iteration 5F: 3 clusters Score -4058357 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -4060869.250000 Penalty: 5214.627441
	Iteration 6F: 3 clusters Score -4060869 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -4062953.250000 Penalty: 5214.627441
	Iteration 7F: 3 clusters Score -4062953 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -4064387.000000 Penalty: 5214.627441
	Iteration 8F: 3 clusters Score -4064387 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -4065283.500000 Penalty: 5214.627441
	Iteration 9Q: 3 clusters Score -4065284 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -4065944.250000 Penalty: 5214.627441
	Iteration 10Q: 3 clusters Score -4065944 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4066543.000000 Penalty: 5214.627441
	Iteration 11Q: 3 clusters Score -4066543 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -4067125.000000 Penalty: 5214.627441
	Iteration 12Q: 3 clusters Score -4067125 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -4067529.750000 Penalty: 5214.627441
	Iteration 13Q: 3 clusters Score -4067530 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -4067771.500000 Penalty: 5214.627441
	Iteration 14Q: 3 clusters Score -4067772 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -4067885.000000 Penalty: 5214.627441
	Iteration 15Q: 3 clusters Score -4067885 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -4067955.250000 Penalty: 5214.627441
	Iteration 16Q: 3 clusters Score -4067955 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -4068000.500000 Penalty: 5214.627441
	Iteration 17Q: 3 clusters Score -4068000 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -4068039.500000 Penalty: 5214.627441
	Iteration 18Q: 3 clusters Score -4068040 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -4068077.750000 Penalty: 5214.627441
	Iteration 19Q: 3 clusters Score -4068078 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -4068105.750000 Penalty: 5214.627441
	Iteration 20F: 3 clusters Score -4068106 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -4068124.250000 Penalty: 5214.627441
	Iteration 21Q: 3 clusters Score -4068124 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -4068139.000000 Penalty: 5214.627441
	Iteration 22Q: 3 clusters Score -4068139 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -4068146.250000 Penalty: 5214.627441
	Iteration 23Q: 3 clusters Score -4068146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -4068157.250000 Penalty: 5214.627441
	Iteration 24Q: 3 clusters Score -4068157 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -4068161.000000 Penalty: 5214.627441
	Iteration 25Q: 3 clusters Score -4068161 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -4068159.250000 Penalty: 5214.627441
	Iteration 26Q: 3 clusters Score -4068159 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4068173.250000 Penalty: 5214.627441
	Iteration 27Q: 3 clusters Score -4068173 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -4068184.750000 Penalty: 5214.627441
	Iteration 28Q: 3 clusters Score -4068185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -4068174.250000 Penalty: 5214.627441
	Iteration 29Q: 3 clusters Score -4068174 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -4068179.000000 Penalty: 5214.627441
	Iteration 30Q: 3 clusters Score -4068179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4068186.250000 Penalty: 5214.627441
	Iteration 31Q: 3 clusters Score -4068186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -4068192.750000 Penalty: 5214.627441
	Iteration 32Q: 3 clusters Score -4068193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4068194.250000 Penalty: 5214.627441
	Iteration 33Q: 3 clusters Score -4068194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -4068187.500000 Penalty: 5214.627441
	Iteration 34Q: 3 clusters Score -4068188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -4068186.250000 Penalty: 5214.627441
	Iteration 35Q: 3 clusters Score -4068186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -4068182.750000 Penalty: 5214.627441
	Iteration 36Q: 3 clusters Score -4068183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -4068190.250000 Penalty: 5214.627441
	Iteration 37Q: 3 clusters Score -4068190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -4068191.500000 Penalty: 5214.627441
	Iteration 38Q: 3 clusters Score -4068192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -4068188.250000 Penalty: 5214.627441
	Iteration 39Q: 3 clusters Score -4068188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -4068187.500000 Penalty: 5214.627441
	Iteration 40F: 3 clusters Score -4068188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -4068186.750000 Penalty: 5214.627441
	Iteration 41Q: 3 clusters Score -4068187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -4068185.250000 Penalty: 5214.627441
	Iteration 42Q: 3 clusters Score -4068185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -4068185.250000 Penalty: 5214.627441
	Iteration 43Q: 3 clusters Score -4068185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -4068187.250000 Penalty: 5214.627441
	Iteration 44Q: 3 clusters Score -4068187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -4068186.500000 Penalty: 5214.627441
	Iteration 45Q: 3 clusters Score -4068186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -4068186.750000 Penalty: 5214.627441
	Iteration 46Q: 3 clusters Score -4068187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -4068191.500000 Penalty: 5214.627441
	Iteration 47Q: 3 clusters Score -4068192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -4068193.000000 Penalty: 5214.627441
	Iteration 48Q: 3 clusters Score -4068193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -4068190.000000 Penalty: 5214.627441
	Iteration 49Q: 3 clusters Score -4068190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -4068186.750000 Penalty: 5214.627441
	Iteration 50Q: 3 clusters Score -4068187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -4068187.750000 Penalty: 5214.627441
	Iteration 51Q: 3 clusters Score -4068188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -4068188.000000 Penalty: 5214.627441
	Iteration 52Q: 3 clusters Score -4068188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -4068188.000000 Penalty: 5214.627441
	Iteration 53F: 3 clusters Score -4068188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 27033 members 
Mstep: Class 4 contains 21234 members 
Mstep: Class 5 contains 24329 members 
Mstep: Class 6 contains 300245 members 
Mstep: Class 7 contains 109367 members 
Mstep: Class 8 contains 23383 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 11 contains 146089 members 
Mstep: Class 12 contains 35882 members 
Mstep: Class 13 contains 3906 members 
Mstep: Class 14 contains 13421 members 
Mstep: Class 16 contains 6231 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 10397 members 
Mstep: Class 20 contains 67091 members 
Mstep: Class 21 contains 19974 members 
Mstep: Class 22 contains 3696 members 
Mstep: Class 23 contains 1577 members 
Entering Unmasked Estep 
Score: -97995416.000000 Penalty: 68007.921875
Splitting cluster 14 changes total score from -97953360.000000 to -97995416.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 16 (6231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Entering Unmasked Estep 
Score: -590473.125000 Penalty: 2166.848389
	Iteration 0F: 2 clusters Score -590473.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -585220.875000 Penalty: 4333.696777
	Iteration 0F: 3 clusters Score -585220.9 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -586623.187500 Penalty: 4333.696777
	Iteration 1F: 3 clusters Score -586623.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -586998.062500 Penalty: 4333.696777
	Iteration 2F: 3 clusters Score -586998.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -587384.000000 Penalty: 4333.696777
	Iteration 3F: 3 clusters Score -587384 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -587766.375000 Penalty: 4333.696777
	Iteration 4F: 3 clusters Score -587766.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -588151.187500 Penalty: 4333.696777
	Iteration 5F: 3 clusters Score -588151.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -588585.750000 Penalty: 4333.696777
	Iteration 6F: 3 clusters Score -588585.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -589100.125000 Penalty: 4333.696777
	Iteration 7F: 3 clusters Score -589100.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -589523.812500 Penalty: 4333.696777
	Iteration 8F: 3 clusters Score -589523.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -589797.062500 Penalty: 4333.696777
	Iteration 9F: 3 clusters Score -589797.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -589930.375000 Penalty: 4333.696777
	Iteration 10Q: 3 clusters Score -589930.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -589995.500000 Penalty: 4333.696777
	Iteration 11Q: 3 clusters Score -589995.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -590024.375000 Penalty: 4333.696777
	Iteration 12Q: 3 clusters Score -590024.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -590043.437500 Penalty: 4333.696777
	Iteration 13Q: 3 clusters Score -590043.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -590056.375000 Penalty: 4333.696777
	Iteration 14Q: 3 clusters Score -590056.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -590060.750000 Penalty: 4333.696777
	Iteration 15Q: 3 clusters Score -590060.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -590064.375000 Penalty: 4333.696777
	Iteration 16Q: 3 clusters Score -590064.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -590063.187500 Penalty: 4333.696777
	Iteration 17Q: 3 clusters Score -590063.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -590066.000000 Penalty: 4333.696777
	Iteration 18Q: 3 clusters Score -590066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -590069.437500 Penalty: 4333.696777
	Iteration 19Q: 3 clusters Score -590069.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -590070.562500 Penalty: 4333.696777
	Iteration 20F: 3 clusters Score -590070.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -590072.312500 Penalty: 4333.696777
	Iteration 21Q: 3 clusters Score -590072.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -590073.750000 Penalty: 4333.696777
	Iteration 22Q: 3 clusters Score -590073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -590074.562500 Penalty: 4333.696777
	Iteration 23Q: 3 clusters Score -590074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -590073.937500 Penalty: 4333.696777
	Iteration 24Q: 3 clusters Score -590073.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -590075.500000 Penalty: 4333.696777
	Iteration 25Q: 3 clusters Score -590075.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -590074.937500 Penalty: 4333.696777
	Iteration 26Q: 3 clusters Score -590074.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -590074.625000 Penalty: 4333.696777
	Iteration 27Q: 3 clusters Score -590074.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -590074.625000 Penalty: 4333.696777
	Iteration 28F: 3 clusters Score -590074.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -202391.562500 Penalty: 1914.674561
	Iteration 0F: 2 clusters Score -202391.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -199870.296875 Penalty: 3829.349121
	Iteration 0F: 3 clusters Score -199870.3 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -201134.125000 Penalty: 3829.349121
	Iteration 1F: 3 clusters Score -201134.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -202182.812500 Penalty: 3829.349121
	Iteration 2F: 3 clusters Score -202182.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -203397.484375 Penalty: 3829.349121
	Iteration 3F: 3 clusters Score -203397.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -204007.593750 Penalty: 3829.349121
	Iteration 4F: 3 clusters Score -204007.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -204353.296875 Penalty: 3829.349121
	Iteration 5Q: 3 clusters Score -204353.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -204680.609375 Penalty: 3829.349121
	Iteration 6Q: 3 clusters Score -204680.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -204761.546875 Penalty: 3829.349121
	Iteration 7Q: 3 clusters Score -204761.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -204838.562500 Penalty: 3829.349121
	Iteration 8Q: 3 clusters Score -204838.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -204874.500000 Penalty: 3829.349121
	Iteration 9Q: 3 clusters Score -204874.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -204883.765625 Penalty: 3829.349121
	Iteration 10Q: 3 clusters Score -204883.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -204886.437500 Penalty: 3829.349121
	Iteration 11Q: 3 clusters Score -204886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -204887.328125 Penalty: 3829.349121
	Iteration 12Q: 3 clusters Score -204887.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -204887.437500 Penalty: 3829.349121
	Iteration 13F: 3 clusters Score -204887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -204888.000000 Penalty: 3829.349121
	Iteration 14Q: 3 clusters Score -204888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -204888.000000 Penalty: 3829.349121
	Iteration 15F: 3 clusters Score -204888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 27033 members 
Mstep: Class 4 contains 21234 members 
Mstep: Class 5 contains 24329 members 
Mstep: Class 6 contains 300245 members 
Mstep: Class 7 contains 109367 members 
Mstep: Class 8 contains 23383 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 146089 members 
Mstep: Class 12 contains 35882 members 
Mstep: Class 13 contains 3906 members 
Mstep: Class 14 contains 13421 members 
Mstep: Class 16 contains 6231 members 
Mstep: Class 18 contains 1316 members 
Mstep: Class 19 contains 10397 members 
Mstep: Class 20 contains 67091 members 
Mstep: Class 21 contains 19974 members 
Mstep: Class 22 contains 3696 members 
Mstep: Class 23 contains 1577 members 
Entering Unmasked Estep 
Score: -97996456.000000 Penalty: 71408.312500
Splitting cluster 18 changes total score from -97953360.000000 to -97996456.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 19 (10397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Entering Unmasked Estep 
Score: -1162597.625000 Penalty: 2293.819580
	Iteration 0F: 2 clusters Score -1162598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1154633.125000 Penalty: 4587.639160
	Iteration 0F: 3 clusters Score -1154633 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1156937.250000 Penalty: 4587.639160
	Iteration 1F: 3 clusters Score -1156937 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1157253.875000 Penalty: 4587.639160
	Iteration 2F: 3 clusters Score -1157254 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1157550.625000 Penalty: 4587.639160
	Iteration 3F: 3 clusters Score -1157551 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1157853.875000 Penalty: 4587.639160
	Iteration 4F: 3 clusters Score -1157854 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1158171.000000 Penalty: 4587.639160
	Iteration 5Q: 3 clusters Score -1158171 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1158538.625000 Penalty: 4587.639160
	Iteration 6F: 3 clusters Score -1158539 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1158920.875000 Penalty: 4587.639160
	Iteration 7F: 3 clusters Score -1158921 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1159307.625000 Penalty: 4587.639160
	Iteration 8Q: 3 clusters Score -1159308 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1159677.375000 Penalty: 4587.639160
	Iteration 9Q: 3 clusters Score -1159677 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1159973.750000 Penalty: 4587.639160
	Iteration 10Q: 3 clusters Score -1159974 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1160179.000000 Penalty: 4587.639160
	Iteration 11Q: 3 clusters Score -1160179 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1160343.000000 Penalty: 4587.639160
	Iteration 12Q: 3 clusters Score -1160343 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1160457.500000 Penalty: 4587.639160
	Iteration 13Q: 3 clusters Score -1160458 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1160529.375000 Penalty: 4587.639160
	Iteration 14Q: 3 clusters Score -1160529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1160562.750000 Penalty: 4587.639160
	Iteration 15Q: 3 clusters Score -1160563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1160582.250000 Penalty: 4587.639160
	Iteration 16Q: 3 clusters Score -1160582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1160591.375000 Penalty: 4587.639160
	Iteration 17Q: 3 clusters Score -1160591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1160598.875000 Penalty: 4587.639160
	Iteration 18Q: 3 clusters Score -1160599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1160605.750000 Penalty: 4587.639160
	Iteration 19Q: 3 clusters Score -1160606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1160609.375000 Penalty: 4587.639160
	Iteration 20F: 3 clusters Score -1160609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1160618.875000 Penalty: 4587.639160
	Iteration 21Q: 3 clusters Score -1160619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1160626.750000 Penalty: 4587.639160
	Iteration 22Q: 3 clusters Score -1160627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1160630.500000 Penalty: 4587.639160
	Iteration 23Q: 3 clusters Score -1160630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1160634.375000 Penalty: 4587.639160
	Iteration 24Q: 3 clusters Score -1160634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1160636.625000 Penalty: 4587.639160
	Iteration 25Q: 3 clusters Score -1160637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1160640.000000 Penalty: 4587.639160
	Iteration 26Q: 3 clusters Score -1160640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1160641.750000 Penalty: 4587.639160
	Iteration 27Q: 3 clusters Score -1160642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1160643.625000 Penalty: 4587.639160
	Iteration 28Q: 3 clusters Score -1160644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1160644.250000 Penalty: 4587.639160
	Iteration 29Q: 3 clusters Score -1160644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1160645.125000 Penalty: 4587.639160
	Iteration 30Q: 3 clusters Score -1160645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1160644.625000 Penalty: 4587.639160
	Iteration 31Q: 3 clusters Score -1160645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1160644.625000 Penalty: 4587.639160
	Iteration 32F: 3 clusters Score -1160645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (67091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Entering Unmasked Estep 
Score: -7548318.500000 Penalty: 2756.223633
	Iteration 0F: 2 clusters Score -7548318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 33857 members 
Entering Unmasked Estep 
Score: -7503191.000000 Penalty: 5512.447266
	Iteration 0F: 3 clusters Score -7503191 nChanged 31491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -7520915.500000 Penalty: 5512.447266
	Iteration 1F: 3 clusters Score -7520916 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -7521789.000000 Penalty: 5512.447266
	Iteration 2Q: 3 clusters Score -7521789 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -7523012.000000 Penalty: 5512.447266
	Iteration 3Q: 3 clusters Score -7523012 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -7525023.000000 Penalty: 5512.447266
	Iteration 4F: 3 clusters Score -7525023 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -7528428.500000 Penalty: 5512.447266
	Iteration 5F: 3 clusters Score -7528428 nChanged 5792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -7533340.000000 Penalty: 5512.447266
	Iteration 6F: 3 clusters Score -7533340 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -7538809.000000 Penalty: 5512.447266
	Iteration 7F: 3 clusters Score -7538809 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -7542907.500000 Penalty: 5512.447266
	Iteration 8F: 3 clusters Score -7542908 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 65997 members 
Entering Unmasked Estep 
Score: -7544738.500000 Penalty: 5512.447266
	Iteration 9Q: 3 clusters Score -7544738 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 66656 members 
Entering Unmasked Estep 
Score: -7545405.500000 Penalty: 5512.447266
	Iteration 10Q: 3 clusters Score -7545406 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -7545639.500000 Penalty: 5512.447266
	Iteration 11Q: 3 clusters Score -7545640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 66872 members 
Entering Unmasked Estep 
Score: -7545722.000000 Penalty: 5512.447266
	Iteration 12Q: 3 clusters Score -7545722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -7545767.000000 Penalty: 5512.447266
	Iteration 13Q: 3 clusters Score -7545767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -7545792.500000 Penalty: 5512.447266
	Iteration 14Q: 3 clusters Score -7545792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -7545817.500000 Penalty: 5512.447266
	Iteration 15Q: 3 clusters Score -7545818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -7545830.500000 Penalty: 5512.447266
	Iteration 16Q: 3 clusters Score -7545830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -7545832.000000 Penalty: 5512.447266
	Iteration 17Q: 3 clusters Score -7545832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -7545834.000000 Penalty: 5512.447266
	Iteration 18Q: 3 clusters Score -7545834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 66909 members 
Entering Unmasked Estep 
Score: -7545834.000000 Penalty: 5512.447266
	Iteration 19F: 3 clusters Score -7545834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Entering Unmasked Estep 
Score: -2272606.000000 Penalty: 2455.742188
	Iteration 0F: 2 clusters Score -2272606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2258586.250000 Penalty: 4911.484375
	Iteration 0F: 3 clusters Score -2258586 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2263218.000000 Penalty: 4911.484375
	Iteration 1F: 3 clusters Score -2263218 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -2263555.500000 Penalty: 4911.484375
	Iteration 2F: 3 clusters Score -2263556 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2263820.000000 Penalty: 4911.484375
	Iteration 3Q: 3 clusters Score -2263820 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2264066.250000 Penalty: 4911.484375
	Iteration 4Q: 3 clusters Score -2264066 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2264312.000000 Penalty: 4911.484375
	Iteration 5Q: 3 clusters Score -2264312 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2264548.250000 Penalty: 4911.484375
	Iteration 6Q: 3 clusters Score -2264548 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2264782.750000 Penalty: 4911.484375
	Iteration 7Q: 3 clusters Score -2264783 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2265014.250000 Penalty: 4911.484375
	Iteration 8Q: 3 clusters Score -2265014 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2265288.250000 Penalty: 4911.484375
	Iteration 9Q: 3 clusters Score -2265288 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2265555.250000 Penalty: 4911.484375
	Iteration 10Q: 3 clusters Score -2265555 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2265855.500000 Penalty: 4911.484375
	Iteration 11Q: 3 clusters Score -2265856 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2266265.500000 Penalty: 4911.484375
	Iteration 12Q: 3 clusters Score -2266266 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2266749.750000 Penalty: 4911.484375
	Iteration 13Q: 3 clusters Score -2266750 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2267255.250000 Penalty: 4911.484375
	Iteration 14Q: 3 clusters Score -2267255 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2267733.750000 Penalty: 4911.484375
	Iteration 15Q: 3 clusters Score -2267734 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2268151.750000 Penalty: 4911.484375
	Iteration 16Q: 3 clusters Score -2268152 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2268374.000000 Penalty: 4911.484375
	Iteration 17Q: 3 clusters Score -2268374 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2268505.500000 Penalty: 4911.484375
	Iteration 18Q: 3 clusters Score -2268506 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2268571.500000 Penalty: 4911.484375
	Iteration 19Q: 3 clusters Score -2268572 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2268615.750000 Penalty: 4911.484375
	Iteration 20F: 3 clusters Score -2268616 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2268660.750000 Penalty: 4911.484375
	Iteration 21Q: 3 clusters Score -2268661 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -2268689.000000 Penalty: 4911.484375
	Iteration 22Q: 3 clusters Score -2268689 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2268716.500000 Penalty: 4911.484375
	Iteration 23Q: 3 clusters Score -2268716 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2268731.250000 Penalty: 4911.484375
	Iteration 24Q: 3 clusters Score -2268731 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2268755.750000 Penalty: 4911.484375
	Iteration 25Q: 3 clusters Score -2268756 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2268771.250000 Penalty: 4911.484375
	Iteration 26Q: 3 clusters Score -2268771 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2268796.000000 Penalty: 4911.484375
	Iteration 27Q: 3 clusters Score -2268796 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -2268802.500000 Penalty: 4911.484375
	Iteration 28Q: 3 clusters Score -2268802 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2268819.250000 Penalty: 4911.484375
	Iteration 29Q: 3 clusters Score -2268819 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2268828.500000 Penalty: 4911.484375
	Iteration 30Q: 3 clusters Score -2268828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2268838.500000 Penalty: 4911.484375
	Iteration 31Q: 3 clusters Score -2268838 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2268851.250000 Penalty: 4911.484375
	Iteration 32Q: 3 clusters Score -2268851 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2268856.750000 Penalty: 4911.484375
	Iteration 33Q: 3 clusters Score -2268857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2268867.500000 Penalty: 4911.484375
	Iteration 34Q: 3 clusters Score -2268868 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2268872.250000 Penalty: 4911.484375
	Iteration 35Q: 3 clusters Score -2268872 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2268877.000000 Penalty: 4911.484375
	Iteration 36Q: 3 clusters Score -2268877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -2268879.250000 Penalty: 4911.484375
	Iteration 37Q: 3 clusters Score -2268879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2268887.500000 Penalty: 4911.484375
	Iteration 38Q: 3 clusters Score -2268888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2268893.500000 Penalty: 4911.484375
	Iteration 39Q: 3 clusters Score -2268894 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2268897.750000 Penalty: 4911.484375
	Iteration 40F: 3 clusters Score -2268898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2268905.250000 Penalty: 4911.484375
	Iteration 41Q: 3 clusters Score -2268905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2268910.000000 Penalty: 4911.484375
	Iteration 42Q: 3 clusters Score -2268910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -2268907.750000 Penalty: 4911.484375
	Iteration 43Q: 3 clusters Score -2268908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2268906.250000 Penalty: 4911.484375
	Iteration 44Q: 3 clusters Score -2268906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2268920.500000 Penalty: 4911.484375
	Iteration 45Q: 3 clusters Score -2268920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2268919.500000 Penalty: 4911.484375
	Iteration 46Q: 3 clusters Score -2268920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2268924.750000 Penalty: 4911.484375
	Iteration 47Q: 3 clusters Score -2268925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2268924.750000 Penalty: 4911.484375
	Iteration 48Q: 3 clusters Score -2268925 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2268926.750000 Penalty: 4911.484375
	Iteration 49Q: 3 clusters Score -2268927 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2268938.750000 Penalty: 4911.484375
	Iteration 50Q: 3 clusters Score -2268939 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2268944.500000 Penalty: 4911.484375
	Iteration 51Q: 3 clusters Score -2268944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2268950.000000 Penalty: 4911.484375
	Iteration 52Q: 3 clusters Score -2268950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2268954.000000 Penalty: 4911.484375
	Iteration 53Q: 3 clusters Score -2268954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -2268958.750000 Penalty: 4911.484375
	Iteration 54Q: 3 clusters Score -2268959 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2268972.250000 Penalty: 4911.484375
	Iteration 55Q: 3 clusters Score -2268972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2268979.500000 Penalty: 4911.484375
	Iteration 56Q: 3 clusters Score -2268980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2268987.000000 Penalty: 4911.484375
	Iteration 57Q: 3 clusters Score -2268987 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2268993.000000 Penalty: 4911.484375
	Iteration 58Q: 3 clusters Score -2268993 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2269003.000000 Penalty: 4911.484375
	Iteration 59Q: 3 clusters Score -2269003 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2269023.750000 Penalty: 4911.484375
	Iteration 60F: 3 clusters Score -2269024 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2269029.500000 Penalty: 4911.484375
	Iteration 61Q: 3 clusters Score -2269030 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2269040.750000 Penalty: 4911.484375
	Iteration 62Q: 3 clusters Score -2269041 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2269054.500000 Penalty: 4911.484375
	Iteration 63Q: 3 clusters Score -2269054 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2269055.750000 Penalty: 4911.484375
	Iteration 64Q: 3 clusters Score -2269056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2269061.000000 Penalty: 4911.484375
	Iteration 65Q: 3 clusters Score -2269061 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2269073.250000 Penalty: 4911.484375
	Iteration 66Q: 3 clusters Score -2269073 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2269080.500000 Penalty: 4911.484375
	Iteration 67Q: 3 clusters Score -2269080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2269092.250000 Penalty: 4911.484375
	Iteration 68Q: 3 clusters Score -2269092 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2269098.000000 Penalty: 4911.484375
	Iteration 69Q: 3 clusters Score -2269098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -2269113.250000 Penalty: 4911.484375
	Iteration 70Q: 3 clusters Score -2269113 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2269122.000000 Penalty: 4911.484375
	Iteration 71Q: 3 clusters Score -2269122 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2269126.000000 Penalty: 4911.484375
	Iteration 72Q: 3 clusters Score -2269126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2269138.000000 Penalty: 4911.484375
	Iteration 73Q: 3 clusters Score -2269138 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2269151.500000 Penalty: 4911.484375
	Iteration 74Q: 3 clusters Score -2269152 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2269171.750000 Penalty: 4911.484375
	Iteration 75Q: 3 clusters Score -2269172 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2269183.250000 Penalty: 4911.484375
	Iteration 76Q: 3 clusters Score -2269183 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2269190.750000 Penalty: 4911.484375
	Iteration 77Q: 3 clusters Score -2269191 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -2269209.750000 Penalty: 4911.484375
	Iteration 78Q: 3 clusters Score -2269210 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2269216.000000 Penalty: 4911.484375
	Iteration 79Q: 3 clusters Score -2269216 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2269232.000000 Penalty: 4911.484375
	Iteration 80F: 3 clusters Score -2269232 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2269245.000000 Penalty: 4911.484375
	Iteration 81Q: 3 clusters Score -2269245 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2269259.000000 Penalty: 4911.484375
	Iteration 82Q: 3 clusters Score -2269259 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2269276.000000 Penalty: 4911.484375
	Iteration 83Q: 3 clusters Score -2269276 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2269293.750000 Penalty: 4911.484375
	Iteration 84Q: 3 clusters Score -2269294 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2269309.500000 Penalty: 4911.484375
	Iteration 85Q: 3 clusters Score -2269310 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2269329.250000 Penalty: 4911.484375
	Iteration 86Q: 3 clusters Score -2269329 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2269343.500000 Penalty: 4911.484375
	Iteration 87Q: 3 clusters Score -2269344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2269363.250000 Penalty: 4911.484375
	Iteration 88Q: 3 clusters Score -2269363 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2269381.500000 Penalty: 4911.484375
	Iteration 89Q: 3 clusters Score -2269382 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2269398.000000 Penalty: 4911.484375
	Iteration 90Q: 3 clusters Score -2269398 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2269426.750000 Penalty: 4911.484375
	Iteration 91Q: 3 clusters Score -2269427 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2269456.500000 Penalty: 4911.484375
	Iteration 92Q: 3 clusters Score -2269456 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2269483.250000 Penalty: 4911.484375
	Iteration 93Q: 3 clusters Score -2269483 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -2269517.500000 Penalty: 4911.484375
	Iteration 94Q: 3 clusters Score -2269518 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2269541.750000 Penalty: 4911.484375
	Iteration 95Q: 3 clusters Score -2269542 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -2269560.000000 Penalty: 4911.484375
	Iteration 96Q: 3 clusters Score -2269560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -2269571.000000 Penalty: 4911.484375
	Iteration 97Q: 3 clusters Score -2269571 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2269593.000000 Penalty: 4911.484375
	Iteration 98Q: 3 clusters Score -2269593 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2269613.750000 Penalty: 4911.484375
	Iteration 99Q: 3 clusters Score -2269614 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2269631.500000 Penalty: 4911.484375
	Iteration 100F: 3 clusters Score -2269632 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2269655.750000 Penalty: 4911.484375
	Iteration 101Q: 3 clusters Score -2269656 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2269676.500000 Penalty: 4911.484375
	Iteration 102Q: 3 clusters Score -2269676 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -2269703.000000 Penalty: 4911.484375
	Iteration 103Q: 3 clusters Score -2269703 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2269733.750000 Penalty: 4911.484375
	Iteration 104Q: 3 clusters Score -2269734 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -2269769.500000 Penalty: 4911.484375
	Iteration 105Q: 3 clusters Score -2269770 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2269783.500000 Penalty: 4911.484375
	Iteration 106Q: 3 clusters Score -2269784 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2269804.750000 Penalty: 4911.484375
	Iteration 107Q: 3 clusters Score -2269805 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2269827.250000 Penalty: 4911.484375
	Iteration 108Q: 3 clusters Score -2269827 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2269851.000000 Penalty: 4911.484375
	Iteration 109Q: 3 clusters Score -2269851 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2269867.000000 Penalty: 4911.484375
	Iteration 110Q: 3 clusters Score -2269867 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2269888.750000 Penalty: 4911.484375
	Iteration 111Q: 3 clusters Score -2269889 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2269914.250000 Penalty: 4911.484375
	Iteration 112Q: 3 clusters Score -2269914 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2269944.250000 Penalty: 4911.484375
	Iteration 113Q: 3 clusters Score -2269944 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2269971.000000 Penalty: 4911.484375
	Iteration 114Q: 3 clusters Score -2269971 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2269987.750000 Penalty: 4911.484375
	Iteration 115Q: 3 clusters Score -2269988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2270022.750000 Penalty: 4911.484375
	Iteration 116Q: 3 clusters Score -2270023 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2270061.500000 Penalty: 4911.484375
	Iteration 117Q: 3 clusters Score -2270062 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2270098.250000 Penalty: 4911.484375
	Iteration 118Q: 3 clusters Score -2270098 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2270127.500000 Penalty: 4911.484375
	Iteration 119Q: 3 clusters Score -2270128 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2270158.250000 Penalty: 4911.484375
	Iteration 120F: 3 clusters Score -2270158 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2270189.000000 Penalty: 4911.484375
	Iteration 121Q: 3 clusters Score -2270189 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2270212.500000 Penalty: 4911.484375
	Iteration 122Q: 3 clusters Score -2270212 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2270241.250000 Penalty: 4911.484375
	Iteration 123Q: 3 clusters Score -2270241 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2270270.250000 Penalty: 4911.484375
	Iteration 124Q: 3 clusters Score -2270270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2270285.000000 Penalty: 4911.484375
	Iteration 125Q: 3 clusters Score -2270285 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2270317.750000 Penalty: 4911.484375
	Iteration 126Q: 3 clusters Score -2270318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2270349.750000 Penalty: 4911.484375
	Iteration 127Q: 3 clusters Score -2270350 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2270377.500000 Penalty: 4911.484375
	Iteration 128Q: 3 clusters Score -2270378 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2270401.750000 Penalty: 4911.484375
	Iteration 129Q: 3 clusters Score -2270402 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2270421.000000 Penalty: 4911.484375
	Iteration 130Q: 3 clusters Score -2270421 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2270439.250000 Penalty: 4911.484375
	Iteration 131Q: 3 clusters Score -2270439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2270465.750000 Penalty: 4911.484375
	Iteration 132Q: 3 clusters Score -2270466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2270478.500000 Penalty: 4911.484375
	Iteration 133Q: 3 clusters Score -2270478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2270490.750000 Penalty: 4911.484375
	Iteration 134Q: 3 clusters Score -2270491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2270499.500000 Penalty: 4911.484375
	Iteration 135Q: 3 clusters Score -2270500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2270507.500000 Penalty: 4911.484375
	Iteration 136Q: 3 clusters Score -2270508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2270514.250000 Penalty: 4911.484375
	Iteration 137Q: 3 clusters Score -2270514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2270516.250000 Penalty: 4911.484375
	Iteration 138Q: 3 clusters Score -2270516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2270524.000000 Penalty: 4911.484375
	Iteration 139Q: 3 clusters Score -2270524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2270530.000000 Penalty: 4911.484375
	Iteration 140F: 3 clusters Score -2270530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2270537.000000 Penalty: 4911.484375
	Iteration 141Q: 3 clusters Score -2270537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2270541.750000 Penalty: 4911.484375
	Iteration 142Q: 3 clusters Score -2270542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2270540.000000 Penalty: 4911.484375
	Iteration 143Q: 3 clusters Score -2270540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2270539.750000 Penalty: 4911.484375
	Iteration 144Q: 3 clusters Score -2270540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2270542.750000 Penalty: 4911.484375
	Iteration 145Q: 3 clusters Score -2270543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2270548.000000 Penalty: 4911.484375
	Iteration 146Q: 3 clusters Score -2270548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2270548.500000 Penalty: 4911.484375
	Iteration 147Q: 3 clusters Score -2270548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2270551.250000 Penalty: 4911.484375
	Iteration 148Q: 3 clusters Score -2270551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2270553.500000 Penalty: 4911.484375
	Iteration 149Q: 3 clusters Score -2270554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2270552.500000 Penalty: 4911.484375
	Iteration 150Q: 3 clusters Score -2270552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2270554.500000 Penalty: 4911.484375
	Iteration 151Q: 3 clusters Score -2270554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2270551.750000 Penalty: 4911.484375
	Iteration 152Q: 3 clusters Score -2270552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2270557.750000 Penalty: 4911.484375
	Iteration 153Q: 3 clusters Score -2270558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2270560.250000 Penalty: 4911.484375
	Iteration 154Q: 3 clusters Score -2270560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2270564.250000 Penalty: 4911.484375
	Iteration 155Q: 3 clusters Score -2270564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2270569.750000 Penalty: 4911.484375
	Iteration 156Q: 3 clusters Score -2270570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2270568.500000 Penalty: 4911.484375
	Iteration 157Q: 3 clusters Score -2270568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2270567.500000 Penalty: 4911.484375
	Iteration 158Q: 3 clusters Score -2270568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2270567.500000 Penalty: 4911.484375
	Iteration 159F: 3 clusters Score -2270568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Entering Unmasked Estep 
Score: -383979.812500 Penalty: 2037.321655
	Iteration 0F: 2 clusters Score -383979.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -380241.687500 Penalty: 4074.643311
	Iteration 0F: 3 clusters Score -380241.7 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -381068.187500 Penalty: 4074.643311
	Iteration 1F: 3 clusters Score -381068.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -381297.125000 Penalty: 4074.643311
	Iteration 2F: 3 clusters Score -381297.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -381472.562500 Penalty: 4074.643311
	Iteration 3F: 3 clusters Score -381472.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -381594.656250 Penalty: 4074.643311
	Iteration 4Q: 3 clusters Score -381594.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -381694.718750 Penalty: 4074.643311
	Iteration 5Q: 3 clusters Score -381694.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -381772.781250 Penalty: 4074.643311
	Iteration 6Q: 3 clusters Score -381772.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -381832.250000 Penalty: 4074.643311
	Iteration 7Q: 3 clusters Score -381832.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -381876.968750 Penalty: 4074.643311
	Iteration 8Q: 3 clusters Score -381877 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -381911.093750 Penalty: 4074.643311
	Iteration 9Q: 3 clusters Score -381911.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -381941.281250 Penalty: 4074.643311
	Iteration 10Q: 3 clusters Score -381941.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -381965.500000 Penalty: 4074.643311
	Iteration 11Q: 3 clusters Score -381965.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -381983.312500 Penalty: 4074.643311
	Iteration 12Q: 3 clusters Score -381983.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -382009.531250 Penalty: 4074.643311
	Iteration 13Q: 3 clusters Score -382009.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -382029.625000 Penalty: 4074.643311
	Iteration 14Q: 3 clusters Score -382029.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -382045.937500 Penalty: 4074.643311
	Iteration 15Q: 3 clusters Score -382045.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -382061.531250 Penalty: 4074.643311
	Iteration 16Q: 3 clusters Score -382061.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -382082.156250 Penalty: 4074.643311
	Iteration 17Q: 3 clusters Score -382082.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -382097.531250 Penalty: 4074.643311
	Iteration 18Q: 3 clusters Score -382097.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -382107.812500 Penalty: 4074.643311
	Iteration 19Q: 3 clusters Score -382107.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -382116.218750 Penalty: 4074.643311
	Iteration 20F: 3 clusters Score -382116.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -382126.125000 Penalty: 4074.643311
	Iteration 21Q: 3 clusters Score -382126.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -382137.531250 Penalty: 4074.643311
	Iteration 22Q: 3 clusters Score -382137.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -382149.718750 Penalty: 4074.643311
	Iteration 23Q: 3 clusters Score -382149.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -382155.906250 Penalty: 4074.643311
	Iteration 24Q: 3 clusters Score -382155.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -382157.656250 Penalty: 4074.643311
	Iteration 25Q: 3 clusters Score -382157.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -382159.812500 Penalty: 4074.643311
	Iteration 26Q: 3 clusters Score -382159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -382161.437500 Penalty: 4074.643311
	Iteration 27Q: 3 clusters Score -382161.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -382164.593750 Penalty: 4074.643311
	Iteration 28Q: 3 clusters Score -382164.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -382167.375000 Penalty: 4074.643311
	Iteration 29Q: 3 clusters Score -382167.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -382171.687500 Penalty: 4074.643311
	Iteration 30Q: 3 clusters Score -382171.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -382175.750000 Penalty: 4074.643311
	Iteration 31Q: 3 clusters Score -382175.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -382178.218750 Penalty: 4074.643311
	Iteration 32Q: 3 clusters Score -382178.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -382183.187500 Penalty: 4074.643311
	Iteration 33Q: 3 clusters Score -382183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -382185.281250 Penalty: 4074.643311
	Iteration 34Q: 3 clusters Score -382185.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -382187.343750 Penalty: 4074.643311
	Iteration 35Q: 3 clusters Score -382187.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -382189.968750 Penalty: 4074.643311
	Iteration 36Q: 3 clusters Score -382190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -382194.812500 Penalty: 4074.643311
	Iteration 37Q: 3 clusters Score -382194.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -382201.500000 Penalty: 4074.643311
	Iteration 38Q: 3 clusters Score -382201.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -382208.187500 Penalty: 4074.643311
	Iteration 39Q: 3 clusters Score -382208.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -382215.562500 Penalty: 4074.643311
	Iteration 40F: 3 clusters Score -382215.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -382219.593750 Penalty: 4074.643311
	Iteration 41Q: 3 clusters Score -382219.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -382226.593750 Penalty: 4074.643311
	Iteration 42Q: 3 clusters Score -382226.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -382231.687500 Penalty: 4074.643311
	Iteration 43Q: 3 clusters Score -382231.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -382236.562500 Penalty: 4074.643311
	Iteration 44Q: 3 clusters Score -382236.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -382238.281250 Penalty: 4074.643311
	Iteration 45Q: 3 clusters Score -382238.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -382240.218750 Penalty: 4074.643311
	Iteration 46Q: 3 clusters Score -382240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -382241.281250 Penalty: 4074.643311
	Iteration 47Q: 3 clusters Score -382241.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -382242.593750 Penalty: 4074.643311
	Iteration 48Q: 3 clusters Score -382242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -382242.968750 Penalty: 4074.643311
	Iteration 49Q: 3 clusters Score -382243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -382243.343750 Penalty: 4074.643311
	Iteration 50Q: 3 clusters Score -382243.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -382244.375000 Penalty: 4074.643311
	Iteration 51Q: 3 clusters Score -382244.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -382245.750000 Penalty: 4074.643311
	Iteration 52Q: 3 clusters Score -382245.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -382247.187500 Penalty: 4074.643311
	Iteration 53Q: 3 clusters Score -382247.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -382250.718750 Penalty: 4074.643311
	Iteration 54Q: 3 clusters Score -382250.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -382254.375000 Penalty: 4074.643311
	Iteration 55Q: 3 clusters Score -382254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -382257.968750 Penalty: 4074.643311
	Iteration 56Q: 3 clusters Score -382258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -382260.937500 Penalty: 4074.643311
	Iteration 57Q: 3 clusters Score -382260.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -382264.218750 Penalty: 4074.643311
	Iteration 58Q: 3 clusters Score -382264.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -382266.812500 Penalty: 4074.643311
	Iteration 59Q: 3 clusters Score -382266.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -382268.093750 Penalty: 4074.643311
	Iteration 60F: 3 clusters Score -382268.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -382268.875000 Penalty: 4074.643311
	Iteration 61Q: 3 clusters Score -382268.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -382269.687500 Penalty: 4074.643311
	Iteration 62Q: 3 clusters Score -382269.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -382270.125000 Penalty: 4074.643311
	Iteration 63Q: 3 clusters Score -382270.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -382270.656250 Penalty: 4074.643311
	Iteration 64Q: 3 clusters Score -382270.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -382269.968750 Penalty: 4074.643311
	Iteration 65Q: 3 clusters Score -382270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -382271.875000 Penalty: 4074.643311
	Iteration 66Q: 3 clusters Score -382271.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -382271.906250 Penalty: 4074.643311
	Iteration 67Q: 3 clusters Score -382271.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -382271.906250 Penalty: 4074.643311
	Iteration 68F: 3 clusters Score -382271.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Entering Unmasked Estep 
Score: -156232.109375 Penalty: 1826.093262
	Iteration 0F: 2 clusters Score -156232.1 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 789 members 
Entering Unmasked Estep 
Score: -154030.625000 Penalty: 3652.186523
	Iteration 0F: 3 clusters Score -154030.6 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -154528.484375 Penalty: 3652.186523
	Iteration 1F: 3 clusters Score -154528.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -154750.375000 Penalty: 3652.186523
	Iteration 2F: 3 clusters Score -154750.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -155012.281250 Penalty: 3652.186523
	Iteration 3F: 3 clusters Score -155012.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -155439.312500 Penalty: 3652.186523
	Iteration 4F: 3 clusters Score -155439.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -155862.328125 Penalty: 3652.186523
	Iteration 5F: 3 clusters Score -155862.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -156141.515625 Penalty: 3652.186523
	Iteration 6F: 3 clusters Score -156141.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -156270.156250 Penalty: 3652.186523
	Iteration 7Q: 3 clusters Score -156270.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -156413.656250 Penalty: 3652.186523
	Iteration 8Q: 3 clusters Score -156413.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -156529.937500 Penalty: 3652.186523
	Iteration 9Q: 3 clusters Score -156529.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -156580.859375 Penalty: 3652.186523
	Iteration 10Q: 3 clusters Score -156580.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -156602.218750 Penalty: 3652.186523
	Iteration 11Q: 3 clusters Score -156602.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -156615.718750 Penalty: 3652.186523
	Iteration 12Q: 3 clusters Score -156615.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -156622.531250 Penalty: 3652.186523
	Iteration 13Q: 3 clusters Score -156622.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -156627.187500 Penalty: 3652.186523
	Iteration 14Q: 3 clusters Score -156627.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -156628.125000 Penalty: 3652.186523
	Iteration 15Q: 3 clusters Score -156628.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -156628.593750 Penalty: 3652.186523
	Iteration 16Q: 3 clusters Score -156628.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -156629.296875 Penalty: 3652.186523
	Iteration 17Q: 3 clusters Score -156629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -156629.296875 Penalty: 3652.186523
	Iteration 18F: 3 clusters Score -156629.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 27033 members 
Mstep: Class 4 contains 21234 members 
Mstep: Class 5 contains 24329 members 
Mstep: Class 6 contains 300245 members 
Mstep: Class 7 contains 109367 members 
Mstep: Class 8 contains 23383 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 146089 members 
Mstep: Class 12 contains 35882 members 
Mstep: Class 13 contains 3906 members 
Mstep: Class 14 contains 13421 members 
Mstep: Class 15 contains 1220 members 
Mstep: Class 16 contains 6231 members 
Mstep: Class 18 contains 1316 members 
Mstep: Class 19 contains 10397 members 
Mstep: Class 20 contains 67091 members 
Mstep: Class 21 contains 19974 members 
Mstep: Class 22 contains 3696 members 
Mstep: Class 23 contains 357 members 
Entering Unmasked Estep 
Score: -97995536.000000 Penalty: 74808.710938
Splitting cluster 23 changes total score from -97953360.000000 to -97995536.000000
So it's getting split into cluster 15.
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 27033 members 
Mstep: Class 4 contains 21234 members 
Mstep: Class 5 contains 24329 members 
Mstep: Class 6 contains 300245 members 
Mstep: Class 7 contains 109367 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 11 contains 146089 members 
Mstep: Class 12 contains 35882 members 
Mstep: Class 13 contains 3906 members 
Mstep: Class 14 contains 13421 members 
Mstep: Class 16 contains 6231 members 
Mstep: Class 18 contains 1316 members 
Mstep: Class 19 contains 10397 members 
Mstep: Class 20 contains 67091 members 
Mstep: Class 21 contains 19974 members 
Mstep: Class 22 contains 3696 members 
Mstep: Class 23 contains 357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98004416.000000 Penalty: 74808.710938
Iteration 39Q: 23 clusters Score -9.800442e+07 nChanged 21305
Entering Unmasked Mstep 
Mstep: Class 0 contains 1610 members 
Mstep: Class 1 contains 68340 members 
Mstep: Class 2 contains 7501 members 
Mstep: Class 3 contains 26956 members 
Mstep: Class 4 contains 21971 members 
Mstep: Class 5 contains 24502 members 
Mstep: Class 6 contains 302212 members 
Mstep: Class 7 contains 109934 members 
Mstep: Class 8 contains 22078 members 
Mstep: Class 9 contains 2953 members 
Mstep: Class 10 contains 932 members 
Mstep: Class 11 contains 148715 members 
Mstep: Class 12 contains 36392 members 
Mstep: Class 13 contains 3901 members 
Mstep: Class 14 contains 13003 members 
Mstep: Class 15 contains 1204 members 
Mstep: Class 16 contains 6198 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 66808 members 
Mstep: Class 21 contains 20018 members 
Mstep: Class 22 contains 3555 members 
Mstep: Class 23 contains 372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98009328.000000 Penalty: 74808.710938
Iteration 40F: 23 clusters Score -9.800933e+07 nChanged 16701
Entering Unmasked Mstep 
Mstep: Class 0 contains 1607 members 
Mstep: Class 1 contains 69860 members 
Mstep: Class 2 contains 7167 members 
Mstep: Class 3 contains 26831 members 
Mstep: Class 4 contains 22429 members 
Mstep: Class 5 contains 24368 members 
Mstep: Class 6 contains 300127 members 
Mstep: Class 7 contains 110362 members 
Mstep: Class 8 contains 22548 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 933 members 
Mstep: Class 11 contains 149805 members 
Mstep: Class 12 contains 36795 members 
Mstep: Class 13 contains 3461 members 
Mstep: Class 14 contains 12821 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 6085 members 
Mstep: Class 18 contains 1315 members 
Mstep: Class 19 contains 10524 members 
Mstep: Class 20 contains 65985 members 
Mstep: Class 21 contains 19894 members 
Mstep: Class 22 contains 3503 members 
Mstep: Class 23 contains 407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98013832.000000 Penalty: 74808.710938
Iteration 41Q: 23 clusters Score -9.801383e+07 nChanged 11064
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 71037 members 
Mstep: Class 2 contains 6838 members 
Mstep: Class 3 contains 26706 members 
Mstep: Class 4 contains 22971 members 
Mstep: Class 5 contains 24301 members 
Mstep: Class 6 contains 298534 members 
Mstep: Class 7 contains 110745 members 
Mstep: Class 8 contains 22682 members 
Mstep: Class 9 contains 2886 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 150801 members 
Mstep: Class 12 contains 37105 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 12756 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 5935 members 
Mstep: Class 18 contains 1314 members 
Mstep: Class 19 contains 10514 members 
Mstep: Class 20 contains 65265 members 
Mstep: Class 21 contains 19772 members 
Mstep: Class 22 contains 3421 members 
Mstep: Class 23 contains 429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98016808.000000 Penalty: 74808.710938
Iteration 42Q: 23 clusters Score -9.801681e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 71987 members 
Mstep: Class 2 contains 6532 members 
Mstep: Class 3 contains 26553 members 
Mstep: Class 4 contains 23477 members 
Mstep: Class 5 contains 24249 members 
Mstep: Class 6 contains 297252 members 
Mstep: Class 7 contains 111071 members 
Mstep: Class 8 contains 22750 members 
Mstep: Class 9 contains 2925 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 151729 members 
Mstep: Class 12 contains 37380 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 12712 members 
Mstep: Class 15 contains 1314 members 
Mstep: Class 16 contains 5803 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 10494 members 
Mstep: Class 20 contains 64551 members 
Mstep: Class 21 contains 19676 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98018712.000000 Penalty: 74808.710938
Iteration 43Q: 23 clusters Score -9.801871e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 72766 members 
Mstep: Class 2 contains 6262 members 
Mstep: Class 3 contains 26430 members 
Mstep: Class 4 contains 23919 members 
Mstep: Class 5 contains 24200 members 
Mstep: Class 6 contains 296031 members 
Mstep: Class 7 contains 111325 members 
Mstep: Class 8 contains 22819 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 11 contains 152664 members 
Mstep: Class 12 contains 37651 members 
Mstep: Class 13 contains 2793 members 
Mstep: Class 14 contains 12660 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 5705 members 
Mstep: Class 18 contains 1311 members 
Mstep: Class 19 contains 10485 members 
Mstep: Class 20 contains 63861 members 
Mstep: Class 21 contains 19597 members 
Mstep: Class 22 contains 3285 members 
Mstep: Class 23 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98020432.000000 Penalty: 74808.710938
Iteration 44Q: 23 clusters Score -9.802043e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 73397 members 
Mstep: Class 2 contains 6019 members 
Mstep: Class 3 contains 26316 members 
Mstep: Class 4 contains 24304 members 
Mstep: Class 5 contains 24156 members 
Mstep: Class 6 contains 295084 members 
Mstep: Class 7 contains 111499 members 
Mstep: Class 8 contains 22868 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 941 members 
Mstep: Class 11 contains 153454 members 
Mstep: Class 12 contains 37906 members 
Mstep: Class 13 contains 2720 members 
Mstep: Class 14 contains 12630 members 
Mstep: Class 15 contains 1314 members 
Mstep: Class 16 contains 5603 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 10486 members 
Mstep: Class 20 contains 63232 members 
Mstep: Class 21 contains 19520 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98021144.000000 Penalty: 74808.710938
Iteration 45Q: 23 clusters Score -9.802114e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 5777 members 
Mstep: Class 3 contains 26207 members 
Mstep: Class 4 contains 24615 members 
Mstep: Class 5 contains 24142 members 
Mstep: Class 6 contains 294120 members 
Mstep: Class 7 contains 111643 members 
Mstep: Class 8 contains 22922 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 154355 members 
Mstep: Class 12 contains 38167 members 
Mstep: Class 13 contains 2691 members 
Mstep: Class 14 contains 12604 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 5528 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 10474 members 
Mstep: Class 20 contains 62650 members 
Mstep: Class 21 contains 19439 members 
Mstep: Class 22 contains 3191 members 
Mstep: Class 23 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98022304.000000 Penalty: 74808.710938
Iteration 46Q: 23 clusters Score -9.80223e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 74317 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 26091 members 
Mstep: Class 4 contains 24871 members 
Mstep: Class 5 contains 24121 members 
Mstep: Class 6 contains 293273 members 
Mstep: Class 7 contains 111765 members 
Mstep: Class 8 contains 22919 members 
Mstep: Class 9 contains 3014 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 155222 members 
Mstep: Class 12 contains 38446 members 
Mstep: Class 13 contains 2676 members 
Mstep: Class 14 contains 12577 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 5474 members 
Mstep: Class 18 contains 1306 members 
Mstep: Class 19 contains 10468 members 
Mstep: Class 20 contains 62102 members 
Mstep: Class 21 contains 19366 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98023216.000000 Penalty: 74808.710938
Iteration 47Q: 23 clusters Score -9.802322e+07 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 74659 members 
Mstep: Class 2 contains 5327 members 
Mstep: Class 3 contains 26002 members 
Mstep: Class 4 contains 25059 members 
Mstep: Class 5 contains 24112 members 
Mstep: Class 6 contains 292556 members 
Mstep: Class 7 contains 111825 members 
Mstep: Class 8 contains 22910 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 156101 members 
Mstep: Class 12 contains 38690 members 
Mstep: Class 13 contains 2667 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 5426 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 10469 members 
Mstep: Class 20 contains 61587 members 
Mstep: Class 21 contains 19295 members 
Mstep: Class 22 contains 3144 members 
Mstep: Class 23 contains 440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98023992.000000 Penalty: 74808.710938
Iteration 48Q: 23 clusters Score -9.802399e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 5149 members 
Mstep: Class 3 contains 25903 members 
Mstep: Class 4 contains 25201 members 
Mstep: Class 5 contains 24102 members 
Mstep: Class 6 contains 291752 members 
Mstep: Class 7 contains 111883 members 
Mstep: Class 8 contains 22903 members 
Mstep: Class 9 contains 3062 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 157130 members 
Mstep: Class 12 contains 38912 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 14 contains 12518 members 
Mstep: Class 15 contains 1314 members 
Mstep: Class 16 contains 5382 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 61106 members 
Mstep: Class 21 contains 19205 members 
Mstep: Class 22 contains 3127 members 
Mstep: Class 23 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98024200.000000 Penalty: 74808.710938
Iteration 49Q: 23 clusters Score -9.80242e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 75187 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 25803 members 
Mstep: Class 4 contains 25340 members 
Mstep: Class 5 contains 24098 members 
Mstep: Class 6 contains 291072 members 
Mstep: Class 7 contains 111900 members 
Mstep: Class 8 contains 22890 members 
Mstep: Class 9 contains 3082 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 158070 members 
Mstep: Class 12 contains 39123 members 
Mstep: Class 13 contains 2659 members 
Mstep: Class 14 contains 12490 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 5350 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 10453 members 
Mstep: Class 20 contains 60664 members 
Mstep: Class 21 contains 19125 members 
Mstep: Class 22 contains 3102 members 
Mstep: Class 23 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98025096.000000 Penalty: 74808.710938
Iteration 50Q: 23 clusters Score -9.80251e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 75398 members 
Mstep: Class 2 contains 4865 members 
Mstep: Class 3 contains 25729 members 
Mstep: Class 4 contains 25446 members 
Mstep: Class 5 contains 24094 members 
Mstep: Class 6 contains 290357 members 
Mstep: Class 7 contains 111878 members 
Mstep: Class 8 contains 22879 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 159052 members 
Mstep: Class 12 contains 39323 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 12437 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 5327 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 60248 members 
Mstep: Class 21 contains 19066 members 
Mstep: Class 22 contains 3081 members 
Mstep: Class 23 contains 441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98025600.000000 Penalty: 74808.710938
Iteration 51Q: 23 clusters Score -9.80256e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 75580 members 
Mstep: Class 2 contains 4737 members 
Mstep: Class 3 contains 25651 members 
Mstep: Class 4 contains 25543 members 
Mstep: Class 5 contains 24076 members 
Mstep: Class 6 contains 289692 members 
Mstep: Class 7 contains 111875 members 
Mstep: Class 8 contains 22889 members 
Mstep: Class 9 contains 3131 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 160033 members 
Mstep: Class 12 contains 39529 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 12401 members 
Mstep: Class 15 contains 1319 members 
Mstep: Class 16 contains 5302 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 10455 members 
Mstep: Class 20 contains 59811 members 
Mstep: Class 21 contains 18989 members 
Mstep: Class 22 contains 3055 members 
Mstep: Class 23 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98025808.000000 Penalty: 74808.710938
Iteration 52Q: 23 clusters Score -9.802581e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 75709 members 
Mstep: Class 2 contains 4625 members 
Mstep: Class 3 contains 25575 members 
Mstep: Class 4 contains 25641 members 
Mstep: Class 5 contains 24062 members 
Mstep: Class 6 contains 289034 members 
Mstep: Class 7 contains 111823 members 
Mstep: Class 8 contains 22872 members 
Mstep: Class 9 contains 3155 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 161048 members 
Mstep: Class 12 contains 39705 members 
Mstep: Class 13 contains 2651 members 
Mstep: Class 14 contains 12359 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 5290 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 10463 members 
Mstep: Class 20 contains 59432 members 
Mstep: Class 21 contains 18921 members 
Mstep: Class 22 contains 3030 members 
Mstep: Class 23 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98025952.000000 Penalty: 74808.710938
Iteration 53Q: 23 clusters Score -9.802595e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 75841 members 
Mstep: Class 2 contains 4524 members 
Mstep: Class 3 contains 25525 members 
Mstep: Class 4 contains 25716 members 
Mstep: Class 5 contains 24072 members 
Mstep: Class 6 contains 288462 members 
Mstep: Class 7 contains 111803 members 
Mstep: Class 8 contains 22887 members 
Mstep: Class 9 contains 3175 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 161855 members 
Mstep: Class 12 contains 39874 members 
Mstep: Class 13 contains 2648 members 
Mstep: Class 14 contains 12304 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 5280 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 59069 members 
Mstep: Class 21 contains 18874 members 
Mstep: Class 22 contains 3024 members 
Mstep: Class 23 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98025944.000000 Penalty: 74808.710938
Iteration 54Q: 23 clusters Score -9.802594e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 25485 members 
Mstep: Class 4 contains 25764 members 
Mstep: Class 5 contains 24068 members 
Mstep: Class 6 contains 287912 members 
Mstep: Class 7 contains 111746 members 
Mstep: Class 8 contains 22906 members 
Mstep: Class 9 contains 3196 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 162675 members 
Mstep: Class 12 contains 40031 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 12257 members 
Mstep: Class 15 contains 1324 members 
Mstep: Class 16 contains 5271 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 58746 members 
Mstep: Class 21 contains 18847 members 
Mstep: Class 22 contains 3026 members 
Mstep: Class 23 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98026336.000000 Penalty: 74808.710938
Iteration 55Q: 23 clusters Score -9.802634e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 76020 members 
Mstep: Class 2 contains 4352 members 
Mstep: Class 3 contains 25439 members 
Mstep: Class 4 contains 25808 members 
Mstep: Class 5 contains 24063 members 
Mstep: Class 6 contains 287295 members 
Mstep: Class 7 contains 111688 members 
Mstep: Class 8 contains 22915 members 
Mstep: Class 9 contains 3214 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 163539 members 
Mstep: Class 12 contains 40184 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 12215 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 10448 members 
Mstep: Class 20 contains 58471 members 
Mstep: Class 21 contains 18811 members 
Mstep: Class 22 contains 3030 members 
Mstep: Class 23 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98026616.000000 Penalty: 74808.710938
Iteration 56Q: 23 clusters Score -9.802662e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 76098 members 
Mstep: Class 2 contains 4270 members 
Mstep: Class 3 contains 25402 members 
Mstep: Class 4 contains 25857 members 
Mstep: Class 5 contains 24048 members 
Mstep: Class 6 contains 286720 members 
Mstep: Class 7 contains 111670 members 
Mstep: Class 8 contains 22933 members 
Mstep: Class 9 contains 3237 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 164239 members 
Mstep: Class 12 contains 40341 members 
Mstep: Class 13 contains 2641 members 
Mstep: Class 14 contains 12194 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 10453 members 
Mstep: Class 20 contains 58223 members 
Mstep: Class 21 contains 18780 members 
Mstep: Class 22 contains 3030 members 
Mstep: Class 23 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98026784.000000 Penalty: 74808.710938
Iteration 57Q: 23 clusters Score -9.802678e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 76133 members 
Mstep: Class 2 contains 4187 members 
Mstep: Class 3 contains 25351 members 
Mstep: Class 4 contains 25907 members 
Mstep: Class 5 contains 24037 members 
Mstep: Class 6 contains 286245 members 
Mstep: Class 7 contains 111639 members 
Mstep: Class 8 contains 22930 members 
Mstep: Class 9 contains 3244 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 164945 members 
Mstep: Class 12 contains 40499 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 12178 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 10452 members 
Mstep: Class 20 contains 57968 members 
Mstep: Class 21 contains 18758 members 
Mstep: Class 22 contains 3033 members 
Mstep: Class 23 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98026912.000000 Penalty: 74808.710938
Iteration 58Q: 23 clusters Score -9.802691e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 76163 members 
Mstep: Class 2 contains 4105 members 
Mstep: Class 3 contains 25304 members 
Mstep: Class 4 contains 25940 members 
Mstep: Class 5 contains 24026 members 
Mstep: Class 6 contains 285800 members 
Mstep: Class 7 contains 111622 members 
Mstep: Class 8 contains 22931 members 
Mstep: Class 9 contains 3253 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 165588 members 
Mstep: Class 12 contains 40643 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 12177 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 10449 members 
Mstep: Class 20 contains 57738 members 
Mstep: Class 21 contains 18735 members 
Mstep: Class 22 contains 3037 members 
Mstep: Class 23 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98027120.000000 Penalty: 74808.710938
Iteration 59Q: 23 clusters Score -9.802712e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 76192 members 
Mstep: Class 2 contains 4042 members 
Mstep: Class 3 contains 25266 members 
Mstep: Class 4 contains 25961 members 
Mstep: Class 5 contains 24006 members 
Mstep: Class 6 contains 285371 members 
Mstep: Class 7 contains 111606 members 
Mstep: Class 8 contains 22936 members 
Mstep: Class 9 contains 3262 members 
Mstep: Class 10 contains 943 members 
Mstep: Class 11 contains 166177 members 
Mstep: Class 12 contains 40778 members 
Mstep: Class 13 contains 2640 members 
Mstep: Class 14 contains 12185 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 10447 members 
Mstep: Class 20 contains 57542 members 
Mstep: Class 21 contains 18708 members 
Mstep: Class 22 contains 3039 members 
Mstep: Class 23 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98027336.000000 Penalty: 74808.710938
Iteration 60F: 23 clusters Score -9.802734e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 3998 members 
Mstep: Class 3 contains 25215 members 
Mstep: Class 4 contains 25953 members 
Mstep: Class 5 contains 24012 members 
Mstep: Class 6 contains 284956 members 
Mstep: Class 7 contains 111590 members 
Mstep: Class 8 contains 22941 members 
Mstep: Class 9 contains 3272 members 
Mstep: Class 10 contains 946 members 
Mstep: Class 11 contains 166676 members 
Mstep: Class 12 contains 40906 members 
Mstep: Class 13 contains 2638 members 
Mstep: Class 14 contains 12203 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 5167 members 
Mstep: Class 18 contains 1302 members 
Mstep: Class 19 contains 10436 members 
Mstep: Class 20 contains 57354 members 
Mstep: Class 21 contains 18700 members 
Mstep: Class 22 contains 3152 members 
Mstep: Class 23 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98027760.000000 Penalty: 74808.710938
Iteration 61Q: 23 clusters Score -9.802776e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76246 members 
Mstep: Class 2 contains 3941 members 
Mstep: Class 3 contains 25163 members 
Mstep: Class 4 contains 25946 members 
Mstep: Class 5 contains 24018 members 
Mstep: Class 6 contains 284546 members 
Mstep: Class 7 contains 111593 members 
Mstep: Class 8 contains 22956 members 
Mstep: Class 9 contains 3275 members 
Mstep: Class 10 contains 948 members 
Mstep: Class 11 contains 167179 members 
Mstep: Class 12 contains 41047 members 
Mstep: Class 13 contains 2636 members 
Mstep: Class 14 contains 12207 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 5109 members 
Mstep: Class 18 contains 1300 members 
Mstep: Class 19 contains 10435 members 
Mstep: Class 20 contains 57157 members 
Mstep: Class 21 contains 18691 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98028056.000000 Penalty: 74808.710938
Iteration 62Q: 23 clusters Score -9.802806e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76280 members 
Mstep: Class 2 contains 3899 members 
Mstep: Class 3 contains 25118 members 
Mstep: Class 4 contains 25934 members 
Mstep: Class 5 contains 24009 members 
Mstep: Class 6 contains 284184 members 
Mstep: Class 7 contains 111610 members 
Mstep: Class 8 contains 22967 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 167605 members 
Mstep: Class 12 contains 41169 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 12208 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 16 contains 5059 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10437 members 
Mstep: Class 20 contains 56969 members 
Mstep: Class 21 contains 18681 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98028184.000000 Penalty: 74808.710938
Iteration 63Q: 23 clusters Score -9.802818e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 3853 members 
Mstep: Class 3 contains 25087 members 
Mstep: Class 4 contains 25921 members 
Mstep: Class 5 contains 24001 members 
Mstep: Class 6 contains 283854 members 
Mstep: Class 7 contains 111619 members 
Mstep: Class 8 contains 22986 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 167999 members 
Mstep: Class 12 contains 41266 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 12206 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 16 contains 5023 members 
Mstep: Class 18 contains 1299 members 
Mstep: Class 19 contains 10434 members 
Mstep: Class 20 contains 56818 members 
Mstep: Class 21 contains 18660 members 
Mstep: Class 22 contains 3413 members 
Mstep: Class 23 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98028320.000000 Penalty: 74808.710938
Iteration 64Q: 23 clusters Score -9.802832e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76359 members 
Mstep: Class 2 contains 3807 members 
Mstep: Class 3 contains 25052 members 
Mstep: Class 4 contains 25912 members 
Mstep: Class 5 contains 23999 members 
Mstep: Class 6 contains 283642 members 
Mstep: Class 7 contains 111627 members 
Mstep: Class 8 contains 22990 members 
Mstep: Class 9 contains 3316 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 168286 members 
Mstep: Class 12 contains 41373 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 12205 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 4987 members 
Mstep: Class 18 contains 1299 members 
Mstep: Class 19 contains 10425 members 
Mstep: Class 20 contains 56660 members 
Mstep: Class 21 contains 18638 members 
Mstep: Class 22 contains 3484 members 
Mstep: Class 23 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98028664.000000 Penalty: 74808.710938
Iteration 65Q: 23 clusters Score -9.802866e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76390 members 
Mstep: Class 2 contains 3773 members 
Mstep: Class 3 contains 24991 members 
Mstep: Class 4 contains 25904 members 
Mstep: Class 5 contains 23998 members 
Mstep: Class 6 contains 283524 members 
Mstep: Class 7 contains 111621 members 
Mstep: Class 8 contains 22994 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 168532 members 
Mstep: Class 12 contains 41482 members 
Mstep: Class 13 contains 2629 members 
Mstep: Class 14 contains 12194 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 4969 members 
Mstep: Class 18 contains 1299 members 
Mstep: Class 19 contains 10421 members 
Mstep: Class 20 contains 56492 members 
Mstep: Class 21 contains 18622 members 
Mstep: Class 22 contains 3535 members 
Mstep: Class 23 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98028984.000000 Penalty: 74808.710938
Iteration 66Q: 23 clusters Score -9.802898e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 3726 members 
Mstep: Class 3 contains 24940 members 
Mstep: Class 4 contains 25894 members 
Mstep: Class 5 contains 23998 members 
Mstep: Class 6 contains 283478 members 
Mstep: Class 7 contains 111617 members 
Mstep: Class 8 contains 22995 members 
Mstep: Class 9 contains 3344 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 168696 members 
Mstep: Class 12 contains 41578 members 
Mstep: Class 13 contains 2629 members 
Mstep: Class 14 contains 12201 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 4957 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10415 members 
Mstep: Class 20 contains 56332 members 
Mstep: Class 21 contains 18603 members 
Mstep: Class 22 contains 3579 members 
Mstep: Class 23 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98028888.000000 Penalty: 74808.710938
Iteration 67Q: 23 clusters Score -9.802889e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76425 members 
Mstep: Class 2 contains 3675 members 
Mstep: Class 3 contains 24891 members 
Mstep: Class 4 contains 25877 members 
Mstep: Class 5 contains 23980 members 
Mstep: Class 6 contains 283541 members 
Mstep: Class 7 contains 111621 members 
Mstep: Class 8 contains 22992 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 168808 members 
Mstep: Class 12 contains 41658 members 
Mstep: Class 13 contains 2627 members 
Mstep: Class 14 contains 12196 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 4948 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10417 members 
Mstep: Class 20 contains 56173 members 
Mstep: Class 21 contains 18585 members 
Mstep: Class 22 contains 3621 members 
Mstep: Class 23 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98028728.000000 Penalty: 74808.710938
Iteration 68Q: 23 clusters Score -9.802873e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 24841 members 
Mstep: Class 4 contains 25861 members 
Mstep: Class 5 contains 23961 members 
Mstep: Class 6 contains 283592 members 
Mstep: Class 7 contains 111614 members 
Mstep: Class 8 contains 22985 members 
Mstep: Class 9 contains 3381 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 168950 members 
Mstep: Class 12 contains 41746 members 
Mstep: Class 13 contains 2626 members 
Mstep: Class 14 contains 12188 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 4943 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10418 members 
Mstep: Class 20 contains 55998 members 
Mstep: Class 21 contains 18578 members 
Mstep: Class 22 contains 3653 members 
Mstep: Class 23 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98028936.000000 Penalty: 74808.710938
Iteration 69Q: 23 clusters Score -9.802894e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 3596 members 
Mstep: Class 3 contains 24805 members 
Mstep: Class 4 contains 25860 members 
Mstep: Class 5 contains 23945 members 
Mstep: Class 6 contains 283712 members 
Mstep: Class 7 contains 111624 members 
Mstep: Class 8 contains 22983 members 
Mstep: Class 9 contains 3404 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 168966 members 
Mstep: Class 12 contains 41817 members 
Mstep: Class 13 contains 2625 members 
Mstep: Class 14 contains 12173 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 4938 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10412 members 
Mstep: Class 20 contains 55833 members 
Mstep: Class 21 contains 18581 members 
Mstep: Class 22 contains 3678 members 
Mstep: Class 23 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98029176.000000 Penalty: 74808.710938
Iteration 70Q: 23 clusters Score -9.802918e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76454 members 
Mstep: Class 2 contains 3551 members 
Mstep: Class 3 contains 24774 members 
Mstep: Class 4 contains 25866 members 
Mstep: Class 5 contains 23936 members 
Mstep: Class 6 contains 283887 members 
Mstep: Class 7 contains 111621 members 
Mstep: Class 8 contains 22988 members 
Mstep: Class 9 contains 3417 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 168930 members 
Mstep: Class 12 contains 41891 members 
Mstep: Class 13 contains 2625 members 
Mstep: Class 14 contains 12166 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 4938 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10408 members 
Mstep: Class 20 contains 55686 members 
Mstep: Class 21 contains 18570 members 
Mstep: Class 22 contains 3689 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98029696.000000 Penalty: 74808.710938
Iteration 71Q: 23 clusters Score -9.80297e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76462 members 
Mstep: Class 2 contains 3508 members 
Mstep: Class 3 contains 24749 members 
Mstep: Class 4 contains 25871 members 
Mstep: Class 5 contains 23933 members 
Mstep: Class 6 contains 284126 members 
Mstep: Class 7 contains 111646 members 
Mstep: Class 8 contains 22985 members 
Mstep: Class 9 contains 3431 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 168782 members 
Mstep: Class 12 contains 41993 members 
Mstep: Class 13 contains 2622 members 
Mstep: Class 14 contains 12162 members 
Mstep: Class 15 contains 1318 members 
Mstep: Class 16 contains 4936 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10400 members 
Mstep: Class 20 contains 55531 members 
Mstep: Class 21 contains 18558 members 
Mstep: Class 22 contains 3702 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98029904.000000 Penalty: 74808.710938
Iteration 72Q: 23 clusters Score -9.80299e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76481 members 
Mstep: Class 2 contains 3470 members 
Mstep: Class 3 contains 24735 members 
Mstep: Class 4 contains 25886 members 
Mstep: Class 5 contains 23924 members 
Mstep: Class 6 contains 284430 members 
Mstep: Class 7 contains 111649 members 
Mstep: Class 8 contains 22972 members 
Mstep: Class 9 contains 3452 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 168547 members 
Mstep: Class 12 contains 42082 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 12156 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 4934 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10402 members 
Mstep: Class 20 contains 55389 members 
Mstep: Class 21 contains 18567 members 
Mstep: Class 22 contains 3704 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98030072.000000 Penalty: 74808.710938
Iteration 73Q: 23 clusters Score -9.803007e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76466 members 
Mstep: Class 2 contains 3431 members 
Mstep: Class 3 contains 24733 members 
Mstep: Class 4 contains 25903 members 
Mstep: Class 5 contains 23910 members 
Mstep: Class 6 contains 284894 members 
Mstep: Class 7 contains 111647 members 
Mstep: Class 8 contains 22960 members 
Mstep: Class 9 contains 3484 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 168201 members 
Mstep: Class 12 contains 42158 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 12139 members 
Mstep: Class 15 contains 1314 members 
Mstep: Class 16 contains 4932 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10400 members 
Mstep: Class 20 contains 55242 members 
Mstep: Class 21 contains 18574 members 
Mstep: Class 22 contains 3709 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98030240.000000 Penalty: 74808.710938
Iteration 74Q: 23 clusters Score -9.803024e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 3390 members 
Mstep: Class 3 contains 24729 members 
Mstep: Class 4 contains 25902 members 
Mstep: Class 5 contains 23884 members 
Mstep: Class 6 contains 285537 members 
Mstep: Class 7 contains 111639 members 
Mstep: Class 8 contains 22950 members 
Mstep: Class 9 contains 3510 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 167765 members 
Mstep: Class 12 contains 42238 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 12123 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 4932 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10390 members 
Mstep: Class 20 contains 55064 members 
Mstep: Class 21 contains 18569 members 
Mstep: Class 22 contains 3712 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98030520.000000 Penalty: 74808.710938
Iteration 75Q: 23 clusters Score -9.803052e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76430 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 24714 members 
Mstep: Class 4 contains 25909 members 
Mstep: Class 5 contains 23870 members 
Mstep: Class 6 contains 286232 members 
Mstep: Class 7 contains 111620 members 
Mstep: Class 8 contains 22941 members 
Mstep: Class 9 contains 3535 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 167252 members 
Mstep: Class 12 contains 42332 members 
Mstep: Class 13 contains 2617 members 
Mstep: Class 14 contains 12108 members 
Mstep: Class 15 contains 1314 members 
Mstep: Class 16 contains 4932 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 54897 members 
Mstep: Class 21 contains 18557 members 
Mstep: Class 22 contains 3714 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98030832.000000 Penalty: 74808.710938
Iteration 76Q: 23 clusters Score -9.803083e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76440 members 
Mstep: Class 2 contains 3322 members 
Mstep: Class 3 contains 24679 members 
Mstep: Class 4 contains 25914 members 
Mstep: Class 5 contains 23849 members 
Mstep: Class 6 contains 287006 members 
Mstep: Class 7 contains 111602 members 
Mstep: Class 8 contains 22919 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 166654 members 
Mstep: Class 12 contains 42436 members 
Mstep: Class 13 contains 2618 members 
Mstep: Class 14 contains 12097 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 4932 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 54732 members 
Mstep: Class 21 contains 18543 members 
Mstep: Class 22 contains 3716 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031224.000000 Penalty: 74808.710938
Iteration 77Q: 23 clusters Score -9.803122e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76428 members 
Mstep: Class 2 contains 3288 members 
Mstep: Class 3 contains 24655 members 
Mstep: Class 4 contains 25915 members 
Mstep: Class 5 contains 23835 members 
Mstep: Class 6 contains 287862 members 
Mstep: Class 7 contains 111583 members 
Mstep: Class 8 contains 22913 members 
Mstep: Class 9 contains 3579 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 165956 members 
Mstep: Class 12 contains 42543 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 12083 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 4932 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10380 members 
Mstep: Class 20 contains 54588 members 
Mstep: Class 21 contains 18524 members 
Mstep: Class 22 contains 3719 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031520.000000 Penalty: 74808.710938
Iteration 78Q: 23 clusters Score -9.803152e+07 nChanged 1862
Entering ConstructFrom: 
Score: -98031520.000000 Penalty: 74808.710938
Entering ConstructFrom: 
Trying to split cluster 1 (76438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Entering Unmasked Estep 
Score: -8663520.000000 Penalty: 2788.570312
	Iteration 0F: 2 clusters Score -8663520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -8612085.000000 Penalty: 5577.140625
	Iteration 0F: 3 clusters Score -8612085 nChanged 35951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -8632838.000000 Penalty: 5577.140625
	Iteration 1F: 3 clusters Score -8632838 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -8633763.000000 Penalty: 5577.140625
	Iteration 2Q: 3 clusters Score -8633763 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -8634989.000000 Penalty: 5577.140625
	Iteration 3Q: 3 clusters Score -8634989 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -8636573.000000 Penalty: 5577.140625
	Iteration 4Q: 3 clusters Score -8636573 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -8638425.000000 Penalty: 5577.140625
	Iteration 5Q: 3 clusters Score -8638425 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -8640285.000000 Penalty: 5577.140625
	Iteration 6Q: 3 clusters Score -8640285 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -8642237.000000 Penalty: 5577.140625
	Iteration 7Q: 3 clusters Score -8642237 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -8644398.000000 Penalty: 5577.140625
	Iteration 8F: 3 clusters Score -8644398 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8646801.000000 Penalty: 5577.140625
	Iteration 9F: 3 clusters Score -8646801 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -8648896.000000 Penalty: 5577.140625
	Iteration 10F: 3 clusters Score -8648896 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -8650139.000000 Penalty: 5577.140625
	Iteration 11Q: 3 clusters Score -8650139 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -8650685.000000 Penalty: 5577.140625
	Iteration 12Q: 3 clusters Score -8650685 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -8650956.000000 Penalty: 5577.140625
	Iteration 13Q: 3 clusters Score -8650956 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -8651127.000000 Penalty: 5577.140625
	Iteration 14Q: 3 clusters Score -8651127 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -8651174.000000 Penalty: 5577.140625
	Iteration 15Q: 3 clusters Score -8651174 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -8651215.000000 Penalty: 5577.140625
	Iteration 16Q: 3 clusters Score -8651215 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -8651280.000000 Penalty: 5577.140625
	Iteration 17Q: 3 clusters Score -8651280 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -8651352.000000 Penalty: 5577.140625
	Iteration 18Q: 3 clusters Score -8651352 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -8651434.000000 Penalty: 5577.140625
	Iteration 19Q: 3 clusters Score -8651434 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -8651477.000000 Penalty: 5577.140625
	Iteration 20F: 3 clusters Score -8651477 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -8651562.000000 Penalty: 5577.140625
	Iteration 21Q: 3 clusters Score -8651562 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -8651661.000000 Penalty: 5577.140625
	Iteration 22Q: 3 clusters Score -8651661 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -8651798.000000 Penalty: 5577.140625
	Iteration 23Q: 3 clusters Score -8651798 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -8651900.000000 Penalty: 5577.140625
	Iteration 24Q: 3 clusters Score -8651900 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -8651998.000000 Penalty: 5577.140625
	Iteration 25Q: 3 clusters Score -8651998 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -8652074.000000 Penalty: 5577.140625
	Iteration 26Q: 3 clusters Score -8652074 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 47433 members 
Entering Unmasked Estep 
Score: -8652148.000000 Penalty: 5577.140625
	Iteration 27Q: 3 clusters Score -8652148 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -8652218.000000 Penalty: 5577.140625
	Iteration 28Q: 3 clusters Score -8652218 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -8652281.000000 Penalty: 5577.140625
	Iteration 29Q: 3 clusters Score -8652281 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -8652348.000000 Penalty: 5577.140625
	Iteration 30Q: 3 clusters Score -8652348 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -8652464.000000 Penalty: 5577.140625
	Iteration 31Q: 3 clusters Score -8652464 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -8652522.000000 Penalty: 5577.140625
	Iteration 32Q: 3 clusters Score -8652522 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -8652632.000000 Penalty: 5577.140625
	Iteration 33Q: 3 clusters Score -8652632 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -8652735.000000 Penalty: 5577.140625
	Iteration 34Q: 3 clusters Score -8652735 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -8652834.000000 Penalty: 5577.140625
	Iteration 35Q: 3 clusters Score -8652834 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -8652971.000000 Penalty: 5577.140625
	Iteration 36Q: 3 clusters Score -8652971 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -8653157.000000 Penalty: 5577.140625
	Iteration 37Q: 3 clusters Score -8653157 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -8653358.000000 Penalty: 5577.140625
	Iteration 38Q: 3 clusters Score -8653358 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -8653575.000000 Penalty: 5577.140625
	Iteration 39Q: 3 clusters Score -8653575 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -8653794.000000 Penalty: 5577.140625
	Iteration 40F: 3 clusters Score -8653794 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -8654048.000000 Penalty: 5577.140625
	Iteration 41Q: 3 clusters Score -8654048 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -8654251.000000 Penalty: 5577.140625
	Iteration 42Q: 3 clusters Score -8654251 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -8654455.000000 Penalty: 5577.140625
	Iteration 43Q: 3 clusters Score -8654455 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -8654704.000000 Penalty: 5577.140625
	Iteration 44Q: 3 clusters Score -8654704 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -8654910.000000 Penalty: 5577.140625
	Iteration 45Q: 3 clusters Score -8654910 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 57346 members 
Entering Unmasked Estep 
Score: -8655086.000000 Penalty: 5577.140625
	Iteration 46Q: 3 clusters Score -8655086 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 58167 members 
Entering Unmasked Estep 
Score: -8655337.000000 Penalty: 5577.140625
	Iteration 47Q: 3 clusters Score -8655337 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 59002 members 
Entering Unmasked Estep 
Score: -8655593.000000 Penalty: 5577.140625
	Iteration 48Q: 3 clusters Score -8655593 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 59832 members 
Entering Unmasked Estep 
Score: -8655806.000000 Penalty: 5577.140625
	Iteration 49Q: 3 clusters Score -8655806 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 60674 members 
Entering Unmasked Estep 
Score: -8655993.000000 Penalty: 5577.140625
	Iteration 50Q: 3 clusters Score -8655993 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -8656211.000000 Penalty: 5577.140625
	Iteration 51Q: 3 clusters Score -8656211 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -8656517.000000 Penalty: 5577.140625
	Iteration 52Q: 3 clusters Score -8656517 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 63288 members 
Entering Unmasked Estep 
Score: -8656776.000000 Penalty: 5577.140625
	Iteration 53Q: 3 clusters Score -8656776 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -8657064.000000 Penalty: 5577.140625
	Iteration 54Q: 3 clusters Score -8657064 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -8657368.000000 Penalty: 5577.140625
	Iteration 55Q: 3 clusters Score -8657368 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -8657619.000000 Penalty: 5577.140625
	Iteration 56Q: 3 clusters Score -8657619 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -8657887.000000 Penalty: 5577.140625
	Iteration 57Q: 3 clusters Score -8657887 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 67531 members 
Entering Unmasked Estep 
Score: -8658158.000000 Penalty: 5577.140625
	Iteration 58Q: 3 clusters Score -8658158 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 68252 members 
Entering Unmasked Estep 
Score: -8658409.000000 Penalty: 5577.140625
	Iteration 59Q: 3 clusters Score -8658409 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 68936 members 
Entering Unmasked Estep 
Score: -8658649.000000 Penalty: 5577.140625
	Iteration 60F: 3 clusters Score -8658649 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 69625 members 
Entering Unmasked Estep 
Score: -8658866.000000 Penalty: 5577.140625
	Iteration 61Q: 3 clusters Score -8658866 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 70275 members 
Entering Unmasked Estep 
Score: -8659118.000000 Penalty: 5577.140625
	Iteration 62Q: 3 clusters Score -8659118 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 70920 members 
Entering Unmasked Estep 
Score: -8659351.000000 Penalty: 5577.140625
	Iteration 63Q: 3 clusters Score -8659351 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -8659560.000000 Penalty: 5577.140625
	Iteration 64Q: 3 clusters Score -8659560 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -8659787.000000 Penalty: 5577.140625
	Iteration 65Q: 3 clusters Score -8659787 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -8659988.000000 Penalty: 5577.140625
	Iteration 66Q: 3 clusters Score -8659988 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 72881 members 
Entering Unmasked Estep 
Score: -8660167.000000 Penalty: 5577.140625
	Iteration 67Q: 3 clusters Score -8660167 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 73223 members 
Entering Unmasked Estep 
Score: -8660330.000000 Penalty: 5577.140625
	Iteration 68Q: 3 clusters Score -8660330 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 73520 members 
Entering Unmasked Estep 
Score: -8660434.000000 Penalty: 5577.140625
	Iteration 69Q: 3 clusters Score -8660434 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 73790 members 
Entering Unmasked Estep 
Score: -8660549.000000 Penalty: 5577.140625
	Iteration 70Q: 3 clusters Score -8660549 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 74019 members 
Entering Unmasked Estep 
Score: -8660644.000000 Penalty: 5577.140625
	Iteration 71Q: 3 clusters Score -8660644 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -8660718.000000 Penalty: 5577.140625
	Iteration 72Q: 3 clusters Score -8660718 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 74335 members 
Entering Unmasked Estep 
Score: -8660769.000000 Penalty: 5577.140625
	Iteration 73Q: 3 clusters Score -8660769 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 74461 members 
Entering Unmasked Estep 
Score: -8660836.000000 Penalty: 5577.140625
	Iteration 74Q: 3 clusters Score -8660836 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -8660892.000000 Penalty: 5577.140625
	Iteration 75Q: 3 clusters Score -8660892 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 74695 members 
Entering Unmasked Estep 
Score: -8660950.000000 Penalty: 5577.140625
	Iteration 76Q: 3 clusters Score -8660950 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 74787 members 
Entering Unmasked Estep 
Score: -8661003.000000 Penalty: 5577.140625
	Iteration 77Q: 3 clusters Score -8661003 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 74861 members 
Entering Unmasked Estep 
Score: -8661046.000000 Penalty: 5577.140625
	Iteration 78Q: 3 clusters Score -8661046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -8661066.000000 Penalty: 5577.140625
	Iteration 79Q: 3 clusters Score -8661066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 74978 members 
Entering Unmasked Estep 
Score: -8661126.000000 Penalty: 5577.140625
	Iteration 80F: 3 clusters Score -8661126 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 75033 members 
Entering Unmasked Estep 
Score: -8661140.000000 Penalty: 5577.140625
	Iteration 81Q: 3 clusters Score -8661140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 75075 members 
Entering Unmasked Estep 
Score: -8661155.000000 Penalty: 5577.140625
	Iteration 82Q: 3 clusters Score -8661155 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -8661182.000000 Penalty: 5577.140625
	Iteration 83Q: 3 clusters Score -8661182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 75135 members 
Entering Unmasked Estep 
Score: -8661194.000000 Penalty: 5577.140625
	Iteration 84Q: 3 clusters Score -8661194 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 75158 members 
Entering Unmasked Estep 
Score: -8661205.000000 Penalty: 5577.140625
	Iteration 85Q: 3 clusters Score -8661205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 75181 members 
Entering Unmasked Estep 
Score: -8661223.000000 Penalty: 5577.140625
	Iteration 86Q: 3 clusters Score -8661223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 75202 members 
Entering Unmasked Estep 
Score: -8661234.000000 Penalty: 5577.140625
	Iteration 87Q: 3 clusters Score -8661234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -8661237.000000 Penalty: 5577.140625
	Iteration 88Q: 3 clusters Score -8661237 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 75244 members 
Entering Unmasked Estep 
Score: -8661263.000000 Penalty: 5577.140625
	Iteration 89Q: 3 clusters Score -8661263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 75260 members 
Entering Unmasked Estep 
Score: -8661253.000000 Penalty: 5577.140625
	Iteration 90Q: 3 clusters Score -8661253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -8661261.000000 Penalty: 5577.140625
	Iteration 91Q: 3 clusters Score -8661261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 75278 members 
Entering Unmasked Estep 
Score: -8661264.000000 Penalty: 5577.140625
	Iteration 92Q: 3 clusters Score -8661264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -8661270.000000 Penalty: 5577.140625
	Iteration 93Q: 3 clusters Score -8661270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 75289 members 
Entering Unmasked Estep 
Score: -8661267.000000 Penalty: 5577.140625
	Iteration 94Q: 3 clusters Score -8661267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
Score: -8661279.000000 Penalty: 5577.140625
	Iteration 95Q: 3 clusters Score -8661279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -8661281.000000 Penalty: 5577.140625
	Iteration 96Q: 3 clusters Score -8661281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -8661280.000000 Penalty: 5577.140625
	Iteration 97Q: 3 clusters Score -8661280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 75314 members 
Entering Unmasked Estep 
Score: -8661284.000000 Penalty: 5577.140625
	Iteration 98Q: 3 clusters Score -8661284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 75316 members 
Entering Unmasked Estep 
Score: -8661292.000000 Penalty: 5577.140625
	Iteration 99Q: 3 clusters Score -8661292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -8661291.000000 Penalty: 5577.140625
	Iteration 100F: 3 clusters Score -8661291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
Score: -8661295.000000 Penalty: 5577.140625
	Iteration 101Q: 3 clusters Score -8661295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 75321 members 
Entering Unmasked Estep 
Score: -8661296.000000 Penalty: 5577.140625
	Iteration 102Q: 3 clusters Score -8661296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 75319 members 
Entering Unmasked Estep 
Score: -8661301.000000 Penalty: 5577.140625
	Iteration 103Q: 3 clusters Score -8661301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -8661299.000000 Penalty: 5577.140625
	Iteration 104Q: 3 clusters Score -8661299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
Score: -8661299.000000 Penalty: 5577.140625
	Iteration 105F: 3 clusters Score -8661299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Entering Unmasked Estep 
Score: -360357.281250 Penalty: 2006.191650
	Iteration 0F: 2 clusters Score -360357.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -356884.218750 Penalty: 4012.383301
	Iteration 0F: 3 clusters Score -356884.2 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -357503.062500 Penalty: 4012.383301
	Iteration 1F: 3 clusters Score -357503.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -357673.500000 Penalty: 4012.383301
	Iteration 2F: 3 clusters Score -357673.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -357786.625000 Penalty: 4012.383301
	Iteration 3F: 3 clusters Score -357786.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -357864.218750 Penalty: 4012.383301
	Iteration 4Q: 3 clusters Score -357864.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -357912.843750 Penalty: 4012.383301
	Iteration 5Q: 3 clusters Score -357912.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -357941.218750 Penalty: 4012.383301
	Iteration 6Q: 3 clusters Score -357941.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -357971.125000 Penalty: 4012.383301
	Iteration 7Q: 3 clusters Score -357971.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -357993.375000 Penalty: 4012.383301
	Iteration 8Q: 3 clusters Score -357993.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -358009.875000 Penalty: 4012.383301
	Iteration 9Q: 3 clusters Score -358009.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -358020.750000 Penalty: 4012.383301
	Iteration 10Q: 3 clusters Score -358020.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -358031.562500 Penalty: 4012.383301
	Iteration 11Q: 3 clusters Score -358031.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -358042.250000 Penalty: 4012.383301
	Iteration 12Q: 3 clusters Score -358042.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -358049.187500 Penalty: 4012.383301
	Iteration 13Q: 3 clusters Score -358049.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -358057.250000 Penalty: 4012.383301
	Iteration 14Q: 3 clusters Score -358057.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -358065.812500 Penalty: 4012.383301
	Iteration 15Q: 3 clusters Score -358065.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -358069.312500 Penalty: 4012.383301
	Iteration 16Q: 3 clusters Score -358069.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -358072.812500 Penalty: 4012.383301
	Iteration 17Q: 3 clusters Score -358072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -358074.468750 Penalty: 4012.383301
	Iteration 18Q: 3 clusters Score -358074.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -358076.093750 Penalty: 4012.383301
	Iteration 19Q: 3 clusters Score -358076.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -358077.687500 Penalty: 4012.383301
	Iteration 20F: 3 clusters Score -358077.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -358078.750000 Penalty: 4012.383301
	Iteration 21Q: 3 clusters Score -358078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -358078.687500 Penalty: 4012.383301
	Iteration 22Q: 3 clusters Score -358078.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -358079.468750 Penalty: 4012.383301
	Iteration 23Q: 3 clusters Score -358079.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -358079.468750 Penalty: 4012.383301
	Iteration 24F: 3 clusters Score -358079.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Entering Unmasked Estep 
Score: -2798945.750000 Penalty: 2507.797119
	Iteration 0F: 2 clusters Score -2798946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2781814.250000 Penalty: 5015.594238
	Iteration 0F: 3 clusters Score -2781814 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2787608.500000 Penalty: 5015.594238
	Iteration 1F: 3 clusters Score -2787608 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -2788036.750000 Penalty: 5015.594238
	Iteration 2F: 3 clusters Score -2788037 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2788416.250000 Penalty: 5015.594238
	Iteration 3Q: 3 clusters Score -2788416 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2788754.000000 Penalty: 5015.594238
	Iteration 4Q: 3 clusters Score -2788754 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2789112.000000 Penalty: 5015.594238
	Iteration 5Q: 3 clusters Score -2789112 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2789513.500000 Penalty: 5015.594238
	Iteration 6Q: 3 clusters Score -2789514 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2789940.250000 Penalty: 5015.594238
	Iteration 7Q: 3 clusters Score -2789940 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2790452.750000 Penalty: 5015.594238
	Iteration 8Q: 3 clusters Score -2790453 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2791091.250000 Penalty: 5015.594238
	Iteration 9Q: 3 clusters Score -2791091 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2791874.250000 Penalty: 5015.594238
	Iteration 10Q: 3 clusters Score -2791874 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2792715.500000 Penalty: 5015.594238
	Iteration 11Q: 3 clusters Score -2792716 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2793400.250000 Penalty: 5015.594238
	Iteration 12Q: 3 clusters Score -2793400 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2793913.500000 Penalty: 5015.594238
	Iteration 13Q: 3 clusters Score -2793914 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2794230.750000 Penalty: 5015.594238
	Iteration 14Q: 3 clusters Score -2794231 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2794404.750000 Penalty: 5015.594238
	Iteration 15Q: 3 clusters Score -2794405 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2794562.750000 Penalty: 5015.594238
	Iteration 16Q: 3 clusters Score -2794563 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2794692.750000 Penalty: 5015.594238
	Iteration 17Q: 3 clusters Score -2794693 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2794794.000000 Penalty: 5015.594238
	Iteration 18Q: 3 clusters Score -2794794 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2794909.750000 Penalty: 5015.594238
	Iteration 19Q: 3 clusters Score -2794910 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2795019.250000 Penalty: 5015.594238
	Iteration 20F: 3 clusters Score -2795019 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2795115.000000 Penalty: 5015.594238
	Iteration 21Q: 3 clusters Score -2795115 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2795221.250000 Penalty: 5015.594238
	Iteration 22Q: 3 clusters Score -2795221 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2795357.500000 Penalty: 5015.594238
	Iteration 23Q: 3 clusters Score -2795358 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2795474.000000 Penalty: 5015.594238
	Iteration 24Q: 3 clusters Score -2795474 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -2795580.000000 Penalty: 5015.594238
	Iteration 25Q: 3 clusters Score -2795580 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -2795699.500000 Penalty: 5015.594238
	Iteration 26Q: 3 clusters Score -2795700 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -2795824.500000 Penalty: 5015.594238
	Iteration 27Q: 3 clusters Score -2795824 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2795927.750000 Penalty: 5015.594238
	Iteration 28Q: 3 clusters Score -2795928 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2796041.750000 Penalty: 5015.594238
	Iteration 29Q: 3 clusters Score -2796042 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -2796143.000000 Penalty: 5015.594238
	Iteration 30Q: 3 clusters Score -2796143 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2796222.500000 Penalty: 5015.594238
	Iteration 31Q: 3 clusters Score -2796222 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2796303.500000 Penalty: 5015.594238
	Iteration 32Q: 3 clusters Score -2796304 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -2796380.000000 Penalty: 5015.594238
	Iteration 33Q: 3 clusters Score -2796380 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -2796452.000000 Penalty: 5015.594238
	Iteration 34Q: 3 clusters Score -2796452 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -2796509.000000 Penalty: 5015.594238
	Iteration 35Q: 3 clusters Score -2796509 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2796540.250000 Penalty: 5015.594238
	Iteration 36Q: 3 clusters Score -2796540 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -2796574.000000 Penalty: 5015.594238
	Iteration 37Q: 3 clusters Score -2796574 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -2796608.000000 Penalty: 5015.594238
	Iteration 38Q: 3 clusters Score -2796608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -2796631.000000 Penalty: 5015.594238
	Iteration 39Q: 3 clusters Score -2796631 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -2796656.250000 Penalty: 5015.594238
	Iteration 40F: 3 clusters Score -2796656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2796672.000000 Penalty: 5015.594238
	Iteration 41Q: 3 clusters Score -2796672 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -2796688.500000 Penalty: 5015.594238
	Iteration 42Q: 3 clusters Score -2796688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -2796700.250000 Penalty: 5015.594238
	Iteration 43Q: 3 clusters Score -2796700 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -2796710.750000 Penalty: 5015.594238
	Iteration 44Q: 3 clusters Score -2796711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -2796729.250000 Penalty: 5015.594238
	Iteration 45Q: 3 clusters Score -2796729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -2796743.250000 Penalty: 5015.594238
	Iteration 46Q: 3 clusters Score -2796743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -2796758.000000 Penalty: 5015.594238
	Iteration 47Q: 3 clusters Score -2796758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -2796769.750000 Penalty: 5015.594238
	Iteration 48Q: 3 clusters Score -2796770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -2796773.000000 Penalty: 5015.594238
	Iteration 49Q: 3 clusters Score -2796773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -2796779.250000 Penalty: 5015.594238
	Iteration 50Q: 3 clusters Score -2796779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -2796782.250000 Penalty: 5015.594238
	Iteration 51Q: 3 clusters Score -2796782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -2796785.000000 Penalty: 5015.594238
	Iteration 52Q: 3 clusters Score -2796785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2796789.750000 Penalty: 5015.594238
	Iteration 53Q: 3 clusters Score -2796790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -2796793.750000 Penalty: 5015.594238
	Iteration 54Q: 3 clusters Score -2796794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -2796795.000000 Penalty: 5015.594238
	Iteration 55Q: 3 clusters Score -2796795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -2796800.250000 Penalty: 5015.594238
	Iteration 56Q: 3 clusters Score -2796800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -2796803.250000 Penalty: 5015.594238
	Iteration 57Q: 3 clusters Score -2796803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -2796808.000000 Penalty: 5015.594238
	Iteration 58Q: 3 clusters Score -2796808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -2796811.250000 Penalty: 5015.594238
	Iteration 59Q: 3 clusters Score -2796811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -2796810.250000 Penalty: 5015.594238
	Iteration 60F: 3 clusters Score -2796810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -2796809.000000 Penalty: 5015.594238
	Iteration 61Q: 3 clusters Score -2796809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -2796808.500000 Penalty: 5015.594238
	Iteration 62Q: 3 clusters Score -2796808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -2796808.000000 Penalty: 5015.594238
	Iteration 63Q: 3 clusters Score -2796808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -2796806.250000 Penalty: 5015.594238
	Iteration 64Q: 3 clusters Score -2796806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -2796810.000000 Penalty: 5015.594238
	Iteration 65Q: 3 clusters Score -2796810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -2796809.500000 Penalty: 5015.594238
	Iteration 66Q: 3 clusters Score -2796810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -2796810.750000 Penalty: 5015.594238
	Iteration 67Q: 3 clusters Score -2796811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -2796811.500000 Penalty: 5015.594238
	Iteration 68Q: 3 clusters Score -2796812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -2796811.750000 Penalty: 5015.594238
	Iteration 69Q: 3 clusters Score -2796812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2796812.750000 Penalty: 5015.594238
	Iteration 70Q: 3 clusters Score -2796813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2796813.250000 Penalty: 5015.594238
	Iteration 71Q: 3 clusters Score -2796813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -2796814.000000 Penalty: 5015.594238
	Iteration 72Q: 3 clusters Score -2796814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -2796814.000000 Penalty: 5015.594238
	Iteration 73F: 3 clusters Score -2796814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Entering Unmasked Estep 
Score: -2708049.500000 Penalty: 2520.271240
	Iteration 0F: 2 clusters Score -2708050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2690280.250000 Penalty: 5040.542480
	Iteration 0F: 3 clusters Score -2690280 nChanged 11443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2696445.500000 Penalty: 5040.542480
	Iteration 1F: 3 clusters Score -2696446 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2696949.750000 Penalty: 5040.542480
	Iteration 2F: 3 clusters Score -2696950 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2697406.750000 Penalty: 5040.542480
	Iteration 3Q: 3 clusters Score -2697407 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2697896.000000 Penalty: 5040.542480
	Iteration 4Q: 3 clusters Score -2697896 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2698492.250000 Penalty: 5040.542480
	Iteration 5Q: 3 clusters Score -2698492 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -2699358.750000 Penalty: 5040.542480
	Iteration 6F: 3 clusters Score -2699359 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2700622.250000 Penalty: 5040.542480
	Iteration 7F: 3 clusters Score -2700622 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2702113.750000 Penalty: 5040.542480
	Iteration 8F: 3 clusters Score -2702114 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2703582.500000 Penalty: 5040.542480
	Iteration 9F: 3 clusters Score -2703582 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2704705.000000 Penalty: 5040.542480
	Iteration 10Q: 3 clusters Score -2704705 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2705324.500000 Penalty: 5040.542480
	Iteration 11Q: 3 clusters Score -2705324 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2705648.250000 Penalty: 5040.542480
	Iteration 12Q: 3 clusters Score -2705648 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2705784.000000 Penalty: 5040.542480
	Iteration 13Q: 3 clusters Score -2705784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2705890.500000 Penalty: 5040.542480
	Iteration 14Q: 3 clusters Score -2705890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2705951.750000 Penalty: 5040.542480
	Iteration 15Q: 3 clusters Score -2705952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2705997.250000 Penalty: 5040.542480
	Iteration 16Q: 3 clusters Score -2705997 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2706039.750000 Penalty: 5040.542480
	Iteration 17Q: 3 clusters Score -2706040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2706064.250000 Penalty: 5040.542480
	Iteration 18Q: 3 clusters Score -2706064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2706094.250000 Penalty: 5040.542480
	Iteration 19Q: 3 clusters Score -2706094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2706118.500000 Penalty: 5040.542480
	Iteration 20F: 3 clusters Score -2706118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2706147.750000 Penalty: 5040.542480
	Iteration 21Q: 3 clusters Score -2706148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2706168.250000 Penalty: 5040.542480
	Iteration 22Q: 3 clusters Score -2706168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2706183.500000 Penalty: 5040.542480
	Iteration 23Q: 3 clusters Score -2706184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2706189.750000 Penalty: 5040.542480
	Iteration 24Q: 3 clusters Score -2706190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2706192.750000 Penalty: 5040.542480
	Iteration 25Q: 3 clusters Score -2706193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2706197.000000 Penalty: 5040.542480
	Iteration 26Q: 3 clusters Score -2706197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2706200.750000 Penalty: 5040.542480
	Iteration 27Q: 3 clusters Score -2706201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2706202.500000 Penalty: 5040.542480
	Iteration 28Q: 3 clusters Score -2706202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2706205.250000 Penalty: 5040.542480
	Iteration 29Q: 3 clusters Score -2706205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2706205.250000 Penalty: 5040.542480
	Iteration 30F: 3 clusters Score -2706205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Entering Unmasked Estep 
Score: -2675353.250000 Penalty: 2499.371826
	Iteration 0F: 2 clusters Score -2675353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2658750.250000 Penalty: 4998.743652
	Iteration 0F: 3 clusters Score -2658750 nChanged 10614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2664555.250000 Penalty: 4998.743652
	Iteration 1F: 3 clusters Score -2664555 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -2664990.000000 Penalty: 4998.743652
	Iteration 2F: 3 clusters Score -2664990 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -2665341.250000 Penalty: 4998.743652
	Iteration 3Q: 3 clusters Score -2665341 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2665687.000000 Penalty: 4998.743652
	Iteration 4Q: 3 clusters Score -2665687 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2666047.000000 Penalty: 4998.743652
	Iteration 5Q: 3 clusters Score -2666047 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2666506.750000 Penalty: 4998.743652
	Iteration 6Q: 3 clusters Score -2666507 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2667031.250000 Penalty: 4998.743652
	Iteration 7Q: 3 clusters Score -2667031 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2667698.250000 Penalty: 4998.743652
	Iteration 8F: 3 clusters Score -2667698 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2668503.000000 Penalty: 4998.743652
	Iteration 9F: 3 clusters Score -2668503 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2669504.750000 Penalty: 4998.743652
	Iteration 10F: 3 clusters Score -2669505 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2670549.500000 Penalty: 4998.743652
	Iteration 11F: 3 clusters Score -2670550 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2671598.750000 Penalty: 4998.743652
	Iteration 12F: 3 clusters Score -2671599 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2672445.000000 Penalty: 4998.743652
	Iteration 13Q: 3 clusters Score -2672445 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2672968.250000 Penalty: 4998.743652
	Iteration 14Q: 3 clusters Score -2672968 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2673278.500000 Penalty: 4998.743652
	Iteration 15Q: 3 clusters Score -2673278 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2673427.750000 Penalty: 4998.743652
	Iteration 16Q: 3 clusters Score -2673428 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2673525.000000 Penalty: 4998.743652
	Iteration 17Q: 3 clusters Score -2673525 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2673585.750000 Penalty: 4998.743652
	Iteration 18Q: 3 clusters Score -2673586 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2673631.250000 Penalty: 4998.743652
	Iteration 19Q: 3 clusters Score -2673631 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2673656.000000 Penalty: 4998.743652
	Iteration 20F: 3 clusters Score -2673656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2673664.500000 Penalty: 4998.743652
	Iteration 21Q: 3 clusters Score -2673664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2673668.250000 Penalty: 4998.743652
	Iteration 22Q: 3 clusters Score -2673668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2673673.500000 Penalty: 4998.743652
	Iteration 23Q: 3 clusters Score -2673674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2673673.250000 Penalty: 4998.743652
	Iteration 24Q: 3 clusters Score -2673673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2673672.750000 Penalty: 4998.743652
	Iteration 25Q: 3 clusters Score -2673673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2673674.250000 Penalty: 4998.743652
	Iteration 26Q: 3 clusters Score -2673674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2673677.250000 Penalty: 4998.743652
	Iteration 27Q: 3 clusters Score -2673677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2673676.000000 Penalty: 4998.743652
	Iteration 28Q: 3 clusters Score -2673676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2673677.750000 Penalty: 4998.743652
	Iteration 29Q: 3 clusters Score -2673678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2673677.750000 Penalty: 4998.743652
	Iteration 30F: 3 clusters Score -2673678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (288712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288712 members 
Entering Unmasked Estep 
Score: -31992470.000000 Penalty: 3118.149902
	Iteration 0F: 2 clusters Score -3.199247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144810 members 
Mstep: Class 2 contains 143902 members 
Entering Unmasked Estep 
Score: -31805742.000000 Penalty: 6236.299805
	Iteration 0F: 3 clusters Score -3.180574e+07 nChanged 139894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154258 members 
Mstep: Class 2 contains 134454 members 
Entering Unmasked Estep 
Score: -31888726.000000 Penalty: 6236.299805
	Iteration 1F: 3 clusters Score -3.188873e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160279 members 
Mstep: Class 2 contains 128433 members 
Entering Unmasked Estep 
Score: -31890294.000000 Penalty: 6236.299805
	Iteration 2Q: 3 clusters Score -3.189029e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169604 members 
Mstep: Class 2 contains 119108 members 
Entering Unmasked Estep 
Score: -31893586.000000 Penalty: 6236.299805
	Iteration 3Q: 3 clusters Score -3.189359e+07 nChanged 14594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183770 members 
Mstep: Class 2 contains 104942 members 
Entering Unmasked Estep 
Score: -31899754.000000 Penalty: 6236.299805
	Iteration 4F: 3 clusters Score -3.189975e+07 nChanged 20290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203888 members 
Mstep: Class 2 contains 84824 members 
Entering Unmasked Estep 
Score: -31911498.000000 Penalty: 6236.299805
	Iteration 5F: 3 clusters Score -3.19115e+07 nChanged 25075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228899 members 
Mstep: Class 2 contains 59813 members 
Entering Unmasked Estep 
Score: -31930380.000000 Penalty: 6236.299805
	Iteration 6F: 3 clusters Score -3.193038e+07 nChanged 24349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253234 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -31952046.000000 Penalty: 6236.299805
	Iteration 7F: 3 clusters Score -3.195205e+07 nChanged 17689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270921 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -31970012.000000 Penalty: 6236.299805
	Iteration 8F: 3 clusters Score -3.197001e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280589 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -31980460.000000 Penalty: 6236.299805
	Iteration 9Q: 3 clusters Score -3.198046e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285100 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -31985564.000000 Penalty: 6236.299805
	Iteration 10Q: 3 clusters Score -3.198556e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286955 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -31987866.000000 Penalty: 6236.299805
	Iteration 11Q: 3 clusters Score -3.198787e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287704 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -31988744.000000 Penalty: 6236.299805
	Iteration 12Q: 3 clusters Score -3.198874e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288003 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -31989150.000000 Penalty: 6236.299805
	Iteration 13Q: 3 clusters Score -3.198915e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288141 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -31989316.000000 Penalty: 6236.299805
	Iteration 14Q: 3 clusters Score -3.198932e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288202 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -31989458.000000 Penalty: 6236.299805
	Iteration 15Q: 3 clusters Score -3.198946e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288246 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -31989546.000000 Penalty: 6236.299805
	Iteration 16Q: 3 clusters Score -3.198955e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288259 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -31989562.000000 Penalty: 6236.299805
	Iteration 17Q: 3 clusters Score -3.198956e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288271 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -31989580.000000 Penalty: 6236.299805
	Iteration 18Q: 3 clusters Score -3.198958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288279 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -31989592.000000 Penalty: 6236.299805
	Iteration 19Q: 3 clusters Score -3.198959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288281 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -31989624.000000 Penalty: 6236.299805
	Iteration 20F: 3 clusters Score -3.198962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288286 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -31989626.000000 Penalty: 6236.299805
	Iteration 21Q: 3 clusters Score -3.198963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288288 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -31989626.000000 Penalty: 6236.299805
	Iteration 22Q: 3 clusters Score -3.198963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288290 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -31989622.000000 Penalty: 6236.299805
	Iteration 23Q: 3 clusters Score -3.198962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288293 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -31989624.000000 Penalty: 6236.299805
	Iteration 24Q: 3 clusters Score -3.198962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288296 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -31989632.000000 Penalty: 6236.299805
	Iteration 25Q: 3 clusters Score -3.198963e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288298 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -31989646.000000 Penalty: 6236.299805
	Iteration 26Q: 3 clusters Score -3.198965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288299 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -31989666.000000 Penalty: 6236.299805
	Iteration 27Q: 3 clusters Score -3.198967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288301 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -31989696.000000 Penalty: 6236.299805
	Iteration 28Q: 3 clusters Score -3.19897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288302 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -31989672.000000 Penalty: 6236.299805
	Iteration 29Q: 3 clusters Score -3.198967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288305 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -31989692.000000 Penalty: 6236.299805
	Iteration 30Q: 3 clusters Score -3.198969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288306 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -31989684.000000 Penalty: 6236.299805
	Iteration 31Q: 3 clusters Score -3.198968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288308 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -31989686.000000 Penalty: 6236.299805
	Iteration 32Q: 3 clusters Score -3.198969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288309 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -31989692.000000 Penalty: 6236.299805
	Iteration 33Q: 3 clusters Score -3.198969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288310 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -31989698.000000 Penalty: 6236.299805
	Iteration 34Q: 3 clusters Score -3.19897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288310 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -31989690.000000 Penalty: 6236.299805
	Iteration 35Q: 3 clusters Score -3.198969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288310 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -31989690.000000 Penalty: 6236.299805
	Iteration 36F: 3 clusters Score -3.198969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (111554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111554 members 
Entering Unmasked Estep 
Score: -12641197.000000 Penalty: 2882.321533
	Iteration 0F: 2 clusters Score -1.26412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -12566547.000000 Penalty: 5764.643066
	Iteration 0F: 3 clusters Score -1.256655e+07 nChanged 53031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -12596778.000000 Penalty: 5764.643066
	Iteration 1F: 3 clusters Score -1.259678e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 55634 members 
Entering Unmasked Estep 
Score: -12597485.000000 Penalty: 5764.643066
	Iteration 2Q: 3 clusters Score -1.259748e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 55519 members 
Entering Unmasked Estep 
Score: -12598331.000000 Penalty: 5764.643066
	Iteration 3Q: 3 clusters Score -1.259833e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -12599374.000000 Penalty: 5764.643066
	Iteration 4Q: 3 clusters Score -1.259937e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -12600480.000000 Penalty: 5764.643066
	Iteration 5Q: 3 clusters Score -1.260048e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -12601848.000000 Penalty: 5764.643066
	Iteration 6Q: 3 clusters Score -1.260185e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56829 members 
Mstep: Class 2 contains 54725 members 
Entering Unmasked Estep 
Score: -12603583.000000 Penalty: 5764.643066
	Iteration 7Q: 3 clusters Score -1.260358e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57417 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -12605516.000000 Penalty: 5764.643066
	Iteration 8Q: 3 clusters Score -1.260552e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -12607638.000000 Penalty: 5764.643066
	Iteration 9Q: 3 clusters Score -1.260764e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59740 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -12609909.000000 Penalty: 5764.643066
	Iteration 10Q: 3 clusters Score -1.260991e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61298 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -12612538.000000 Penalty: 5764.643066
	Iteration 11Q: 3 clusters Score -1.261254e+07 nChanged 5266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63026 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -12615325.000000 Penalty: 5764.643066
	Iteration 12Q: 3 clusters Score -1.261532e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -12618109.000000 Penalty: 5764.643066
	Iteration 13Q: 3 clusters Score -1.261811e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66151 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -12620252.000000 Penalty: 5764.643066
	Iteration 14Q: 3 clusters Score -1.262025e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -12621491.000000 Penalty: 5764.643066
	Iteration 15Q: 3 clusters Score -1.262149e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68848 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -12622240.000000 Penalty: 5764.643066
	Iteration 16Q: 3 clusters Score -1.262224e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70255 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -12622862.000000 Penalty: 5764.643066
	Iteration 17Q: 3 clusters Score -1.262286e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -12623366.000000 Penalty: 5764.643066
	Iteration 18Q: 3 clusters Score -1.262337e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -12623766.000000 Penalty: 5764.643066
	Iteration 19Q: 3 clusters Score -1.262377e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -12624227.000000 Penalty: 5764.643066
	Iteration 20F: 3 clusters Score -1.262423e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -12624738.000000 Penalty: 5764.643066
	Iteration 21Q: 3 clusters Score -1.262474e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77954 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -12625367.000000 Penalty: 5764.643066
	Iteration 22Q: 3 clusters Score -1.262537e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -12625963.000000 Penalty: 5764.643066
	Iteration 23Q: 3 clusters Score -1.262596e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81504 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -12626638.000000 Penalty: 5764.643066
	Iteration 24Q: 3 clusters Score -1.262664e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83416 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -12627364.000000 Penalty: 5764.643066
	Iteration 25Q: 3 clusters Score -1.262736e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85339 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -12628053.000000 Penalty: 5764.643066
	Iteration 26Q: 3 clusters Score -1.262805e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87320 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -12628838.000000 Penalty: 5764.643066
	Iteration 27Q: 3 clusters Score -1.262884e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89226 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -12629648.000000 Penalty: 5764.643066
	Iteration 28Q: 3 clusters Score -1.262965e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91139 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -12630459.000000 Penalty: 5764.643066
	Iteration 29Q: 3 clusters Score -1.263046e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93043 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -12631197.000000 Penalty: 5764.643066
	Iteration 30Q: 3 clusters Score -1.26312e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94868 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -12632036.000000 Penalty: 5764.643066
	Iteration 31Q: 3 clusters Score -1.263204e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96612 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -12632860.000000 Penalty: 5764.643066
	Iteration 32Q: 3 clusters Score -1.263286e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98250 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -12633603.000000 Penalty: 5764.643066
	Iteration 33Q: 3 clusters Score -1.26336e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99787 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -12634277.000000 Penalty: 5764.643066
	Iteration 34Q: 3 clusters Score -1.263428e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101167 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -12634875.000000 Penalty: 5764.643066
	Iteration 35Q: 3 clusters Score -1.263488e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102431 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -12635415.000000 Penalty: 5764.643066
	Iteration 36Q: 3 clusters Score -1.263542e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103595 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -12635944.000000 Penalty: 5764.643066
	Iteration 37Q: 3 clusters Score -1.263594e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104642 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -12636434.000000 Penalty: 5764.643066
	Iteration 38Q: 3 clusters Score -1.263643e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105551 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -12636897.000000 Penalty: 5764.643066
	Iteration 39Q: 3 clusters Score -1.26369e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106341 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -12637222.000000 Penalty: 5764.643066
	Iteration 40F: 3 clusters Score -1.263722e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106998 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -12637539.000000 Penalty: 5764.643066
	Iteration 41Q: 3 clusters Score -1.263754e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107554 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -12637811.000000 Penalty: 5764.643066
	Iteration 42Q: 3 clusters Score -1.263781e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108019 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -12638069.000000 Penalty: 5764.643066
	Iteration 43Q: 3 clusters Score -1.263807e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108406 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -12638252.000000 Penalty: 5764.643066
	Iteration 44Q: 3 clusters Score -1.263825e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108709 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -12638378.000000 Penalty: 5764.643066
	Iteration 45Q: 3 clusters Score -1.263838e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108968 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -12638509.000000 Penalty: 5764.643066
	Iteration 46Q: 3 clusters Score -1.263851e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109173 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -12638622.000000 Penalty: 5764.643066
	Iteration 47Q: 3 clusters Score -1.263862e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109340 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -12638718.000000 Penalty: 5764.643066
	Iteration 48Q: 3 clusters Score -1.263872e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109459 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -12638795.000000 Penalty: 5764.643066
	Iteration 49Q: 3 clusters Score -1.26388e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109565 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -12638863.000000 Penalty: 5764.643066
	Iteration 50Q: 3 clusters Score -1.263886e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109649 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -12638884.000000 Penalty: 5764.643066
	Iteration 51Q: 3 clusters Score -1.263888e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109714 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -12638906.000000 Penalty: 5764.643066
	Iteration 52Q: 3 clusters Score -1.263891e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109775 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -12638928.000000 Penalty: 5764.643066
	Iteration 53Q: 3 clusters Score -1.263893e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109824 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -12638943.000000 Penalty: 5764.643066
	Iteration 54Q: 3 clusters Score -1.263894e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109855 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -12638980.000000 Penalty: 5764.643066
	Iteration 55Q: 3 clusters Score -1.263898e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109891 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -12639001.000000 Penalty: 5764.643066
	Iteration 56Q: 3 clusters Score -1.2639e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109913 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -12639000.000000 Penalty: 5764.643066
	Iteration 57Q: 3 clusters Score -1.2639e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109934 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -12639009.000000 Penalty: 5764.643066
	Iteration 58Q: 3 clusters Score -1.263901e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109955 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -12639025.000000 Penalty: 5764.643066
	Iteration 59Q: 3 clusters Score -1.263902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109969 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -12639019.000000 Penalty: 5764.643066
	Iteration 60F: 3 clusters Score -1.263902e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109983 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -12639005.000000 Penalty: 5764.643066
	Iteration 61Q: 3 clusters Score -1.2639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109997 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -12639028.000000 Penalty: 5764.643066
	Iteration 62Q: 3 clusters Score -1.263903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110010 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -12639019.000000 Penalty: 5764.643066
	Iteration 63Q: 3 clusters Score -1.263902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110020 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -12639025.000000 Penalty: 5764.643066
	Iteration 64Q: 3 clusters Score -1.263902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110028 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -12639020.000000 Penalty: 5764.643066
	Iteration 65Q: 3 clusters Score -1.263902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110035 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -12639034.000000 Penalty: 5764.643066
	Iteration 66Q: 3 clusters Score -1.263903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110040 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -12639037.000000 Penalty: 5764.643066
	Iteration 67Q: 3 clusters Score -1.263904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110045 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -12639040.000000 Penalty: 5764.643066
	Iteration 68Q: 3 clusters Score -1.263904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110050 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -12639045.000000 Penalty: 5764.643066
	Iteration 69Q: 3 clusters Score -1.263904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110051 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -12639043.000000 Penalty: 5764.643066
	Iteration 70Q: 3 clusters Score -1.263904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -12639036.000000 Penalty: 5764.643066
	Iteration 71Q: 3 clusters Score -1.263904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110052 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -12639044.000000 Penalty: 5764.643066
	Iteration 72Q: 3 clusters Score -1.263904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110053 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -12639041.000000 Penalty: 5764.643066
	Iteration 73Q: 3 clusters Score -1.263904e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110053 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -12639041.000000 Penalty: 5764.643066
	Iteration 74F: 3 clusters Score -1.263904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Entering Unmasked Estep 
Score: -2575077.750000 Penalty: 2489.731934
	Iteration 0F: 2 clusters Score -2575078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2559106.750000 Penalty: 4979.463867
	Iteration 0F: 3 clusters Score -2559107 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2564425.750000 Penalty: 4979.463867
	Iteration 1F: 3 clusters Score -2564426 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2564848.000000 Penalty: 4979.463867
	Iteration 2Q: 3 clusters Score -2564848 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2565224.500000 Penalty: 4979.463867
	Iteration 3Q: 3 clusters Score -2565224 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2565640.750000 Penalty: 4979.463867
	Iteration 4Q: 3 clusters Score -2565641 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2566192.750000 Penalty: 4979.463867
	Iteration 5Q: 3 clusters Score -2566193 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2566899.750000 Penalty: 4979.463867
	Iteration 6F: 3 clusters Score -2566900 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2567879.500000 Penalty: 4979.463867
	Iteration 7F: 3 clusters Score -2567880 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2568986.000000 Penalty: 4979.463867
	Iteration 8F: 3 clusters Score -2568986 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -2570168.000000 Penalty: 4979.463867
	Iteration 9F: 3 clusters Score -2570168 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2571221.750000 Penalty: 4979.463867
	Iteration 10Q: 3 clusters Score -2571222 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2571984.500000 Penalty: 4979.463867
	Iteration 11Q: 3 clusters Score -2571984 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2572466.750000 Penalty: 4979.463867
	Iteration 12Q: 3 clusters Score -2572467 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2572668.750000 Penalty: 4979.463867
	Iteration 13Q: 3 clusters Score -2572669 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2572761.000000 Penalty: 4979.463867
	Iteration 14Q: 3 clusters Score -2572761 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2572805.500000 Penalty: 4979.463867
	Iteration 15Q: 3 clusters Score -2572806 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2572831.250000 Penalty: 4979.463867
	Iteration 16Q: 3 clusters Score -2572831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2572854.000000 Penalty: 4979.463867
	Iteration 17Q: 3 clusters Score -2572854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2572871.000000 Penalty: 4979.463867
	Iteration 18Q: 3 clusters Score -2572871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2572885.250000 Penalty: 4979.463867
	Iteration 19Q: 3 clusters Score -2572885 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2572894.000000 Penalty: 4979.463867
	Iteration 20F: 3 clusters Score -2572894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2572895.000000 Penalty: 4979.463867
	Iteration 21Q: 3 clusters Score -2572895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2572897.750000 Penalty: 4979.463867
	Iteration 22Q: 3 clusters Score -2572898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2572891.500000 Penalty: 4979.463867
	Iteration 23Q: 3 clusters Score -2572892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2572900.250000 Penalty: 4979.463867
	Iteration 24Q: 3 clusters Score -2572900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2572909.000000 Penalty: 4979.463867
	Iteration 25Q: 3 clusters Score -2572909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2572907.250000 Penalty: 4979.463867
	Iteration 26Q: 3 clusters Score -2572907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2572910.250000 Penalty: 4979.463867
	Iteration 27Q: 3 clusters Score -2572910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2572916.000000 Penalty: 4979.463867
	Iteration 28Q: 3 clusters Score -2572916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2572922.750000 Penalty: 4979.463867
	Iteration 29Q: 3 clusters Score -2572923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2572924.250000 Penalty: 4979.463867
	Iteration 30Q: 3 clusters Score -2572924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2572926.000000 Penalty: 4979.463867
	Iteration 31Q: 3 clusters Score -2572926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2572926.000000 Penalty: 4979.463867
	Iteration 32F: 3 clusters Score -2572926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Entering Unmasked Estep 
Score: -379596.656250 Penalty: 2031.001465
	Iteration 0F: 2 clusters Score -379596.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -375992.156250 Penalty: 4062.002930
	Iteration 0F: 3 clusters Score -375992.2 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -376770.656250 Penalty: 4062.002930
	Iteration 1F: 3 clusters Score -376770.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -376999.687500 Penalty: 4062.002930
	Iteration 2F: 3 clusters Score -376999.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -377180.218750 Penalty: 4062.002930
	Iteration 3F: 3 clusters Score -377180.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -377337.906250 Penalty: 4062.002930
	Iteration 4Q: 3 clusters Score -377337.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -377528.062500 Penalty: 4062.002930
	Iteration 5Q: 3 clusters Score -377528.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -377839.968750 Penalty: 4062.002930
	Iteration 6F: 3 clusters Score -377840 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -378167.406250 Penalty: 4062.002930
	Iteration 7F: 3 clusters Score -378167.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -378450.156250 Penalty: 4062.002930
	Iteration 8F: 3 clusters Score -378450.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -378647.343750 Penalty: 4062.002930
	Iteration 9Q: 3 clusters Score -378647.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -378826.781250 Penalty: 4062.002930
	Iteration 10Q: 3 clusters Score -378826.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -378928.625000 Penalty: 4062.002930
	Iteration 11Q: 3 clusters Score -378928.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -378982.125000 Penalty: 4062.002930
	Iteration 12Q: 3 clusters Score -378982.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -379001.625000 Penalty: 4062.002930
	Iteration 13Q: 3 clusters Score -379001.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -379019.218750 Penalty: 4062.002930
	Iteration 14Q: 3 clusters Score -379019.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -379057.656250 Penalty: 4062.002930
	Iteration 15Q: 3 clusters Score -379057.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -379082.562500 Penalty: 4062.002930
	Iteration 16Q: 3 clusters Score -379082.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -379110.750000 Penalty: 4062.002930
	Iteration 17Q: 3 clusters Score -379110.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -379152.156250 Penalty: 4062.002930
	Iteration 18Q: 3 clusters Score -379152.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -379202.906250 Penalty: 4062.002930
	Iteration 19Q: 3 clusters Score -379202.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -379255.687500 Penalty: 4062.002930
	Iteration 20F: 3 clusters Score -379255.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -379284.031250 Penalty: 4062.002930
	Iteration 21Q: 3 clusters Score -379284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -379306.843750 Penalty: 4062.002930
	Iteration 22Q: 3 clusters Score -379306.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -379317.281250 Penalty: 4062.002930
	Iteration 23Q: 3 clusters Score -379317.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -379322.375000 Penalty: 4062.002930
	Iteration 24Q: 3 clusters Score -379322.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -379323.875000 Penalty: 4062.002930
	Iteration 25Q: 3 clusters Score -379323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -379325.750000 Penalty: 4062.002930
	Iteration 26Q: 3 clusters Score -379325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -379325.750000 Penalty: 4062.002930
	Iteration 27F: 3 clusters Score -379325.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Entering Unmasked Estep 
Score: -84293.796875 Penalty: 1700.663452
	Iteration 0F: 2 clusters Score -84293.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -82531.500000 Penalty: 3401.326904
	Iteration 0F: 3 clusters Score -82531.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -83335.898438 Penalty: 3401.326904
	Iteration 1F: 3 clusters Score -83335.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -83812.742188 Penalty: 3401.326904
	Iteration 2F: 3 clusters Score -83812.74 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -84155.585938 Penalty: 3401.326904
	Iteration 3F: 3 clusters Score -84155.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -84341.617188 Penalty: 3401.326904
	Iteration 4F: 3 clusters Score -84341.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -84460.750000 Penalty: 3401.326904
	Iteration 5Q: 3 clusters Score -84460.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -84607.281250 Penalty: 3401.326904
	Iteration 6Q: 3 clusters Score -84607.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -84720.132812 Penalty: 3401.326904
	Iteration 7Q: 3 clusters Score -84720.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -84768.625000 Penalty: 3401.326904
	Iteration 8Q: 3 clusters Score -84768.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -84807.648438 Penalty: 3401.326904
	Iteration 9Q: 3 clusters Score -84807.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -84866.281250 Penalty: 3401.326904
	Iteration 10Q: 3 clusters Score -84866.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -84903.273438 Penalty: 3401.326904
	Iteration 11Q: 3 clusters Score -84903.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -84932.992188 Penalty: 3401.326904
	Iteration 12Q: 3 clusters Score -84932.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -84970.585938 Penalty: 3401.326904
	Iteration 13Q: 3 clusters Score -84970.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -85013.195312 Penalty: 3401.326904
	Iteration 14Q: 3 clusters Score -85013.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -85080.406250 Penalty: 3401.326904
	Iteration 15Q: 3 clusters Score -85080.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -85170.367188 Penalty: 3401.326904
	Iteration 16Q: 3 clusters Score -85170.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -85211.523438 Penalty: 3401.326904
	Iteration 17Q: 3 clusters Score -85211.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -85223.929688 Penalty: 3401.326904
	Iteration 18Q: 3 clusters Score -85223.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -85242.835938 Penalty: 3401.326904
	Iteration 19Q: 3 clusters Score -85242.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -85284.570312 Penalty: 3401.326904
	Iteration 20F: 3 clusters Score -85284.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -85392.320312 Penalty: 3401.326904
	Iteration 21Q: 3 clusters Score -85392.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -85448.054688 Penalty: 3401.326904
	Iteration 22Q: 3 clusters Score -85448.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -85480.367188 Penalty: 3401.326904
	Iteration 23Q: 3 clusters Score -85480.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -85506.132812 Penalty: 3401.326904
	Iteration 24Q: 3 clusters Score -85506.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -85523.726562 Penalty: 3401.326904
	Iteration 25Q: 3 clusters Score -85523.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -85538.367188 Penalty: 3401.326904
	Iteration 26Q: 3 clusters Score -85538.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -85565.960938 Penalty: 3401.326904
	Iteration 27F: 3 clusters Score -85565.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -85907.781250 Penalty: 3401.326904
	Iteration 28Q: 3 clusters Score -85907.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -86041.437500 Penalty: 3401.326904
	Iteration 29Q: 3 clusters Score -86041.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -86041.437500 Penalty: 3401.326904
	Iteration 30F: 3 clusters Score -86041.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 24639 members 
Mstep: Class 4 contains 25910 members 
Mstep: Class 5 contains 23816 members 
Mstep: Class 6 contains 288712 members 
Mstep: Class 7 contains 111554 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 3603 members 
Mstep: Class 10 contains 435 members 
Mstep: Class 11 contains 165227 members 
Mstep: Class 12 contains 42615 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 12073 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 4932 members 
Mstep: Class 17 contains 516 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10381 members 
Mstep: Class 20 contains 54478 members 
Mstep: Class 21 contains 18514 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
Score: -98031344.000000 Penalty: 78209.109375
Splitting cluster 10 changes total score from -98031520.000000 to -98031344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (165227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165227 members 
Entering Unmasked Estep 
Score: -18347664.000000 Penalty: 2979.738770
	Iteration 0F: 2 clusters Score -1.834766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -18237654.000000 Penalty: 5959.477539
	Iteration 0F: 3 clusters Score -1.823765e+07 nChanged 79123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 78899 members 
Entering Unmasked Estep 
Score: -18283978.000000 Penalty: 5959.477539
	Iteration 1F: 3 clusters Score -1.828398e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88608 members 
Mstep: Class 2 contains 76619 members 
Entering Unmasked Estep 
Score: -18285314.000000 Penalty: 5959.477539
	Iteration 2Q: 3 clusters Score -1.828531e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92012 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -18287022.000000 Penalty: 5959.477539
	Iteration 3Q: 3 clusters Score -1.828702e+07 nChanged 6656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96936 members 
Mstep: Class 2 contains 68291 members 
Entering Unmasked Estep 
Score: -18289924.000000 Penalty: 5959.477539
	Iteration 4Q: 3 clusters Score -1.828992e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103659 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -18294280.000000 Penalty: 5959.477539
	Iteration 5Q: 3 clusters Score -1.829428e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112572 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -18300388.000000 Penalty: 5959.477539
	Iteration 6F: 3 clusters Score -1.830039e+07 nChanged 11334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123444 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -18308782.000000 Penalty: 5959.477539
	Iteration 7F: 3 clusters Score -1.830878e+07 nChanged 12143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135413 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -18319208.000000 Penalty: 5959.477539
	Iteration 8F: 3 clusters Score -1.831921e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146588 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -18329092.000000 Penalty: 5959.477539
	Iteration 9F: 3 clusters Score -1.832909e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155335 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -18336874.000000 Penalty: 5959.477539
	Iteration 10F: 3 clusters Score -1.833687e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160785 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -18341442.000000 Penalty: 5959.477539
	Iteration 11Q: 3 clusters Score -1.834144e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163395 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -18343536.000000 Penalty: 5959.477539
	Iteration 12Q: 3 clusters Score -1.834354e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164387 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -18344320.000000 Penalty: 5959.477539
	Iteration 13Q: 3 clusters Score -1.834432e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164740 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -18344662.000000 Penalty: 5959.477539
	Iteration 14Q: 3 clusters Score -1.834466e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164861 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -18344810.000000 Penalty: 5959.477539
	Iteration 15Q: 3 clusters Score -1.834481e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164916 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -18344908.000000 Penalty: 5959.477539
	Iteration 16Q: 3 clusters Score -1.834491e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164943 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -18344946.000000 Penalty: 5959.477539
	Iteration 17Q: 3 clusters Score -1.834495e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164958 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -18344974.000000 Penalty: 5959.477539
	Iteration 18Q: 3 clusters Score -1.834497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164965 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -18344990.000000 Penalty: 5959.477539
	Iteration 19Q: 3 clusters Score -1.834499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164966 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -18345004.000000 Penalty: 5959.477539
	Iteration 20F: 3 clusters Score -1.8345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164969 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -18345002.000000 Penalty: 5959.477539
	Iteration 21Q: 3 clusters Score -1.8345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164974 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -18345006.000000 Penalty: 5959.477539
	Iteration 22Q: 3 clusters Score -1.834501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164977 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -18345012.000000 Penalty: 5959.477539
	Iteration 23Q: 3 clusters Score -1.834501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164979 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18345012.000000 Penalty: 5959.477539
	Iteration 24Q: 3 clusters Score -1.834501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164979 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18345024.000000 Penalty: 5959.477539
	Iteration 25Q: 3 clusters Score -1.834502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164979 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -18345030.000000 Penalty: 5959.477539
	Iteration 26Q: 3 clusters Score -1.834503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164984 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -18345030.000000 Penalty: 5959.477539
	Iteration 27Q: 3 clusters Score -1.834503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164990 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18345064.000000 Penalty: 5959.477539
	Iteration 28Q: 3 clusters Score -1.834506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164993 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18345074.000000 Penalty: 5959.477539
	Iteration 29Q: 3 clusters Score -1.834507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164992 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18345080.000000 Penalty: 5959.477539
	Iteration 30Q: 3 clusters Score -1.834508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164990 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18345076.000000 Penalty: 5959.477539
	Iteration 31Q: 3 clusters Score -1.834508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164992 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -18345078.000000 Penalty: 5959.477539
	Iteration 32Q: 3 clusters Score -1.834508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164993 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18345076.000000 Penalty: 5959.477539
	Iteration 33Q: 3 clusters Score -1.834508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164993 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18345076.000000 Penalty: 5959.477539
	Iteration 34F: 3 clusters Score -1.834508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Entering Unmasked Estep 
Score: -4624071.500000 Penalty: 2643.670410
	Iteration 0F: 2 clusters Score -4624072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4595201.000000 Penalty: 5287.340820
	Iteration 0F: 3 clusters Score -4595201 nChanged 19519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -4606054.000000 Penalty: 5287.340820
	Iteration 1F: 3 clusters Score -4606054 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4606665.000000 Penalty: 5287.340820
	Iteration 2Q: 3 clusters Score -4606665 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -4607427.000000 Penalty: 5287.340820
	Iteration 3Q: 3 clusters Score -4607427 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -4608523.000000 Penalty: 5287.340820
	Iteration 4F: 3 clusters Score -4608523 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -4610193.000000 Penalty: 5287.340820
	Iteration 5F: 3 clusters Score -4610193 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -4612517.500000 Penalty: 5287.340820
	Iteration 6F: 3 clusters Score -4612518 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -4615564.000000 Penalty: 5287.340820
	Iteration 7F: 3 clusters Score -4615564 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -4618484.000000 Penalty: 5287.340820
	Iteration 8F: 3 clusters Score -4618484 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4620314.000000 Penalty: 5287.340820
	Iteration 9Q: 3 clusters Score -4620314 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4621228.000000 Penalty: 5287.340820
	Iteration 10Q: 3 clusters Score -4621228 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4621569.000000 Penalty: 5287.340820
	Iteration 11Q: 3 clusters Score -4621569 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4621722.500000 Penalty: 5287.340820
	Iteration 12Q: 3 clusters Score -4621722 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4621809.500000 Penalty: 5287.340820
	Iteration 13Q: 3 clusters Score -4621810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4621825.500000 Penalty: 5287.340820
	Iteration 14Q: 3 clusters Score -4621826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4621855.000000 Penalty: 5287.340820
	Iteration 15Q: 3 clusters Score -4621855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4621877.000000 Penalty: 5287.340820
	Iteration 16Q: 3 clusters Score -4621877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4621889.500000 Penalty: 5287.340820
	Iteration 17Q: 3 clusters Score -4621890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4621899.000000 Penalty: 5287.340820
	Iteration 18Q: 3 clusters Score -4621899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4621910.000000 Penalty: 5287.340820
	Iteration 19Q: 3 clusters Score -4621910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4621921.500000 Penalty: 5287.340820
	Iteration 20F: 3 clusters Score -4621922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4621930.500000 Penalty: 5287.340820
	Iteration 21Q: 3 clusters Score -4621930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4621934.000000 Penalty: 5287.340820
	Iteration 22Q: 3 clusters Score -4621934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4621934.000000 Penalty: 5287.340820
	Iteration 23F: 3 clusters Score -4621934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Entering Unmasked Estep 
Score: -288855.968750 Penalty: 1951.990601
	Iteration 0F: 2 clusters Score -288856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -285780.406250 Penalty: 3903.981201
	Iteration 0F: 3 clusters Score -285780.4 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -286410.687500 Penalty: 3903.981201
	Iteration 1F: 3 clusters Score -286410.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -286571.968750 Penalty: 3903.981201
	Iteration 2F: 3 clusters Score -286572 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -286640.406250 Penalty: 3903.981201
	Iteration 3Q: 3 clusters Score -286640.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -286685.593750 Penalty: 3903.981201
	Iteration 4Q: 3 clusters Score -286685.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -286707.968750 Penalty: 3903.981201
	Iteration 5Q: 3 clusters Score -286708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -286722.718750 Penalty: 3903.981201
	Iteration 6Q: 3 clusters Score -286722.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -286733.375000 Penalty: 3903.981201
	Iteration 7Q: 3 clusters Score -286733.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -286741.000000 Penalty: 3903.981201
	Iteration 8Q: 3 clusters Score -286741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -286747.156250 Penalty: 3903.981201
	Iteration 9Q: 3 clusters Score -286747.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -286752.750000 Penalty: 3903.981201
	Iteration 10Q: 3 clusters Score -286752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -286755.250000 Penalty: 3903.981201
	Iteration 11Q: 3 clusters Score -286755.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -286758.093750 Penalty: 3903.981201
	Iteration 12Q: 3 clusters Score -286758.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -286761.187500 Penalty: 3903.981201
	Iteration 13Q: 3 clusters Score -286761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -286763.500000 Penalty: 3903.981201
	Iteration 14Q: 3 clusters Score -286763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -286764.281250 Penalty: 3903.981201
	Iteration 15Q: 3 clusters Score -286764.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -286764.281250 Penalty: 3903.981201
	Iteration 16F: 3 clusters Score -286764.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Entering Unmasked Estep 
Score: -1334944.250000 Penalty: 2330.884277
	Iteration 0F: 2 clusters Score -1334944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1325983.125000 Penalty: 4661.768555
	Iteration 0F: 3 clusters Score -1325983 nChanged 5125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1328637.375000 Penalty: 4661.768555
	Iteration 1F: 3 clusters Score -1328637 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1328928.875000 Penalty: 4661.768555
	Iteration 2F: 3 clusters Score -1328929 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1329137.000000 Penalty: 4661.768555
	Iteration 3Q: 3 clusters Score -1329137 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1329307.250000 Penalty: 4661.768555
	Iteration 4Q: 3 clusters Score -1329307 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1329480.750000 Penalty: 4661.768555
	Iteration 5Q: 3 clusters Score -1329481 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1329690.250000 Penalty: 4661.768555
	Iteration 6Q: 3 clusters Score -1329690 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1329931.500000 Penalty: 4661.768555
	Iteration 7Q: 3 clusters Score -1329932 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1330208.500000 Penalty: 4661.768555
	Iteration 8Q: 3 clusters Score -1330208 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1330522.875000 Penalty: 4661.768555
	Iteration 9Q: 3 clusters Score -1330523 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1330845.125000 Penalty: 4661.768555
	Iteration 10Q: 3 clusters Score -1330845 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1331193.875000 Penalty: 4661.768555
	Iteration 11Q: 3 clusters Score -1331194 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1331551.250000 Penalty: 4661.768555
	Iteration 12Q: 3 clusters Score -1331551 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1331881.250000 Penalty: 4661.768555
	Iteration 13Q: 3 clusters Score -1331881 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1332184.250000 Penalty: 4661.768555
	Iteration 14Q: 3 clusters Score -1332184 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1332473.375000 Penalty: 4661.768555
	Iteration 15Q: 3 clusters Score -1332473 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1332725.625000 Penalty: 4661.768555
	Iteration 16Q: 3 clusters Score -1332726 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1332924.375000 Penalty: 4661.768555
	Iteration 17Q: 3 clusters Score -1332924 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1333073.500000 Penalty: 4661.768555
	Iteration 18Q: 3 clusters Score -1333074 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1333159.750000 Penalty: 4661.768555
	Iteration 19Q: 3 clusters Score -1333160 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1333224.625000 Penalty: 4661.768555
	Iteration 20F: 3 clusters Score -1333225 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1333261.500000 Penalty: 4661.768555
	Iteration 21Q: 3 clusters Score -1333262 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1333279.375000 Penalty: 4661.768555
	Iteration 22Q: 3 clusters Score -1333279 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1333292.000000 Penalty: 4661.768555
	Iteration 23Q: 3 clusters Score -1333292 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1333310.875000 Penalty: 4661.768555
	Iteration 24Q: 3 clusters Score -1333311 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1333321.500000 Penalty: 4661.768555
	Iteration 25Q: 3 clusters Score -1333322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1333332.875000 Penalty: 4661.768555
	Iteration 26Q: 3 clusters Score -1333333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1333342.250000 Penalty: 4661.768555
	Iteration 27Q: 3 clusters Score -1333342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1333344.250000 Penalty: 4661.768555
	Iteration 28Q: 3 clusters Score -1333344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1333344.750000 Penalty: 4661.768555
	Iteration 29Q: 3 clusters Score -1333345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1333345.500000 Penalty: 4661.768555
	Iteration 30Q: 3 clusters Score -1333346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1333350.000000 Penalty: 4661.768555
	Iteration 31Q: 3 clusters Score -1333350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1333349.875000 Penalty: 4661.768555
	Iteration 32Q: 3 clusters Score -1333350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1333350.125000 Penalty: 4661.768555
	Iteration 33Q: 3 clusters Score -1333350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1333349.375000 Penalty: 4661.768555
	Iteration 34Q: 3 clusters Score -1333349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1333352.875000 Penalty: 4661.768555
	Iteration 35Q: 3 clusters Score -1333353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1333353.125000 Penalty: 4661.768555
	Iteration 36Q: 3 clusters Score -1333353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1333351.875000 Penalty: 4661.768555
	Iteration 37Q: 3 clusters Score -1333352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1333351.875000 Penalty: 4661.768555
	Iteration 38F: 3 clusters Score -1333352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Entering Unmasked Estep 
Score: -135392.890625 Penalty: 1780.279297
	Iteration 0F: 2 clusters Score -135392.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133212.234375 Penalty: 3560.558594
	Iteration 0F: 3 clusters Score -133212.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -133576.093750 Penalty: 3560.558594
	Iteration 1F: 3 clusters Score -133576.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -133727.937500 Penalty: 3560.558594
	Iteration 2F: 3 clusters Score -133727.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133828.859375 Penalty: 3560.558594
	Iteration 3F: 3 clusters Score -133828.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -133901.796875 Penalty: 3560.558594
	Iteration 4Q: 3 clusters Score -133901.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -133994.796875 Penalty: 3560.558594
	Iteration 5Q: 3 clusters Score -133994.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134091.671875 Penalty: 3560.558594
	Iteration 6Q: 3 clusters Score -134091.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -134217.281250 Penalty: 3560.558594
	Iteration 7Q: 3 clusters Score -134217.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -134307.703125 Penalty: 3560.558594
	Iteration 8Q: 3 clusters Score -134307.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -134376.875000 Penalty: 3560.558594
	Iteration 9Q: 3 clusters Score -134376.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -134442.828125 Penalty: 3560.558594
	Iteration 10Q: 3 clusters Score -134442.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -134500.703125 Penalty: 3560.558594
	Iteration 11Q: 3 clusters Score -134500.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -134546.890625 Penalty: 3560.558594
	Iteration 12Q: 3 clusters Score -134546.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -134577.734375 Penalty: 3560.558594
	Iteration 13Q: 3 clusters Score -134577.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134601.437500 Penalty: 3560.558594
	Iteration 14Q: 3 clusters Score -134601.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -134615.859375 Penalty: 3560.558594
	Iteration 15Q: 3 clusters Score -134615.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134636.984375 Penalty: 3560.558594
	Iteration 16Q: 3 clusters Score -134637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -134658.375000 Penalty: 3560.558594
	Iteration 17Q: 3 clusters Score -134658.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -134669.953125 Penalty: 3560.558594
	Iteration 18Q: 3 clusters Score -134670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -134675.750000 Penalty: 3560.558594
	Iteration 19Q: 3 clusters Score -134675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -134675.750000 Penalty: 3560.558594
	Iteration 20F: 3 clusters Score -134675.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Entering Unmasked Estep 
Score: -466769.468750 Penalty: 2108.867920
	Iteration 0F: 2 clusters Score -466769.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -462320.937500 Penalty: 4217.735840
	Iteration 0F: 3 clusters Score -462320.9 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -463499.593750 Penalty: 4217.735840
	Iteration 1F: 3 clusters Score -463499.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -463756.906250 Penalty: 4217.735840
	Iteration 2F: 3 clusters Score -463756.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -463896.312500 Penalty: 4217.735840
	Iteration 3Q: 3 clusters Score -463896.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -464066.187500 Penalty: 4217.735840
	Iteration 4Q: 3 clusters Score -464066.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -464254.875000 Penalty: 4217.735840
	Iteration 5Q: 3 clusters Score -464254.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -464450.000000 Penalty: 4217.735840
	Iteration 6Q: 3 clusters Score -464450 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -464623.562500 Penalty: 4217.735840
	Iteration 7Q: 3 clusters Score -464623.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -464785.437500 Penalty: 4217.735840
	Iteration 8Q: 3 clusters Score -464785.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -464933.000000 Penalty: 4217.735840
	Iteration 9Q: 3 clusters Score -464933 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -465066.062500 Penalty: 4217.735840
	Iteration 10Q: 3 clusters Score -465066.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -465187.093750 Penalty: 4217.735840
	Iteration 11Q: 3 clusters Score -465187.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -465282.718750 Penalty: 4217.735840
	Iteration 12Q: 3 clusters Score -465282.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -465344.500000 Penalty: 4217.735840
	Iteration 13Q: 3 clusters Score -465344.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -465388.375000 Penalty: 4217.735840
	Iteration 14Q: 3 clusters Score -465388.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -465413.062500 Penalty: 4217.735840
	Iteration 15Q: 3 clusters Score -465413.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -465433.531250 Penalty: 4217.735840
	Iteration 16Q: 3 clusters Score -465433.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -465450.093750 Penalty: 4217.735840
	Iteration 17Q: 3 clusters Score -465450.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -465459.156250 Penalty: 4217.735840
	Iteration 18Q: 3 clusters Score -465459.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -465469.531250 Penalty: 4217.735840
	Iteration 19Q: 3 clusters Score -465469.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -465486.281250 Penalty: 4217.735840
	Iteration 20F: 3 clusters Score -465486.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -465500.375000 Penalty: 4217.735840
	Iteration 21Q: 3 clusters Score -465500.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -465512.125000 Penalty: 4217.735840
	Iteration 22Q: 3 clusters Score -465512.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -465528.187500 Penalty: 4217.735840
	Iteration 23Q: 3 clusters Score -465528.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -465538.156250 Penalty: 4217.735840
	Iteration 24Q: 3 clusters Score -465538.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -465548.343750 Penalty: 4217.735840
	Iteration 25Q: 3 clusters Score -465548.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -465559.750000 Penalty: 4217.735840
	Iteration 26Q: 3 clusters Score -465559.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -465567.500000 Penalty: 4217.735840
	Iteration 27Q: 3 clusters Score -465567.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -465576.250000 Penalty: 4217.735840
	Iteration 28Q: 3 clusters Score -465576.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -465585.875000 Penalty: 4217.735840
	Iteration 29Q: 3 clusters Score -465585.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -465592.031250 Penalty: 4217.735840
	Iteration 30Q: 3 clusters Score -465592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -465602.750000 Penalty: 4217.735840
	Iteration 31Q: 3 clusters Score -465602.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -465613.000000 Penalty: 4217.735840
	Iteration 32Q: 3 clusters Score -465613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -465625.500000 Penalty: 4217.735840
	Iteration 33Q: 3 clusters Score -465625.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -465637.812500 Penalty: 4217.735840
	Iteration 34Q: 3 clusters Score -465637.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -465646.000000 Penalty: 4217.735840
	Iteration 35Q: 3 clusters Score -465646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -465656.125000 Penalty: 4217.735840
	Iteration 36Q: 3 clusters Score -465656.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -465666.031250 Penalty: 4217.735840
	Iteration 37Q: 3 clusters Score -465666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -465683.156250 Penalty: 4217.735840
	Iteration 38Q: 3 clusters Score -465683.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -465706.437500 Penalty: 4217.735840
	Iteration 39Q: 3 clusters Score -465706.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -465726.437500 Penalty: 4217.735840
	Iteration 40F: 3 clusters Score -465726.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -465739.218750 Penalty: 4217.735840
	Iteration 41Q: 3 clusters Score -465739.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -465753.312500 Penalty: 4217.735840
	Iteration 42Q: 3 clusters Score -465753.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -465768.562500 Penalty: 4217.735840
	Iteration 43Q: 3 clusters Score -465768.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -465778.031250 Penalty: 4217.735840
	Iteration 44Q: 3 clusters Score -465778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -465784.906250 Penalty: 4217.735840
	Iteration 45Q: 3 clusters Score -465784.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -465791.062500 Penalty: 4217.735840
	Iteration 46Q: 3 clusters Score -465791.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -465795.250000 Penalty: 4217.735840
	Iteration 47Q: 3 clusters Score -465795.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -465799.250000 Penalty: 4217.735840
	Iteration 48Q: 3 clusters Score -465799.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -465802.593750 Penalty: 4217.735840
	Iteration 49Q: 3 clusters Score -465802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -465804.125000 Penalty: 4217.735840
	Iteration 50Q: 3 clusters Score -465804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -465805.218750 Penalty: 4217.735840
	Iteration 51Q: 3 clusters Score -465805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -465805.968750 Penalty: 4217.735840
	Iteration 52Q: 3 clusters Score -465806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -465807.187500 Penalty: 4217.735840
	Iteration 53Q: 3 clusters Score -465807.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -465807.406250 Penalty: 4217.735840
	Iteration 54Q: 3 clusters Score -465807.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -465807.406250 Penalty: 4217.735840
	Iteration 55F: 3 clusters Score -465807.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -122564.078125 Penalty: 1777.807861
	Iteration 0F: 2 clusters Score -122564.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -120576.570312 Penalty: 3555.615723
	Iteration 0F: 3 clusters Score -120576.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -121341.875000 Penalty: 3555.615723
	Iteration 1F: 3 clusters Score -121341.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -121644.914062 Penalty: 3555.615723
	Iteration 2F: 3 clusters Score -121644.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -121852.054688 Penalty: 3555.615723
	Iteration 3F: 3 clusters Score -121852.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -122028.460938 Penalty: 3555.615723
	Iteration 4F: 3 clusters Score -122028.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -122216.554688 Penalty: 3555.615723
	Iteration 5F: 3 clusters Score -122216.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -122491.757812 Penalty: 3555.615723
	Iteration 6F: 3 clusters Score -122491.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -123327.273438 Penalty: 3555.615723
	Iteration 7Q: 3 clusters Score -123327.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -123686.726562 Penalty: 3555.615723
	Iteration 8Q: 3 clusters Score -123686.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -123830.554688 Penalty: 3555.615723
	Iteration 9Q: 3 clusters Score -123830.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -123999.312500 Penalty: 3555.615723
	Iteration 10Q: 3 clusters Score -123999.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -124049.562500 Penalty: 3555.615723
	Iteration 11Q: 3 clusters Score -124049.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -124107.804688 Penalty: 3555.615723
	Iteration 12Q: 3 clusters Score -124107.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -124135.710938 Penalty: 3555.615723
	Iteration 13Q: 3 clusters Score -124135.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -124148.398438 Penalty: 3555.615723
	Iteration 14Q: 3 clusters Score -124148.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -124155.437500 Penalty: 3555.615723
	Iteration 15Q: 3 clusters Score -124155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -124157.296875 Penalty: 3555.615723
	Iteration 16Q: 3 clusters Score -124157.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -124157.296875 Penalty: 3555.615723
	Iteration 17F: 3 clusters Score -124157.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 24639 members 
Mstep: Class 4 contains 25910 members 
Mstep: Class 5 contains 23816 members 
Mstep: Class 6 contains 288712 members 
Mstep: Class 7 contains 111554 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 3603 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 165227 members 
Mstep: Class 12 contains 42615 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 12073 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 4932 members 
Mstep: Class 17 contains 1127 members 
Mstep: Class 18 contains 171 members 
Mstep: Class 19 contains 10381 members 
Mstep: Class 20 contains 54478 members 
Mstep: Class 21 contains 18514 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
Score: -98031256.000000 Penalty: 78209.109375
Splitting cluster 18 changes total score from -98031520.000000 to -98031256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (10381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Entering Unmasked Estep 
Score: -1161091.250000 Penalty: 2293.437500
	Iteration 0F: 2 clusters Score -1161091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1153121.750000 Penalty: 4586.875000
	Iteration 0F: 3 clusters Score -1153122 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1155378.500000 Penalty: 4586.875000
	Iteration 1F: 3 clusters Score -1155378 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1155709.000000 Penalty: 4586.875000
	Iteration 2F: 3 clusters Score -1155709 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1155944.250000 Penalty: 4586.875000
	Iteration 3F: 3 clusters Score -1155944 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1156127.625000 Penalty: 4586.875000
	Iteration 4Q: 3 clusters Score -1156128 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1156292.625000 Penalty: 4586.875000
	Iteration 5Q: 3 clusters Score -1156293 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1156431.750000 Penalty: 4586.875000
	Iteration 6Q: 3 clusters Score -1156432 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1156585.250000 Penalty: 4586.875000
	Iteration 7Q: 3 clusters Score -1156585 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1156749.250000 Penalty: 4586.875000
	Iteration 8Q: 3 clusters Score -1156749 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1156935.750000 Penalty: 4586.875000
	Iteration 9Q: 3 clusters Score -1156936 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1157148.125000 Penalty: 4586.875000
	Iteration 10Q: 3 clusters Score -1157148 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1157384.250000 Penalty: 4586.875000
	Iteration 11Q: 3 clusters Score -1157384 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1157642.000000 Penalty: 4586.875000
	Iteration 12Q: 3 clusters Score -1157642 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1157930.375000 Penalty: 4586.875000
	Iteration 13Q: 3 clusters Score -1157930 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1158195.250000 Penalty: 4586.875000
	Iteration 14Q: 3 clusters Score -1158195 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1158418.375000 Penalty: 4586.875000
	Iteration 15Q: 3 clusters Score -1158418 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1158629.875000 Penalty: 4586.875000
	Iteration 16Q: 3 clusters Score -1158630 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1158791.125000 Penalty: 4586.875000
	Iteration 17Q: 3 clusters Score -1158791 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1158890.000000 Penalty: 4586.875000
	Iteration 18Q: 3 clusters Score -1158890 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1158960.750000 Penalty: 4586.875000
	Iteration 19Q: 3 clusters Score -1158961 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1159007.875000 Penalty: 4586.875000
	Iteration 20F: 3 clusters Score -1159008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1159044.625000 Penalty: 4586.875000
	Iteration 21Q: 3 clusters Score -1159045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1159080.125000 Penalty: 4586.875000
	Iteration 22Q: 3 clusters Score -1159080 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1159106.250000 Penalty: 4586.875000
	Iteration 23Q: 3 clusters Score -1159106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1159114.500000 Penalty: 4586.875000
	Iteration 24Q: 3 clusters Score -1159114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1159121.750000 Penalty: 4586.875000
	Iteration 25Q: 3 clusters Score -1159122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1159129.000000 Penalty: 4586.875000
	Iteration 26Q: 3 clusters Score -1159129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1159140.125000 Penalty: 4586.875000
	Iteration 27Q: 3 clusters Score -1159140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1159146.500000 Penalty: 4586.875000
	Iteration 28Q: 3 clusters Score -1159146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1159154.875000 Penalty: 4586.875000
	Iteration 29Q: 3 clusters Score -1159155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1159157.000000 Penalty: 4586.875000
	Iteration 30Q: 3 clusters Score -1159157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1159161.375000 Penalty: 4586.875000
	Iteration 31Q: 3 clusters Score -1159161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1159161.750000 Penalty: 4586.875000
	Iteration 32Q: 3 clusters Score -1159162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1159165.000000 Penalty: 4586.875000
	Iteration 33Q: 3 clusters Score -1159165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1159165.000000 Penalty: 4586.875000
	Iteration 34F: 3 clusters Score -1159165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Entering Unmasked Estep 
Score: -6147456.500000 Penalty: 2704.576904
	Iteration 0F: 2 clusters Score -6147456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -6110857.500000 Penalty: 5409.153809
	Iteration 0F: 3 clusters Score -6110858 nChanged 25113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -6124808.000000 Penalty: 5409.153809
	Iteration 1F: 3 clusters Score -6124808 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -6125455.500000 Penalty: 5409.153809
	Iteration 2Q: 3 clusters Score -6125456 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -6126116.000000 Penalty: 5409.153809
	Iteration 3Q: 3 clusters Score -6126116 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -6126904.500000 Penalty: 5409.153809
	Iteration 4Q: 3 clusters Score -6126904 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -6127965.000000 Penalty: 5409.153809
	Iteration 5Q: 3 clusters Score -6127965 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -6129286.000000 Penalty: 5409.153809
	Iteration 6Q: 3 clusters Score -6129286 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -6131011.000000 Penalty: 5409.153809
	Iteration 7F: 3 clusters Score -6131011 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -6133171.000000 Penalty: 5409.153809
	Iteration 8F: 3 clusters Score -6133171 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -6135482.500000 Penalty: 5409.153809
	Iteration 9F: 3 clusters Score -6135482 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -6137575.000000 Penalty: 5409.153809
	Iteration 10F: 3 clusters Score -6137575 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -6139136.500000 Penalty: 5409.153809
	Iteration 11Q: 3 clusters Score -6139136 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -6140173.000000 Penalty: 5409.153809
	Iteration 12Q: 3 clusters Score -6140173 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -6140930.000000 Penalty: 5409.153809
	Iteration 13Q: 3 clusters Score -6140930 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -6141456.000000 Penalty: 5409.153809
	Iteration 14Q: 3 clusters Score -6141456 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -6141887.000000 Penalty: 5409.153809
	Iteration 15Q: 3 clusters Score -6141887 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -6142273.500000 Penalty: 5409.153809
	Iteration 16Q: 3 clusters Score -6142274 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 47149 members 
Entering Unmasked Estep 
Score: -6142628.500000 Penalty: 5409.153809
	Iteration 17Q: 3 clusters Score -6142628 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -6142976.500000 Penalty: 5409.153809
	Iteration 18Q: 3 clusters Score -6142976 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -6143285.500000 Penalty: 5409.153809
	Iteration 19Q: 3 clusters Score -6143286 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -6143568.500000 Penalty: 5409.153809
	Iteration 20F: 3 clusters Score -6143568 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 49890 members 
Entering Unmasked Estep 
Score: -6143811.500000 Penalty: 5409.153809
	Iteration 21Q: 3 clusters Score -6143812 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -6144039.000000 Penalty: 5409.153809
	Iteration 22Q: 3 clusters Score -6144039 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -6144271.000000 Penalty: 5409.153809
	Iteration 23Q: 3 clusters Score -6144271 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -6144420.000000 Penalty: 5409.153809
	Iteration 24Q: 3 clusters Score -6144420 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -6144533.000000 Penalty: 5409.153809
	Iteration 25Q: 3 clusters Score -6144533 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -6144653.000000 Penalty: 5409.153809
	Iteration 26Q: 3 clusters Score -6144653 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -6144750.000000 Penalty: 5409.153809
	Iteration 27Q: 3 clusters Score -6144750 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -6144863.500000 Penalty: 5409.153809
	Iteration 28Q: 3 clusters Score -6144864 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -6144943.500000 Penalty: 5409.153809
	Iteration 29Q: 3 clusters Score -6144944 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -6144998.000000 Penalty: 5409.153809
	Iteration 30Q: 3 clusters Score -6144998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 52744 members 
Entering Unmasked Estep 
Score: -6145047.500000 Penalty: 5409.153809
	Iteration 31Q: 3 clusters Score -6145048 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -6145065.000000 Penalty: 5409.153809
	Iteration 32Q: 3 clusters Score -6145065 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -6145096.500000 Penalty: 5409.153809
	Iteration 33Q: 3 clusters Score -6145096 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -6145131.500000 Penalty: 5409.153809
	Iteration 34Q: 3 clusters Score -6145132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 53038 members 
Entering Unmasked Estep 
Score: -6145147.000000 Penalty: 5409.153809
	Iteration 35Q: 3 clusters Score -6145147 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 53095 members 
Entering Unmasked Estep 
Score: -6145162.500000 Penalty: 5409.153809
	Iteration 36Q: 3 clusters Score -6145162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -6145179.000000 Penalty: 5409.153809
	Iteration 37Q: 3 clusters Score -6145179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 53174 members 
Entering Unmasked Estep 
Score: -6145206.000000 Penalty: 5409.153809
	Iteration 38Q: 3 clusters Score -6145206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -6145234.500000 Penalty: 5409.153809
	Iteration 39Q: 3 clusters Score -6145234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 53247 members 
Entering Unmasked Estep 
Score: -6145267.000000 Penalty: 5409.153809
	Iteration 40F: 3 clusters Score -6145267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -6145266.000000 Penalty: 5409.153809
	Iteration 41Q: 3 clusters Score -6145266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -6145276.000000 Penalty: 5409.153809
	Iteration 42Q: 3 clusters Score -6145276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -6145286.500000 Penalty: 5409.153809
	Iteration 43Q: 3 clusters Score -6145286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 53323 members 
Entering Unmasked Estep 
Score: -6145290.500000 Penalty: 5409.153809
	Iteration 44Q: 3 clusters Score -6145290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -6145298.000000 Penalty: 5409.153809
	Iteration 45Q: 3 clusters Score -6145298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -6145299.500000 Penalty: 5409.153809
	Iteration 46Q: 3 clusters Score -6145300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -6145310.000000 Penalty: 5409.153809
	Iteration 47Q: 3 clusters Score -6145310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -6145306.500000 Penalty: 5409.153809
	Iteration 48Q: 3 clusters Score -6145306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -6145312.000000 Penalty: 5409.153809
	Iteration 49Q: 3 clusters Score -6145312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -6145310.500000 Penalty: 5409.153809
	Iteration 50Q: 3 clusters Score -6145310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 53359 members 
Entering Unmasked Estep 
Score: -6145310.500000 Penalty: 5409.153809
	Iteration 51F: 3 clusters Score -6145310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Entering Unmasked Estep 
Score: -2108479.250000 Penalty: 2436.917969
	Iteration 0F: 2 clusters Score -2108479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2095393.375000 Penalty: 4873.835938
	Iteration 0F: 3 clusters Score -2095393 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2099583.000000 Penalty: 4873.835938
	Iteration 1F: 3 clusters Score -2099583 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2099971.500000 Penalty: 4873.835938
	Iteration 2F: 3 clusters Score -2099972 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2100302.250000 Penalty: 4873.835938
	Iteration 3Q: 3 clusters Score -2100302 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2100616.500000 Penalty: 4873.835938
	Iteration 4Q: 3 clusters Score -2100616 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2100934.000000 Penalty: 4873.835938
	Iteration 5Q: 3 clusters Score -2100934 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2101307.500000 Penalty: 4873.835938
	Iteration 6Q: 3 clusters Score -2101308 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2101722.750000 Penalty: 4873.835938
	Iteration 7Q: 3 clusters Score -2101723 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2102140.500000 Penalty: 4873.835938
	Iteration 8Q: 3 clusters Score -2102140 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2102546.750000 Penalty: 4873.835938
	Iteration 9Q: 3 clusters Score -2102547 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2103022.000000 Penalty: 4873.835938
	Iteration 10Q: 3 clusters Score -2103022 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2103517.500000 Penalty: 4873.835938
	Iteration 11Q: 3 clusters Score -2103518 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2103902.750000 Penalty: 4873.835938
	Iteration 12Q: 3 clusters Score -2103903 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2104150.750000 Penalty: 4873.835938
	Iteration 13Q: 3 clusters Score -2104151 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2104283.500000 Penalty: 4873.835938
	Iteration 14Q: 3 clusters Score -2104284 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2104363.250000 Penalty: 4873.835938
	Iteration 15Q: 3 clusters Score -2104363 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2104401.750000 Penalty: 4873.835938
	Iteration 16Q: 3 clusters Score -2104402 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2104426.750000 Penalty: 4873.835938
	Iteration 17Q: 3 clusters Score -2104427 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2104447.250000 Penalty: 4873.835938
	Iteration 18Q: 3 clusters Score -2104447 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2104449.500000 Penalty: 4873.835938
	Iteration 19Q: 3 clusters Score -2104450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2104467.500000 Penalty: 4873.835938
	Iteration 20F: 3 clusters Score -2104468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2104468.250000 Penalty: 4873.835938
	Iteration 21Q: 3 clusters Score -2104468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2104482.000000 Penalty: 4873.835938
	Iteration 22Q: 3 clusters Score -2104482 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2104479.750000 Penalty: 4873.835938
	Iteration 23Q: 3 clusters Score -2104480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2104486.000000 Penalty: 4873.835938
	Iteration 24Q: 3 clusters Score -2104486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2104492.500000 Penalty: 4873.835938
	Iteration 25Q: 3 clusters Score -2104492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2104504.750000 Penalty: 4873.835938
	Iteration 26Q: 3 clusters Score -2104505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2104507.500000 Penalty: 4873.835938
	Iteration 27Q: 3 clusters Score -2104508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2104508.250000 Penalty: 4873.835938
	Iteration 28Q: 3 clusters Score -2104508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2104505.250000 Penalty: 4873.835938
	Iteration 29Q: 3 clusters Score -2104505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2104503.000000 Penalty: 4873.835938
	Iteration 30Q: 3 clusters Score -2104503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -2104511.000000 Penalty: 4873.835938
	Iteration 31Q: 3 clusters Score -2104511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2104512.750000 Penalty: 4873.835938
	Iteration 32Q: 3 clusters Score -2104513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2104513.250000 Penalty: 4873.835938
	Iteration 33Q: 3 clusters Score -2104513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2104521.750000 Penalty: 4873.835938
	Iteration 34Q: 3 clusters Score -2104522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2104525.000000 Penalty: 4873.835938
	Iteration 35Q: 3 clusters Score -2104525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2104526.750000 Penalty: 4873.835938
	Iteration 36Q: 3 clusters Score -2104527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2104527.000000 Penalty: 4873.835938
	Iteration 37Q: 3 clusters Score -2104527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -2104528.500000 Penalty: 4873.835938
	Iteration 38Q: 3 clusters Score -2104528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2104534.000000 Penalty: 4873.835938
	Iteration 39Q: 3 clusters Score -2104534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2104532.750000 Penalty: 4873.835938
	Iteration 40F: 3 clusters Score -2104533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2104530.750000 Penalty: 4873.835938
	Iteration 41Q: 3 clusters Score -2104531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2104533.000000 Penalty: 4873.835938
	Iteration 42Q: 3 clusters Score -2104533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2104533.000000 Penalty: 4873.835938
	Iteration 43F: 3 clusters Score -2104533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -377801.500000 Penalty: 2039.193237
	Iteration 0F: 2 clusters Score -377801.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -374069.500000 Penalty: 4078.386475
	Iteration 0F: 3 clusters Score -374069.5 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -374870.906250 Penalty: 4078.386475
	Iteration 1F: 3 clusters Score -374870.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -375059.000000 Penalty: 4078.386475
	Iteration 2F: 3 clusters Score -375059 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -375166.250000 Penalty: 4078.386475
	Iteration 3Q: 3 clusters Score -375166.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -375235.281250 Penalty: 4078.386475
	Iteration 4Q: 3 clusters Score -375235.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -375290.343750 Penalty: 4078.386475
	Iteration 5Q: 3 clusters Score -375290.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -375339.625000 Penalty: 4078.386475
	Iteration 6Q: 3 clusters Score -375339.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -375393.281250 Penalty: 4078.386475
	Iteration 7Q: 3 clusters Score -375393.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -375444.562500 Penalty: 4078.386475
	Iteration 8Q: 3 clusters Score -375444.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -375487.125000 Penalty: 4078.386475
	Iteration 9Q: 3 clusters Score -375487.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -375522.062500 Penalty: 4078.386475
	Iteration 10Q: 3 clusters Score -375522.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -375556.937500 Penalty: 4078.386475
	Iteration 11Q: 3 clusters Score -375556.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -375581.781250 Penalty: 4078.386475
	Iteration 12Q: 3 clusters Score -375581.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -375601.156250 Penalty: 4078.386475
	Iteration 13Q: 3 clusters Score -375601.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -375620.656250 Penalty: 4078.386475
	Iteration 14Q: 3 clusters Score -375620.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -375640.437500 Penalty: 4078.386475
	Iteration 15Q: 3 clusters Score -375640.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -375658.281250 Penalty: 4078.386475
	Iteration 16Q: 3 clusters Score -375658.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -375671.312500 Penalty: 4078.386475
	Iteration 17Q: 3 clusters Score -375671.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -375678.875000 Penalty: 4078.386475
	Iteration 18Q: 3 clusters Score -375678.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -375686.375000 Penalty: 4078.386475
	Iteration 19Q: 3 clusters Score -375686.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -375692.093750 Penalty: 4078.386475
	Iteration 20F: 3 clusters Score -375692.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -375695.125000 Penalty: 4078.386475
	Iteration 21Q: 3 clusters Score -375695.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -375696.312500 Penalty: 4078.386475
	Iteration 22Q: 3 clusters Score -375696.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -375698.218750 Penalty: 4078.386475
	Iteration 23Q: 3 clusters Score -375698.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -375703.750000 Penalty: 4078.386475
	Iteration 24Q: 3 clusters Score -375703.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -375705.187500 Penalty: 4078.386475
	Iteration 25Q: 3 clusters Score -375705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -375707.218750 Penalty: 4078.386475
	Iteration 26Q: 3 clusters Score -375707.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -375709.312500 Penalty: 4078.386475
	Iteration 27Q: 3 clusters Score -375709.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -375710.968750 Penalty: 4078.386475
	Iteration 28Q: 3 clusters Score -375711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -375713.406250 Penalty: 4078.386475
	Iteration 29Q: 3 clusters Score -375713.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -375714.218750 Penalty: 4078.386475
	Iteration 30Q: 3 clusters Score -375714.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -375715.750000 Penalty: 4078.386475
	Iteration 31Q: 3 clusters Score -375715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -375717.687500 Penalty: 4078.386475
	Iteration 32Q: 3 clusters Score -375717.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -375718.968750 Penalty: 4078.386475
	Iteration 33Q: 3 clusters Score -375719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -375720.125000 Penalty: 4078.386475
	Iteration 34Q: 3 clusters Score -375720.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -375723.062500 Penalty: 4078.386475
	Iteration 35Q: 3 clusters Score -375723.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -375726.218750 Penalty: 4078.386475
	Iteration 36Q: 3 clusters Score -375726.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -375730.937500 Penalty: 4078.386475
	Iteration 37Q: 3 clusters Score -375730.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -375734.625000 Penalty: 4078.386475
	Iteration 38Q: 3 clusters Score -375734.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -375737.812500 Penalty: 4078.386475
	Iteration 39Q: 3 clusters Score -375737.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -375740.187500 Penalty: 4078.386475
	Iteration 40F: 3 clusters Score -375740.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -375742.906250 Penalty: 4078.386475
	Iteration 41Q: 3 clusters Score -375742.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -375745.156250 Penalty: 4078.386475
	Iteration 42Q: 3 clusters Score -375745.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -375747.468750 Penalty: 4078.386475
	Iteration 43Q: 3 clusters Score -375747.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -375751.000000 Penalty: 4078.386475
	Iteration 44Q: 3 clusters Score -375751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -375753.312500 Penalty: 4078.386475
	Iteration 45Q: 3 clusters Score -375753.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -375755.500000 Penalty: 4078.386475
	Iteration 46Q: 3 clusters Score -375755.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -375758.062500 Penalty: 4078.386475
	Iteration 47Q: 3 clusters Score -375758.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -375763.093750 Penalty: 4078.386475
	Iteration 48Q: 3 clusters Score -375763.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -375766.000000 Penalty: 4078.386475
	Iteration 49Q: 3 clusters Score -375766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -375769.281250 Penalty: 4078.386475
	Iteration 50Q: 3 clusters Score -375769.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -375771.781250 Penalty: 4078.386475
	Iteration 51Q: 3 clusters Score -375771.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -375776.656250 Penalty: 4078.386475
	Iteration 52Q: 3 clusters Score -375776.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -375782.468750 Penalty: 4078.386475
	Iteration 53Q: 3 clusters Score -375782.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -375787.343750 Penalty: 4078.386475
	Iteration 54Q: 3 clusters Score -375787.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -375792.906250 Penalty: 4078.386475
	Iteration 55Q: 3 clusters Score -375792.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -375795.531250 Penalty: 4078.386475
	Iteration 56Q: 3 clusters Score -375795.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -375796.531250 Penalty: 4078.386475
	Iteration 57Q: 3 clusters Score -375796.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -375798.593750 Penalty: 4078.386475
	Iteration 58Q: 3 clusters Score -375798.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -375803.468750 Penalty: 4078.386475
	Iteration 59Q: 3 clusters Score -375803.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -375805.218750 Penalty: 4078.386475
	Iteration 60F: 3 clusters Score -375805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -375808.062500 Penalty: 4078.386475
	Iteration 61Q: 3 clusters Score -375808.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -375813.468750 Penalty: 4078.386475
	Iteration 62Q: 3 clusters Score -375813.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -375818.093750 Penalty: 4078.386475
	Iteration 63Q: 3 clusters Score -375818.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -375821.968750 Penalty: 4078.386475
	Iteration 64Q: 3 clusters Score -375822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -375826.593750 Penalty: 4078.386475
	Iteration 65Q: 3 clusters Score -375826.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -375828.062500 Penalty: 4078.386475
	Iteration 66Q: 3 clusters Score -375828.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -375829.562500 Penalty: 4078.386475
	Iteration 67Q: 3 clusters Score -375829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -375829.187500 Penalty: 4078.386475
	Iteration 68Q: 3 clusters Score -375829.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -375832.468750 Penalty: 4078.386475
	Iteration 69Q: 3 clusters Score -375832.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -375836.062500 Penalty: 4078.386475
	Iteration 70Q: 3 clusters Score -375836.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -375841.000000 Penalty: 4078.386475
	Iteration 71Q: 3 clusters Score -375841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -375844.687500 Penalty: 4078.386475
	Iteration 72Q: 3 clusters Score -375844.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -375847.812500 Penalty: 4078.386475
	Iteration 73Q: 3 clusters Score -375847.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -375849.781250 Penalty: 4078.386475
	Iteration 74Q: 3 clusters Score -375849.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -375851.781250 Penalty: 4078.386475
	Iteration 75Q: 3 clusters Score -375851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -375853.125000 Penalty: 4078.386475
	Iteration 76Q: 3 clusters Score -375853.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -375854.593750 Penalty: 4078.386475
	Iteration 77Q: 3 clusters Score -375854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -375854.531250 Penalty: 4078.386475
	Iteration 78Q: 3 clusters Score -375854.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -375855.687500 Penalty: 4078.386475
	Iteration 79Q: 3 clusters Score -375855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -375856.500000 Penalty: 4078.386475
	Iteration 80F: 3 clusters Score -375856.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -40490.734375 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -40490.73 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 215 members 
Entering Unmasked Estep 
Score: -39116.941406 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -39116.94 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39351.421875 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -39351.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39574.378906 Penalty: 3023.529053
	Iteration 2F: 3 clusters Score -39574.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39730.000000 Penalty: 3023.529053
	Iteration 3F: 3 clusters Score -39730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39808.585938 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -39808.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -39913.769531 Penalty: 3023.529053
	Iteration 5F: 3 clusters Score -39913.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -39984.390625 Penalty: 3023.529053
	Iteration 6Q: 3 clusters Score -39984.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40038.585938 Penalty: 3023.529053
	Iteration 7Q: 3 clusters Score -40038.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40123.398438 Penalty: 3023.529053
	Iteration 8Q: 3 clusters Score -40123.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40156.953125 Penalty: 3023.529053
	Iteration 9Q: 3 clusters Score -40156.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40221.539062 Penalty: 3023.529053
	Iteration 10Q: 3 clusters Score -40221.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40273.257812 Penalty: 3023.529053
	Iteration 11Q: 3 clusters Score -40273.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40323.105469 Penalty: 3023.529053
	Iteration 12Q: 3 clusters Score -40323.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40348.039062 Penalty: 3023.529053
	Iteration 13Q: 3 clusters Score -40348.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -40370.179688 Penalty: 3023.529053
	Iteration 14Q: 3 clusters Score -40370.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40382.394531 Penalty: 3023.529053
	Iteration 15Q: 3 clusters Score -40382.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -40382.394531 Penalty: 3023.529053
	Iteration 16F: 3 clusters Score -40382.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 24639 members 
Mstep: Class 4 contains 25910 members 
Mstep: Class 5 contains 23816 members 
Mstep: Class 6 contains 288712 members 
Mstep: Class 7 contains 111554 members 
Mstep: Class 8 contains 22908 members 
Mstep: Class 9 contains 3603 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 165227 members 
Mstep: Class 12 contains 42615 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 12073 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 4932 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10381 members 
Mstep: Class 20 contains 54478 members 
Mstep: Class 21 contains 18514 members 
Mstep: Class 22 contains 3724 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031344.000000 Penalty: 74808.710938
Iteration 79Q: 23 clusters Score -9.803134e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 3232 members 
Mstep: Class 3 contains 24624 members 
Mstep: Class 4 contains 25929 members 
Mstep: Class 5 contains 23808 members 
Mstep: Class 6 contains 289530 members 
Mstep: Class 7 contains 111533 members 
Mstep: Class 8 contains 22893 members 
Mstep: Class 9 contains 3627 members 
Mstep: Class 10 contains 951 members 
Mstep: Class 11 contains 164483 members 
Mstep: Class 12 contains 42701 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 12052 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 4931 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 10373 members 
Mstep: Class 20 contains 54402 members 
Mstep: Class 21 contains 18489 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031488.000000 Penalty: 74808.710938
Iteration 80F: 23 clusters Score -9.803149e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76459 members 
Mstep: Class 2 contains 3214 members 
Mstep: Class 3 contains 24614 members 
Mstep: Class 4 contains 25941 members 
Mstep: Class 5 contains 23796 members 
Mstep: Class 6 contains 290344 members 
Mstep: Class 7 contains 111518 members 
Mstep: Class 8 contains 22878 members 
Mstep: Class 9 contains 3648 members 
Mstep: Class 10 contains 957 members 
Mstep: Class 11 contains 163731 members 
Mstep: Class 12 contains 42772 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 12029 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 4932 members 
Mstep: Class 18 contains 1292 members 
Mstep: Class 19 contains 10371 members 
Mstep: Class 20 contains 54327 members 
Mstep: Class 21 contains 18482 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031536.000000 Penalty: 74808.710938
Iteration 81Q: 23 clusters Score -9.803154e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76478 members 
Mstep: Class 2 contains 3195 members 
Mstep: Class 3 contains 24594 members 
Mstep: Class 4 contains 25938 members 
Mstep: Class 5 contains 23775 members 
Mstep: Class 6 contains 291191 members 
Mstep: Class 7 contains 111512 members 
Mstep: Class 8 contains 22860 members 
Mstep: Class 9 contains 3670 members 
Mstep: Class 10 contains 965 members 
Mstep: Class 11 contains 162955 members 
Mstep: Class 12 contains 42831 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 12013 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 4933 members 
Mstep: Class 18 contains 1284 members 
Mstep: Class 19 contains 10368 members 
Mstep: Class 20 contains 54267 members 
Mstep: Class 21 contains 18473 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031776.000000 Penalty: 74808.710938
Iteration 82Q: 23 clusters Score -9.803178e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 3174 members 
Mstep: Class 3 contains 24581 members 
Mstep: Class 4 contains 25945 members 
Mstep: Class 5 contains 23758 members 
Mstep: Class 6 contains 291921 members 
Mstep: Class 7 contains 111518 members 
Mstep: Class 8 contains 22853 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 162246 members 
Mstep: Class 12 contains 42881 members 
Mstep: Class 13 contains 2619 members 
Mstep: Class 14 contains 11992 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 4931 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 10365 members 
Mstep: Class 20 contains 54211 members 
Mstep: Class 21 contains 18460 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031696.000000 Penalty: 74808.710938
Iteration 83Q: 23 clusters Score -9.80317e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 3154 members 
Mstep: Class 3 contains 24583 members 
Mstep: Class 4 contains 25959 members 
Mstep: Class 5 contains 23746 members 
Mstep: Class 6 contains 292575 members 
Mstep: Class 7 contains 111518 members 
Mstep: Class 8 contains 22847 members 
Mstep: Class 9 contains 3725 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 161552 members 
Mstep: Class 12 contains 42927 members 
Mstep: Class 13 contains 2620 members 
Mstep: Class 14 contains 11961 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 4931 members 
Mstep: Class 18 contains 1274 members 
Mstep: Class 19 contains 10356 members 
Mstep: Class 20 contains 54181 members 
Mstep: Class 21 contains 18469 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031752.000000 Penalty: 74808.710938
Iteration 84Q: 23 clusters Score -9.803175e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 76623 members 
Mstep: Class 2 contains 3127 members 
Mstep: Class 3 contains 24577 members 
Mstep: Class 4 contains 25961 members 
Mstep: Class 5 contains 23731 members 
Mstep: Class 6 contains 293192 members 
Mstep: Class 7 contains 111541 members 
Mstep: Class 8 contains 22828 members 
Mstep: Class 9 contains 3753 members 
Mstep: Class 10 contains 978 members 
Mstep: Class 11 contains 160905 members 
Mstep: Class 12 contains 42959 members 
Mstep: Class 13 contains 2621 members 
Mstep: Class 14 contains 11941 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 18 contains 1272 members 
Mstep: Class 19 contains 10354 members 
Mstep: Class 20 contains 54145 members 
Mstep: Class 21 contains 18479 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98032032.000000 Penalty: 74808.710938
Iteration 85Q: 23 clusters Score -9.803203e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76658 members 
Mstep: Class 2 contains 3100 members 
Mstep: Class 3 contains 24563 members 
Mstep: Class 4 contains 25955 members 
Mstep: Class 5 contains 23718 members 
Mstep: Class 6 contains 293878 members 
Mstep: Class 7 contains 111560 members 
Mstep: Class 8 contains 22817 members 
Mstep: Class 9 contains 3772 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 160236 members 
Mstep: Class 12 contains 42978 members 
Mstep: Class 13 contains 2622 members 
Mstep: Class 14 contains 11919 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 10350 members 
Mstep: Class 20 contains 54136 members 
Mstep: Class 21 contains 18475 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031912.000000 Penalty: 74808.710938
Iteration 86Q: 23 clusters Score -9.803191e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 76695 members 
Mstep: Class 2 contains 3081 members 
Mstep: Class 3 contains 24569 members 
Mstep: Class 4 contains 25943 members 
Mstep: Class 5 contains 23715 members 
Mstep: Class 6 contains 294580 members 
Mstep: Class 7 contains 111577 members 
Mstep: Class 8 contains 22817 members 
Mstep: Class 9 contains 3786 members 
Mstep: Class 10 contains 985 members 
Mstep: Class 11 contains 159504 members 
Mstep: Class 12 contains 42999 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 14 contains 11908 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10351 members 
Mstep: Class 20 contains 54121 members 
Mstep: Class 21 contains 18466 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031864.000000 Penalty: 74808.710938
Iteration 87Q: 23 clusters Score -9.803186e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76753 members 
Mstep: Class 2 contains 3067 members 
Mstep: Class 3 contains 24574 members 
Mstep: Class 4 contains 25950 members 
Mstep: Class 5 contains 23703 members 
Mstep: Class 6 contains 295279 members 
Mstep: Class 7 contains 111569 members 
Mstep: Class 8 contains 22803 members 
Mstep: Class 9 contains 3789 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 158802 members 
Mstep: Class 12 contains 43023 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 14 contains 11892 members 
Mstep: Class 15 contains 1311 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 10349 members 
Mstep: Class 20 contains 54103 members 
Mstep: Class 21 contains 18457 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031616.000000 Penalty: 74808.710938
Iteration 88Q: 23 clusters Score -9.803162e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76826 members 
Mstep: Class 2 contains 3055 members 
Mstep: Class 3 contains 24588 members 
Mstep: Class 4 contains 25953 members 
Mstep: Class 5 contains 23685 members 
Mstep: Class 6 contains 295955 members 
Mstep: Class 7 contains 111584 members 
Mstep: Class 8 contains 22785 members 
Mstep: Class 9 contains 3795 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 158089 members 
Mstep: Class 12 contains 43042 members 
Mstep: Class 13 contains 2622 members 
Mstep: Class 14 contains 11872 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 4926 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 10350 members 
Mstep: Class 20 contains 54078 members 
Mstep: Class 21 contains 18459 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031816.000000 Penalty: 74808.710938
Iteration 89Q: 23 clusters Score -9.803182e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 76867 members 
Mstep: Class 2 contains 3040 members 
Mstep: Class 3 contains 24614 members 
Mstep: Class 4 contains 25947 members 
Mstep: Class 5 contains 23671 members 
Mstep: Class 6 contains 296657 members 
Mstep: Class 7 contains 111580 members 
Mstep: Class 8 contains 22756 members 
Mstep: Class 9 contains 3799 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 157409 members 
Mstep: Class 12 contains 43052 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 14 contains 11854 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 4926 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 10352 members 
Mstep: Class 20 contains 54065 members 
Mstep: Class 21 contains 18451 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031896.000000 Penalty: 74808.710938
Iteration 90Q: 23 clusters Score -9.80319e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 76910 members 
Mstep: Class 2 contains 3034 members 
Mstep: Class 3 contains 24621 members 
Mstep: Class 4 contains 25949 members 
Mstep: Class 5 contains 23645 members 
Mstep: Class 6 contains 297342 members 
Mstep: Class 7 contains 111557 members 
Mstep: Class 8 contains 22745 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 156788 members 
Mstep: Class 12 contains 43042 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 14 contains 11831 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 18 contains 1274 members 
Mstep: Class 19 contains 10348 members 
Mstep: Class 20 contains 54056 members 
Mstep: Class 21 contains 18440 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031768.000000 Penalty: 74808.710938
Iteration 91Q: 23 clusters Score -9.803177e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 76944 members 
Mstep: Class 2 contains 3029 members 
Mstep: Class 3 contains 24622 members 
Mstep: Class 4 contains 25963 members 
Mstep: Class 5 contains 23617 members 
Mstep: Class 6 contains 298097 members 
Mstep: Class 7 contains 111524 members 
Mstep: Class 8 contains 22729 members 
Mstep: Class 9 contains 3812 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 156178 members 
Mstep: Class 12 contains 43025 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 14 contains 11807 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 4924 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 10342 members 
Mstep: Class 20 contains 54006 members 
Mstep: Class 21 contains 18418 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031656.000000 Penalty: 74808.710938
Iteration 92Q: 23 clusters Score -9.803166e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 1605 members 
Mstep: Class 1 contains 76978 members 
Mstep: Class 2 contains 3021 members 
Mstep: Class 3 contains 24612 members 
Mstep: Class 4 contains 25953 members 
Mstep: Class 5 contains 23602 members 
Mstep: Class 6 contains 298888 members 
Mstep: Class 7 contains 111476 members 
Mstep: Class 8 contains 22718 members 
Mstep: Class 9 contains 3824 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 155554 members 
Mstep: Class 12 contains 43005 members 
Mstep: Class 13 contains 2623 members 
Mstep: Class 14 contains 11775 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 10348 members 
Mstep: Class 20 contains 53951 members 
Mstep: Class 21 contains 18407 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031856.000000 Penalty: 74808.710938
Iteration 93Q: 23 clusters Score -9.803186e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 1606 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 3018 members 
Mstep: Class 3 contains 24607 members 
Mstep: Class 4 contains 25961 members 
Mstep: Class 5 contains 23577 members 
Mstep: Class 6 contains 299520 members 
Mstep: Class 7 contains 111476 members 
Mstep: Class 8 contains 22705 members 
Mstep: Class 9 contains 3826 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 155018 members 
Mstep: Class 12 contains 42981 members 
Mstep: Class 13 contains 2625 members 
Mstep: Class 14 contains 11745 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 18 contains 1274 members 
Mstep: Class 19 contains 10340 members 
Mstep: Class 20 contains 53934 members 
Mstep: Class 21 contains 18382 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98032144.000000 Penalty: 74808.710938
Iteration 94Q: 23 clusters Score -9.803214e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 1606 members 
Mstep: Class 1 contains 77067 members 
Mstep: Class 2 contains 3016 members 
Mstep: Class 3 contains 24597 members 
Mstep: Class 4 contains 25987 members 
Mstep: Class 5 contains 23558 members 
Mstep: Class 6 contains 300075 members 
Mstep: Class 7 contains 111452 members 
Mstep: Class 8 contains 22675 members 
Mstep: Class 9 contains 3828 members 
Mstep: Class 10 contains 977 members 
Mstep: Class 11 contains 154562 members 
Mstep: Class 12 contains 42965 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 11701 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 10333 members 
Mstep: Class 20 contains 53927 members 
Mstep: Class 21 contains 18368 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98032888.000000 Penalty: 74808.710938
Iteration 95Q: 23 clusters Score -9.803289e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 3017 members 
Mstep: Class 3 contains 24586 members 
Mstep: Class 4 contains 26002 members 
Mstep: Class 5 contains 23551 members 
Mstep: Class 6 contains 300523 members 
Mstep: Class 7 contains 111445 members 
Mstep: Class 8 contains 22663 members 
Mstep: Class 9 contains 3832 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 154142 members 
Mstep: Class 12 contains 42946 members 
Mstep: Class 13 contains 2629 members 
Mstep: Class 14 contains 11659 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 53930 members 
Mstep: Class 21 contains 18381 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98032672.000000 Penalty: 74808.710938
Iteration 96Q: 23 clusters Score -9.803267e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77173 members 
Mstep: Class 2 contains 3014 members 
Mstep: Class 3 contains 24574 members 
Mstep: Class 4 contains 26010 members 
Mstep: Class 5 contains 23541 members 
Mstep: Class 6 contains 300954 members 
Mstep: Class 7 contains 111438 members 
Mstep: Class 8 contains 22646 members 
Mstep: Class 9 contains 3835 members 
Mstep: Class 10 contains 989 members 
Mstep: Class 11 contains 153757 members 
Mstep: Class 12 contains 42908 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 14 contains 11628 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 4925 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 10318 members 
Mstep: Class 20 contains 53918 members 
Mstep: Class 21 contains 18386 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98032528.000000 Penalty: 74808.710938
Iteration 97Q: 23 clusters Score -9.803253e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77235 members 
Mstep: Class 2 contains 3017 members 
Mstep: Class 3 contains 24566 members 
Mstep: Class 4 contains 26022 members 
Mstep: Class 5 contains 23535 members 
Mstep: Class 6 contains 301274 members 
Mstep: Class 7 contains 111462 members 
Mstep: Class 8 contains 22626 members 
Mstep: Class 9 contains 3839 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 153472 members 
Mstep: Class 12 contains 42853 members 
Mstep: Class 13 contains 2629 members 
Mstep: Class 14 contains 11594 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4926 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 10321 members 
Mstep: Class 20 contains 53903 members 
Mstep: Class 21 contains 18381 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98032472.000000 Penalty: 74808.710938
Iteration 98Q: 23 clusters Score -9.803247e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 3016 members 
Mstep: Class 3 contains 24559 members 
Mstep: Class 4 contains 26027 members 
Mstep: Class 5 contains 23530 members 
Mstep: Class 6 contains 301510 members 
Mstep: Class 7 contains 111493 members 
Mstep: Class 8 contains 22610 members 
Mstep: Class 9 contains 3845 members 
Mstep: Class 10 contains 993 members 
Mstep: Class 11 contains 153267 members 
Mstep: Class 12 contains 42802 members 
Mstep: Class 13 contains 2629 members 
Mstep: Class 14 contains 11565 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4926 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 10325 members 
Mstep: Class 20 contains 53894 members 
Mstep: Class 21 contains 18366 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98032176.000000 Penalty: 74808.710938
Iteration 99Q: 23 clusters Score -9.803218e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 3011 members 
Mstep: Class 3 contains 24572 members 
Mstep: Class 4 contains 26032 members 
Mstep: Class 5 contains 23534 members 
Mstep: Class 6 contains 301579 members 
Mstep: Class 7 contains 111541 members 
Mstep: Class 8 contains 22595 members 
Mstep: Class 9 contains 3847 members 
Mstep: Class 10 contains 995 members 
Mstep: Class 11 contains 153152 members 
Mstep: Class 12 contains 42763 members 
Mstep: Class 13 contains 2628 members 
Mstep: Class 14 contains 11532 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 10330 members 
Mstep: Class 20 contains 53888 members 
Mstep: Class 21 contains 18367 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031936.000000 Penalty: 74808.710938
Iteration 100F: 23 clusters Score -9.803194e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77408 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 24578 members 
Mstep: Class 4 contains 26047 members 
Mstep: Class 5 contains 23531 members 
Mstep: Class 6 contains 301621 members 
Mstep: Class 7 contains 111577 members 
Mstep: Class 8 contains 22577 members 
Mstep: Class 9 contains 3850 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 153099 members 
Mstep: Class 12 contains 42740 members 
Mstep: Class 13 contains 2629 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10333 members 
Mstep: Class 20 contains 53876 members 
Mstep: Class 21 contains 18375 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031672.000000 Penalty: 74808.710938
Iteration 101Q: 23 clusters Score -9.803167e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77467 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 24577 members 
Mstep: Class 4 contains 26057 members 
Mstep: Class 5 contains 23528 members 
Mstep: Class 6 contains 301625 members 
Mstep: Class 7 contains 111614 members 
Mstep: Class 8 contains 22554 members 
Mstep: Class 9 contains 3854 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 153090 members 
Mstep: Class 12 contains 42697 members 
Mstep: Class 13 contains 2630 members 
Mstep: Class 14 contains 11446 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10339 members 
Mstep: Class 20 contains 53860 members 
Mstep: Class 21 contains 18385 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031400.000000 Penalty: 74808.710938
Iteration 102Q: 23 clusters Score -9.80314e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 24565 members 
Mstep: Class 4 contains 26062 members 
Mstep: Class 5 contains 23533 members 
Mstep: Class 6 contains 301556 members 
Mstep: Class 7 contains 111660 members 
Mstep: Class 8 contains 22564 members 
Mstep: Class 9 contains 3856 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 153145 members 
Mstep: Class 12 contains 42649 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 11417 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10342 members 
Mstep: Class 20 contains 53833 members 
Mstep: Class 21 contains 18405 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031472.000000 Penalty: 74808.710938
Iteration 103Q: 23 clusters Score -9.803147e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 24563 members 
Mstep: Class 4 contains 26065 members 
Mstep: Class 5 contains 23543 members 
Mstep: Class 6 contains 301407 members 
Mstep: Class 7 contains 111714 members 
Mstep: Class 8 contains 22555 members 
Mstep: Class 9 contains 3857 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 153271 members 
Mstep: Class 12 contains 42617 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 11397 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10345 members 
Mstep: Class 20 contains 53820 members 
Mstep: Class 21 contains 18421 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031512.000000 Penalty: 74808.710938
Iteration 104Q: 23 clusters Score -9.803151e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77550 members 
Mstep: Class 2 contains 2996 members 
Mstep: Class 3 contains 24570 members 
Mstep: Class 4 contains 26066 members 
Mstep: Class 5 contains 23552 members 
Mstep: Class 6 contains 301204 members 
Mstep: Class 7 contains 111750 members 
Mstep: Class 8 contains 22553 members 
Mstep: Class 9 contains 3858 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 153441 members 
Mstep: Class 12 contains 42580 members 
Mstep: Class 13 contains 2631 members 
Mstep: Class 14 contains 11380 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10350 members 
Mstep: Class 20 contains 53812 members 
Mstep: Class 21 contains 18433 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031584.000000 Penalty: 74808.710938
Iteration 105Q: 23 clusters Score -9.803158e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77579 members 
Mstep: Class 2 contains 2995 members 
Mstep: Class 3 contains 24561 members 
Mstep: Class 4 contains 26068 members 
Mstep: Class 5 contains 23559 members 
Mstep: Class 6 contains 300987 members 
Mstep: Class 7 contains 111775 members 
Mstep: Class 8 contains 22552 members 
Mstep: Class 9 contains 3860 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 153672 members 
Mstep: Class 12 contains 42545 members 
Mstep: Class 13 contains 2632 members 
Mstep: Class 14 contains 11365 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10356 members 
Mstep: Class 20 contains 53795 members 
Mstep: Class 21 contains 18425 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031592.000000 Penalty: 74808.710938
Iteration 106Q: 23 clusters Score -9.803159e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77607 members 
Mstep: Class 2 contains 2991 members 
Mstep: Class 3 contains 24554 members 
Mstep: Class 4 contains 26068 members 
Mstep: Class 5 contains 23566 members 
Mstep: Class 6 contains 300781 members 
Mstep: Class 7 contains 111789 members 
Mstep: Class 8 contains 22557 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 153904 members 
Mstep: Class 12 contains 42508 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11352 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4927 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10357 members 
Mstep: Class 20 contains 53775 members 
Mstep: Class 21 contains 18422 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031616.000000 Penalty: 74808.710938
Iteration 107Q: 23 clusters Score -9.803162e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77633 members 
Mstep: Class 2 contains 2989 members 
Mstep: Class 3 contains 24558 members 
Mstep: Class 4 contains 26063 members 
Mstep: Class 5 contains 23571 members 
Mstep: Class 6 contains 300569 members 
Mstep: Class 7 contains 111811 members 
Mstep: Class 8 contains 22556 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 154126 members 
Mstep: Class 12 contains 42473 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11341 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10358 members 
Mstep: Class 20 contains 53752 members 
Mstep: Class 21 contains 18428 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031648.000000 Penalty: 74808.710938
Iteration 108Q: 23 clusters Score -9.803165e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77646 members 
Mstep: Class 2 contains 2985 members 
Mstep: Class 3 contains 24558 members 
Mstep: Class 4 contains 26057 members 
Mstep: Class 5 contains 23579 members 
Mstep: Class 6 contains 300373 members 
Mstep: Class 7 contains 111824 members 
Mstep: Class 8 contains 22548 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 154346 members 
Mstep: Class 12 contains 42446 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11332 members 
Mstep: Class 15 contains 1302 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10360 members 
Mstep: Class 20 contains 53745 members 
Mstep: Class 21 contains 18428 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031624.000000 Penalty: 74808.710938
Iteration 109Q: 23 clusters Score -9.803162e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77665 members 
Mstep: Class 2 contains 2982 members 
Mstep: Class 3 contains 24563 members 
Mstep: Class 4 contains 26059 members 
Mstep: Class 5 contains 23581 members 
Mstep: Class 6 contains 300137 members 
Mstep: Class 7 contains 111853 members 
Mstep: Class 8 contains 22547 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 154574 members 
Mstep: Class 12 contains 42417 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11322 members 
Mstep: Class 15 contains 1302 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10363 members 
Mstep: Class 20 contains 53732 members 
Mstep: Class 21 contains 18431 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031704.000000 Penalty: 74808.710938
Iteration 110Q: 23 clusters Score -9.80317e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77677 members 
Mstep: Class 2 contains 2976 members 
Mstep: Class 3 contains 24568 members 
Mstep: Class 4 contains 26057 members 
Mstep: Class 5 contains 23583 members 
Mstep: Class 6 contains 299902 members 
Mstep: Class 7 contains 111868 members 
Mstep: Class 8 contains 22557 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 154831 members 
Mstep: Class 12 contains 42390 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11318 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10369 members 
Mstep: Class 20 contains 53701 members 
Mstep: Class 21 contains 18429 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98031920.000000 Penalty: 74808.710938
Iteration 111Q: 23 clusters Score -9.803192e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77683 members 
Mstep: Class 2 contains 2978 members 
Mstep: Class 3 contains 24581 members 
Mstep: Class 4 contains 26057 members 
Mstep: Class 5 contains 23582 members 
Mstep: Class 6 contains 299663 members 
Mstep: Class 7 contains 111887 members 
Mstep: Class 8 contains 22553 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 155055 members 
Mstep: Class 12 contains 42376 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11315 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10371 members 
Mstep: Class 20 contains 53695 members 
Mstep: Class 21 contains 18431 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98032056.000000 Penalty: 74808.710938
Iteration 112Q: 23 clusters Score -9.803206e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77690 members 
Mstep: Class 2 contains 2975 members 
Mstep: Class 3 contains 24592 members 
Mstep: Class 4 contains 26057 members 
Mstep: Class 5 contains 23584 members 
Mstep: Class 6 contains 299478 members 
Mstep: Class 7 contains 111896 members 
Mstep: Class 8 contains 22550 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 155228 members 
Mstep: Class 12 contains 42368 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11315 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10372 members 
Mstep: Class 20 contains 53687 members 
Mstep: Class 21 contains 18434 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98032096.000000 Penalty: 74808.710938
Iteration 113Q: 23 clusters Score -9.80321e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77705 members 
Mstep: Class 2 contains 2973 members 
Mstep: Class 3 contains 24604 members 
Mstep: Class 4 contains 26056 members 
Mstep: Class 5 contains 23585 members 
Mstep: Class 6 contains 299307 members 
Mstep: Class 7 contains 111914 members 
Mstep: Class 8 contains 22549 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 155381 members 
Mstep: Class 12 contains 42354 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11312 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10371 members 
Mstep: Class 20 contains 53680 members 
Mstep: Class 21 contains 18434 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98032200.000000 Penalty: 74808.710938
Iteration 114Q: 23 clusters Score -9.80322e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77720 members 
Mstep: Class 2 contains 2968 members 
Mstep: Class 3 contains 24611 members 
Mstep: Class 4 contains 26062 members 
Mstep: Class 5 contains 23589 members 
Mstep: Class 6 contains 299131 members 
Mstep: Class 7 contains 111923 members 
Mstep: Class 8 contains 22546 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 155562 members 
Mstep: Class 12 contains 42336 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11307 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10371 members 
Mstep: Class 20 contains 53668 members 
Mstep: Class 21 contains 18432 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98032272.000000 Penalty: 74808.710938
Iteration 115Q: 23 clusters Score -9.803227e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 2960 members 
Mstep: Class 3 contains 24613 members 
Mstep: Class 4 contains 26062 members 
Mstep: Class 5 contains 23594 members 
Mstep: Class 6 contains 298973 members 
Mstep: Class 7 contains 111925 members 
Mstep: Class 8 contains 22547 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 155718 members 
Mstep: Class 12 contains 42328 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11308 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10370 members 
Mstep: Class 20 contains 53658 members 
Mstep: Class 21 contains 18424 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98032224.000000 Penalty: 74808.710938
Iteration 116Q: 23 clusters Score -9.803222e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 24614 members 
Mstep: Class 4 contains 26065 members 
Mstep: Class 5 contains 23599 members 
Mstep: Class 6 contains 298843 members 
Mstep: Class 7 contains 111932 members 
Mstep: Class 8 contains 22550 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 155860 members 
Mstep: Class 12 contains 42315 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11307 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10371 members 
Mstep: Class 20 contains 53638 members 
Mstep: Class 21 contains 18424 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98032280.000000 Penalty: 74808.710938
Iteration 117Q: 23 clusters Score -9.803228e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 24612 members 
Mstep: Class 4 contains 26062 members 
Mstep: Class 5 contains 23603 members 
Mstep: Class 6 contains 298727 members 
Mstep: Class 7 contains 111932 members 
Mstep: Class 8 contains 22544 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 996 members 
Mstep: Class 11 contains 155998 members 
Mstep: Class 12 contains 42310 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11307 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10373 members 
Mstep: Class 20 contains 53622 members 
Mstep: Class 21 contains 18416 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98032408.000000 Penalty: 74808.710938
Iteration 118Q: 23 clusters Score -9.803241e+07 nChanged 451
Entering ConstructFrom: 
Score: -98032408.000000 Penalty: 74808.710938
Entering ConstructFrom: 
Trying to split cluster 1 (77779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Entering Unmasked Estep 
Score: -8814069.000000 Penalty: 2792.883545
	Iteration 0F: 2 clusters Score -8814069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -8762077.000000 Penalty: 5585.767090
	Iteration 0F: 3 clusters Score -8762077 nChanged 36417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -8782434.000000 Penalty: 5585.767090
	Iteration 1F: 3 clusters Score -8782434 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -8783374.000000 Penalty: 5585.767090
	Iteration 2Q: 3 clusters Score -8783374 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -8784610.000000 Penalty: 5585.767090
	Iteration 3Q: 3 clusters Score -8784610 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -8786447.000000 Penalty: 5585.767090
	Iteration 4Q: 3 clusters Score -8786447 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -8789144.000000 Penalty: 5585.767090
	Iteration 5F: 3 clusters Score -8789144 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -8792840.000000 Penalty: 5585.767090
	Iteration 6F: 3 clusters Score -8792840 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -8797391.000000 Penalty: 5585.767090
	Iteration 7F: 3 clusters Score -8797391 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -8801371.000000 Penalty: 5585.767090
	Iteration 8F: 3 clusters Score -8801371 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -8803918.000000 Penalty: 5585.767090
	Iteration 9F: 3 clusters Score -8803918 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -8805123.000000 Penalty: 5585.767090
	Iteration 10Q: 3 clusters Score -8805123 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 55814 members 
Entering Unmasked Estep 
Score: -8805792.000000 Penalty: 5585.767090
	Iteration 11Q: 3 clusters Score -8805792 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -8806327.000000 Penalty: 5585.767090
	Iteration 12Q: 3 clusters Score -8806327 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
Score: -8806799.000000 Penalty: 5585.767090
	Iteration 13Q: 3 clusters Score -8806799 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 59393 members 
Entering Unmasked Estep 
Score: -8807306.000000 Penalty: 5585.767090
	Iteration 14Q: 3 clusters Score -8807306 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -8807810.000000 Penalty: 5585.767090
	Iteration 15Q: 3 clusters Score -8807810 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 61707 members 
Entering Unmasked Estep 
Score: -8808305.000000 Penalty: 5585.767090
	Iteration 16Q: 3 clusters Score -8808305 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 62818 members 
Entering Unmasked Estep 
Score: -8808767.000000 Penalty: 5585.767090
	Iteration 17Q: 3 clusters Score -8808767 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -8809149.000000 Penalty: 5585.767090
	Iteration 18Q: 3 clusters Score -8809149 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 64823 members 
Entering Unmasked Estep 
Score: -8809470.000000 Penalty: 5585.767090
	Iteration 19Q: 3 clusters Score -8809470 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -8809889.000000 Penalty: 5585.767090
	Iteration 20F: 3 clusters Score -8809889 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 66699 members 
Entering Unmasked Estep 
Score: -8810328.000000 Penalty: 5585.767090
	Iteration 21Q: 3 clusters Score -8810328 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -8810693.000000 Penalty: 5585.767090
	Iteration 22Q: 3 clusters Score -8810693 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 68421 members 
Entering Unmasked Estep 
Score: -8810999.000000 Penalty: 5585.767090
	Iteration 23Q: 3 clusters Score -8810999 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 69167 members 
Entering Unmasked Estep 
Score: -8811319.000000 Penalty: 5585.767090
	Iteration 24Q: 3 clusters Score -8811319 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 69860 members 
Entering Unmasked Estep 
Score: -8811561.000000 Penalty: 5585.767090
	Iteration 25Q: 3 clusters Score -8811561 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -8811759.000000 Penalty: 5585.767090
	Iteration 26Q: 3 clusters Score -8811759 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 70982 members 
Entering Unmasked Estep 
Score: -8811909.000000 Penalty: 5585.767090
	Iteration 27Q: 3 clusters Score -8811909 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 71446 members 
Entering Unmasked Estep 
Score: -8812073.000000 Penalty: 5585.767090
	Iteration 28Q: 3 clusters Score -8812073 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 71841 members 
Entering Unmasked Estep 
Score: -8812208.000000 Penalty: 5585.767090
	Iteration 29Q: 3 clusters Score -8812208 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 72202 members 
Entering Unmasked Estep 
Score: -8812297.000000 Penalty: 5585.767090
	Iteration 30Q: 3 clusters Score -8812297 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 72527 members 
Entering Unmasked Estep 
Score: -8812400.000000 Penalty: 5585.767090
	Iteration 31Q: 3 clusters Score -8812400 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 72845 members 
Entering Unmasked Estep 
Score: -8812480.000000 Penalty: 5585.767090
	Iteration 32Q: 3 clusters Score -8812480 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -8812543.000000 Penalty: 5585.767090
	Iteration 33Q: 3 clusters Score -8812543 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -8812579.000000 Penalty: 5585.767090
	Iteration 34Q: 3 clusters Score -8812579 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 73531 members 
Entering Unmasked Estep 
Score: -8812638.000000 Penalty: 5585.767090
	Iteration 35Q: 3 clusters Score -8812638 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 73712 members 
Entering Unmasked Estep 
Score: -8812679.000000 Penalty: 5585.767090
	Iteration 36Q: 3 clusters Score -8812679 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -8812739.000000 Penalty: 5585.767090
	Iteration 37Q: 3 clusters Score -8812739 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -8812776.000000 Penalty: 5585.767090
	Iteration 38Q: 3 clusters Score -8812776 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 74122 members 
Entering Unmasked Estep 
Score: -8812804.000000 Penalty: 5585.767090
	Iteration 39Q: 3 clusters Score -8812804 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 74224 members 
Entering Unmasked Estep 
Score: -8812814.000000 Penalty: 5585.767090
	Iteration 40F: 3 clusters Score -8812814 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 74331 members 
Entering Unmasked Estep 
Score: -8812836.000000 Penalty: 5585.767090
	Iteration 41Q: 3 clusters Score -8812836 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 74429 members 
Entering Unmasked Estep 
Score: -8812847.000000 Penalty: 5585.767090
	Iteration 42Q: 3 clusters Score -8812847 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 74503 members 
Entering Unmasked Estep 
Score: -8812853.000000 Penalty: 5585.767090
	Iteration 43Q: 3 clusters Score -8812853 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
Score: -8812877.000000 Penalty: 5585.767090
	Iteration 44Q: 3 clusters Score -8812877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 74609 members 
Entering Unmasked Estep 
Score: -8812879.000000 Penalty: 5585.767090
	Iteration 45Q: 3 clusters Score -8812879 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 74655 members 
Entering Unmasked Estep 
Score: -8812895.000000 Penalty: 5585.767090
	Iteration 46Q: 3 clusters Score -8812895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 74685 members 
Entering Unmasked Estep 
Score: -8812907.000000 Penalty: 5585.767090
	Iteration 47Q: 3 clusters Score -8812907 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 74709 members 
Entering Unmasked Estep 
Score: -8812902.000000 Penalty: 5585.767090
	Iteration 48Q: 3 clusters Score -8812902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 74731 members 
Entering Unmasked Estep 
Score: -8812896.000000 Penalty: 5585.767090
	Iteration 49Q: 3 clusters Score -8812896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 74753 members 
Entering Unmasked Estep 
Score: -8812895.000000 Penalty: 5585.767090
	Iteration 50Q: 3 clusters Score -8812895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 74774 members 
Entering Unmasked Estep 
Score: -8812898.000000 Penalty: 5585.767090
	Iteration 51Q: 3 clusters Score -8812898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 74795 members 
Entering Unmasked Estep 
Score: -8812898.000000 Penalty: 5585.767090
	Iteration 52Q: 3 clusters Score -8812898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -8812904.000000 Penalty: 5585.767090
	Iteration 53Q: 3 clusters Score -8812904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 74830 members 
Entering Unmasked Estep 
Score: -8812912.000000 Penalty: 5585.767090
	Iteration 54Q: 3 clusters Score -8812912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 74851 members 
Entering Unmasked Estep 
Score: -8812908.000000 Penalty: 5585.767090
	Iteration 55Q: 3 clusters Score -8812908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 74871 members 
Entering Unmasked Estep 
Score: -8812924.000000 Penalty: 5585.767090
	Iteration 56Q: 3 clusters Score -8812924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 74887 members 
Entering Unmasked Estep 
Score: -8812926.000000 Penalty: 5585.767090
	Iteration 57Q: 3 clusters Score -8812926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 74900 members 
Entering Unmasked Estep 
Score: -8812915.000000 Penalty: 5585.767090
	Iteration 58Q: 3 clusters Score -8812915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -8812921.000000 Penalty: 5585.767090
	Iteration 59Q: 3 clusters Score -8812921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 74921 members 
Entering Unmasked Estep 
Score: -8812913.000000 Penalty: 5585.767090
	Iteration 60F: 3 clusters Score -8812913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 74937 members 
Entering Unmasked Estep 
Score: -8812925.000000 Penalty: 5585.767090
	Iteration 61Q: 3 clusters Score -8812925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -8812920.000000 Penalty: 5585.767090
	Iteration 62Q: 3 clusters Score -8812920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 74960 members 
Entering Unmasked Estep 
Score: -8812921.000000 Penalty: 5585.767090
	Iteration 63Q: 3 clusters Score -8812921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 74974 members 
Entering Unmasked Estep 
Score: -8812919.000000 Penalty: 5585.767090
	Iteration 64Q: 3 clusters Score -8812919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -8812921.000000 Penalty: 5585.767090
	Iteration 65Q: 3 clusters Score -8812921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 75003 members 
Entering Unmasked Estep 
Score: -8812934.000000 Penalty: 5585.767090
	Iteration 66Q: 3 clusters Score -8812934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 75018 members 
Entering Unmasked Estep 
Score: -8812951.000000 Penalty: 5585.767090
	Iteration 67Q: 3 clusters Score -8812951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 75033 members 
Entering Unmasked Estep 
Score: -8812942.000000 Penalty: 5585.767090
	Iteration 68Q: 3 clusters Score -8812942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -8812942.000000 Penalty: 5585.767090
	Iteration 69Q: 3 clusters Score -8812942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 75070 members 
Entering Unmasked Estep 
Score: -8812945.000000 Penalty: 5585.767090
	Iteration 70Q: 3 clusters Score -8812945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
Score: -8812953.000000 Penalty: 5585.767090
	Iteration 71Q: 3 clusters Score -8812953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 75106 members 
Entering Unmasked Estep 
Score: -8812959.000000 Penalty: 5585.767090
	Iteration 72Q: 3 clusters Score -8812959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 75127 members 
Entering Unmasked Estep 
Score: -8812948.000000 Penalty: 5585.767090
	Iteration 73Q: 3 clusters Score -8812948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 75140 members 
Entering Unmasked Estep 
Score: -8812954.000000 Penalty: 5585.767090
	Iteration 74Q: 3 clusters Score -8812954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 75151 members 
Entering Unmasked Estep 
Score: -8812962.000000 Penalty: 5585.767090
	Iteration 75Q: 3 clusters Score -8812962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -8812966.000000 Penalty: 5585.767090
	Iteration 76Q: 3 clusters Score -8812966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 75162 members 
Entering Unmasked Estep 
Score: -8812963.000000 Penalty: 5585.767090
	Iteration 77Q: 3 clusters Score -8812963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -8812963.000000 Penalty: 5585.767090
	Iteration 78Q: 3 clusters Score -8812963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 75175 members 
Entering Unmasked Estep 
Score: -8812969.000000 Penalty: 5585.767090
	Iteration 79Q: 3 clusters Score -8812969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 75180 members 
Entering Unmasked Estep 
Score: -8812961.000000 Penalty: 5585.767090
	Iteration 80F: 3 clusters Score -8812961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 75183 members 
Entering Unmasked Estep 
Score: -8812963.000000 Penalty: 5585.767090
	Iteration 81Q: 3 clusters Score -8812963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 75185 members 
Entering Unmasked Estep 
Score: -8812957.000000 Penalty: 5585.767090
	Iteration 82Q: 3 clusters Score -8812957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 75187 members 
Entering Unmasked Estep 
Score: -8812964.000000 Penalty: 5585.767090
	Iteration 83Q: 3 clusters Score -8812964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 75191 members 
Entering Unmasked Estep 
Score: -8812964.000000 Penalty: 5585.767090
	Iteration 84Q: 3 clusters Score -8812964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -8812968.000000 Penalty: 5585.767090
	Iteration 85Q: 3 clusters Score -8812968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 75201 members 
Entering Unmasked Estep 
Score: -8812961.000000 Penalty: 5585.767090
	Iteration 86Q: 3 clusters Score -8812961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 75204 members 
Entering Unmasked Estep 
Score: -8812958.000000 Penalty: 5585.767090
	Iteration 87Q: 3 clusters Score -8812958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 75206 members 
Entering Unmasked Estep 
Score: -8812960.000000 Penalty: 5585.767090
	Iteration 88Q: 3 clusters Score -8812960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 75209 members 
Entering Unmasked Estep 
Score: -8812962.000000 Penalty: 5585.767090
	Iteration 89Q: 3 clusters Score -8812962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 75211 members 
Entering Unmasked Estep 
Score: -8812958.000000 Penalty: 5585.767090
	Iteration 90Q: 3 clusters Score -8812958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 75215 members 
Entering Unmasked Estep 
Score: -8812962.000000 Penalty: 5585.767090
	Iteration 91Q: 3 clusters Score -8812962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 75221 members 
Entering Unmasked Estep 
Score: -8812960.000000 Penalty: 5585.767090
	Iteration 92Q: 3 clusters Score -8812960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -8812961.000000 Penalty: 5585.767090
	Iteration 93Q: 3 clusters Score -8812961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -8812961.000000 Penalty: 5585.767090
	Iteration 94F: 3 clusters Score -8812961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Entering Unmasked Estep 
Score: -327175.406250 Penalty: 1982.082642
	Iteration 0F: 2 clusters Score -327175.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -323911.125000 Penalty: 3964.165283
	Iteration 0F: 3 clusters Score -323911.1 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -324548.156250 Penalty: 3964.165283
	Iteration 1F: 3 clusters Score -324548.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -324701.656250 Penalty: 3964.165283
	Iteration 2F: 3 clusters Score -324701.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -324783.531250 Penalty: 3964.165283
	Iteration 3Q: 3 clusters Score -324783.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -324828.031250 Penalty: 3964.165283
	Iteration 4Q: 3 clusters Score -324828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -324867.187500 Penalty: 3964.165283
	Iteration 5Q: 3 clusters Score -324867.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -324890.718750 Penalty: 3964.165283
	Iteration 6Q: 3 clusters Score -324890.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -324916.968750 Penalty: 3964.165283
	Iteration 7Q: 3 clusters Score -324917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -324940.843750 Penalty: 3964.165283
	Iteration 8Q: 3 clusters Score -324940.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -324958.062500 Penalty: 3964.165283
	Iteration 9Q: 3 clusters Score -324958.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -324976.375000 Penalty: 3964.165283
	Iteration 10Q: 3 clusters Score -324976.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -324996.500000 Penalty: 3964.165283
	Iteration 11Q: 3 clusters Score -324996.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -325014.593750 Penalty: 3964.165283
	Iteration 12Q: 3 clusters Score -325014.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -325025.625000 Penalty: 3964.165283
	Iteration 13Q: 3 clusters Score -325025.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -325040.812500 Penalty: 3964.165283
	Iteration 14Q: 3 clusters Score -325040.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -325051.968750 Penalty: 3964.165283
	Iteration 15Q: 3 clusters Score -325052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -325059.968750 Penalty: 3964.165283
	Iteration 16Q: 3 clusters Score -325060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -325068.250000 Penalty: 3964.165283
	Iteration 17Q: 3 clusters Score -325068.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -325074.906250 Penalty: 3964.165283
	Iteration 18Q: 3 clusters Score -325074.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -325083.312500 Penalty: 3964.165283
	Iteration 19Q: 3 clusters Score -325083.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -325091.156250 Penalty: 3964.165283
	Iteration 20F: 3 clusters Score -325091.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -325099.312500 Penalty: 3964.165283
	Iteration 21Q: 3 clusters Score -325099.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -325106.375000 Penalty: 3964.165283
	Iteration 22Q: 3 clusters Score -325106.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -325112.375000 Penalty: 3964.165283
	Iteration 23Q: 3 clusters Score -325112.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -325114.718750 Penalty: 3964.165283
	Iteration 24Q: 3 clusters Score -325114.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -325119.500000 Penalty: 3964.165283
	Iteration 25Q: 3 clusters Score -325119.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -325124.937500 Penalty: 3964.165283
	Iteration 26Q: 3 clusters Score -325124.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -325128.250000 Penalty: 3964.165283
	Iteration 27Q: 3 clusters Score -325128.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -325131.000000 Penalty: 3964.165283
	Iteration 28Q: 3 clusters Score -325131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -325132.218750 Penalty: 3964.165283
	Iteration 29Q: 3 clusters Score -325132.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -325132.906250 Penalty: 3964.165283
	Iteration 30Q: 3 clusters Score -325132.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -325134.406250 Penalty: 3964.165283
	Iteration 31Q: 3 clusters Score -325134.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -325134.218750 Penalty: 3964.165283
	Iteration 32Q: 3 clusters Score -325134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -325134.875000 Penalty: 3964.165283
	Iteration 33Q: 3 clusters Score -325134.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -325137.656250 Penalty: 3964.165283
	Iteration 34Q: 3 clusters Score -325137.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -325138.656250 Penalty: 3964.165283
	Iteration 35Q: 3 clusters Score -325138.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -325138.781250 Penalty: 3964.165283
	Iteration 36Q: 3 clusters Score -325138.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -325138.781250 Penalty: 3964.165283
	Iteration 37F: 3 clusters Score -325138.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Entering Unmasked Estep 
Score: -2796490.250000 Penalty: 2507.464844
	Iteration 0F: 2 clusters Score -2796490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2779441.750000 Penalty: 5014.929688
	Iteration 0F: 3 clusters Score -2779442 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2785232.500000 Penalty: 5014.929688
	Iteration 1F: 3 clusters Score -2785232 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2785621.250000 Penalty: 5014.929688
	Iteration 2Q: 3 clusters Score -2785621 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2786017.000000 Penalty: 5014.929688
	Iteration 3Q: 3 clusters Score -2786017 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2786438.750000 Penalty: 5014.929688
	Iteration 4Q: 3 clusters Score -2786439 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2786937.500000 Penalty: 5014.929688
	Iteration 5Q: 3 clusters Score -2786938 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2787585.750000 Penalty: 5014.929688
	Iteration 6F: 3 clusters Score -2787586 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2788468.250000 Penalty: 5014.929688
	Iteration 7F: 3 clusters Score -2788468 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2789746.500000 Penalty: 5014.929688
	Iteration 8F: 3 clusters Score -2789746 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2791216.250000 Penalty: 5014.929688
	Iteration 9F: 3 clusters Score -2791216 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2792496.500000 Penalty: 5014.929688
	Iteration 10F: 3 clusters Score -2792496 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2793311.750000 Penalty: 5014.929688
	Iteration 11Q: 3 clusters Score -2793312 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2793684.000000 Penalty: 5014.929688
	Iteration 12Q: 3 clusters Score -2793684 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2793895.000000 Penalty: 5014.929688
	Iteration 13Q: 3 clusters Score -2793895 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2794014.250000 Penalty: 5014.929688
	Iteration 14Q: 3 clusters Score -2794014 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -2794096.250000 Penalty: 5014.929688
	Iteration 15Q: 3 clusters Score -2794096 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -2794157.000000 Penalty: 5014.929688
	Iteration 16Q: 3 clusters Score -2794157 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2794202.250000 Penalty: 5014.929688
	Iteration 17Q: 3 clusters Score -2794202 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2794243.000000 Penalty: 5014.929688
	Iteration 18Q: 3 clusters Score -2794243 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2794271.500000 Penalty: 5014.929688
	Iteration 19Q: 3 clusters Score -2794272 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2794292.000000 Penalty: 5014.929688
	Iteration 20F: 3 clusters Score -2794292 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2794315.000000 Penalty: 5014.929688
	Iteration 21Q: 3 clusters Score -2794315 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2794332.250000 Penalty: 5014.929688
	Iteration 22Q: 3 clusters Score -2794332 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2794354.500000 Penalty: 5014.929688
	Iteration 23Q: 3 clusters Score -2794354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -2794370.250000 Penalty: 5014.929688
	Iteration 24Q: 3 clusters Score -2794370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2794382.500000 Penalty: 5014.929688
	Iteration 25Q: 3 clusters Score -2794382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2794388.000000 Penalty: 5014.929688
	Iteration 26Q: 3 clusters Score -2794388 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -2794413.500000 Penalty: 5014.929688
	Iteration 27Q: 3 clusters Score -2794414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2794421.500000 Penalty: 5014.929688
	Iteration 28Q: 3 clusters Score -2794422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2794437.750000 Penalty: 5014.929688
	Iteration 29Q: 3 clusters Score -2794438 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -2794450.750000 Penalty: 5014.929688
	Iteration 30Q: 3 clusters Score -2794451 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -2794466.750000 Penalty: 5014.929688
	Iteration 31Q: 3 clusters Score -2794467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -2794475.500000 Penalty: 5014.929688
	Iteration 32Q: 3 clusters Score -2794476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2794489.750000 Penalty: 5014.929688
	Iteration 33Q: 3 clusters Score -2794490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -2794500.750000 Penalty: 5014.929688
	Iteration 34Q: 3 clusters Score -2794501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -2794510.750000 Penalty: 5014.929688
	Iteration 35Q: 3 clusters Score -2794511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -2794517.250000 Penalty: 5014.929688
	Iteration 36Q: 3 clusters Score -2794517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2794519.500000 Penalty: 5014.929688
	Iteration 37Q: 3 clusters Score -2794520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2794522.000000 Penalty: 5014.929688
	Iteration 38Q: 3 clusters Score -2794522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -2794525.000000 Penalty: 5014.929688
	Iteration 39Q: 3 clusters Score -2794525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -2794533.250000 Penalty: 5014.929688
	Iteration 40F: 3 clusters Score -2794533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -2794531.000000 Penalty: 5014.929688
	Iteration 41Q: 3 clusters Score -2794531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -2794534.500000 Penalty: 5014.929688
	Iteration 42Q: 3 clusters Score -2794534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2794534.000000 Penalty: 5014.929688
	Iteration 43Q: 3 clusters Score -2794534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2794534.500000 Penalty: 5014.929688
	Iteration 44Q: 3 clusters Score -2794534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -2794536.250000 Penalty: 5014.929688
	Iteration 45Q: 3 clusters Score -2794536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -2794533.000000 Penalty: 5014.929688
	Iteration 46Q: 3 clusters Score -2794533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2794532.000000 Penalty: 5014.929688
	Iteration 47Q: 3 clusters Score -2794532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2794532.000000 Penalty: 5014.929688
	Iteration 48F: 3 clusters Score -2794532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Entering Unmasked Estep 
Score: -2724558.000000 Penalty: 2521.712402
	Iteration 0F: 2 clusters Score -2724558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2706469.250000 Penalty: 5043.424805
	Iteration 0F: 3 clusters Score -2706469 nChanged 11652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2712714.000000 Penalty: 5043.424805
	Iteration 1F: 3 clusters Score -2712714 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2713134.500000 Penalty: 5043.424805
	Iteration 2Q: 3 clusters Score -2713134 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2713485.250000 Penalty: 5043.424805
	Iteration 3Q: 3 clusters Score -2713485 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2713778.000000 Penalty: 5043.424805
	Iteration 4Q: 3 clusters Score -2713778 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2713983.750000 Penalty: 5043.424805
	Iteration 5Q: 3 clusters Score -2713984 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2714188.000000 Penalty: 5043.424805
	Iteration 6Q: 3 clusters Score -2714188 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2714352.250000 Penalty: 5043.424805
	Iteration 7Q: 3 clusters Score -2714352 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2714491.000000 Penalty: 5043.424805
	Iteration 8Q: 3 clusters Score -2714491 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2714624.250000 Penalty: 5043.424805
	Iteration 9Q: 3 clusters Score -2714624 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2714750.500000 Penalty: 5043.424805
	Iteration 10Q: 3 clusters Score -2714750 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2714912.500000 Penalty: 5043.424805
	Iteration 11Q: 3 clusters Score -2714912 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2715140.250000 Penalty: 5043.424805
	Iteration 12Q: 3 clusters Score -2715140 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2715457.500000 Penalty: 5043.424805
	Iteration 13Q: 3 clusters Score -2715458 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2715835.750000 Penalty: 5043.424805
	Iteration 14Q: 3 clusters Score -2715836 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2716338.250000 Penalty: 5043.424805
	Iteration 15Q: 3 clusters Score -2716338 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2717005.250000 Penalty: 5043.424805
	Iteration 16Q: 3 clusters Score -2717005 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2717782.500000 Penalty: 5043.424805
	Iteration 17Q: 3 clusters Score -2717782 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2718490.750000 Penalty: 5043.424805
	Iteration 18Q: 3 clusters Score -2718491 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2719059.000000 Penalty: 5043.424805
	Iteration 19Q: 3 clusters Score -2719059 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2719491.000000 Penalty: 5043.424805
	Iteration 20F: 3 clusters Score -2719491 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2719848.250000 Penalty: 5043.424805
	Iteration 21Q: 3 clusters Score -2719848 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2720141.250000 Penalty: 5043.424805
	Iteration 22Q: 3 clusters Score -2720141 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2720435.250000 Penalty: 5043.424805
	Iteration 23Q: 3 clusters Score -2720435 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2720685.000000 Penalty: 5043.424805
	Iteration 24Q: 3 clusters Score -2720685 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2720897.250000 Penalty: 5043.424805
	Iteration 25Q: 3 clusters Score -2720897 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2721077.250000 Penalty: 5043.424805
	Iteration 26Q: 3 clusters Score -2721077 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2721264.000000 Penalty: 5043.424805
	Iteration 27Q: 3 clusters Score -2721264 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2721441.500000 Penalty: 5043.424805
	Iteration 28Q: 3 clusters Score -2721442 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2721607.000000 Penalty: 5043.424805
	Iteration 29Q: 3 clusters Score -2721607 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2721729.000000 Penalty: 5043.424805
	Iteration 30Q: 3 clusters Score -2721729 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2721867.500000 Penalty: 5043.424805
	Iteration 31Q: 3 clusters Score -2721868 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2721998.250000 Penalty: 5043.424805
	Iteration 32Q: 3 clusters Score -2721998 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2722107.500000 Penalty: 5043.424805
	Iteration 33Q: 3 clusters Score -2722108 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2722183.500000 Penalty: 5043.424805
	Iteration 34Q: 3 clusters Score -2722184 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2722259.500000 Penalty: 5043.424805
	Iteration 35Q: 3 clusters Score -2722260 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2722334.500000 Penalty: 5043.424805
	Iteration 36Q: 3 clusters Score -2722334 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2722417.750000 Penalty: 5043.424805
	Iteration 37Q: 3 clusters Score -2722418 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2722481.250000 Penalty: 5043.424805
	Iteration 38Q: 3 clusters Score -2722481 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2722551.750000 Penalty: 5043.424805
	Iteration 39Q: 3 clusters Score -2722552 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2722604.500000 Penalty: 5043.424805
	Iteration 40F: 3 clusters Score -2722604 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2722642.750000 Penalty: 5043.424805
	Iteration 41Q: 3 clusters Score -2722643 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2722676.500000 Penalty: 5043.424805
	Iteration 42Q: 3 clusters Score -2722676 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2722714.000000 Penalty: 5043.424805
	Iteration 43Q: 3 clusters Score -2722714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2722758.000000 Penalty: 5043.424805
	Iteration 44Q: 3 clusters Score -2722758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2722785.750000 Penalty: 5043.424805
	Iteration 45Q: 3 clusters Score -2722786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2722816.000000 Penalty: 5043.424805
	Iteration 46Q: 3 clusters Score -2722816 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2722847.250000 Penalty: 5043.424805
	Iteration 47Q: 3 clusters Score -2722847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2722863.250000 Penalty: 5043.424805
	Iteration 48Q: 3 clusters Score -2722863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2722875.750000 Penalty: 5043.424805
	Iteration 49Q: 3 clusters Score -2722876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2722875.750000 Penalty: 5043.424805
	Iteration 50Q: 3 clusters Score -2722876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2722880.750000 Penalty: 5043.424805
	Iteration 51Q: 3 clusters Score -2722881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2722882.250000 Penalty: 5043.424805
	Iteration 52Q: 3 clusters Score -2722882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2722885.750000 Penalty: 5043.424805
	Iteration 53Q: 3 clusters Score -2722886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2722889.000000 Penalty: 5043.424805
	Iteration 54Q: 3 clusters Score -2722889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2722890.500000 Penalty: 5043.424805
	Iteration 55Q: 3 clusters Score -2722890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2722896.250000 Penalty: 5043.424805
	Iteration 56Q: 3 clusters Score -2722896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2722906.500000 Penalty: 5043.424805
	Iteration 57Q: 3 clusters Score -2722906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2722913.500000 Penalty: 5043.424805
	Iteration 58Q: 3 clusters Score -2722914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2722929.750000 Penalty: 5043.424805
	Iteration 59Q: 3 clusters Score -2722930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2722937.250000 Penalty: 5043.424805
	Iteration 60F: 3 clusters Score -2722937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2722935.250000 Penalty: 5043.424805
	Iteration 61Q: 3 clusters Score -2722935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2722940.500000 Penalty: 5043.424805
	Iteration 62Q: 3 clusters Score -2722940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2722940.750000 Penalty: 5043.424805
	Iteration 63Q: 3 clusters Score -2722941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2722946.000000 Penalty: 5043.424805
	Iteration 64Q: 3 clusters Score -2722946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2722949.250000 Penalty: 5043.424805
	Iteration 65Q: 3 clusters Score -2722949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2722956.250000 Penalty: 5043.424805
	Iteration 66Q: 3 clusters Score -2722956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2722964.250000 Penalty: 5043.424805
	Iteration 67Q: 3 clusters Score -2722964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2722971.000000 Penalty: 5043.424805
	Iteration 68Q: 3 clusters Score -2722971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2722975.500000 Penalty: 5043.424805
	Iteration 69Q: 3 clusters Score -2722976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2722981.750000 Penalty: 5043.424805
	Iteration 70Q: 3 clusters Score -2722982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2722983.250000 Penalty: 5043.424805
	Iteration 71Q: 3 clusters Score -2722983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2722988.250000 Penalty: 5043.424805
	Iteration 72Q: 3 clusters Score -2722988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2722991.750000 Penalty: 5043.424805
	Iteration 73Q: 3 clusters Score -2722992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2722997.000000 Penalty: 5043.424805
	Iteration 74Q: 3 clusters Score -2722997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2723002.500000 Penalty: 5043.424805
	Iteration 75Q: 3 clusters Score -2723002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2723004.500000 Penalty: 5043.424805
	Iteration 76Q: 3 clusters Score -2723004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2723005.250000 Penalty: 5043.424805
	Iteration 77Q: 3 clusters Score -2723005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2723006.500000 Penalty: 5043.424805
	Iteration 78Q: 3 clusters Score -2723006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2723011.750000 Penalty: 5043.424805
	Iteration 79Q: 3 clusters Score -2723012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2723011.500000 Penalty: 5043.424805
	Iteration 80F: 3 clusters Score -2723012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Entering Unmasked Estep 
Score: -2651838.500000 Penalty: 2497.186035
	Iteration 0F: 2 clusters Score -2651838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -2635324.250000 Penalty: 4994.372070
	Iteration 0F: 3 clusters Score -2635324 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2641093.500000 Penalty: 4994.372070
	Iteration 1F: 3 clusters Score -2641094 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2641720.500000 Penalty: 4994.372070
	Iteration 2F: 3 clusters Score -2641720 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2642406.500000 Penalty: 4994.372070
	Iteration 3F: 3 clusters Score -2642406 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2643220.250000 Penalty: 4994.372070
	Iteration 4F: 3 clusters Score -2643220 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2644111.500000 Penalty: 4994.372070
	Iteration 5F: 3 clusters Score -2644112 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2644980.500000 Penalty: 4994.372070
	Iteration 6F: 3 clusters Score -2644980 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2645769.250000 Penalty: 4994.372070
	Iteration 7F: 3 clusters Score -2645769 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2646493.750000 Penalty: 4994.372070
	Iteration 8Q: 3 clusters Score -2646494 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2647144.750000 Penalty: 4994.372070
	Iteration 9Q: 3 clusters Score -2647145 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2647652.750000 Penalty: 4994.372070
	Iteration 10Q: 3 clusters Score -2647653 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2648160.000000 Penalty: 4994.372070
	Iteration 11Q: 3 clusters Score -2648160 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2648611.500000 Penalty: 4994.372070
	Iteration 12Q: 3 clusters Score -2648612 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2649040.750000 Penalty: 4994.372070
	Iteration 13Q: 3 clusters Score -2649041 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2649383.500000 Penalty: 4994.372070
	Iteration 14Q: 3 clusters Score -2649384 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2649642.000000 Penalty: 4994.372070
	Iteration 15Q: 3 clusters Score -2649642 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2649806.250000 Penalty: 4994.372070
	Iteration 16Q: 3 clusters Score -2649806 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2649917.000000 Penalty: 4994.372070
	Iteration 17Q: 3 clusters Score -2649917 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2649987.750000 Penalty: 4994.372070
	Iteration 18Q: 3 clusters Score -2649988 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2650039.500000 Penalty: 4994.372070
	Iteration 19Q: 3 clusters Score -2650040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2650079.250000 Penalty: 4994.372070
	Iteration 20F: 3 clusters Score -2650079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2650100.000000 Penalty: 4994.372070
	Iteration 21Q: 3 clusters Score -2650100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2650116.750000 Penalty: 4994.372070
	Iteration 22Q: 3 clusters Score -2650117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2650125.250000 Penalty: 4994.372070
	Iteration 23Q: 3 clusters Score -2650125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2650141.250000 Penalty: 4994.372070
	Iteration 24Q: 3 clusters Score -2650141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2650149.250000 Penalty: 4994.372070
	Iteration 25Q: 3 clusters Score -2650149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2650152.000000 Penalty: 4994.372070
	Iteration 26Q: 3 clusters Score -2650152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2650158.500000 Penalty: 4994.372070
	Iteration 27Q: 3 clusters Score -2650158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2650160.250000 Penalty: 4994.372070
	Iteration 28Q: 3 clusters Score -2650160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2650159.500000 Penalty: 4994.372070
	Iteration 29Q: 3 clusters Score -2650160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2650159.750000 Penalty: 4994.372070
	Iteration 30Q: 3 clusters Score -2650160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2650159.750000 Penalty: 4994.372070
	Iteration 31F: 3 clusters Score -2650160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (298594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298594 members 
Entering Unmasked Estep 
Score: -33068922.000000 Penalty: 3126.496338
	Iteration 0F: 2 clusters Score -3.306892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149513 members 
Mstep: Class 2 contains 149081 members 
Entering Unmasked Estep 
Score: -32879530.000000 Penalty: 6252.992676
	Iteration 0F: 3 clusters Score -3.287953e+07 nChanged 144773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151738 members 
Mstep: Class 2 contains 146856 members 
Entering Unmasked Estep 
Score: -32964768.000000 Penalty: 6252.992676
	Iteration 1F: 3 clusters Score -3.296477e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153241 members 
Mstep: Class 2 contains 145353 members 
Entering Unmasked Estep 
Score: -32965812.000000 Penalty: 6252.992676
	Iteration 2Q: 3 clusters Score -3.296581e+07 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155889 members 
Mstep: Class 2 contains 142705 members 
Entering Unmasked Estep 
Score: -32967084.000000 Penalty: 6252.992676
	Iteration 3Q: 3 clusters Score -3.296708e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159933 members 
Mstep: Class 2 contains 138661 members 
Entering Unmasked Estep 
Score: -32968696.000000 Penalty: 6252.992676
	Iteration 4Q: 3 clusters Score -3.29687e+07 nChanged 9055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166004 members 
Mstep: Class 2 contains 132590 members 
Entering Unmasked Estep 
Score: -32971502.000000 Penalty: 6252.992676
	Iteration 5Q: 3 clusters Score -3.29715e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175022 members 
Mstep: Class 2 contains 123572 members 
Entering Unmasked Estep 
Score: -32976534.000000 Penalty: 6252.992676
	Iteration 6Q: 3 clusters Score -3.297653e+07 nChanged 14154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187648 members 
Mstep: Class 2 contains 110946 members 
Entering Unmasked Estep 
Score: -32984494.000000 Penalty: 6252.992676
	Iteration 7Q: 3 clusters Score -3.298449e+07 nChanged 17314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203410 members 
Mstep: Class 2 contains 95184 members 
Entering Unmasked Estep 
Score: -32995772.000000 Penalty: 6252.992676
	Iteration 8F: 3 clusters Score -3.299577e+07 nChanged 19120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220908 members 
Mstep: Class 2 contains 77686 members 
Entering Unmasked Estep 
Score: -33009366.000000 Penalty: 6252.992676
	Iteration 9F: 3 clusters Score -3.300937e+07 nChanged 17881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237037 members 
Mstep: Class 2 contains 61557 members 
Entering Unmasked Estep 
Score: -33023102.000000 Penalty: 6252.992676
	Iteration 10F: 3 clusters Score -3.30231e+07 nChanged 14951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250056 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -33033992.000000 Penalty: 6252.992676
	Iteration 11F: 3 clusters Score -3.303399e+07 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259182 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -33041106.000000 Penalty: 6252.992676
	Iteration 12Q: 3 clusters Score -3.304111e+07 nChanged 8423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265471 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -33045988.000000 Penalty: 6252.992676
	Iteration 13Q: 3 clusters Score -3.304599e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270041 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -33049384.000000 Penalty: 6252.992676
	Iteration 14Q: 3 clusters Score -3.304938e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273679 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -33051836.000000 Penalty: 6252.992676
	Iteration 15Q: 3 clusters Score -3.305184e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276791 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -33053928.000000 Penalty: 6252.992676
	Iteration 16Q: 3 clusters Score -3.305393e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279499 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -33055752.000000 Penalty: 6252.992676
	Iteration 17Q: 3 clusters Score -3.305575e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281839 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -33057380.000000 Penalty: 6252.992676
	Iteration 18Q: 3 clusters Score -3.305738e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283953 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -33058832.000000 Penalty: 6252.992676
	Iteration 19Q: 3 clusters Score -3.305883e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285799 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -33060180.000000 Penalty: 6252.992676
	Iteration 20F: 3 clusters Score -3.306018e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287418 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -33061112.000000 Penalty: 6252.992676
	Iteration 21Q: 3 clusters Score -3.306111e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288887 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -33061976.000000 Penalty: 6252.992676
	Iteration 22Q: 3 clusters Score -3.306198e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290116 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -33062514.000000 Penalty: 6252.992676
	Iteration 23Q: 3 clusters Score -3.306251e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291164 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -33062912.000000 Penalty: 6252.992676
	Iteration 24Q: 3 clusters Score -3.306291e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292087 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -33063096.000000 Penalty: 6252.992676
	Iteration 25Q: 3 clusters Score -3.30631e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292886 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -33063250.000000 Penalty: 6252.992676
	Iteration 26Q: 3 clusters Score -3.306325e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293562 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -33063688.000000 Penalty: 6252.992676
	Iteration 27Q: 3 clusters Score -3.306369e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294115 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -33063950.000000 Penalty: 6252.992676
	Iteration 28Q: 3 clusters Score -3.306395e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294588 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -33064250.000000 Penalty: 6252.992676
	Iteration 29Q: 3 clusters Score -3.306425e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294987 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -33064410.000000 Penalty: 6252.992676
	Iteration 30Q: 3 clusters Score -3.306441e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295310 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -33064604.000000 Penalty: 6252.992676
	Iteration 31Q: 3 clusters Score -3.30646e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295599 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -33064882.000000 Penalty: 6252.992676
	Iteration 32Q: 3 clusters Score -3.306488e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295833 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -33065078.000000 Penalty: 6252.992676
	Iteration 33Q: 3 clusters Score -3.306508e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296035 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -33065232.000000 Penalty: 6252.992676
	Iteration 34Q: 3 clusters Score -3.306523e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296199 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -33065362.000000 Penalty: 6252.992676
	Iteration 35Q: 3 clusters Score -3.306536e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296344 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -33065396.000000 Penalty: 6252.992676
	Iteration 36Q: 3 clusters Score -3.30654e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296479 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -33065452.000000 Penalty: 6252.992676
	Iteration 37Q: 3 clusters Score -3.306545e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296598 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -33065526.000000 Penalty: 6252.992676
	Iteration 38Q: 3 clusters Score -3.306553e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296704 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -33065574.000000 Penalty: 6252.992676
	Iteration 39Q: 3 clusters Score -3.306557e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296793 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -33065668.000000 Penalty: 6252.992676
	Iteration 40F: 3 clusters Score -3.306567e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296873 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -33065656.000000 Penalty: 6252.992676
	Iteration 41Q: 3 clusters Score -3.306566e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296940 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -33065772.000000 Penalty: 6252.992676
	Iteration 42Q: 3 clusters Score -3.306577e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296990 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -33065802.000000 Penalty: 6252.992676
	Iteration 43Q: 3 clusters Score -3.30658e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297051 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -33065868.000000 Penalty: 6252.992676
	Iteration 44Q: 3 clusters Score -3.306587e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297102 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -33065892.000000 Penalty: 6252.992676
	Iteration 45Q: 3 clusters Score -3.306589e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297133 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -33065932.000000 Penalty: 6252.992676
	Iteration 46Q: 3 clusters Score -3.306593e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297173 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -33065954.000000 Penalty: 6252.992676
	Iteration 47Q: 3 clusters Score -3.306595e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297202 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -33065980.000000 Penalty: 6252.992676
	Iteration 48Q: 3 clusters Score -3.306598e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297234 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -33066014.000000 Penalty: 6252.992676
	Iteration 49Q: 3 clusters Score -3.306601e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297261 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -33066016.000000 Penalty: 6252.992676
	Iteration 50Q: 3 clusters Score -3.306602e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297275 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -33066022.000000 Penalty: 6252.992676
	Iteration 51Q: 3 clusters Score -3.306602e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297303 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -33066054.000000 Penalty: 6252.992676
	Iteration 52Q: 3 clusters Score -3.306605e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297327 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -33066070.000000 Penalty: 6252.992676
	Iteration 53Q: 3 clusters Score -3.306607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297349 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -33066080.000000 Penalty: 6252.992676
	Iteration 54Q: 3 clusters Score -3.306608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297366 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -33066090.000000 Penalty: 6252.992676
	Iteration 55Q: 3 clusters Score -3.306609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297386 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -33066090.000000 Penalty: 6252.992676
	Iteration 56Q: 3 clusters Score -3.306609e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297399 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -33066072.000000 Penalty: 6252.992676
	Iteration 57Q: 3 clusters Score -3.306607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297410 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -33066088.000000 Penalty: 6252.992676
	Iteration 58Q: 3 clusters Score -3.306609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297415 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -33066086.000000 Penalty: 6252.992676
	Iteration 59Q: 3 clusters Score -3.306609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297419 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -33066082.000000 Penalty: 6252.992676
	Iteration 60F: 3 clusters Score -3.306608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297422 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -33066114.000000 Penalty: 6252.992676
	Iteration 61Q: 3 clusters Score -3.306611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297432 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -33066128.000000 Penalty: 6252.992676
	Iteration 62Q: 3 clusters Score -3.306613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297432 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -33066132.000000 Penalty: 6252.992676
	Iteration 63Q: 3 clusters Score -3.306613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297433 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -33066124.000000 Penalty: 6252.992676
	Iteration 64Q: 3 clusters Score -3.306612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297433 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -33066124.000000 Penalty: 6252.992676
	Iteration 65F: 3 clusters Score -3.306612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (111924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111924 members 
Entering Unmasked Estep 
Score: -12682887.000000 Penalty: 2883.142578
	Iteration 0F: 2 clusters Score -1.268289e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -12607937.000000 Penalty: 5766.285156
	Iteration 0F: 3 clusters Score -1.260794e+07 nChanged 53158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -12638378.000000 Penalty: 5766.285156
	Iteration 1F: 3 clusters Score -1.263838e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -12639223.000000 Penalty: 5766.285156
	Iteration 2Q: 3 clusters Score -1.263922e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -12640180.000000 Penalty: 5766.285156
	Iteration 3Q: 3 clusters Score -1.264018e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 58280 members 
Entering Unmasked Estep 
Score: -12641282.000000 Penalty: 5766.285156
	Iteration 4Q: 3 clusters Score -1.264128e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -12642753.000000 Penalty: 5766.285156
	Iteration 5Q: 3 clusters Score -1.264275e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -12644571.000000 Penalty: 5766.285156
	Iteration 6Q: 3 clusters Score -1.264457e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 65383 members 
Entering Unmasked Estep 
Score: -12646739.000000 Penalty: 5766.285156
	Iteration 7Q: 3 clusters Score -1.264674e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 69391 members 
Entering Unmasked Estep 
Score: -12649481.000000 Penalty: 5766.285156
	Iteration 8F: 3 clusters Score -1.264948e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 74270 members 
Entering Unmasked Estep 
Score: -12652737.000000 Penalty: 5766.285156
	Iteration 9F: 3 clusters Score -1.265274e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 80188 members 
Entering Unmasked Estep 
Score: -12656962.000000 Penalty: 5766.285156
	Iteration 10F: 3 clusters Score -1.265696e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 86847 members 
Entering Unmasked Estep 
Score: -12661845.000000 Penalty: 5766.285156
	Iteration 11F: 3 clusters Score -1.266184e+07 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 93336 members 
Entering Unmasked Estep 
Score: -12666988.000000 Penalty: 5766.285156
	Iteration 12F: 3 clusters Score -1.266699e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 99027 members 
Entering Unmasked Estep 
Score: -12671684.000000 Penalty: 5766.285156
	Iteration 13F: 3 clusters Score -1.267168e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 103226 members 
Entering Unmasked Estep 
Score: -12675130.000000 Penalty: 5766.285156
	Iteration 14Q: 3 clusters Score -1.267513e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 106120 members 
Entering Unmasked Estep 
Score: -12677467.000000 Penalty: 5766.285156
	Iteration 15Q: 3 clusters Score -1.267747e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 107948 members 
Entering Unmasked Estep 
Score: -12678769.000000 Penalty: 5766.285156
	Iteration 16Q: 3 clusters Score -1.267877e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 109041 members 
Entering Unmasked Estep 
Score: -12679552.000000 Penalty: 5766.285156
	Iteration 17Q: 3 clusters Score -1.267955e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 109700 members 
Entering Unmasked Estep 
Score: -12679977.000000 Penalty: 5766.285156
	Iteration 18Q: 3 clusters Score -1.267998e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 110071 members 
Entering Unmasked Estep 
Score: -12680162.000000 Penalty: 5766.285156
	Iteration 19Q: 3 clusters Score -1.268016e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 110304 members 
Entering Unmasked Estep 
Score: -12680275.000000 Penalty: 5766.285156
	Iteration 20F: 3 clusters Score -1.268028e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 110457 members 
Entering Unmasked Estep 
Score: -12680368.000000 Penalty: 5766.285156
	Iteration 21Q: 3 clusters Score -1.268037e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 110570 members 
Entering Unmasked Estep 
Score: -12680461.000000 Penalty: 5766.285156
	Iteration 22Q: 3 clusters Score -1.268046e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 110654 members 
Entering Unmasked Estep 
Score: -12680513.000000 Penalty: 5766.285156
	Iteration 23Q: 3 clusters Score -1.268051e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 110708 members 
Entering Unmasked Estep 
Score: -12680539.000000 Penalty: 5766.285156
	Iteration 24Q: 3 clusters Score -1.268054e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 110751 members 
Entering Unmasked Estep 
Score: -12680548.000000 Penalty: 5766.285156
	Iteration 25Q: 3 clusters Score -1.268055e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 110779 members 
Entering Unmasked Estep 
Score: -12680570.000000 Penalty: 5766.285156
	Iteration 26Q: 3 clusters Score -1.268057e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 110804 members 
Entering Unmasked Estep 
Score: -12680565.000000 Penalty: 5766.285156
	Iteration 27Q: 3 clusters Score -1.268056e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 110815 members 
Entering Unmasked Estep 
Score: -12680583.000000 Penalty: 5766.285156
	Iteration 28Q: 3 clusters Score -1.268058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 110827 members 
Entering Unmasked Estep 
Score: -12680579.000000 Penalty: 5766.285156
	Iteration 29Q: 3 clusters Score -1.268058e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 110840 members 
Entering Unmasked Estep 
Score: -12680592.000000 Penalty: 5766.285156
	Iteration 30Q: 3 clusters Score -1.268059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 110847 members 
Entering Unmasked Estep 
Score: -12680586.000000 Penalty: 5766.285156
	Iteration 31Q: 3 clusters Score -1.268059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 110858 members 
Entering Unmasked Estep 
Score: -12680595.000000 Penalty: 5766.285156
	Iteration 32Q: 3 clusters Score -1.26806e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 110873 members 
Entering Unmasked Estep 
Score: -12680580.000000 Penalty: 5766.285156
	Iteration 33Q: 3 clusters Score -1.268058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 110880 members 
Entering Unmasked Estep 
Score: -12680593.000000 Penalty: 5766.285156
	Iteration 34Q: 3 clusters Score -1.268059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 110885 members 
Entering Unmasked Estep 
Score: -12680598.000000 Penalty: 5766.285156
	Iteration 35Q: 3 clusters Score -1.26806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 110890 members 
Entering Unmasked Estep 
Score: -12680598.000000 Penalty: 5766.285156
	Iteration 36Q: 3 clusters Score -1.26806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 110893 members 
Entering Unmasked Estep 
Score: -12680612.000000 Penalty: 5766.285156
	Iteration 37Q: 3 clusters Score -1.268061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 110899 members 
Entering Unmasked Estep 
Score: -12680612.000000 Penalty: 5766.285156
	Iteration 38Q: 3 clusters Score -1.268061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 110903 members 
Entering Unmasked Estep 
Score: -12680615.000000 Penalty: 5766.285156
	Iteration 39Q: 3 clusters Score -1.268062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 110906 members 
Entering Unmasked Estep 
Score: -12680601.000000 Penalty: 5766.285156
	Iteration 40F: 3 clusters Score -1.26806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 110907 members 
Entering Unmasked Estep 
Score: -12680606.000000 Penalty: 5766.285156
	Iteration 41Q: 3 clusters Score -1.268061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 110908 members 
Entering Unmasked Estep 
Score: -12680605.000000 Penalty: 5766.285156
	Iteration 42Q: 3 clusters Score -1.26806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 110909 members 
Entering Unmasked Estep 
Score: -12680608.000000 Penalty: 5766.285156
	Iteration 43Q: 3 clusters Score -1.268061e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 110909 members 
Entering Unmasked Estep 
Score: -12680608.000000 Penalty: 5766.285156
	Iteration 44F: 3 clusters Score -1.268061e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Entering Unmasked Estep 
Score: -2534323.500000 Penalty: 2485.726562
	Iteration 0F: 2 clusters Score -2534324 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 11271 members 
Entering Unmasked Estep 
Score: -2518551.250000 Penalty: 4971.453125
	Iteration 0F: 3 clusters Score -2518551 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2523800.750000 Penalty: 4971.453125
	Iteration 1F: 3 clusters Score -2523801 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -2524181.000000 Penalty: 4971.453125
	Iteration 2F: 3 clusters Score -2524181 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2524511.750000 Penalty: 4971.453125
	Iteration 3Q: 3 clusters Score -2524512 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2524810.250000 Penalty: 4971.453125
	Iteration 4Q: 3 clusters Score -2524810 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2525086.500000 Penalty: 4971.453125
	Iteration 5Q: 3 clusters Score -2525086 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2525391.500000 Penalty: 4971.453125
	Iteration 6Q: 3 clusters Score -2525392 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2525739.250000 Penalty: 4971.453125
	Iteration 7Q: 3 clusters Score -2525739 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -2526169.250000 Penalty: 4971.453125
	Iteration 8Q: 3 clusters Score -2526169 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2526795.250000 Penalty: 4971.453125
	Iteration 9Q: 3 clusters Score -2526795 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2527588.000000 Penalty: 4971.453125
	Iteration 10F: 3 clusters Score -2527588 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2528562.750000 Penalty: 4971.453125
	Iteration 11F: 3 clusters Score -2528563 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2529573.750000 Penalty: 4971.453125
	Iteration 12F: 3 clusters Score -2529574 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2530434.000000 Penalty: 4971.453125
	Iteration 13Q: 3 clusters Score -2530434 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2531070.250000 Penalty: 4971.453125
	Iteration 14Q: 3 clusters Score -2531070 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2531466.000000 Penalty: 4971.453125
	Iteration 15Q: 3 clusters Score -2531466 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2531718.750000 Penalty: 4971.453125
	Iteration 16Q: 3 clusters Score -2531719 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -2531866.750000 Penalty: 4971.453125
	Iteration 17Q: 3 clusters Score -2531867 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -2531959.250000 Penalty: 4971.453125
	Iteration 18Q: 3 clusters Score -2531959 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2532049.000000 Penalty: 4971.453125
	Iteration 19Q: 3 clusters Score -2532049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2532096.000000 Penalty: 4971.453125
	Iteration 20F: 3 clusters Score -2532096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -2532131.000000 Penalty: 4971.453125
	Iteration 21Q: 3 clusters Score -2532131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2532158.750000 Penalty: 4971.453125
	Iteration 22Q: 3 clusters Score -2532159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2532193.750000 Penalty: 4971.453125
	Iteration 23Q: 3 clusters Score -2532194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2532212.000000 Penalty: 4971.453125
	Iteration 24Q: 3 clusters Score -2532212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -2532222.250000 Penalty: 4971.453125
	Iteration 25Q: 3 clusters Score -2532222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2532224.000000 Penalty: 4971.453125
	Iteration 26Q: 3 clusters Score -2532224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -2532233.250000 Penalty: 4971.453125
	Iteration 27Q: 3 clusters Score -2532233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2532238.500000 Penalty: 4971.453125
	Iteration 28Q: 3 clusters Score -2532238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2532247.000000 Penalty: 4971.453125
	Iteration 29Q: 3 clusters Score -2532247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2532246.250000 Penalty: 4971.453125
	Iteration 30Q: 3 clusters Score -2532246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2532246.000000 Penalty: 4971.453125
	Iteration 31Q: 3 clusters Score -2532246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -2532246.000000 Penalty: 4971.453125
	Iteration 32F: 3 clusters Score -2532246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Entering Unmasked Estep 
Score: -407828.031250 Penalty: 2048.602295
	Iteration 0F: 2 clusters Score -407828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -404067.093750 Penalty: 4097.204590
	Iteration 0F: 3 clusters Score -404067.1 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -404891.812500 Penalty: 4097.204590
	Iteration 1F: 3 clusters Score -404891.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -405117.531250 Penalty: 4097.204590
	Iteration 2F: 3 clusters Score -405117.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -405296.625000 Penalty: 4097.204590
	Iteration 3F: 3 clusters Score -405296.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -405477.312500 Penalty: 4097.204590
	Iteration 4Q: 3 clusters Score -405477.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -405727.312500 Penalty: 4097.204590
	Iteration 5Q: 3 clusters Score -405727.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -406073.218750 Penalty: 4097.204590
	Iteration 6F: 3 clusters Score -406073.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -406351.468750 Penalty: 4097.204590
	Iteration 7F: 3 clusters Score -406351.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -406563.500000 Penalty: 4097.204590
	Iteration 8F: 3 clusters Score -406563.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -406755.218750 Penalty: 4097.204590
	Iteration 9Q: 3 clusters Score -406755.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -406918.468750 Penalty: 4097.204590
	Iteration 10Q: 3 clusters Score -406918.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -407063.375000 Penalty: 4097.204590
	Iteration 11Q: 3 clusters Score -407063.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -407159.937500 Penalty: 4097.204590
	Iteration 12Q: 3 clusters Score -407159.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -407205.843750 Penalty: 4097.204590
	Iteration 13Q: 3 clusters Score -407205.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -407235.093750 Penalty: 4097.204590
	Iteration 14Q: 3 clusters Score -407235.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -407246.656250 Penalty: 4097.204590
	Iteration 15Q: 3 clusters Score -407246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -407247.812500 Penalty: 4097.204590
	Iteration 16Q: 3 clusters Score -407247.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -407249.625000 Penalty: 4097.204590
	Iteration 17Q: 3 clusters Score -407249.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -407249.625000 Penalty: 4097.204590
	Iteration 18F: 3 clusters Score -407249.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Entering Unmasked Estep 
Score: -87178.984375 Penalty: 1712.129272
	Iteration 0F: 2 clusters Score -87178.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -85348.796875 Penalty: 3424.258545
	Iteration 0F: 3 clusters Score -85348.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -86040.328125 Penalty: 3424.258545
	Iteration 1F: 3 clusters Score -86040.33 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -86553.171875 Penalty: 3424.258545
	Iteration 2F: 3 clusters Score -86553.17 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -87087.023438 Penalty: 3424.258545
	Iteration 3F: 3 clusters Score -87087.02 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87428.046875 Penalty: 3424.258545
	Iteration 4F: 3 clusters Score -87428.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87777.390625 Penalty: 3424.258545
	Iteration 5F: 3 clusters Score -87777.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88123.109375 Penalty: 3424.258545
	Iteration 6Q: 3 clusters Score -88123.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88528.648438 Penalty: 3424.258545
	Iteration 7Q: 3 clusters Score -88528.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -88871.203125 Penalty: 3424.258545
	Iteration 8Q: 3 clusters Score -88871.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -89339.687500 Penalty: 3424.258545
	Iteration 9Q: 3 clusters Score -89339.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -89579.531250 Penalty: 3424.258545
	Iteration 10Q: 3 clusters Score -89579.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -89794.046875 Penalty: 3424.258545
	Iteration 11Q: 3 clusters Score -89794.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -89833.828125 Penalty: 3424.258545
	Iteration 12Q: 3 clusters Score -89833.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -89852.460938 Penalty: 3424.258545
	Iteration 13Q: 3 clusters Score -89852.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -89857.789062 Penalty: 3424.258545
	Iteration 14Q: 3 clusters Score -89857.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -89875.367188 Penalty: 3424.258545
	Iteration 15F: 3 clusters Score -89875.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -89894.421875 Penalty: 3424.258545
	Iteration 16Q: 3 clusters Score -89894.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -89907.132812 Penalty: 3424.258545
	Iteration 17Q: 3 clusters Score -89907.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -89909.835938 Penalty: 3424.258545
	Iteration 18Q: 3 clusters Score -89909.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -89909.835938 Penalty: 3424.258545
	Iteration 19F: 3 clusters Score -89909.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 24606 members 
Mstep: Class 4 contains 26061 members 
Mstep: Class 5 contains 23607 members 
Mstep: Class 6 contains 298594 members 
Mstep: Class 7 contains 111924 members 
Mstep: Class 8 contains 22541 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 695 members 
Mstep: Class 11 contains 156159 members 
Mstep: Class 12 contains 42304 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11303 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10375 members 
Mstep: Class 20 contains 53592 members 
Mstep: Class 21 contains 18420 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 447 members 
Entering Unmasked Estep 
Score: -98033504.000000 Penalty: 78209.109375
Splitting cluster 10 changes total score from -98032408.000000 to -98033504.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 11 (156159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156159 members 
Entering Unmasked Estep 
Score: -17344224.000000 Penalty: 2965.740234
	Iteration 0F: 2 clusters Score -1.734422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77928 members 
Mstep: Class 2 contains 78231 members 
Entering Unmasked Estep 
Score: -17239904.000000 Penalty: 5931.480469
	Iteration 0F: 3 clusters Score -1.72399e+07 nChanged 74493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 81410 members 
Entering Unmasked Estep 
Score: -17283158.000000 Penalty: 5931.480469
	Iteration 1F: 3 clusters Score -1.728316e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72679 members 
Mstep: Class 2 contains 83480 members 
Entering Unmasked Estep 
Score: -17284278.000000 Penalty: 5931.480469
	Iteration 2Q: 3 clusters Score -1.728428e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69520 members 
Mstep: Class 2 contains 86639 members 
Entering Unmasked Estep 
Score: -17285854.000000 Penalty: 5931.480469
	Iteration 3Q: 3 clusters Score -1.728585e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 91437 members 
Entering Unmasked Estep 
Score: -17288298.000000 Penalty: 5931.480469
	Iteration 4Q: 3 clusters Score -1.72883e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57983 members 
Mstep: Class 2 contains 98176 members 
Entering Unmasked Estep 
Score: -17292502.000000 Penalty: 5931.480469
	Iteration 5F: 3 clusters Score -1.72925e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 107216 members 
Entering Unmasked Estep 
Score: -17298884.000000 Penalty: 5931.480469
	Iteration 6F: 3 clusters Score -1.729888e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 118212 members 
Entering Unmasked Estep 
Score: -17307872.000000 Penalty: 5931.480469
	Iteration 7F: 3 clusters Score -1.730787e+07 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 129697 members 
Entering Unmasked Estep 
Score: -17318162.000000 Penalty: 5931.480469
	Iteration 8F: 3 clusters Score -1.731816e+07 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 139797 members 
Entering Unmasked Estep 
Score: -17327208.000000 Penalty: 5931.480469
	Iteration 9F: 3 clusters Score -1.732721e+07 nChanged 7670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 147463 members 
Entering Unmasked Estep 
Score: -17334346.000000 Penalty: 5931.480469
	Iteration 10Q: 3 clusters Score -1.733435e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 152127 members 
Entering Unmasked Estep 
Score: -17338532.000000 Penalty: 5931.480469
	Iteration 11Q: 3 clusters Score -1.733853e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 154466 members 
Entering Unmasked Estep 
Score: -17340390.000000 Penalty: 5931.480469
	Iteration 12Q: 3 clusters Score -1.734039e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 155370 members 
Entering Unmasked Estep 
Score: -17341150.000000 Penalty: 5931.480469
	Iteration 13Q: 3 clusters Score -1.734115e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 155675 members 
Entering Unmasked Estep 
Score: -17341410.000000 Penalty: 5931.480469
	Iteration 14Q: 3 clusters Score -1.734141e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 155773 members 
Entering Unmasked Estep 
Score: -17341536.000000 Penalty: 5931.480469
	Iteration 15Q: 3 clusters Score -1.734154e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 155821 members 
Entering Unmasked Estep 
Score: -17341606.000000 Penalty: 5931.480469
	Iteration 16Q: 3 clusters Score -1.734161e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 155839 members 
Entering Unmasked Estep 
Score: -17341652.000000 Penalty: 5931.480469
	Iteration 17Q: 3 clusters Score -1.734165e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 155847 members 
Entering Unmasked Estep 
Score: -17341668.000000 Penalty: 5931.480469
	Iteration 18Q: 3 clusters Score -1.734167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 155853 members 
Entering Unmasked Estep 
Score: -17341704.000000 Penalty: 5931.480469
	Iteration 19Q: 3 clusters Score -1.73417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 155857 members 
Entering Unmasked Estep 
Score: -17341686.000000 Penalty: 5931.480469
	Iteration 20F: 3 clusters Score -1.734169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 155857 members 
Entering Unmasked Estep 
Score: -17341702.000000 Penalty: 5931.480469
	Iteration 21Q: 3 clusters Score -1.73417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 155858 members 
Entering Unmasked Estep 
Score: -17341698.000000 Penalty: 5931.480469
	Iteration 22Q: 3 clusters Score -1.73417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 155861 members 
Entering Unmasked Estep 
Score: -17341702.000000 Penalty: 5931.480469
	Iteration 23Q: 3 clusters Score -1.73417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 155862 members 
Entering Unmasked Estep 
Score: -17341696.000000 Penalty: 5931.480469
	Iteration 24Q: 3 clusters Score -1.73417e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 155862 members 
Entering Unmasked Estep 
Score: -17341696.000000 Penalty: 5931.480469
	Iteration 25F: 3 clusters Score -1.73417e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Entering Unmasked Estep 
Score: -4591455.000000 Penalty: 2641.853760
	Iteration 0F: 2 clusters Score -4591455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -4563010.000000 Penalty: 5283.707520
	Iteration 0F: 3 clusters Score -4563010 nChanged 19316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -4573726.500000 Penalty: 5283.707520
	Iteration 1F: 3 clusters Score -4573726 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -4574302.500000 Penalty: 5283.707520
	Iteration 2Q: 3 clusters Score -4574302 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -4574826.000000 Penalty: 5283.707520
	Iteration 3Q: 3 clusters Score -4574826 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -4575443.500000 Penalty: 5283.707520
	Iteration 4Q: 3 clusters Score -4575444 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -4576206.000000 Penalty: 5283.707520
	Iteration 5Q: 3 clusters Score -4576206 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -4577376.000000 Penalty: 5283.707520
	Iteration 6F: 3 clusters Score -4577376 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -4579185.500000 Penalty: 5283.707520
	Iteration 7F: 3 clusters Score -4579186 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4581654.500000 Penalty: 5283.707520
	Iteration 8F: 3 clusters Score -4581654 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -4584381.000000 Penalty: 5283.707520
	Iteration 9F: 3 clusters Score -4584381 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -4586644.500000 Penalty: 5283.707520
	Iteration 10F: 3 clusters Score -4586644 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -4588027.000000 Penalty: 5283.707520
	Iteration 11Q: 3 clusters Score -4588027 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -4588652.000000 Penalty: 5283.707520
	Iteration 12Q: 3 clusters Score -4588652 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -4588933.000000 Penalty: 5283.707520
	Iteration 13Q: 3 clusters Score -4588933 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -4589051.000000 Penalty: 5283.707520
	Iteration 14Q: 3 clusters Score -4589051 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -4589117.500000 Penalty: 5283.707520
	Iteration 15Q: 3 clusters Score -4589118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -4589152.000000 Penalty: 5283.707520
	Iteration 16Q: 3 clusters Score -4589152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -4589177.000000 Penalty: 5283.707520
	Iteration 17Q: 3 clusters Score -4589177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -4589201.500000 Penalty: 5283.707520
	Iteration 18Q: 3 clusters Score -4589202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -4589210.000000 Penalty: 5283.707520
	Iteration 19Q: 3 clusters Score -4589210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -4589226.500000 Penalty: 5283.707520
	Iteration 20F: 3 clusters Score -4589226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -4589229.000000 Penalty: 5283.707520
	Iteration 21Q: 3 clusters Score -4589229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -4589238.500000 Penalty: 5283.707520
	Iteration 22Q: 3 clusters Score -4589238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -4589244.000000 Penalty: 5283.707520
	Iteration 23Q: 3 clusters Score -4589244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -4589251.000000 Penalty: 5283.707520
	Iteration 24Q: 3 clusters Score -4589251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -4589258.000000 Penalty: 5283.707520
	Iteration 25Q: 3 clusters Score -4589258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -4589259.500000 Penalty: 5283.707520
	Iteration 26Q: 3 clusters Score -4589260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -4589259.000000 Penalty: 5283.707520
	Iteration 27Q: 3 clusters Score -4589259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -4589257.000000 Penalty: 5283.707520
	Iteration 28Q: 3 clusters Score -4589257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -4589257.000000 Penalty: 5283.707520
	Iteration 29F: 3 clusters Score -4589257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -290296.937500 Penalty: 1953.218018
	Iteration 0F: 2 clusters Score -290296.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -287276.968750 Penalty: 3906.436035
	Iteration 0F: 3 clusters Score -287277 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -287884.125000 Penalty: 3906.436035
	Iteration 1F: 3 clusters Score -287884.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -288069.343750 Penalty: 3906.436035
	Iteration 2F: 3 clusters Score -288069.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -288192.093750 Penalty: 3906.436035
	Iteration 3F: 3 clusters Score -288192.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -288304.093750 Penalty: 3906.436035
	Iteration 4Q: 3 clusters Score -288304.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -288381.625000 Penalty: 3906.436035
	Iteration 5Q: 3 clusters Score -288381.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -288445.812500 Penalty: 3906.436035
	Iteration 6Q: 3 clusters Score -288445.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -288503.843750 Penalty: 3906.436035
	Iteration 7Q: 3 clusters Score -288503.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -288549.062500 Penalty: 3906.436035
	Iteration 8Q: 3 clusters Score -288549.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -288587.375000 Penalty: 3906.436035
	Iteration 9Q: 3 clusters Score -288587.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -288625.281250 Penalty: 3906.436035
	Iteration 10Q: 3 clusters Score -288625.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -288659.906250 Penalty: 3906.436035
	Iteration 11Q: 3 clusters Score -288659.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -288686.343750 Penalty: 3906.436035
	Iteration 12Q: 3 clusters Score -288686.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -288725.093750 Penalty: 3906.436035
	Iteration 13Q: 3 clusters Score -288725.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -288773.593750 Penalty: 3906.436035
	Iteration 14Q: 3 clusters Score -288773.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -288808.593750 Penalty: 3906.436035
	Iteration 15Q: 3 clusters Score -288808.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -288837.531250 Penalty: 3906.436035
	Iteration 16Q: 3 clusters Score -288837.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -288866.812500 Penalty: 3906.436035
	Iteration 17Q: 3 clusters Score -288866.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -288901.687500 Penalty: 3906.436035
	Iteration 18Q: 3 clusters Score -288901.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -288945.500000 Penalty: 3906.436035
	Iteration 19Q: 3 clusters Score -288945.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288981.343750 Penalty: 3906.436035
	Iteration 20F: 3 clusters Score -288981.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -289009.468750 Penalty: 3906.436035
	Iteration 21Q: 3 clusters Score -289009.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -289032.906250 Penalty: 3906.436035
	Iteration 22Q: 3 clusters Score -289032.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -289066.718750 Penalty: 3906.436035
	Iteration 23Q: 3 clusters Score -289066.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -289107.000000 Penalty: 3906.436035
	Iteration 24Q: 3 clusters Score -289107 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -289156.406250 Penalty: 3906.436035
	Iteration 25Q: 3 clusters Score -289156.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -289220.156250 Penalty: 3906.436035
	Iteration 26Q: 3 clusters Score -289220.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -289296.531250 Penalty: 3906.436035
	Iteration 27Q: 3 clusters Score -289296.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -289374.687500 Penalty: 3906.436035
	Iteration 28Q: 3 clusters Score -289374.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -289464.593750 Penalty: 3906.436035
	Iteration 29Q: 3 clusters Score -289464.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -289554.031250 Penalty: 3906.436035
	Iteration 30Q: 3 clusters Score -289554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -289654.031250 Penalty: 3906.436035
	Iteration 31Q: 3 clusters Score -289654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -289711.218750 Penalty: 3906.436035
	Iteration 32Q: 3 clusters Score -289711.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -289738.250000 Penalty: 3906.436035
	Iteration 33Q: 3 clusters Score -289738.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -289752.531250 Penalty: 3906.436035
	Iteration 34Q: 3 clusters Score -289752.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -289763.281250 Penalty: 3906.436035
	Iteration 35Q: 3 clusters Score -289763.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -289768.468750 Penalty: 3906.436035
	Iteration 36Q: 3 clusters Score -289768.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -289770.906250 Penalty: 3906.436035
	Iteration 37Q: 3 clusters Score -289770.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -289772.906250 Penalty: 3906.436035
	Iteration 38Q: 3 clusters Score -289772.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -289774.750000 Penalty: 3906.436035
	Iteration 39Q: 3 clusters Score -289774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -289776.593750 Penalty: 3906.436035
	Iteration 40F: 3 clusters Score -289776.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -289779.843750 Penalty: 3906.436035
	Iteration 41Q: 3 clusters Score -289779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -289782.000000 Penalty: 3906.436035
	Iteration 42Q: 3 clusters Score -289782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -289782.531250 Penalty: 3906.436035
	Iteration 43Q: 3 clusters Score -289782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -289782.531250 Penalty: 3906.436035
	Iteration 44F: 3 clusters Score -289782.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Entering Unmasked Estep 
Score: -1249243.250000 Penalty: 2314.540283
	Iteration 0F: 2 clusters Score -1249243 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 5622 members 
Entering Unmasked Estep 
Score: -1240748.375000 Penalty: 4629.080566
	Iteration 0F: 3 clusters Score -1240748 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1243188.375000 Penalty: 4629.080566
	Iteration 1F: 3 clusters Score -1243188 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1243492.000000 Penalty: 4629.080566
	Iteration 2F: 3 clusters Score -1243492 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1243687.250000 Penalty: 4629.080566
	Iteration 3Q: 3 clusters Score -1243687 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1243842.625000 Penalty: 4629.080566
	Iteration 4Q: 3 clusters Score -1243843 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1243977.625000 Penalty: 4629.080566
	Iteration 5Q: 3 clusters Score -1243978 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1244089.625000 Penalty: 4629.080566
	Iteration 6Q: 3 clusters Score -1244090 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1244191.625000 Penalty: 4629.080566
	Iteration 7Q: 3 clusters Score -1244192 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1244291.375000 Penalty: 4629.080566
	Iteration 8Q: 3 clusters Score -1244291 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1244406.750000 Penalty: 4629.080566
	Iteration 9Q: 3 clusters Score -1244407 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1244544.625000 Penalty: 4629.080566
	Iteration 10Q: 3 clusters Score -1244545 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1244696.250000 Penalty: 4629.080566
	Iteration 11Q: 3 clusters Score -1244696 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1244881.625000 Penalty: 4629.080566
	Iteration 12Q: 3 clusters Score -1244882 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1245124.875000 Penalty: 4629.080566
	Iteration 13Q: 3 clusters Score -1245125 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1245507.125000 Penalty: 4629.080566
	Iteration 14Q: 3 clusters Score -1245507 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1245994.500000 Penalty: 4629.080566
	Iteration 15F: 3 clusters Score -1245994 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1246553.875000 Penalty: 4629.080566
	Iteration 16F: 3 clusters Score -1246554 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1247067.750000 Penalty: 4629.080566
	Iteration 17F: 3 clusters Score -1247068 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1247340.625000 Penalty: 4629.080566
	Iteration 18Q: 3 clusters Score -1247341 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1247490.625000 Penalty: 4629.080566
	Iteration 19Q: 3 clusters Score -1247491 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1247556.625000 Penalty: 4629.080566
	Iteration 20F: 3 clusters Score -1247557 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1247589.125000 Penalty: 4629.080566
	Iteration 21Q: 3 clusters Score -1247589 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1247611.750000 Penalty: 4629.080566
	Iteration 22Q: 3 clusters Score -1247612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1247616.250000 Penalty: 4629.080566
	Iteration 23Q: 3 clusters Score -1247616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1247625.875000 Penalty: 4629.080566
	Iteration 24Q: 3 clusters Score -1247626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1247627.375000 Penalty: 4629.080566
	Iteration 25Q: 3 clusters Score -1247627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1247632.250000 Penalty: 4629.080566
	Iteration 26Q: 3 clusters Score -1247632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1247638.125000 Penalty: 4629.080566
	Iteration 27Q: 3 clusters Score -1247638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1247634.875000 Penalty: 4629.080566
	Iteration 28Q: 3 clusters Score -1247635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1247635.500000 Penalty: 4629.080566
	Iteration 29Q: 3 clusters Score -1247636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1247636.625000 Penalty: 4629.080566
	Iteration 30Q: 3 clusters Score -1247637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1247636.000000 Penalty: 4629.080566
	Iteration 31Q: 3 clusters Score -1247636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1247636.000000 Penalty: 4629.080566
	Iteration 32F: 3 clusters Score -1247636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Entering Unmasked Estep 
Score: -134656.781250 Penalty: 1778.951538
	Iteration 0F: 2 clusters Score -134656.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -132522.078125 Penalty: 3557.903076
	Iteration 0F: 3 clusters Score -132522.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -132890.359375 Penalty: 3557.903076
	Iteration 1F: 3 clusters Score -132890.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -133006.531250 Penalty: 3557.903076
	Iteration 2F: 3 clusters Score -133006.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -133059.046875 Penalty: 3557.903076
	Iteration 3Q: 3 clusters Score -133059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -133089.406250 Penalty: 3557.903076
	Iteration 4Q: 3 clusters Score -133089.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -133112.375000 Penalty: 3557.903076
	Iteration 5Q: 3 clusters Score -133112.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133127.437500 Penalty: 3557.903076
	Iteration 6Q: 3 clusters Score -133127.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133135.406250 Penalty: 3557.903076
	Iteration 7Q: 3 clusters Score -133135.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -133146.390625 Penalty: 3557.903076
	Iteration 8Q: 3 clusters Score -133146.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -133156.250000 Penalty: 3557.903076
	Iteration 9Q: 3 clusters Score -133156.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -133162.843750 Penalty: 3557.903076
	Iteration 10Q: 3 clusters Score -133162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -133168.437500 Penalty: 3557.903076
	Iteration 11Q: 3 clusters Score -133168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -133170.703125 Penalty: 3557.903076
	Iteration 12Q: 3 clusters Score -133170.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -133176.875000 Penalty: 3557.903076
	Iteration 13Q: 3 clusters Score -133176.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -133185.546875 Penalty: 3557.903076
	Iteration 14Q: 3 clusters Score -133185.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -133192.015625 Penalty: 3557.903076
	Iteration 15Q: 3 clusters Score -133192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133198.734375 Penalty: 3557.903076
	Iteration 16Q: 3 clusters Score -133198.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -133201.937500 Penalty: 3557.903076
	Iteration 17Q: 3 clusters Score -133201.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -133203.781250 Penalty: 3557.903076
	Iteration 18Q: 3 clusters Score -133203.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -133204.406250 Penalty: 3557.903076
	Iteration 19Q: 3 clusters Score -133204.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -133207.500000 Penalty: 3557.903076
	Iteration 20F: 3 clusters Score -133207.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -133208.296875 Penalty: 3557.903076
	Iteration 21Q: 3 clusters Score -133208.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -133208.296875 Penalty: 3557.903076
	Iteration 22F: 3 clusters Score -133208.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Entering Unmasked Estep 
Score: -466588.718750 Penalty: 2108.767578
	Iteration 0F: 2 clusters Score -466588.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -462189.656250 Penalty: 4217.535156
	Iteration 0F: 3 clusters Score -462189.7 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -463418.093750 Penalty: 4217.535156
	Iteration 1F: 3 clusters Score -463418.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -463905.312500 Penalty: 4217.535156
	Iteration 2F: 3 clusters Score -463905.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -464373.187500 Penalty: 4217.535156
	Iteration 3F: 3 clusters Score -464373.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -464751.281250 Penalty: 4217.535156
	Iteration 4F: 3 clusters Score -464751.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -465055.625000 Penalty: 4217.535156
	Iteration 5F: 3 clusters Score -465055.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -465268.750000 Penalty: 4217.535156
	Iteration 6Q: 3 clusters Score -465268.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -465383.593750 Penalty: 4217.535156
	Iteration 7Q: 3 clusters Score -465383.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -465452.625000 Penalty: 4217.535156
	Iteration 8Q: 3 clusters Score -465452.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -465490.343750 Penalty: 4217.535156
	Iteration 9Q: 3 clusters Score -465490.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -465529.343750 Penalty: 4217.535156
	Iteration 10Q: 3 clusters Score -465529.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -465546.312500 Penalty: 4217.535156
	Iteration 11Q: 3 clusters Score -465546.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -465559.187500 Penalty: 4217.535156
	Iteration 12Q: 3 clusters Score -465559.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -465576.218750 Penalty: 4217.535156
	Iteration 13Q: 3 clusters Score -465576.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -465591.031250 Penalty: 4217.535156
	Iteration 14Q: 3 clusters Score -465591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -465610.812500 Penalty: 4217.535156
	Iteration 15Q: 3 clusters Score -465610.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -465637.875000 Penalty: 4217.535156
	Iteration 16Q: 3 clusters Score -465637.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -465666.593750 Penalty: 4217.535156
	Iteration 17Q: 3 clusters Score -465666.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -465683.875000 Penalty: 4217.535156
	Iteration 18Q: 3 clusters Score -465683.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -465697.812500 Penalty: 4217.535156
	Iteration 19Q: 3 clusters Score -465697.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -465707.031250 Penalty: 4217.535156
	Iteration 20F: 3 clusters Score -465707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -465719.812500 Penalty: 4217.535156
	Iteration 21Q: 3 clusters Score -465719.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -465733.406250 Penalty: 4217.535156
	Iteration 22Q: 3 clusters Score -465733.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -465737.625000 Penalty: 4217.535156
	Iteration 23Q: 3 clusters Score -465737.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -465741.375000 Penalty: 4217.535156
	Iteration 24Q: 3 clusters Score -465741.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -465747.156250 Penalty: 4217.535156
	Iteration 25Q: 3 clusters Score -465747.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -465749.343750 Penalty: 4217.535156
	Iteration 26Q: 3 clusters Score -465749.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -465749.812500 Penalty: 4217.535156
	Iteration 27Q: 3 clusters Score -465749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -465750.906250 Penalty: 4217.535156
	Iteration 28Q: 3 clusters Score -465750.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -465752.875000 Penalty: 4217.535156
	Iteration 29Q: 3 clusters Score -465752.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -465754.437500 Penalty: 4217.535156
	Iteration 30Q: 3 clusters Score -465754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -465755.562500 Penalty: 4217.535156
	Iteration 31Q: 3 clusters Score -465755.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -465758.687500 Penalty: 4217.535156
	Iteration 32Q: 3 clusters Score -465758.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -465760.281250 Penalty: 4217.535156
	Iteration 33Q: 3 clusters Score -465760.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -465763.656250 Penalty: 4217.535156
	Iteration 34Q: 3 clusters Score -465763.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -465766.781250 Penalty: 4217.535156
	Iteration 35Q: 3 clusters Score -465766.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -465767.625000 Penalty: 4217.535156
	Iteration 36Q: 3 clusters Score -465767.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -465769.187500 Penalty: 4217.535156
	Iteration 37Q: 3 clusters Score -465769.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -465771.531250 Penalty: 4217.535156
	Iteration 38Q: 3 clusters Score -465771.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -465775.906250 Penalty: 4217.535156
	Iteration 39Q: 3 clusters Score -465775.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -465776.968750 Penalty: 4217.535156
	Iteration 40F: 3 clusters Score -465777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -465779.062500 Penalty: 4217.535156
	Iteration 41Q: 3 clusters Score -465779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -465779.625000 Penalty: 4217.535156
	Iteration 42Q: 3 clusters Score -465779.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -465781.250000 Penalty: 4217.535156
	Iteration 43Q: 3 clusters Score -465781.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -465784.125000 Penalty: 4217.535156
	Iteration 44Q: 3 clusters Score -465784.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -465785.656250 Penalty: 4217.535156
	Iteration 45Q: 3 clusters Score -465785.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -465786.250000 Penalty: 4217.535156
	Iteration 46Q: 3 clusters Score -465786.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -465788.875000 Penalty: 4217.535156
	Iteration 47Q: 3 clusters Score -465788.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -465789.312500 Penalty: 4217.535156
	Iteration 48Q: 3 clusters Score -465789.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -465789.593750 Penalty: 4217.535156
	Iteration 49Q: 3 clusters Score -465789.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -465789.593750 Penalty: 4217.535156
	Iteration 50F: 3 clusters Score -465789.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -123357.585938 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -123357.6 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 669 members 
Entering Unmasked Estep 
Score: -121225.117188 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -121225.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -121774.085938 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -121774.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -122101.257812 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -122101.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -122257.031250 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -122257 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -122430.437500 Penalty: 3543.234375
	Iteration 4F: 3 clusters Score -122430.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -122624.664062 Penalty: 3543.234375
	Iteration 5F: 3 clusters Score -122624.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -122802.242188 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -122802.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -122936.515625 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -122936.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -123034.539062 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -123034.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -123061.500000 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -123061.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -123075.507812 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -123075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -123078.296875 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -123078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -123080.375000 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -123080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -123082.296875 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -123082.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -123082.296875 Penalty: 3543.234375
	Iteration 14F: 3 clusters Score -123082.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Entering Unmasked Estep 
Score: -1160794.500000 Penalty: 2293.294189
	Iteration 0F: 2 clusters Score -1160794 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 5200 members 
Entering Unmasked Estep 
Score: -1152854.125000 Penalty: 4586.588379
	Iteration 0F: 3 clusters Score -1152854 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1155193.000000 Penalty: 4586.588379
	Iteration 1F: 3 clusters Score -1155193 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1155463.500000 Penalty: 4586.588379
	Iteration 2F: 3 clusters Score -1155464 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1155662.625000 Penalty: 4586.588379
	Iteration 3Q: 3 clusters Score -1155663 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1155796.625000 Penalty: 4586.588379
	Iteration 4Q: 3 clusters Score -1155797 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1155904.375000 Penalty: 4586.588379
	Iteration 5Q: 3 clusters Score -1155904 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1156002.125000 Penalty: 4586.588379
	Iteration 6Q: 3 clusters Score -1156002 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1156098.500000 Penalty: 4586.588379
	Iteration 7Q: 3 clusters Score -1156098 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1156206.375000 Penalty: 4586.588379
	Iteration 8Q: 3 clusters Score -1156206 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1156335.250000 Penalty: 4586.588379
	Iteration 9Q: 3 clusters Score -1156335 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1156508.500000 Penalty: 4586.588379
	Iteration 10Q: 3 clusters Score -1156508 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1156726.250000 Penalty: 4586.588379
	Iteration 11Q: 3 clusters Score -1156726 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1156949.625000 Penalty: 4586.588379
	Iteration 12Q: 3 clusters Score -1156950 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1157196.875000 Penalty: 4586.588379
	Iteration 13Q: 3 clusters Score -1157197 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1157444.875000 Penalty: 4586.588379
	Iteration 14Q: 3 clusters Score -1157445 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1157685.500000 Penalty: 4586.588379
	Iteration 15Q: 3 clusters Score -1157686 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1157928.125000 Penalty: 4586.588379
	Iteration 16Q: 3 clusters Score -1157928 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1158153.000000 Penalty: 4586.588379
	Iteration 17Q: 3 clusters Score -1158153 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1158336.625000 Penalty: 4586.588379
	Iteration 18Q: 3 clusters Score -1158337 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1158516.250000 Penalty: 4586.588379
	Iteration 19Q: 3 clusters Score -1158516 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1158686.500000 Penalty: 4586.588379
	Iteration 20F: 3 clusters Score -1158686 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1158821.875000 Penalty: 4586.588379
	Iteration 21Q: 3 clusters Score -1158822 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1158924.250000 Penalty: 4586.588379
	Iteration 22Q: 3 clusters Score -1158924 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1159003.750000 Penalty: 4586.588379
	Iteration 23Q: 3 clusters Score -1159004 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1159071.250000 Penalty: 4586.588379
	Iteration 24Q: 3 clusters Score -1159071 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1159126.250000 Penalty: 4586.588379
	Iteration 25Q: 3 clusters Score -1159126 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1159168.500000 Penalty: 4586.588379
	Iteration 26Q: 3 clusters Score -1159168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1159195.375000 Penalty: 4586.588379
	Iteration 27Q: 3 clusters Score -1159195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1159223.750000 Penalty: 4586.588379
	Iteration 28Q: 3 clusters Score -1159224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1159245.250000 Penalty: 4586.588379
	Iteration 29Q: 3 clusters Score -1159245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1159264.125000 Penalty: 4586.588379
	Iteration 30Q: 3 clusters Score -1159264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1159278.500000 Penalty: 4586.588379
	Iteration 31Q: 3 clusters Score -1159278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1159286.750000 Penalty: 4586.588379
	Iteration 32Q: 3 clusters Score -1159287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1159292.125000 Penalty: 4586.588379
	Iteration 33Q: 3 clusters Score -1159292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1159299.500000 Penalty: 4586.588379
	Iteration 34Q: 3 clusters Score -1159300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1159300.500000 Penalty: 4586.588379
	Iteration 35Q: 3 clusters Score -1159300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1159305.625000 Penalty: 4586.588379
	Iteration 36Q: 3 clusters Score -1159306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1159307.250000 Penalty: 4586.588379
	Iteration 37Q: 3 clusters Score -1159307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1159307.250000 Penalty: 4586.588379
	Iteration 38F: 3 clusters Score -1159307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Entering Unmasked Estep 
Score: -6050080.500000 Penalty: 2700.510498
	Iteration 0F: 2 clusters Score -6050080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -6014027.500000 Penalty: 5401.020996
	Iteration 0F: 3 clusters Score -6014028 nChanged 24843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -6027817.000000 Penalty: 5401.020996
	Iteration 1F: 3 clusters Score -6027817 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -6028348.000000 Penalty: 5401.020996
	Iteration 2Q: 3 clusters Score -6028348 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -6028935.500000 Penalty: 5401.020996
	Iteration 3Q: 3 clusters Score -6028936 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -6029775.000000 Penalty: 5401.020996
	Iteration 4Q: 3 clusters Score -6029775 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -6031038.500000 Penalty: 5401.020996
	Iteration 5Q: 3 clusters Score -6031038 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -6033154.500000 Penalty: 5401.020996
	Iteration 6F: 3 clusters Score -6033154 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -6036368.500000 Penalty: 5401.020996
	Iteration 7F: 3 clusters Score -6036368 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -6040304.000000 Penalty: 5401.020996
	Iteration 8F: 3 clusters Score -6040304 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -6043675.000000 Penalty: 5401.020996
	Iteration 9F: 3 clusters Score -6043675 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -6045792.000000 Penalty: 5401.020996
	Iteration 10Q: 3 clusters Score -6045792 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -6046893.500000 Penalty: 5401.020996
	Iteration 11Q: 3 clusters Score -6046894 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -6047390.000000 Penalty: 5401.020996
	Iteration 12Q: 3 clusters Score -6047390 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -6047582.000000 Penalty: 5401.020996
	Iteration 13Q: 3 clusters Score -6047582 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -6047661.500000 Penalty: 5401.020996
	Iteration 14Q: 3 clusters Score -6047662 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -6047728.000000 Penalty: 5401.020996
	Iteration 15Q: 3 clusters Score -6047728 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 52958 members 
Entering Unmasked Estep 
Score: -6047771.000000 Penalty: 5401.020996
	Iteration 16Q: 3 clusters Score -6047771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 52981 members 
Entering Unmasked Estep 
Score: -6047789.500000 Penalty: 5401.020996
	Iteration 17Q: 3 clusters Score -6047790 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -6047801.000000 Penalty: 5401.020996
	Iteration 18Q: 3 clusters Score -6047801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -6047811.000000 Penalty: 5401.020996
	Iteration 19Q: 3 clusters Score -6047811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -6047825.000000 Penalty: 5401.020996
	Iteration 20F: 3 clusters Score -6047825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -6047829.500000 Penalty: 5401.020996
	Iteration 21Q: 3 clusters Score -6047830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -6047834.500000 Penalty: 5401.020996
	Iteration 22Q: 3 clusters Score -6047834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -6047844.500000 Penalty: 5401.020996
	Iteration 23Q: 3 clusters Score -6047844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 53027 members 
Entering Unmasked Estep 
Score: -6047843.000000 Penalty: 5401.020996
	Iteration 24Q: 3 clusters Score -6047843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -6047842.000000 Penalty: 5401.020996
	Iteration 25Q: 3 clusters Score -6047842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -6047849.500000 Penalty: 5401.020996
	Iteration 26Q: 3 clusters Score -6047850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -6047845.000000 Penalty: 5401.020996
	Iteration 27Q: 3 clusters Score -6047845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -6047844.000000 Penalty: 5401.020996
	Iteration 28Q: 3 clusters Score -6047844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -6047842.500000 Penalty: 5401.020996
	Iteration 29Q: 3 clusters Score -6047842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -6047842.000000 Penalty: 5401.020996
	Iteration 30Q: 3 clusters Score -6047842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 53036 members 
Entering Unmasked Estep 
Score: -6047843.000000 Penalty: 5401.020996
	Iteration 31Q: 3 clusters Score -6047843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -6047846.000000 Penalty: 5401.020996
	Iteration 32Q: 3 clusters Score -6047846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -6047846.000000 Penalty: 5401.020996
	Iteration 33F: 3 clusters Score -6047846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Entering Unmasked Estep 
Score: -2098512.250000 Penalty: 2435.655762
	Iteration 0F: 2 clusters Score -2098512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2085466.625000 Penalty: 4871.311523
	Iteration 0F: 3 clusters Score -2085467 nChanged 8035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2089747.875000 Penalty: 4871.311523
	Iteration 1F: 3 clusters Score -2089748 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2090083.375000 Penalty: 4871.311523
	Iteration 2F: 3 clusters Score -2090083 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2090331.875000 Penalty: 4871.311523
	Iteration 3Q: 3 clusters Score -2090332 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2090534.375000 Penalty: 4871.311523
	Iteration 4Q: 3 clusters Score -2090534 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2090743.500000 Penalty: 4871.311523
	Iteration 5Q: 3 clusters Score -2090744 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2090943.875000 Penalty: 4871.311523
	Iteration 6Q: 3 clusters Score -2090944 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2091166.250000 Penalty: 4871.311523
	Iteration 7Q: 3 clusters Score -2091166 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2091460.250000 Penalty: 4871.311523
	Iteration 8Q: 3 clusters Score -2091460 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2091945.875000 Penalty: 4871.311523
	Iteration 9Q: 3 clusters Score -2091946 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2092583.250000 Penalty: 4871.311523
	Iteration 10F: 3 clusters Score -2092583 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2093414.875000 Penalty: 4871.311523
	Iteration 11F: 3 clusters Score -2093415 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2094316.375000 Penalty: 4871.311523
	Iteration 12F: 3 clusters Score -2094316 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2095074.000000 Penalty: 4871.311523
	Iteration 13Q: 3 clusters Score -2095074 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2095615.000000 Penalty: 4871.311523
	Iteration 14Q: 3 clusters Score -2095615 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2095950.000000 Penalty: 4871.311523
	Iteration 15Q: 3 clusters Score -2095950 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2096155.375000 Penalty: 4871.311523
	Iteration 16Q: 3 clusters Score -2096155 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2096296.250000 Penalty: 4871.311523
	Iteration 17Q: 3 clusters Score -2096296 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2096355.250000 Penalty: 4871.311523
	Iteration 18Q: 3 clusters Score -2096355 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2096405.000000 Penalty: 4871.311523
	Iteration 19Q: 3 clusters Score -2096405 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2096440.500000 Penalty: 4871.311523
	Iteration 20F: 3 clusters Score -2096440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2096455.250000 Penalty: 4871.311523
	Iteration 21Q: 3 clusters Score -2096455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2096470.625000 Penalty: 4871.311523
	Iteration 22Q: 3 clusters Score -2096471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2096485.250000 Penalty: 4871.311523
	Iteration 23Q: 3 clusters Score -2096485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2096503.000000 Penalty: 4871.311523
	Iteration 24Q: 3 clusters Score -2096503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2096513.000000 Penalty: 4871.311523
	Iteration 25Q: 3 clusters Score -2096513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2096527.875000 Penalty: 4871.311523
	Iteration 26Q: 3 clusters Score -2096528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2096535.500000 Penalty: 4871.311523
	Iteration 27Q: 3 clusters Score -2096536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2096541.500000 Penalty: 4871.311523
	Iteration 28Q: 3 clusters Score -2096542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2096540.250000 Penalty: 4871.311523
	Iteration 29Q: 3 clusters Score -2096540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2096547.000000 Penalty: 4871.311523
	Iteration 30Q: 3 clusters Score -2096547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2096549.000000 Penalty: 4871.311523
	Iteration 31Q: 3 clusters Score -2096549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2096554.125000 Penalty: 4871.311523
	Iteration 32Q: 3 clusters Score -2096554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2096556.875000 Penalty: 4871.311523
	Iteration 33Q: 3 clusters Score -2096557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2096557.500000 Penalty: 4871.311523
	Iteration 34Q: 3 clusters Score -2096558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2096559.500000 Penalty: 4871.311523
	Iteration 35Q: 3 clusters Score -2096560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2096559.875000 Penalty: 4871.311523
	Iteration 36Q: 3 clusters Score -2096560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2096561.000000 Penalty: 4871.311523
	Iteration 37Q: 3 clusters Score -2096561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2096562.875000 Penalty: 4871.311523
	Iteration 38Q: 3 clusters Score -2096563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2096561.375000 Penalty: 4871.311523
	Iteration 39Q: 3 clusters Score -2096561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2096562.125000 Penalty: 4871.311523
	Iteration 40F: 3 clusters Score -2096562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2096562.250000 Penalty: 4871.311523
	Iteration 41Q: 3 clusters Score -2096562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2096562.125000 Penalty: 4871.311523
	Iteration 42Q: 3 clusters Score -2096562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2096562.375000 Penalty: 4871.311523
	Iteration 43Q: 3 clusters Score -2096562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2096562.375000 Penalty: 4871.311523
	Iteration 44F: 3 clusters Score -2096562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Entering Unmasked Estep 
Score: -379464.906250 Penalty: 2040.322754
	Iteration 0F: 2 clusters Score -379464.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -375748.031250 Penalty: 4080.645508
	Iteration 0F: 3 clusters Score -375748 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -376535.375000 Penalty: 4080.645508
	Iteration 1F: 3 clusters Score -376535.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -376723.875000 Penalty: 4080.645508
	Iteration 2F: 3 clusters Score -376723.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -376836.812500 Penalty: 4080.645508
	Iteration 3Q: 3 clusters Score -376836.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -376919.625000 Penalty: 4080.645508
	Iteration 4Q: 3 clusters Score -376919.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -376985.343750 Penalty: 4080.645508
	Iteration 5Q: 3 clusters Score -376985.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -377062.468750 Penalty: 4080.645508
	Iteration 6Q: 3 clusters Score -377062.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -377131.531250 Penalty: 4080.645508
	Iteration 7Q: 3 clusters Score -377131.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -377181.312500 Penalty: 4080.645508
	Iteration 8Q: 3 clusters Score -377181.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -377227.125000 Penalty: 4080.645508
	Iteration 9Q: 3 clusters Score -377227.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -377272.312500 Penalty: 4080.645508
	Iteration 10Q: 3 clusters Score -377272.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -377307.656250 Penalty: 4080.645508
	Iteration 11Q: 3 clusters Score -377307.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -377347.031250 Penalty: 4080.645508
	Iteration 12Q: 3 clusters Score -377347 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -377385.187500 Penalty: 4080.645508
	Iteration 13Q: 3 clusters Score -377385.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -377407.125000 Penalty: 4080.645508
	Iteration 14Q: 3 clusters Score -377407.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -377426.781250 Penalty: 4080.645508
	Iteration 15Q: 3 clusters Score -377426.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -377445.312500 Penalty: 4080.645508
	Iteration 16Q: 3 clusters Score -377445.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -377457.718750 Penalty: 4080.645508
	Iteration 17Q: 3 clusters Score -377457.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -377471.843750 Penalty: 4080.645508
	Iteration 18Q: 3 clusters Score -377471.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -377485.406250 Penalty: 4080.645508
	Iteration 19Q: 3 clusters Score -377485.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -377492.843750 Penalty: 4080.645508
	Iteration 20F: 3 clusters Score -377492.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -377498.812500 Penalty: 4080.645508
	Iteration 21Q: 3 clusters Score -377498.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -377506.312500 Penalty: 4080.645508
	Iteration 22Q: 3 clusters Score -377506.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -377512.937500 Penalty: 4080.645508
	Iteration 23Q: 3 clusters Score -377512.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -377519.843750 Penalty: 4080.645508
	Iteration 24Q: 3 clusters Score -377519.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -377525.812500 Penalty: 4080.645508
	Iteration 25Q: 3 clusters Score -377525.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -377529.312500 Penalty: 4080.645508
	Iteration 26Q: 3 clusters Score -377529.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -377530.843750 Penalty: 4080.645508
	Iteration 27Q: 3 clusters Score -377530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -377532.937500 Penalty: 4080.645508
	Iteration 28Q: 3 clusters Score -377532.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -377534.250000 Penalty: 4080.645508
	Iteration 29Q: 3 clusters Score -377534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -377536.718750 Penalty: 4080.645508
	Iteration 30Q: 3 clusters Score -377536.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -377537.781250 Penalty: 4080.645508
	Iteration 31Q: 3 clusters Score -377537.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -377538.750000 Penalty: 4080.645508
	Iteration 32Q: 3 clusters Score -377538.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -377539.468750 Penalty: 4080.645508
	Iteration 33Q: 3 clusters Score -377539.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -377539.750000 Penalty: 4080.645508
	Iteration 34Q: 3 clusters Score -377539.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -377539.750000 Penalty: 4080.645508
	Iteration 35F: 3 clusters Score -377539.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -40712.300781 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -40712.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39339.812500 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -39339.81 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39622.285156 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -39622.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -39844.414062 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -39844.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40071.890625 Penalty: 3026.869141
	Iteration 3F: 3 clusters Score -40071.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40260.957031 Penalty: 3026.869141
	Iteration 4F: 3 clusters Score -40260.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40376.257812 Penalty: 3026.869141
	Iteration 5F: 3 clusters Score -40376.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40405.714844 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -40405.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40417.085938 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -40417.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40424.539062 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -40424.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -40437.027344 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -40437.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40440.421875 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -40440.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40444.796875 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -40444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40452.468750 Penalty: 3026.869141
	Iteration 12Q: 3 clusters Score -40452.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40452.468750 Penalty: 3026.869141
	Iteration 13F: 3 clusters Score -40452.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 24606 members 
Mstep: Class 4 contains 26061 members 
Mstep: Class 5 contains 23607 members 
Mstep: Class 6 contains 298594 members 
Mstep: Class 7 contains 111924 members 
Mstep: Class 8 contains 22541 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 695 members 
Mstep: Class 11 contains 156159 members 
Mstep: Class 12 contains 42304 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11303 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 10375 members 
Mstep: Class 20 contains 53592 members 
Mstep: Class 21 contains 18420 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98033560.000000 Penalty: 78209.109375
Iteration 119Q: 24 clusters Score -9.803356e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 24598 members 
Mstep: Class 4 contains 26058 members 
Mstep: Class 5 contains 23609 members 
Mstep: Class 6 contains 298492 members 
Mstep: Class 7 contains 111926 members 
Mstep: Class 8 contains 22532 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 11 contains 156301 members 
Mstep: Class 12 contains 42300 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 17 contains 301 members 
Mstep: Class 18 contains 1246 members 
Mstep: Class 19 contains 10374 members 
Mstep: Class 20 contains 53572 members 
Mstep: Class 21 contains 18412 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98034056.000000 Penalty: 78209.109375
Iteration 120F: 24 clusters Score -9.803406e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 1537 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 24596 members 
Mstep: Class 4 contains 26060 members 
Mstep: Class 5 contains 23610 members 
Mstep: Class 6 contains 298375 members 
Mstep: Class 7 contains 111927 members 
Mstep: Class 8 contains 22528 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 724 members 
Mstep: Class 11 contains 156426 members 
Mstep: Class 12 contains 42305 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11304 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 17 contains 368 members 
Mstep: Class 18 contains 1238 members 
Mstep: Class 19 contains 10375 members 
Mstep: Class 20 contains 53554 members 
Mstep: Class 21 contains 18414 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98043584.000000 Penalty: 78209.109375
Iteration 121Q: 24 clusters Score -9.804358e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 24599 members 
Mstep: Class 4 contains 26055 members 
Mstep: Class 5 contains 23608 members 
Mstep: Class 6 contains 298284 members 
Mstep: Class 7 contains 111918 members 
Mstep: Class 8 contains 22525 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 733 members 
Mstep: Class 11 contains 156531 members 
Mstep: Class 12 contains 42310 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11306 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 17 contains 419 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 10377 members 
Mstep: Class 20 contains 53540 members 
Mstep: Class 21 contains 18417 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98043936.000000 Penalty: 78209.109375
Iteration 122Q: 24 clusters Score -9.804394e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 24603 members 
Mstep: Class 4 contains 26049 members 
Mstep: Class 5 contains 23612 members 
Mstep: Class 6 contains 298215 members 
Mstep: Class 7 contains 111908 members 
Mstep: Class 8 contains 22524 members 
Mstep: Class 9 contains 3868 members 
Mstep: Class 10 contains 736 members 
Mstep: Class 11 contains 156616 members 
Mstep: Class 12 contains 42317 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11309 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 17 contains 416 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 10378 members 
Mstep: Class 20 contains 53520 members 
Mstep: Class 21 contains 18416 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98043968.000000 Penalty: 78209.109375
Iteration 123Q: 24 clusters Score -9.804397e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77783 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 24611 members 
Mstep: Class 4 contains 26053 members 
Mstep: Class 5 contains 23616 members 
Mstep: Class 6 contains 298163 members 
Mstep: Class 7 contains 111898 members 
Mstep: Class 8 contains 22522 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 737 members 
Mstep: Class 11 contains 156706 members 
Mstep: Class 12 contains 42323 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11311 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4930 members 
Mstep: Class 17 contains 415 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 10379 members 
Mstep: Class 20 contains 53485 members 
Mstep: Class 21 contains 18416 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98043976.000000 Penalty: 78209.109375
Iteration 124Q: 24 clusters Score -9.804398e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 24613 members 
Mstep: Class 4 contains 26053 members 
Mstep: Class 5 contains 23619 members 
Mstep: Class 6 contains 298123 members 
Mstep: Class 7 contains 111899 members 
Mstep: Class 8 contains 22513 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 740 members 
Mstep: Class 11 contains 156776 members 
Mstep: Class 12 contains 42320 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11310 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 412 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 10381 members 
Mstep: Class 20 contains 53463 members 
Mstep: Class 21 contains 18419 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98043936.000000 Penalty: 78209.109375
Iteration 125Q: 24 clusters Score -9.804394e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77770 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 24610 members 
Mstep: Class 4 contains 26051 members 
Mstep: Class 5 contains 23620 members 
Mstep: Class 6 contains 298115 members 
Mstep: Class 7 contains 111900 members 
Mstep: Class 8 contains 22504 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 741 members 
Mstep: Class 11 contains 156823 members 
Mstep: Class 12 contains 42321 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11311 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 411 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 10382 members 
Mstep: Class 20 contains 53443 members 
Mstep: Class 21 contains 18417 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98044000.000000 Penalty: 78209.109375
Iteration 126Q: 24 clusters Score -9.8044e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 24610 members 
Mstep: Class 4 contains 26050 members 
Mstep: Class 5 contains 23621 members 
Mstep: Class 6 contains 298129 members 
Mstep: Class 7 contains 111895 members 
Mstep: Class 8 contains 22504 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 743 members 
Mstep: Class 11 contains 156841 members 
Mstep: Class 12 contains 42319 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11308 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53426 members 
Mstep: Class 21 contains 18414 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98043944.000000 Penalty: 78209.109375
Iteration 127Q: 24 clusters Score -9.804394e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77762 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 24610 members 
Mstep: Class 4 contains 26050 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298149 members 
Mstep: Class 7 contains 111896 members 
Mstep: Class 8 contains 22500 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 156856 members 
Mstep: Class 12 contains 42319 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10387 members 
Mstep: Class 20 contains 53399 members 
Mstep: Class 21 contains 18412 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98043984.000000 Penalty: 78209.109375
Iteration 128Q: 24 clusters Score -9.804398e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77766 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 24609 members 
Mstep: Class 4 contains 26051 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298163 members 
Mstep: Class 7 contains 111888 members 
Mstep: Class 8 contains 22498 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 745 members 
Mstep: Class 11 contains 156868 members 
Mstep: Class 12 contains 42320 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53371 members 
Mstep: Class 21 contains 18418 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98044072.000000 Penalty: 78209.109375
Iteration 129Q: 24 clusters Score -9.804407e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77767 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 24608 members 
Mstep: Class 4 contains 26054 members 
Mstep: Class 5 contains 23624 members 
Mstep: Class 6 contains 298162 members 
Mstep: Class 7 contains 111892 members 
Mstep: Class 8 contains 22489 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156887 members 
Mstep: Class 12 contains 42325 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11303 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10389 members 
Mstep: Class 20 contains 53351 members 
Mstep: Class 21 contains 18417 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98043944.000000 Penalty: 78209.109375
Iteration 130Q: 24 clusters Score -9.804394e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77765 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 24603 members 
Mstep: Class 4 contains 26050 members 
Mstep: Class 5 contains 23626 members 
Mstep: Class 6 contains 298165 members 
Mstep: Class 7 contains 111901 members 
Mstep: Class 8 contains 22482 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156914 members 
Mstep: Class 12 contains 42330 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11304 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10389 members 
Mstep: Class 20 contains 53324 members 
Mstep: Class 21 contains 18415 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98044048.000000 Penalty: 78209.109375
Iteration 131Q: 24 clusters Score -9.804405e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77759 members 
Mstep: Class 2 contains 2957 members 
Mstep: Class 3 contains 24591 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 23628 members 
Mstep: Class 6 contains 298181 members 
Mstep: Class 7 contains 111903 members 
Mstep: Class 8 contains 22478 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156933 members 
Mstep: Class 12 contains 42329 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10389 members 
Mstep: Class 20 contains 53303 members 
Mstep: Class 21 contains 18417 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98044064.000000 Penalty: 78209.109375
Iteration 132Q: 24 clusters Score -9.804406e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 2956 members 
Mstep: Class 3 contains 24587 members 
Mstep: Class 4 contains 26051 members 
Mstep: Class 5 contains 23631 members 
Mstep: Class 6 contains 298186 members 
Mstep: Class 7 contains 111908 members 
Mstep: Class 8 contains 22473 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156947 members 
Mstep: Class 12 contains 42326 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11304 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10389 members 
Mstep: Class 20 contains 53289 members 
Mstep: Class 21 contains 18417 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98043984.000000 Penalty: 78209.109375
Iteration 133Q: 24 clusters Score -9.804398e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77769 members 
Mstep: Class 2 contains 2954 members 
Mstep: Class 3 contains 24589 members 
Mstep: Class 4 contains 26053 members 
Mstep: Class 5 contains 23636 members 
Mstep: Class 6 contains 298185 members 
Mstep: Class 7 contains 111909 members 
Mstep: Class 8 contains 22469 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156943 members 
Mstep: Class 12 contains 42326 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11301 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10389 members 
Mstep: Class 20 contains 53285 members 
Mstep: Class 21 contains 18416 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98043872.000000 Penalty: 78209.109375
Iteration 134Q: 24 clusters Score -9.804387e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77770 members 
Mstep: Class 2 contains 2951 members 
Mstep: Class 3 contains 24596 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 23635 members 
Mstep: Class 6 contains 298174 members 
Mstep: Class 7 contains 111910 members 
Mstep: Class 8 contains 22470 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156957 members 
Mstep: Class 12 contains 42331 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11300 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10389 members 
Mstep: Class 20 contains 53273 members 
Mstep: Class 21 contains 18416 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98043936.000000 Penalty: 78209.109375
Iteration 135Q: 24 clusters Score -9.804394e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 2950 members 
Mstep: Class 3 contains 24594 members 
Mstep: Class 4 contains 26055 members 
Mstep: Class 5 contains 23634 members 
Mstep: Class 6 contains 298177 members 
Mstep: Class 7 contains 111914 members 
Mstep: Class 8 contains 22466 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156961 members 
Mstep: Class 12 contains 42330 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11294 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10391 members 
Mstep: Class 20 contains 53264 members 
Mstep: Class 21 contains 18418 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98044000.000000 Penalty: 78209.109375
Iteration 136Q: 24 clusters Score -9.8044e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77774 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 24594 members 
Mstep: Class 4 contains 26056 members 
Mstep: Class 5 contains 23633 members 
Mstep: Class 6 contains 298171 members 
Mstep: Class 7 contains 111914 members 
Mstep: Class 8 contains 22463 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156981 members 
Mstep: Class 12 contains 42332 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10391 members 
Mstep: Class 20 contains 53261 members 
Mstep: Class 21 contains 18417 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98044064.000000 Penalty: 78209.109375
Iteration 137Q: 24 clusters Score -9.804406e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77768 members 
Mstep: Class 2 contains 2948 members 
Mstep: Class 3 contains 24594 members 
Mstep: Class 4 contains 26055 members 
Mstep: Class 5 contains 23632 members 
Mstep: Class 6 contains 298161 members 
Mstep: Class 7 contains 111918 members 
Mstep: Class 8 contains 22461 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156992 members 
Mstep: Class 12 contains 42331 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10391 members 
Mstep: Class 20 contains 53259 members 
Mstep: Class 21 contains 18422 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98044232.000000 Penalty: 78209.109375
Iteration 138Q: 24 clusters Score -9.804423e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 2947 members 
Mstep: Class 3 contains 24591 members 
Mstep: Class 4 contains 26057 members 
Mstep: Class 5 contains 23632 members 
Mstep: Class 6 contains 298146 members 
Mstep: Class 7 contains 111917 members 
Mstep: Class 8 contains 22459 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 157009 members 
Mstep: Class 12 contains 42333 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11288 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10391 members 
Mstep: Class 20 contains 53253 members 
Mstep: Class 21 contains 18423 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98044152.000000 Penalty: 78209.109375
Iteration 139Q: 24 clusters Score -9.804415e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 1479 members 
Mstep: Class 1 contains 77778 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 24592 members 
Mstep: Class 4 contains 26059 members 
Mstep: Class 5 contains 23632 members 
Mstep: Class 6 contains 298142 members 
Mstep: Class 7 contains 111915 members 
Mstep: Class 8 contains 22456 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 157027 members 
Mstep: Class 12 contains 42333 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11286 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10391 members 
Mstep: Class 20 contains 53243 members 
Mstep: Class 21 contains 18423 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98115360.000000 Penalty: 78209.109375
Iteration 140F: 24 clusters Score -9.811536e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 77780 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 24594 members 
Mstep: Class 4 contains 26058 members 
Mstep: Class 5 contains 23632 members 
Mstep: Class 6 contains 298133 members 
Mstep: Class 7 contains 111920 members 
Mstep: Class 8 contains 22456 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 157029 members 
Mstep: Class 12 contains 42337 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11286 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1420 members 
Mstep: Class 18 contains 1234 members 
Mstep: Class 19 contains 10391 members 
Mstep: Class 20 contains 53232 members 
Mstep: Class 21 contains 18429 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131512.000000 Penalty: 78209.109375
Iteration 141Q: 24 clusters Score -9.813151e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 464 members 
Mstep: Class 1 contains 77784 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 24595 members 
Mstep: Class 4 contains 26056 members 
Mstep: Class 5 contains 23629 members 
Mstep: Class 6 contains 298148 members 
Mstep: Class 7 contains 111916 members 
Mstep: Class 8 contains 22459 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 157028 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10390 members 
Mstep: Class 20 contains 53221 members 
Mstep: Class 21 contains 18425 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131616.000000 Penalty: 78209.109375
Iteration 142Q: 24 clusters Score -9.813162e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 24594 members 
Mstep: Class 4 contains 26056 members 
Mstep: Class 5 contains 23627 members 
Mstep: Class 6 contains 298166 members 
Mstep: Class 7 contains 111909 members 
Mstep: Class 8 contains 22457 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 157040 members 
Mstep: Class 12 contains 42336 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10387 members 
Mstep: Class 20 contains 53212 members 
Mstep: Class 21 contains 18423 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131744.000000 Penalty: 78209.109375
Iteration 143Q: 24 clusters Score -9.813174e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 24592 members 
Mstep: Class 4 contains 26058 members 
Mstep: Class 5 contains 23626 members 
Mstep: Class 6 contains 298165 members 
Mstep: Class 7 contains 111906 members 
Mstep: Class 8 contains 22457 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 157037 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10387 members 
Mstep: Class 20 contains 53212 members 
Mstep: Class 21 contains 18423 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131720.000000 Penalty: 78209.109375
Iteration 144Q: 24 clusters Score -9.813172e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 24587 members 
Mstep: Class 4 contains 26058 members 
Mstep: Class 5 contains 23625 members 
Mstep: Class 6 contains 298200 members 
Mstep: Class 7 contains 111902 members 
Mstep: Class 8 contains 22455 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 157017 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11283 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53202 members 
Mstep: Class 21 contains 18422 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131720.000000 Penalty: 78209.109375
Iteration 145Q: 24 clusters Score -9.813172e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 24582 members 
Mstep: Class 4 contains 26059 members 
Mstep: Class 5 contains 23625 members 
Mstep: Class 6 contains 298234 members 
Mstep: Class 7 contains 111903 members 
Mstep: Class 8 contains 22455 members 
Mstep: Class 9 contains 3866 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156996 members 
Mstep: Class 12 contains 42341 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11283 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10387 members 
Mstep: Class 20 contains 53191 members 
Mstep: Class 21 contains 18419 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131736.000000 Penalty: 78209.109375
Iteration 146Q: 24 clusters Score -9.813174e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 24576 members 
Mstep: Class 4 contains 26058 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298254 members 
Mstep: Class 7 contains 111904 members 
Mstep: Class 8 contains 22452 members 
Mstep: Class 9 contains 3865 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 157002 members 
Mstep: Class 12 contains 42341 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11283 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53180 members 
Mstep: Class 21 contains 18419 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131704.000000 Penalty: 78209.109375
Iteration 147Q: 24 clusters Score -9.81317e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 24569 members 
Mstep: Class 4 contains 26056 members 
Mstep: Class 5 contains 23625 members 
Mstep: Class 6 contains 298284 members 
Mstep: Class 7 contains 111906 members 
Mstep: Class 8 contains 22445 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 157001 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11283 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10387 members 
Mstep: Class 20 contains 53169 members 
Mstep: Class 21 contains 18419 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131672.000000 Penalty: 78209.109375
Iteration 148Q: 24 clusters Score -9.813167e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77795 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 24562 members 
Mstep: Class 4 contains 26055 members 
Mstep: Class 5 contains 23628 members 
Mstep: Class 6 contains 298309 members 
Mstep: Class 7 contains 111902 members 
Mstep: Class 8 contains 22445 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156994 members 
Mstep: Class 12 contains 42341 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11282 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10386 members 
Mstep: Class 20 contains 53160 members 
Mstep: Class 21 contains 18418 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131704.000000 Penalty: 78209.109375
Iteration 149Q: 24 clusters Score -9.81317e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 24562 members 
Mstep: Class 4 contains 26054 members 
Mstep: Class 5 contains 23628 members 
Mstep: Class 6 contains 298346 members 
Mstep: Class 7 contains 111899 members 
Mstep: Class 8 contains 22443 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156972 members 
Mstep: Class 12 contains 42341 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11284 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10386 members 
Mstep: Class 20 contains 53147 members 
Mstep: Class 21 contains 18418 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131728.000000 Penalty: 78209.109375
Iteration 150Q: 24 clusters Score -9.813173e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 24559 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 23628 members 
Mstep: Class 6 contains 298373 members 
Mstep: Class 7 contains 111899 members 
Mstep: Class 8 contains 22441 members 
Mstep: Class 9 contains 3863 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156963 members 
Mstep: Class 12 contains 42342 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11286 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10387 members 
Mstep: Class 20 contains 53138 members 
Mstep: Class 21 contains 18416 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131664.000000 Penalty: 78209.109375
Iteration 151Q: 24 clusters Score -9.813166e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 2945 members 
Mstep: Class 3 contains 24559 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 23629 members 
Mstep: Class 6 contains 298380 members 
Mstep: Class 7 contains 111897 members 
Mstep: Class 8 contains 22439 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156963 members 
Mstep: Class 12 contains 42345 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11289 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10386 members 
Mstep: Class 20 contains 53131 members 
Mstep: Class 21 contains 18415 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131616.000000 Penalty: 78209.109375
Iteration 152Q: 24 clusters Score -9.813162e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 2944 members 
Mstep: Class 3 contains 24558 members 
Mstep: Class 4 contains 26052 members 
Mstep: Class 5 contains 23630 members 
Mstep: Class 6 contains 298394 members 
Mstep: Class 7 contains 111898 members 
Mstep: Class 8 contains 22439 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156956 members 
Mstep: Class 12 contains 42347 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10386 members 
Mstep: Class 20 contains 53117 members 
Mstep: Class 21 contains 18415 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131688.000000 Penalty: 78209.109375
Iteration 153Q: 24 clusters Score -9.813169e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77797 members 
Mstep: Class 2 contains 2943 members 
Mstep: Class 3 contains 24559 members 
Mstep: Class 4 contains 26054 members 
Mstep: Class 5 contains 23630 members 
Mstep: Class 6 contains 298413 members 
Mstep: Class 7 contains 111896 members 
Mstep: Class 8 contains 22438 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156958 members 
Mstep: Class 12 contains 42349 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11288 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10386 members 
Mstep: Class 20 contains 53100 members 
Mstep: Class 21 contains 18413 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131672.000000 Penalty: 78209.109375
Iteration 154Q: 24 clusters Score -9.813167e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 2941 members 
Mstep: Class 3 contains 24558 members 
Mstep: Class 4 contains 26055 members 
Mstep: Class 5 contains 23629 members 
Mstep: Class 6 contains 298426 members 
Mstep: Class 7 contains 111895 members 
Mstep: Class 8 contains 22434 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156962 members 
Mstep: Class 12 contains 42347 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11287 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10386 members 
Mstep: Class 20 contains 53089 members 
Mstep: Class 21 contains 18412 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131648.000000 Penalty: 78209.109375
Iteration 155Q: 24 clusters Score -9.813165e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 24556 members 
Mstep: Class 4 contains 26055 members 
Mstep: Class 5 contains 23628 members 
Mstep: Class 6 contains 298445 members 
Mstep: Class 7 contains 111894 members 
Mstep: Class 8 contains 22433 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156957 members 
Mstep: Class 12 contains 42344 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11288 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10386 members 
Mstep: Class 20 contains 53082 members 
Mstep: Class 21 contains 18411 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131656.000000 Penalty: 78209.109375
Iteration 156Q: 24 clusters Score -9.813166e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77803 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24555 members 
Mstep: Class 4 contains 26054 members 
Mstep: Class 5 contains 23628 members 
Mstep: Class 6 contains 298463 members 
Mstep: Class 7 contains 111892 members 
Mstep: Class 8 contains 22432 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156955 members 
Mstep: Class 12 contains 42343 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53073 members 
Mstep: Class 21 contains 18412 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131592.000000 Penalty: 78209.109375
Iteration 157Q: 24 clusters Score -9.813159e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24557 members 
Mstep: Class 4 contains 26054 members 
Mstep: Class 5 contains 23628 members 
Mstep: Class 6 contains 298479 members 
Mstep: Class 7 contains 111892 members 
Mstep: Class 8 contains 22434 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156944 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 53071 members 
Mstep: Class 21 contains 18412 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98131608.000000 Penalty: 78209.109375
Iteration 158Q: 24 clusters Score -9.813161e+07 nChanged 44
Entering ConstructFrom: 
Score: -98131608.000000 Penalty: 78209.109375
Entering ConstructFrom: 
Trying to split cluster 1 (77800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77800 members 
Entering Unmasked Estep 
Score: -8816360.000000 Penalty: 2792.950439
	Iteration 0F: 2 clusters Score -8816360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -8764415.000000 Penalty: 5585.900879
	Iteration 0F: 3 clusters Score -8764415 nChanged 36468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -8785128.000000 Penalty: 5585.900879
	Iteration 1F: 3 clusters Score -8785128 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -8786003.000000 Penalty: 5585.900879
	Iteration 2Q: 3 clusters Score -8786003 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -8787141.000000 Penalty: 5585.900879
	Iteration 3Q: 3 clusters Score -8787141 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -8788612.000000 Penalty: 5585.900879
	Iteration 4Q: 3 clusters Score -8788612 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -8790628.000000 Penalty: 5585.900879
	Iteration 5F: 3 clusters Score -8790628 nChanged 4821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -8793494.000000 Penalty: 5585.900879
	Iteration 6F: 3 clusters Score -8793494 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -8797170.000000 Penalty: 5585.900879
	Iteration 7F: 3 clusters Score -8797170 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -8801530.000000 Penalty: 5585.900879
	Iteration 8F: 3 clusters Score -8801530 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -8805518.000000 Penalty: 5585.900879
	Iteration 9F: 3 clusters Score -8805518 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57448 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -8808296.000000 Penalty: 5585.900879
	Iteration 10Q: 3 clusters Score -8808296 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -8809728.000000 Penalty: 5585.900879
	Iteration 11Q: 3 clusters Score -8809728 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -8810399.000000 Penalty: 5585.900879
	Iteration 12Q: 3 clusters Score -8810399 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -8810942.000000 Penalty: 5585.900879
	Iteration 13Q: 3 clusters Score -8810942 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62919 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -8811402.000000 Penalty: 5585.900879
	Iteration 14Q: 3 clusters Score -8811402 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -8811842.000000 Penalty: 5585.900879
	Iteration 15Q: 3 clusters Score -8811842 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -8812184.000000 Penalty: 5585.900879
	Iteration 16Q: 3 clusters Score -8812184 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -8812486.000000 Penalty: 5585.900879
	Iteration 17Q: 3 clusters Score -8812486 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66828 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -8812819.000000 Penalty: 5585.900879
	Iteration 18Q: 3 clusters Score -8812819 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -8813164.000000 Penalty: 5585.900879
	Iteration 19Q: 3 clusters Score -8813164 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -8813449.000000 Penalty: 5585.900879
	Iteration 20F: 3 clusters Score -8813449 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -8813720.000000 Penalty: 5585.900879
	Iteration 21Q: 3 clusters Score -8813720 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69839 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -8813940.000000 Penalty: 5585.900879
	Iteration 22Q: 3 clusters Score -8813940 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70408 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -8814126.000000 Penalty: 5585.900879
	Iteration 23Q: 3 clusters Score -8814126 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70922 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -8814270.000000 Penalty: 5585.900879
	Iteration 24Q: 3 clusters Score -8814270 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -8814385.000000 Penalty: 5585.900879
	Iteration 25Q: 3 clusters Score -8814385 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -8814553.000000 Penalty: 5585.900879
	Iteration 26Q: 3 clusters Score -8814553 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72152 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -8814643.000000 Penalty: 5585.900879
	Iteration 27Q: 3 clusters Score -8814643 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72478 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -8814698.000000 Penalty: 5585.900879
	Iteration 28Q: 3 clusters Score -8814698 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -8814807.000000 Penalty: 5585.900879
	Iteration 29Q: 3 clusters Score -8814807 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8814864.000000 Penalty: 5585.900879
	Iteration 30Q: 3 clusters Score -8814864 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -8814921.000000 Penalty: 5585.900879
	Iteration 31Q: 3 clusters Score -8814921 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -8814948.000000 Penalty: 5585.900879
	Iteration 32Q: 3 clusters Score -8814948 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73645 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -8814988.000000 Penalty: 5585.900879
	Iteration 33Q: 3 clusters Score -8814988 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73805 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -8815021.000000 Penalty: 5585.900879
	Iteration 34Q: 3 clusters Score -8815021 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73938 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -8815045.000000 Penalty: 5585.900879
	Iteration 35Q: 3 clusters Score -8815045 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74058 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8815054.000000 Penalty: 5585.900879
	Iteration 36Q: 3 clusters Score -8815054 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74174 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -8815099.000000 Penalty: 5585.900879
	Iteration 37Q: 3 clusters Score -8815099 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74268 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -8815130.000000 Penalty: 5585.900879
	Iteration 38Q: 3 clusters Score -8815130 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -8815144.000000 Penalty: 5585.900879
	Iteration 39Q: 3 clusters Score -8815144 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -8815166.000000 Penalty: 5585.900879
	Iteration 40F: 3 clusters Score -8815166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74517 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -8815203.000000 Penalty: 5585.900879
	Iteration 41Q: 3 clusters Score -8815203 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -8815217.000000 Penalty: 5585.900879
	Iteration 42Q: 3 clusters Score -8815217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74595 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -8815223.000000 Penalty: 5585.900879
	Iteration 43Q: 3 clusters Score -8815223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74626 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -8815238.000000 Penalty: 5585.900879
	Iteration 44Q: 3 clusters Score -8815238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -8815238.000000 Penalty: 5585.900879
	Iteration 45Q: 3 clusters Score -8815238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74667 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -8815247.000000 Penalty: 5585.900879
	Iteration 46Q: 3 clusters Score -8815247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74681 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -8815250.000000 Penalty: 5585.900879
	Iteration 47Q: 3 clusters Score -8815250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8815260.000000 Penalty: 5585.900879
	Iteration 48Q: 3 clusters Score -8815260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74731 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8815250.000000 Penalty: 5585.900879
	Iteration 49Q: 3 clusters Score -8815250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74752 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -8815254.000000 Penalty: 5585.900879
	Iteration 50Q: 3 clusters Score -8815254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -8815253.000000 Penalty: 5585.900879
	Iteration 51Q: 3 clusters Score -8815253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -8815257.000000 Penalty: 5585.900879
	Iteration 52Q: 3 clusters Score -8815257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74805 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -8815258.000000 Penalty: 5585.900879
	Iteration 53Q: 3 clusters Score -8815258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74814 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -8815255.000000 Penalty: 5585.900879
	Iteration 54Q: 3 clusters Score -8815255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74824 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -8815249.000000 Penalty: 5585.900879
	Iteration 55Q: 3 clusters Score -8815249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74830 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -8815255.000000 Penalty: 5585.900879
	Iteration 56Q: 3 clusters Score -8815255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -8815251.000000 Penalty: 5585.900879
	Iteration 57Q: 3 clusters Score -8815251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74836 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -8815249.000000 Penalty: 5585.900879
	Iteration 58Q: 3 clusters Score -8815249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74843 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8815246.000000 Penalty: 5585.900879
	Iteration 59Q: 3 clusters Score -8815246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -8815240.000000 Penalty: 5585.900879
	Iteration 60F: 3 clusters Score -8815240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74860 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -8815240.000000 Penalty: 5585.900879
	Iteration 61Q: 3 clusters Score -8815240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74864 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -8815236.000000 Penalty: 5585.900879
	Iteration 62Q: 3 clusters Score -8815236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -8815246.000000 Penalty: 5585.900879
	Iteration 63Q: 3 clusters Score -8815246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74872 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -8815247.000000 Penalty: 5585.900879
	Iteration 64Q: 3 clusters Score -8815247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74873 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -8815242.000000 Penalty: 5585.900879
	Iteration 65Q: 3 clusters Score -8815242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -8815243.000000 Penalty: 5585.900879
	Iteration 66Q: 3 clusters Score -8815243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -8815246.000000 Penalty: 5585.900879
	Iteration 67Q: 3 clusters Score -8815246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74876 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -8815243.000000 Penalty: 5585.900879
	Iteration 68Q: 3 clusters Score -8815243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -8815238.000000 Penalty: 5585.900879
	Iteration 69Q: 3 clusters Score -8815238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -8815235.000000 Penalty: 5585.900879
	Iteration 70Q: 3 clusters Score -8815235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -8815235.000000 Penalty: 5585.900879
	Iteration 71F: 3 clusters Score -8815235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Entering Unmasked Estep 
Score: -325098.468750 Penalty: 1980.484497
	Iteration 0F: 2 clusters Score -325098.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -321884.781250 Penalty: 3960.968994
	Iteration 0F: 3 clusters Score -321884.8 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -322579.687500 Penalty: 3960.968994
	Iteration 1F: 3 clusters Score -322579.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -322712.000000 Penalty: 3960.968994
	Iteration 2F: 3 clusters Score -322712 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -322785.656250 Penalty: 3960.968994
	Iteration 3Q: 3 clusters Score -322785.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -322837.656250 Penalty: 3960.968994
	Iteration 4Q: 3 clusters Score -322837.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -322874.062500 Penalty: 3960.968994
	Iteration 5Q: 3 clusters Score -322874.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -322888.343750 Penalty: 3960.968994
	Iteration 6Q: 3 clusters Score -322888.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -322896.718750 Penalty: 3960.968994
	Iteration 7Q: 3 clusters Score -322896.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -322904.906250 Penalty: 3960.968994
	Iteration 8Q: 3 clusters Score -322904.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -322909.625000 Penalty: 3960.968994
	Iteration 9Q: 3 clusters Score -322909.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -322916.843750 Penalty: 3960.968994
	Iteration 10Q: 3 clusters Score -322916.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -322923.562500 Penalty: 3960.968994
	Iteration 11Q: 3 clusters Score -322923.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -322928.718750 Penalty: 3960.968994
	Iteration 12Q: 3 clusters Score -322928.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -322931.375000 Penalty: 3960.968994
	Iteration 13Q: 3 clusters Score -322931.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -322934.062500 Penalty: 3960.968994
	Iteration 14Q: 3 clusters Score -322934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -322937.031250 Penalty: 3960.968994
	Iteration 15Q: 3 clusters Score -322937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -322941.093750 Penalty: 3960.968994
	Iteration 16Q: 3 clusters Score -322941.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -322943.875000 Penalty: 3960.968994
	Iteration 17Q: 3 clusters Score -322943.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -322946.156250 Penalty: 3960.968994
	Iteration 18Q: 3 clusters Score -322946.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -322947.375000 Penalty: 3960.968994
	Iteration 19Q: 3 clusters Score -322947.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -322950.843750 Penalty: 3960.968994
	Iteration 20F: 3 clusters Score -322950.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -322955.031250 Penalty: 3960.968994
	Iteration 21Q: 3 clusters Score -322955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -322959.000000 Penalty: 3960.968994
	Iteration 22Q: 3 clusters Score -322959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -322961.875000 Penalty: 3960.968994
	Iteration 23Q: 3 clusters Score -322961.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -322965.968750 Penalty: 3960.968994
	Iteration 24Q: 3 clusters Score -322966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -322968.062500 Penalty: 3960.968994
	Iteration 25Q: 3 clusters Score -322968.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -322968.906250 Penalty: 3960.968994
	Iteration 26Q: 3 clusters Score -322968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -322969.812500 Penalty: 3960.968994
	Iteration 27Q: 3 clusters Score -322969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -322971.250000 Penalty: 3960.968994
	Iteration 28Q: 3 clusters Score -322971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -322972.437500 Penalty: 3960.968994
	Iteration 29Q: 3 clusters Score -322972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -322973.562500 Penalty: 3960.968994
	Iteration 30Q: 3 clusters Score -322973.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -322975.343750 Penalty: 3960.968994
	Iteration 31Q: 3 clusters Score -322975.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -322976.781250 Penalty: 3960.968994
	Iteration 32Q: 3 clusters Score -322976.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -322977.937500 Penalty: 3960.968994
	Iteration 33Q: 3 clusters Score -322977.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -322980.468750 Penalty: 3960.968994
	Iteration 34Q: 3 clusters Score -322980.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -322983.937500 Penalty: 3960.968994
	Iteration 35Q: 3 clusters Score -322983.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -322984.906250 Penalty: 3960.968994
	Iteration 36Q: 3 clusters Score -322984.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -322986.375000 Penalty: 3960.968994
	Iteration 37Q: 3 clusters Score -322986.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -322986.875000 Penalty: 3960.968994
	Iteration 38Q: 3 clusters Score -322986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -322986.937500 Penalty: 3960.968994
	Iteration 39Q: 3 clusters Score -322986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -322986.937500 Penalty: 3960.968994
	Iteration 40F: 3 clusters Score -322986.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Entering Unmasked Estep 
Score: -2790922.000000 Penalty: 2506.970459
	Iteration 0F: 2 clusters Score -2790922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -2773839.750000 Penalty: 5013.940918
	Iteration 0F: 3 clusters Score -2773840 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2779937.750000 Penalty: 5013.940918
	Iteration 1F: 3 clusters Score -2779938 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2780563.500000 Penalty: 5013.940918
	Iteration 2F: 3 clusters Score -2780564 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2781153.750000 Penalty: 5013.940918
	Iteration 3F: 3 clusters Score -2781154 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2781791.250000 Penalty: 5013.940918
	Iteration 4F: 3 clusters Score -2781791 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -2782545.750000 Penalty: 5013.940918
	Iteration 5F: 3 clusters Score -2782546 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -2783421.500000 Penalty: 5013.940918
	Iteration 6F: 3 clusters Score -2783422 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2784502.750000 Penalty: 5013.940918
	Iteration 7F: 3 clusters Score -2784503 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2785713.500000 Penalty: 5013.940918
	Iteration 8F: 3 clusters Score -2785714 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2786771.000000 Penalty: 5013.940918
	Iteration 9F: 3 clusters Score -2786771 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2787445.250000 Penalty: 5013.940918
	Iteration 10Q: 3 clusters Score -2787445 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2787776.750000 Penalty: 5013.940918
	Iteration 11Q: 3 clusters Score -2787777 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2787961.750000 Penalty: 5013.940918
	Iteration 12Q: 3 clusters Score -2787962 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2788076.500000 Penalty: 5013.940918
	Iteration 13Q: 3 clusters Score -2788076 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2788199.000000 Penalty: 5013.940918
	Iteration 14Q: 3 clusters Score -2788199 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2788277.750000 Penalty: 5013.940918
	Iteration 15Q: 3 clusters Score -2788278 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2788361.750000 Penalty: 5013.940918
	Iteration 16Q: 3 clusters Score -2788362 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2788425.750000 Penalty: 5013.940918
	Iteration 17Q: 3 clusters Score -2788426 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -2788472.000000 Penalty: 5013.940918
	Iteration 18Q: 3 clusters Score -2788472 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2788535.250000 Penalty: 5013.940918
	Iteration 19Q: 3 clusters Score -2788535 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2788583.250000 Penalty: 5013.940918
	Iteration 20F: 3 clusters Score -2788583 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2788616.250000 Penalty: 5013.940918
	Iteration 21Q: 3 clusters Score -2788616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -2788655.000000 Penalty: 5013.940918
	Iteration 22Q: 3 clusters Score -2788655 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2788678.000000 Penalty: 5013.940918
	Iteration 23Q: 3 clusters Score -2788678 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2788708.250000 Penalty: 5013.940918
	Iteration 24Q: 3 clusters Score -2788708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -2788727.000000 Penalty: 5013.940918
	Iteration 25Q: 3 clusters Score -2788727 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -2788754.250000 Penalty: 5013.940918
	Iteration 26Q: 3 clusters Score -2788754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2788774.000000 Penalty: 5013.940918
	Iteration 27Q: 3 clusters Score -2788774 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -2788788.250000 Penalty: 5013.940918
	Iteration 28Q: 3 clusters Score -2788788 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2788816.750000 Penalty: 5013.940918
	Iteration 29Q: 3 clusters Score -2788817 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -2788831.750000 Penalty: 5013.940918
	Iteration 30Q: 3 clusters Score -2788832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -2788836.000000 Penalty: 5013.940918
	Iteration 31Q: 3 clusters Score -2788836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2788848.500000 Penalty: 5013.940918
	Iteration 32Q: 3 clusters Score -2788848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2788861.500000 Penalty: 5013.940918
	Iteration 33Q: 3 clusters Score -2788862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2788878.500000 Penalty: 5013.940918
	Iteration 34Q: 3 clusters Score -2788878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2788882.250000 Penalty: 5013.940918
	Iteration 35Q: 3 clusters Score -2788882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -2788897.250000 Penalty: 5013.940918
	Iteration 36Q: 3 clusters Score -2788897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -2788896.500000 Penalty: 5013.940918
	Iteration 37Q: 3 clusters Score -2788896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2788908.500000 Penalty: 5013.940918
	Iteration 38Q: 3 clusters Score -2788908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2788909.500000 Penalty: 5013.940918
	Iteration 39Q: 3 clusters Score -2788910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -2788917.750000 Penalty: 5013.940918
	Iteration 40F: 3 clusters Score -2788918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2788920.750000 Penalty: 5013.940918
	Iteration 41Q: 3 clusters Score -2788921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2788930.000000 Penalty: 5013.940918
	Iteration 42Q: 3 clusters Score -2788930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -2788926.750000 Penalty: 5013.940918
	Iteration 43Q: 3 clusters Score -2788927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2788931.250000 Penalty: 5013.940918
	Iteration 44Q: 3 clusters Score -2788931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -2788933.750000 Penalty: 5013.940918
	Iteration 45Q: 3 clusters Score -2788934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -2788934.500000 Penalty: 5013.940918
	Iteration 46Q: 3 clusters Score -2788934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -2788934.000000 Penalty: 5013.940918
	Iteration 47Q: 3 clusters Score -2788934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -2788927.000000 Penalty: 5013.940918
	Iteration 48Q: 3 clusters Score -2788927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -2788924.500000 Penalty: 5013.940918
	Iteration 49Q: 3 clusters Score -2788924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -2788928.000000 Penalty: 5013.940918
	Iteration 50Q: 3 clusters Score -2788928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -2788928.500000 Penalty: 5013.940918
	Iteration 51Q: 3 clusters Score -2788928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -2788932.750000 Penalty: 5013.940918
	Iteration 52Q: 3 clusters Score -2788933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -2788939.500000 Penalty: 5013.940918
	Iteration 53Q: 3 clusters Score -2788940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -2788942.250000 Penalty: 5013.940918
	Iteration 54Q: 3 clusters Score -2788942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -2788945.500000 Penalty: 5013.940918
	Iteration 55Q: 3 clusters Score -2788946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -2788945.750000 Penalty: 5013.940918
	Iteration 56Q: 3 clusters Score -2788946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -2788954.500000 Penalty: 5013.940918
	Iteration 57Q: 3 clusters Score -2788954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -2788960.750000 Penalty: 5013.940918
	Iteration 58Q: 3 clusters Score -2788961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2788962.000000 Penalty: 5013.940918
	Iteration 59Q: 3 clusters Score -2788962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -2788960.500000 Penalty: 5013.940918
	Iteration 60F: 3 clusters Score -2788960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2788965.500000 Penalty: 5013.940918
	Iteration 61Q: 3 clusters Score -2788966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2788965.500000 Penalty: 5013.940918
	Iteration 62F: 3 clusters Score -2788966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Entering Unmasked Estep 
Score: -2723810.250000 Penalty: 2521.645752
	Iteration 0F: 2 clusters Score -2723810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2705744.750000 Penalty: 5043.291504
	Iteration 0F: 3 clusters Score -2705745 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2712068.500000 Penalty: 5043.291504
	Iteration 1F: 3 clusters Score -2712068 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2712494.500000 Penalty: 5043.291504
	Iteration 2F: 3 clusters Score -2712494 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2712798.000000 Penalty: 5043.291504
	Iteration 3Q: 3 clusters Score -2712798 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2713062.500000 Penalty: 5043.291504
	Iteration 4Q: 3 clusters Score -2713062 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2713321.000000 Penalty: 5043.291504
	Iteration 5Q: 3 clusters Score -2713321 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2713551.500000 Penalty: 5043.291504
	Iteration 6Q: 3 clusters Score -2713552 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2713829.750000 Penalty: 5043.291504
	Iteration 7Q: 3 clusters Score -2713830 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2714147.750000 Penalty: 5043.291504
	Iteration 8Q: 3 clusters Score -2714148 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2714554.500000 Penalty: 5043.291504
	Iteration 9Q: 3 clusters Score -2714554 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2715100.750000 Penalty: 5043.291504
	Iteration 10Q: 3 clusters Score -2715101 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2715893.500000 Penalty: 5043.291504
	Iteration 11F: 3 clusters Score -2715894 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2716947.500000 Penalty: 5043.291504
	Iteration 12F: 3 clusters Score -2716948 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2718157.000000 Penalty: 5043.291504
	Iteration 13F: 3 clusters Score -2718157 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -2719435.750000 Penalty: 5043.291504
	Iteration 14F: 3 clusters Score -2719436 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -2720470.500000 Penalty: 5043.291504
	Iteration 15Q: 3 clusters Score -2720470 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -2721065.750000 Penalty: 5043.291504
	Iteration 16Q: 3 clusters Score -2721066 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -2721456.750000 Penalty: 5043.291504
	Iteration 17Q: 3 clusters Score -2721457 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -2721666.750000 Penalty: 5043.291504
	Iteration 18Q: 3 clusters Score -2721667 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -2721798.750000 Penalty: 5043.291504
	Iteration 19Q: 3 clusters Score -2721799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -2721897.000000 Penalty: 5043.291504
	Iteration 20F: 3 clusters Score -2721897 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -2721969.250000 Penalty: 5043.291504
	Iteration 21Q: 3 clusters Score -2721969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -2722014.500000 Penalty: 5043.291504
	Iteration 22Q: 3 clusters Score -2722014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -2722047.750000 Penalty: 5043.291504
	Iteration 23Q: 3 clusters Score -2722048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -2722068.000000 Penalty: 5043.291504
	Iteration 24Q: 3 clusters Score -2722068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -2722078.500000 Penalty: 5043.291504
	Iteration 25Q: 3 clusters Score -2722078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -2722083.250000 Penalty: 5043.291504
	Iteration 26Q: 3 clusters Score -2722083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -2722093.000000 Penalty: 5043.291504
	Iteration 27Q: 3 clusters Score -2722093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -2722110.750000 Penalty: 5043.291504
	Iteration 28Q: 3 clusters Score -2722111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -2722125.750000 Penalty: 5043.291504
	Iteration 29Q: 3 clusters Score -2722126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -2722128.750000 Penalty: 5043.291504
	Iteration 30Q: 3 clusters Score -2722129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -2722130.500000 Penalty: 5043.291504
	Iteration 31Q: 3 clusters Score -2722130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -2722133.250000 Penalty: 5043.291504
	Iteration 32Q: 3 clusters Score -2722133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -2722136.500000 Penalty: 5043.291504
	Iteration 33Q: 3 clusters Score -2722136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -2722144.750000 Penalty: 5043.291504
	Iteration 34Q: 3 clusters Score -2722145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -2722144.750000 Penalty: 5043.291504
	Iteration 35F: 3 clusters Score -2722145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Entering Unmasked Estep 
Score: -2654194.000000 Penalty: 2497.406494
	Iteration 0F: 2 clusters Score -2654194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2637744.750000 Penalty: 4994.812988
	Iteration 0F: 3 clusters Score -2637745 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2643416.750000 Penalty: 4994.812988
	Iteration 1F: 3 clusters Score -2643417 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2643957.500000 Penalty: 4994.812988
	Iteration 2F: 3 clusters Score -2643958 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2644467.750000 Penalty: 4994.812988
	Iteration 3Q: 3 clusters Score -2644468 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2645039.250000 Penalty: 4994.812988
	Iteration 4F: 3 clusters Score -2645039 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2645683.500000 Penalty: 4994.812988
	Iteration 5F: 3 clusters Score -2645684 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2646364.750000 Penalty: 4994.812988
	Iteration 6F: 3 clusters Score -2646365 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2647132.000000 Penalty: 4994.812988
	Iteration 7F: 3 clusters Score -2647132 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2647968.250000 Penalty: 4994.812988
	Iteration 8F: 3 clusters Score -2647968 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2648881.000000 Penalty: 4994.812988
	Iteration 9F: 3 clusters Score -2648881 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2649847.750000 Penalty: 4994.812988
	Iteration 10F: 3 clusters Score -2649848 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2650736.000000 Penalty: 4994.812988
	Iteration 11Q: 3 clusters Score -2650736 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2651401.500000 Penalty: 4994.812988
	Iteration 12Q: 3 clusters Score -2651402 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2651816.000000 Penalty: 4994.812988
	Iteration 13Q: 3 clusters Score -2651816 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2652107.750000 Penalty: 4994.812988
	Iteration 14Q: 3 clusters Score -2652108 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2652278.500000 Penalty: 4994.812988
	Iteration 15Q: 3 clusters Score -2652278 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2652375.250000 Penalty: 4994.812988
	Iteration 16Q: 3 clusters Score -2652375 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2652433.250000 Penalty: 4994.812988
	Iteration 17Q: 3 clusters Score -2652433 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2652468.250000 Penalty: 4994.812988
	Iteration 18Q: 3 clusters Score -2652468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2652484.750000 Penalty: 4994.812988
	Iteration 19Q: 3 clusters Score -2652485 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2652495.000000 Penalty: 4994.812988
	Iteration 20F: 3 clusters Score -2652495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2652498.000000 Penalty: 4994.812988
	Iteration 21Q: 3 clusters Score -2652498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2652507.000000 Penalty: 4994.812988
	Iteration 22Q: 3 clusters Score -2652507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2652516.000000 Penalty: 4994.812988
	Iteration 23Q: 3 clusters Score -2652516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2652522.500000 Penalty: 4994.812988
	Iteration 24Q: 3 clusters Score -2652522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2652528.250000 Penalty: 4994.812988
	Iteration 25Q: 3 clusters Score -2652528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2652529.500000 Penalty: 4994.812988
	Iteration 26Q: 3 clusters Score -2652530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2652531.000000 Penalty: 4994.812988
	Iteration 27Q: 3 clusters Score -2652531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2652531.000000 Penalty: 4994.812988
	Iteration 28F: 3 clusters Score -2652531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (298496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298496 members 
Entering Unmasked Estep 
Score: -33058730.000000 Penalty: 3126.415039
	Iteration 0F: 2 clusters Score -3.305873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149513 members 
Mstep: Class 2 contains 148983 members 
Entering Unmasked Estep 
Score: -32869436.000000 Penalty: 6252.830078
	Iteration 0F: 3 clusters Score -3.286944e+07 nChanged 144374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153881 members 
Mstep: Class 2 contains 144615 members 
Entering Unmasked Estep 
Score: -32954940.000000 Penalty: 6252.830078
	Iteration 1F: 3 clusters Score -3.295494e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157337 members 
Mstep: Class 2 contains 141159 members 
Entering Unmasked Estep 
Score: -32956112.000000 Penalty: 6252.830078
	Iteration 2Q: 3 clusters Score -3.295611e+07 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162855 members 
Mstep: Class 2 contains 135641 members 
Entering Unmasked Estep 
Score: -32958090.000000 Penalty: 6252.830078
	Iteration 3Q: 3 clusters Score -3.295809e+07 nChanged 10887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171198 members 
Mstep: Class 2 contains 127298 members 
Entering Unmasked Estep 
Score: -32961110.000000 Penalty: 6252.830078
	Iteration 4Q: 3 clusters Score -3.296111e+07 nChanged 14169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183631 members 
Mstep: Class 2 contains 114865 members 
Entering Unmasked Estep 
Score: -32966482.000000 Penalty: 6252.830078
	Iteration 5Q: 3 clusters Score -3.296648e+07 nChanged 18101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200342 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -32974950.000000 Penalty: 6252.830078
	Iteration 6F: 3 clusters Score -3.297495e+07 nChanged 21012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220434 members 
Mstep: Class 2 contains 78062 members 
Entering Unmasked Estep 
Score: -32988090.000000 Penalty: 6252.830078
	Iteration 7F: 3 clusters Score -3.298809e+07 nChanged 21202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241038 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -33004684.000000 Penalty: 6252.830078
	Iteration 8F: 3 clusters Score -3.300468e+07 nChanged 18110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258774 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -33018894.000000 Penalty: 6252.830078
	Iteration 9F: 3 clusters Score -3.301889e+07 nChanged 13128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271590 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -33031148.000000 Penalty: 6252.830078
	Iteration 10Q: 3 clusters Score -3.303115e+07 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280265 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -33040376.000000 Penalty: 6252.830078
	Iteration 11Q: 3 clusters Score -3.304038e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286163 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -33046668.000000 Penalty: 6252.830078
	Iteration 12Q: 3 clusters Score -3.304667e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290233 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -33050274.000000 Penalty: 6252.830078
	Iteration 13Q: 3 clusters Score -3.305027e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293103 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -33051652.000000 Penalty: 6252.830078
	Iteration 14Q: 3 clusters Score -3.305165e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295115 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -33053256.000000 Penalty: 6252.830078
	Iteration 15Q: 3 clusters Score -3.305326e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296482 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -33054492.000000 Penalty: 6252.830078
	Iteration 16Q: 3 clusters Score -3.305449e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297265 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -33055124.000000 Penalty: 6252.830078
	Iteration 17Q: 3 clusters Score -3.305512e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297656 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -33055532.000000 Penalty: 6252.830078
	Iteration 18Q: 3 clusters Score -3.305553e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297869 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -33055642.000000 Penalty: 6252.830078
	Iteration 19Q: 3 clusters Score -3.305564e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297968 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -33055766.000000 Penalty: 6252.830078
	Iteration 20F: 3 clusters Score -3.305577e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298033 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -33055826.000000 Penalty: 6252.830078
	Iteration 21Q: 3 clusters Score -3.305583e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298081 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -33055890.000000 Penalty: 6252.830078
	Iteration 22Q: 3 clusters Score -3.305589e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298103 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -33055912.000000 Penalty: 6252.830078
	Iteration 23Q: 3 clusters Score -3.305591e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298117 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -33055930.000000 Penalty: 6252.830078
	Iteration 24Q: 3 clusters Score -3.305593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298130 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -33055950.000000 Penalty: 6252.830078
	Iteration 25Q: 3 clusters Score -3.305595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298133 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -33055960.000000 Penalty: 6252.830078
	Iteration 26Q: 3 clusters Score -3.305596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298139 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -33055966.000000 Penalty: 6252.830078
	Iteration 27Q: 3 clusters Score -3.305597e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298144 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -33055966.000000 Penalty: 6252.830078
	Iteration 28Q: 3 clusters Score -3.305597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298147 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -33055942.000000 Penalty: 6252.830078
	Iteration 29Q: 3 clusters Score -3.305594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298150 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -33055946.000000 Penalty: 6252.830078
	Iteration 30Q: 3 clusters Score -3.305595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298153 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -33055960.000000 Penalty: 6252.830078
	Iteration 31Q: 3 clusters Score -3.305596e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298156 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -33055966.000000 Penalty: 6252.830078
	Iteration 32Q: 3 clusters Score -3.305597e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298158 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -33055972.000000 Penalty: 6252.830078
	Iteration 33Q: 3 clusters Score -3.305597e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298157 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -33055968.000000 Penalty: 6252.830078
	Iteration 34Q: 3 clusters Score -3.305597e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298157 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -33055974.000000 Penalty: 6252.830078
	Iteration 35Q: 3 clusters Score -3.305597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298157 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -33055974.000000 Penalty: 6252.830078
	Iteration 36F: 3 clusters Score -3.305597e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (111894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111894 members 
Entering Unmasked Estep 
Score: -12679392.000000 Penalty: 2883.076172
	Iteration 0F: 2 clusters Score -1.267939e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 55782 members 
Entering Unmasked Estep 
Score: -12604233.000000 Penalty: 5766.152344
	Iteration 0F: 3 clusters Score -1.260423e+07 nChanged 53311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 54647 members 
Entering Unmasked Estep 
Score: -12634997.000000 Penalty: 5766.152344
	Iteration 1F: 3 clusters Score -1.2635e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57944 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -12635954.000000 Penalty: 5766.152344
	Iteration 2Q: 3 clusters Score -1.263595e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59099 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -12637171.000000 Penalty: 5766.152344
	Iteration 3Q: 3 clusters Score -1.263717e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60853 members 
Mstep: Class 2 contains 51041 members 
Entering Unmasked Estep 
Score: -12638691.000000 Penalty: 5766.152344
	Iteration 4Q: 3 clusters Score -1.263869e+07 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -12640741.000000 Penalty: 5766.152344
	Iteration 5Q: 3 clusters Score -1.264074e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67063 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -12643427.000000 Penalty: 5766.152344
	Iteration 6Q: 3 clusters Score -1.264343e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71920 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -12647068.000000 Penalty: 5766.152344
	Iteration 7F: 3 clusters Score -1.264707e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77850 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -12651762.000000 Penalty: 5766.152344
	Iteration 8F: 3 clusters Score -1.265176e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84420 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -12657370.000000 Penalty: 5766.152344
	Iteration 9F: 3 clusters Score -1.265737e+07 nChanged 6524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90658 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -12662722.000000 Penalty: 5766.152344
	Iteration 10F: 3 clusters Score -1.266272e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95652 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -12666968.000000 Penalty: 5766.152344
	Iteration 11Q: 3 clusters Score -1.266697e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99308 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -12669934.000000 Penalty: 5766.152344
	Iteration 12Q: 3 clusters Score -1.266993e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101928 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -12671907.000000 Penalty: 5766.152344
	Iteration 13Q: 3 clusters Score -1.267191e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103839 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -12673158.000000 Penalty: 5766.152344
	Iteration 14Q: 3 clusters Score -1.267316e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105346 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -12674153.000000 Penalty: 5766.152344
	Iteration 15Q: 3 clusters Score -1.267415e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106601 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -12675060.000000 Penalty: 5766.152344
	Iteration 16Q: 3 clusters Score -1.267506e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107495 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -12675644.000000 Penalty: 5766.152344
	Iteration 17Q: 3 clusters Score -1.267564e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108191 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -12676091.000000 Penalty: 5766.152344
	Iteration 18Q: 3 clusters Score -1.267609e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -12676464.000000 Penalty: 5766.152344
	Iteration 19Q: 3 clusters Score -1.267646e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109103 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -12676700.000000 Penalty: 5766.152344
	Iteration 20F: 3 clusters Score -1.26767e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109384 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -12676820.000000 Penalty: 5766.152344
	Iteration 21Q: 3 clusters Score -1.267682e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109603 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -12676924.000000 Penalty: 5766.152344
	Iteration 22Q: 3 clusters Score -1.267692e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109771 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -12676990.000000 Penalty: 5766.152344
	Iteration 23Q: 3 clusters Score -1.267699e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109886 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -12677030.000000 Penalty: 5766.152344
	Iteration 24Q: 3 clusters Score -1.267703e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109975 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -12677094.000000 Penalty: 5766.152344
	Iteration 25Q: 3 clusters Score -1.267709e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110043 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -12677138.000000 Penalty: 5766.152344
	Iteration 26Q: 3 clusters Score -1.267714e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110088 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -12677117.000000 Penalty: 5766.152344
	Iteration 27Q: 3 clusters Score -1.267712e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110123 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -12677143.000000 Penalty: 5766.152344
	Iteration 28Q: 3 clusters Score -1.267714e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110151 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -12677136.000000 Penalty: 5766.152344
	Iteration 29Q: 3 clusters Score -1.267714e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110180 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -12677153.000000 Penalty: 5766.152344
	Iteration 30Q: 3 clusters Score -1.267715e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110208 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -12677149.000000 Penalty: 5766.152344
	Iteration 31Q: 3 clusters Score -1.267715e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110235 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -12677175.000000 Penalty: 5766.152344
	Iteration 32Q: 3 clusters Score -1.267718e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110260 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -12677186.000000 Penalty: 5766.152344
	Iteration 33Q: 3 clusters Score -1.267719e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110276 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -12677173.000000 Penalty: 5766.152344
	Iteration 34Q: 3 clusters Score -1.267717e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110293 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -12677175.000000 Penalty: 5766.152344
	Iteration 35Q: 3 clusters Score -1.267718e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110305 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12677185.000000 Penalty: 5766.152344
	Iteration 36Q: 3 clusters Score -1.267718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110317 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -12677185.000000 Penalty: 5766.152344
	Iteration 37Q: 3 clusters Score -1.267718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110330 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -12677198.000000 Penalty: 5766.152344
	Iteration 38Q: 3 clusters Score -1.26772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110343 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -12677198.000000 Penalty: 5766.152344
	Iteration 39Q: 3 clusters Score -1.26772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110354 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -12677204.000000 Penalty: 5766.152344
	Iteration 40F: 3 clusters Score -1.26772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110363 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -12677196.000000 Penalty: 5766.152344
	Iteration 41Q: 3 clusters Score -1.26772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110368 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -12677196.000000 Penalty: 5766.152344
	Iteration 42Q: 3 clusters Score -1.26772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110379 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -12677213.000000 Penalty: 5766.152344
	Iteration 43Q: 3 clusters Score -1.267721e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110387 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -12677212.000000 Penalty: 5766.152344
	Iteration 44Q: 3 clusters Score -1.267721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110394 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -12677214.000000 Penalty: 5766.152344
	Iteration 45Q: 3 clusters Score -1.267721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110404 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -12677221.000000 Penalty: 5766.152344
	Iteration 46Q: 3 clusters Score -1.267722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -12677225.000000 Penalty: 5766.152344
	Iteration 47Q: 3 clusters Score -1.267722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110420 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -12677200.000000 Penalty: 5766.152344
	Iteration 48Q: 3 clusters Score -1.26772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110424 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -12677204.000000 Penalty: 5766.152344
	Iteration 49Q: 3 clusters Score -1.26772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110428 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -12677214.000000 Penalty: 5766.152344
	Iteration 50Q: 3 clusters Score -1.267721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110431 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -12677212.000000 Penalty: 5766.152344
	Iteration 51Q: 3 clusters Score -1.267721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110434 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -12677217.000000 Penalty: 5766.152344
	Iteration 52Q: 3 clusters Score -1.267722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110436 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -12677217.000000 Penalty: 5766.152344
	Iteration 53Q: 3 clusters Score -1.267722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110443 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12677225.000000 Penalty: 5766.152344
	Iteration 54Q: 3 clusters Score -1.267722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110445 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -12677217.000000 Penalty: 5766.152344
	Iteration 55Q: 3 clusters Score -1.267722e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110445 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -12677217.000000 Penalty: 5766.152344
	Iteration 56F: 3 clusters Score -1.267722e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Entering Unmasked Estep 
Score: -2522259.250000 Penalty: 2484.524414
	Iteration 0F: 2 clusters Score -2522259 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 11162 members 
Entering Unmasked Estep 
Score: -2506522.000000 Penalty: 4969.048828
	Iteration 0F: 3 clusters Score -2506522 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2511871.000000 Penalty: 4969.048828
	Iteration 1F: 3 clusters Score -2511871 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2512224.000000 Penalty: 4969.048828
	Iteration 2Q: 3 clusters Score -2512224 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2512533.750000 Penalty: 4969.048828
	Iteration 3Q: 3 clusters Score -2512534 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2512806.750000 Penalty: 4969.048828
	Iteration 4Q: 3 clusters Score -2512807 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2513122.250000 Penalty: 4969.048828
	Iteration 5Q: 3 clusters Score -2513122 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2513498.250000 Penalty: 4969.048828
	Iteration 6Q: 3 clusters Score -2513498 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2514021.250000 Penalty: 4969.048828
	Iteration 7Q: 3 clusters Score -2514021 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2514775.500000 Penalty: 4969.048828
	Iteration 8F: 3 clusters Score -2514776 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2515660.750000 Penalty: 4969.048828
	Iteration 9F: 3 clusters Score -2515661 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2516630.250000 Penalty: 4969.048828
	Iteration 10F: 3 clusters Score -2516630 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2517630.750000 Penalty: 4969.048828
	Iteration 11Q: 3 clusters Score -2517631 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2518473.500000 Penalty: 4969.048828
	Iteration 12Q: 3 clusters Score -2518474 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2519092.000000 Penalty: 4969.048828
	Iteration 13Q: 3 clusters Score -2519092 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2519433.500000 Penalty: 4969.048828
	Iteration 14Q: 3 clusters Score -2519434 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2519635.750000 Penalty: 4969.048828
	Iteration 15Q: 3 clusters Score -2519636 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2519735.750000 Penalty: 4969.048828
	Iteration 16Q: 3 clusters Score -2519736 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2519807.750000 Penalty: 4969.048828
	Iteration 17Q: 3 clusters Score -2519808 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2519851.250000 Penalty: 4969.048828
	Iteration 18Q: 3 clusters Score -2519851 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2519883.500000 Penalty: 4969.048828
	Iteration 19Q: 3 clusters Score -2519884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2519907.000000 Penalty: 4969.048828
	Iteration 20F: 3 clusters Score -2519907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2519916.750000 Penalty: 4969.048828
	Iteration 21Q: 3 clusters Score -2519917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2519929.000000 Penalty: 4969.048828
	Iteration 22Q: 3 clusters Score -2519929 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2519955.000000 Penalty: 4969.048828
	Iteration 23Q: 3 clusters Score -2519955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2519978.750000 Penalty: 4969.048828
	Iteration 24Q: 3 clusters Score -2519979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2520007.250000 Penalty: 4969.048828
	Iteration 25Q: 3 clusters Score -2520007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2520017.500000 Penalty: 4969.048828
	Iteration 26Q: 3 clusters Score -2520018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2520020.250000 Penalty: 4969.048828
	Iteration 27Q: 3 clusters Score -2520020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2520025.750000 Penalty: 4969.048828
	Iteration 28Q: 3 clusters Score -2520026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2520033.750000 Penalty: 4969.048828
	Iteration 29Q: 3 clusters Score -2520034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2520040.500000 Penalty: 4969.048828
	Iteration 30Q: 3 clusters Score -2520040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2520051.500000 Penalty: 4969.048828
	Iteration 31Q: 3 clusters Score -2520052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2520060.500000 Penalty: 4969.048828
	Iteration 32Q: 3 clusters Score -2520060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2520068.250000 Penalty: 4969.048828
	Iteration 33Q: 3 clusters Score -2520068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2520069.000000 Penalty: 4969.048828
	Iteration 34Q: 3 clusters Score -2520069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2520076.750000 Penalty: 4969.048828
	Iteration 35Q: 3 clusters Score -2520077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2520075.500000 Penalty: 4969.048828
	Iteration 36Q: 3 clusters Score -2520076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2520078.250000 Penalty: 4969.048828
	Iteration 37Q: 3 clusters Score -2520078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2520079.250000 Penalty: 4969.048828
	Iteration 38Q: 3 clusters Score -2520079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2520080.500000 Penalty: 4969.048828
	Iteration 39Q: 3 clusters Score -2520080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2520082.000000 Penalty: 4969.048828
	Iteration 40F: 3 clusters Score -2520082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2520085.500000 Penalty: 4969.048828
	Iteration 41Q: 3 clusters Score -2520086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2520088.500000 Penalty: 4969.048828
	Iteration 42Q: 3 clusters Score -2520088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2520090.000000 Penalty: 4969.048828
	Iteration 43Q: 3 clusters Score -2520090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2520092.750000 Penalty: 4969.048828
	Iteration 44Q: 3 clusters Score -2520093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2520096.500000 Penalty: 4969.048828
	Iteration 45Q: 3 clusters Score -2520096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2520098.250000 Penalty: 4969.048828
	Iteration 46Q: 3 clusters Score -2520098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2520097.750000 Penalty: 4969.048828
	Iteration 47Q: 3 clusters Score -2520098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2520099.500000 Penalty: 4969.048828
	Iteration 48Q: 3 clusters Score -2520100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2520102.250000 Penalty: 4969.048828
	Iteration 49Q: 3 clusters Score -2520102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2520103.250000 Penalty: 4969.048828
	Iteration 50Q: 3 clusters Score -2520103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2520102.000000 Penalty: 4969.048828
	Iteration 51Q: 3 clusters Score -2520102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2520105.000000 Penalty: 4969.048828
	Iteration 52Q: 3 clusters Score -2520105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2520102.000000 Penalty: 4969.048828
	Iteration 53Q: 3 clusters Score -2520102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2520102.250000 Penalty: 4969.048828
	Iteration 54Q: 3 clusters Score -2520102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2520102.750000 Penalty: 4969.048828
	Iteration 55Q: 3 clusters Score -2520103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2520102.750000 Penalty: 4969.048828
	Iteration 56F: 3 clusters Score -2520103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -407168.562500 Penalty: 2048.217285
	Iteration 0F: 2 clusters Score -407168.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -403392.937500 Penalty: 4096.434570
	Iteration 0F: 3 clusters Score -403392.9 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -404222.687500 Penalty: 4096.434570
	Iteration 1F: 3 clusters Score -404222.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -404419.875000 Penalty: 4096.434570
	Iteration 2F: 3 clusters Score -404419.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -404522.218750 Penalty: 4096.434570
	Iteration 3Q: 3 clusters Score -404522.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -404595.593750 Penalty: 4096.434570
	Iteration 4Q: 3 clusters Score -404595.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -404655.218750 Penalty: 4096.434570
	Iteration 5Q: 3 clusters Score -404655.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -404707.718750 Penalty: 4096.434570
	Iteration 6Q: 3 clusters Score -404707.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -404747.468750 Penalty: 4096.434570
	Iteration 7Q: 3 clusters Score -404747.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -404795.937500 Penalty: 4096.434570
	Iteration 8Q: 3 clusters Score -404795.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -404848.718750 Penalty: 4096.434570
	Iteration 9Q: 3 clusters Score -404848.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -404901.781250 Penalty: 4096.434570
	Iteration 10Q: 3 clusters Score -404901.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -404949.187500 Penalty: 4096.434570
	Iteration 11Q: 3 clusters Score -404949.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -404998.000000 Penalty: 4096.434570
	Iteration 12Q: 3 clusters Score -404998 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -405031.218750 Penalty: 4096.434570
	Iteration 13Q: 3 clusters Score -405031.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -405062.781250 Penalty: 4096.434570
	Iteration 14Q: 3 clusters Score -405062.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -405100.031250 Penalty: 4096.434570
	Iteration 15Q: 3 clusters Score -405100 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -405154.187500 Penalty: 4096.434570
	Iteration 16Q: 3 clusters Score -405154.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -405189.531250 Penalty: 4096.434570
	Iteration 17Q: 3 clusters Score -405189.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -405226.375000 Penalty: 4096.434570
	Iteration 18Q: 3 clusters Score -405226.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -405266.281250 Penalty: 4096.434570
	Iteration 19Q: 3 clusters Score -405266.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -405306.000000 Penalty: 4096.434570
	Iteration 20F: 3 clusters Score -405306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -405336.968750 Penalty: 4096.434570
	Iteration 21Q: 3 clusters Score -405337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -405364.875000 Penalty: 4096.434570
	Iteration 22Q: 3 clusters Score -405364.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -405386.656250 Penalty: 4096.434570
	Iteration 23Q: 3 clusters Score -405386.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -405412.562500 Penalty: 4096.434570
	Iteration 24Q: 3 clusters Score -405412.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -405427.156250 Penalty: 4096.434570
	Iteration 25Q: 3 clusters Score -405427.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -405443.531250 Penalty: 4096.434570
	Iteration 26Q: 3 clusters Score -405443.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -405458.968750 Penalty: 4096.434570
	Iteration 27Q: 3 clusters Score -405459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -405474.125000 Penalty: 4096.434570
	Iteration 28Q: 3 clusters Score -405474.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -405493.781250 Penalty: 4096.434570
	Iteration 29Q: 3 clusters Score -405493.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -405522.718750 Penalty: 4096.434570
	Iteration 30Q: 3 clusters Score -405522.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -405539.750000 Penalty: 4096.434570
	Iteration 31Q: 3 clusters Score -405539.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -405555.750000 Penalty: 4096.434570
	Iteration 32Q: 3 clusters Score -405555.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -405574.000000 Penalty: 4096.434570
	Iteration 33Q: 3 clusters Score -405574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -405580.750000 Penalty: 4096.434570
	Iteration 34Q: 3 clusters Score -405580.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -405589.375000 Penalty: 4096.434570
	Iteration 35Q: 3 clusters Score -405589.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -405592.281250 Penalty: 4096.434570
	Iteration 36Q: 3 clusters Score -405592.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -405595.625000 Penalty: 4096.434570
	Iteration 37Q: 3 clusters Score -405595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -405598.250000 Penalty: 4096.434570
	Iteration 38Q: 3 clusters Score -405598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -405598.250000 Penalty: 4096.434570
	Iteration 39F: 3 clusters Score -405598.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Entering Unmasked Estep 
Score: -70582.984375 Penalty: 1640.451904
	Iteration 0F: 2 clusters Score -70582.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68852.945312 Penalty: 3280.903809
	Iteration 0F: 3 clusters Score -68852.95 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69139.484375 Penalty: 3280.903809
	Iteration 1F: 3 clusters Score -69139.48 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69257.703125 Penalty: 3280.903809
	Iteration 2F: 3 clusters Score -69257.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69302.281250 Penalty: 3280.903809
	Iteration 3Q: 3 clusters Score -69302.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69330.531250 Penalty: 3280.903809
	Iteration 4Q: 3 clusters Score -69330.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -69363.554688 Penalty: 3280.903809
	Iteration 5Q: 3 clusters Score -69363.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -69406.960938 Penalty: 3280.903809
	Iteration 6Q: 3 clusters Score -69406.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69462.414062 Penalty: 3280.903809
	Iteration 7Q: 3 clusters Score -69462.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69575.343750 Penalty: 3280.903809
	Iteration 8Q: 3 clusters Score -69575.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69731.929688 Penalty: 3280.903809
	Iteration 9Q: 3 clusters Score -69731.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69870.382812 Penalty: 3280.903809
	Iteration 10Q: 3 clusters Score -69870.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69941.453125 Penalty: 3280.903809
	Iteration 11Q: 3 clusters Score -69941.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69982.070312 Penalty: 3280.903809
	Iteration 12Q: 3 clusters Score -69982.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70015.054688 Penalty: 3280.903809
	Iteration 13Q: 3 clusters Score -70015.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70041.312500 Penalty: 3280.903809
	Iteration 14Q: 3 clusters Score -70041.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -70071.945312 Penalty: 3280.903809
	Iteration 15Q: 3 clusters Score -70071.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -70111.757812 Penalty: 3280.903809
	Iteration 16Q: 3 clusters Score -70111.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70132.921875 Penalty: 3280.903809
	Iteration 17Q: 3 clusters Score -70132.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -70159.781250 Penalty: 3280.903809
	Iteration 18Q: 3 clusters Score -70159.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70166.875000 Penalty: 3280.903809
	Iteration 19Q: 3 clusters Score -70166.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -70169.804688 Penalty: 3280.903809
	Iteration 20F: 3 clusters Score -70169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -70172.929688 Penalty: 3280.903809
	Iteration 21Q: 3 clusters Score -70172.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70187.812500 Penalty: 3280.903809
	Iteration 22Q: 3 clusters Score -70187.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -70202.820312 Penalty: 3280.903809
	Iteration 23Q: 3 clusters Score -70202.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -70219.257812 Penalty: 3280.903809
	Iteration 24Q: 3 clusters Score -70219.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -70224.187500 Penalty: 3280.903809
	Iteration 25Q: 3 clusters Score -70224.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -70230.703125 Penalty: 3280.903809
	Iteration 26Q: 3 clusters Score -70230.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -70247.328125 Penalty: 3280.903809
	Iteration 27Q: 3 clusters Score -70247.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -70266.265625 Penalty: 3280.903809
	Iteration 28Q: 3 clusters Score -70266.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -70273.062500 Penalty: 3280.903809
	Iteration 29Q: 3 clusters Score -70273.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70289.906250 Penalty: 3280.903809
	Iteration 30Q: 3 clusters Score -70289.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -70337.359375 Penalty: 3280.903809
	Iteration 31Q: 3 clusters Score -70337.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -70397.648438 Penalty: 3280.903809
	Iteration 32Q: 3 clusters Score -70397.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -70466.359375 Penalty: 3280.903809
	Iteration 33Q: 3 clusters Score -70466.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -70486.171875 Penalty: 3280.903809
	Iteration 34Q: 3 clusters Score -70486.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -70517.765625 Penalty: 3280.903809
	Iteration 35Q: 3 clusters Score -70517.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -70530.835938 Penalty: 3280.903809
	Iteration 36Q: 3 clusters Score -70530.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -70552.296875 Penalty: 3280.903809
	Iteration 37Q: 3 clusters Score -70552.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -70586.695312 Penalty: 3280.903809
	Iteration 38Q: 3 clusters Score -70586.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -70608.890625 Penalty: 3280.903809
	Iteration 39Q: 3 clusters Score -70608.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -70610.453125 Penalty: 3280.903809
	Iteration 40F: 3 clusters Score -70610.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70611.992188 Penalty: 3280.903809
	Iteration 41Q: 3 clusters Score -70611.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -70611.992188 Penalty: 3280.903809
	Iteration 42F: 3 clusters Score -70611.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24557 members 
Mstep: Class 4 contains 26054 members 
Mstep: Class 5 contains 23628 members 
Mstep: Class 6 contains 298496 members 
Mstep: Class 7 contains 111894 members 
Mstep: Class 8 contains 22432 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 266 members 
Mstep: Class 11 contains 156930 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1425 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53069 members 
Mstep: Class 21 contains 18411 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 480 members 
Entering Unmasked Estep 
Score: -98129896.000000 Penalty: 81609.500000
Splitting cluster 10 changes total score from -98131608.000000 to -98129896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (156930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156930 members 
Entering Unmasked Estep 
Score: -17429660.000000 Penalty: 2966.961670
	Iteration 0F: 2 clusters Score -1.742966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 78424 members 
Entering Unmasked Estep 
Score: -17325050.000000 Penalty: 5933.923340
	Iteration 0F: 3 clusters Score -1.732505e+07 nChanged 74870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78798 members 
Mstep: Class 2 contains 78132 members 
Entering Unmasked Estep 
Score: -17368218.000000 Penalty: 5933.923340
	Iteration 1F: 3 clusters Score -1.736822e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 77693 members 
Entering Unmasked Estep 
Score: -17369074.000000 Penalty: 5933.923340
	Iteration 2Q: 3 clusters Score -1.736907e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79893 members 
Mstep: Class 2 contains 77037 members 
Entering Unmasked Estep 
Score: -17370204.000000 Penalty: 5933.923340
	Iteration 3Q: 3 clusters Score -1.73702e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 75921 members 
Entering Unmasked Estep 
Score: -17371720.000000 Penalty: 5933.923340
	Iteration 4Q: 3 clusters Score -1.737172e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82614 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -17373530.000000 Penalty: 5933.923340
	Iteration 5Q: 3 clusters Score -1.737353e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84717 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -17376420.000000 Penalty: 5933.923340
	Iteration 6Q: 3 clusters Score -1.737642e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87368 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -17379870.000000 Penalty: 5933.923340
	Iteration 7Q: 3 clusters Score -1.737987e+07 nChanged 7786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 66482 members 
Entering Unmasked Estep 
Score: -17383554.000000 Penalty: 5933.923340
	Iteration 8Q: 3 clusters Score -1.738355e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93896 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -17387604.000000 Penalty: 5933.923340
	Iteration 9F: 3 clusters Score -1.73876e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97615 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -17391782.000000 Penalty: 5933.923340
	Iteration 10F: 3 clusters Score -1.739178e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101263 members 
Mstep: Class 2 contains 55667 members 
Entering Unmasked Estep 
Score: -17395876.000000 Penalty: 5933.923340
	Iteration 11Q: 3 clusters Score -1.739588e+07 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104684 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -17400222.000000 Penalty: 5933.923340
	Iteration 12Q: 3 clusters Score -1.740022e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107818 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -17403822.000000 Penalty: 5933.923340
	Iteration 13Q: 3 clusters Score -1.740382e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110637 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -17406152.000000 Penalty: 5933.923340
	Iteration 14Q: 3 clusters Score -1.740615e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113255 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -17407672.000000 Penalty: 5933.923340
	Iteration 15Q: 3 clusters Score -1.740767e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115903 members 
Mstep: Class 2 contains 41027 members 
Entering Unmasked Estep 
Score: -17408798.000000 Penalty: 5933.923340
	Iteration 16Q: 3 clusters Score -1.74088e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118543 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -17409820.000000 Penalty: 5933.923340
	Iteration 17Q: 3 clusters Score -1.740982e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121219 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -17410716.000000 Penalty: 5933.923340
	Iteration 18Q: 3 clusters Score -1.741072e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123981 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -17411644.000000 Penalty: 5933.923340
	Iteration 19Q: 3 clusters Score -1.741164e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126762 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -17412638.000000 Penalty: 5933.923340
	Iteration 20F: 3 clusters Score -1.741264e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129681 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -17413764.000000 Penalty: 5933.923340
	Iteration 21Q: 3 clusters Score -1.741376e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132588 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -17414970.000000 Penalty: 5933.923340
	Iteration 22Q: 3 clusters Score -1.741497e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135577 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -17416186.000000 Penalty: 5933.923340
	Iteration 23Q: 3 clusters Score -1.741619e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138516 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -17417518.000000 Penalty: 5933.923340
	Iteration 24Q: 3 clusters Score -1.741752e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141322 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -17418976.000000 Penalty: 5933.923340
	Iteration 25Q: 3 clusters Score -1.741898e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144041 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -17420420.000000 Penalty: 5933.923340
	Iteration 26Q: 3 clusters Score -1.742042e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146446 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -17421598.000000 Penalty: 5933.923340
	Iteration 27Q: 3 clusters Score -1.74216e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148575 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -17422960.000000 Penalty: 5933.923340
	Iteration 28Q: 3 clusters Score -1.742296e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150417 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -17423996.000000 Penalty: 5933.923340
	Iteration 29Q: 3 clusters Score -1.7424e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151834 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -17424814.000000 Penalty: 5933.923340
	Iteration 30Q: 3 clusters Score -1.742481e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152931 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -17425374.000000 Penalty: 5933.923340
	Iteration 31Q: 3 clusters Score -1.742537e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153780 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -17425816.000000 Penalty: 5933.923340
	Iteration 32Q: 3 clusters Score -1.742582e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154438 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -17426170.000000 Penalty: 5933.923340
	Iteration 33Q: 3 clusters Score -1.742617e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154930 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -17426424.000000 Penalty: 5933.923340
	Iteration 34Q: 3 clusters Score -1.742642e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155284 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -17426658.000000 Penalty: 5933.923340
	Iteration 35Q: 3 clusters Score -1.742666e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155554 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -17426798.000000 Penalty: 5933.923340
	Iteration 36Q: 3 clusters Score -1.74268e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155734 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -17426930.000000 Penalty: 5933.923340
	Iteration 37Q: 3 clusters Score -1.742693e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155881 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -17427000.000000 Penalty: 5933.923340
	Iteration 38Q: 3 clusters Score -1.7427e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155980 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -17427072.000000 Penalty: 5933.923340
	Iteration 39Q: 3 clusters Score -1.742707e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156049 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -17427156.000000 Penalty: 5933.923340
	Iteration 40F: 3 clusters Score -1.742716e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156090 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -17427164.000000 Penalty: 5933.923340
	Iteration 41Q: 3 clusters Score -1.742716e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156117 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -17427186.000000 Penalty: 5933.923340
	Iteration 42Q: 3 clusters Score -1.742719e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156138 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -17427210.000000 Penalty: 5933.923340
	Iteration 43Q: 3 clusters Score -1.742721e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156156 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -17427214.000000 Penalty: 5933.923340
	Iteration 44Q: 3 clusters Score -1.742721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156168 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -17427232.000000 Penalty: 5933.923340
	Iteration 45Q: 3 clusters Score -1.742723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156173 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -17427232.000000 Penalty: 5933.923340
	Iteration 46Q: 3 clusters Score -1.742723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156185 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -17427230.000000 Penalty: 5933.923340
	Iteration 47Q: 3 clusters Score -1.742723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156194 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -17427246.000000 Penalty: 5933.923340
	Iteration 48Q: 3 clusters Score -1.742725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156200 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -17427244.000000 Penalty: 5933.923340
	Iteration 49Q: 3 clusters Score -1.742724e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156207 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -17427238.000000 Penalty: 5933.923340
	Iteration 50Q: 3 clusters Score -1.742724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156210 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -17427238.000000 Penalty: 5933.923340
	Iteration 51Q: 3 clusters Score -1.742724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156211 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -17427234.000000 Penalty: 5933.923340
	Iteration 52Q: 3 clusters Score -1.742723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156214 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -17427226.000000 Penalty: 5933.923340
	Iteration 53Q: 3 clusters Score -1.742723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156216 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -17427230.000000 Penalty: 5933.923340
	Iteration 54Q: 3 clusters Score -1.742723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156219 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -17427234.000000 Penalty: 5933.923340
	Iteration 55Q: 3 clusters Score -1.742723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156220 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -17427228.000000 Penalty: 5933.923340
	Iteration 56Q: 3 clusters Score -1.742723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156221 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -17427226.000000 Penalty: 5933.923340
	Iteration 57Q: 3 clusters Score -1.742723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156221 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -17427226.000000 Penalty: 5933.923340
	Iteration 58F: 3 clusters Score -1.742723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Entering Unmasked Estep 
Score: -4594985.000000 Penalty: 2642.053223
	Iteration 0F: 2 clusters Score -4594985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -4566409.000000 Penalty: 5284.106445
	Iteration 0F: 3 clusters Score -4566409 nChanged 19364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -4577097.500000 Penalty: 5284.106445
	Iteration 1F: 3 clusters Score -4577098 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4577540.000000 Penalty: 5284.106445
	Iteration 2Q: 3 clusters Score -4577540 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -4577914.500000 Penalty: 5284.106445
	Iteration 3Q: 3 clusters Score -4577914 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -4578249.000000 Penalty: 5284.106445
	Iteration 4Q: 3 clusters Score -4578249 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -4578652.000000 Penalty: 5284.106445
	Iteration 5Q: 3 clusters Score -4578652 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -4579217.500000 Penalty: 5284.106445
	Iteration 6Q: 3 clusters Score -4579218 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -4579925.500000 Penalty: 5284.106445
	Iteration 7Q: 3 clusters Score -4579926 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -4581078.500000 Penalty: 5284.106445
	Iteration 8F: 3 clusters Score -4581078 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -4582769.000000 Penalty: 5284.106445
	Iteration 9F: 3 clusters Score -4582769 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -4585175.500000 Penalty: 5284.106445
	Iteration 10F: 3 clusters Score -4585176 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -4587950.500000 Penalty: 5284.106445
	Iteration 11F: 3 clusters Score -4587950 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -4590227.000000 Penalty: 5284.106445
	Iteration 12F: 3 clusters Score -4590227 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -4591607.500000 Penalty: 5284.106445
	Iteration 13Q: 3 clusters Score -4591608 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -4592299.500000 Penalty: 5284.106445
	Iteration 14Q: 3 clusters Score -4592300 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -4592591.000000 Penalty: 5284.106445
	Iteration 15Q: 3 clusters Score -4592591 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -4592684.000000 Penalty: 5284.106445
	Iteration 16Q: 3 clusters Score -4592684 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -4592748.500000 Penalty: 5284.106445
	Iteration 17Q: 3 clusters Score -4592748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -4592786.500000 Penalty: 5284.106445
	Iteration 18Q: 3 clusters Score -4592786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -4592812.500000 Penalty: 5284.106445
	Iteration 19Q: 3 clusters Score -4592812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -4592820.500000 Penalty: 5284.106445
	Iteration 20F: 3 clusters Score -4592820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -4592825.500000 Penalty: 5284.106445
	Iteration 21Q: 3 clusters Score -4592826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -4592833.000000 Penalty: 5284.106445
	Iteration 22Q: 3 clusters Score -4592833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -4592838.000000 Penalty: 5284.106445
	Iteration 23Q: 3 clusters Score -4592838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -4592838.000000 Penalty: 5284.106445
	Iteration 24F: 3 clusters Score -4592838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Entering Unmasked Estep 
Score: -290302.656250 Penalty: 1953.218018
	Iteration 0F: 2 clusters Score -290302.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -287258.562500 Penalty: 3906.436035
	Iteration 0F: 3 clusters Score -287258.6 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -287810.531250 Penalty: 3906.436035
	Iteration 1F: 3 clusters Score -287810.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -287967.281250 Penalty: 3906.436035
	Iteration 2F: 3 clusters Score -287967.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -288067.687500 Penalty: 3906.436035
	Iteration 3Q: 3 clusters Score -288067.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -288119.906250 Penalty: 3906.436035
	Iteration 4Q: 3 clusters Score -288119.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -288154.250000 Penalty: 3906.436035
	Iteration 5Q: 3 clusters Score -288154.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -288185.937500 Penalty: 3906.436035
	Iteration 6Q: 3 clusters Score -288185.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -288214.750000 Penalty: 3906.436035
	Iteration 7Q: 3 clusters Score -288214.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -288239.093750 Penalty: 3906.436035
	Iteration 8Q: 3 clusters Score -288239.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -288264.031250 Penalty: 3906.436035
	Iteration 9Q: 3 clusters Score -288264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -288282.062500 Penalty: 3906.436035
	Iteration 10Q: 3 clusters Score -288282.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -288299.218750 Penalty: 3906.436035
	Iteration 11Q: 3 clusters Score -288299.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -288323.562500 Penalty: 3906.436035
	Iteration 12Q: 3 clusters Score -288323.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -288342.937500 Penalty: 3906.436035
	Iteration 13Q: 3 clusters Score -288342.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -288359.218750 Penalty: 3906.436035
	Iteration 14Q: 3 clusters Score -288359.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -288374.718750 Penalty: 3906.436035
	Iteration 15Q: 3 clusters Score -288374.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -288387.406250 Penalty: 3906.436035
	Iteration 16Q: 3 clusters Score -288387.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -288408.625000 Penalty: 3906.436035
	Iteration 17Q: 3 clusters Score -288408.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -288426.968750 Penalty: 3906.436035
	Iteration 18Q: 3 clusters Score -288427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -288451.312500 Penalty: 3906.436035
	Iteration 19Q: 3 clusters Score -288451.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -288495.218750 Penalty: 3906.436035
	Iteration 20F: 3 clusters Score -288495.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -288561.062500 Penalty: 3906.436035
	Iteration 21Q: 3 clusters Score -288561.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -288626.187500 Penalty: 3906.436035
	Iteration 22Q: 3 clusters Score -288626.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -288681.125000 Penalty: 3906.436035
	Iteration 23Q: 3 clusters Score -288681.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -288723.468750 Penalty: 3906.436035
	Iteration 24Q: 3 clusters Score -288723.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -288778.906250 Penalty: 3906.436035
	Iteration 25Q: 3 clusters Score -288778.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -288841.062500 Penalty: 3906.436035
	Iteration 26Q: 3 clusters Score -288841.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -288931.437500 Penalty: 3906.436035
	Iteration 27Q: 3 clusters Score -288931.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -289045.687500 Penalty: 3906.436035
	Iteration 28Q: 3 clusters Score -289045.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -289165.156250 Penalty: 3906.436035
	Iteration 29Q: 3 clusters Score -289165.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -289267.531250 Penalty: 3906.436035
	Iteration 30Q: 3 clusters Score -289267.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -289373.031250 Penalty: 3906.436035
	Iteration 31Q: 3 clusters Score -289373 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -289530.250000 Penalty: 3906.436035
	Iteration 32Q: 3 clusters Score -289530.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -289669.437500 Penalty: 3906.436035
	Iteration 33Q: 3 clusters Score -289669.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -289730.218750 Penalty: 3906.436035
	Iteration 34Q: 3 clusters Score -289730.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -289754.406250 Penalty: 3906.436035
	Iteration 35Q: 3 clusters Score -289754.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -289770.750000 Penalty: 3906.436035
	Iteration 36Q: 3 clusters Score -289770.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -289780.281250 Penalty: 3906.436035
	Iteration 37Q: 3 clusters Score -289780.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -289784.875000 Penalty: 3906.436035
	Iteration 38Q: 3 clusters Score -289784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -289788.375000 Penalty: 3906.436035
	Iteration 39Q: 3 clusters Score -289788.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -289789.406250 Penalty: 3906.436035
	Iteration 40F: 3 clusters Score -289789.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -289790.093750 Penalty: 3906.436035
	Iteration 41Q: 3 clusters Score -289790.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -289790.093750 Penalty: 3906.436035
	Iteration 42F: 3 clusters Score -289790.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Entering Unmasked Estep 
Score: -1247997.250000 Penalty: 2314.276855
	Iteration 0F: 2 clusters Score -1247997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1239424.375000 Penalty: 4628.553711
	Iteration 0F: 3 clusters Score -1239424 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1242116.875000 Penalty: 4628.553711
	Iteration 1F: 3 clusters Score -1242117 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1242573.750000 Penalty: 4628.553711
	Iteration 2F: 3 clusters Score -1242574 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1243101.375000 Penalty: 4628.553711
	Iteration 3F: 3 clusters Score -1243101 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1243666.750000 Penalty: 4628.553711
	Iteration 4F: 3 clusters Score -1243667 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1244262.750000 Penalty: 4628.553711
	Iteration 5F: 3 clusters Score -1244263 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1244826.875000 Penalty: 4628.553711
	Iteration 6F: 3 clusters Score -1244827 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1245333.375000 Penalty: 4628.553711
	Iteration 7F: 3 clusters Score -1245333 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1245702.000000 Penalty: 4628.553711
	Iteration 8Q: 3 clusters Score -1245702 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1245992.375000 Penalty: 4628.553711
	Iteration 9Q: 3 clusters Score -1245992 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1246174.250000 Penalty: 4628.553711
	Iteration 10Q: 3 clusters Score -1246174 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1246279.750000 Penalty: 4628.553711
	Iteration 11Q: 3 clusters Score -1246280 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1246331.875000 Penalty: 4628.553711
	Iteration 12Q: 3 clusters Score -1246332 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1246358.875000 Penalty: 4628.553711
	Iteration 13Q: 3 clusters Score -1246359 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1246373.500000 Penalty: 4628.553711
	Iteration 14Q: 3 clusters Score -1246374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1246383.375000 Penalty: 4628.553711
	Iteration 15Q: 3 clusters Score -1246383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1246389.125000 Penalty: 4628.553711
	Iteration 16Q: 3 clusters Score -1246389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1246397.750000 Penalty: 4628.553711
	Iteration 17Q: 3 clusters Score -1246398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1246402.250000 Penalty: 4628.553711
	Iteration 18Q: 3 clusters Score -1246402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1246402.875000 Penalty: 4628.553711
	Iteration 19Q: 3 clusters Score -1246403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1246404.625000 Penalty: 4628.553711
	Iteration 20F: 3 clusters Score -1246405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1246407.250000 Penalty: 4628.553711
	Iteration 21Q: 3 clusters Score -1246407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1246413.875000 Penalty: 4628.553711
	Iteration 22Q: 3 clusters Score -1246414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1246410.750000 Penalty: 4628.553711
	Iteration 23Q: 3 clusters Score -1246411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1246413.625000 Penalty: 4628.553711
	Iteration 24Q: 3 clusters Score -1246414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1246412.875000 Penalty: 4628.553711
	Iteration 25Q: 3 clusters Score -1246413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1246412.125000 Penalty: 4628.553711
	Iteration 26Q: 3 clusters Score -1246412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1246412.125000 Penalty: 4628.553711
	Iteration 27F: 3 clusters Score -1246412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -134763.593750 Penalty: 1779.141602
	Iteration 0F: 2 clusters Score -134763.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -132582.593750 Penalty: 3558.283203
	Iteration 0F: 3 clusters Score -132582.6 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -132967.640625 Penalty: 3558.283203
	Iteration 1F: 3 clusters Score -132967.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -133152.875000 Penalty: 3558.283203
	Iteration 2F: 3 clusters Score -133152.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -133293.875000 Penalty: 3558.283203
	Iteration 3F: 3 clusters Score -133293.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -133385.812500 Penalty: 3558.283203
	Iteration 4Q: 3 clusters Score -133385.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -133459.218750 Penalty: 3558.283203
	Iteration 5Q: 3 clusters Score -133459.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -133566.203125 Penalty: 3558.283203
	Iteration 6Q: 3 clusters Score -133566.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -133686.578125 Penalty: 3558.283203
	Iteration 7Q: 3 clusters Score -133686.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -133810.250000 Penalty: 3558.283203
	Iteration 8Q: 3 clusters Score -133810.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -133931.968750 Penalty: 3558.283203
	Iteration 9Q: 3 clusters Score -133932 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -134015.593750 Penalty: 3558.283203
	Iteration 10Q: 3 clusters Score -134015.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -134069.156250 Penalty: 3558.283203
	Iteration 11Q: 3 clusters Score -134069.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -134097.984375 Penalty: 3558.283203
	Iteration 12Q: 3 clusters Score -134098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -134112.078125 Penalty: 3558.283203
	Iteration 13Q: 3 clusters Score -134112.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -134118.515625 Penalty: 3558.283203
	Iteration 14Q: 3 clusters Score -134118.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -134122.984375 Penalty: 3558.283203
	Iteration 15Q: 3 clusters Score -134123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -134128.046875 Penalty: 3558.283203
	Iteration 16Q: 3 clusters Score -134128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -134130.000000 Penalty: 3558.283203
	Iteration 17Q: 3 clusters Score -134130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -134132.937500 Penalty: 3558.283203
	Iteration 18Q: 3 clusters Score -134132.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -134132.937500 Penalty: 3558.283203
	Iteration 19F: 3 clusters Score -134132.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Entering Unmasked Estep 
Score: -466393.906250 Penalty: 2108.666748
	Iteration 0F: 2 clusters Score -466393.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -461981.937500 Penalty: 4217.333496
	Iteration 0F: 3 clusters Score -461981.9 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -463233.750000 Penalty: 4217.333496
	Iteration 1F: 3 clusters Score -463233.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -463628.000000 Penalty: 4217.333496
	Iteration 2F: 3 clusters Score -463628 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -464004.937500 Penalty: 4217.333496
	Iteration 3F: 3 clusters Score -464004.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -464381.812500 Penalty: 4217.333496
	Iteration 4F: 3 clusters Score -464381.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -464654.281250 Penalty: 4217.333496
	Iteration 5F: 3 clusters Score -464654.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -464877.468750 Penalty: 4217.333496
	Iteration 6Q: 3 clusters Score -464877.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -465067.437500 Penalty: 4217.333496
	Iteration 7Q: 3 clusters Score -465067.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -465200.062500 Penalty: 4217.333496
	Iteration 8Q: 3 clusters Score -465200.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -465277.625000 Penalty: 4217.333496
	Iteration 9Q: 3 clusters Score -465277.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -465324.687500 Penalty: 4217.333496
	Iteration 10Q: 3 clusters Score -465324.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -465357.156250 Penalty: 4217.333496
	Iteration 11Q: 3 clusters Score -465357.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -465381.968750 Penalty: 4217.333496
	Iteration 12Q: 3 clusters Score -465382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -465399.937500 Penalty: 4217.333496
	Iteration 13Q: 3 clusters Score -465399.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -465416.437500 Penalty: 4217.333496
	Iteration 14Q: 3 clusters Score -465416.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -465449.031250 Penalty: 4217.333496
	Iteration 15Q: 3 clusters Score -465449 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -465490.937500 Penalty: 4217.333496
	Iteration 16Q: 3 clusters Score -465490.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -465526.531250 Penalty: 4217.333496
	Iteration 17Q: 3 clusters Score -465526.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -465551.437500 Penalty: 4217.333496
	Iteration 18Q: 3 clusters Score -465551.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -465564.156250 Penalty: 4217.333496
	Iteration 19Q: 3 clusters Score -465564.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -465570.375000 Penalty: 4217.333496
	Iteration 20F: 3 clusters Score -465570.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -465577.625000 Penalty: 4217.333496
	Iteration 21Q: 3 clusters Score -465577.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -465584.156250 Penalty: 4217.333496
	Iteration 22Q: 3 clusters Score -465584.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -465586.468750 Penalty: 4217.333496
	Iteration 23Q: 3 clusters Score -465586.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -465589.312500 Penalty: 4217.333496
	Iteration 24Q: 3 clusters Score -465589.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -465591.750000 Penalty: 4217.333496
	Iteration 25Q: 3 clusters Score -465591.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -465594.031250 Penalty: 4217.333496
	Iteration 26Q: 3 clusters Score -465594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -465595.125000 Penalty: 4217.333496
	Iteration 27Q: 3 clusters Score -465595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -465596.218750 Penalty: 4217.333496
	Iteration 28Q: 3 clusters Score -465596.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -465596.750000 Penalty: 4217.333496
	Iteration 29Q: 3 clusters Score -465596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -465598.531250 Penalty: 4217.333496
	Iteration 30Q: 3 clusters Score -465598.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -465598.187500 Penalty: 4217.333496
	Iteration 31Q: 3 clusters Score -465598.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -465600.375000 Penalty: 4217.333496
	Iteration 32Q: 3 clusters Score -465600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -465601.156250 Penalty: 4217.333496
	Iteration 33Q: 3 clusters Score -465601.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -465602.500000 Penalty: 4217.333496
	Iteration 34Q: 3 clusters Score -465602.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -465602.875000 Penalty: 4217.333496
	Iteration 35Q: 3 clusters Score -465602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -465604.281250 Penalty: 4217.333496
	Iteration 36Q: 3 clusters Score -465604.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -465603.968750 Penalty: 4217.333496
	Iteration 37Q: 3 clusters Score -465604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -465604.500000 Penalty: 4217.333496
	Iteration 38Q: 3 clusters Score -465604.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -465604.437500 Penalty: 4217.333496
	Iteration 39Q: 3 clusters Score -465604.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -465604.437500 Penalty: 4217.333496
	Iteration 40F: 3 clusters Score -465604.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -120132.867188 Penalty: 1800.957886
	Iteration 0F: 2 clusters Score -120132.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -118004.484375 Penalty: 3601.915771
	Iteration 0F: 3 clusters Score -118004.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -118835.343750 Penalty: 3601.915771
	Iteration 1F: 3 clusters Score -118835.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -119703.273438 Penalty: 3601.915771
	Iteration 2F: 3 clusters Score -119703.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -121038.312500 Penalty: 3601.915771
	Iteration 3F: 3 clusters Score -121038.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -122428.992188 Penalty: 3601.915771
	Iteration 4F: 3 clusters Score -122429 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -123294.187500 Penalty: 3601.915771
	Iteration 5Q: 3 clusters Score -123294.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -123544.914062 Penalty: 3601.915771
	Iteration 6Q: 3 clusters Score -123544.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -123752.835938 Penalty: 3601.915771
	Iteration 7Q: 3 clusters Score -123752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -123754.320312 Penalty: 3601.915771
	Iteration 8Q: 3 clusters Score -123754.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -123754.320312 Penalty: 3601.915771
	Iteration 9F: 3 clusters Score -123754.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24557 members 
Mstep: Class 4 contains 26054 members 
Mstep: Class 5 contains 23628 members 
Mstep: Class 6 contains 298496 members 
Mstep: Class 7 contains 111894 members 
Mstep: Class 8 contains 22432 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156930 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 1233 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53069 members 
Mstep: Class 21 contains 18411 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Entering Unmasked Estep 
Score: -98133712.000000 Penalty: 81609.500000
Splitting cluster 17 changes total score from -98131608.000000 to -98133712.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -120307.773438 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -120307.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -118174.296875 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -118174.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -118717.117188 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -118717.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -119110.289062 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -119110.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -119451.476562 Penalty: 3530.134033
	Iteration 3F: 3 clusters Score -119451.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -119911.242188 Penalty: 3530.134033
	Iteration 4F: 3 clusters Score -119911.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -120514.390625 Penalty: 3530.134033
	Iteration 5F: 3 clusters Score -120514.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -121160.039062 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -121160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -121768.187500 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -121768.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121986.882812 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -121986.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -122103.421875 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -122103.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -122135.601562 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -122135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -122150.257812 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -122150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -122152.781250 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -122152.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -122152.781250 Penalty: 3530.134033
	Iteration 13F: 3 clusters Score -122152.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24557 members 
Mstep: Class 4 contains 26054 members 
Mstep: Class 5 contains 23628 members 
Mstep: Class 6 contains 298496 members 
Mstep: Class 7 contains 111894 members 
Mstep: Class 8 contains 22432 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156930 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 672 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53069 members 
Mstep: Class 21 contains 18411 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 561 members 
Entering Unmasked Estep 
Score: -98133928.000000 Penalty: 85009.898438
Splitting cluster 18 changes total score from -98131608.000000 to -98133928.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (10385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Entering Unmasked Estep 
Score: -1162042.500000 Penalty: 2293.533203
	Iteration 0F: 2 clusters Score -1162042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1154112.250000 Penalty: 4587.066406
	Iteration 0F: 3 clusters Score -1154112 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1156379.250000 Penalty: 4587.066406
	Iteration 1F: 3 clusters Score -1156379 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1156695.125000 Penalty: 4587.066406
	Iteration 2F: 3 clusters Score -1156695 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1156938.500000 Penalty: 4587.066406
	Iteration 3F: 3 clusters Score -1156938 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1157141.375000 Penalty: 4587.066406
	Iteration 4Q: 3 clusters Score -1157141 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1157290.875000 Penalty: 4587.066406
	Iteration 5Q: 3 clusters Score -1157291 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1157453.625000 Penalty: 4587.066406
	Iteration 6Q: 3 clusters Score -1157454 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1157679.875000 Penalty: 4587.066406
	Iteration 7Q: 3 clusters Score -1157680 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1157957.000000 Penalty: 4587.066406
	Iteration 8Q: 3 clusters Score -1157957 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1158312.625000 Penalty: 4587.066406
	Iteration 9Q: 3 clusters Score -1158313 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1158713.500000 Penalty: 4587.066406
	Iteration 10Q: 3 clusters Score -1158714 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1159092.250000 Penalty: 4587.066406
	Iteration 11Q: 3 clusters Score -1159092 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1159425.750000 Penalty: 4587.066406
	Iteration 12Q: 3 clusters Score -1159426 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1159729.000000 Penalty: 4587.066406
	Iteration 13Q: 3 clusters Score -1159729 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1159941.125000 Penalty: 4587.066406
	Iteration 14Q: 3 clusters Score -1159941 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1160113.875000 Penalty: 4587.066406
	Iteration 15Q: 3 clusters Score -1160114 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1160224.250000 Penalty: 4587.066406
	Iteration 16Q: 3 clusters Score -1160224 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1160285.250000 Penalty: 4587.066406
	Iteration 17Q: 3 clusters Score -1160285 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1160328.500000 Penalty: 4587.066406
	Iteration 18Q: 3 clusters Score -1160328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1160366.375000 Penalty: 4587.066406
	Iteration 19Q: 3 clusters Score -1160366 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1160398.500000 Penalty: 4587.066406
	Iteration 20F: 3 clusters Score -1160398 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1160421.000000 Penalty: 4587.066406
	Iteration 21Q: 3 clusters Score -1160421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1160448.500000 Penalty: 4587.066406
	Iteration 22Q: 3 clusters Score -1160448 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1160464.875000 Penalty: 4587.066406
	Iteration 23Q: 3 clusters Score -1160465 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1160479.250000 Penalty: 4587.066406
	Iteration 24Q: 3 clusters Score -1160479 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1160492.250000 Penalty: 4587.066406
	Iteration 25Q: 3 clusters Score -1160492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1160501.000000 Penalty: 4587.066406
	Iteration 26Q: 3 clusters Score -1160501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1160505.500000 Penalty: 4587.066406
	Iteration 27Q: 3 clusters Score -1160506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1160512.125000 Penalty: 4587.066406
	Iteration 28Q: 3 clusters Score -1160512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1160521.875000 Penalty: 4587.066406
	Iteration 29Q: 3 clusters Score -1160522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1160532.500000 Penalty: 4587.066406
	Iteration 30Q: 3 clusters Score -1160532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1160536.500000 Penalty: 4587.066406
	Iteration 31Q: 3 clusters Score -1160536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1160543.750000 Penalty: 4587.066406
	Iteration 32Q: 3 clusters Score -1160544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1160546.250000 Penalty: 4587.066406
	Iteration 33Q: 3 clusters Score -1160546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1160549.000000 Penalty: 4587.066406
	Iteration 34Q: 3 clusters Score -1160549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1160551.875000 Penalty: 4587.066406
	Iteration 35Q: 3 clusters Score -1160552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1160552.250000 Penalty: 4587.066406
	Iteration 36Q: 3 clusters Score -1160552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1160553.125000 Penalty: 4587.066406
	Iteration 37Q: 3 clusters Score -1160553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1160550.750000 Penalty: 4587.066406
	Iteration 38Q: 3 clusters Score -1160551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1160551.625000 Penalty: 4587.066406
	Iteration 39Q: 3 clusters Score -1160552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1160551.750000 Penalty: 4587.066406
	Iteration 40F: 3 clusters Score -1160552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1160553.000000 Penalty: 4587.066406
	Iteration 41Q: 3 clusters Score -1160553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1160552.375000 Penalty: 4587.066406
	Iteration 42Q: 3 clusters Score -1160552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1160553.625000 Penalty: 4587.066406
	Iteration 43Q: 3 clusters Score -1160554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1160553.625000 Penalty: 4587.066406
	Iteration 44F: 3 clusters Score -1160554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Entering Unmasked Estep 
Score: -5991395.000000 Penalty: 2698.078369
	Iteration 0F: 2 clusters Score -5991395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -5955657.000000 Penalty: 5396.156738
	Iteration 0F: 3 clusters Score -5955657 nChanged 24811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -5969464.500000 Penalty: 5396.156738
	Iteration 1F: 3 clusters Score -5969464 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -5970023.000000 Penalty: 5396.156738
	Iteration 2Q: 3 clusters Score -5970023 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -5970757.000000 Penalty: 5396.156738
	Iteration 3Q: 3 clusters Score -5970757 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -5971803.500000 Penalty: 5396.156738
	Iteration 4Q: 3 clusters Score -5971804 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -5973616.500000 Penalty: 5396.156738
	Iteration 5F: 3 clusters Score -5973616 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -5976402.500000 Penalty: 5396.156738
	Iteration 6F: 3 clusters Score -5976402 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -5980194.500000 Penalty: 5396.156738
	Iteration 7F: 3 clusters Score -5980194 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -5983998.500000 Penalty: 5396.156738
	Iteration 8F: 3 clusters Score -5983998 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5986701.500000 Penalty: 5396.156738
	Iteration 9F: 3 clusters Score -5986702 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5988014.500000 Penalty: 5396.156738
	Iteration 10Q: 3 clusters Score -5988014 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5988583.500000 Penalty: 5396.156738
	Iteration 11Q: 3 clusters Score -5988584 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5988799.000000 Penalty: 5396.156738
	Iteration 12Q: 3 clusters Score -5988799 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5988910.500000 Penalty: 5396.156738
	Iteration 13Q: 3 clusters Score -5988910 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5988946.000000 Penalty: 5396.156738
	Iteration 14Q: 3 clusters Score -5988946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5988963.500000 Penalty: 5396.156738
	Iteration 15Q: 3 clusters Score -5988964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5988983.000000 Penalty: 5396.156738
	Iteration 16Q: 3 clusters Score -5988983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5988996.000000 Penalty: 5396.156738
	Iteration 17Q: 3 clusters Score -5988996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5989018.500000 Penalty: 5396.156738
	Iteration 18Q: 3 clusters Score -5989018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5989020.000000 Penalty: 5396.156738
	Iteration 19Q: 3 clusters Score -5989020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5989026.500000 Penalty: 5396.156738
	Iteration 20F: 3 clusters Score -5989026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5989033.000000 Penalty: 5396.156738
	Iteration 21Q: 3 clusters Score -5989033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5989032.500000 Penalty: 5396.156738
	Iteration 22Q: 3 clusters Score -5989032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5989034.500000 Penalty: 5396.156738
	Iteration 23Q: 3 clusters Score -5989034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5989034.000000 Penalty: 5396.156738
	Iteration 24Q: 3 clusters Score -5989034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5989036.000000 Penalty: 5396.156738
	Iteration 25Q: 3 clusters Score -5989036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5989043.500000 Penalty: 5396.156738
	Iteration 26Q: 3 clusters Score -5989044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5989042.000000 Penalty: 5396.156738
	Iteration 27Q: 3 clusters Score -5989042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5989042.500000 Penalty: 5396.156738
	Iteration 28Q: 3 clusters Score -5989042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5989048.500000 Penalty: 5396.156738
	Iteration 29Q: 3 clusters Score -5989048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5989052.500000 Penalty: 5396.156738
	Iteration 30Q: 3 clusters Score -5989052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52734 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5989056.000000 Penalty: 5396.156738
	Iteration 31Q: 3 clusters Score -5989056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5989054.000000 Penalty: 5396.156738
	Iteration 32Q: 3 clusters Score -5989054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5989054.000000 Penalty: 5396.156738
	Iteration 33F: 3 clusters Score -5989054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Entering Unmasked Estep 
Score: -2097428.750000 Penalty: 2435.534424
	Iteration 0F: 2 clusters Score -2097429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2084377.375000 Penalty: 4871.068848
	Iteration 0F: 3 clusters Score -2084377 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2088721.375000 Penalty: 4871.068848
	Iteration 1F: 3 clusters Score -2088721 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2089083.125000 Penalty: 4871.068848
	Iteration 2F: 3 clusters Score -2089083 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2089384.375000 Penalty: 4871.068848
	Iteration 3Q: 3 clusters Score -2089384 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2089640.250000 Penalty: 4871.068848
	Iteration 4Q: 3 clusters Score -2089640 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2089921.375000 Penalty: 4871.068848
	Iteration 5Q: 3 clusters Score -2089921 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2090225.875000 Penalty: 4871.068848
	Iteration 6Q: 3 clusters Score -2090226 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2090581.125000 Penalty: 4871.068848
	Iteration 7Q: 3 clusters Score -2090581 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2091037.000000 Penalty: 4871.068848
	Iteration 8Q: 3 clusters Score -2091037 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2091647.500000 Penalty: 4871.068848
	Iteration 9F: 3 clusters Score -2091648 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2092395.625000 Penalty: 4871.068848
	Iteration 10F: 3 clusters Score -2092396 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2093192.625000 Penalty: 4871.068848
	Iteration 11F: 3 clusters Score -2093193 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2093896.875000 Penalty: 4871.068848
	Iteration 12Q: 3 clusters Score -2093897 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2094450.125000 Penalty: 4871.068848
	Iteration 13Q: 3 clusters Score -2094450 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2094859.250000 Penalty: 4871.068848
	Iteration 14Q: 3 clusters Score -2094859 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2095116.250000 Penalty: 4871.068848
	Iteration 15Q: 3 clusters Score -2095116 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2095262.125000 Penalty: 4871.068848
	Iteration 16Q: 3 clusters Score -2095262 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2095321.625000 Penalty: 4871.068848
	Iteration 17Q: 3 clusters Score -2095322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2095366.000000 Penalty: 4871.068848
	Iteration 18Q: 3 clusters Score -2095366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2095389.500000 Penalty: 4871.068848
	Iteration 19Q: 3 clusters Score -2095390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2095401.625000 Penalty: 4871.068848
	Iteration 20F: 3 clusters Score -2095402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2095416.375000 Penalty: 4871.068848
	Iteration 21Q: 3 clusters Score -2095416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2095436.250000 Penalty: 4871.068848
	Iteration 22Q: 3 clusters Score -2095436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2095443.500000 Penalty: 4871.068848
	Iteration 23Q: 3 clusters Score -2095444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2095453.625000 Penalty: 4871.068848
	Iteration 24Q: 3 clusters Score -2095454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2095458.250000 Penalty: 4871.068848
	Iteration 25Q: 3 clusters Score -2095458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2095457.875000 Penalty: 4871.068848
	Iteration 26Q: 3 clusters Score -2095458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2095460.000000 Penalty: 4871.068848
	Iteration 27Q: 3 clusters Score -2095460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2095469.000000 Penalty: 4871.068848
	Iteration 28Q: 3 clusters Score -2095469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -2095468.375000 Penalty: 4871.068848
	Iteration 29Q: 3 clusters Score -2095468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2095469.000000 Penalty: 4871.068848
	Iteration 30Q: 3 clusters Score -2095469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2095470.000000 Penalty: 4871.068848
	Iteration 31Q: 3 clusters Score -2095470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2095471.375000 Penalty: 4871.068848
	Iteration 32Q: 3 clusters Score -2095471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2095473.625000 Penalty: 4871.068848
	Iteration 33Q: 3 clusters Score -2095474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2095475.125000 Penalty: 4871.068848
	Iteration 34Q: 3 clusters Score -2095475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2095475.125000 Penalty: 4871.068848
	Iteration 35F: 3 clusters Score -2095475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Entering Unmasked Estep 
Score: -379677.718750 Penalty: 2040.455444
	Iteration 0F: 2 clusters Score -379677.7 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 1854 members 
Entering Unmasked Estep 
Score: -375952.406250 Penalty: 4080.910889
	Iteration 0F: 3 clusters Score -375952.4 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -376719.250000 Penalty: 4080.910889
	Iteration 1F: 3 clusters Score -376719.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -376896.875000 Penalty: 4080.910889
	Iteration 2F: 3 clusters Score -376896.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -376982.968750 Penalty: 4080.910889
	Iteration 3Q: 3 clusters Score -376983 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -377039.718750 Penalty: 4080.910889
	Iteration 4Q: 3 clusters Score -377039.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -377080.968750 Penalty: 4080.910889
	Iteration 5Q: 3 clusters Score -377081 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -377125.312500 Penalty: 4080.910889
	Iteration 6Q: 3 clusters Score -377125.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -377169.218750 Penalty: 4080.910889
	Iteration 7Q: 3 clusters Score -377169.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -377209.375000 Penalty: 4080.910889
	Iteration 8Q: 3 clusters Score -377209.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -377237.843750 Penalty: 4080.910889
	Iteration 9Q: 3 clusters Score -377237.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -377269.031250 Penalty: 4080.910889
	Iteration 10Q: 3 clusters Score -377269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -377286.968750 Penalty: 4080.910889
	Iteration 11Q: 3 clusters Score -377287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -377307.281250 Penalty: 4080.910889
	Iteration 12Q: 3 clusters Score -377307.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -377318.000000 Penalty: 4080.910889
	Iteration 13Q: 3 clusters Score -377318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -377333.031250 Penalty: 4080.910889
	Iteration 14Q: 3 clusters Score -377333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -377351.500000 Penalty: 4080.910889
	Iteration 15Q: 3 clusters Score -377351.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -377373.937500 Penalty: 4080.910889
	Iteration 16Q: 3 clusters Score -377373.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -377401.187500 Penalty: 4080.910889
	Iteration 17Q: 3 clusters Score -377401.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -377432.312500 Penalty: 4080.910889
	Iteration 18Q: 3 clusters Score -377432.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -377459.656250 Penalty: 4080.910889
	Iteration 19Q: 3 clusters Score -377459.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -377475.718750 Penalty: 4080.910889
	Iteration 20F: 3 clusters Score -377475.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -377489.750000 Penalty: 4080.910889
	Iteration 21Q: 3 clusters Score -377489.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -377501.125000 Penalty: 4080.910889
	Iteration 22Q: 3 clusters Score -377501.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -377510.312500 Penalty: 4080.910889
	Iteration 23Q: 3 clusters Score -377510.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -377517.781250 Penalty: 4080.910889
	Iteration 24Q: 3 clusters Score -377517.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -377523.562500 Penalty: 4080.910889
	Iteration 25Q: 3 clusters Score -377523.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -377528.625000 Penalty: 4080.910889
	Iteration 26Q: 3 clusters Score -377528.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -377535.281250 Penalty: 4080.910889
	Iteration 27Q: 3 clusters Score -377535.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -377544.000000 Penalty: 4080.910889
	Iteration 28Q: 3 clusters Score -377544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -377552.250000 Penalty: 4080.910889
	Iteration 29Q: 3 clusters Score -377552.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -377561.812500 Penalty: 4080.910889
	Iteration 30Q: 3 clusters Score -377561.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -377577.562500 Penalty: 4080.910889
	Iteration 31Q: 3 clusters Score -377577.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -377590.562500 Penalty: 4080.910889
	Iteration 32Q: 3 clusters Score -377590.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -377601.093750 Penalty: 4080.910889
	Iteration 33Q: 3 clusters Score -377601.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -377608.656250 Penalty: 4080.910889
	Iteration 34Q: 3 clusters Score -377608.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -377616.031250 Penalty: 4080.910889
	Iteration 35Q: 3 clusters Score -377616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -377625.375000 Penalty: 4080.910889
	Iteration 36Q: 3 clusters Score -377625.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -377631.031250 Penalty: 4080.910889
	Iteration 37Q: 3 clusters Score -377631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -377633.750000 Penalty: 4080.910889
	Iteration 38Q: 3 clusters Score -377633.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -377641.843750 Penalty: 4080.910889
	Iteration 39Q: 3 clusters Score -377641.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -377650.125000 Penalty: 4080.910889
	Iteration 40F: 3 clusters Score -377650.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -377658.656250 Penalty: 4080.910889
	Iteration 41Q: 3 clusters Score -377658.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -377672.093750 Penalty: 4080.910889
	Iteration 42Q: 3 clusters Score -377672.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -377689.968750 Penalty: 4080.910889
	Iteration 43Q: 3 clusters Score -377690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -377713.593750 Penalty: 4080.910889
	Iteration 44Q: 3 clusters Score -377713.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -377733.781250 Penalty: 4080.910889
	Iteration 45Q: 3 clusters Score -377733.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -377746.562500 Penalty: 4080.910889
	Iteration 46Q: 3 clusters Score -377746.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -377760.343750 Penalty: 4080.910889
	Iteration 47Q: 3 clusters Score -377760.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -377769.843750 Penalty: 4080.910889
	Iteration 48Q: 3 clusters Score -377769.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -377782.312500 Penalty: 4080.910889
	Iteration 49Q: 3 clusters Score -377782.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -377792.625000 Penalty: 4080.910889
	Iteration 50Q: 3 clusters Score -377792.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -377799.531250 Penalty: 4080.910889
	Iteration 51Q: 3 clusters Score -377799.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -377802.875000 Penalty: 4080.910889
	Iteration 52Q: 3 clusters Score -377802.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -377805.531250 Penalty: 4080.910889
	Iteration 53Q: 3 clusters Score -377805.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -377810.343750 Penalty: 4080.910889
	Iteration 54Q: 3 clusters Score -377810.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -377813.125000 Penalty: 4080.910889
	Iteration 55Q: 3 clusters Score -377813.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -377816.093750 Penalty: 4080.910889
	Iteration 56Q: 3 clusters Score -377816.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -377818.937500 Penalty: 4080.910889
	Iteration 57Q: 3 clusters Score -377818.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -377823.062500 Penalty: 4080.910889
	Iteration 58Q: 3 clusters Score -377823.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -377823.687500 Penalty: 4080.910889
	Iteration 59Q: 3 clusters Score -377823.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -377824.906250 Penalty: 4080.910889
	Iteration 60F: 3 clusters Score -377824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -377825.500000 Penalty: 4080.910889
	Iteration 61Q: 3 clusters Score -377825.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -377825.500000 Penalty: 4080.910889
	Iteration 62F: 3 clusters Score -377825.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -40796.804688 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -40796.8 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 222 members 
Entering Unmasked Estep 
Score: -39418.597656 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -39418.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39661.125000 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -39661.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -39785.148438 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -39785.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39887.218750 Penalty: 3027.977295
	Iteration 3F: 3 clusters Score -39887.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -39979.835938 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -39979.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -40070.359375 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -40070.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40161.031250 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -40161.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -40230.597656 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -40230.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40293.433594 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -40293.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40340.250000 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -40340.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40366.421875 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -40366.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -40404.792969 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -40404.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -40453.234375 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -40453.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40505.343750 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -40505.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -40527.734375 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -40527.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40539.554688 Penalty: 3027.977295
	Iteration 15Q: 3 clusters Score -40539.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40544.687500 Penalty: 3027.977295
	Iteration 16F: 3 clusters Score -40544.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40561.453125 Penalty: 3027.977295
	Iteration 17Q: 3 clusters Score -40561.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -40578.183594 Penalty: 3027.977295
	Iteration 18Q: 3 clusters Score -40578.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40582.312500 Penalty: 3027.977295
	Iteration 19Q: 3 clusters Score -40582.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -40587.300781 Penalty: 3027.977295
	Iteration 20F: 3 clusters Score -40587.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -40605.976562 Penalty: 3027.977295
	Iteration 21Q: 3 clusters Score -40605.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -40617.773438 Penalty: 3027.977295
	Iteration 22Q: 3 clusters Score -40617.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -40622.382812 Penalty: 3027.977295
	Iteration 23Q: 3 clusters Score -40622.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40632.453125 Penalty: 3027.977295
	Iteration 24Q: 3 clusters Score -40632.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40632.453125 Penalty: 3027.977295
	Iteration 25F: 3 clusters Score -40632.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24557 members 
Mstep: Class 4 contains 26054 members 
Mstep: Class 5 contains 23628 members 
Mstep: Class 6 contains 298496 members 
Mstep: Class 7 contains 111894 members 
Mstep: Class 8 contains 22432 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156930 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4928 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 672 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53069 members 
Mstep: Class 21 contains 18411 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98133960.000000 Penalty: 85009.898438
Iteration 159Q: 26 clusters Score -9.813396e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24552 members 
Mstep: Class 4 contains 26048 members 
Mstep: Class 5 contains 23626 members 
Mstep: Class 6 contains 298516 members 
Mstep: Class 7 contains 111894 members 
Mstep: Class 8 contains 22432 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 746 members 
Mstep: Class 11 contains 156915 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2633 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 686 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 53064 members 
Mstep: Class 21 contains 18409 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134288.000000 Penalty: 85009.898438
Iteration 160F: 26 clusters Score -9.813429e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77796 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24549 members 
Mstep: Class 4 contains 26044 members 
Mstep: Class 5 contains 23625 members 
Mstep: Class 6 contains 298533 members 
Mstep: Class 7 contains 111893 members 
Mstep: Class 8 contains 22431 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156909 members 
Mstep: Class 12 contains 42337 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 687 members 
Mstep: Class 19 contains 10383 members 
Mstep: Class 20 contains 53060 members 
Mstep: Class 21 contains 18409 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 325 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134448.000000 Penalty: 85009.898438
Iteration 161Q: 26 clusters Score -9.813445e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24547 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23625 members 
Mstep: Class 6 contains 298552 members 
Mstep: Class 7 contains 111893 members 
Mstep: Class 8 contains 22431 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156900 members 
Mstep: Class 12 contains 42333 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10383 members 
Mstep: Class 20 contains 53059 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134432.000000 Penalty: 85009.898438
Iteration 162Q: 26 clusters Score -9.813443e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24547 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298561 members 
Mstep: Class 7 contains 111895 members 
Mstep: Class 8 contains 22430 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156890 members 
Mstep: Class 12 contains 42333 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11291 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 53059 members 
Mstep: Class 21 contains 18409 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134472.000000 Penalty: 85009.898438
Iteration 163Q: 26 clusters Score -9.813447e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77794 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24546 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298563 members 
Mstep: Class 7 contains 111893 members 
Mstep: Class 8 contains 22427 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156893 members 
Mstep: Class 12 contains 42333 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 53059 members 
Mstep: Class 21 contains 18410 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134448.000000 Penalty: 85009.898438
Iteration 164Q: 26 clusters Score -9.813445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24546 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298564 members 
Mstep: Class 7 contains 111893 members 
Mstep: Class 8 contains 22426 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156894 members 
Mstep: Class 12 contains 42333 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 53059 members 
Mstep: Class 21 contains 18411 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134432.000000 Penalty: 85009.898438
Iteration 165Q: 26 clusters Score -9.813443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77791 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298567 members 
Mstep: Class 7 contains 111890 members 
Mstep: Class 8 contains 22423 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156901 members 
Mstep: Class 12 contains 42332 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 53059 members 
Mstep: Class 21 contains 18411 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134440.000000 Penalty: 85009.898438
Iteration 166Q: 26 clusters Score -9.813444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24544 members 
Mstep: Class 4 contains 26040 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298578 members 
Mstep: Class 7 contains 111886 members 
Mstep: Class 8 contains 22423 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156900 members 
Mstep: Class 12 contains 42331 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 53057 members 
Mstep: Class 21 contains 18411 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134432.000000 Penalty: 85009.898438
Iteration 167Q: 26 clusters Score -9.813443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26040 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298583 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22423 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156901 members 
Mstep: Class 12 contains 42330 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 53054 members 
Mstep: Class 21 contains 18410 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134424.000000 Penalty: 85009.898438
Iteration 168Q: 26 clusters Score -9.813442e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298581 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22423 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156906 members 
Mstep: Class 12 contains 42331 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 53051 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134448.000000 Penalty: 85009.898438
Iteration 169Q: 26 clusters Score -9.813445e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298578 members 
Mstep: Class 7 contains 111881 members 
Mstep: Class 8 contains 22423 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156911 members 
Mstep: Class 12 contains 42334 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 53046 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134368.000000 Penalty: 85009.898438
Iteration 170Q: 26 clusters Score -9.813437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24546 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298575 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22423 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156912 members 
Mstep: Class 12 contains 42336 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10384 members 
Mstep: Class 20 contains 53044 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134392.000000 Penalty: 85009.898438
Iteration 171Q: 26 clusters Score -9.813439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298577 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22423 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156913 members 
Mstep: Class 12 contains 42337 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53040 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134432.000000 Penalty: 85009.898438
Iteration 172Q: 26 clusters Score -9.813443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77793 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298579 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22423 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156913 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53037 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134472.000000 Penalty: 85009.898438
Iteration 173Q: 26 clusters Score -9.813447e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298581 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22424 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156912 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53035 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134432.000000 Penalty: 85009.898438
Iteration 174Q: 26 clusters Score -9.813443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298583 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22424 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156911 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53034 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134424.000000 Penalty: 85009.898438
Iteration 175Q: 26 clusters Score -9.813442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298585 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22423 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156911 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53033 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134416.000000 Penalty: 85009.898438
Iteration 176Q: 26 clusters Score -9.813442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77792 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298586 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22422 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156910 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53034 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134432.000000 Penalty: 85009.898438
Iteration 177Q: 26 clusters Score -9.813443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77791 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298587 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156910 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53035 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134408.000000 Penalty: 85009.898438
Iteration 178Q: 26 clusters Score -9.813441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298589 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156910 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53034 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134408.000000 Penalty: 85009.898438
Iteration 179Q: 26 clusters Score -9.813441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298589 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156909 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53035 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134416.000000 Penalty: 85009.898438
Iteration 180F: 26 clusters Score -9.813442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298590 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156908 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53035 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134424.000000 Penalty: 85009.898438
Iteration 181Q: 26 clusters Score -9.813442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298596 members 
Mstep: Class 7 contains 111881 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156903 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53036 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134416.000000 Penalty: 85009.898438
Iteration 182Q: 26 clusters Score -9.813442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298599 members 
Mstep: Class 7 contains 111880 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156902 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53034 members 
Mstep: Class 21 contains 18409 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134432.000000 Penalty: 85009.898438
Iteration 183Q: 26 clusters Score -9.813443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77790 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298601 members 
Mstep: Class 7 contains 111879 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156901 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53034 members 
Mstep: Class 21 contains 18409 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134456.000000 Penalty: 85009.898438
Iteration 184Q: 26 clusters Score -9.813446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77789 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26041 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298602 members 
Mstep: Class 7 contains 111879 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156901 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53034 members 
Mstep: Class 21 contains 18409 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134464.000000 Penalty: 85009.898438
Iteration 185Q: 26 clusters Score -9.813446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77789 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298599 members 
Mstep: Class 7 contains 111879 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156901 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53036 members 
Mstep: Class 21 contains 18409 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134416.000000 Penalty: 85009.898438
Iteration 186Q: 26 clusters Score -9.813442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298600 members 
Mstep: Class 7 contains 111880 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156901 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53035 members 
Mstep: Class 21 contains 18409 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134416.000000 Penalty: 85009.898438
Iteration 187Q: 26 clusters Score -9.813442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77787 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298605 members 
Mstep: Class 7 contains 111881 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156898 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53033 members 
Mstep: Class 21 contains 18409 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134432.000000 Penalty: 85009.898438
Iteration 188Q: 26 clusters Score -9.813443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77787 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298604 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156900 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53031 members 
Mstep: Class 21 contains 18409 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134432.000000 Penalty: 85009.898438
Iteration 189Q: 26 clusters Score -9.813443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298604 members 
Mstep: Class 7 contains 111884 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156900 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53029 members 
Mstep: Class 21 contains 18410 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134440.000000 Penalty: 85009.898438
Iteration 190Q: 26 clusters Score -9.813444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77785 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298605 members 
Mstep: Class 7 contains 111883 members 
Mstep: Class 8 contains 22420 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156902 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53029 members 
Mstep: Class 21 contains 18410 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134440.000000 Penalty: 85009.898438
Iteration 191Q: 26 clusters Score -9.813444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77785 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298607 members 
Mstep: Class 7 contains 111883 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156901 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53029 members 
Mstep: Class 21 contains 18408 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134456.000000 Penalty: 85009.898438
Iteration 192Q: 26 clusters Score -9.813446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77786 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298611 members 
Mstep: Class 7 contains 111883 members 
Mstep: Class 8 contains 22420 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156900 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53029 members 
Mstep: Class 21 contains 18405 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134456.000000 Penalty: 85009.898438
Iteration 193Q: 26 clusters Score -9.813446e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77787 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298619 members 
Mstep: Class 7 contains 111883 members 
Mstep: Class 8 contains 22418 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156893 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10385 members 
Mstep: Class 20 contains 53029 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134440.000000 Penalty: 85009.898438
Iteration 194Q: 26 clusters Score -9.813444e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77787 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298621 members 
Mstep: Class 7 contains 111883 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156893 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10386 members 
Mstep: Class 20 contains 53029 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134456.000000 Penalty: 85009.898438
Iteration 195Q: 26 clusters Score -9.813446e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77783 members 
Mstep: Class 2 contains 2939 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298624 members 
Mstep: Class 7 contains 111883 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156894 members 
Mstep: Class 12 contains 42338 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10386 members 
Mstep: Class 20 contains 53029 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134392.000000 Penalty: 85009.898438
Iteration 196Q: 26 clusters Score -9.813439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298627 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156897 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10387 members 
Mstep: Class 20 contains 53029 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134368.000000 Penalty: 85009.898438
Iteration 197Q: 26 clusters Score -9.813437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298624 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156901 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53029 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134384.000000 Penalty: 85009.898438
Iteration 198Q: 26 clusters Score -9.813438e+07 nChanged 12
Entering ConstructFrom: 
Score: -98134384.000000 Penalty: 85009.898438
Entering ConstructFrom: 
Trying to split cluster 1 (77771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Entering Unmasked Estep 
Score: -8813280.000000 Penalty: 2792.857910
	Iteration 0F: 2 clusters Score -8813280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -8761029.000000 Penalty: 5585.715820
	Iteration 0F: 3 clusters Score -8761029 nChanged 36699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -8781679.000000 Penalty: 5585.715820
	Iteration 1F: 3 clusters Score -8781679 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -8782320.000000 Penalty: 5585.715820
	Iteration 2Q: 3 clusters Score -8782320 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -8783123.000000 Penalty: 5585.715820
	Iteration 3Q: 3 clusters Score -8783123 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -8784068.000000 Penalty: 5585.715820
	Iteration 4Q: 3 clusters Score -8784068 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -8785287.000000 Penalty: 5585.715820
	Iteration 5Q: 3 clusters Score -8785287 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -8786889.000000 Penalty: 5585.715820
	Iteration 6Q: 3 clusters Score -8786889 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -8788631.000000 Penalty: 5585.715820
	Iteration 7Q: 3 clusters Score -8788631 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -8790445.000000 Penalty: 5585.715820
	Iteration 8Q: 3 clusters Score -8790445 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -8792299.000000 Penalty: 5585.715820
	Iteration 9Q: 3 clusters Score -8792299 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -8794174.000000 Penalty: 5585.715820
	Iteration 10Q: 3 clusters Score -8794174 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -8796162.000000 Penalty: 5585.715820
	Iteration 11Q: 3 clusters Score -8796162 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -8798348.000000 Penalty: 5585.715820
	Iteration 12Q: 3 clusters Score -8798348 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -8800840.000000 Penalty: 5585.715820
	Iteration 13Q: 3 clusters Score -8800840 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65972 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -8803499.000000 Penalty: 5585.715820
	Iteration 14Q: 3 clusters Score -8803499 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -8805754.000000 Penalty: 5585.715820
	Iteration 15Q: 3 clusters Score -8805754 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70189 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -8807440.000000 Penalty: 5585.715820
	Iteration 16Q: 3 clusters Score -8807440 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71408 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -8808469.000000 Penalty: 5585.715820
	Iteration 17Q: 3 clusters Score -8808469 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72300 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -8809146.000000 Penalty: 5585.715820
	Iteration 18Q: 3 clusters Score -8809146 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73009 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -8809634.000000 Penalty: 5585.715820
	Iteration 19Q: 3 clusters Score -8809634 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -8809965.000000 Penalty: 5585.715820
	Iteration 20F: 3 clusters Score -8809965 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -8810249.000000 Penalty: 5585.715820
	Iteration 21Q: 3 clusters Score -8810249 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -8810475.000000 Penalty: 5585.715820
	Iteration 22Q: 3 clusters Score -8810475 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74722 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -8810655.000000 Penalty: 5585.715820
	Iteration 23Q: 3 clusters Score -8810655 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74956 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8810769.000000 Penalty: 5585.715820
	Iteration 24Q: 3 clusters Score -8810769 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -8810816.000000 Penalty: 5585.715820
	Iteration 25Q: 3 clusters Score -8810816 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8810865.000000 Penalty: 5585.715820
	Iteration 26Q: 3 clusters Score -8810865 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75376 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8810923.000000 Penalty: 5585.715820
	Iteration 27Q: 3 clusters Score -8810923 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75464 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8810966.000000 Penalty: 5585.715820
	Iteration 28Q: 3 clusters Score -8810966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75545 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8810992.000000 Penalty: 5585.715820
	Iteration 29Q: 3 clusters Score -8810992 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75607 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8811004.000000 Penalty: 5585.715820
	Iteration 30Q: 3 clusters Score -8811004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8810993.000000 Penalty: 5585.715820
	Iteration 31Q: 3 clusters Score -8810993 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75705 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8811012.000000 Penalty: 5585.715820
	Iteration 32Q: 3 clusters Score -8811012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75740 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8811018.000000 Penalty: 5585.715820
	Iteration 33Q: 3 clusters Score -8811018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75775 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8811023.000000 Penalty: 5585.715820
	Iteration 34Q: 3 clusters Score -8811023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -8811016.000000 Penalty: 5585.715820
	Iteration 35Q: 3 clusters Score -8811016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8811029.000000 Penalty: 5585.715820
	Iteration 36Q: 3 clusters Score -8811029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75864 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -8811052.000000 Penalty: 5585.715820
	Iteration 37Q: 3 clusters Score -8811052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75894 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8811059.000000 Penalty: 5585.715820
	Iteration 38Q: 3 clusters Score -8811059 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75919 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8811054.000000 Penalty: 5585.715820
	Iteration 39Q: 3 clusters Score -8811054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8811064.000000 Penalty: 5585.715820
	Iteration 40F: 3 clusters Score -8811064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8811069.000000 Penalty: 5585.715820
	Iteration 41Q: 3 clusters Score -8811069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8811084.000000 Penalty: 5585.715820
	Iteration 42Q: 3 clusters Score -8811084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76001 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8811089.000000 Penalty: 5585.715820
	Iteration 43Q: 3 clusters Score -8811089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76015 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -8811101.000000 Penalty: 5585.715820
	Iteration 44Q: 3 clusters Score -8811101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76022 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8811091.000000 Penalty: 5585.715820
	Iteration 45Q: 3 clusters Score -8811091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76025 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8811096.000000 Penalty: 5585.715820
	Iteration 46Q: 3 clusters Score -8811096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76031 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8811092.000000 Penalty: 5585.715820
	Iteration 47Q: 3 clusters Score -8811092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76037 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8811093.000000 Penalty: 5585.715820
	Iteration 48Q: 3 clusters Score -8811093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76043 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8811099.000000 Penalty: 5585.715820
	Iteration 49Q: 3 clusters Score -8811099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76050 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8811105.000000 Penalty: 5585.715820
	Iteration 50Q: 3 clusters Score -8811105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76055 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8811101.000000 Penalty: 5585.715820
	Iteration 51Q: 3 clusters Score -8811101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76064 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8811103.000000 Penalty: 5585.715820
	Iteration 52Q: 3 clusters Score -8811103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8811114.000000 Penalty: 5585.715820
	Iteration 53Q: 3 clusters Score -8811114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8811114.000000 Penalty: 5585.715820
	Iteration 54Q: 3 clusters Score -8811114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76078 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8811115.000000 Penalty: 5585.715820
	Iteration 55Q: 3 clusters Score -8811115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76083 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8811112.000000 Penalty: 5585.715820
	Iteration 56Q: 3 clusters Score -8811112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8811117.000000 Penalty: 5585.715820
	Iteration 57Q: 3 clusters Score -8811117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76088 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -8811121.000000 Penalty: 5585.715820
	Iteration 58Q: 3 clusters Score -8811121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76091 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8811124.000000 Penalty: 5585.715820
	Iteration 59Q: 3 clusters Score -8811124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76093 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8811112.000000 Penalty: 5585.715820
	Iteration 60F: 3 clusters Score -8811112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8811122.000000 Penalty: 5585.715820
	Iteration 61Q: 3 clusters Score -8811122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76097 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8811124.000000 Penalty: 5585.715820
	Iteration 62Q: 3 clusters Score -8811124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8811133.000000 Penalty: 5585.715820
	Iteration 63Q: 3 clusters Score -8811133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8811137.000000 Penalty: 5585.715820
	Iteration 64Q: 3 clusters Score -8811137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76104 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8811144.000000 Penalty: 5585.715820
	Iteration 65Q: 3 clusters Score -8811144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76108 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8811141.000000 Penalty: 5585.715820
	Iteration 66Q: 3 clusters Score -8811141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76109 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8811138.000000 Penalty: 5585.715820
	Iteration 67Q: 3 clusters Score -8811138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76110 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8811139.000000 Penalty: 5585.715820
	Iteration 68Q: 3 clusters Score -8811139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76111 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8811134.000000 Penalty: 5585.715820
	Iteration 69Q: 3 clusters Score -8811134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76111 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8811134.000000 Penalty: 5585.715820
	Iteration 70F: 3 clusters Score -8811134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Entering Unmasked Estep 
Score: -324992.375000 Penalty: 1980.400024
	Iteration 0F: 2 clusters Score -324992.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -321796.000000 Penalty: 3960.800049
	Iteration 0F: 3 clusters Score -321796 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -322419.343750 Penalty: 3960.800049
	Iteration 1F: 3 clusters Score -322419.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -322571.468750 Penalty: 3960.800049
	Iteration 2F: 3 clusters Score -322571.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -322655.156250 Penalty: 3960.800049
	Iteration 3Q: 3 clusters Score -322655.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -322710.687500 Penalty: 3960.800049
	Iteration 4Q: 3 clusters Score -322710.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -322745.281250 Penalty: 3960.800049
	Iteration 5Q: 3 clusters Score -322745.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -322767.875000 Penalty: 3960.800049
	Iteration 6Q: 3 clusters Score -322767.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -322783.687500 Penalty: 3960.800049
	Iteration 7Q: 3 clusters Score -322783.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -322799.031250 Penalty: 3960.800049
	Iteration 8Q: 3 clusters Score -322799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -322808.437500 Penalty: 3960.800049
	Iteration 9Q: 3 clusters Score -322808.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -322819.218750 Penalty: 3960.800049
	Iteration 10Q: 3 clusters Score -322819.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -322833.593750 Penalty: 3960.800049
	Iteration 11Q: 3 clusters Score -322833.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -322841.593750 Penalty: 3960.800049
	Iteration 12Q: 3 clusters Score -322841.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -322847.468750 Penalty: 3960.800049
	Iteration 13Q: 3 clusters Score -322847.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -322856.031250 Penalty: 3960.800049
	Iteration 14Q: 3 clusters Score -322856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -322861.968750 Penalty: 3960.800049
	Iteration 15Q: 3 clusters Score -322862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -322867.531250 Penalty: 3960.800049
	Iteration 16Q: 3 clusters Score -322867.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -322871.093750 Penalty: 3960.800049
	Iteration 17Q: 3 clusters Score -322871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -322872.437500 Penalty: 3960.800049
	Iteration 18Q: 3 clusters Score -322872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -322873.281250 Penalty: 3960.800049
	Iteration 19Q: 3 clusters Score -322873.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -322874.375000 Penalty: 3960.800049
	Iteration 20F: 3 clusters Score -322874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -322875.031250 Penalty: 3960.800049
	Iteration 21Q: 3 clusters Score -322875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -322875.875000 Penalty: 3960.800049
	Iteration 22Q: 3 clusters Score -322875.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -322876.531250 Penalty: 3960.800049
	Iteration 23Q: 3 clusters Score -322876.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -322877.875000 Penalty: 3960.800049
	Iteration 24Q: 3 clusters Score -322877.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -322878.000000 Penalty: 3960.800049
	Iteration 25Q: 3 clusters Score -322878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -322878.000000 Penalty: 3960.800049
	Iteration 26F: 3 clusters Score -322878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Entering Unmasked Estep 
Score: -2789679.500000 Penalty: 2506.849121
	Iteration 0F: 2 clusters Score -2789680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2772556.250000 Penalty: 5013.698242
	Iteration 0F: 3 clusters Score -2772556 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2778328.000000 Penalty: 5013.698242
	Iteration 1F: 3 clusters Score -2778328 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2778677.750000 Penalty: 5013.698242
	Iteration 2Q: 3 clusters Score -2778678 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2778984.000000 Penalty: 5013.698242
	Iteration 3Q: 3 clusters Score -2778984 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2779316.500000 Penalty: 5013.698242
	Iteration 4Q: 3 clusters Score -2779316 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2779740.750000 Penalty: 5013.698242
	Iteration 5Q: 3 clusters Score -2779741 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2780336.250000 Penalty: 5013.698242
	Iteration 6Q: 3 clusters Score -2780336 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2781302.750000 Penalty: 5013.698242
	Iteration 7F: 3 clusters Score -2781303 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2782670.000000 Penalty: 5013.698242
	Iteration 8F: 3 clusters Score -2782670 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2784217.000000 Penalty: 5013.698242
	Iteration 9F: 3 clusters Score -2784217 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2785625.750000 Penalty: 5013.698242
	Iteration 10F: 3 clusters Score -2785626 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2786568.750000 Penalty: 5013.698242
	Iteration 11Q: 3 clusters Score -2786569 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2787029.750000 Penalty: 5013.698242
	Iteration 12Q: 3 clusters Score -2787030 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2787257.500000 Penalty: 5013.698242
	Iteration 13Q: 3 clusters Score -2787258 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2787358.250000 Penalty: 5013.698242
	Iteration 14Q: 3 clusters Score -2787358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2787422.000000 Penalty: 5013.698242
	Iteration 15Q: 3 clusters Score -2787422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2787448.500000 Penalty: 5013.698242
	Iteration 16Q: 3 clusters Score -2787448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2787475.000000 Penalty: 5013.698242
	Iteration 17Q: 3 clusters Score -2787475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2787484.000000 Penalty: 5013.698242
	Iteration 18Q: 3 clusters Score -2787484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2787492.750000 Penalty: 5013.698242
	Iteration 19Q: 3 clusters Score -2787493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2787501.500000 Penalty: 5013.698242
	Iteration 20F: 3 clusters Score -2787502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2787508.250000 Penalty: 5013.698242
	Iteration 21Q: 3 clusters Score -2787508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -2787515.000000 Penalty: 5013.698242
	Iteration 22Q: 3 clusters Score -2787515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2787520.250000 Penalty: 5013.698242
	Iteration 23Q: 3 clusters Score -2787520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2787521.750000 Penalty: 5013.698242
	Iteration 24Q: 3 clusters Score -2787522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2787522.750000 Penalty: 5013.698242
	Iteration 25Q: 3 clusters Score -2787523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2787520.750000 Penalty: 5013.698242
	Iteration 26Q: 3 clusters Score -2787521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2787520.750000 Penalty: 5013.698242
	Iteration 27F: 3 clusters Score -2787521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Entering Unmasked Estep 
Score: -2722696.250000 Penalty: 2521.541016
	Iteration 0F: 2 clusters Score -2722696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2704779.000000 Penalty: 5043.082031
	Iteration 0F: 3 clusters Score -2704779 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2711036.000000 Penalty: 5043.082031
	Iteration 1F: 3 clusters Score -2711036 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2711424.000000 Penalty: 5043.082031
	Iteration 2Q: 3 clusters Score -2711424 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2711777.000000 Penalty: 5043.082031
	Iteration 3Q: 3 clusters Score -2711777 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2712054.250000 Penalty: 5043.082031
	Iteration 4Q: 3 clusters Score -2712054 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2712356.250000 Penalty: 5043.082031
	Iteration 5Q: 3 clusters Score -2712356 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2712708.250000 Penalty: 5043.082031
	Iteration 6Q: 3 clusters Score -2712708 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2713066.750000 Penalty: 5043.082031
	Iteration 7Q: 3 clusters Score -2713067 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2713522.500000 Penalty: 5043.082031
	Iteration 8Q: 3 clusters Score -2713522 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2714020.500000 Penalty: 5043.082031
	Iteration 9Q: 3 clusters Score -2714020 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2714608.500000 Penalty: 5043.082031
	Iteration 10Q: 3 clusters Score -2714608 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2715312.250000 Penalty: 5043.082031
	Iteration 11Q: 3 clusters Score -2715312 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2716028.500000 Penalty: 5043.082031
	Iteration 12Q: 3 clusters Score -2716028 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2716747.500000 Penalty: 5043.082031
	Iteration 13Q: 3 clusters Score -2716748 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -2717458.500000 Penalty: 5043.082031
	Iteration 14Q: 3 clusters Score -2717458 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2718114.000000 Penalty: 5043.082031
	Iteration 15Q: 3 clusters Score -2718114 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -2718675.500000 Penalty: 5043.082031
	Iteration 16Q: 3 clusters Score -2718676 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -2719124.000000 Penalty: 5043.082031
	Iteration 17Q: 3 clusters Score -2719124 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -2719487.250000 Penalty: 5043.082031
	Iteration 18Q: 3 clusters Score -2719487 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -2719771.000000 Penalty: 5043.082031
	Iteration 19Q: 3 clusters Score -2719771 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -2720015.000000 Penalty: 5043.082031
	Iteration 20F: 3 clusters Score -2720015 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -2720165.750000 Penalty: 5043.082031
	Iteration 21Q: 3 clusters Score -2720166 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -2720261.750000 Penalty: 5043.082031
	Iteration 22Q: 3 clusters Score -2720262 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -2720325.000000 Penalty: 5043.082031
	Iteration 23Q: 3 clusters Score -2720325 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -2720388.000000 Penalty: 5043.082031
	Iteration 24Q: 3 clusters Score -2720388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -2720431.500000 Penalty: 5043.082031
	Iteration 25Q: 3 clusters Score -2720432 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -2720459.000000 Penalty: 5043.082031
	Iteration 26Q: 3 clusters Score -2720459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -2720469.250000 Penalty: 5043.082031
	Iteration 27Q: 3 clusters Score -2720469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -2720481.500000 Penalty: 5043.082031
	Iteration 28Q: 3 clusters Score -2720482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -2720489.500000 Penalty: 5043.082031
	Iteration 29Q: 3 clusters Score -2720490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -2720495.000000 Penalty: 5043.082031
	Iteration 30Q: 3 clusters Score -2720495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -2720497.000000 Penalty: 5043.082031
	Iteration 31Q: 3 clusters Score -2720497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -2720496.500000 Penalty: 5043.082031
	Iteration 32Q: 3 clusters Score -2720496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -2720505.500000 Penalty: 5043.082031
	Iteration 33Q: 3 clusters Score -2720506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -2720508.750000 Penalty: 5043.082031
	Iteration 34Q: 3 clusters Score -2720509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -2720514.250000 Penalty: 5043.082031
	Iteration 35Q: 3 clusters Score -2720514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -2720514.000000 Penalty: 5043.082031
	Iteration 36Q: 3 clusters Score -2720514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2720516.000000 Penalty: 5043.082031
	Iteration 37Q: 3 clusters Score -2720516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -2720516.000000 Penalty: 5043.082031
	Iteration 38F: 3 clusters Score -2720516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Entering Unmasked Estep 
Score: -2653650.250000 Penalty: 2497.354004
	Iteration 0F: 2 clusters Score -2653650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2637323.750000 Penalty: 4994.708008
	Iteration 0F: 3 clusters Score -2637324 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2642885.500000 Penalty: 4994.708008
	Iteration 1F: 3 clusters Score -2642886 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2643306.750000 Penalty: 4994.708008
	Iteration 2F: 3 clusters Score -2643307 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2643726.000000 Penalty: 4994.708008
	Iteration 3Q: 3 clusters Score -2643726 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2644198.000000 Penalty: 4994.708008
	Iteration 4Q: 3 clusters Score -2644198 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2644825.250000 Penalty: 4994.708008
	Iteration 5Q: 3 clusters Score -2644825 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2645740.500000 Penalty: 4994.708008
	Iteration 6F: 3 clusters Score -2645740 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2647062.750000 Penalty: 4994.708008
	Iteration 7F: 3 clusters Score -2647063 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -2648501.500000 Penalty: 4994.708008
	Iteration 8F: 3 clusters Score -2648502 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2649741.000000 Penalty: 4994.708008
	Iteration 9F: 3 clusters Score -2649741 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2650688.500000 Penalty: 4994.708008
	Iteration 10Q: 3 clusters Score -2650688 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2651279.250000 Penalty: 4994.708008
	Iteration 11Q: 3 clusters Score -2651279 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2651594.250000 Penalty: 4994.708008
	Iteration 12Q: 3 clusters Score -2651594 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2651736.750000 Penalty: 4994.708008
	Iteration 13Q: 3 clusters Score -2651737 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2651819.500000 Penalty: 4994.708008
	Iteration 14Q: 3 clusters Score -2651820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2651864.750000 Penalty: 4994.708008
	Iteration 15Q: 3 clusters Score -2651865 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2651888.000000 Penalty: 4994.708008
	Iteration 16Q: 3 clusters Score -2651888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2651911.750000 Penalty: 4994.708008
	Iteration 17Q: 3 clusters Score -2651912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2651930.250000 Penalty: 4994.708008
	Iteration 18Q: 3 clusters Score -2651930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2651947.000000 Penalty: 4994.708008
	Iteration 19Q: 3 clusters Score -2651947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2651955.250000 Penalty: 4994.708008
	Iteration 20F: 3 clusters Score -2651955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2651958.000000 Penalty: 4994.708008
	Iteration 21Q: 3 clusters Score -2651958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2651958.000000 Penalty: 4994.708008
	Iteration 22Q: 3 clusters Score -2651958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2651957.250000 Penalty: 4994.708008
	Iteration 23Q: 3 clusters Score -2651957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2651963.750000 Penalty: 4994.708008
	Iteration 24Q: 3 clusters Score -2651964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2651964.000000 Penalty: 4994.708008
	Iteration 25Q: 3 clusters Score -2651964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2651962.500000 Penalty: 4994.708008
	Iteration 26Q: 3 clusters Score -2651962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2651962.000000 Penalty: 4994.708008
	Iteration 27Q: 3 clusters Score -2651962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2651962.500000 Penalty: 4994.708008
	Iteration 28Q: 3 clusters Score -2651962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2651966.000000 Penalty: 4994.708008
	Iteration 29Q: 3 clusters Score -2651966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2651965.000000 Penalty: 4994.708008
	Iteration 30Q: 3 clusters Score -2651965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2651969.000000 Penalty: 4994.708008
	Iteration 31Q: 3 clusters Score -2651969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2651969.500000 Penalty: 4994.708008
	Iteration 32Q: 3 clusters Score -2651970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2651972.000000 Penalty: 4994.708008
	Iteration 33Q: 3 clusters Score -2651972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2651972.000000 Penalty: 4994.708008
	Iteration 34F: 3 clusters Score -2651972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (298627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298627 members 
Entering Unmasked Estep 
Score: -33072898.000000 Penalty: 3126.523682
	Iteration 0F: 2 clusters Score -3.30729e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149343 members 
Mstep: Class 2 contains 149284 members 
Entering Unmasked Estep 
Score: -32883698.000000 Penalty: 6253.047363
	Iteration 0F: 3 clusters Score -3.28837e+07 nChanged 144639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150656 members 
Mstep: Class 2 contains 147971 members 
Entering Unmasked Estep 
Score: -32969312.000000 Penalty: 6253.047363
	Iteration 1F: 3 clusters Score -3.296931e+07 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152103 members 
Mstep: Class 2 contains 146524 members 
Entering Unmasked Estep 
Score: -32969918.000000 Penalty: 6253.047363
	Iteration 2Q: 3 clusters Score -3.296992e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154350 members 
Mstep: Class 2 contains 144277 members 
Entering Unmasked Estep 
Score: -32971044.000000 Penalty: 6253.047363
	Iteration 3Q: 3 clusters Score -3.297104e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157773 members 
Mstep: Class 2 contains 140854 members 
Entering Unmasked Estep 
Score: -32972540.000000 Penalty: 6253.047363
	Iteration 4Q: 3 clusters Score -3.297254e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162946 members 
Mstep: Class 2 contains 135681 members 
Entering Unmasked Estep 
Score: -32974334.000000 Penalty: 6253.047363
	Iteration 5Q: 3 clusters Score -3.297433e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170779 members 
Mstep: Class 2 contains 127848 members 
Entering Unmasked Estep 
Score: -32977834.000000 Penalty: 6253.047363
	Iteration 6Q: 3 clusters Score -3.297783e+07 nChanged 14381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182492 members 
Mstep: Class 2 contains 116135 members 
Entering Unmasked Estep 
Score: -32983810.000000 Penalty: 6253.047363
	Iteration 7Q: 3 clusters Score -3.298381e+07 nChanged 18085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198643 members 
Mstep: Class 2 contains 99984 members 
Entering Unmasked Estep 
Score: -32993298.000000 Penalty: 6253.047363
	Iteration 8F: 3 clusters Score -3.29933e+07 nChanged 21368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218663 members 
Mstep: Class 2 contains 79964 members 
Entering Unmasked Estep 
Score: -33007306.000000 Penalty: 6253.047363
	Iteration 9F: 3 clusters Score -3.300731e+07 nChanged 21808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239679 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -33023852.000000 Penalty: 6253.047363
	Iteration 10F: 3 clusters Score -3.302385e+07 nChanged 18285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257448 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -33038016.000000 Penalty: 6253.047363
	Iteration 11F: 3 clusters Score -3.303802e+07 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270190 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -33049672.000000 Penalty: 6253.047363
	Iteration 12Q: 3 clusters Score -3.304967e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278519 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -33057628.000000 Penalty: 6253.047363
	Iteration 13Q: 3 clusters Score -3.305763e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283947 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -33063004.000000 Penalty: 6253.047363
	Iteration 14Q: 3 clusters Score -3.3063e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287648 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -33066256.000000 Penalty: 6253.047363
	Iteration 15Q: 3 clusters Score -3.306626e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290361 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -33068124.000000 Penalty: 6253.047363
	Iteration 16Q: 3 clusters Score -3.306812e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292439 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -33068838.000000 Penalty: 6253.047363
	Iteration 17Q: 3 clusters Score -3.306884e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293967 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -33069274.000000 Penalty: 6253.047363
	Iteration 18Q: 3 clusters Score -3.306927e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295131 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -33069706.000000 Penalty: 6253.047363
	Iteration 19Q: 3 clusters Score -3.306971e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295930 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -33070074.000000 Penalty: 6253.047363
	Iteration 20F: 3 clusters Score -3.307007e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296494 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -33070248.000000 Penalty: 6253.047363
	Iteration 21Q: 3 clusters Score -3.307025e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296903 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -33070310.000000 Penalty: 6253.047363
	Iteration 22Q: 3 clusters Score -3.307031e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297200 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -33070400.000000 Penalty: 6253.047363
	Iteration 23Q: 3 clusters Score -3.30704e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297400 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -33070370.000000 Penalty: 6253.047363
	Iteration 24Q: 3 clusters Score -3.307037e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297535 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -33070408.000000 Penalty: 6253.047363
	Iteration 25Q: 3 clusters Score -3.307041e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297644 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -33070482.000000 Penalty: 6253.047363
	Iteration 26Q: 3 clusters Score -3.307048e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297719 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -33070508.000000 Penalty: 6253.047363
	Iteration 27Q: 3 clusters Score -3.307051e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297762 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -33070552.000000 Penalty: 6253.047363
	Iteration 28Q: 3 clusters Score -3.307055e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297803 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -33070578.000000 Penalty: 6253.047363
	Iteration 29Q: 3 clusters Score -3.307058e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297837 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -33070550.000000 Penalty: 6253.047363
	Iteration 30Q: 3 clusters Score -3.307055e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297864 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -33070576.000000 Penalty: 6253.047363
	Iteration 31Q: 3 clusters Score -3.307058e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297891 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -33070558.000000 Penalty: 6253.047363
	Iteration 32Q: 3 clusters Score -3.307056e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297914 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -33070562.000000 Penalty: 6253.047363
	Iteration 33Q: 3 clusters Score -3.307056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297930 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -33070558.000000 Penalty: 6253.047363
	Iteration 34Q: 3 clusters Score -3.307056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297941 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -33070584.000000 Penalty: 6253.047363
	Iteration 35Q: 3 clusters Score -3.307058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297945 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -33070568.000000 Penalty: 6253.047363
	Iteration 36Q: 3 clusters Score -3.307057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297952 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -33070564.000000 Penalty: 6253.047363
	Iteration 37Q: 3 clusters Score -3.307056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297958 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -33070584.000000 Penalty: 6253.047363
	Iteration 38Q: 3 clusters Score -3.307058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297960 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -33070582.000000 Penalty: 6253.047363
	Iteration 39Q: 3 clusters Score -3.307058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297966 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -33070576.000000 Penalty: 6253.047363
	Iteration 40F: 3 clusters Score -3.307058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297973 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -33070536.000000 Penalty: 6253.047363
	Iteration 41Q: 3 clusters Score -3.307054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297975 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -33070558.000000 Penalty: 6253.047363
	Iteration 42Q: 3 clusters Score -3.307056e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297982 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -33070542.000000 Penalty: 6253.047363
	Iteration 43Q: 3 clusters Score -3.307054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297985 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -33070534.000000 Penalty: 6253.047363
	Iteration 44Q: 3 clusters Score -3.307053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297991 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -33070536.000000 Penalty: 6253.047363
	Iteration 45Q: 3 clusters Score -3.307054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297994 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -33070546.000000 Penalty: 6253.047363
	Iteration 46Q: 3 clusters Score -3.307055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297996 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -33070562.000000 Penalty: 6253.047363
	Iteration 47Q: 3 clusters Score -3.307056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297997 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -33070562.000000 Penalty: 6253.047363
	Iteration 48Q: 3 clusters Score -3.307056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298001 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -33070558.000000 Penalty: 6253.047363
	Iteration 49Q: 3 clusters Score -3.307056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298001 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -33070572.000000 Penalty: 6253.047363
	Iteration 50Q: 3 clusters Score -3.307057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298001 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -33070572.000000 Penalty: 6253.047363
	Iteration 51F: 3 clusters Score -3.307057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (111881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111881 members 
Entering Unmasked Estep 
Score: -12678044.000000 Penalty: 2883.047363
	Iteration 0F: 2 clusters Score -1.267804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55801 members 
Mstep: Class 2 contains 56080 members 
Entering Unmasked Estep 
Score: -12603014.000000 Penalty: 5766.094727
	Iteration 0F: 3 clusters Score -1.260301e+07 nChanged 53278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -12633558.000000 Penalty: 5766.094727
	Iteration 1F: 3 clusters Score -1.263356e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 57382 members 
Entering Unmasked Estep 
Score: -12634350.000000 Penalty: 5766.094727
	Iteration 2Q: 3 clusters Score -1.263435e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -12635283.000000 Penalty: 5766.094727
	Iteration 3Q: 3 clusters Score -1.263528e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52947 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -12636276.000000 Penalty: 5766.094727
	Iteration 4Q: 3 clusters Score -1.263628e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
Score: -12637448.000000 Penalty: 5766.094727
	Iteration 5Q: 3 clusters Score -1.263745e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 62138 members 
Entering Unmasked Estep 
Score: -12638826.000000 Penalty: 5766.094727
	Iteration 6Q: 3 clusters Score -1.263883e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 64991 members 
Entering Unmasked Estep 
Score: -12640507.000000 Penalty: 5766.094727
	Iteration 7Q: 3 clusters Score -1.264051e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 69021 members 
Entering Unmasked Estep 
Score: -12642739.000000 Penalty: 5766.094727
	Iteration 8Q: 3 clusters Score -1.264274e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -12645914.000000 Penalty: 5766.094727
	Iteration 9F: 3 clusters Score -1.264591e+07 nChanged 7039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 81385 members 
Entering Unmasked Estep 
Score: -12650736.000000 Penalty: 5766.094727
	Iteration 10F: 3 clusters Score -1.265074e+07 nChanged 8251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 89624 members 
Entering Unmasked Estep 
Score: -12657004.000000 Penalty: 5766.094727
	Iteration 11F: 3 clusters Score -1.2657e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 97814 members 
Entering Unmasked Estep 
Score: -12663649.000000 Penalty: 5766.094727
	Iteration 12F: 3 clusters Score -1.266365e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 104473 members 
Entering Unmasked Estep 
Score: -12669360.000000 Penalty: 5766.094727
	Iteration 13F: 3 clusters Score -1.266936e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 108520 members 
Entering Unmasked Estep 
Score: -12672791.000000 Penalty: 5766.094727
	Iteration 14Q: 3 clusters Score -1.267279e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 110406 members 
Entering Unmasked Estep 
Score: -12674396.000000 Penalty: 5766.094727
	Iteration 15Q: 3 clusters Score -1.26744e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 111116 members 
Entering Unmasked Estep 
Score: -12674975.000000 Penalty: 5766.094727
	Iteration 16Q: 3 clusters Score -1.267498e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 111376 members 
Entering Unmasked Estep 
Score: -12675270.000000 Penalty: 5766.094727
	Iteration 17Q: 3 clusters Score -1.267527e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 111504 members 
Entering Unmasked Estep 
Score: -12675406.000000 Penalty: 5766.094727
	Iteration 18Q: 3 clusters Score -1.267541e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 111555 members 
Entering Unmasked Estep 
Score: -12675479.000000 Penalty: 5766.094727
	Iteration 19Q: 3 clusters Score -1.267548e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 111578 members 
Entering Unmasked Estep 
Score: -12675510.000000 Penalty: 5766.094727
	Iteration 20F: 3 clusters Score -1.267551e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 111588 members 
Entering Unmasked Estep 
Score: -12675533.000000 Penalty: 5766.094727
	Iteration 21Q: 3 clusters Score -1.267553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 111594 members 
Entering Unmasked Estep 
Score: -12675527.000000 Penalty: 5766.094727
	Iteration 22Q: 3 clusters Score -1.267553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 111596 members 
Entering Unmasked Estep 
Score: -12675524.000000 Penalty: 5766.094727
	Iteration 23Q: 3 clusters Score -1.267552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 111598 members 
Entering Unmasked Estep 
Score: -12675540.000000 Penalty: 5766.094727
	Iteration 24Q: 3 clusters Score -1.267554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 111602 members 
Entering Unmasked Estep 
Score: -12675529.000000 Penalty: 5766.094727
	Iteration 25Q: 3 clusters Score -1.267553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 111605 members 
Entering Unmasked Estep 
Score: -12675534.000000 Penalty: 5766.094727
	Iteration 26Q: 3 clusters Score -1.267553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 111609 members 
Entering Unmasked Estep 
Score: -12675550.000000 Penalty: 5766.094727
	Iteration 27Q: 3 clusters Score -1.267555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 111609 members 
Entering Unmasked Estep 
Score: -12675550.000000 Penalty: 5766.094727
	Iteration 28F: 3 clusters Score -1.267555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Entering Unmasked Estep 
Score: -2520421.000000 Penalty: 2484.336426
	Iteration 0F: 2 clusters Score -2520421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2504553.000000 Penalty: 4968.672852
	Iteration 0F: 3 clusters Score -2504553 nChanged 10017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2509914.250000 Penalty: 4968.672852
	Iteration 1F: 3 clusters Score -2509914 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2510299.750000 Penalty: 4968.672852
	Iteration 2F: 3 clusters Score -2510300 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2510597.250000 Penalty: 4968.672852
	Iteration 3Q: 3 clusters Score -2510597 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2510832.250000 Penalty: 4968.672852
	Iteration 4Q: 3 clusters Score -2510832 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2511026.500000 Penalty: 4968.672852
	Iteration 5Q: 3 clusters Score -2511026 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2511194.500000 Penalty: 4968.672852
	Iteration 6Q: 3 clusters Score -2511194 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2511357.500000 Penalty: 4968.672852
	Iteration 7Q: 3 clusters Score -2511358 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2511559.500000 Penalty: 4968.672852
	Iteration 8Q: 3 clusters Score -2511560 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2511880.250000 Penalty: 4968.672852
	Iteration 9Q: 3 clusters Score -2511880 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2512305.750000 Penalty: 4968.672852
	Iteration 10Q: 3 clusters Score -2512306 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2512947.750000 Penalty: 4968.672852
	Iteration 11Q: 3 clusters Score -2512948 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2513838.500000 Penalty: 4968.672852
	Iteration 12F: 3 clusters Score -2513838 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2514987.000000 Penalty: 4968.672852
	Iteration 13F: 3 clusters Score -2514987 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2516138.000000 Penalty: 4968.672852
	Iteration 14F: 3 clusters Score -2516138 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2517052.750000 Penalty: 4968.672852
	Iteration 15Q: 3 clusters Score -2517053 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2517625.500000 Penalty: 4968.672852
	Iteration 16Q: 3 clusters Score -2517626 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2517911.500000 Penalty: 4968.672852
	Iteration 17Q: 3 clusters Score -2517912 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -2518045.250000 Penalty: 4968.672852
	Iteration 18Q: 3 clusters Score -2518045 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2518107.500000 Penalty: 4968.672852
	Iteration 19Q: 3 clusters Score -2518108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2518148.250000 Penalty: 4968.672852
	Iteration 20F: 3 clusters Score -2518148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2518174.500000 Penalty: 4968.672852
	Iteration 21Q: 3 clusters Score -2518174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2518187.000000 Penalty: 4968.672852
	Iteration 22Q: 3 clusters Score -2518187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2518203.000000 Penalty: 4968.672852
	Iteration 23Q: 3 clusters Score -2518203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -2518211.750000 Penalty: 4968.672852
	Iteration 24Q: 3 clusters Score -2518212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -2518219.500000 Penalty: 4968.672852
	Iteration 25Q: 3 clusters Score -2518220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2518224.750000 Penalty: 4968.672852
	Iteration 26Q: 3 clusters Score -2518225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2518226.500000 Penalty: 4968.672852
	Iteration 27Q: 3 clusters Score -2518226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2518225.750000 Penalty: 4968.672852
	Iteration 28Q: 3 clusters Score -2518226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -2518228.500000 Penalty: 4968.672852
	Iteration 29Q: 3 clusters Score -2518228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2518232.250000 Penalty: 4968.672852
	Iteration 30Q: 3 clusters Score -2518232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -2518235.250000 Penalty: 4968.672852
	Iteration 31Q: 3 clusters Score -2518235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -2518237.250000 Penalty: 4968.672852
	Iteration 32Q: 3 clusters Score -2518237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2518240.000000 Penalty: 4968.672852
	Iteration 33Q: 3 clusters Score -2518240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2518240.000000 Penalty: 4968.672852
	Iteration 34F: 3 clusters Score -2518240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -407168.562500 Penalty: 2048.217285
	Iteration 0F: 2 clusters Score -407168.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -403348.937500 Penalty: 4096.434570
	Iteration 0F: 3 clusters Score -403348.9 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -404216.468750 Penalty: 4096.434570
	Iteration 1F: 3 clusters Score -404216.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -404431.687500 Penalty: 4096.434570
	Iteration 2F: 3 clusters Score -404431.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -404600.500000 Penalty: 4096.434570
	Iteration 3F: 3 clusters Score -404600.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -404746.562500 Penalty: 4096.434570
	Iteration 4Q: 3 clusters Score -404746.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -404868.375000 Penalty: 4096.434570
	Iteration 5Q: 3 clusters Score -404868.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -405005.218750 Penalty: 4096.434570
	Iteration 6Q: 3 clusters Score -405005.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -405156.437500 Penalty: 4096.434570
	Iteration 7Q: 3 clusters Score -405156.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -405356.000000 Penalty: 4096.434570
	Iteration 8Q: 3 clusters Score -405356 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -405499.843750 Penalty: 4096.434570
	Iteration 9Q: 3 clusters Score -405499.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -405569.625000 Penalty: 4096.434570
	Iteration 10Q: 3 clusters Score -405569.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -405616.500000 Penalty: 4096.434570
	Iteration 11Q: 3 clusters Score -405616.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -405656.718750 Penalty: 4096.434570
	Iteration 12Q: 3 clusters Score -405656.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -405692.656250 Penalty: 4096.434570
	Iteration 13Q: 3 clusters Score -405692.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -405728.968750 Penalty: 4096.434570
	Iteration 14Q: 3 clusters Score -405729 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -405766.500000 Penalty: 4096.434570
	Iteration 15Q: 3 clusters Score -405766.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -405798.375000 Penalty: 4096.434570
	Iteration 16Q: 3 clusters Score -405798.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -405828.937500 Penalty: 4096.434570
	Iteration 17Q: 3 clusters Score -405828.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -405857.593750 Penalty: 4096.434570
	Iteration 18Q: 3 clusters Score -405857.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -405889.562500 Penalty: 4096.434570
	Iteration 19Q: 3 clusters Score -405889.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -405910.406250 Penalty: 4096.434570
	Iteration 20F: 3 clusters Score -405910.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -405934.468750 Penalty: 4096.434570
	Iteration 21Q: 3 clusters Score -405934.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -405963.031250 Penalty: 4096.434570
	Iteration 22Q: 3 clusters Score -405963 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -406006.968750 Penalty: 4096.434570
	Iteration 23Q: 3 clusters Score -406007 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -406070.375000 Penalty: 4096.434570
	Iteration 24Q: 3 clusters Score -406070.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -406157.562500 Penalty: 4096.434570
	Iteration 25Q: 3 clusters Score -406157.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -406288.531250 Penalty: 4096.434570
	Iteration 26Q: 3 clusters Score -406288.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -406387.750000 Penalty: 4096.434570
	Iteration 27Q: 3 clusters Score -406387.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -406502.750000 Penalty: 4096.434570
	Iteration 28Q: 3 clusters Score -406502.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -406621.375000 Penalty: 4096.434570
	Iteration 29Q: 3 clusters Score -406621.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -406705.718750 Penalty: 4096.434570
	Iteration 30Q: 3 clusters Score -406705.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -406764.718750 Penalty: 4096.434570
	Iteration 31Q: 3 clusters Score -406764.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -406804.437500 Penalty: 4096.434570
	Iteration 32Q: 3 clusters Score -406804.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -406850.156250 Penalty: 4096.434570
	Iteration 33Q: 3 clusters Score -406850.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -406878.062500 Penalty: 4096.434570
	Iteration 34Q: 3 clusters Score -406878.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -406892.031250 Penalty: 4096.434570
	Iteration 35Q: 3 clusters Score -406892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -406895.750000 Penalty: 4096.434570
	Iteration 36Q: 3 clusters Score -406895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -406896.593750 Penalty: 4096.434570
	Iteration 37Q: 3 clusters Score -406896.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -406899.000000 Penalty: 4096.434570
	Iteration 38Q: 3 clusters Score -406899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -406900.500000 Penalty: 4096.434570
	Iteration 39Q: 3 clusters Score -406900.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -406900.500000 Penalty: 4096.434570
	Iteration 40F: 3 clusters Score -406900.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -70396.703125 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -70396.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -68660.195312 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -68660.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -68906.789062 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -68906.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68979.640625 Penalty: 3279.572266
	Iteration 2Q: 3 clusters Score -68979.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69016.968750 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -69016.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69041.218750 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -69041.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69053.304688 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -69053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69056.445312 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -69056.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69062.929688 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -69062.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69069.734375 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -69069.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -69087.328125 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -69087.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69100.843750 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -69100.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69120.109375 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -69120.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69131.734375 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -69131.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69156.015625 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -69156.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69179.921875 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -69179.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -69194.679688 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -69194.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -69204.914062 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -69204.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69207.382812 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -69207.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -69217.882812 Penalty: 3279.572266
	Iteration 18Q: 3 clusters Score -69217.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69244.242188 Penalty: 3279.572266
	Iteration 19Q: 3 clusters Score -69244.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69272.539062 Penalty: 3279.572266
	Iteration 20F: 3 clusters Score -69272.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69302.937500 Penalty: 3279.572266
	Iteration 21Q: 3 clusters Score -69302.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69312.539062 Penalty: 3279.572266
	Iteration 22Q: 3 clusters Score -69312.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69331.359375 Penalty: 3279.572266
	Iteration 23Q: 3 clusters Score -69331.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -69347.359375 Penalty: 3279.572266
	Iteration 24Q: 3 clusters Score -69347.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69356.914062 Penalty: 3279.572266
	Iteration 25Q: 3 clusters Score -69356.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69381.929688 Penalty: 3279.572266
	Iteration 26Q: 3 clusters Score -69381.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69412.664062 Penalty: 3279.572266
	Iteration 27Q: 3 clusters Score -69412.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69441.507812 Penalty: 3279.572266
	Iteration 28Q: 3 clusters Score -69441.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69465.632812 Penalty: 3279.572266
	Iteration 29Q: 3 clusters Score -69465.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -69481.250000 Penalty: 3279.572266
	Iteration 30Q: 3 clusters Score -69481.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69522.648438 Penalty: 3279.572266
	Iteration 31Q: 3 clusters Score -69522.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69591.382812 Penalty: 3279.572266
	Iteration 32Q: 3 clusters Score -69591.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69649.453125 Penalty: 3279.572266
	Iteration 33Q: 3 clusters Score -69649.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69685.195312 Penalty: 3279.572266
	Iteration 34Q: 3 clusters Score -69685.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69710.031250 Penalty: 3279.572266
	Iteration 35Q: 3 clusters Score -69710.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69725.726562 Penalty: 3279.572266
	Iteration 36Q: 3 clusters Score -69725.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69749.617188 Penalty: 3279.572266
	Iteration 37Q: 3 clusters Score -69749.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69809.757812 Penalty: 3279.572266
	Iteration 38Q: 3 clusters Score -69809.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69889.601562 Penalty: 3279.572266
	Iteration 39Q: 3 clusters Score -69889.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69978.312500 Penalty: 3279.572266
	Iteration 40F: 3 clusters Score -69978.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70023.718750 Penalty: 3279.572266
	Iteration 41Q: 3 clusters Score -70023.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70024.500000 Penalty: 3279.572266
	Iteration 42Q: 3 clusters Score -70024.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70024.500000 Penalty: 3279.572266
	Iteration 43F: 3 clusters Score -70024.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (156904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156904 members 
Entering Unmasked Estep 
Score: -17426774.000000 Penalty: 2966.920654
	Iteration 0F: 2 clusters Score -1.742677e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 78454 members 
Entering Unmasked Estep 
Score: -17322160.000000 Penalty: 5933.841309
	Iteration 0F: 3 clusters Score -1.732216e+07 nChanged 74895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77149 members 
Mstep: Class 2 contains 79755 members 
Entering Unmasked Estep 
Score: -17366548.000000 Penalty: 5933.841309
	Iteration 1F: 3 clusters Score -1.736655e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76490 members 
Mstep: Class 2 contains 80414 members 
Entering Unmasked Estep 
Score: -17368338.000000 Penalty: 5933.841309
	Iteration 2Q: 3 clusters Score -1.736834e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75816 members 
Mstep: Class 2 contains 81088 members 
Entering Unmasked Estep 
Score: -17370976.000000 Penalty: 5933.841309
	Iteration 3Q: 3 clusters Score -1.737098e+07 nChanged 7141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 2 contains 81821 members 
Entering Unmasked Estep 
Score: -17374324.000000 Penalty: 5933.841309
	Iteration 4Q: 3 clusters Score -1.737432e+07 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74491 members 
Mstep: Class 2 contains 82413 members 
Entering Unmasked Estep 
Score: -17378468.000000 Penalty: 5933.841309
	Iteration 5F: 3 clusters Score -1.737847e+07 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74188 members 
Mstep: Class 2 contains 82716 members 
Entering Unmasked Estep 
Score: -17384020.000000 Penalty: 5933.841309
	Iteration 6F: 3 clusters Score -1.738402e+07 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74301 members 
Mstep: Class 2 contains 82603 members 
Entering Unmasked Estep 
Score: -17390140.000000 Penalty: 5933.841309
	Iteration 7F: 3 clusters Score -1.739014e+07 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74864 members 
Mstep: Class 2 contains 82040 members 
Entering Unmasked Estep 
Score: -17396560.000000 Penalty: 5933.841309
	Iteration 8F: 3 clusters Score -1.739656e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 81423 members 
Entering Unmasked Estep 
Score: -17400866.000000 Penalty: 5933.841309
	Iteration 9F: 3 clusters Score -1.740087e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75817 members 
Mstep: Class 2 contains 81087 members 
Entering Unmasked Estep 
Score: -17402890.000000 Penalty: 5933.841309
	Iteration 10Q: 3 clusters Score -1.740289e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76090 members 
Mstep: Class 2 contains 80814 members 
Entering Unmasked Estep 
Score: -17403752.000000 Penalty: 5933.841309
	Iteration 11Q: 3 clusters Score -1.740375e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76364 members 
Mstep: Class 2 contains 80540 members 
Entering Unmasked Estep 
Score: -17404136.000000 Penalty: 5933.841309
	Iteration 12Q: 3 clusters Score -1.740414e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76651 members 
Mstep: Class 2 contains 80253 members 
Entering Unmasked Estep 
Score: -17404290.000000 Penalty: 5933.841309
	Iteration 13Q: 3 clusters Score -1.740429e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76944 members 
Mstep: Class 2 contains 79960 members 
Entering Unmasked Estep 
Score: -17404510.000000 Penalty: 5933.841309
	Iteration 14Q: 3 clusters Score -1.740451e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 79603 members 
Entering Unmasked Estep 
Score: -17404716.000000 Penalty: 5933.841309
	Iteration 15Q: 3 clusters Score -1.740472e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 79178 members 
Entering Unmasked Estep 
Score: -17404978.000000 Penalty: 5933.841309
	Iteration 16Q: 3 clusters Score -1.740498e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78221 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -17405176.000000 Penalty: 5933.841309
	Iteration 17Q: 3 clusters Score -1.740518e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 78099 members 
Entering Unmasked Estep 
Score: -17405412.000000 Penalty: 5933.841309
	Iteration 18Q: 3 clusters Score -1.740541e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79454 members 
Mstep: Class 2 contains 77450 members 
Entering Unmasked Estep 
Score: -17405504.000000 Penalty: 5933.841309
	Iteration 19Q: 3 clusters Score -1.74055e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 76641 members 
Entering Unmasked Estep 
Score: -17405768.000000 Penalty: 5933.841309
	Iteration 20F: 3 clusters Score -1.740577e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81203 members 
Mstep: Class 2 contains 75701 members 
Entering Unmasked Estep 
Score: -17406182.000000 Penalty: 5933.841309
	Iteration 21Q: 3 clusters Score -1.740618e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82229 members 
Mstep: Class 2 contains 74675 members 
Entering Unmasked Estep 
Score: -17406666.000000 Penalty: 5933.841309
	Iteration 22Q: 3 clusters Score -1.740667e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83360 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -17407102.000000 Penalty: 5933.841309
	Iteration 23Q: 3 clusters Score -1.74071e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 72269 members 
Entering Unmasked Estep 
Score: -17407664.000000 Penalty: 5933.841309
	Iteration 24Q: 3 clusters Score -1.740766e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85994 members 
Mstep: Class 2 contains 70910 members 
Entering Unmasked Estep 
Score: -17408340.000000 Penalty: 5933.841309
	Iteration 25Q: 3 clusters Score -1.740834e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87542 members 
Mstep: Class 2 contains 69362 members 
Entering Unmasked Estep 
Score: -17409086.000000 Penalty: 5933.841309
	Iteration 26Q: 3 clusters Score -1.740909e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89101 members 
Mstep: Class 2 contains 67803 members 
Entering Unmasked Estep 
Score: -17409922.000000 Penalty: 5933.841309
	Iteration 27Q: 3 clusters Score -1.740992e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90686 members 
Mstep: Class 2 contains 66218 members 
Entering Unmasked Estep 
Score: -17410652.000000 Penalty: 5933.841309
	Iteration 28Q: 3 clusters Score -1.741065e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92227 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -17411338.000000 Penalty: 5933.841309
	Iteration 29Q: 3 clusters Score -1.741134e+07 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93765 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -17412040.000000 Penalty: 5933.841309
	Iteration 30Q: 3 clusters Score -1.741204e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95284 members 
Mstep: Class 2 contains 61620 members 
Entering Unmasked Estep 
Score: -17412600.000000 Penalty: 5933.841309
	Iteration 31Q: 3 clusters Score -1.74126e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -17413108.000000 Penalty: 5933.841309
	Iteration 32Q: 3 clusters Score -1.741311e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98027 members 
Mstep: Class 2 contains 58877 members 
Entering Unmasked Estep 
Score: -17413418.000000 Penalty: 5933.841309
	Iteration 33Q: 3 clusters Score -1.741342e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99312 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -17413798.000000 Penalty: 5933.841309
	Iteration 34Q: 3 clusters Score -1.74138e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100556 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -17414136.000000 Penalty: 5933.841309
	Iteration 35Q: 3 clusters Score -1.741414e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101713 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -17414364.000000 Penalty: 5933.841309
	Iteration 36Q: 3 clusters Score -1.741436e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102863 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -17414608.000000 Penalty: 5933.841309
	Iteration 37Q: 3 clusters Score -1.741461e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -17414800.000000 Penalty: 5933.841309
	Iteration 38Q: 3 clusters Score -1.74148e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -17414978.000000 Penalty: 5933.841309
	Iteration 39Q: 3 clusters Score -1.741498e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106387 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -17415150.000000 Penalty: 5933.841309
	Iteration 40F: 3 clusters Score -1.741515e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107658 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -17415332.000000 Penalty: 5933.841309
	Iteration 41Q: 3 clusters Score -1.741533e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108930 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -17415534.000000 Penalty: 5933.841309
	Iteration 42Q: 3 clusters Score -1.741553e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110246 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -17415738.000000 Penalty: 5933.841309
	Iteration 43Q: 3 clusters Score -1.741574e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111557 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -17415900.000000 Penalty: 5933.841309
	Iteration 44Q: 3 clusters Score -1.74159e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112889 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -17416190.000000 Penalty: 5933.841309
	Iteration 45Q: 3 clusters Score -1.741619e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114298 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -17416536.000000 Penalty: 5933.841309
	Iteration 46Q: 3 clusters Score -1.741654e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115701 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -17416840.000000 Penalty: 5933.841309
	Iteration 47Q: 3 clusters Score -1.741684e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117102 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -17417190.000000 Penalty: 5933.841309
	Iteration 48Q: 3 clusters Score -1.741719e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118476 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -17417476.000000 Penalty: 5933.841309
	Iteration 49Q: 3 clusters Score -1.741748e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119829 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -17417858.000000 Penalty: 5933.841309
	Iteration 50Q: 3 clusters Score -1.741786e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121205 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -17418112.000000 Penalty: 5933.841309
	Iteration 51Q: 3 clusters Score -1.741811e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122559 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -17418434.000000 Penalty: 5933.841309
	Iteration 52Q: 3 clusters Score -1.741843e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123949 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -17418756.000000 Penalty: 5933.841309
	Iteration 53Q: 3 clusters Score -1.741876e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125305 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -17419154.000000 Penalty: 5933.841309
	Iteration 54Q: 3 clusters Score -1.741915e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126653 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -17419450.000000 Penalty: 5933.841309
	Iteration 55Q: 3 clusters Score -1.741945e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127962 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -17419724.000000 Penalty: 5933.841309
	Iteration 56Q: 3 clusters Score -1.741972e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129195 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -17419998.000000 Penalty: 5933.841309
	Iteration 57Q: 3 clusters Score -1.742e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130367 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -17420218.000000 Penalty: 5933.841309
	Iteration 58Q: 3 clusters Score -1.742022e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131463 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -17420430.000000 Penalty: 5933.841309
	Iteration 59Q: 3 clusters Score -1.742043e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132512 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -17420628.000000 Penalty: 5933.841309
	Iteration 60F: 3 clusters Score -1.742063e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133520 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -17420880.000000 Penalty: 5933.841309
	Iteration 61Q: 3 clusters Score -1.742088e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134493 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -17421088.000000 Penalty: 5933.841309
	Iteration 62Q: 3 clusters Score -1.742109e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135455 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -17421358.000000 Penalty: 5933.841309
	Iteration 63Q: 3 clusters Score -1.742136e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136345 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -17421470.000000 Penalty: 5933.841309
	Iteration 64Q: 3 clusters Score -1.742147e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137225 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -17421676.000000 Penalty: 5933.841309
	Iteration 65Q: 3 clusters Score -1.742168e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138081 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -17421834.000000 Penalty: 5933.841309
	Iteration 66Q: 3 clusters Score -1.742183e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138905 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -17422048.000000 Penalty: 5933.841309
	Iteration 67Q: 3 clusters Score -1.742205e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139720 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -17422200.000000 Penalty: 5933.841309
	Iteration 68Q: 3 clusters Score -1.74222e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140520 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -17422354.000000 Penalty: 5933.841309
	Iteration 69Q: 3 clusters Score -1.742235e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141299 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -17422480.000000 Penalty: 5933.841309
	Iteration 70Q: 3 clusters Score -1.742248e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142024 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -17422646.000000 Penalty: 5933.841309
	Iteration 71Q: 3 clusters Score -1.742265e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142698 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -17422732.000000 Penalty: 5933.841309
	Iteration 72Q: 3 clusters Score -1.742273e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143320 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -17422912.000000 Penalty: 5933.841309
	Iteration 73Q: 3 clusters Score -1.742291e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143934 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -17423018.000000 Penalty: 5933.841309
	Iteration 74Q: 3 clusters Score -1.742302e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144506 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -17423110.000000 Penalty: 5933.841309
	Iteration 75Q: 3 clusters Score -1.742311e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145090 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -17423212.000000 Penalty: 5933.841309
	Iteration 76Q: 3 clusters Score -1.742321e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145652 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -17423374.000000 Penalty: 5933.841309
	Iteration 77Q: 3 clusters Score -1.742337e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146200 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -17423542.000000 Penalty: 5933.841309
	Iteration 78Q: 3 clusters Score -1.742354e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146746 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -17423670.000000 Penalty: 5933.841309
	Iteration 79Q: 3 clusters Score -1.742367e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147251 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -17423814.000000 Penalty: 5933.841309
	Iteration 80F: 3 clusters Score -1.742381e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147707 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -17423914.000000 Penalty: 5933.841309
	Iteration 81Q: 3 clusters Score -1.742391e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148139 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -17424068.000000 Penalty: 5933.841309
	Iteration 82Q: 3 clusters Score -1.742407e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148555 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -17424100.000000 Penalty: 5933.841309
	Iteration 83Q: 3 clusters Score -1.74241e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148928 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -17424172.000000 Penalty: 5933.841309
	Iteration 84Q: 3 clusters Score -1.742417e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149249 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -17424246.000000 Penalty: 5933.841309
	Iteration 85Q: 3 clusters Score -1.742425e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149536 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -17424332.000000 Penalty: 5933.841309
	Iteration 86Q: 3 clusters Score -1.742433e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149812 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -17424338.000000 Penalty: 5933.841309
	Iteration 87Q: 3 clusters Score -1.742434e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150089 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -17424388.000000 Penalty: 5933.841309
	Iteration 88Q: 3 clusters Score -1.742439e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150338 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -17424444.000000 Penalty: 5933.841309
	Iteration 89Q: 3 clusters Score -1.742444e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150582 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -17424492.000000 Penalty: 5933.841309
	Iteration 90Q: 3 clusters Score -1.742449e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150818 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -17424518.000000 Penalty: 5933.841309
	Iteration 91Q: 3 clusters Score -1.742452e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151030 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -17424534.000000 Penalty: 5933.841309
	Iteration 92Q: 3 clusters Score -1.742453e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151213 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -17424544.000000 Penalty: 5933.841309
	Iteration 93Q: 3 clusters Score -1.742454e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151389 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -17424556.000000 Penalty: 5933.841309
	Iteration 94Q: 3 clusters Score -1.742456e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151534 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -17424618.000000 Penalty: 5933.841309
	Iteration 95Q: 3 clusters Score -1.742462e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151673 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -17424666.000000 Penalty: 5933.841309
	Iteration 96Q: 3 clusters Score -1.742467e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151810 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -17424708.000000 Penalty: 5933.841309
	Iteration 97Q: 3 clusters Score -1.742471e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151922 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -17424738.000000 Penalty: 5933.841309
	Iteration 98Q: 3 clusters Score -1.742474e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152023 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -17424730.000000 Penalty: 5933.841309
	Iteration 99Q: 3 clusters Score -1.742473e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152126 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -17424750.000000 Penalty: 5933.841309
	Iteration 100F: 3 clusters Score -1.742475e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152203 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -17424762.000000 Penalty: 5933.841309
	Iteration 101Q: 3 clusters Score -1.742476e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152274 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -17424778.000000 Penalty: 5933.841309
	Iteration 102Q: 3 clusters Score -1.742478e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152347 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -17424802.000000 Penalty: 5933.841309
	Iteration 103Q: 3 clusters Score -1.74248e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152423 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -17424828.000000 Penalty: 5933.841309
	Iteration 104Q: 3 clusters Score -1.742483e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152490 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -17424802.000000 Penalty: 5933.841309
	Iteration 105Q: 3 clusters Score -1.74248e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152550 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -17424814.000000 Penalty: 5933.841309
	Iteration 106Q: 3 clusters Score -1.742481e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152605 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -17424830.000000 Penalty: 5933.841309
	Iteration 107Q: 3 clusters Score -1.742483e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152674 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -17424848.000000 Penalty: 5933.841309
	Iteration 108Q: 3 clusters Score -1.742485e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152739 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -17424848.000000 Penalty: 5933.841309
	Iteration 109Q: 3 clusters Score -1.742485e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152800 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -17424842.000000 Penalty: 5933.841309
	Iteration 110Q: 3 clusters Score -1.742484e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152879 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -17424898.000000 Penalty: 5933.841309
	Iteration 111Q: 3 clusters Score -1.74249e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152946 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -17424916.000000 Penalty: 5933.841309
	Iteration 112Q: 3 clusters Score -1.742492e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153001 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -17424938.000000 Penalty: 5933.841309
	Iteration 113Q: 3 clusters Score -1.742494e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153056 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -17424932.000000 Penalty: 5933.841309
	Iteration 114Q: 3 clusters Score -1.742493e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153112 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -17424938.000000 Penalty: 5933.841309
	Iteration 115Q: 3 clusters Score -1.742494e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153165 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -17424944.000000 Penalty: 5933.841309
	Iteration 116Q: 3 clusters Score -1.742494e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153220 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -17424966.000000 Penalty: 5933.841309
	Iteration 117Q: 3 clusters Score -1.742497e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153266 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -17424946.000000 Penalty: 5933.841309
	Iteration 118Q: 3 clusters Score -1.742495e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153310 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -17424954.000000 Penalty: 5933.841309
	Iteration 119Q: 3 clusters Score -1.742495e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153360 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -17424968.000000 Penalty: 5933.841309
	Iteration 120F: 3 clusters Score -1.742497e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153405 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -17424988.000000 Penalty: 5933.841309
	Iteration 121Q: 3 clusters Score -1.742499e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153445 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -17424982.000000 Penalty: 5933.841309
	Iteration 122Q: 3 clusters Score -1.742498e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153481 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -17424992.000000 Penalty: 5933.841309
	Iteration 123Q: 3 clusters Score -1.742499e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153506 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -17424986.000000 Penalty: 5933.841309
	Iteration 124Q: 3 clusters Score -1.742499e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153542 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -17424992.000000 Penalty: 5933.841309
	Iteration 125Q: 3 clusters Score -1.742499e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153577 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -17425026.000000 Penalty: 5933.841309
	Iteration 126Q: 3 clusters Score -1.742503e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153615 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -17425034.000000 Penalty: 5933.841309
	Iteration 127Q: 3 clusters Score -1.742503e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153657 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -17425056.000000 Penalty: 5933.841309
	Iteration 128Q: 3 clusters Score -1.742506e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153700 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -17425050.000000 Penalty: 5933.841309
	Iteration 129Q: 3 clusters Score -1.742505e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153737 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -17425032.000000 Penalty: 5933.841309
	Iteration 130Q: 3 clusters Score -1.742503e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153776 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -17425044.000000 Penalty: 5933.841309
	Iteration 131Q: 3 clusters Score -1.742504e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153811 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -17425062.000000 Penalty: 5933.841309
	Iteration 132Q: 3 clusters Score -1.742506e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153838 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -17425078.000000 Penalty: 5933.841309
	Iteration 133Q: 3 clusters Score -1.742508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153861 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -17425078.000000 Penalty: 5933.841309
	Iteration 134Q: 3 clusters Score -1.742508e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153885 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -17425060.000000 Penalty: 5933.841309
	Iteration 135Q: 3 clusters Score -1.742506e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153905 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -17425064.000000 Penalty: 5933.841309
	Iteration 136Q: 3 clusters Score -1.742506e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153930 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -17425072.000000 Penalty: 5933.841309
	Iteration 137Q: 3 clusters Score -1.742507e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153964 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -17425052.000000 Penalty: 5933.841309
	Iteration 138Q: 3 clusters Score -1.742505e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153999 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -17425088.000000 Penalty: 5933.841309
	Iteration 139Q: 3 clusters Score -1.742509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154030 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -17425094.000000 Penalty: 5933.841309
	Iteration 140F: 3 clusters Score -1.742509e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154062 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -17425120.000000 Penalty: 5933.841309
	Iteration 141Q: 3 clusters Score -1.742512e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154096 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -17425110.000000 Penalty: 5933.841309
	Iteration 142Q: 3 clusters Score -1.742511e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154123 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -17425104.000000 Penalty: 5933.841309
	Iteration 143Q: 3 clusters Score -1.74251e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154148 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -17425116.000000 Penalty: 5933.841309
	Iteration 144Q: 3 clusters Score -1.742512e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154176 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -17425130.000000 Penalty: 5933.841309
	Iteration 145Q: 3 clusters Score -1.742513e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154192 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -17425140.000000 Penalty: 5933.841309
	Iteration 146Q: 3 clusters Score -1.742514e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154209 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -17425146.000000 Penalty: 5933.841309
	Iteration 147Q: 3 clusters Score -1.742515e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154230 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -17425142.000000 Penalty: 5933.841309
	Iteration 148Q: 3 clusters Score -1.742514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154248 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -17425154.000000 Penalty: 5933.841309
	Iteration 149Q: 3 clusters Score -1.742515e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154271 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -17425146.000000 Penalty: 5933.841309
	Iteration 150Q: 3 clusters Score -1.742515e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154294 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -17425148.000000 Penalty: 5933.841309
	Iteration 151Q: 3 clusters Score -1.742515e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154317 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -17425150.000000 Penalty: 5933.841309
	Iteration 152Q: 3 clusters Score -1.742515e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154344 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -17425166.000000 Penalty: 5933.841309
	Iteration 153Q: 3 clusters Score -1.742517e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154360 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -17425160.000000 Penalty: 5933.841309
	Iteration 154Q: 3 clusters Score -1.742516e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154386 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -17425154.000000 Penalty: 5933.841309
	Iteration 155Q: 3 clusters Score -1.742515e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154407 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -17425160.000000 Penalty: 5933.841309
	Iteration 156Q: 3 clusters Score -1.742516e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154427 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -17425172.000000 Penalty: 5933.841309
	Iteration 157Q: 3 clusters Score -1.742517e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154446 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -17425180.000000 Penalty: 5933.841309
	Iteration 158Q: 3 clusters Score -1.742518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154459 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -17425182.000000 Penalty: 5933.841309
	Iteration 159Q: 3 clusters Score -1.742518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154476 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -17425190.000000 Penalty: 5933.841309
	Iteration 160F: 3 clusters Score -1.742519e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154487 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -17425188.000000 Penalty: 5933.841309
	Iteration 161Q: 3 clusters Score -1.742519e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154501 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -17425194.000000 Penalty: 5933.841309
	Iteration 162Q: 3 clusters Score -1.742519e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154514 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -17425180.000000 Penalty: 5933.841309
	Iteration 163Q: 3 clusters Score -1.742518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154531 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -17425184.000000 Penalty: 5933.841309
	Iteration 164Q: 3 clusters Score -1.742518e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154548 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -17425190.000000 Penalty: 5933.841309
	Iteration 165Q: 3 clusters Score -1.742519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154567 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -17425176.000000 Penalty: 5933.841309
	Iteration 166Q: 3 clusters Score -1.742518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154581 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -17425194.000000 Penalty: 5933.841309
	Iteration 167Q: 3 clusters Score -1.742519e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154598 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -17425214.000000 Penalty: 5933.841309
	Iteration 168Q: 3 clusters Score -1.742521e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154612 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -17425220.000000 Penalty: 5933.841309
	Iteration 169Q: 3 clusters Score -1.742522e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154623 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -17425212.000000 Penalty: 5933.841309
	Iteration 170Q: 3 clusters Score -1.742521e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154635 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -17425224.000000 Penalty: 5933.841309
	Iteration 171Q: 3 clusters Score -1.742522e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154650 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -17425222.000000 Penalty: 5933.841309
	Iteration 172Q: 3 clusters Score -1.742522e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154658 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -17425254.000000 Penalty: 5933.841309
	Iteration 173Q: 3 clusters Score -1.742525e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154666 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -17425240.000000 Penalty: 5933.841309
	Iteration 174Q: 3 clusters Score -1.742524e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154676 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -17425260.000000 Penalty: 5933.841309
	Iteration 175Q: 3 clusters Score -1.742526e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154686 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -17425266.000000 Penalty: 5933.841309
	Iteration 176Q: 3 clusters Score -1.742527e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154699 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -17425264.000000 Penalty: 5933.841309
	Iteration 177Q: 3 clusters Score -1.742526e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154712 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -17425272.000000 Penalty: 5933.841309
	Iteration 178Q: 3 clusters Score -1.742527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154723 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -17425296.000000 Penalty: 5933.841309
	Iteration 179Q: 3 clusters Score -1.74253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154722 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -17425290.000000 Penalty: 5933.841309
	Iteration 180F: 3 clusters Score -1.742529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154727 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -17425296.000000 Penalty: 5933.841309
	Iteration 181Q: 3 clusters Score -1.74253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154735 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -17425290.000000 Penalty: 5933.841309
	Iteration 182Q: 3 clusters Score -1.742529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154741 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -17425276.000000 Penalty: 5933.841309
	Iteration 183Q: 3 clusters Score -1.742528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154745 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -17425274.000000 Penalty: 5933.841309
	Iteration 184Q: 3 clusters Score -1.742527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154749 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -17425290.000000 Penalty: 5933.841309
	Iteration 185Q: 3 clusters Score -1.742529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154754 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -17425290.000000 Penalty: 5933.841309
	Iteration 186Q: 3 clusters Score -1.742529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154758 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -17425304.000000 Penalty: 5933.841309
	Iteration 187Q: 3 clusters Score -1.74253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154765 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -17425304.000000 Penalty: 5933.841309
	Iteration 188Q: 3 clusters Score -1.74253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154774 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -17425304.000000 Penalty: 5933.841309
	Iteration 189Q: 3 clusters Score -1.74253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154784 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -17425306.000000 Penalty: 5933.841309
	Iteration 190Q: 3 clusters Score -1.742531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154790 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -17425316.000000 Penalty: 5933.841309
	Iteration 191Q: 3 clusters Score -1.742532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154799 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -17425318.000000 Penalty: 5933.841309
	Iteration 192Q: 3 clusters Score -1.742532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154801 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -17425332.000000 Penalty: 5933.841309
	Iteration 193Q: 3 clusters Score -1.742533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154805 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -17425316.000000 Penalty: 5933.841309
	Iteration 194Q: 3 clusters Score -1.742532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154808 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -17425310.000000 Penalty: 5933.841309
	Iteration 195Q: 3 clusters Score -1.742531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154811 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -17425310.000000 Penalty: 5933.841309
	Iteration 196Q: 3 clusters Score -1.742531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154812 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -17425316.000000 Penalty: 5933.841309
	Iteration 197Q: 3 clusters Score -1.742532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154810 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -17425304.000000 Penalty: 5933.841309
	Iteration 198Q: 3 clusters Score -1.74253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154810 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -17425288.000000 Penalty: 5933.841309
	Iteration 199Q: 3 clusters Score -1.742529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154810 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -17425304.000000 Penalty: 5933.841309
	Iteration 200F: 3 clusters Score -1.74253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154812 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -17425302.000000 Penalty: 5933.841309
	Iteration 201Q: 3 clusters Score -1.74253e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154814 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -17425302.000000 Penalty: 5933.841309
	Iteration 202Q: 3 clusters Score -1.74253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154818 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -17425314.000000 Penalty: 5933.841309
	Iteration 203Q: 3 clusters Score -1.742531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154829 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -17425332.000000 Penalty: 5933.841309
	Iteration 204Q: 3 clusters Score -1.742533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154836 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -17425338.000000 Penalty: 5933.841309
	Iteration 205Q: 3 clusters Score -1.742534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154838 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -17425328.000000 Penalty: 5933.841309
	Iteration 206Q: 3 clusters Score -1.742533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154839 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -17425330.000000 Penalty: 5933.841309
	Iteration 207Q: 3 clusters Score -1.742533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154837 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -17425340.000000 Penalty: 5933.841309
	Iteration 208Q: 3 clusters Score -1.742534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154839 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -17425330.000000 Penalty: 5933.841309
	Iteration 209Q: 3 clusters Score -1.742533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154839 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -17425338.000000 Penalty: 5933.841309
	Iteration 210Q: 3 clusters Score -1.742534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154844 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -17425338.000000 Penalty: 5933.841309
	Iteration 211Q: 3 clusters Score -1.742534e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154848 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -17425340.000000 Penalty: 5933.841309
	Iteration 212Q: 3 clusters Score -1.742534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154855 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -17425336.000000 Penalty: 5933.841309
	Iteration 213Q: 3 clusters Score -1.742534e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154862 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -17425332.000000 Penalty: 5933.841309
	Iteration 214Q: 3 clusters Score -1.742533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154864 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -17425342.000000 Penalty: 5933.841309
	Iteration 215Q: 3 clusters Score -1.742534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154860 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -17425352.000000 Penalty: 5933.841309
	Iteration 216Q: 3 clusters Score -1.742535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154859 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -17425344.000000 Penalty: 5933.841309
	Iteration 217Q: 3 clusters Score -1.742534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154859 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -17425342.000000 Penalty: 5933.841309
	Iteration 218Q: 3 clusters Score -1.742534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154858 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -17425366.000000 Penalty: 5933.841309
	Iteration 219Q: 3 clusters Score -1.742537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154862 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -17425360.000000 Penalty: 5933.841309
	Iteration 220F: 3 clusters Score -1.742536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154863 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -17425368.000000 Penalty: 5933.841309
	Iteration 221Q: 3 clusters Score -1.742537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154866 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -17425356.000000 Penalty: 5933.841309
	Iteration 222Q: 3 clusters Score -1.742536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154869 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -17425362.000000 Penalty: 5933.841309
	Iteration 223Q: 3 clusters Score -1.742536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154868 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -17425368.000000 Penalty: 5933.841309
	Iteration 224Q: 3 clusters Score -1.742537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154877 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -17425382.000000 Penalty: 5933.841309
	Iteration 225Q: 3 clusters Score -1.742538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154887 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -17425406.000000 Penalty: 5933.841309
	Iteration 226Q: 3 clusters Score -1.742541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154889 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -17425402.000000 Penalty: 5933.841309
	Iteration 227Q: 3 clusters Score -1.74254e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154897 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -17425408.000000 Penalty: 5933.841309
	Iteration 228Q: 3 clusters Score -1.742541e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154904 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -17425416.000000 Penalty: 5933.841309
	Iteration 229Q: 3 clusters Score -1.742542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154908 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -17425412.000000 Penalty: 5933.841309
	Iteration 230Q: 3 clusters Score -1.742541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154911 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -17425412.000000 Penalty: 5933.841309
	Iteration 231Q: 3 clusters Score -1.742541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154918 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -17425412.000000 Penalty: 5933.841309
	Iteration 232Q: 3 clusters Score -1.742541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154927 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -17425408.000000 Penalty: 5933.841309
	Iteration 233Q: 3 clusters Score -1.742541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154933 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -17425394.000000 Penalty: 5933.841309
	Iteration 234Q: 3 clusters Score -1.742539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154937 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -17425412.000000 Penalty: 5933.841309
	Iteration 235Q: 3 clusters Score -1.742541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154941 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -17425422.000000 Penalty: 5933.841309
	Iteration 236Q: 3 clusters Score -1.742542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154943 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -17425420.000000 Penalty: 5933.841309
	Iteration 237Q: 3 clusters Score -1.742542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154944 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -17425408.000000 Penalty: 5933.841309
	Iteration 238Q: 3 clusters Score -1.742541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154946 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -17425428.000000 Penalty: 5933.841309
	Iteration 239Q: 3 clusters Score -1.742543e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154952 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -17425430.000000 Penalty: 5933.841309
	Iteration 240F: 3 clusters Score -1.742543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154957 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -17425426.000000 Penalty: 5933.841309
	Iteration 241Q: 3 clusters Score -1.742543e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154969 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -17425430.000000 Penalty: 5933.841309
	Iteration 242Q: 3 clusters Score -1.742543e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154968 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -17425442.000000 Penalty: 5933.841309
	Iteration 243Q: 3 clusters Score -1.742544e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154976 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -17425438.000000 Penalty: 5933.841309
	Iteration 244Q: 3 clusters Score -1.742544e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154985 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -17425432.000000 Penalty: 5933.841309
	Iteration 245Q: 3 clusters Score -1.742543e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154994 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -17425416.000000 Penalty: 5933.841309
	Iteration 246Q: 3 clusters Score -1.742542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154999 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -17425420.000000 Penalty: 5933.841309
	Iteration 247Q: 3 clusters Score -1.742542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155000 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -17425436.000000 Penalty: 5933.841309
	Iteration 248Q: 3 clusters Score -1.742544e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155002 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -17425446.000000 Penalty: 5933.841309
	Iteration 249Q: 3 clusters Score -1.742545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155007 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -17425444.000000 Penalty: 5933.841309
	Iteration 250Q: 3 clusters Score -1.742544e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155012 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -17425452.000000 Penalty: 5933.841309
	Iteration 251Q: 3 clusters Score -1.742545e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155015 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -17425450.000000 Penalty: 5933.841309
	Iteration 252Q: 3 clusters Score -1.742545e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155015 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -17425468.000000 Penalty: 5933.841309
	Iteration 253Q: 3 clusters Score -1.742547e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155023 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -17425466.000000 Penalty: 5933.841309
	Iteration 254Q: 3 clusters Score -1.742547e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155031 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -17425482.000000 Penalty: 5933.841309
	Iteration 255Q: 3 clusters Score -1.742548e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155033 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -17425496.000000 Penalty: 5933.841309
	Iteration 256Q: 3 clusters Score -1.74255e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155037 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -17425504.000000 Penalty: 5933.841309
	Iteration 257Q: 3 clusters Score -1.74255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155034 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -17425510.000000 Penalty: 5933.841309
	Iteration 258Q: 3 clusters Score -1.742551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155033 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -17425516.000000 Penalty: 5933.841309
	Iteration 259Q: 3 clusters Score -1.742552e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155031 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -17425520.000000 Penalty: 5933.841309
	Iteration 260F: 3 clusters Score -1.742552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155029 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -17425524.000000 Penalty: 5933.841309
	Iteration 261Q: 3 clusters Score -1.742552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155024 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -17425524.000000 Penalty: 5933.841309
	Iteration 262Q: 3 clusters Score -1.742552e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155025 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -17425524.000000 Penalty: 5933.841309
	Iteration 263Q: 3 clusters Score -1.742552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155023 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -17425526.000000 Penalty: 5933.841309
	Iteration 264Q: 3 clusters Score -1.742553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155022 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -17425530.000000 Penalty: 5933.841309
	Iteration 265Q: 3 clusters Score -1.742553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155018 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -17425538.000000 Penalty: 5933.841309
	Iteration 266Q: 3 clusters Score -1.742554e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155016 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -17425528.000000 Penalty: 5933.841309
	Iteration 267Q: 3 clusters Score -1.742553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155015 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -17425544.000000 Penalty: 5933.841309
	Iteration 268Q: 3 clusters Score -1.742554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155018 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -17425542.000000 Penalty: 5933.841309
	Iteration 269Q: 3 clusters Score -1.742554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155021 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -17425534.000000 Penalty: 5933.841309
	Iteration 270Q: 3 clusters Score -1.742553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155023 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -17425548.000000 Penalty: 5933.841309
	Iteration 271Q: 3 clusters Score -1.742555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155025 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -17425556.000000 Penalty: 5933.841309
	Iteration 272Q: 3 clusters Score -1.742556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155029 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -17425544.000000 Penalty: 5933.841309
	Iteration 273Q: 3 clusters Score -1.742554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155030 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -17425542.000000 Penalty: 5933.841309
	Iteration 274Q: 3 clusters Score -1.742554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155030 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -17425554.000000 Penalty: 5933.841309
	Iteration 275Q: 3 clusters Score -1.742555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155033 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -17425546.000000 Penalty: 5933.841309
	Iteration 276Q: 3 clusters Score -1.742555e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155032 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -17425570.000000 Penalty: 5933.841309
	Iteration 277Q: 3 clusters Score -1.742557e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155034 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -17425560.000000 Penalty: 5933.841309
	Iteration 278Q: 3 clusters Score -1.742556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155031 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -17425548.000000 Penalty: 5933.841309
	Iteration 279Q: 3 clusters Score -1.742555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155028 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -17425572.000000 Penalty: 5933.841309
	Iteration 280F: 3 clusters Score -1.742557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155029 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -17425580.000000 Penalty: 5933.841309
	Iteration 281Q: 3 clusters Score -1.742558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155028 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -17425582.000000 Penalty: 5933.841309
	Iteration 282Q: 3 clusters Score -1.742558e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155028 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -17425584.000000 Penalty: 5933.841309
	Iteration 283Q: 3 clusters Score -1.742558e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155028 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -17425570.000000 Penalty: 5933.841309
	Iteration 284Q: 3 clusters Score -1.742557e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155028 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -17425570.000000 Penalty: 5933.841309
	Iteration 285F: 3 clusters Score -1.742557e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Entering Unmasked Estep 
Score: -4595130.000000 Penalty: 2642.059082
	Iteration 0F: 2 clusters Score -4595130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -4566579.000000 Penalty: 5284.118164
	Iteration 0F: 3 clusters Score -4566579 nChanged 19307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -4577190.000000 Penalty: 5284.118164
	Iteration 1F: 3 clusters Score -4577190 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -4577600.500000 Penalty: 5284.118164
	Iteration 2Q: 3 clusters Score -4577600 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -4577925.500000 Penalty: 5284.118164
	Iteration 3Q: 3 clusters Score -4577926 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -4578211.500000 Penalty: 5284.118164
	Iteration 4Q: 3 clusters Score -4578212 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -4578459.000000 Penalty: 5284.118164
	Iteration 5Q: 3 clusters Score -4578459 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -4578763.500000 Penalty: 5284.118164
	Iteration 6Q: 3 clusters Score -4578764 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4579148.000000 Penalty: 5284.118164
	Iteration 7Q: 3 clusters Score -4579148 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -4579737.000000 Penalty: 5284.118164
	Iteration 8Q: 3 clusters Score -4579737 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -4580632.000000 Penalty: 5284.118164
	Iteration 9Q: 3 clusters Score -4580632 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4582031.500000 Penalty: 5284.118164
	Iteration 10F: 3 clusters Score -4582032 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -4584207.500000 Penalty: 5284.118164
	Iteration 11F: 3 clusters Score -4584208 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -4586952.500000 Penalty: 5284.118164
	Iteration 12F: 3 clusters Score -4586952 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4589570.000000 Penalty: 5284.118164
	Iteration 13F: 3 clusters Score -4589570 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4591283.000000 Penalty: 5284.118164
	Iteration 14Q: 3 clusters Score -4591283 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4592116.000000 Penalty: 5284.118164
	Iteration 15Q: 3 clusters Score -4592116 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4592459.500000 Penalty: 5284.118164
	Iteration 16Q: 3 clusters Score -4592460 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4592604.500000 Penalty: 5284.118164
	Iteration 17Q: 3 clusters Score -4592604 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4592668.000000 Penalty: 5284.118164
	Iteration 18Q: 3 clusters Score -4592668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4592713.000000 Penalty: 5284.118164
	Iteration 19Q: 3 clusters Score -4592713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4592730.500000 Penalty: 5284.118164
	Iteration 20F: 3 clusters Score -4592730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4592741.500000 Penalty: 5284.118164
	Iteration 21Q: 3 clusters Score -4592742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4592748.000000 Penalty: 5284.118164
	Iteration 22Q: 3 clusters Score -4592748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4592749.000000 Penalty: 5284.118164
	Iteration 23Q: 3 clusters Score -4592749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4592756.000000 Penalty: 5284.118164
	Iteration 24Q: 3 clusters Score -4592756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4592764.500000 Penalty: 5284.118164
	Iteration 25Q: 3 clusters Score -4592764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4592780.000000 Penalty: 5284.118164
	Iteration 26Q: 3 clusters Score -4592780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4592782.500000 Penalty: 5284.118164
	Iteration 27Q: 3 clusters Score -4592782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4592785.000000 Penalty: 5284.118164
	Iteration 28Q: 3 clusters Score -4592785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4592790.000000 Penalty: 5284.118164
	Iteration 29Q: 3 clusters Score -4592790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4592795.500000 Penalty: 5284.118164
	Iteration 30Q: 3 clusters Score -4592796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4592797.500000 Penalty: 5284.118164
	Iteration 31Q: 3 clusters Score -4592798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4592799.000000 Penalty: 5284.118164
	Iteration 32Q: 3 clusters Score -4592799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4592804.500000 Penalty: 5284.118164
	Iteration 33Q: 3 clusters Score -4592804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4592805.500000 Penalty: 5284.118164
	Iteration 34Q: 3 clusters Score -4592806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4592806.500000 Penalty: 5284.118164
	Iteration 35Q: 3 clusters Score -4592806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4592806.500000 Penalty: 5284.118164
	Iteration 36F: 3 clusters Score -4592806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -290404.531250 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -290404.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -287381.500000 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -287381.5 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -287972.843750 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -287972.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -288114.500000 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -288114.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -288203.687500 Penalty: 3906.624512
	Iteration 3Q: 3 clusters Score -288203.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -288264.062500 Penalty: 3906.624512
	Iteration 4Q: 3 clusters Score -288264.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -288304.500000 Penalty: 3906.624512
	Iteration 5Q: 3 clusters Score -288304.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -288339.812500 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -288339.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -288368.156250 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -288368.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -288396.281250 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -288396.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -288418.250000 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -288418.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -288432.750000 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -288432.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -288444.062500 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -288444.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -288456.218750 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -288456.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -288473.406250 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -288473.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -288489.281250 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -288489.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -288501.125000 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -288501.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -288515.093750 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -288515.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -288525.437500 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -288525.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -288539.343750 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -288539.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -288547.218750 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -288547.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -288552.750000 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -288552.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -288558.812500 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -288558.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -288563.750000 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -288563.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -288565.750000 Penalty: 3906.624512
	Iteration 23Q: 3 clusters Score -288565.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -288566.781250 Penalty: 3906.624512
	Iteration 24Q: 3 clusters Score -288566.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -288568.687500 Penalty: 3906.624512
	Iteration 25Q: 3 clusters Score -288568.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -288571.156250 Penalty: 3906.624512
	Iteration 26Q: 3 clusters Score -288571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -288571.906250 Penalty: 3906.624512
	Iteration 27Q: 3 clusters Score -288571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -288574.875000 Penalty: 3906.624512
	Iteration 28Q: 3 clusters Score -288574.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -288576.281250 Penalty: 3906.624512
	Iteration 29Q: 3 clusters Score -288576.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -288580.062500 Penalty: 3906.624512
	Iteration 30Q: 3 clusters Score -288580.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -288583.593750 Penalty: 3906.624512
	Iteration 31Q: 3 clusters Score -288583.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -288587.031250 Penalty: 3906.624512
	Iteration 32Q: 3 clusters Score -288587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -288588.312500 Penalty: 3906.624512
	Iteration 33Q: 3 clusters Score -288588.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -288590.937500 Penalty: 3906.624512
	Iteration 34Q: 3 clusters Score -288590.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -288593.312500 Penalty: 3906.624512
	Iteration 35Q: 3 clusters Score -288593.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -288595.593750 Penalty: 3906.624512
	Iteration 36Q: 3 clusters Score -288595.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -288598.812500 Penalty: 3906.624512
	Iteration 37Q: 3 clusters Score -288598.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -288603.156250 Penalty: 3906.624512
	Iteration 38Q: 3 clusters Score -288603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -288607.531250 Penalty: 3906.624512
	Iteration 39Q: 3 clusters Score -288607.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -288612.500000 Penalty: 3906.624512
	Iteration 40F: 3 clusters Score -288612.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -288618.750000 Penalty: 3906.624512
	Iteration 41Q: 3 clusters Score -288618.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -288626.687500 Penalty: 3906.624512
	Iteration 42Q: 3 clusters Score -288626.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -288635.531250 Penalty: 3906.624512
	Iteration 43Q: 3 clusters Score -288635.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -288644.093750 Penalty: 3906.624512
	Iteration 44Q: 3 clusters Score -288644.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -288656.593750 Penalty: 3906.624512
	Iteration 45Q: 3 clusters Score -288656.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -288664.281250 Penalty: 3906.624512
	Iteration 46Q: 3 clusters Score -288664.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -288673.125000 Penalty: 3906.624512
	Iteration 47Q: 3 clusters Score -288673.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -288685.562500 Penalty: 3906.624512
	Iteration 48Q: 3 clusters Score -288685.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -288698.312500 Penalty: 3906.624512
	Iteration 49Q: 3 clusters Score -288698.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -288710.625000 Penalty: 3906.624512
	Iteration 50Q: 3 clusters Score -288710.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -288725.156250 Penalty: 3906.624512
	Iteration 51Q: 3 clusters Score -288725.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -288746.031250 Penalty: 3906.624512
	Iteration 52Q: 3 clusters Score -288746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -288779.625000 Penalty: 3906.624512
	Iteration 53Q: 3 clusters Score -288779.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -288822.625000 Penalty: 3906.624512
	Iteration 54Q: 3 clusters Score -288822.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -288857.468750 Penalty: 3906.624512
	Iteration 55Q: 3 clusters Score -288857.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -288894.250000 Penalty: 3906.624512
	Iteration 56Q: 3 clusters Score -288894.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -288923.000000 Penalty: 3906.624512
	Iteration 57Q: 3 clusters Score -288923 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -288972.156250 Penalty: 3906.624512
	Iteration 58Q: 3 clusters Score -288972.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -289023.000000 Penalty: 3906.624512
	Iteration 59Q: 3 clusters Score -289023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -289088.156250 Penalty: 3906.624512
	Iteration 60F: 3 clusters Score -289088.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -289159.093750 Penalty: 3906.624512
	Iteration 61Q: 3 clusters Score -289159.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -289234.937500 Penalty: 3906.624512
	Iteration 62Q: 3 clusters Score -289234.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -289321.218750 Penalty: 3906.624512
	Iteration 63Q: 3 clusters Score -289321.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -289432.375000 Penalty: 3906.624512
	Iteration 64Q: 3 clusters Score -289432.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -289595.906250 Penalty: 3906.624512
	Iteration 65Q: 3 clusters Score -289595.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -289748.812500 Penalty: 3906.624512
	Iteration 66Q: 3 clusters Score -289748.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -289832.000000 Penalty: 3906.624512
	Iteration 67Q: 3 clusters Score -289832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -289861.312500 Penalty: 3906.624512
	Iteration 68Q: 3 clusters Score -289861.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -289868.562500 Penalty: 3906.624512
	Iteration 69Q: 3 clusters Score -289868.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -289874.187500 Penalty: 3906.624512
	Iteration 70Q: 3 clusters Score -289874.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -289876.375000 Penalty: 3906.624512
	Iteration 71Q: 3 clusters Score -289876.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -289878.000000 Penalty: 3906.624512
	Iteration 72Q: 3 clusters Score -289878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -289879.406250 Penalty: 3906.624512
	Iteration 73F: 3 clusters Score -289879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -289879.406250 Penalty: 3906.624512
	Iteration 74Q: 3 clusters Score -289879.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -289879.406250 Penalty: 3906.624512
	Iteration 75F: 3 clusters Score -289879.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Entering Unmasked Estep 
Score: -1247886.250000 Penalty: 2314.254883
	Iteration 0F: 2 clusters Score -1247886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1239273.000000 Penalty: 4628.509766
	Iteration 0F: 3 clusters Score -1239273 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1241887.000000 Penalty: 4628.509766
	Iteration 1F: 3 clusters Score -1241887 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1242226.250000 Penalty: 4628.509766
	Iteration 2F: 3 clusters Score -1242226 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1242544.125000 Penalty: 4628.509766
	Iteration 3F: 3 clusters Score -1242544 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1242858.250000 Penalty: 4628.509766
	Iteration 4Q: 3 clusters Score -1242858 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1243216.750000 Penalty: 4628.509766
	Iteration 5F: 3 clusters Score -1243217 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1243639.875000 Penalty: 4628.509766
	Iteration 6F: 3 clusters Score -1243640 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1244065.500000 Penalty: 4628.509766
	Iteration 7F: 3 clusters Score -1244066 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1244470.000000 Penalty: 4628.509766
	Iteration 8F: 3 clusters Score -1244470 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1244878.000000 Penalty: 4628.509766
	Iteration 9Q: 3 clusters Score -1244878 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1245253.625000 Penalty: 4628.509766
	Iteration 10Q: 3 clusters Score -1245254 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1245559.375000 Penalty: 4628.509766
	Iteration 11Q: 3 clusters Score -1245559 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1245839.875000 Penalty: 4628.509766
	Iteration 12Q: 3 clusters Score -1245840 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1246042.375000 Penalty: 4628.509766
	Iteration 13Q: 3 clusters Score -1246042 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1246145.500000 Penalty: 4628.509766
	Iteration 14Q: 3 clusters Score -1246146 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1246210.375000 Penalty: 4628.509766
	Iteration 15Q: 3 clusters Score -1246210 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1246250.500000 Penalty: 4628.509766
	Iteration 16Q: 3 clusters Score -1246250 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1246270.875000 Penalty: 4628.509766
	Iteration 17Q: 3 clusters Score -1246271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1246281.875000 Penalty: 4628.509766
	Iteration 18Q: 3 clusters Score -1246282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1246295.375000 Penalty: 4628.509766
	Iteration 19Q: 3 clusters Score -1246295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1246299.625000 Penalty: 4628.509766
	Iteration 20F: 3 clusters Score -1246300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1246300.875000 Penalty: 4628.509766
	Iteration 21Q: 3 clusters Score -1246301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1246305.750000 Penalty: 4628.509766
	Iteration 22Q: 3 clusters Score -1246306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1246310.250000 Penalty: 4628.509766
	Iteration 23Q: 3 clusters Score -1246310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1246305.250000 Penalty: 4628.509766
	Iteration 24Q: 3 clusters Score -1246305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1246305.250000 Penalty: 4628.509766
	Iteration 25Q: 3 clusters Score -1246305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1246307.250000 Penalty: 4628.509766
	Iteration 26Q: 3 clusters Score -1246307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1246309.625000 Penalty: 4628.509766
	Iteration 27Q: 3 clusters Score -1246310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1246309.625000 Penalty: 4628.509766
	Iteration 28F: 3 clusters Score -1246310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -134763.593750 Penalty: 1779.141602
	Iteration 0F: 2 clusters Score -134763.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -132594.593750 Penalty: 3558.283203
	Iteration 0F: 3 clusters Score -132594.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -132906.453125 Penalty: 3558.283203
	Iteration 1F: 3 clusters Score -132906.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -133010.828125 Penalty: 3558.283203
	Iteration 2F: 3 clusters Score -133010.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -133073.359375 Penalty: 3558.283203
	Iteration 3Q: 3 clusters Score -133073.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133115.546875 Penalty: 3558.283203
	Iteration 4Q: 3 clusters Score -133115.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -133140.906250 Penalty: 3558.283203
	Iteration 5Q: 3 clusters Score -133140.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133164.750000 Penalty: 3558.283203
	Iteration 6Q: 3 clusters Score -133164.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -133194.109375 Penalty: 3558.283203
	Iteration 7Q: 3 clusters Score -133194.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -133224.578125 Penalty: 3558.283203
	Iteration 8Q: 3 clusters Score -133224.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -133256.609375 Penalty: 3558.283203
	Iteration 9Q: 3 clusters Score -133256.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -133299.593750 Penalty: 3558.283203
	Iteration 10Q: 3 clusters Score -133299.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133336.828125 Penalty: 3558.283203
	Iteration 11Q: 3 clusters Score -133336.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -133371.984375 Penalty: 3558.283203
	Iteration 12Q: 3 clusters Score -133372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -133422.296875 Penalty: 3558.283203
	Iteration 13Q: 3 clusters Score -133422.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133472.671875 Penalty: 3558.283203
	Iteration 14Q: 3 clusters Score -133472.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -133547.968750 Penalty: 3558.283203
	Iteration 15Q: 3 clusters Score -133548 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -133620.125000 Penalty: 3558.283203
	Iteration 16Q: 3 clusters Score -133620.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -133709.328125 Penalty: 3558.283203
	Iteration 17Q: 3 clusters Score -133709.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -133829.843750 Penalty: 3558.283203
	Iteration 18Q: 3 clusters Score -133829.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -133920.031250 Penalty: 3558.283203
	Iteration 19Q: 3 clusters Score -133920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -133989.000000 Penalty: 3558.283203
	Iteration 20F: 3 clusters Score -133989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -134034.453125 Penalty: 3558.283203
	Iteration 21Q: 3 clusters Score -134034.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -134059.750000 Penalty: 3558.283203
	Iteration 22Q: 3 clusters Score -134059.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -134080.328125 Penalty: 3558.283203
	Iteration 23Q: 3 clusters Score -134080.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -134095.296875 Penalty: 3558.283203
	Iteration 24Q: 3 clusters Score -134095.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -134104.250000 Penalty: 3558.283203
	Iteration 25Q: 3 clusters Score -134104.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -134108.078125 Penalty: 3558.283203
	Iteration 26Q: 3 clusters Score -134108.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -134110.312500 Penalty: 3558.283203
	Iteration 27Q: 3 clusters Score -134110.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -134111.500000 Penalty: 3558.283203
	Iteration 28Q: 3 clusters Score -134111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -134111.500000 Penalty: 3558.283203
	Iteration 29F: 3 clusters Score -134111.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -466481.968750 Penalty: 2108.717041
	Iteration 0F: 2 clusters Score -466482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -462150.812500 Penalty: 4217.434082
	Iteration 0F: 3 clusters Score -462150.8 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -463363.718750 Penalty: 4217.434082
	Iteration 1F: 3 clusters Score -463363.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -463696.000000 Penalty: 4217.434082
	Iteration 2F: 3 clusters Score -463696 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -463969.875000 Penalty: 4217.434082
	Iteration 3F: 3 clusters Score -463969.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -464257.031250 Penalty: 4217.434082
	Iteration 4F: 3 clusters Score -464257 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -464550.000000 Penalty: 4217.434082
	Iteration 5F: 3 clusters Score -464550 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -464850.531250 Penalty: 4217.434082
	Iteration 6F: 3 clusters Score -464850.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -465082.093750 Penalty: 4217.434082
	Iteration 7Q: 3 clusters Score -465082.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -465255.281250 Penalty: 4217.434082
	Iteration 8Q: 3 clusters Score -465255.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -465355.437500 Penalty: 4217.434082
	Iteration 9Q: 3 clusters Score -465355.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -465426.218750 Penalty: 4217.434082
	Iteration 10Q: 3 clusters Score -465426.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -465459.562500 Penalty: 4217.434082
	Iteration 11Q: 3 clusters Score -465459.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -465477.968750 Penalty: 4217.434082
	Iteration 12Q: 3 clusters Score -465478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -465490.031250 Penalty: 4217.434082
	Iteration 13Q: 3 clusters Score -465490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -465503.062500 Penalty: 4217.434082
	Iteration 14Q: 3 clusters Score -465503.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -465510.593750 Penalty: 4217.434082
	Iteration 15Q: 3 clusters Score -465510.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -465513.375000 Penalty: 4217.434082
	Iteration 16Q: 3 clusters Score -465513.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -465517.125000 Penalty: 4217.434082
	Iteration 17Q: 3 clusters Score -465517.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -465518.718750 Penalty: 4217.434082
	Iteration 18Q: 3 clusters Score -465518.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -465521.625000 Penalty: 4217.434082
	Iteration 19Q: 3 clusters Score -465521.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -465523.906250 Penalty: 4217.434082
	Iteration 20F: 3 clusters Score -465523.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -465525.875000 Penalty: 4217.434082
	Iteration 21Q: 3 clusters Score -465525.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -465527.312500 Penalty: 4217.434082
	Iteration 22Q: 3 clusters Score -465527.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -465527.312500 Penalty: 4217.434082
	Iteration 23F: 3 clusters Score -465527.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -98776.703125 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -98776.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -96807.898438 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -96807.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -97354.562500 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -97354.56 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -97769.625000 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -97769.62 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -98205.328125 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -98205.33 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98484.359375 Penalty: 3480.238281
	Iteration 4F: 3 clusters Score -98484.36 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -98653.546875 Penalty: 3480.238281
	Iteration 5F: 3 clusters Score -98653.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -98785.062500 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -98785.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -98924.718750 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -98924.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -99016.914062 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -99016.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99073.726562 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -99073.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -99106.671875 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -99106.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -99167.031250 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -99167.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -99198.328125 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -99198.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -99202.140625 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -99202.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -99207.953125 Penalty: 3480.238281
	Iteration 14Q: 3 clusters Score -99207.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -99211.578125 Penalty: 3480.238281
	Iteration 15Q: 3 clusters Score -99211.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99225.882812 Penalty: 3480.238281
	Iteration 16Q: 3 clusters Score -99225.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99248.117188 Penalty: 3480.238281
	Iteration 17Q: 3 clusters Score -99248.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99271.554688 Penalty: 3480.238281
	Iteration 18Q: 3 clusters Score -99271.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -99281.921875 Penalty: 3480.238281
	Iteration 19Q: 3 clusters Score -99281.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -99309.679688 Penalty: 3480.238281
	Iteration 20F: 3 clusters Score -99309.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -99349.601562 Penalty: 3480.238281
	Iteration 21Q: 3 clusters Score -99349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -99353.937500 Penalty: 3480.238281
	Iteration 22Q: 3 clusters Score -99353.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -99358.070312 Penalty: 3480.238281
	Iteration 23Q: 3 clusters Score -99358.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -99360.710938 Penalty: 3480.238281
	Iteration 24Q: 3 clusters Score -99360.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -99362.203125 Penalty: 3480.238281
	Iteration 25Q: 3 clusters Score -99362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99365.382812 Penalty: 3480.238281
	Iteration 26Q: 3 clusters Score -99365.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99368.085938 Penalty: 3480.238281
	Iteration 27Q: 3 clusters Score -99368.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -99368.085938 Penalty: 3480.238281
	Iteration 28F: 3 clusters Score -99368.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298627 members 
Mstep: Class 7 contains 111881 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156904 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 709 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53028 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Mstep: Class 26 contains 406 members 
Entering Unmasked Estep 
Score: -98133240.000000 Penalty: 88410.296875
Splitting cluster 17 changes total score from -98134384.000000 to -98133240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -69341.257812 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -69341.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67636.179688 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -67636.18 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67897.703125 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -67897.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68007.679688 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -68007.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68058.257812 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -68058.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -68082.093750 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -68082.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68105.320312 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -68105.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -68131.515625 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -68131.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68143.453125 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -68143.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68146.390625 Penalty: 3240.759277
	Iteration 8Q: 3 clusters Score -68146.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -68146.390625 Penalty: 3240.759277
	Iteration 9F: 3 clusters Score -68146.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Entering Unmasked Estep 
Score: -1162386.125000 Penalty: 2293.604736
	Iteration 0F: 2 clusters Score -1162386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1154504.000000 Penalty: 4587.209473
	Iteration 0F: 3 clusters Score -1154504 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1156786.875000 Penalty: 4587.209473
	Iteration 1F: 3 clusters Score -1156787 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1157130.250000 Penalty: 4587.209473
	Iteration 2F: 3 clusters Score -1157130 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1157375.125000 Penalty: 4587.209473
	Iteration 3F: 3 clusters Score -1157375 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1157561.625000 Penalty: 4587.209473
	Iteration 4Q: 3 clusters Score -1157562 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1157688.000000 Penalty: 4587.209473
	Iteration 5Q: 3 clusters Score -1157688 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1157780.375000 Penalty: 4587.209473
	Iteration 6Q: 3 clusters Score -1157780 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1157865.125000 Penalty: 4587.209473
	Iteration 7Q: 3 clusters Score -1157865 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1157945.625000 Penalty: 4587.209473
	Iteration 8Q: 3 clusters Score -1157946 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1158016.375000 Penalty: 4587.209473
	Iteration 9Q: 3 clusters Score -1158016 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1158089.750000 Penalty: 4587.209473
	Iteration 10Q: 3 clusters Score -1158090 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1158175.375000 Penalty: 4587.209473
	Iteration 11Q: 3 clusters Score -1158175 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1158263.125000 Penalty: 4587.209473
	Iteration 12Q: 3 clusters Score -1158263 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1158362.750000 Penalty: 4587.209473
	Iteration 13Q: 3 clusters Score -1158363 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1158469.125000 Penalty: 4587.209473
	Iteration 14Q: 3 clusters Score -1158469 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1158611.250000 Penalty: 4587.209473
	Iteration 15Q: 3 clusters Score -1158611 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1158789.250000 Penalty: 4587.209473
	Iteration 16Q: 3 clusters Score -1158789 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1158987.750000 Penalty: 4587.209473
	Iteration 17Q: 3 clusters Score -1158988 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1159256.000000 Penalty: 4587.209473
	Iteration 18Q: 3 clusters Score -1159256 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1159551.875000 Penalty: 4587.209473
	Iteration 19Q: 3 clusters Score -1159552 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1159854.000000 Penalty: 4587.209473
	Iteration 20F: 3 clusters Score -1159854 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1160132.125000 Penalty: 4587.209473
	Iteration 21Q: 3 clusters Score -1160132 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1160362.500000 Penalty: 4587.209473
	Iteration 22Q: 3 clusters Score -1160362 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1160522.125000 Penalty: 4587.209473
	Iteration 23Q: 3 clusters Score -1160522 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1160633.500000 Penalty: 4587.209473
	Iteration 24Q: 3 clusters Score -1160634 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1160709.375000 Penalty: 4587.209473
	Iteration 25Q: 3 clusters Score -1160709 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1160761.125000 Penalty: 4587.209473
	Iteration 26Q: 3 clusters Score -1160761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1160791.500000 Penalty: 4587.209473
	Iteration 27Q: 3 clusters Score -1160792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1160813.500000 Penalty: 4587.209473
	Iteration 28Q: 3 clusters Score -1160814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1160831.875000 Penalty: 4587.209473
	Iteration 29Q: 3 clusters Score -1160832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1160853.750000 Penalty: 4587.209473
	Iteration 30Q: 3 clusters Score -1160854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1160871.250000 Penalty: 4587.209473
	Iteration 31Q: 3 clusters Score -1160871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1160875.750000 Penalty: 4587.209473
	Iteration 32Q: 3 clusters Score -1160876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1160881.375000 Penalty: 4587.209473
	Iteration 33Q: 3 clusters Score -1160881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1160881.250000 Penalty: 4587.209473
	Iteration 34Q: 3 clusters Score -1160881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1160882.500000 Penalty: 4587.209473
	Iteration 35Q: 3 clusters Score -1160882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1160884.750000 Penalty: 4587.209473
	Iteration 36Q: 3 clusters Score -1160885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1160884.750000 Penalty: 4587.209473
	Iteration 37F: 3 clusters Score -1160885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Entering Unmasked Estep 
Score: -5986820.500000 Penalty: 2697.886719
	Iteration 0F: 2 clusters Score -5986820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -5951184.000000 Penalty: 5395.773438
	Iteration 0F: 3 clusters Score -5951184 nChanged 24432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -5964703.000000 Penalty: 5395.773438
	Iteration 1F: 3 clusters Score -5964703 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -5965145.500000 Penalty: 5395.773438
	Iteration 2Q: 3 clusters Score -5965146 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -5965623.000000 Penalty: 5395.773438
	Iteration 3Q: 3 clusters Score -5965623 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -5966088.500000 Penalty: 5395.773438
	Iteration 4Q: 3 clusters Score -5966088 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -5966524.500000 Penalty: 5395.773438
	Iteration 5Q: 3 clusters Score -5966524 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -5967114.000000 Penalty: 5395.773438
	Iteration 6Q: 3 clusters Score -5967114 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -5967821.500000 Penalty: 5395.773438
	Iteration 7Q: 3 clusters Score -5967822 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -5968703.500000 Penalty: 5395.773438
	Iteration 8Q: 3 clusters Score -5968704 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -5969693.500000 Penalty: 5395.773438
	Iteration 9Q: 3 clusters Score -5969694 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -5971079.500000 Penalty: 5395.773438
	Iteration 10Q: 3 clusters Score -5971080 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -5972793.000000 Penalty: 5395.773438
	Iteration 11F: 3 clusters Score -5972793 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -5974707.500000 Penalty: 5395.773438
	Iteration 12F: 3 clusters Score -5974708 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -5976260.500000 Penalty: 5395.773438
	Iteration 13F: 3 clusters Score -5976260 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -5977194.000000 Penalty: 5395.773438
	Iteration 14Q: 3 clusters Score -5977194 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -5977545.500000 Penalty: 5395.773438
	Iteration 15Q: 3 clusters Score -5977546 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -5977710.000000 Penalty: 5395.773438
	Iteration 16Q: 3 clusters Score -5977710 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -5977844.000000 Penalty: 5395.773438
	Iteration 17Q: 3 clusters Score -5977844 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -5977927.500000 Penalty: 5395.773438
	Iteration 18Q: 3 clusters Score -5977928 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -5978032.500000 Penalty: 5395.773438
	Iteration 19Q: 3 clusters Score -5978032 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -5978087.500000 Penalty: 5395.773438
	Iteration 20F: 3 clusters Score -5978088 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -5978201.500000 Penalty: 5395.773438
	Iteration 21Q: 3 clusters Score -5978202 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -5978303.500000 Penalty: 5395.773438
	Iteration 22Q: 3 clusters Score -5978304 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -5978392.500000 Penalty: 5395.773438
	Iteration 23Q: 3 clusters Score -5978392 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -5978509.500000 Penalty: 5395.773438
	Iteration 24Q: 3 clusters Score -5978510 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -5978570.000000 Penalty: 5395.773438
	Iteration 25Q: 3 clusters Score -5978570 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -5978637.500000 Penalty: 5395.773438
	Iteration 26Q: 3 clusters Score -5978638 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -5978699.000000 Penalty: 5395.773438
	Iteration 27Q: 3 clusters Score -5978699 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -5978773.000000 Penalty: 5395.773438
	Iteration 28Q: 3 clusters Score -5978773 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -5978855.000000 Penalty: 5395.773438
	Iteration 29Q: 3 clusters Score -5978855 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -5978895.000000 Penalty: 5395.773438
	Iteration 30Q: 3 clusters Score -5978895 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -5978964.500000 Penalty: 5395.773438
	Iteration 31Q: 3 clusters Score -5978964 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -5978989.500000 Penalty: 5395.773438
	Iteration 32Q: 3 clusters Score -5978990 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -5979036.000000 Penalty: 5395.773438
	Iteration 33Q: 3 clusters Score -5979036 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -5979092.000000 Penalty: 5395.773438
	Iteration 34Q: 3 clusters Score -5979092 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -5979166.000000 Penalty: 5395.773438
	Iteration 35Q: 3 clusters Score -5979166 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -5979203.500000 Penalty: 5395.773438
	Iteration 36Q: 3 clusters Score -5979204 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -5979287.000000 Penalty: 5395.773438
	Iteration 37Q: 3 clusters Score -5979287 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -5979348.500000 Penalty: 5395.773438
	Iteration 38Q: 3 clusters Score -5979348 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -5979425.000000 Penalty: 5395.773438
	Iteration 39Q: 3 clusters Score -5979425 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -5979485.000000 Penalty: 5395.773438
	Iteration 40F: 3 clusters Score -5979485 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -5979568.000000 Penalty: 5395.773438
	Iteration 41Q: 3 clusters Score -5979568 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -5979660.500000 Penalty: 5395.773438
	Iteration 42Q: 3 clusters Score -5979660 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -5979760.000000 Penalty: 5395.773438
	Iteration 43Q: 3 clusters Score -5979760 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -5979895.500000 Penalty: 5395.773438
	Iteration 44Q: 3 clusters Score -5979896 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -5980011.000000 Penalty: 5395.773438
	Iteration 45Q: 3 clusters Score -5980011 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -5980130.000000 Penalty: 5395.773438
	Iteration 46Q: 3 clusters Score -5980130 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -5980289.000000 Penalty: 5395.773438
	Iteration 47Q: 3 clusters Score -5980289 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -5980440.500000 Penalty: 5395.773438
	Iteration 48Q: 3 clusters Score -5980440 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -5980599.500000 Penalty: 5395.773438
	Iteration 49Q: 3 clusters Score -5980600 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -5980752.500000 Penalty: 5395.773438
	Iteration 50Q: 3 clusters Score -5980752 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -5980934.000000 Penalty: 5395.773438
	Iteration 51Q: 3 clusters Score -5980934 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -5981082.500000 Penalty: 5395.773438
	Iteration 52Q: 3 clusters Score -5981082 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -5981248.000000 Penalty: 5395.773438
	Iteration 53Q: 3 clusters Score -5981248 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -5981409.500000 Penalty: 5395.773438
	Iteration 54Q: 3 clusters Score -5981410 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -5981585.500000 Penalty: 5395.773438
	Iteration 55Q: 3 clusters Score -5981586 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -5981738.500000 Penalty: 5395.773438
	Iteration 56Q: 3 clusters Score -5981738 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -5981939.000000 Penalty: 5395.773438
	Iteration 57Q: 3 clusters Score -5981939 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -5982134.000000 Penalty: 5395.773438
	Iteration 58Q: 3 clusters Score -5982134 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -5982336.000000 Penalty: 5395.773438
	Iteration 59Q: 3 clusters Score -5982336 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -5982563.500000 Penalty: 5395.773438
	Iteration 60F: 3 clusters Score -5982564 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -5982720.000000 Penalty: 5395.773438
	Iteration 61Q: 3 clusters Score -5982720 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -5982935.500000 Penalty: 5395.773438
	Iteration 62Q: 3 clusters Score -5982936 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -5983174.500000 Penalty: 5395.773438
	Iteration 63Q: 3 clusters Score -5983174 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -5983362.500000 Penalty: 5395.773438
	Iteration 64Q: 3 clusters Score -5983362 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5983543.000000 Penalty: 5395.773438
	Iteration 65Q: 3 clusters Score -5983543 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -5983686.000000 Penalty: 5395.773438
	Iteration 66Q: 3 clusters Score -5983686 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5983791.000000 Penalty: 5395.773438
	Iteration 67Q: 3 clusters Score -5983791 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -5983887.500000 Penalty: 5395.773438
	Iteration 68Q: 3 clusters Score -5983888 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5984010.000000 Penalty: 5395.773438
	Iteration 69Q: 3 clusters Score -5984010 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5984090.000000 Penalty: 5395.773438
	Iteration 70Q: 3 clusters Score -5984090 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5984161.500000 Penalty: 5395.773438
	Iteration 71Q: 3 clusters Score -5984162 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5984233.500000 Penalty: 5395.773438
	Iteration 72Q: 3 clusters Score -5984234 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5984285.000000 Penalty: 5395.773438
	Iteration 73Q: 3 clusters Score -5984285 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5984332.000000 Penalty: 5395.773438
	Iteration 74Q: 3 clusters Score -5984332 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5984381.500000 Penalty: 5395.773438
	Iteration 75Q: 3 clusters Score -5984382 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5984419.000000 Penalty: 5395.773438
	Iteration 76Q: 3 clusters Score -5984419 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5984464.000000 Penalty: 5395.773438
	Iteration 77Q: 3 clusters Score -5984464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5984490.500000 Penalty: 5395.773438
	Iteration 78Q: 3 clusters Score -5984490 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5984507.000000 Penalty: 5395.773438
	Iteration 79Q: 3 clusters Score -5984507 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5984531.000000 Penalty: 5395.773438
	Iteration 80F: 3 clusters Score -5984531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5984555.500000 Penalty: 5395.773438
	Iteration 81Q: 3 clusters Score -5984556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5984576.000000 Penalty: 5395.773438
	Iteration 82Q: 3 clusters Score -5984576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5984589.500000 Penalty: 5395.773438
	Iteration 83Q: 3 clusters Score -5984590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5984600.000000 Penalty: 5395.773438
	Iteration 84Q: 3 clusters Score -5984600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5984608.500000 Penalty: 5395.773438
	Iteration 85Q: 3 clusters Score -5984608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5984614.000000 Penalty: 5395.773438
	Iteration 86Q: 3 clusters Score -5984614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5984610.000000 Penalty: 5395.773438
	Iteration 87Q: 3 clusters Score -5984610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51925 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5984614.000000 Penalty: 5395.773438
	Iteration 88Q: 3 clusters Score -5984614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51931 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5984624.500000 Penalty: 5395.773438
	Iteration 89Q: 3 clusters Score -5984624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5984617.500000 Penalty: 5395.773438
	Iteration 90Q: 3 clusters Score -5984618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5984625.500000 Penalty: 5395.773438
	Iteration 91Q: 3 clusters Score -5984626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5984621.000000 Penalty: 5395.773438
	Iteration 92Q: 3 clusters Score -5984621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5984615.500000 Penalty: 5395.773438
	Iteration 93Q: 3 clusters Score -5984616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5984614.500000 Penalty: 5395.773438
	Iteration 94Q: 3 clusters Score -5984614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51953 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5984622.500000 Penalty: 5395.773438
	Iteration 95Q: 3 clusters Score -5984622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51958 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5984629.000000 Penalty: 5395.773438
	Iteration 96Q: 3 clusters Score -5984629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5984624.500000 Penalty: 5395.773438
	Iteration 97Q: 3 clusters Score -5984624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -5984626.500000 Penalty: 5395.773438
	Iteration 98Q: 3 clusters Score -5984626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5984630.500000 Penalty: 5395.773438
	Iteration 99Q: 3 clusters Score -5984630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5984633.500000 Penalty: 5395.773438
	Iteration 100F: 3 clusters Score -5984634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5984626.500000 Penalty: 5395.773438
	Iteration 101Q: 3 clusters Score -5984626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5984628.500000 Penalty: 5395.773438
	Iteration 102Q: 3 clusters Score -5984628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5984626.000000 Penalty: 5395.773438
	Iteration 103Q: 3 clusters Score -5984626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5984633.500000 Penalty: 5395.773438
	Iteration 104Q: 3 clusters Score -5984634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5984636.500000 Penalty: 5395.773438
	Iteration 105Q: 3 clusters Score -5984636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5984641.000000 Penalty: 5395.773438
	Iteration 106Q: 3 clusters Score -5984641 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5984641.500000 Penalty: 5395.773438
	Iteration 107Q: 3 clusters Score -5984642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5984643.000000 Penalty: 5395.773438
	Iteration 108Q: 3 clusters Score -5984643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -5984659.000000 Penalty: 5395.773438
	Iteration 109Q: 3 clusters Score -5984659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5984657.500000 Penalty: 5395.773438
	Iteration 110Q: 3 clusters Score -5984658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5984662.500000 Penalty: 5395.773438
	Iteration 111Q: 3 clusters Score -5984662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5984662.000000 Penalty: 5395.773438
	Iteration 112Q: 3 clusters Score -5984662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5984664.500000 Penalty: 5395.773438
	Iteration 113Q: 3 clusters Score -5984664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5984662.500000 Penalty: 5395.773438
	Iteration 114Q: 3 clusters Score -5984662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5984658.500000 Penalty: 5395.773438
	Iteration 115Q: 3 clusters Score -5984658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5984657.500000 Penalty: 5395.773438
	Iteration 116Q: 3 clusters Score -5984658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5984663.500000 Penalty: 5395.773438
	Iteration 117Q: 3 clusters Score -5984664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5984664.000000 Penalty: 5395.773438
	Iteration 118Q: 3 clusters Score -5984664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5984659.000000 Penalty: 5395.773438
	Iteration 119Q: 3 clusters Score -5984659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5984659.000000 Penalty: 5395.773438
	Iteration 120F: 3 clusters Score -5984659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5984659.500000 Penalty: 5395.773438
	Iteration 121Q: 3 clusters Score -5984660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5984656.500000 Penalty: 5395.773438
	Iteration 122Q: 3 clusters Score -5984656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5984656.500000 Penalty: 5395.773438
	Iteration 123F: 3 clusters Score -5984656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Entering Unmasked Estep 
Score: -2096683.750000 Penalty: 2435.440186
	Iteration 0F: 2 clusters Score -2096684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2083666.500000 Penalty: 4870.880371
	Iteration 0F: 3 clusters Score -2083666 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2087938.000000 Penalty: 4870.880371
	Iteration 1F: 3 clusters Score -2087938 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2088277.375000 Penalty: 4870.880371
	Iteration 2F: 3 clusters Score -2088277 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2088530.875000 Penalty: 4870.880371
	Iteration 3Q: 3 clusters Score -2088531 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2088724.125000 Penalty: 4870.880371
	Iteration 4Q: 3 clusters Score -2088724 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2088904.250000 Penalty: 4870.880371
	Iteration 5Q: 3 clusters Score -2088904 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2089090.375000 Penalty: 4870.880371
	Iteration 6Q: 3 clusters Score -2089090 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2089289.500000 Penalty: 4870.880371
	Iteration 7Q: 3 clusters Score -2089290 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2089525.500000 Penalty: 4870.880371
	Iteration 8Q: 3 clusters Score -2089526 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2089806.000000 Penalty: 4870.880371
	Iteration 9Q: 3 clusters Score -2089806 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -2090122.000000 Penalty: 4870.880371
	Iteration 10Q: 3 clusters Score -2090122 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2090504.750000 Penalty: 4870.880371
	Iteration 11Q: 3 clusters Score -2090505 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2090944.750000 Penalty: 4870.880371
	Iteration 12Q: 3 clusters Score -2090945 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -2091449.250000 Penalty: 4870.880371
	Iteration 13Q: 3 clusters Score -2091449 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2091949.875000 Penalty: 4870.880371
	Iteration 14Q: 3 clusters Score -2091950 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2092427.625000 Penalty: 4870.880371
	Iteration 15Q: 3 clusters Score -2092428 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2092822.875000 Penalty: 4870.880371
	Iteration 16Q: 3 clusters Score -2092823 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2093109.000000 Penalty: 4870.880371
	Iteration 17Q: 3 clusters Score -2093109 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2093371.000000 Penalty: 4870.880371
	Iteration 18Q: 3 clusters Score -2093371 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2093592.125000 Penalty: 4870.880371
	Iteration 19Q: 3 clusters Score -2093592 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2093783.375000 Penalty: 4870.880371
	Iteration 20F: 3 clusters Score -2093783 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2093946.750000 Penalty: 4870.880371
	Iteration 21Q: 3 clusters Score -2093947 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2094062.500000 Penalty: 4870.880371
	Iteration 22Q: 3 clusters Score -2094062 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2094162.125000 Penalty: 4870.880371
	Iteration 23Q: 3 clusters Score -2094162 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2094236.500000 Penalty: 4870.880371
	Iteration 24Q: 3 clusters Score -2094236 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2094309.750000 Penalty: 4870.880371
	Iteration 25Q: 3 clusters Score -2094310 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2094366.500000 Penalty: 4870.880371
	Iteration 26Q: 3 clusters Score -2094366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2094413.625000 Penalty: 4870.880371
	Iteration 27Q: 3 clusters Score -2094414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2094447.125000 Penalty: 4870.880371
	Iteration 28Q: 3 clusters Score -2094447 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2094478.500000 Penalty: 4870.880371
	Iteration 29Q: 3 clusters Score -2094478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2094502.250000 Penalty: 4870.880371
	Iteration 30Q: 3 clusters Score -2094502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2094524.500000 Penalty: 4870.880371
	Iteration 31Q: 3 clusters Score -2094524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2094542.250000 Penalty: 4870.880371
	Iteration 32Q: 3 clusters Score -2094542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2094560.250000 Penalty: 4870.880371
	Iteration 33Q: 3 clusters Score -2094560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2094572.250000 Penalty: 4870.880371
	Iteration 34Q: 3 clusters Score -2094572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2094583.875000 Penalty: 4870.880371
	Iteration 35Q: 3 clusters Score -2094584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2094587.000000 Penalty: 4870.880371
	Iteration 36Q: 3 clusters Score -2094587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2094598.875000 Penalty: 4870.880371
	Iteration 37Q: 3 clusters Score -2094599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2094603.375000 Penalty: 4870.880371
	Iteration 38Q: 3 clusters Score -2094603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2094606.250000 Penalty: 4870.880371
	Iteration 39Q: 3 clusters Score -2094606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2094610.125000 Penalty: 4870.880371
	Iteration 40F: 3 clusters Score -2094610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2094614.750000 Penalty: 4870.880371
	Iteration 41Q: 3 clusters Score -2094615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2094616.125000 Penalty: 4870.880371
	Iteration 42Q: 3 clusters Score -2094616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2094620.625000 Penalty: 4870.880371
	Iteration 43Q: 3 clusters Score -2094621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2094620.125000 Penalty: 4870.880371
	Iteration 44Q: 3 clusters Score -2094620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2094621.375000 Penalty: 4870.880371
	Iteration 45Q: 3 clusters Score -2094621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2094627.500000 Penalty: 4870.880371
	Iteration 46Q: 3 clusters Score -2094628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2094627.750000 Penalty: 4870.880371
	Iteration 47Q: 3 clusters Score -2094628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2094631.500000 Penalty: 4870.880371
	Iteration 48Q: 3 clusters Score -2094632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2094633.375000 Penalty: 4870.880371
	Iteration 49Q: 3 clusters Score -2094633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2094634.000000 Penalty: 4870.880371
	Iteration 50Q: 3 clusters Score -2094634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2094636.750000 Penalty: 4870.880371
	Iteration 51Q: 3 clusters Score -2094637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2094638.875000 Penalty: 4870.880371
	Iteration 52Q: 3 clusters Score -2094639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2094638.875000 Penalty: 4870.880371
	Iteration 53F: 3 clusters Score -2094639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Entering Unmasked Estep 
Score: -379889.031250 Penalty: 2040.587891
	Iteration 0F: 2 clusters Score -379889 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 1818 members 
Entering Unmasked Estep 
Score: -376148.750000 Penalty: 4081.175781
	Iteration 0F: 3 clusters Score -376148.8 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -376922.562500 Penalty: 4081.175781
	Iteration 1F: 3 clusters Score -376922.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -377124.250000 Penalty: 4081.175781
	Iteration 2F: 3 clusters Score -377124.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -377244.656250 Penalty: 4081.175781
	Iteration 3Q: 3 clusters Score -377244.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -377325.656250 Penalty: 4081.175781
	Iteration 4Q: 3 clusters Score -377325.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -377385.500000 Penalty: 4081.175781
	Iteration 5Q: 3 clusters Score -377385.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -377432.468750 Penalty: 4081.175781
	Iteration 6Q: 3 clusters Score -377432.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -377479.125000 Penalty: 4081.175781
	Iteration 7Q: 3 clusters Score -377479.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -377527.937500 Penalty: 4081.175781
	Iteration 8Q: 3 clusters Score -377527.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -377589.375000 Penalty: 4081.175781
	Iteration 9Q: 3 clusters Score -377589.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -377650.687500 Penalty: 4081.175781
	Iteration 10Q: 3 clusters Score -377650.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -377703.906250 Penalty: 4081.175781
	Iteration 11Q: 3 clusters Score -377703.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -377750.531250 Penalty: 4081.175781
	Iteration 12Q: 3 clusters Score -377750.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -377790.687500 Penalty: 4081.175781
	Iteration 13Q: 3 clusters Score -377790.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -377830.000000 Penalty: 4081.175781
	Iteration 14Q: 3 clusters Score -377830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -377866.281250 Penalty: 4081.175781
	Iteration 15Q: 3 clusters Score -377866.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -377890.562500 Penalty: 4081.175781
	Iteration 16Q: 3 clusters Score -377890.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -377920.718750 Penalty: 4081.175781
	Iteration 17Q: 3 clusters Score -377920.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -377950.781250 Penalty: 4081.175781
	Iteration 18Q: 3 clusters Score -377950.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -377982.687500 Penalty: 4081.175781
	Iteration 19Q: 3 clusters Score -377982.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -378011.250000 Penalty: 4081.175781
	Iteration 20F: 3 clusters Score -378011.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -378040.343750 Penalty: 4081.175781
	Iteration 21Q: 3 clusters Score -378040.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -378070.468750 Penalty: 4081.175781
	Iteration 22Q: 3 clusters Score -378070.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -378086.562500 Penalty: 4081.175781
	Iteration 23Q: 3 clusters Score -378086.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -378102.437500 Penalty: 4081.175781
	Iteration 24Q: 3 clusters Score -378102.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -378119.406250 Penalty: 4081.175781
	Iteration 25Q: 3 clusters Score -378119.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -378136.687500 Penalty: 4081.175781
	Iteration 26Q: 3 clusters Score -378136.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -378162.468750 Penalty: 4081.175781
	Iteration 27Q: 3 clusters Score -378162.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -378186.281250 Penalty: 4081.175781
	Iteration 28Q: 3 clusters Score -378186.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -378200.062500 Penalty: 4081.175781
	Iteration 29Q: 3 clusters Score -378200.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -378215.125000 Penalty: 4081.175781
	Iteration 30Q: 3 clusters Score -378215.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -378224.406250 Penalty: 4081.175781
	Iteration 31Q: 3 clusters Score -378224.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -378233.531250 Penalty: 4081.175781
	Iteration 32Q: 3 clusters Score -378233.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -378243.437500 Penalty: 4081.175781
	Iteration 33Q: 3 clusters Score -378243.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -378251.062500 Penalty: 4081.175781
	Iteration 34Q: 3 clusters Score -378251.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -378257.562500 Penalty: 4081.175781
	Iteration 35Q: 3 clusters Score -378257.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -378265.125000 Penalty: 4081.175781
	Iteration 36Q: 3 clusters Score -378265.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -378268.343750 Penalty: 4081.175781
	Iteration 37Q: 3 clusters Score -378268.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -378268.531250 Penalty: 4081.175781
	Iteration 38Q: 3 clusters Score -378268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -378270.687500 Penalty: 4081.175781
	Iteration 39Q: 3 clusters Score -378270.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -378273.281250 Penalty: 4081.175781
	Iteration 40F: 3 clusters Score -378273.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -378274.468750 Penalty: 4081.175781
	Iteration 41Q: 3 clusters Score -378274.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -378276.062500 Penalty: 4081.175781
	Iteration 42Q: 3 clusters Score -378276.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -378277.562500 Penalty: 4081.175781
	Iteration 43Q: 3 clusters Score -378277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -378279.156250 Penalty: 4081.175781
	Iteration 44Q: 3 clusters Score -378279.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -378279.156250 Penalty: 4081.175781
	Iteration 45F: 3 clusters Score -378279.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -40796.804688 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -40796.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39398.437500 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -39398.44 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39701.699219 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -39701.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -39783.000000 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -39783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -39795.230469 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -39795.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -39810.496094 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -39810.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39816.214844 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -39816.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39821.542969 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -39821.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -39821.542969 Penalty: 3027.977295
	Iteration 7F: 3 clusters Score -39821.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -27296.710938 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -27296.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25998.804688 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -25998.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26140.556641 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -26140.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26180.916016 Penalty: 2870.301025
	Iteration 2Q: 3 clusters Score -26180.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26193.921875 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -26193.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26198.511719 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -26198.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26207.156250 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -26207.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26212.015625 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -26212.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -26212.015625 Penalty: 2870.301025
	Iteration 7F: 3 clusters Score -26212.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -55935.546875 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -55935.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54386.390625 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -54386.39 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55013.531250 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -55013.53 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -55172.285156 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -55172.29 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -55245.785156 Penalty: 3141.306641
	Iteration 3Q: 3 clusters Score -55245.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -55299.199219 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -55299.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -55333.105469 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -55333.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -55362.640625 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -55362.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -55372.023438 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -55372.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -55377.695312 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -55377.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -55379.953125 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -55379.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -55379.953125 Penalty: 3141.306641
	Iteration 10F: 3 clusters Score -55379.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298627 members 
Mstep: Class 7 contains 111881 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156904 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53028 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134416.000000 Penalty: 85009.898438
Iteration 199Q: 26 clusters Score -9.813442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77769 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298628 members 
Mstep: Class 7 contains 111881 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156906 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53027 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134384.000000 Penalty: 85009.898438
Iteration 200F: 26 clusters Score -9.813438e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77766 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24544 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298632 members 
Mstep: Class 7 contains 111881 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156907 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53026 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134384.000000 Penalty: 85009.898438
Iteration 201Q: 26 clusters Score -9.813438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77764 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24544 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298631 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156909 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53026 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134384.000000 Penalty: 85009.898438
Iteration 202Q: 26 clusters Score -9.813438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77760 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24544 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298633 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156912 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53026 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134352.000000 Penalty: 85009.898438
Iteration 203Q: 26 clusters Score -9.813435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77757 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24544 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298633 members 
Mstep: Class 7 contains 111883 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156914 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53026 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134384.000000 Penalty: 85009.898438
Iteration 204Q: 26 clusters Score -9.813438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24544 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298632 members 
Mstep: Class 7 contains 111883 members 
Mstep: Class 8 contains 22416 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156916 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53027 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134416.000000 Penalty: 85009.898438
Iteration 205Q: 26 clusters Score -9.813442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77753 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298627 members 
Mstep: Class 7 contains 111883 members 
Mstep: Class 8 contains 22416 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156921 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53027 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134456.000000 Penalty: 85009.898438
Iteration 206Q: 26 clusters Score -9.813446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24545 members 
Mstep: Class 4 contains 26042 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298623 members 
Mstep: Class 7 contains 111882 members 
Mstep: Class 8 contains 22417 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156926 members 
Mstep: Class 12 contains 42340 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53027 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134456.000000 Penalty: 85009.898438
Iteration 207Q: 26 clusters Score -9.813446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24543 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298618 members 
Mstep: Class 7 contains 111881 members 
Mstep: Class 8 contains 22418 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156932 members 
Mstep: Class 12 contains 42340 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53027 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134456.000000 Penalty: 85009.898438
Iteration 208Q: 26 clusters Score -9.813446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24543 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298617 members 
Mstep: Class 7 contains 111880 members 
Mstep: Class 8 contains 22417 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156936 members 
Mstep: Class 12 contains 42340 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53026 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134424.000000 Penalty: 85009.898438
Iteration 209Q: 26 clusters Score -9.813442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77751 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24543 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298618 members 
Mstep: Class 7 contains 111880 members 
Mstep: Class 8 contains 22416 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156941 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53022 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134400.000000 Penalty: 85009.898438
Iteration 210Q: 26 clusters Score -9.81344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24543 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298620 members 
Mstep: Class 7 contains 111879 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156943 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53021 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134408.000000 Penalty: 85009.898438
Iteration 211Q: 26 clusters Score -9.813441e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24543 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298619 members 
Mstep: Class 7 contains 111877 members 
Mstep: Class 8 contains 22413 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156949 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53020 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134424.000000 Penalty: 85009.898438
Iteration 212Q: 26 clusters Score -9.813442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77750 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24543 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298617 members 
Mstep: Class 7 contains 111877 members 
Mstep: Class 8 contains 22413 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156951 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53020 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134408.000000 Penalty: 85009.898438
Iteration 213Q: 26 clusters Score -9.813441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24543 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23623 members 
Mstep: Class 6 contains 298618 members 
Mstep: Class 7 contains 111877 members 
Mstep: Class 8 contains 22413 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156951 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53020 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134384.000000 Penalty: 85009.898438
Iteration 214Q: 26 clusters Score -9.813438e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24544 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23622 members 
Mstep: Class 6 contains 298618 members 
Mstep: Class 7 contains 111877 members 
Mstep: Class 8 contains 22413 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156951 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53020 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134376.000000 Penalty: 85009.898438
Iteration 215Q: 26 clusters Score -9.813438e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24544 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23622 members 
Mstep: Class 6 contains 298621 members 
Mstep: Class 7 contains 111877 members 
Mstep: Class 8 contains 22413 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156950 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53019 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134392.000000 Penalty: 85009.898438
Iteration 216Q: 26 clusters Score -9.813439e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24544 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23622 members 
Mstep: Class 6 contains 298621 members 
Mstep: Class 7 contains 111877 members 
Mstep: Class 8 contains 22413 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156950 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53019 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98134392.000000 Penalty: 85009.898438
Iteration 217F: 26 clusters Score -9.813439e+07 nChanged 0
Entering ConstructFrom: 
Score: -98134392.000000 Penalty: 85009.898438
Entering ConstructFrom: 
Trying to split cluster 1 (77748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Entering Unmasked Estep 
Score: -8810729.000000 Penalty: 2792.784668
	Iteration 0F: 2 clusters Score -8810729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -8758453.000000 Penalty: 5585.569336
	Iteration 0F: 3 clusters Score -8758453 nChanged 36554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -8779644.000000 Penalty: 5585.569336
	Iteration 1F: 3 clusters Score -8779644 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -8781146.000000 Penalty: 5585.569336
	Iteration 2Q: 3 clusters Score -8781146 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -8783200.000000 Penalty: 5585.569336
	Iteration 3F: 3 clusters Score -8783200 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -8786133.000000 Penalty: 5585.569336
	Iteration 4F: 3 clusters Score -8786133 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -8790220.000000 Penalty: 5585.569336
	Iteration 5F: 3 clusters Score -8790220 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55988 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -8794945.000000 Penalty: 5585.569336
	Iteration 6F: 3 clusters Score -8794945 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60072 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -8799332.000000 Penalty: 5585.569336
	Iteration 7F: 3 clusters Score -8799332 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -8802727.000000 Penalty: 5585.569336
	Iteration 8F: 3 clusters Score -8802727 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64868 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -8804661.000000 Penalty: 5585.569336
	Iteration 9Q: 3 clusters Score -8804661 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66122 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -8805558.000000 Penalty: 5585.569336
	Iteration 10Q: 3 clusters Score -8805558 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67143 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -8806095.000000 Penalty: 5585.569336
	Iteration 11Q: 3 clusters Score -8806095 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68040 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -8806537.000000 Penalty: 5585.569336
	Iteration 12Q: 3 clusters Score -8806537 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -8807027.000000 Penalty: 5585.569336
	Iteration 13Q: 3 clusters Score -8807027 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69713 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -8807490.000000 Penalty: 5585.569336
	Iteration 14Q: 3 clusters Score -8807490 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -8807897.000000 Penalty: 5585.569336
	Iteration 15Q: 3 clusters Score -8807897 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71032 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -8808153.000000 Penalty: 5585.569336
	Iteration 16Q: 3 clusters Score -8808153 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71571 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -8808449.000000 Penalty: 5585.569336
	Iteration 17Q: 3 clusters Score -8808449 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72040 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -8808694.000000 Penalty: 5585.569336
	Iteration 18Q: 3 clusters Score -8808694 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -8808869.000000 Penalty: 5585.569336
	Iteration 19Q: 3 clusters Score -8808869 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72806 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -8808987.000000 Penalty: 5585.569336
	Iteration 20F: 3 clusters Score -8808987 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73098 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -8809108.000000 Penalty: 5585.569336
	Iteration 21Q: 3 clusters Score -8809108 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -8809194.000000 Penalty: 5585.569336
	Iteration 22Q: 3 clusters Score -8809194 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73582 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -8809256.000000 Penalty: 5585.569336
	Iteration 23Q: 3 clusters Score -8809256 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73785 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -8809336.000000 Penalty: 5585.569336
	Iteration 24Q: 3 clusters Score -8809336 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73952 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -8809357.000000 Penalty: 5585.569336
	Iteration 25Q: 3 clusters Score -8809357 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -8809390.000000 Penalty: 5585.569336
	Iteration 26Q: 3 clusters Score -8809390 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -8809418.000000 Penalty: 5585.569336
	Iteration 27Q: 3 clusters Score -8809418 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74289 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -8809452.000000 Penalty: 5585.569336
	Iteration 28Q: 3 clusters Score -8809452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74368 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -8809474.000000 Penalty: 5585.569336
	Iteration 29Q: 3 clusters Score -8809474 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74449 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -8809491.000000 Penalty: 5585.569336
	Iteration 30Q: 3 clusters Score -8809491 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -8809530.000000 Penalty: 5585.569336
	Iteration 31Q: 3 clusters Score -8809530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74582 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -8809564.000000 Penalty: 5585.569336
	Iteration 32Q: 3 clusters Score -8809564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74636 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -8809571.000000 Penalty: 5585.569336
	Iteration 33Q: 3 clusters Score -8809571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8809580.000000 Penalty: 5585.569336
	Iteration 34Q: 3 clusters Score -8809580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -8809578.000000 Penalty: 5585.569336
	Iteration 35Q: 3 clusters Score -8809578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -8809585.000000 Penalty: 5585.569336
	Iteration 36Q: 3 clusters Score -8809585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8809565.000000 Penalty: 5585.569336
	Iteration 37Q: 3 clusters Score -8809565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74774 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -8809566.000000 Penalty: 5585.569336
	Iteration 38Q: 3 clusters Score -8809566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74796 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -8809585.000000 Penalty: 5585.569336
	Iteration 39Q: 3 clusters Score -8809585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8809581.000000 Penalty: 5585.569336
	Iteration 40F: 3 clusters Score -8809581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74834 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -8809576.000000 Penalty: 5585.569336
	Iteration 41Q: 3 clusters Score -8809576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74844 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -8809587.000000 Penalty: 5585.569336
	Iteration 42Q: 3 clusters Score -8809587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -8809579.000000 Penalty: 5585.569336
	Iteration 43Q: 3 clusters Score -8809579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -8809576.000000 Penalty: 5585.569336
	Iteration 44Q: 3 clusters Score -8809576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8809583.000000 Penalty: 5585.569336
	Iteration 45Q: 3 clusters Score -8809583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -8809589.000000 Penalty: 5585.569336
	Iteration 46Q: 3 clusters Score -8809589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74877 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -8809580.000000 Penalty: 5585.569336
	Iteration 47Q: 3 clusters Score -8809580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -8809581.000000 Penalty: 5585.569336
	Iteration 48Q: 3 clusters Score -8809581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74894 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -8809568.000000 Penalty: 5585.569336
	Iteration 49Q: 3 clusters Score -8809568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -8809574.000000 Penalty: 5585.569336
	Iteration 50Q: 3 clusters Score -8809574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74907 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -8809578.000000 Penalty: 5585.569336
	Iteration 51Q: 3 clusters Score -8809578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74915 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -8809582.000000 Penalty: 5585.569336
	Iteration 52Q: 3 clusters Score -8809582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -8809580.000000 Penalty: 5585.569336
	Iteration 53Q: 3 clusters Score -8809580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74930 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -8809578.000000 Penalty: 5585.569336
	Iteration 54Q: 3 clusters Score -8809578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -8809581.000000 Penalty: 5585.569336
	Iteration 55Q: 3 clusters Score -8809581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74948 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -8809590.000000 Penalty: 5585.569336
	Iteration 56Q: 3 clusters Score -8809590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8809590.000000 Penalty: 5585.569336
	Iteration 57Q: 3 clusters Score -8809590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74964 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8809593.000000 Penalty: 5585.569336
	Iteration 58Q: 3 clusters Score -8809593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -8809586.000000 Penalty: 5585.569336
	Iteration 59Q: 3 clusters Score -8809586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74985 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -8809593.000000 Penalty: 5585.569336
	Iteration 60F: 3 clusters Score -8809593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74993 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -8809584.000000 Penalty: 5585.569336
	Iteration 61Q: 3 clusters Score -8809584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75008 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8809594.000000 Penalty: 5585.569336
	Iteration 62Q: 3 clusters Score -8809594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75019 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -8809584.000000 Penalty: 5585.569336
	Iteration 63Q: 3 clusters Score -8809584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8809593.000000 Penalty: 5585.569336
	Iteration 64Q: 3 clusters Score -8809593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8809603.000000 Penalty: 5585.569336
	Iteration 65Q: 3 clusters Score -8809603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8809601.000000 Penalty: 5585.569336
	Iteration 66Q: 3 clusters Score -8809601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75072 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -8809607.000000 Penalty: 5585.569336
	Iteration 67Q: 3 clusters Score -8809607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -8809602.000000 Penalty: 5585.569336
	Iteration 68Q: 3 clusters Score -8809602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75089 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -8809599.000000 Penalty: 5585.569336
	Iteration 69Q: 3 clusters Score -8809599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75093 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -8809600.000000 Penalty: 5585.569336
	Iteration 70Q: 3 clusters Score -8809600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -8809606.000000 Penalty: 5585.569336
	Iteration 71Q: 3 clusters Score -8809606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75108 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -8809605.000000 Penalty: 5585.569336
	Iteration 72Q: 3 clusters Score -8809605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75116 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8809614.000000 Penalty: 5585.569336
	Iteration 73Q: 3 clusters Score -8809614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75125 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -8809618.000000 Penalty: 5585.569336
	Iteration 74Q: 3 clusters Score -8809618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75131 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8809618.000000 Penalty: 5585.569336
	Iteration 75Q: 3 clusters Score -8809618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75136 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -8809610.000000 Penalty: 5585.569336
	Iteration 76Q: 3 clusters Score -8809610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75141 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -8809604.000000 Penalty: 5585.569336
	Iteration 77Q: 3 clusters Score -8809604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75144 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -8809611.000000 Penalty: 5585.569336
	Iteration 78Q: 3 clusters Score -8809611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75149 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -8809606.000000 Penalty: 5585.569336
	Iteration 79Q: 3 clusters Score -8809606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75158 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -8809614.000000 Penalty: 5585.569336
	Iteration 80F: 3 clusters Score -8809614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75166 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -8809603.000000 Penalty: 5585.569336
	Iteration 81Q: 3 clusters Score -8809603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75169 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8809615.000000 Penalty: 5585.569336
	Iteration 82Q: 3 clusters Score -8809615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75170 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -8809611.000000 Penalty: 5585.569336
	Iteration 83Q: 3 clusters Score -8809611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75172 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8809609.000000 Penalty: 5585.569336
	Iteration 84Q: 3 clusters Score -8809609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8809609.000000 Penalty: 5585.569336
	Iteration 85Q: 3 clusters Score -8809609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75173 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8809609.000000 Penalty: 5585.569336
	Iteration 86F: 3 clusters Score -8809609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Entering Unmasked Estep 
Score: -324992.375000 Penalty: 1980.400024
	Iteration 0F: 2 clusters Score -324992.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -321758.343750 Penalty: 3960.800049
	Iteration 0F: 3 clusters Score -321758.3 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -322375.531250 Penalty: 3960.800049
	Iteration 1F: 3 clusters Score -322375.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -322521.062500 Penalty: 3960.800049
	Iteration 2F: 3 clusters Score -322521.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -322617.468750 Penalty: 3960.800049
	Iteration 3Q: 3 clusters Score -322617.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -322682.625000 Penalty: 3960.800049
	Iteration 4Q: 3 clusters Score -322682.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -322718.625000 Penalty: 3960.800049
	Iteration 5Q: 3 clusters Score -322718.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -322746.062500 Penalty: 3960.800049
	Iteration 6Q: 3 clusters Score -322746.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -322764.656250 Penalty: 3960.800049
	Iteration 7Q: 3 clusters Score -322764.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -322778.031250 Penalty: 3960.800049
	Iteration 8Q: 3 clusters Score -322778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -322791.468750 Penalty: 3960.800049
	Iteration 9Q: 3 clusters Score -322791.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -322799.843750 Penalty: 3960.800049
	Iteration 10Q: 3 clusters Score -322799.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -322807.187500 Penalty: 3960.800049
	Iteration 11Q: 3 clusters Score -322807.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -322812.468750 Penalty: 3960.800049
	Iteration 12Q: 3 clusters Score -322812.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -322819.125000 Penalty: 3960.800049
	Iteration 13Q: 3 clusters Score -322819.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -322822.500000 Penalty: 3960.800049
	Iteration 14Q: 3 clusters Score -322822.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -322825.468750 Penalty: 3960.800049
	Iteration 15Q: 3 clusters Score -322825.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -322827.156250 Penalty: 3960.800049
	Iteration 16Q: 3 clusters Score -322827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -322827.718750 Penalty: 3960.800049
	Iteration 17Q: 3 clusters Score -322827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -322827.718750 Penalty: 3960.800049
	Iteration 18F: 3 clusters Score -322827.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (24544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Entering Unmasked Estep 
Score: -2789569.000000 Penalty: 2506.839355
	Iteration 0F: 2 clusters Score -2789569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2772418.750000 Penalty: 5013.678711
	Iteration 0F: 3 clusters Score -2772419 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2778452.000000 Penalty: 5013.678711
	Iteration 1F: 3 clusters Score -2778452 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -2778919.250000 Penalty: 5013.678711
	Iteration 2F: 3 clusters Score -2778919 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -2779378.000000 Penalty: 5013.678711
	Iteration 3Q: 3 clusters Score -2779378 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2779784.500000 Penalty: 5013.678711
	Iteration 4Q: 3 clusters Score -2779784 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2780200.250000 Penalty: 5013.678711
	Iteration 5Q: 3 clusters Score -2780200 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2780763.500000 Penalty: 5013.678711
	Iteration 6Q: 3 clusters Score -2780764 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2781443.250000 Penalty: 5013.678711
	Iteration 7F: 3 clusters Score -2781443 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2782359.500000 Penalty: 5013.678711
	Iteration 8F: 3 clusters Score -2782360 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2783357.250000 Penalty: 5013.678711
	Iteration 9F: 3 clusters Score -2783357 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2784278.750000 Penalty: 5013.678711
	Iteration 10F: 3 clusters Score -2784279 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2785035.250000 Penalty: 5013.678711
	Iteration 11Q: 3 clusters Score -2785035 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2785532.500000 Penalty: 5013.678711
	Iteration 12Q: 3 clusters Score -2785532 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2785790.500000 Penalty: 5013.678711
	Iteration 13Q: 3 clusters Score -2785790 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2785958.500000 Penalty: 5013.678711
	Iteration 14Q: 3 clusters Score -2785958 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2786084.000000 Penalty: 5013.678711
	Iteration 15Q: 3 clusters Score -2786084 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2786189.500000 Penalty: 5013.678711
	Iteration 16Q: 3 clusters Score -2786190 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2786306.500000 Penalty: 5013.678711
	Iteration 17Q: 3 clusters Score -2786306 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2786414.500000 Penalty: 5013.678711
	Iteration 18Q: 3 clusters Score -2786414 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2786508.000000 Penalty: 5013.678711
	Iteration 19Q: 3 clusters Score -2786508 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2786602.500000 Penalty: 5013.678711
	Iteration 20F: 3 clusters Score -2786602 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2786686.750000 Penalty: 5013.678711
	Iteration 21Q: 3 clusters Score -2786687 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2786781.250000 Penalty: 5013.678711
	Iteration 22Q: 3 clusters Score -2786781 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2786874.750000 Penalty: 5013.678711
	Iteration 23Q: 3 clusters Score -2786875 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2786956.250000 Penalty: 5013.678711
	Iteration 24Q: 3 clusters Score -2786956 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2787026.250000 Penalty: 5013.678711
	Iteration 25Q: 3 clusters Score -2787026 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2787088.500000 Penalty: 5013.678711
	Iteration 26Q: 3 clusters Score -2787088 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2787124.000000 Penalty: 5013.678711
	Iteration 27Q: 3 clusters Score -2787124 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2787170.750000 Penalty: 5013.678711
	Iteration 28Q: 3 clusters Score -2787171 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2787197.750000 Penalty: 5013.678711
	Iteration 29Q: 3 clusters Score -2787198 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2787239.000000 Penalty: 5013.678711
	Iteration 30Q: 3 clusters Score -2787239 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2787252.250000 Penalty: 5013.678711
	Iteration 31Q: 3 clusters Score -2787252 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2787285.000000 Penalty: 5013.678711
	Iteration 32Q: 3 clusters Score -2787285 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2787304.000000 Penalty: 5013.678711
	Iteration 33Q: 3 clusters Score -2787304 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2787333.750000 Penalty: 5013.678711
	Iteration 34Q: 3 clusters Score -2787334 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2787361.250000 Penalty: 5013.678711
	Iteration 35Q: 3 clusters Score -2787361 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2787381.250000 Penalty: 5013.678711
	Iteration 36Q: 3 clusters Score -2787381 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2787407.500000 Penalty: 5013.678711
	Iteration 37Q: 3 clusters Score -2787408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2787419.250000 Penalty: 5013.678711
	Iteration 38Q: 3 clusters Score -2787419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2787436.750000 Penalty: 5013.678711
	Iteration 39Q: 3 clusters Score -2787437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2787463.500000 Penalty: 5013.678711
	Iteration 40F: 3 clusters Score -2787464 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2787488.000000 Penalty: 5013.678711
	Iteration 41Q: 3 clusters Score -2787488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2787511.250000 Penalty: 5013.678711
	Iteration 42Q: 3 clusters Score -2787511 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2787519.750000 Penalty: 5013.678711
	Iteration 43Q: 3 clusters Score -2787520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2787532.500000 Penalty: 5013.678711
	Iteration 44Q: 3 clusters Score -2787532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2787536.500000 Penalty: 5013.678711
	Iteration 45Q: 3 clusters Score -2787536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2787548.750000 Penalty: 5013.678711
	Iteration 46Q: 3 clusters Score -2787549 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2787552.250000 Penalty: 5013.678711
	Iteration 47Q: 3 clusters Score -2787552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2787561.750000 Penalty: 5013.678711
	Iteration 48Q: 3 clusters Score -2787562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2787570.750000 Penalty: 5013.678711
	Iteration 49Q: 3 clusters Score -2787571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2787572.500000 Penalty: 5013.678711
	Iteration 50Q: 3 clusters Score -2787572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2787569.750000 Penalty: 5013.678711
	Iteration 51Q: 3 clusters Score -2787570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2787575.000000 Penalty: 5013.678711
	Iteration 52Q: 3 clusters Score -2787575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2787578.500000 Penalty: 5013.678711
	Iteration 53Q: 3 clusters Score -2787578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2787585.000000 Penalty: 5013.678711
	Iteration 54Q: 3 clusters Score -2787585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2787584.250000 Penalty: 5013.678711
	Iteration 55Q: 3 clusters Score -2787584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2787587.500000 Penalty: 5013.678711
	Iteration 56Q: 3 clusters Score -2787588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2787601.000000 Penalty: 5013.678711
	Iteration 57Q: 3 clusters Score -2787601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2787618.750000 Penalty: 5013.678711
	Iteration 58Q: 3 clusters Score -2787619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2787630.500000 Penalty: 5013.678711
	Iteration 59Q: 3 clusters Score -2787630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2787634.250000 Penalty: 5013.678711
	Iteration 60F: 3 clusters Score -2787634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2787636.750000 Penalty: 5013.678711
	Iteration 61Q: 3 clusters Score -2787637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2787638.000000 Penalty: 5013.678711
	Iteration 62Q: 3 clusters Score -2787638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2787638.250000 Penalty: 5013.678711
	Iteration 63Q: 3 clusters Score -2787638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2787639.500000 Penalty: 5013.678711
	Iteration 64Q: 3 clusters Score -2787640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2787639.000000 Penalty: 5013.678711
	Iteration 65Q: 3 clusters Score -2787639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2787638.250000 Penalty: 5013.678711
	Iteration 66Q: 3 clusters Score -2787638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2787637.750000 Penalty: 5013.678711
	Iteration 67Q: 3 clusters Score -2787638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2787635.500000 Penalty: 5013.678711
	Iteration 68Q: 3 clusters Score -2787636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -2787642.000000 Penalty: 5013.678711
	Iteration 69Q: 3 clusters Score -2787642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2787639.250000 Penalty: 5013.678711
	Iteration 70Q: 3 clusters Score -2787639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2787641.750000 Penalty: 5013.678711
	Iteration 71Q: 3 clusters Score -2787642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2787641.750000 Penalty: 5013.678711
	Iteration 72Q: 3 clusters Score -2787642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2787643.750000 Penalty: 5013.678711
	Iteration 73Q: 3 clusters Score -2787644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2787641.500000 Penalty: 5013.678711
	Iteration 74Q: 3 clusters Score -2787642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2787643.000000 Penalty: 5013.678711
	Iteration 75Q: 3 clusters Score -2787643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2787641.750000 Penalty: 5013.678711
	Iteration 76Q: 3 clusters Score -2787642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2787641.250000 Penalty: 5013.678711
	Iteration 77Q: 3 clusters Score -2787641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2787642.500000 Penalty: 5013.678711
	Iteration 78Q: 3 clusters Score -2787642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2787637.250000 Penalty: 5013.678711
	Iteration 79Q: 3 clusters Score -2787637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2787639.500000 Penalty: 5013.678711
	Iteration 80F: 3 clusters Score -2787640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2787642.750000 Penalty: 5013.678711
	Iteration 81Q: 3 clusters Score -2787643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2787645.250000 Penalty: 5013.678711
	Iteration 82Q: 3 clusters Score -2787645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2787647.000000 Penalty: 5013.678711
	Iteration 83Q: 3 clusters Score -2787647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2787642.750000 Penalty: 5013.678711
	Iteration 84Q: 3 clusters Score -2787643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2787643.000000 Penalty: 5013.678711
	Iteration 85Q: 3 clusters Score -2787643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2787646.000000 Penalty: 5013.678711
	Iteration 86Q: 3 clusters Score -2787646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2787646.000000 Penalty: 5013.678711
	Iteration 87F: 3 clusters Score -2787646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Entering Unmasked Estep 
Score: -2722699.750000 Penalty: 2521.541016
	Iteration 0F: 2 clusters Score -2722700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2704761.750000 Penalty: 5043.082031
	Iteration 0F: 3 clusters Score -2704762 nChanged 11691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -2710986.250000 Penalty: 5043.082031
	Iteration 1F: 3 clusters Score -2710986 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2711391.750000 Penalty: 5043.082031
	Iteration 2Q: 3 clusters Score -2711392 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2711745.250000 Penalty: 5043.082031
	Iteration 3Q: 3 clusters Score -2711745 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2712033.000000 Penalty: 5043.082031
	Iteration 4Q: 3 clusters Score -2712033 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2712308.750000 Penalty: 5043.082031
	Iteration 5Q: 3 clusters Score -2712309 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2712531.000000 Penalty: 5043.082031
	Iteration 6Q: 3 clusters Score -2712531 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2712728.750000 Penalty: 5043.082031
	Iteration 7Q: 3 clusters Score -2712729 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2712952.000000 Penalty: 5043.082031
	Iteration 8Q: 3 clusters Score -2712952 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2713209.750000 Penalty: 5043.082031
	Iteration 9Q: 3 clusters Score -2713210 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2713475.000000 Penalty: 5043.082031
	Iteration 10Q: 3 clusters Score -2713475 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2713819.250000 Penalty: 5043.082031
	Iteration 11Q: 3 clusters Score -2713819 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2714288.000000 Penalty: 5043.082031
	Iteration 12Q: 3 clusters Score -2714288 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2714891.750000 Penalty: 5043.082031
	Iteration 13Q: 3 clusters Score -2714892 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2715755.500000 Penalty: 5043.082031
	Iteration 14F: 3 clusters Score -2715756 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2716829.250000 Penalty: 5043.082031
	Iteration 15F: 3 clusters Score -2716829 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2717958.750000 Penalty: 5043.082031
	Iteration 16F: 3 clusters Score -2717959 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2718976.250000 Penalty: 5043.082031
	Iteration 17Q: 3 clusters Score -2718976 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -2719703.750000 Penalty: 5043.082031
	Iteration 18Q: 3 clusters Score -2719704 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -2720174.250000 Penalty: 5043.082031
	Iteration 19Q: 3 clusters Score -2720174 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -2720484.750000 Penalty: 5043.082031
	Iteration 20F: 3 clusters Score -2720485 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -2720680.000000 Penalty: 5043.082031
	Iteration 21Q: 3 clusters Score -2720680 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -2720774.000000 Penalty: 5043.082031
	Iteration 22Q: 3 clusters Score -2720774 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -2720836.250000 Penalty: 5043.082031
	Iteration 23Q: 3 clusters Score -2720836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -2720885.000000 Penalty: 5043.082031
	Iteration 24Q: 3 clusters Score -2720885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -2720916.250000 Penalty: 5043.082031
	Iteration 25Q: 3 clusters Score -2720916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -2720936.000000 Penalty: 5043.082031
	Iteration 26Q: 3 clusters Score -2720936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -2720957.500000 Penalty: 5043.082031
	Iteration 27Q: 3 clusters Score -2720958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -2720977.000000 Penalty: 5043.082031
	Iteration 28Q: 3 clusters Score -2720977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -2721000.500000 Penalty: 5043.082031
	Iteration 29Q: 3 clusters Score -2721000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -2721023.500000 Penalty: 5043.082031
	Iteration 30Q: 3 clusters Score -2721024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -2721041.250000 Penalty: 5043.082031
	Iteration 31Q: 3 clusters Score -2721041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -2721061.750000 Penalty: 5043.082031
	Iteration 32Q: 3 clusters Score -2721062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -2721081.000000 Penalty: 5043.082031
	Iteration 33Q: 3 clusters Score -2721081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -2721093.250000 Penalty: 5043.082031
	Iteration 34Q: 3 clusters Score -2721093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -2721110.750000 Penalty: 5043.082031
	Iteration 35Q: 3 clusters Score -2721111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -2721118.000000 Penalty: 5043.082031
	Iteration 36Q: 3 clusters Score -2721118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -2721120.750000 Penalty: 5043.082031
	Iteration 37Q: 3 clusters Score -2721121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -2721121.250000 Penalty: 5043.082031
	Iteration 38Q: 3 clusters Score -2721121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -2721121.750000 Penalty: 5043.082031
	Iteration 39Q: 3 clusters Score -2721122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -2721121.750000 Penalty: 5043.082031
	Iteration 40F: 3 clusters Score -2721122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Entering Unmasked Estep 
Score: -2653538.750000 Penalty: 2497.343506
	Iteration 0F: 2 clusters Score -2653539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -2637154.000000 Penalty: 4994.687012
	Iteration 0F: 3 clusters Score -2637154 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2642851.000000 Penalty: 4994.687012
	Iteration 1F: 3 clusters Score -2642851 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2643398.750000 Penalty: 4994.687012
	Iteration 2F: 3 clusters Score -2643399 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -2644037.750000 Penalty: 4994.687012
	Iteration 3F: 3 clusters Score -2644038 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -2644796.750000 Penalty: 4994.687012
	Iteration 4F: 3 clusters Score -2644797 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2645765.750000 Penalty: 4994.687012
	Iteration 5F: 3 clusters Score -2645766 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2646954.750000 Penalty: 4994.687012
	Iteration 6F: 3 clusters Score -2646955 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2648212.250000 Penalty: 4994.687012
	Iteration 7F: 3 clusters Score -2648212 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2649372.250000 Penalty: 4994.687012
	Iteration 8F: 3 clusters Score -2649372 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2650317.250000 Penalty: 4994.687012
	Iteration 9Q: 3 clusters Score -2650317 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -2650979.250000 Penalty: 4994.687012
	Iteration 10Q: 3 clusters Score -2650979 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -2651342.750000 Penalty: 4994.687012
	Iteration 11Q: 3 clusters Score -2651343 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -2651577.250000 Penalty: 4994.687012
	Iteration 12Q: 3 clusters Score -2651577 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2651690.000000 Penalty: 4994.687012
	Iteration 13Q: 3 clusters Score -2651690 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2651752.750000 Penalty: 4994.687012
	Iteration 14Q: 3 clusters Score -2651753 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -2651802.250000 Penalty: 4994.687012
	Iteration 15Q: 3 clusters Score -2651802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -2651820.250000 Penalty: 4994.687012
	Iteration 16Q: 3 clusters Score -2651820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -2651839.750000 Penalty: 4994.687012
	Iteration 17Q: 3 clusters Score -2651840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -2651853.250000 Penalty: 4994.687012
	Iteration 18Q: 3 clusters Score -2651853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -2651859.500000 Penalty: 4994.687012
	Iteration 19Q: 3 clusters Score -2651860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -2651863.000000 Penalty: 4994.687012
	Iteration 20F: 3 clusters Score -2651863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -2651869.250000 Penalty: 4994.687012
	Iteration 21Q: 3 clusters Score -2651869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -2651868.250000 Penalty: 4994.687012
	Iteration 22Q: 3 clusters Score -2651868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2651873.000000 Penalty: 4994.687012
	Iteration 23Q: 3 clusters Score -2651873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -2651885.250000 Penalty: 4994.687012
	Iteration 24Q: 3 clusters Score -2651885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -2651890.500000 Penalty: 4994.687012
	Iteration 25Q: 3 clusters Score -2651890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2651896.500000 Penalty: 4994.687012
	Iteration 26Q: 3 clusters Score -2651896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2651899.250000 Penalty: 4994.687012
	Iteration 27Q: 3 clusters Score -2651899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -2651899.250000 Penalty: 4994.687012
	Iteration 28Q: 3 clusters Score -2651899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -2651901.000000 Penalty: 4994.687012
	Iteration 29Q: 3 clusters Score -2651901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2651903.250000 Penalty: 4994.687012
	Iteration 30Q: 3 clusters Score -2651903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2651904.500000 Penalty: 4994.687012
	Iteration 31Q: 3 clusters Score -2651904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2651905.750000 Penalty: 4994.687012
	Iteration 32Q: 3 clusters Score -2651906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -2651903.500000 Penalty: 4994.687012
	Iteration 33Q: 3 clusters Score -2651904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -2651905.250000 Penalty: 4994.687012
	Iteration 34Q: 3 clusters Score -2651905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -2651905.250000 Penalty: 4994.687012
	Iteration 35F: 3 clusters Score -2651905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (298621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298621 members 
Entering Unmasked Estep 
Score: -33072310.000000 Penalty: 3126.518799
	Iteration 0F: 2 clusters Score -3.307231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149246 members 
Mstep: Class 2 contains 149375 members 
Entering Unmasked Estep 
Score: -32882922.000000 Penalty: 6253.037598
	Iteration 0F: 3 clusters Score -3.288292e+07 nChanged 144820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147776 members 
Mstep: Class 2 contains 150845 members 
Entering Unmasked Estep 
Score: -32970838.000000 Penalty: 6253.037598
	Iteration 1F: 3 clusters Score -3.297084e+07 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146093 members 
Mstep: Class 2 contains 152528 members 
Entering Unmasked Estep 
Score: -32973052.000000 Penalty: 6253.037598
	Iteration 2Q: 3 clusters Score -3.297305e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143633 members 
Mstep: Class 2 contains 154988 members 
Entering Unmasked Estep 
Score: -32976150.000000 Penalty: 6253.037598
	Iteration 3Q: 3 clusters Score -3.297615e+07 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139723 members 
Mstep: Class 2 contains 158898 members 
Entering Unmasked Estep 
Score: -32980860.000000 Penalty: 6253.037598
	Iteration 4Q: 3 clusters Score -3.298086e+07 nChanged 14614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134095 members 
Mstep: Class 2 contains 164526 members 
Entering Unmasked Estep 
Score: -32987844.000000 Penalty: 6253.037598
	Iteration 5Q: 3 clusters Score -3.298784e+07 nChanged 17370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126585 members 
Mstep: Class 2 contains 172036 members 
Entering Unmasked Estep 
Score: -32999054.000000 Penalty: 6253.037598
	Iteration 6F: 3 clusters Score -3.299905e+07 nChanged 19864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118309 members 
Mstep: Class 2 contains 180312 members 
Entering Unmasked Estep 
Score: -33014786.000000 Penalty: 6253.037598
	Iteration 7F: 3 clusters Score -3.301479e+07 nChanged 19640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111463 members 
Mstep: Class 2 contains 187158 members 
Entering Unmasked Estep 
Score: -33029984.000000 Penalty: 6253.037598
	Iteration 8F: 3 clusters Score -3.302998e+07 nChanged 15432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106733 members 
Mstep: Class 2 contains 191888 members 
Entering Unmasked Estep 
Score: -33037610.000000 Penalty: 6253.037598
	Iteration 9F: 3 clusters Score -3.303761e+07 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102668 members 
Mstep: Class 2 contains 195953 members 
Entering Unmasked Estep 
Score: -33040724.000000 Penalty: 6253.037598
	Iteration 10Q: 3 clusters Score -3.304072e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98513 members 
Mstep: Class 2 contains 200108 members 
Entering Unmasked Estep 
Score: -33042392.000000 Penalty: 6253.037598
	Iteration 11Q: 3 clusters Score -3.304239e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94222 members 
Mstep: Class 2 contains 204399 members 
Entering Unmasked Estep 
Score: -33044056.000000 Penalty: 6253.037598
	Iteration 12Q: 3 clusters Score -3.304406e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89755 members 
Mstep: Class 2 contains 208866 members 
Entering Unmasked Estep 
Score: -33045402.000000 Penalty: 6253.037598
	Iteration 13Q: 3 clusters Score -3.30454e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85202 members 
Mstep: Class 2 contains 213419 members 
Entering Unmasked Estep 
Score: -33046958.000000 Penalty: 6253.037598
	Iteration 14Q: 3 clusters Score -3.304696e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80481 members 
Mstep: Class 2 contains 218140 members 
Entering Unmasked Estep 
Score: -33048784.000000 Penalty: 6253.037598
	Iteration 15Q: 3 clusters Score -3.304878e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75660 members 
Mstep: Class 2 contains 222961 members 
Entering Unmasked Estep 
Score: -33050494.000000 Penalty: 6253.037598
	Iteration 16Q: 3 clusters Score -3.305049e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 227803 members 
Entering Unmasked Estep 
Score: -33052026.000000 Penalty: 6253.037598
	Iteration 17Q: 3 clusters Score -3.305203e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65935 members 
Mstep: Class 2 contains 232686 members 
Entering Unmasked Estep 
Score: -33053576.000000 Penalty: 6253.037598
	Iteration 18Q: 3 clusters Score -3.305358e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61204 members 
Mstep: Class 2 contains 237417 members 
Entering Unmasked Estep 
Score: -33055458.000000 Penalty: 6253.037598
	Iteration 19Q: 3 clusters Score -3.305546e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 242036 members 
Entering Unmasked Estep 
Score: -33057234.000000 Penalty: 6253.037598
	Iteration 20F: 3 clusters Score -3.305723e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 246557 members 
Entering Unmasked Estep 
Score: -33058586.000000 Penalty: 6253.037598
	Iteration 21Q: 3 clusters Score -3.305859e+07 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 250926 members 
Entering Unmasked Estep 
Score: -33059856.000000 Penalty: 6253.037598
	Iteration 22Q: 3 clusters Score -3.305986e+07 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 255082 members 
Entering Unmasked Estep 
Score: -33061114.000000 Penalty: 6253.037598
	Iteration 23Q: 3 clusters Score -3.306111e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 259044 members 
Entering Unmasked Estep 
Score: -33062466.000000 Penalty: 6253.037598
	Iteration 24Q: 3 clusters Score -3.306247e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 262704 members 
Entering Unmasked Estep 
Score: -33063594.000000 Penalty: 6253.037598
	Iteration 25Q: 3 clusters Score -3.306359e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 266077 members 
Entering Unmasked Estep 
Score: -33064628.000000 Penalty: 6253.037598
	Iteration 26Q: 3 clusters Score -3.306463e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 269123 members 
Entering Unmasked Estep 
Score: -33065612.000000 Penalty: 6253.037598
	Iteration 27Q: 3 clusters Score -3.306561e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 271942 members 
Entering Unmasked Estep 
Score: -33066544.000000 Penalty: 6253.037598
	Iteration 28Q: 3 clusters Score -3.306654e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 274531 members 
Entering Unmasked Estep 
Score: -33067594.000000 Penalty: 6253.037598
	Iteration 29Q: 3 clusters Score -3.306759e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 276910 members 
Entering Unmasked Estep 
Score: -33068498.000000 Penalty: 6253.037598
	Iteration 30Q: 3 clusters Score -3.30685e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 278937 members 
Entering Unmasked Estep 
Score: -33069238.000000 Penalty: 6253.037598
	Iteration 31Q: 3 clusters Score -3.306924e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 280780 members 
Entering Unmasked Estep 
Score: -33069810.000000 Penalty: 6253.037598
	Iteration 32Q: 3 clusters Score -3.306981e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 282398 members 
Entering Unmasked Estep 
Score: -33070476.000000 Penalty: 6253.037598
	Iteration 33Q: 3 clusters Score -3.307048e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 283790 members 
Entering Unmasked Estep 
Score: -33070894.000000 Penalty: 6253.037598
	Iteration 34Q: 3 clusters Score -3.307089e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 284987 members 
Entering Unmasked Estep 
Score: -33071390.000000 Penalty: 6253.037598
	Iteration 35Q: 3 clusters Score -3.307139e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 285958 members 
Entering Unmasked Estep 
Score: -33071514.000000 Penalty: 6253.037598
	Iteration 36Q: 3 clusters Score -3.307151e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 286870 members 
Entering Unmasked Estep 
Score: -33071664.000000 Penalty: 6253.037598
	Iteration 37Q: 3 clusters Score -3.307166e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 287683 members 
Entering Unmasked Estep 
Score: -33071762.000000 Penalty: 6253.037598
	Iteration 38Q: 3 clusters Score -3.307176e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 288456 members 
Entering Unmasked Estep 
Score: -33071876.000000 Penalty: 6253.037598
	Iteration 39Q: 3 clusters Score -3.307188e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 289162 members 
Entering Unmasked Estep 
Score: -33071844.000000 Penalty: 6253.037598
	Iteration 40F: 3 clusters Score -3.307184e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 289800 members 
Entering Unmasked Estep 
Score: -33071778.000000 Penalty: 6253.037598
	Iteration 41Q: 3 clusters Score -3.307178e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 290397 members 
Entering Unmasked Estep 
Score: -33071814.000000 Penalty: 6253.037598
	Iteration 42Q: 3 clusters Score -3.307181e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 290944 members 
Entering Unmasked Estep 
Score: -33071770.000000 Penalty: 6253.037598
	Iteration 43Q: 3 clusters Score -3.307177e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 291477 members 
Entering Unmasked Estep 
Score: -33071530.000000 Penalty: 6253.037598
	Iteration 44Q: 3 clusters Score -3.307153e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 291969 members 
Entering Unmasked Estep 
Score: -33071318.000000 Penalty: 6253.037598
	Iteration 45Q: 3 clusters Score -3.307132e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 292450 members 
Entering Unmasked Estep 
Score: -33071238.000000 Penalty: 6253.037598
	Iteration 46Q: 3 clusters Score -3.307124e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 292878 members 
Entering Unmasked Estep 
Score: -33071064.000000 Penalty: 6253.037598
	Iteration 47Q: 3 clusters Score -3.307106e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 293254 members 
Entering Unmasked Estep 
Score: -33071054.000000 Penalty: 6253.037598
	Iteration 48Q: 3 clusters Score -3.307105e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 293612 members 
Entering Unmasked Estep 
Score: -33070982.000000 Penalty: 6253.037598
	Iteration 49Q: 3 clusters Score -3.307098e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 293918 members 
Entering Unmasked Estep 
Score: -33071000.000000 Penalty: 6253.037598
	Iteration 50Q: 3 clusters Score -3.3071e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 294206 members 
Entering Unmasked Estep 
Score: -33070858.000000 Penalty: 6253.037598
	Iteration 51Q: 3 clusters Score -3.307086e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 294451 members 
Entering Unmasked Estep 
Score: -33070846.000000 Penalty: 6253.037598
	Iteration 52Q: 3 clusters Score -3.307085e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 294702 members 
Entering Unmasked Estep 
Score: -33070800.000000 Penalty: 6253.037598
	Iteration 53Q: 3 clusters Score -3.30708e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 294938 members 
Entering Unmasked Estep 
Score: -33070736.000000 Penalty: 6253.037598
	Iteration 54Q: 3 clusters Score -3.307074e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 295150 members 
Entering Unmasked Estep 
Score: -33070684.000000 Penalty: 6253.037598
	Iteration 55Q: 3 clusters Score -3.307068e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 295330 members 
Entering Unmasked Estep 
Score: -33070620.000000 Penalty: 6253.037598
	Iteration 56Q: 3 clusters Score -3.307062e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 295496 members 
Entering Unmasked Estep 
Score: -33070640.000000 Penalty: 6253.037598
	Iteration 57Q: 3 clusters Score -3.307064e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 295642 members 
Entering Unmasked Estep 
Score: -33070558.000000 Penalty: 6253.037598
	Iteration 58Q: 3 clusters Score -3.307056e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 295771 members 
Entering Unmasked Estep 
Score: -33070570.000000 Penalty: 6253.037598
	Iteration 59Q: 3 clusters Score -3.307057e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 295875 members 
Entering Unmasked Estep 
Score: -33070554.000000 Penalty: 6253.037598
	Iteration 60F: 3 clusters Score -3.307055e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 295987 members 
Entering Unmasked Estep 
Score: -33070506.000000 Penalty: 6253.037598
	Iteration 61Q: 3 clusters Score -3.307051e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 296097 members 
Entering Unmasked Estep 
Score: -33070532.000000 Penalty: 6253.037598
	Iteration 62Q: 3 clusters Score -3.307053e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 296212 members 
Entering Unmasked Estep 
Score: -33070504.000000 Penalty: 6253.037598
	Iteration 63Q: 3 clusters Score -3.30705e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 296315 members 
Entering Unmasked Estep 
Score: -33070444.000000 Penalty: 6253.037598
	Iteration 64Q: 3 clusters Score -3.307044e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 296413 members 
Entering Unmasked Estep 
Score: -33070446.000000 Penalty: 6253.037598
	Iteration 65Q: 3 clusters Score -3.307045e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 296508 members 
Entering Unmasked Estep 
Score: -33070438.000000 Penalty: 6253.037598
	Iteration 66Q: 3 clusters Score -3.307044e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 296581 members 
Entering Unmasked Estep 
Score: -33070410.000000 Penalty: 6253.037598
	Iteration 67Q: 3 clusters Score -3.307041e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 296654 members 
Entering Unmasked Estep 
Score: -33070360.000000 Penalty: 6253.037598
	Iteration 68Q: 3 clusters Score -3.307036e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 296730 members 
Entering Unmasked Estep 
Score: -33070326.000000 Penalty: 6253.037598
	Iteration 69Q: 3 clusters Score -3.307033e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 296801 members 
Entering Unmasked Estep 
Score: -33070298.000000 Penalty: 6253.037598
	Iteration 70Q: 3 clusters Score -3.30703e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 296866 members 
Entering Unmasked Estep 
Score: -33070298.000000 Penalty: 6253.037598
	Iteration 71Q: 3 clusters Score -3.30703e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 296936 members 
Entering Unmasked Estep 
Score: -33070256.000000 Penalty: 6253.037598
	Iteration 72Q: 3 clusters Score -3.307026e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 297002 members 
Entering Unmasked Estep 
Score: -33070258.000000 Penalty: 6253.037598
	Iteration 73Q: 3 clusters Score -3.307026e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 297061 members 
Entering Unmasked Estep 
Score: -33070220.000000 Penalty: 6253.037598
	Iteration 74Q: 3 clusters Score -3.307022e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 297104 members 
Entering Unmasked Estep 
Score: -33070168.000000 Penalty: 6253.037598
	Iteration 75Q: 3 clusters Score -3.307017e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 297154 members 
Entering Unmasked Estep 
Score: -33070216.000000 Penalty: 6253.037598
	Iteration 76Q: 3 clusters Score -3.307022e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 297185 members 
Entering Unmasked Estep 
Score: -33070252.000000 Penalty: 6253.037598
	Iteration 77Q: 3 clusters Score -3.307025e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 297217 members 
Entering Unmasked Estep 
Score: -33070270.000000 Penalty: 6253.037598
	Iteration 78Q: 3 clusters Score -3.307027e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 297243 members 
Entering Unmasked Estep 
Score: -33070286.000000 Penalty: 6253.037598
	Iteration 79Q: 3 clusters Score -3.307029e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 297267 members 
Entering Unmasked Estep 
Score: -33070318.000000 Penalty: 6253.037598
	Iteration 80F: 3 clusters Score -3.307032e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 297292 members 
Entering Unmasked Estep 
Score: -33070298.000000 Penalty: 6253.037598
	Iteration 81Q: 3 clusters Score -3.30703e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 297313 members 
Entering Unmasked Estep 
Score: -33070280.000000 Penalty: 6253.037598
	Iteration 82Q: 3 clusters Score -3.307028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 297331 members 
Entering Unmasked Estep 
Score: -33070290.000000 Penalty: 6253.037598
	Iteration 83Q: 3 clusters Score -3.307029e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 297347 members 
Entering Unmasked Estep 
Score: -33070290.000000 Penalty: 6253.037598
	Iteration 84Q: 3 clusters Score -3.307029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 297363 members 
Entering Unmasked Estep 
Score: -33070284.000000 Penalty: 6253.037598
	Iteration 85Q: 3 clusters Score -3.307028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 297376 members 
Entering Unmasked Estep 
Score: -33070280.000000 Penalty: 6253.037598
	Iteration 86Q: 3 clusters Score -3.307028e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 297383 members 
Entering Unmasked Estep 
Score: -33070290.000000 Penalty: 6253.037598
	Iteration 87Q: 3 clusters Score -3.307029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 297394 members 
Entering Unmasked Estep 
Score: -33070292.000000 Penalty: 6253.037598
	Iteration 88Q: 3 clusters Score -3.307029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 297405 members 
Entering Unmasked Estep 
Score: -33070300.000000 Penalty: 6253.037598
	Iteration 89Q: 3 clusters Score -3.30703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 297427 members 
Entering Unmasked Estep 
Score: -33070286.000000 Penalty: 6253.037598
	Iteration 90Q: 3 clusters Score -3.307029e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 297443 members 
Entering Unmasked Estep 
Score: -33070300.000000 Penalty: 6253.037598
	Iteration 91Q: 3 clusters Score -3.30703e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 297460 members 
Entering Unmasked Estep 
Score: -33070284.000000 Penalty: 6253.037598
	Iteration 92Q: 3 clusters Score -3.307028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 297478 members 
Entering Unmasked Estep 
Score: -33070294.000000 Penalty: 6253.037598
	Iteration 93Q: 3 clusters Score -3.307029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 297486 members 
Entering Unmasked Estep 
Score: -33070304.000000 Penalty: 6253.037598
	Iteration 94Q: 3 clusters Score -3.30703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 297495 members 
Entering Unmasked Estep 
Score: -33070316.000000 Penalty: 6253.037598
	Iteration 95Q: 3 clusters Score -3.307032e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 297502 members 
Entering Unmasked Estep 
Score: -33070282.000000 Penalty: 6253.037598
	Iteration 96Q: 3 clusters Score -3.307028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 297508 members 
Entering Unmasked Estep 
Score: -33070288.000000 Penalty: 6253.037598
	Iteration 97Q: 3 clusters Score -3.307029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 297515 members 
Entering Unmasked Estep 
Score: -33070268.000000 Penalty: 6253.037598
	Iteration 98Q: 3 clusters Score -3.307027e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 297517 members 
Entering Unmasked Estep 
Score: -33070280.000000 Penalty: 6253.037598
	Iteration 99Q: 3 clusters Score -3.307028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 297520 members 
Entering Unmasked Estep 
Score: -33070296.000000 Penalty: 6253.037598
	Iteration 100F: 3 clusters Score -3.30703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 297521 members 
Entering Unmasked Estep 
Score: -33070276.000000 Penalty: 6253.037598
	Iteration 101Q: 3 clusters Score -3.307028e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 297521 members 
Entering Unmasked Estep 
Score: -33070276.000000 Penalty: 6253.037598
	Iteration 102F: 3 clusters Score -3.307028e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (111877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111877 members 
Entering Unmasked Estep 
Score: -12677631.000000 Penalty: 2883.038574
	Iteration 0F: 2 clusters Score -1.267763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -12602645.000000 Penalty: 5766.077148
	Iteration 0F: 3 clusters Score -1.260264e+07 nChanged 53152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 57669 members 
Entering Unmasked Estep 
Score: -12633612.000000 Penalty: 5766.077148
	Iteration 1F: 3 clusters Score -1.263361e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -12634634.000000 Penalty: 5766.077148
	Iteration 2Q: 3 clusters Score -1.263463e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -12635885.000000 Penalty: 5766.077148
	Iteration 3Q: 3 clusters Score -1.263588e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -12637547.000000 Penalty: 5766.077148
	Iteration 4Q: 3 clusters Score -1.263755e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 65220 members 
Entering Unmasked Estep 
Score: -12639630.000000 Penalty: 5766.077148
	Iteration 5Q: 3 clusters Score -1.263963e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -12642900.000000 Penalty: 5766.077148
	Iteration 6Q: 3 clusters Score -1.26429e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 73978 members 
Entering Unmasked Estep 
Score: -12647134.000000 Penalty: 5766.077148
	Iteration 7F: 3 clusters Score -1.264713e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -12652142.000000 Penalty: 5766.077148
	Iteration 8F: 3 clusters Score -1.265214e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 83447 members 
Entering Unmasked Estep 
Score: -12657025.000000 Penalty: 5766.077148
	Iteration 9F: 3 clusters Score -1.265702e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 86849 members 
Entering Unmasked Estep 
Score: -12660722.000000 Penalty: 5766.077148
	Iteration 10Q: 3 clusters Score -1.266072e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 89301 members 
Entering Unmasked Estep 
Score: -12663027.000000 Penalty: 5766.077148
	Iteration 11Q: 3 clusters Score -1.266303e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 91289 members 
Entering Unmasked Estep 
Score: -12664529.000000 Penalty: 5766.077148
	Iteration 12Q: 3 clusters Score -1.266453e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 93153 members 
Entering Unmasked Estep 
Score: -12665535.000000 Penalty: 5766.077148
	Iteration 13Q: 3 clusters Score -1.266554e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 94914 members 
Entering Unmasked Estep 
Score: -12666371.000000 Penalty: 5766.077148
	Iteration 14Q: 3 clusters Score -1.266637e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 96665 members 
Entering Unmasked Estep 
Score: -12667265.000000 Penalty: 5766.077148
	Iteration 15Q: 3 clusters Score -1.266726e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 98319 members 
Entering Unmasked Estep 
Score: -12667937.000000 Penalty: 5766.077148
	Iteration 16Q: 3 clusters Score -1.266794e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 99943 members 
Entering Unmasked Estep 
Score: -12668751.000000 Penalty: 5766.077148
	Iteration 17Q: 3 clusters Score -1.266875e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 101540 members 
Entering Unmasked Estep 
Score: -12669548.000000 Penalty: 5766.077148
	Iteration 18Q: 3 clusters Score -1.266955e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 103031 members 
Entering Unmasked Estep 
Score: -12670368.000000 Penalty: 5766.077148
	Iteration 19Q: 3 clusters Score -1.267037e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 104416 members 
Entering Unmasked Estep 
Score: -12671077.000000 Penalty: 5766.077148
	Iteration 20F: 3 clusters Score -1.267108e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 105667 members 
Entering Unmasked Estep 
Score: -12671741.000000 Penalty: 5766.077148
	Iteration 21Q: 3 clusters Score -1.267174e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 106822 members 
Entering Unmasked Estep 
Score: -12672410.000000 Penalty: 5766.077148
	Iteration 22Q: 3 clusters Score -1.267241e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 107830 members 
Entering Unmasked Estep 
Score: -12673004.000000 Penalty: 5766.077148
	Iteration 23Q: 3 clusters Score -1.2673e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 108678 members 
Entering Unmasked Estep 
Score: -12673456.000000 Penalty: 5766.077148
	Iteration 24Q: 3 clusters Score -1.267346e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 109353 members 
Entering Unmasked Estep 
Score: -12673898.000000 Penalty: 5766.077148
	Iteration 25Q: 3 clusters Score -1.26739e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 109857 members 
Entering Unmasked Estep 
Score: -12674233.000000 Penalty: 5766.077148
	Iteration 26Q: 3 clusters Score -1.267423e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 110238 members 
Entering Unmasked Estep 
Score: -12674447.000000 Penalty: 5766.077148
	Iteration 27Q: 3 clusters Score -1.267445e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 110522 members 
Entering Unmasked Estep 
Score: -12674626.000000 Penalty: 5766.077148
	Iteration 28Q: 3 clusters Score -1.267463e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 110722 members 
Entering Unmasked Estep 
Score: -12674744.000000 Penalty: 5766.077148
	Iteration 29Q: 3 clusters Score -1.267474e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 110858 members 
Entering Unmasked Estep 
Score: -12674835.000000 Penalty: 5766.077148
	Iteration 30Q: 3 clusters Score -1.267484e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 110960 members 
Entering Unmasked Estep 
Score: -12674877.000000 Penalty: 5766.077148
	Iteration 31Q: 3 clusters Score -1.267488e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 111025 members 
Entering Unmasked Estep 
Score: -12674934.000000 Penalty: 5766.077148
	Iteration 32Q: 3 clusters Score -1.267493e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 111073 members 
Entering Unmasked Estep 
Score: -12674966.000000 Penalty: 5766.077148
	Iteration 33Q: 3 clusters Score -1.267497e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 111113 members 
Entering Unmasked Estep 
Score: -12674981.000000 Penalty: 5766.077148
	Iteration 34Q: 3 clusters Score -1.267498e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 111146 members 
Entering Unmasked Estep 
Score: -12674996.000000 Penalty: 5766.077148
	Iteration 35Q: 3 clusters Score -1.2675e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 111173 members 
Entering Unmasked Estep 
Score: -12675011.000000 Penalty: 5766.077148
	Iteration 36Q: 3 clusters Score -1.267501e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 111191 members 
Entering Unmasked Estep 
Score: -12675022.000000 Penalty: 5766.077148
	Iteration 37Q: 3 clusters Score -1.267502e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 111206 members 
Entering Unmasked Estep 
Score: -12675033.000000 Penalty: 5766.077148
	Iteration 38Q: 3 clusters Score -1.267503e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 111217 members 
Entering Unmasked Estep 
Score: -12675060.000000 Penalty: 5766.077148
	Iteration 39Q: 3 clusters Score -1.267506e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 111229 members 
Entering Unmasked Estep 
Score: -12675068.000000 Penalty: 5766.077148
	Iteration 40F: 3 clusters Score -1.267507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 111236 members 
Entering Unmasked Estep 
Score: -12675087.000000 Penalty: 5766.077148
	Iteration 41Q: 3 clusters Score -1.267509e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 111241 members 
Entering Unmasked Estep 
Score: -12675078.000000 Penalty: 5766.077148
	Iteration 42Q: 3 clusters Score -1.267508e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 111248 members 
Entering Unmasked Estep 
Score: -12675085.000000 Penalty: 5766.077148
	Iteration 43Q: 3 clusters Score -1.267508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 111255 members 
Entering Unmasked Estep 
Score: -12675085.000000 Penalty: 5766.077148
	Iteration 44Q: 3 clusters Score -1.267508e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 111263 members 
Entering Unmasked Estep 
Score: -12675091.000000 Penalty: 5766.077148
	Iteration 45Q: 3 clusters Score -1.267509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 111263 members 
Entering Unmasked Estep 
Score: -12675096.000000 Penalty: 5766.077148
	Iteration 46Q: 3 clusters Score -1.26751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 111266 members 
Entering Unmasked Estep 
Score: -12675095.000000 Penalty: 5766.077148
	Iteration 47Q: 3 clusters Score -1.26751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 111267 members 
Entering Unmasked Estep 
Score: -12675102.000000 Penalty: 5766.077148
	Iteration 48Q: 3 clusters Score -1.26751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 111268 members 
Entering Unmasked Estep 
Score: -12675104.000000 Penalty: 5766.077148
	Iteration 49Q: 3 clusters Score -1.26751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 111268 members 
Entering Unmasked Estep 
Score: -12675102.000000 Penalty: 5766.077148
	Iteration 50Q: 3 clusters Score -1.26751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 111268 members 
Entering Unmasked Estep 
Score: -12675102.000000 Penalty: 5766.077148
	Iteration 51F: 3 clusters Score -1.26751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Entering Unmasked Estep 
Score: -2520181.250000 Penalty: 2484.314209
	Iteration 0F: 2 clusters Score -2520181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2504602.250000 Penalty: 4968.628418
	Iteration 0F: 3 clusters Score -2504602 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2509764.750000 Penalty: 4968.628418
	Iteration 1F: 3 clusters Score -2509765 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2510110.000000 Penalty: 4968.628418
	Iteration 2F: 3 clusters Score -2510110 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2510375.000000 Penalty: 4968.628418
	Iteration 3Q: 3 clusters Score -2510375 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2510625.250000 Penalty: 4968.628418
	Iteration 4Q: 3 clusters Score -2510625 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2510900.000000 Penalty: 4968.628418
	Iteration 5Q: 3 clusters Score -2510900 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2511196.750000 Penalty: 4968.628418
	Iteration 6Q: 3 clusters Score -2511197 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2511520.000000 Penalty: 4968.628418
	Iteration 7Q: 3 clusters Score -2511520 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2511922.500000 Penalty: 4968.628418
	Iteration 8Q: 3 clusters Score -2511922 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2512445.750000 Penalty: 4968.628418
	Iteration 9Q: 3 clusters Score -2512446 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2513186.500000 Penalty: 4968.628418
	Iteration 10Q: 3 clusters Score -2513186 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2514207.000000 Penalty: 4968.628418
	Iteration 11F: 3 clusters Score -2514207 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2515283.500000 Penalty: 4968.628418
	Iteration 12F: 3 clusters Score -2515284 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2516073.250000 Penalty: 4968.628418
	Iteration 13Q: 3 clusters Score -2516073 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2516436.000000 Penalty: 4968.628418
	Iteration 14Q: 3 clusters Score -2516436 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2516621.000000 Penalty: 4968.628418
	Iteration 15Q: 3 clusters Score -2516621 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2516731.750000 Penalty: 4968.628418
	Iteration 16Q: 3 clusters Score -2516732 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2516818.500000 Penalty: 4968.628418
	Iteration 17Q: 3 clusters Score -2516818 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2516881.500000 Penalty: 4968.628418
	Iteration 18Q: 3 clusters Score -2516882 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2516941.750000 Penalty: 4968.628418
	Iteration 19Q: 3 clusters Score -2516942 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2517006.500000 Penalty: 4968.628418
	Iteration 20F: 3 clusters Score -2517006 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2517037.250000 Penalty: 4968.628418
	Iteration 21Q: 3 clusters Score -2517037 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2517079.250000 Penalty: 4968.628418
	Iteration 22Q: 3 clusters Score -2517079 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2517130.000000 Penalty: 4968.628418
	Iteration 23Q: 3 clusters Score -2517130 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2517162.750000 Penalty: 4968.628418
	Iteration 24Q: 3 clusters Score -2517163 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -2517209.500000 Penalty: 4968.628418
	Iteration 25Q: 3 clusters Score -2517210 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2517242.750000 Penalty: 4968.628418
	Iteration 26Q: 3 clusters Score -2517243 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2517271.750000 Penalty: 4968.628418
	Iteration 27Q: 3 clusters Score -2517272 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2517302.500000 Penalty: 4968.628418
	Iteration 28Q: 3 clusters Score -2517302 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2517340.750000 Penalty: 4968.628418
	Iteration 29Q: 3 clusters Score -2517341 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2517364.250000 Penalty: 4968.628418
	Iteration 30Q: 3 clusters Score -2517364 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2517381.500000 Penalty: 4968.628418
	Iteration 31Q: 3 clusters Score -2517382 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2517412.250000 Penalty: 4968.628418
	Iteration 32Q: 3 clusters Score -2517412 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2517440.250000 Penalty: 4968.628418
	Iteration 33Q: 3 clusters Score -2517440 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2517452.500000 Penalty: 4968.628418
	Iteration 34Q: 3 clusters Score -2517452 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2517479.000000 Penalty: 4968.628418
	Iteration 35Q: 3 clusters Score -2517479 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2517495.750000 Penalty: 4968.628418
	Iteration 36Q: 3 clusters Score -2517496 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2517507.250000 Penalty: 4968.628418
	Iteration 37Q: 3 clusters Score -2517507 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2517522.500000 Penalty: 4968.628418
	Iteration 38Q: 3 clusters Score -2517522 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2517528.250000 Penalty: 4968.628418
	Iteration 39Q: 3 clusters Score -2517528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2517534.250000 Penalty: 4968.628418
	Iteration 40F: 3 clusters Score -2517534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2517545.750000 Penalty: 4968.628418
	Iteration 41Q: 3 clusters Score -2517546 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2517558.250000 Penalty: 4968.628418
	Iteration 42Q: 3 clusters Score -2517558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2517571.500000 Penalty: 4968.628418
	Iteration 43Q: 3 clusters Score -2517572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2517581.000000 Penalty: 4968.628418
	Iteration 44Q: 3 clusters Score -2517581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2517586.250000 Penalty: 4968.628418
	Iteration 45Q: 3 clusters Score -2517586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2517597.250000 Penalty: 4968.628418
	Iteration 46Q: 3 clusters Score -2517597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2517596.500000 Penalty: 4968.628418
	Iteration 47Q: 3 clusters Score -2517596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2517615.000000 Penalty: 4968.628418
	Iteration 48Q: 3 clusters Score -2517615 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -2517623.500000 Penalty: 4968.628418
	Iteration 49Q: 3 clusters Score -2517624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2517629.250000 Penalty: 4968.628418
	Iteration 50Q: 3 clusters Score -2517629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2517628.500000 Penalty: 4968.628418
	Iteration 51Q: 3 clusters Score -2517628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2517632.000000 Penalty: 4968.628418
	Iteration 52Q: 3 clusters Score -2517632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2517640.500000 Penalty: 4968.628418
	Iteration 53Q: 3 clusters Score -2517640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2517645.750000 Penalty: 4968.628418
	Iteration 54Q: 3 clusters Score -2517646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2517651.750000 Penalty: 4968.628418
	Iteration 55Q: 3 clusters Score -2517652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2517653.250000 Penalty: 4968.628418
	Iteration 56Q: 3 clusters Score -2517653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2517658.250000 Penalty: 4968.628418
	Iteration 57Q: 3 clusters Score -2517658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2517669.000000 Penalty: 4968.628418
	Iteration 58Q: 3 clusters Score -2517669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2517669.750000 Penalty: 4968.628418
	Iteration 59Q: 3 clusters Score -2517670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2517681.000000 Penalty: 4968.628418
	Iteration 60F: 3 clusters Score -2517681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -2517678.000000 Penalty: 4968.628418
	Iteration 61Q: 3 clusters Score -2517678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2517682.750000 Penalty: 4968.628418
	Iteration 62Q: 3 clusters Score -2517683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2517687.500000 Penalty: 4968.628418
	Iteration 63Q: 3 clusters Score -2517688 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2517697.500000 Penalty: 4968.628418
	Iteration 64Q: 3 clusters Score -2517698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -2517699.500000 Penalty: 4968.628418
	Iteration 65Q: 3 clusters Score -2517700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2517706.250000 Penalty: 4968.628418
	Iteration 66Q: 3 clusters Score -2517706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2517712.000000 Penalty: 4968.628418
	Iteration 67Q: 3 clusters Score -2517712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2517714.500000 Penalty: 4968.628418
	Iteration 68Q: 3 clusters Score -2517714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2517710.250000 Penalty: 4968.628418
	Iteration 69Q: 3 clusters Score -2517710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -2517717.000000 Penalty: 4968.628418
	Iteration 70Q: 3 clusters Score -2517717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2517722.000000 Penalty: 4968.628418
	Iteration 71Q: 3 clusters Score -2517722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -2517721.000000 Penalty: 4968.628418
	Iteration 72Q: 3 clusters Score -2517721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2517726.500000 Penalty: 4968.628418
	Iteration 73Q: 3 clusters Score -2517726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2517729.250000 Penalty: 4968.628418
	Iteration 74Q: 3 clusters Score -2517729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2517735.500000 Penalty: 4968.628418
	Iteration 75Q: 3 clusters Score -2517736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2517734.500000 Penalty: 4968.628418
	Iteration 76Q: 3 clusters Score -2517734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2517737.250000 Penalty: 4968.628418
	Iteration 77Q: 3 clusters Score -2517737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2517740.000000 Penalty: 4968.628418
	Iteration 78Q: 3 clusters Score -2517740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -2517738.500000 Penalty: 4968.628418
	Iteration 79Q: 3 clusters Score -2517738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2517743.500000 Penalty: 4968.628418
	Iteration 80F: 3 clusters Score -2517744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -2517743.500000 Penalty: 4968.628418
	Iteration 81Q: 3 clusters Score -2517744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2517748.500000 Penalty: 4968.628418
	Iteration 82Q: 3 clusters Score -2517748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2517752.000000 Penalty: 4968.628418
	Iteration 83Q: 3 clusters Score -2517752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2517749.250000 Penalty: 4968.628418
	Iteration 84Q: 3 clusters Score -2517749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2517754.250000 Penalty: 4968.628418
	Iteration 85Q: 3 clusters Score -2517754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2517754.500000 Penalty: 4968.628418
	Iteration 86Q: 3 clusters Score -2517754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2517760.750000 Penalty: 4968.628418
	Iteration 87Q: 3 clusters Score -2517761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2517763.500000 Penalty: 4968.628418
	Iteration 88Q: 3 clusters Score -2517764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2517764.500000 Penalty: 4968.628418
	Iteration 89Q: 3 clusters Score -2517764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -2517765.250000 Penalty: 4968.628418
	Iteration 90Q: 3 clusters Score -2517765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2517768.500000 Penalty: 4968.628418
	Iteration 91Q: 3 clusters Score -2517768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2517766.500000 Penalty: 4968.628418
	Iteration 92Q: 3 clusters Score -2517766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2517767.500000 Penalty: 4968.628418
	Iteration 93Q: 3 clusters Score -2517768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2517767.500000 Penalty: 4968.628418
	Iteration 94F: 3 clusters Score -2517768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Entering Unmasked Estep 
Score: -407168.562500 Penalty: 2048.217285
	Iteration 0F: 2 clusters Score -407168.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -403363.250000 Penalty: 4096.434570
	Iteration 0F: 3 clusters Score -403363.2 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -404194.687500 Penalty: 4096.434570
	Iteration 1F: 3 clusters Score -404194.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -404370.437500 Penalty: 4096.434570
	Iteration 2F: 3 clusters Score -404370.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -404482.687500 Penalty: 4096.434570
	Iteration 3Q: 3 clusters Score -404482.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -404564.343750 Penalty: 4096.434570
	Iteration 4Q: 3 clusters Score -404564.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -404652.312500 Penalty: 4096.434570
	Iteration 5Q: 3 clusters Score -404652.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -404761.093750 Penalty: 4096.434570
	Iteration 6Q: 3 clusters Score -404761.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -404926.687500 Penalty: 4096.434570
	Iteration 7Q: 3 clusters Score -404926.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -405185.750000 Penalty: 4096.434570
	Iteration 8Q: 3 clusters Score -405185.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -405494.562500 Penalty: 4096.434570
	Iteration 9Q: 3 clusters Score -405494.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -405766.093750 Penalty: 4096.434570
	Iteration 10F: 3 clusters Score -405766.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -406021.750000 Penalty: 4096.434570
	Iteration 11F: 3 clusters Score -406021.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -406194.218750 Penalty: 4096.434570
	Iteration 12Q: 3 clusters Score -406194.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -406353.281250 Penalty: 4096.434570
	Iteration 13Q: 3 clusters Score -406353.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -406478.875000 Penalty: 4096.434570
	Iteration 14Q: 3 clusters Score -406478.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -406564.375000 Penalty: 4096.434570
	Iteration 15Q: 3 clusters Score -406564.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -406617.156250 Penalty: 4096.434570
	Iteration 16Q: 3 clusters Score -406617.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -406687.906250 Penalty: 4096.434570
	Iteration 17Q: 3 clusters Score -406687.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -406731.718750 Penalty: 4096.434570
	Iteration 18Q: 3 clusters Score -406731.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -406767.187500 Penalty: 4096.434570
	Iteration 19Q: 3 clusters Score -406767.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -406810.593750 Penalty: 4096.434570
	Iteration 20F: 3 clusters Score -406810.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -406853.781250 Penalty: 4096.434570
	Iteration 21Q: 3 clusters Score -406853.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -406875.750000 Penalty: 4096.434570
	Iteration 22Q: 3 clusters Score -406875.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -406886.781250 Penalty: 4096.434570
	Iteration 23Q: 3 clusters Score -406886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -406890.437500 Penalty: 4096.434570
	Iteration 24Q: 3 clusters Score -406890.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -406892.281250 Penalty: 4096.434570
	Iteration 25Q: 3 clusters Score -406892.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -406892.937500 Penalty: 4096.434570
	Iteration 26Q: 3 clusters Score -406892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -406894.718750 Penalty: 4096.434570
	Iteration 27Q: 3 clusters Score -406894.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -406899.281250 Penalty: 4096.434570
	Iteration 28Q: 3 clusters Score -406899.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -406900.500000 Penalty: 4096.434570
	Iteration 29Q: 3 clusters Score -406900.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -406900.500000 Penalty: 4096.434570
	Iteration 30F: 3 clusters Score -406900.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -70396.703125 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -70396.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -68660.281250 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -68660.28 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68973.632812 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -68973.63 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69093.468750 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -69093.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -69167.484375 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -69167.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -69200.914062 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -69200.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69229.546875 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -69229.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69253.828125 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -69253.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69279.257812 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -69279.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -69301.851562 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -69301.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69318.203125 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -69318.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69324.617188 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -69324.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69331.195312 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -69331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -69336.148438 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -69336.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -69338.710938 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -69338.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69341.101562 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -69341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69341.101562 Penalty: 3279.572266
	Iteration 15F: 3 clusters Score -69341.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (156950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156950 members 
Entering Unmasked Estep 
Score: -17431798.000000 Penalty: 2966.993164
	Iteration 0F: 2 clusters Score -1.74318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78871 members 
Mstep: Class 2 contains 78079 members 
Entering Unmasked Estep 
Score: -17327012.000000 Penalty: 5933.986328
	Iteration 0F: 3 clusters Score -1.732701e+07 nChanged 75079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 71102 members 
Entering Unmasked Estep 
Score: -17371520.000000 Penalty: 5933.986328
	Iteration 1F: 3 clusters Score -1.737152e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90756 members 
Mstep: Class 2 contains 66194 members 
Entering Unmasked Estep 
Score: -17373410.000000 Penalty: 5933.986328
	Iteration 2Q: 3 clusters Score -1.737341e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97931 members 
Mstep: Class 2 contains 59019 members 
Entering Unmasked Estep 
Score: -17376862.000000 Penalty: 5933.986328
	Iteration 3Q: 3 clusters Score -1.737686e+07 nChanged 10486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108289 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -17383550.000000 Penalty: 5933.986328
	Iteration 4F: 3 clusters Score -1.738355e+07 nChanged 13541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121808 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -17394606.000000 Penalty: 5933.986328
	Iteration 5F: 3 clusters Score -1.739461e+07 nChanged 14768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136576 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -17409230.000000 Penalty: 5933.986328
	Iteration 6F: 3 clusters Score -1.740923e+07 nChanged 11780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148354 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -17421278.000000 Penalty: 5933.986328
	Iteration 7F: 3 clusters Score -1.742128e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154268 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -17426994.000000 Penalty: 5933.986328
	Iteration 8Q: 3 clusters Score -1.742699e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -17428552.000000 Penalty: 5933.986328
	Iteration 9Q: 3 clusters Score -1.742855e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156557 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -17428988.000000 Penalty: 5933.986328
	Iteration 10Q: 3 clusters Score -1.742899e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156659 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -17429110.000000 Penalty: 5933.986328
	Iteration 11Q: 3 clusters Score -1.742911e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156685 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -17429172.000000 Penalty: 5933.986328
	Iteration 12Q: 3 clusters Score -1.742917e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156693 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -17429192.000000 Penalty: 5933.986328
	Iteration 13Q: 3 clusters Score -1.742919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156710 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -17429222.000000 Penalty: 5933.986328
	Iteration 14Q: 3 clusters Score -1.742922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156717 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -17429254.000000 Penalty: 5933.986328
	Iteration 15Q: 3 clusters Score -1.742925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156720 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -17429282.000000 Penalty: 5933.986328
	Iteration 16Q: 3 clusters Score -1.742928e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156721 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -17429284.000000 Penalty: 5933.986328
	Iteration 17Q: 3 clusters Score -1.742928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156721 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -17429284.000000 Penalty: 5933.986328
	Iteration 18F: 3 clusters Score -1.742928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Entering Unmasked Estep 
Score: -4595135.500000 Penalty: 2642.059082
	Iteration 0F: 2 clusters Score -4595136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4566459.000000 Penalty: 5284.118164
	Iteration 0F: 3 clusters Score -4566459 nChanged 19590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4577195.000000 Penalty: 5284.118164
	Iteration 1F: 3 clusters Score -4577195 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -4577885.000000 Penalty: 5284.118164
	Iteration 2Q: 3 clusters Score -4577885 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -4578813.500000 Penalty: 5284.118164
	Iteration 3Q: 3 clusters Score -4578814 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -4580240.000000 Penalty: 5284.118164
	Iteration 4F: 3 clusters Score -4580240 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -4582352.000000 Penalty: 5284.118164
	Iteration 5F: 3 clusters Score -4582352 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -4585272.500000 Penalty: 5284.118164
	Iteration 6F: 3 clusters Score -4585272 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4588269.000000 Penalty: 5284.118164
	Iteration 7F: 3 clusters Score -4588269 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -4590375.000000 Penalty: 5284.118164
	Iteration 8F: 3 clusters Score -4590375 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4591557.000000 Penalty: 5284.118164
	Iteration 9Q: 3 clusters Score -4591557 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4592267.500000 Penalty: 5284.118164
	Iteration 10Q: 3 clusters Score -4592268 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4592570.000000 Penalty: 5284.118164
	Iteration 11Q: 3 clusters Score -4592570 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4592726.000000 Penalty: 5284.118164
	Iteration 12Q: 3 clusters Score -4592726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4592791.500000 Penalty: 5284.118164
	Iteration 13Q: 3 clusters Score -4592792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4592830.000000 Penalty: 5284.118164
	Iteration 14Q: 3 clusters Score -4592830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4592863.000000 Penalty: 5284.118164
	Iteration 15Q: 3 clusters Score -4592863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4592880.000000 Penalty: 5284.118164
	Iteration 16Q: 3 clusters Score -4592880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4592896.500000 Penalty: 5284.118164
	Iteration 17Q: 3 clusters Score -4592896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4592923.500000 Penalty: 5284.118164
	Iteration 18Q: 3 clusters Score -4592924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4592931.000000 Penalty: 5284.118164
	Iteration 19Q: 3 clusters Score -4592931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4592941.500000 Penalty: 5284.118164
	Iteration 20F: 3 clusters Score -4592942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4592947.500000 Penalty: 5284.118164
	Iteration 21Q: 3 clusters Score -4592948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4592946.500000 Penalty: 5284.118164
	Iteration 22Q: 3 clusters Score -4592946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4592946.500000 Penalty: 5284.118164
	Iteration 23F: 3 clusters Score -4592946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Entering Unmasked Estep 
Score: -290404.531250 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -290404.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -287412.062500 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -287412.1 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -287948.343750 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -287948.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -288073.968750 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -288074 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -288138.625000 Penalty: 3906.624512
	Iteration 3Q: 3 clusters Score -288138.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -288184.000000 Penalty: 3906.624512
	Iteration 4Q: 3 clusters Score -288184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -288231.250000 Penalty: 3906.624512
	Iteration 5Q: 3 clusters Score -288231.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -288270.125000 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -288270.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -288304.625000 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -288304.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -288331.281250 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -288331.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -288351.687500 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -288351.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -288361.750000 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -288361.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -288369.125000 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -288369.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -288376.500000 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -288376.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -288383.750000 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -288383.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -288391.156250 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -288391.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -288395.531250 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -288395.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -288397.437500 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -288397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -288397.812500 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -288397.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -288398.687500 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -288398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -288400.375000 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -288400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -288401.062500 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -288401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -288401.406250 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -288401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -288402.031250 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -288402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -288403.687500 Penalty: 3906.624512
	Iteration 23Q: 3 clusters Score -288403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -288403.625000 Penalty: 3906.624512
	Iteration 24Q: 3 clusters Score -288403.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -288403.625000 Penalty: 3906.624512
	Iteration 25F: 3 clusters Score -288403.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Entering Unmasked Estep 
Score: -1247886.250000 Penalty: 2314.254883
	Iteration 0F: 2 clusters Score -1247886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1239435.750000 Penalty: 4628.509766
	Iteration 0F: 3 clusters Score -1239436 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1241949.250000 Penalty: 4628.509766
	Iteration 1F: 3 clusters Score -1241949 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1242280.500000 Penalty: 4628.509766
	Iteration 2F: 3 clusters Score -1242280 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1242551.125000 Penalty: 4628.509766
	Iteration 3F: 3 clusters Score -1242551 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1242862.000000 Penalty: 4628.509766
	Iteration 4Q: 3 clusters Score -1242862 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1243250.500000 Penalty: 4628.509766
	Iteration 5Q: 3 clusters Score -1243250 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1243727.375000 Penalty: 4628.509766
	Iteration 6F: 3 clusters Score -1243727 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1244245.000000 Penalty: 4628.509766
	Iteration 7F: 3 clusters Score -1244245 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1244748.125000 Penalty: 4628.509766
	Iteration 8F: 3 clusters Score -1244748 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1245220.375000 Penalty: 4628.509766
	Iteration 9F: 3 clusters Score -1245220 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1245644.625000 Penalty: 4628.509766
	Iteration 10Q: 3 clusters Score -1245645 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1245962.375000 Penalty: 4628.509766
	Iteration 11Q: 3 clusters Score -1245962 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1246108.625000 Penalty: 4628.509766
	Iteration 12Q: 3 clusters Score -1246109 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1246179.750000 Penalty: 4628.509766
	Iteration 13Q: 3 clusters Score -1246180 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1246214.750000 Penalty: 4628.509766
	Iteration 14Q: 3 clusters Score -1246215 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1246237.750000 Penalty: 4628.509766
	Iteration 15Q: 3 clusters Score -1246238 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1246257.750000 Penalty: 4628.509766
	Iteration 16Q: 3 clusters Score -1246258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1246268.000000 Penalty: 4628.509766
	Iteration 17Q: 3 clusters Score -1246268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1246273.375000 Penalty: 4628.509766
	Iteration 18Q: 3 clusters Score -1246273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1246275.500000 Penalty: 4628.509766
	Iteration 19Q: 3 clusters Score -1246276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1246278.875000 Penalty: 4628.509766
	Iteration 20F: 3 clusters Score -1246279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1246285.250000 Penalty: 4628.509766
	Iteration 21Q: 3 clusters Score -1246285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1246287.000000 Penalty: 4628.509766
	Iteration 22Q: 3 clusters Score -1246287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1246287.875000 Penalty: 4628.509766
	Iteration 23Q: 3 clusters Score -1246288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1246293.000000 Penalty: 4628.509766
	Iteration 24Q: 3 clusters Score -1246293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1246294.375000 Penalty: 4628.509766
	Iteration 25Q: 3 clusters Score -1246294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1246294.250000 Penalty: 4628.509766
	Iteration 26Q: 3 clusters Score -1246294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1246297.250000 Penalty: 4628.509766
	Iteration 27Q: 3 clusters Score -1246297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1246297.000000 Penalty: 4628.509766
	Iteration 28Q: 3 clusters Score -1246297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1246295.875000 Penalty: 4628.509766
	Iteration 29Q: 3 clusters Score -1246296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1246294.875000 Penalty: 4628.509766
	Iteration 30Q: 3 clusters Score -1246295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1246294.375000 Penalty: 4628.509766
	Iteration 31Q: 3 clusters Score -1246294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1246296.375000 Penalty: 4628.509766
	Iteration 32Q: 3 clusters Score -1246296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1246294.625000 Penalty: 4628.509766
	Iteration 33Q: 3 clusters Score -1246295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1246297.000000 Penalty: 4628.509766
	Iteration 34Q: 3 clusters Score -1246297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1246297.375000 Penalty: 4628.509766
	Iteration 35Q: 3 clusters Score -1246297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1246297.375000 Penalty: 4628.509766
	Iteration 36F: 3 clusters Score -1246297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Entering Unmasked Estep 
Score: -134763.593750 Penalty: 1779.141602
	Iteration 0F: 2 clusters Score -134763.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -132604.906250 Penalty: 3558.283203
	Iteration 0F: 3 clusters Score -132604.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -133025.250000 Penalty: 3558.283203
	Iteration 1F: 3 clusters Score -133025.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -133202.671875 Penalty: 3558.283203
	Iteration 2F: 3 clusters Score -133202.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -133335.593750 Penalty: 3558.283203
	Iteration 3F: 3 clusters Score -133335.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -133494.468750 Penalty: 3558.283203
	Iteration 4F: 3 clusters Score -133494.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -133651.140625 Penalty: 3558.283203
	Iteration 5F: 3 clusters Score -133651.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -133823.734375 Penalty: 3558.283203
	Iteration 6Q: 3 clusters Score -133823.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -133937.687500 Penalty: 3558.283203
	Iteration 7Q: 3 clusters Score -133937.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -133994.218750 Penalty: 3558.283203
	Iteration 8Q: 3 clusters Score -133994.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -134034.078125 Penalty: 3558.283203
	Iteration 9Q: 3 clusters Score -134034.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -134056.968750 Penalty: 3558.283203
	Iteration 10Q: 3 clusters Score -134057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -134074.078125 Penalty: 3558.283203
	Iteration 11Q: 3 clusters Score -134074.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -134083.109375 Penalty: 3558.283203
	Iteration 12Q: 3 clusters Score -134083.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -134090.125000 Penalty: 3558.283203
	Iteration 13Q: 3 clusters Score -134090.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -134092.546875 Penalty: 3558.283203
	Iteration 14Q: 3 clusters Score -134092.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -134093.796875 Penalty: 3558.283203
	Iteration 15Q: 3 clusters Score -134093.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -134093.796875 Penalty: 3558.283203
	Iteration 16F: 3 clusters Score -134093.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Entering Unmasked Estep 
Score: -466481.968750 Penalty: 2108.717041
	Iteration 0F: 2 clusters Score -466482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -462068.562500 Penalty: 4217.434082
	Iteration 0F: 3 clusters Score -462068.6 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -463157.312500 Penalty: 4217.434082
	Iteration 1F: 3 clusters Score -463157.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -463407.906250 Penalty: 4217.434082
	Iteration 2F: 3 clusters Score -463407.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -463573.218750 Penalty: 4217.434082
	Iteration 3F: 3 clusters Score -463573.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -463717.093750 Penalty: 4217.434082
	Iteration 4Q: 3 clusters Score -463717.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -463843.343750 Penalty: 4217.434082
	Iteration 5Q: 3 clusters Score -463843.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -463960.062500 Penalty: 4217.434082
	Iteration 6Q: 3 clusters Score -463960.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -464088.031250 Penalty: 4217.434082
	Iteration 7Q: 3 clusters Score -464088 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -464270.781250 Penalty: 4217.434082
	Iteration 8Q: 3 clusters Score -464270.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -464469.687500 Penalty: 4217.434082
	Iteration 9Q: 3 clusters Score -464469.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -464677.656250 Penalty: 4217.434082
	Iteration 10Q: 3 clusters Score -464677.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -464902.062500 Penalty: 4217.434082
	Iteration 11Q: 3 clusters Score -464902.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -465111.781250 Penalty: 4217.434082
	Iteration 12Q: 3 clusters Score -465111.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -465280.156250 Penalty: 4217.434082
	Iteration 13Q: 3 clusters Score -465280.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -465412.437500 Penalty: 4217.434082
	Iteration 14Q: 3 clusters Score -465412.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -465487.781250 Penalty: 4217.434082
	Iteration 15Q: 3 clusters Score -465487.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -465539.406250 Penalty: 4217.434082
	Iteration 16Q: 3 clusters Score -465539.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -465580.468750 Penalty: 4217.434082
	Iteration 17Q: 3 clusters Score -465580.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -465612.468750 Penalty: 4217.434082
	Iteration 18Q: 3 clusters Score -465612.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -465637.062500 Penalty: 4217.434082
	Iteration 19Q: 3 clusters Score -465637.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -465653.406250 Penalty: 4217.434082
	Iteration 20F: 3 clusters Score -465653.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -465668.000000 Penalty: 4217.434082
	Iteration 21Q: 3 clusters Score -465668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -465682.562500 Penalty: 4217.434082
	Iteration 22Q: 3 clusters Score -465682.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -465693.625000 Penalty: 4217.434082
	Iteration 23Q: 3 clusters Score -465693.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -465700.250000 Penalty: 4217.434082
	Iteration 24Q: 3 clusters Score -465700.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -465703.218750 Penalty: 4217.434082
	Iteration 25Q: 3 clusters Score -465703.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -465706.062500 Penalty: 4217.434082
	Iteration 26Q: 3 clusters Score -465706.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -465707.437500 Penalty: 4217.434082
	Iteration 27Q: 3 clusters Score -465707.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -465710.718750 Penalty: 4217.434082
	Iteration 28Q: 3 clusters Score -465710.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -465711.906250 Penalty: 4217.434082
	Iteration 29Q: 3 clusters Score -465711.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -465712.406250 Penalty: 4217.434082
	Iteration 30Q: 3 clusters Score -465712.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -465712.812500 Penalty: 4217.434082
	Iteration 31Q: 3 clusters Score -465712.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -465713.437500 Penalty: 4217.434082
	Iteration 32Q: 3 clusters Score -465713.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -465712.937500 Penalty: 4217.434082
	Iteration 33Q: 3 clusters Score -465712.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -465713.906250 Penalty: 4217.434082
	Iteration 34Q: 3 clusters Score -465713.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -465713.906250 Penalty: 4217.434082
	Iteration 35F: 3 clusters Score -465713.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -98776.703125 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -98776.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -96870.140625 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -96870.14 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -97498.515625 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -97498.52 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -97824.937500 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -97824.94 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -98113.656250 Penalty: 3480.238281
	Iteration 3F: 3 clusters Score -98113.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -98500.296875 Penalty: 3480.238281
	Iteration 4F: 3 clusters Score -98500.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -98798.210938 Penalty: 3480.238281
	Iteration 5F: 3 clusters Score -98798.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -98918.234375 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -98918.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -99032.921875 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -99032.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -99078.953125 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -99078.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -99112.000000 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -99112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -99138.312500 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -99138.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -99160.765625 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -99160.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -99183.617188 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -99183.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99220.820312 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -99220.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99253.132812 Penalty: 3480.238281
	Iteration 14Q: 3 clusters Score -99253.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -99272.398438 Penalty: 3480.238281
	Iteration 15Q: 3 clusters Score -99272.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -99284.140625 Penalty: 3480.238281
	Iteration 16Q: 3 clusters Score -99284.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -99304.835938 Penalty: 3480.238281
	Iteration 17Q: 3 clusters Score -99304.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -99319.187500 Penalty: 3480.238281
	Iteration 18Q: 3 clusters Score -99319.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -99325.117188 Penalty: 3480.238281
	Iteration 19Q: 3 clusters Score -99325.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -99328.281250 Penalty: 3480.238281
	Iteration 20F: 3 clusters Score -99328.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -99331.320312 Penalty: 3480.238281
	Iteration 21Q: 3 clusters Score -99331.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -99339.515625 Penalty: 3480.238281
	Iteration 22Q: 3 clusters Score -99339.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -99349.257812 Penalty: 3480.238281
	Iteration 23Q: 3 clusters Score -99349.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -99369.375000 Penalty: 3480.238281
	Iteration 24Q: 3 clusters Score -99369.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -99465.882812 Penalty: 3480.238281
	Iteration 25Q: 3 clusters Score -99465.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99653.343750 Penalty: 3480.238281
	Iteration 26Q: 3 clusters Score -99653.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99660.734375 Penalty: 3480.238281
	Iteration 27Q: 3 clusters Score -99660.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99660.734375 Penalty: 3480.238281
	Iteration 28F: 3 clusters Score -99660.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 457 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 2938 members 
Mstep: Class 3 contains 24544 members 
Mstep: Class 4 contains 26043 members 
Mstep: Class 5 contains 23622 members 
Mstep: Class 6 contains 298621 members 
Mstep: Class 7 contains 111877 members 
Mstep: Class 8 contains 22413 members 
Mstep: Class 9 contains 3862 members 
Mstep: Class 10 contains 744 members 
Mstep: Class 11 contains 156950 members 
Mstep: Class 12 contains 42339 members 
Mstep: Class 13 contains 2634 members 
Mstep: Class 14 contains 11290 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 4929 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 688 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 53019 members 
Mstep: Class 21 contains 18404 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 448 members 
Mstep: Class 24 contains 326 members 
Mstep: Class 25 contains 563 members 
Mstep: Class 26 contains 425 members 
Entering Unmasked Estep 
Score: -98133544.000000 Penalty: 88410.296875
Splitting cluster 17 changes total score from -98134392.000000 to -98133544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -69341.257812 Penalty: 1620.379639
	Iteration 0F: 2 clusters Score -69341.26 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 363 members 
Entering Unmasked Estep 
Score: -67629.867188 Penalty: 3240.759277
	Iteration 0F: 3 clusters Score -67629.87 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67858.609375 Penalty: 3240.759277
	Iteration 1F: 3 clusters Score -67858.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67924.132812 Penalty: 3240.759277
	Iteration 2F: 3 clusters Score -67924.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67977.070312 Penalty: 3240.759277
	Iteration 3Q: 3 clusters Score -67977.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67997.585938 Penalty: 3240.759277
	Iteration 4Q: 3 clusters Score -67997.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68028.960938 Penalty: 3240.759277
	Iteration 5Q: 3 clusters Score -68028.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -68039.304688 Penalty: 3240.759277
	Iteration 6Q: 3 clusters Score -68039.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68042.929688 Penalty: 3240.759277
	Iteration 7Q: 3 clusters Score -68042.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68042.929688 Penalty: 3240.759277
	Iteration 8F: 3 clusters Score -68042.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Entering Unmasked Estep 
Score: -1162386.125000 Penalty: 2293.604736
	Iteration 0F: 2 clusters Score -1162386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1154520.250000 Penalty: 4587.209473
	Iteration 0F: 3 clusters Score -1154520 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1156810.875000 Penalty: 4587.209473
	Iteration 1F: 3 clusters Score -1156811 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1157082.000000 Penalty: 4587.209473
	Iteration 2F: 3 clusters Score -1157082 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1157248.875000 Penalty: 4587.209473
	Iteration 3Q: 3 clusters Score -1157249 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1157381.375000 Penalty: 4587.209473
	Iteration 4Q: 3 clusters Score -1157381 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1157496.375000 Penalty: 4587.209473
	Iteration 5Q: 3 clusters Score -1157496 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1157598.250000 Penalty: 4587.209473
	Iteration 6Q: 3 clusters Score -1157598 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1157713.375000 Penalty: 4587.209473
	Iteration 7Q: 3 clusters Score -1157713 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1157833.750000 Penalty: 4587.209473
	Iteration 8Q: 3 clusters Score -1157834 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1157997.000000 Penalty: 4587.209473
	Iteration 9Q: 3 clusters Score -1157997 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1158205.500000 Penalty: 4587.209473
	Iteration 10Q: 3 clusters Score -1158206 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1158423.250000 Penalty: 4587.209473
	Iteration 11Q: 3 clusters Score -1158423 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1158692.125000 Penalty: 4587.209473
	Iteration 12Q: 3 clusters Score -1158692 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1158978.375000 Penalty: 4587.209473
	Iteration 13Q: 3 clusters Score -1158978 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1159284.875000 Penalty: 4587.209473
	Iteration 14Q: 3 clusters Score -1159285 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1159585.125000 Penalty: 4587.209473
	Iteration 15Q: 3 clusters Score -1159585 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1159878.125000 Penalty: 4587.209473
	Iteration 16Q: 3 clusters Score -1159878 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1160133.375000 Penalty: 4587.209473
	Iteration 17Q: 3 clusters Score -1160133 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1160350.125000 Penalty: 4587.209473
	Iteration 18Q: 3 clusters Score -1160350 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1160497.375000 Penalty: 4587.209473
	Iteration 19Q: 3 clusters Score -1160497 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1160580.500000 Penalty: 4587.209473
	Iteration 20F: 3 clusters Score -1160580 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1160640.375000 Penalty: 4587.209473
	Iteration 21Q: 3 clusters Score -1160640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1160680.000000 Penalty: 4587.209473
	Iteration 22Q: 3 clusters Score -1160680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1160702.250000 Penalty: 4587.209473
	Iteration 23Q: 3 clusters Score -1160702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1160731.125000 Penalty: 4587.209473
	Iteration 24Q: 3 clusters Score -1160731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1160761.250000 Penalty: 4587.209473
	Iteration 25Q: 3 clusters Score -1160761 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1160787.625000 Penalty: 4587.209473
	Iteration 26Q: 3 clusters Score -1160788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1160816.375000 Penalty: 4587.209473
	Iteration 27Q: 3 clusters Score -1160816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1160828.875000 Penalty: 4587.209473
	Iteration 28Q: 3 clusters Score -1160829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1160839.375000 Penalty: 4587.209473
	Iteration 29Q: 3 clusters Score -1160839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1160850.250000 Penalty: 4587.209473
	Iteration 30Q: 3 clusters Score -1160850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1160853.875000 Penalty: 4587.209473
	Iteration 31Q: 3 clusters Score -1160854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1160861.375000 Penalty: 4587.209473
	Iteration 32Q: 3 clusters Score -1160861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1160869.875000 Penalty: 4587.209473
	Iteration 33Q: 3 clusters Score -1160870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1160874.250000 Penalty: 4587.209473
	Iteration 34Q: 3 clusters Score -1160874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1160875.000000 Penalty: 4587.209473
	Iteration 35Q: 3 clusters Score -1160875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1160877.375000 Penalty: 4587.209473
	Iteration 36Q: 3 clusters Score -1160877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1160878.625000 Penalty: 4587.209473
	Iteration 37Q: 3 clusters Score -1160879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1160879.750000 Penalty: 4587.209473
	Iteration 38Q: 3 clusters Score -1160880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1160882.500000 Penalty: 4587.209473
	Iteration 39Q: 3 clusters Score -1160882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1160886.375000 Penalty: 4587.209473
	Iteration 40F: 3 clusters Score -1160886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1160889.875000 Penalty: 4587.209473
	Iteration 41Q: 3 clusters Score -1160890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1160889.875000 Penalty: 4587.209473
	Iteration 42F: 3 clusters Score -1160890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Entering Unmasked Estep 
Score: -5985780.000000 Penalty: 2697.844482
	Iteration 0F: 2 clusters Score -5985780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -5950154.000000 Penalty: 5395.688965
	Iteration 0F: 3 clusters Score -5950154 nChanged 24522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -5963621.500000 Penalty: 5395.688965
	Iteration 1F: 3 clusters Score -5963622 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -5964185.500000 Penalty: 5395.688965
	Iteration 2Q: 3 clusters Score -5964186 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -5964638.500000 Penalty: 5395.688965
	Iteration 3Q: 3 clusters Score -5964638 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -5965101.500000 Penalty: 5395.688965
	Iteration 4Q: 3 clusters Score -5965102 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -5965508.500000 Penalty: 5395.688965
	Iteration 5Q: 3 clusters Score -5965508 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -5966040.000000 Penalty: 5395.688965
	Iteration 6Q: 3 clusters Score -5966040 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -5966777.000000 Penalty: 5395.688965
	Iteration 7Q: 3 clusters Score -5966777 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -5967894.000000 Penalty: 5395.688965
	Iteration 8Q: 3 clusters Score -5967894 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -5969659.000000 Penalty: 5395.688965
	Iteration 9F: 3 clusters Score -5969659 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -5972048.500000 Penalty: 5395.688965
	Iteration 10F: 3 clusters Score -5972048 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -5975312.500000 Penalty: 5395.688965
	Iteration 11F: 3 clusters Score -5975312 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -5978506.500000 Penalty: 5395.688965
	Iteration 12F: 3 clusters Score -5978506 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -5980632.500000 Penalty: 5395.688965
	Iteration 13F: 3 clusters Score -5980632 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -5981927.500000 Penalty: 5395.688965
	Iteration 14Q: 3 clusters Score -5981928 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -5982952.000000 Penalty: 5395.688965
	Iteration 15Q: 3 clusters Score -5982952 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -5983796.500000 Penalty: 5395.688965
	Iteration 16Q: 3 clusters Score -5983796 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -5984422.000000 Penalty: 5395.688965
	Iteration 17Q: 3 clusters Score -5984422 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -5984740.000000 Penalty: 5395.688965
	Iteration 18Q: 3 clusters Score -5984740 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -5984854.000000 Penalty: 5395.688965
	Iteration 19Q: 3 clusters Score -5984854 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -5984948.500000 Penalty: 5395.688965
	Iteration 20F: 3 clusters Score -5984948 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -5985012.000000 Penalty: 5395.688965
	Iteration 21Q: 3 clusters Score -5985012 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -5985030.500000 Penalty: 5395.688965
	Iteration 22Q: 3 clusters Score -5985030 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -5985070.500000 Penalty: 5395.688965
	Iteration 23Q: 3 clusters Score -5985070 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -5985088.500000 Penalty: 5395.688965
	Iteration 24Q: 3 clusters Score -5985088 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -5985096.500000 Penalty: 5395.688965
	Iteration 25Q: 3 clusters Score -5985096 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -5985117.500000 Penalty: 5395.688965
	Iteration 26Q: 3 clusters Score -5985118 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -5985140.500000 Penalty: 5395.688965
	Iteration 27Q: 3 clusters Score -5985140 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -5985155.500000 Penalty: 5395.688965
	Iteration 28Q: 3 clusters Score -5985156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -5985158.500000 Penalty: 5395.688965
	Iteration 29Q: 3 clusters Score -5985158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -5985171.500000 Penalty: 5395.688965
	Iteration 30Q: 3 clusters Score -5985172 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -5985181.000000 Penalty: 5395.688965
	Iteration 31Q: 3 clusters Score -5985181 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5985181.000000 Penalty: 5395.688965
	Iteration 32Q: 3 clusters Score -5985181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -5985176.500000 Penalty: 5395.688965
	Iteration 33Q: 3 clusters Score -5985176 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -5985182.500000 Penalty: 5395.688965
	Iteration 34Q: 3 clusters Score -5985182 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -5985171.500000 Penalty: 5395.688965
	Iteration 35Q: 3 clusters Score -5985172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -5985170.000000 Penalty: 5395.688965
	Iteration 36Q: 3 clusters Score -5985170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -5985181.000000 Penalty: 5395.688965
	Iteration 37Q: 3 clusters Score -5985181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -5985168.000000 Penalty: 5395.688965
	Iteration 38Q: 3 clusters Score -5985168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -5985167.500000 Penalty: 5395.688965
	Iteration 39Q: 3 clusters Score -5985168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -5985171.500000 Penalty: 5395.688965
	Iteration 40F: 3 clusters Score -5985172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -5985166.000000 Penalty: 5395.688965
	Iteration 41Q: 3 clusters Score -5985166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -5985172.500000 Penalty: 5395.688965
	Iteration 42Q: 3 clusters Score -5985172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -5985171.500000 Penalty: 5395.688965
	Iteration 43Q: 3 clusters Score -5985172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -5985167.500000 Penalty: 5395.688965
	Iteration 44Q: 3 clusters Score -5985168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -5985165.500000 Penalty: 5395.688965
	Iteration 45Q: 3 clusters Score -5985166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -5985156.500000 Penalty: 5395.688965
	Iteration 46Q: 3 clusters Score -5985156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -5985152.000000 Penalty: 5395.688965
	Iteration 47Q: 3 clusters Score -5985152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -5985150.000000 Penalty: 5395.688965
	Iteration 48Q: 3 clusters Score -5985150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -5985156.500000 Penalty: 5395.688965
	Iteration 49Q: 3 clusters Score -5985156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -5985157.000000 Penalty: 5395.688965
	Iteration 50Q: 3 clusters Score -5985157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -5985156.500000 Penalty: 5395.688965
	Iteration 51Q: 3 clusters Score -5985156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -5985162.500000 Penalty: 5395.688965
	Iteration 52Q: 3 clusters Score -5985162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -5985159.500000 Penalty: 5395.688965
	Iteration 53Q: 3 clusters Score -5985160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -5985159.500000 Penalty: 5395.688965
	Iteration 54F: 3 clusters Score -5985160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Entering Unmasked Estep 
Score: -2096683.750000 Penalty: 2435.440186
	Iteration 0F: 2 clusters Score -2096684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2083567.250000 Penalty: 4870.880371
	Iteration 0F: 3 clusters Score -2083567 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2087867.750000 Penalty: 4870.880371
	Iteration 1F: 3 clusters Score -2087868 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2088236.625000 Penalty: 4870.880371
	Iteration 2F: 3 clusters Score -2088237 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2088526.000000 Penalty: 4870.880371
	Iteration 3Q: 3 clusters Score -2088526 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2088777.250000 Penalty: 4870.880371
	Iteration 4Q: 3 clusters Score -2088777 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2088993.250000 Penalty: 4870.880371
	Iteration 5Q: 3 clusters Score -2088993 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2089204.375000 Penalty: 4870.880371
	Iteration 6Q: 3 clusters Score -2089204 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2089406.875000 Penalty: 4870.880371
	Iteration 7Q: 3 clusters Score -2089407 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2089642.625000 Penalty: 4870.880371
	Iteration 8Q: 3 clusters Score -2089643 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2089904.000000 Penalty: 4870.880371
	Iteration 9Q: 3 clusters Score -2089904 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2090237.000000 Penalty: 4870.880371
	Iteration 10Q: 3 clusters Score -2090237 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2090644.000000 Penalty: 4870.880371
	Iteration 11Q: 3 clusters Score -2090644 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2091118.625000 Penalty: 4870.880371
	Iteration 12Q: 3 clusters Score -2091119 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2091659.375000 Penalty: 4870.880371
	Iteration 13Q: 3 clusters Score -2091659 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2092174.000000 Penalty: 4870.880371
	Iteration 14Q: 3 clusters Score -2092174 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2092535.250000 Penalty: 4870.880371
	Iteration 15Q: 3 clusters Score -2092535 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2092749.750000 Penalty: 4870.880371
	Iteration 16Q: 3 clusters Score -2092750 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2092857.500000 Penalty: 4870.880371
	Iteration 17Q: 3 clusters Score -2092858 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2092926.375000 Penalty: 4870.880371
	Iteration 18Q: 3 clusters Score -2092926 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2092987.375000 Penalty: 4870.880371
	Iteration 19Q: 3 clusters Score -2092987 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2093040.750000 Penalty: 4870.880371
	Iteration 20F: 3 clusters Score -2093041 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2093087.000000 Penalty: 4870.880371
	Iteration 21Q: 3 clusters Score -2093087 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2093128.875000 Penalty: 4870.880371
	Iteration 22Q: 3 clusters Score -2093129 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2093162.125000 Penalty: 4870.880371
	Iteration 23Q: 3 clusters Score -2093162 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2093193.125000 Penalty: 4870.880371
	Iteration 24Q: 3 clusters Score -2093193 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -2093222.250000 Penalty: 4870.880371
	Iteration 25Q: 3 clusters Score -2093222 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2093244.000000 Penalty: 4870.880371
	Iteration 26Q: 3 clusters Score -2093244 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2093266.875000 Penalty: 4870.880371
	Iteration 27Q: 3 clusters Score -2093267 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2093291.375000 Penalty: 4870.880371
	Iteration 28Q: 3 clusters Score -2093291 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2093318.125000 Penalty: 4870.880371
	Iteration 29Q: 3 clusters Score -2093318 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2093335.500000 Penalty: 4870.880371
	Iteration 30Q: 3 clusters Score -2093336 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2093341.375000 Penalty: 4870.880371
	Iteration 31Q: 3 clusters Score -2093341 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2093360.625000 Penalty: 4870.880371
	Iteration 32Q: 3 clusters Score -2093361 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2093375.375000 Penalty: 4870.880371
	Iteration 33Q: 3 clusters Score -2093375 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2093386.000000 Penalty: 4870.880371
	Iteration 34Q: 3 clusters Score -2093386 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -2093400.125000 Penalty: 4870.880371
	Iteration 35Q: 3 clusters Score -2093400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2093417.625000 Penalty: 4870.880371
	Iteration 36Q: 3 clusters Score -2093418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2093431.250000 Penalty: 4870.880371
	Iteration 37Q: 3 clusters Score -2093431 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2093442.750000 Penalty: 4870.880371
	Iteration 38Q: 3 clusters Score -2093443 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2093449.250000 Penalty: 4870.880371
	Iteration 39Q: 3 clusters Score -2093449 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2093463.750000 Penalty: 4870.880371
	Iteration 40F: 3 clusters Score -2093464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2093472.125000 Penalty: 4870.880371
	Iteration 41Q: 3 clusters Score -2093472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2093481.625000 Penalty: 4870.880371
	Iteration 42Q: 3 clusters Score -2093482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2093488.625000 Penalty: 4870.880371
	Iteration 43Q: 3 clusters Score -2093489 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2093505.000000 Penalty: 4870.880371
	Iteration 44Q: 3 clusters Score -2093505 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2093507.625000 Penalty: 4870.880371
	Iteration 45Q: 3 clusters Score -2093508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2093515.500000 Penalty: 4870.880371
	Iteration 46Q: 3 clusters Score -2093516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2093519.125000 Penalty: 4870.880371
	Iteration 47Q: 3 clusters Score -2093519 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2093524.375000 Penalty: 4870.880371
	Iteration 48Q: 3 clusters Score -2093524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2093534.250000 Penalty: 4870.880371
	Iteration 49Q: 3 clusters Score -2093534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2093546.125000 Penalty: 4870.880371
	Iteration 50Q: 3 clusters Score -2093546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2093550.375000 Penalty: 4870.880371
	Iteration 51Q: 3 clusters Score -2093550 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2093548.000000 Penalty: 4870.880371
	Iteration 52Q: 3 clusters Score -2093548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2093559.750000 Penalty: 4870.880371
	Iteration 53Q: 3 clusters Score -2093560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2093559.125000 Penalty: 4870.880371
	Iteration 54Q: 3 clusters Score -2093559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2093564.250000 Penalty: 4870.880371
	Iteration 55Q: 3 clusters Score -2093564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2093569.875000 Penalty: 4870.880371
	Iteration 56Q: 3 clusters Score -2093570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2093571.375000 Penalty: 4870.880371
	Iteration 57Q: 3 clusters Score -2093571 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2093585.625000 Penalty: 4870.880371
	Iteration 58Q: 3 clusters Score -2093586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2093584.125000 Penalty: 4870.880371
	Iteration 59Q: 3 clusters Score -2093584 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -2093590.375000 Penalty: 4870.880371
	Iteration 60F: 3 clusters Score -2093590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2093594.500000 Penalty: 4870.880371
	Iteration 61Q: 3 clusters Score -2093594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2093602.375000 Penalty: 4870.880371
	Iteration 62Q: 3 clusters Score -2093602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2093606.500000 Penalty: 4870.880371
	Iteration 63Q: 3 clusters Score -2093606 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2093619.125000 Penalty: 4870.880371
	Iteration 64Q: 3 clusters Score -2093619 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2093631.500000 Penalty: 4870.880371
	Iteration 65Q: 3 clusters Score -2093632 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2093643.250000 Penalty: 4870.880371
	Iteration 66Q: 3 clusters Score -2093643 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2093653.875000 Penalty: 4870.880371
	Iteration 67Q: 3 clusters Score -2093654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2093669.625000 Penalty: 4870.880371
	Iteration 68Q: 3 clusters Score -2093670 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2093683.250000 Penalty: 4870.880371
	Iteration 69Q: 3 clusters Score -2093683 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2093698.000000 Penalty: 4870.880371
	Iteration 70Q: 3 clusters Score -2093698 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2093713.375000 Penalty: 4870.880371
	Iteration 71Q: 3 clusters Score -2093713 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2093745.375000 Penalty: 4870.880371
	Iteration 72Q: 3 clusters Score -2093745 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2093774.125000 Penalty: 4870.880371
	Iteration 73Q: 3 clusters Score -2093774 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -2093798.250000 Penalty: 4870.880371
	Iteration 74Q: 3 clusters Score -2093798 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2093816.500000 Penalty: 4870.880371
	Iteration 75Q: 3 clusters Score -2093816 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2093839.625000 Penalty: 4870.880371
	Iteration 76Q: 3 clusters Score -2093840 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2093865.750000 Penalty: 4870.880371
	Iteration 77Q: 3 clusters Score -2093866 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2093896.500000 Penalty: 4870.880371
	Iteration 78Q: 3 clusters Score -2093896 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2093921.000000 Penalty: 4870.880371
	Iteration 79Q: 3 clusters Score -2093921 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2093940.000000 Penalty: 4870.880371
	Iteration 80F: 3 clusters Score -2093940 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2093955.125000 Penalty: 4870.880371
	Iteration 81Q: 3 clusters Score -2093955 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2093977.250000 Penalty: 4870.880371
	Iteration 82Q: 3 clusters Score -2093977 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2093999.125000 Penalty: 4870.880371
	Iteration 83Q: 3 clusters Score -2093999 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2094015.125000 Penalty: 4870.880371
	Iteration 84Q: 3 clusters Score -2094015 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2094029.000000 Penalty: 4870.880371
	Iteration 85Q: 3 clusters Score -2094029 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -2094058.375000 Penalty: 4870.880371
	Iteration 86Q: 3 clusters Score -2094058 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2094074.250000 Penalty: 4870.880371
	Iteration 87Q: 3 clusters Score -2094074 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2094097.875000 Penalty: 4870.880371
	Iteration 88Q: 3 clusters Score -2094098 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2094119.250000 Penalty: 4870.880371
	Iteration 89Q: 3 clusters Score -2094119 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2094134.125000 Penalty: 4870.880371
	Iteration 90Q: 3 clusters Score -2094134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2094156.500000 Penalty: 4870.880371
	Iteration 91Q: 3 clusters Score -2094156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2094169.875000 Penalty: 4870.880371
	Iteration 92Q: 3 clusters Score -2094170 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2094191.125000 Penalty: 4870.880371
	Iteration 93Q: 3 clusters Score -2094191 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2094205.875000 Penalty: 4870.880371
	Iteration 94Q: 3 clusters Score -2094206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2094231.250000 Penalty: 4870.880371
	Iteration 95Q: 3 clusters Score -2094231 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2094238.625000 Penalty: 4870.880371
	Iteration 96Q: 3 clusters Score -2094239 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2094259.375000 Penalty: 4870.880371
	Iteration 97Q: 3 clusters Score -2094259 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2094287.750000 Penalty: 4870.880371
	Iteration 98Q: 3 clusters Score -2094288 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2094311.750000 Penalty: 4870.880371
	Iteration 99Q: 3 clusters Score -2094312 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2094320.750000 Penalty: 4870.880371
	Iteration 100F: 3 clusters Score -2094321 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2094345.750000 Penalty: 4870.880371
	Iteration 101Q: 3 clusters Score -2094346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2094362.750000 Penalty: 4870.880371
	Iteration 102Q: 3 clusters Score -2094363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2094381.750000 Penalty: 4870.880371
	Iteration 103Q: 3 clusters Score -2094382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2094400.125000 Penalty: 4870.880371
	Iteration 104Q: 3 clusters Score -2094400 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2094411.375000 Penalty: 4870.880371
	Iteration 105Q: 3 clusters Score -2094411 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2094431.250000 Penalty: 4870.880371
	Iteration 106Q: 3 clusters Score -2094431 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -2094456.500000 Penalty: 4870.880371
	Iteration 107Q: 3 clusters Score -2094456 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2094483.000000 Penalty: 4870.880371
	Iteration 108Q: 3 clusters Score -2094483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2094495.625000 Penalty: 4870.880371
	Iteration 109Q: 3 clusters Score -2094496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2094513.375000 Penalty: 4870.880371
	Iteration 110Q: 3 clusters Score -2094513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2094528.625000 Penalty: 4870.880371
	Iteration 111Q: 3 clusters Score -2094529 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2094536.375000 Penalty: 4870.880371
	Iteration 112Q: 3 clusters Score -2094536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2094553.750000 Penalty: 4870.880371
	Iteration 113Q: 3 clusters Score -2094554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2094572.875000 Penalty: 4870.880371
	Iteration 114Q: 3 clusters Score -2094573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2094590.875000 Penalty: 4870.880371
	Iteration 115Q: 3 clusters Score -2094591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2094602.750000 Penalty: 4870.880371
	Iteration 116Q: 3 clusters Score -2094603 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2094616.125000 Penalty: 4870.880371
	Iteration 117Q: 3 clusters Score -2094616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2094626.750000 Penalty: 4870.880371
	Iteration 118Q: 3 clusters Score -2094627 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2094632.625000 Penalty: 4870.880371
	Iteration 119Q: 3 clusters Score -2094633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2094639.000000 Penalty: 4870.880371
	Iteration 120F: 3 clusters Score -2094639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2094646.250000 Penalty: 4870.880371
	Iteration 121Q: 3 clusters Score -2094646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -2094650.750000 Penalty: 4870.880371
	Iteration 122Q: 3 clusters Score -2094651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2094652.875000 Penalty: 4870.880371
	Iteration 123Q: 3 clusters Score -2094653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2094653.125000 Penalty: 4870.880371
	Iteration 124Q: 3 clusters Score -2094653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2094656.500000 Penalty: 4870.880371
	Iteration 125Q: 3 clusters Score -2094656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2094656.250000 Penalty: 4870.880371
	Iteration 126Q: 3 clusters Score -2094656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2094660.625000 Penalty: 4870.880371
	Iteration 127Q: 3 clusters Score -2094661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2094662.000000 Penalty: 4870.880371
	Iteration 128Q: 3 clusters Score -2094662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2094662.250000 Penalty: 4870.880371
	Iteration 129Q: 3 clusters Score -2094662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2094662.500000 Penalty: 4870.880371
	Iteration 130Q: 3 clusters Score -2094662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2094665.375000 Penalty: 4870.880371
	Iteration 131Q: 3 clusters Score -2094665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2094665.375000 Penalty: 4870.880371
	Iteration 132F: 3 clusters Score -2094665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Entering Unmasked Estep 
Score: -379889.031250 Penalty: 2040.587891
	Iteration 0F: 2 clusters Score -379889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -376136.281250 Penalty: 4081.175781
	Iteration 0F: 3 clusters Score -376136.3 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -376927.843750 Penalty: 4081.175781
	Iteration 1F: 3 clusters Score -376927.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -377125.656250 Penalty: 4081.175781
	Iteration 2F: 3 clusters Score -377125.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -377248.375000 Penalty: 4081.175781
	Iteration 3F: 3 clusters Score -377248.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -377358.968750 Penalty: 4081.175781
	Iteration 4Q: 3 clusters Score -377359 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -377442.937500 Penalty: 4081.175781
	Iteration 5Q: 3 clusters Score -377442.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -377520.031250 Penalty: 4081.175781
	Iteration 6Q: 3 clusters Score -377520 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -377593.593750 Penalty: 4081.175781
	Iteration 7Q: 3 clusters Score -377593.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -377649.781250 Penalty: 4081.175781
	Iteration 8Q: 3 clusters Score -377649.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -377691.031250 Penalty: 4081.175781
	Iteration 9Q: 3 clusters Score -377691 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -377733.468750 Penalty: 4081.175781
	Iteration 10Q: 3 clusters Score -377733.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -377764.312500 Penalty: 4081.175781
	Iteration 11Q: 3 clusters Score -377764.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -377784.000000 Penalty: 4081.175781
	Iteration 12Q: 3 clusters Score -377784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -377798.187500 Penalty: 4081.175781
	Iteration 13Q: 3 clusters Score -377798.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -377819.656250 Penalty: 4081.175781
	Iteration 14Q: 3 clusters Score -377819.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -377839.781250 Penalty: 4081.175781
	Iteration 15Q: 3 clusters Score -377839.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -377849.125000 Penalty: 4081.175781
	Iteration 16Q: 3 clusters Score -377849.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -377857.281250 Penalty: 4081.175781
	Iteration 17Q: 3 clusters Score -377857.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -377865.562500 Penalty: 4081.175781
	Iteration 18Q: 3 clusters Score -377865.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -377871.968750 Penalty: 4081.175781
	Iteration 19Q: 3 clusters Score -377872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -377877.593750 Penalty: 4081.175781
	Iteration 20F: 3 clusters Score -377877.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -377881.968750 Penalty: 4081.175781
	Iteration 21Q: 3 clusters Score -377882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -377885.562500 Penalty: 4081.175781
	Iteration 22Q: 3 clusters Score -377885.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -377889.875000 Penalty: 4081.175781
	Iteration 23Q: 3 clusters Score -377889.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -377893.000000 Penalty: 4081.175781
	Iteration 24Q: 3 clusters Score -377893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -377895.750000 Penalty: 4081.175781
	Iteration 25Q: 3 clusters Score -377895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -377896.250000 Penalty: 4081.175781
	Iteration 26Q: 3 clusters Score -377896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -377897.343750 Penalty: 4081.175781
	Iteration 27Q: 3 clusters Score -377897.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -377899.968750 Penalty: 4081.175781
	Iteration 28Q: 3 clusters Score -377900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -377900.375000 Penalty: 4081.175781
	Iteration 29Q: 3 clusters Score -377900.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -377900.375000 Penalty: 4081.175781
	Iteration 30F: 3 clusters Score -377900.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Entering Unmasked Estep 
Score: -40796.804688 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -40796.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39389.304688 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -39389.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -39630.253906 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -39630.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -39717.683594 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -39717.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39791.582031 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -39791.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39838.476562 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -39838.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39856.527344 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -39856.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39867.343750 Penalty: 3027.977295
	Iteration 6Q: 3 clusters Score -39867.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39898.992188 Penalty: 3027.977295
	Iteration 7Q: 3 clusters Score -39898.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39927.562500 Penalty: 3027.977295
	Iteration 8Q: 3 clusters Score -39927.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -39947.726562 Penalty: 3027.977295
	Iteration 9Q: 3 clusters Score -39947.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39958.562500 Penalty: 3027.977295
	Iteration 10Q: 3 clusters Score -39958.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39983.996094 Penalty: 3027.977295
	Iteration 11Q: 3 clusters Score -39984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -39988.933594 Penalty: 3027.977295
	Iteration 12Q: 3 clusters Score -39988.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -39991.238281 Penalty: 3027.977295
	Iteration 13Q: 3 clusters Score -39991.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39992.570312 Penalty: 3027.977295
	Iteration 14Q: 3 clusters Score -39992.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -39992.570312 Penalty: 3027.977295
	Iteration 15F: 3 clusters Score -39992.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -27296.710938 Penalty: 1435.150513
	Iteration 0F: 2 clusters Score -27296.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -26003.800781 Penalty: 2870.301025
	Iteration 0F: 3 clusters Score -26003.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26160.503906 Penalty: 2870.301025
	Iteration 1F: 3 clusters Score -26160.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26218.339844 Penalty: 2870.301025
	Iteration 2Q: 3 clusters Score -26218.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -26256.689453 Penalty: 2870.301025
	Iteration 3Q: 3 clusters Score -26256.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -26286.960938 Penalty: 2870.301025
	Iteration 4Q: 3 clusters Score -26286.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26310.292969 Penalty: 2870.301025
	Iteration 5Q: 3 clusters Score -26310.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26318.154297 Penalty: 2870.301025
	Iteration 6Q: 3 clusters Score -26318.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26318.154297 Penalty: 2870.301025
	Iteration 7F: 3 clusters Score -26318.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -55935.546875 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -55935.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -54478.093750 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -54478.09 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -55057.535156 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -55057.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -55190.414062 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -55190.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -55281.312500 Penalty: 3141.306641
	Iteration 3F: 3 clusters Score -55281.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -55340.636719 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -55340.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -55369.753906 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -55369.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -55382.968750 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -55382.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -55389.492188 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -55389.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -55396.421875 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -55396.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -55402.167969 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -55402.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -55421.355469 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -55421.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -55430.371094 Penalty: 3141.306641
	Iteration 11Q: 3 clusters Score -55430.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -55430.371094 Penalty: 3141.306641
	Iteration 12F: 3 clusters Score -55430.37 nChanged 0
--- Evaluating fit on full set of 2703037 points ---
Entering Unmasked Estep 
Score: -293797664.000000 Penalty: 91821.296875
24->26 Clusters: Score -293797664.000000, best is -293888160.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 901012 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 37590 members 
Mstep: Class 3 contains 37115 members 
Mstep: Class 4 contains 37453 members 
Mstep: Class 5 contains 37581 members 
Mstep: Class 6 contains 37382 members 
Mstep: Class 7 contains 37333 members 
Mstep: Class 8 contains 37968 members 
Mstep: Class 9 contains 37728 members 
Mstep: Class 10 contains 37716 members 
Mstep: Class 11 contains 37734 members 
Mstep: Class 12 contains 37508 members 
Mstep: Class 13 contains 37268 members 
Mstep: Class 14 contains 37671 members 
Mstep: Class 15 contains 37617 members 
Mstep: Class 16 contains 37611 members 
Mstep: Class 17 contains 37403 members 
Mstep: Class 18 contains 37493 members 
Mstep: Class 19 contains 37618 members 
Mstep: Class 20 contains 37946 members 
Mstep: Class 21 contains 37372 members 
Mstep: Class 22 contains 37374 members 
Mstep: Class 23 contains 37362 members 
Mstep: Class 24 contains 37712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 262.988953 but Gain 3400.390625
Score: -92496288.000000 Penalty: 78209.109375
Iteration 0F: 24 clusters Score -9.249629e+07 nChanged 860178
Entering Unmasked Mstep 
Mstep: Class 0 contains 4295 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 36224 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 10487 members 
Mstep: Class 5 contains 17892 members 
Mstep: Class 6 contains 18846 members 
Mstep: Class 7 contains 104200 members 
Mstep: Class 8 contains 9397 members 
Mstep: Class 9 contains 2640 members 
Mstep: Class 10 contains 79429 members 
Mstep: Class 11 contains 24957 members 
Mstep: Class 13 contains 10988 members 
Mstep: Class 14 contains 19460 members 
Mstep: Class 15 contains 5155 members 
Mstep: Class 16 contains 191039 members 
Mstep: Class 17 contains 96216 members 
Mstep: Class 18 contains 8692 members 
Mstep: Class 19 contains 7216 members 
Mstep: Class 20 contains 8849 members 
Mstep: Class 21 contains 35107 members 
Mstep: Class 22 contains 8650 members 
Mstep: Class 23 contains 120209 members 
Mstep: Class 24 contains 6655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3288.636230 but Gain 3400.398438
Score: -96449440.000000 Penalty: 74808.710938
Iteration 1F: 23 clusters Score -9.644944e+07 nChanged 336139
Entering Unmasked Mstep 
Mstep: Class 0 contains 3143 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 28819 members 
Mstep: Class 3 contains 4072 members 
Mstep: Class 4 contains 6447 members 
Mstep: Class 5 contains 10725 members 
Mstep: Class 6 contains 16138 members 
Mstep: Class 7 contains 104194 members 
Mstep: Class 8 contains 6585 members 
Mstep: Class 9 contains 1219 members 
Mstep: Class 10 contains 64635 members 
Mstep: Class 11 contains 22148 members 
Mstep: Class 13 contains 4863 members 
Mstep: Class 14 contains 16623 members 
Mstep: Class 15 contains 8644 members 
Mstep: Class 16 contains 266855 members 
Mstep: Class 17 contains 75210 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 3987 members 
Mstep: Class 21 contains 21768 members 
Mstep: Class 22 contains 5802 members 
Mstep: Class 23 contains 162767 members 
Mstep: Class 24 contains 10552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2260.081787 but Gain 3400.398438
Score: -97087616.000000 Penalty: 71408.312500
Iteration 2F: 22 clusters Score -9.708762e+07 nChanged 214961
Entering Unmasked Mstep 
Mstep: Class 0 contains 1959 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 21053 members 
Mstep: Class 3 contains 3203 members 
Mstep: Class 4 contains 3720 members 
Mstep: Class 5 contains 6490 members 
Mstep: Class 6 contains 16530 members 
Mstep: Class 7 contains 91206 members 
Mstep: Class 8 contains 7312 members 
Mstep: Class 9 contains 2013 members 
Mstep: Class 10 contains 61420 members 
Mstep: Class 11 contains 17033 members 
Mstep: Class 13 contains 2535 members 
Mstep: Class 14 contains 16568 members 
Mstep: Class 15 contains 10127 members 
Mstep: Class 16 contains 283066 members 
Mstep: Class 17 contains 80523 members 
Mstep: Class 19 contains 3812 members 
Mstep: Class 21 contains 16573 members 
Mstep: Class 22 contains 2683 members 
Mstep: Class 23 contains 192330 members 
Mstep: Class 24 contains 14576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1545.641479 but Gain 3400.390625
Score: -97371192.000000 Penalty: 68007.921875
Iteration 3F: 21 clusters Score -9.737119e+07 nChanged 156715
Entering Unmasked Mstep 
Mstep: Class 0 contains 1830 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 15984 members 
Mstep: Class 3 contains 3355 members 
Mstep: Class 4 contains 2338 members 
Mstep: Class 5 contains 3910 members 
Mstep: Class 6 contains 17537 members 
Mstep: Class 7 contains 81178 members 
Mstep: Class 8 contains 7461 members 
Mstep: Class 9 contains 2054 members 
Mstep: Class 10 contains 61307 members 
Mstep: Class 11 contains 13256 members 
Mstep: Class 14 contains 18466 members 
Mstep: Class 15 contains 9509 members 
Mstep: Class 16 contains 290258 members 
Mstep: Class 17 contains 87127 members 
Mstep: Class 19 contains 3675 members 
Mstep: Class 21 contains 14818 members 
Mstep: Class 22 contains 1732 members 
Mstep: Class 23 contains 206731 members 
Mstep: Class 24 contains 14470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1416.965088 but Gain 3400.398438
Score: -97522488.000000 Penalty: 64607.523438
Iteration 4F: 20 clusters Score -9.752249e+07 nChanged 125551
Entering Unmasked Mstep 
Mstep: Class 0 contains 1776 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 12611 members 
Mstep: Class 3 contains 3780 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 17896 members 
Mstep: Class 7 contains 75506 members 
Mstep: Class 8 contains 7891 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 58142 members 
Mstep: Class 11 contains 11126 members 
Mstep: Class 14 contains 21273 members 
Mstep: Class 15 contains 8730 members 
Mstep: Class 16 contains 314355 members 
Mstep: Class 17 contains 89173 members 
Mstep: Class 19 contains 3720 members 
Mstep: Class 21 contains 14217 members 
Mstep: Class 22 contains 1522 members 
Mstep: Class 23 contains 202304 members 
Mstep: Class 24 contains 13040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1369.424561 but Gain 3400.394531
Score: -97640584.000000 Penalty: 61207.128906
Iteration 5F: 19 clusters Score -9.764058e+07 nChanged 107528
Entering Unmasked Mstep 
Mstep: Class 0 contains 1666 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 10268 members 
Mstep: Class 3 contains 3634 members 
Mstep: Class 6 contains 18908 members 
Mstep: Class 7 contains 71490 members 
Mstep: Class 8 contains 8730 members 
Mstep: Class 9 contains 2126 members 
Mstep: Class 10 contains 53797 members 
Mstep: Class 11 contains 10356 members 
Mstep: Class 14 contains 23586 members 
Mstep: Class 15 contains 7782 members 
Mstep: Class 16 contains 346680 members 
Mstep: Class 17 contains 87352 members 
Mstep: Class 19 contains 3915 members 
Mstep: Class 21 contains 14033 members 
Mstep: Class 22 contains 1627 members 
Mstep: Class 23 contains 190445 members 
Mstep: Class 24 contains 12281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97687168.000000 Penalty: 61207.128906
Iteration 6F: 19 clusters Score -9.768717e+07 nChanged 84410
Entering Unmasked Mstep 
Mstep: Class 0 contains 1608 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 9094 members 
Mstep: Class 3 contains 3248 members 
Mstep: Class 6 contains 19924 members 
Mstep: Class 7 contains 71191 members 
Mstep: Class 8 contains 9921 members 
Mstep: Class 9 contains 2167 members 
Mstep: Class 10 contains 51384 members 
Mstep: Class 11 contains 11102 members 
Mstep: Class 14 contains 24825 members 
Mstep: Class 15 contains 6618 members 
Mstep: Class 16 contains 361751 members 
Mstep: Class 17 contains 85568 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 21 contains 13460 members 
Mstep: Class 22 contains 1869 members 
Mstep: Class 23 contains 183761 members 
Mstep: Class 24 contains 12708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97706328.000000 Penalty: 61207.128906
Iteration 7F: 19 clusters Score -9.770633e+07 nChanged 61067
Entering Unmasked Mstep 
Mstep: Class 0 contains 1597 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 9175 members 
Mstep: Class 3 contains 3016 members 
Mstep: Class 6 contains 20143 members 
Mstep: Class 7 contains 75370 members 
Mstep: Class 8 contains 11424 members 
Mstep: Class 9 contains 2165 members 
Mstep: Class 10 contains 50193 members 
Mstep: Class 11 contains 12718 members 
Mstep: Class 14 contains 25559 members 
Mstep: Class 15 contains 5333 members 
Mstep: Class 16 contains 363542 members 
Mstep: Class 17 contains 85019 members 
Mstep: Class 19 contains 4201 members 
Mstep: Class 21 contains 13018 members 
Mstep: Class 22 contains 2125 members 
Mstep: Class 23 contains 179131 members 
Mstep: Class 24 contains 13483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97735320.000000 Penalty: 61207.128906
Iteration 8F: 19 clusters Score -9.773532e+07 nChanged 47960
Entering Unmasked Mstep 
Mstep: Class 0 contains 1591 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 10173 members 
Mstep: Class 3 contains 2873 members 
Mstep: Class 6 contains 19428 members 
Mstep: Class 7 contains 81916 members 
Mstep: Class 8 contains 13105 members 
Mstep: Class 9 contains 2171 members 
Mstep: Class 10 contains 48813 members 
Mstep: Class 11 contains 14596 members 
Mstep: Class 14 contains 26091 members 
Mstep: Class 15 contains 4070 members 
Mstep: Class 16 contains 361456 members 
Mstep: Class 17 contains 84732 members 
Mstep: Class 19 contains 4257 members 
Mstep: Class 21 contains 12718 members 
Mstep: Class 22 contains 2370 members 
Mstep: Class 23 contains 174294 members 
Mstep: Class 24 contains 14169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97766280.000000 Penalty: 61207.128906
Iteration 9F: 19 clusters Score -9.776628e+07 nChanged 40715
Entering Unmasked Mstep 
Mstep: Class 0 contains 1588 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 11799 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 6 contains 18156 members 
Mstep: Class 7 contains 89335 members 
Mstep: Class 8 contains 14691 members 
Mstep: Class 9 contains 2176 members 
Mstep: Class 10 contains 46911 members 
Mstep: Class 11 contains 16366 members 
Mstep: Class 14 contains 26546 members 
Mstep: Class 15 contains 2886 members 
Mstep: Class 16 contains 358518 members 
Mstep: Class 17 contains 84268 members 
Mstep: Class 19 contains 4225 members 
Mstep: Class 21 contains 12768 members 
Mstep: Class 22 contains 2616 members 
Mstep: Class 23 contains 169260 members 
Mstep: Class 24 contains 14774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97795760.000000 Penalty: 61207.128906
Iteration 10Q: 19 clusters Score -9.779576e+07 nChanged 35268
Entering Unmasked Mstep 
Mstep: Class 0 contains 1587 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 13796 members 
Mstep: Class 3 contains 2723 members 
Mstep: Class 6 contains 16959 members 
Mstep: Class 7 contains 96652 members 
Mstep: Class 8 contains 16072 members 
Mstep: Class 9 contains 2176 members 
Mstep: Class 10 contains 44717 members 
Mstep: Class 11 contains 17887 members 
Mstep: Class 14 contains 27063 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 16 contains 355815 members 
Mstep: Class 17 contains 83304 members 
Mstep: Class 19 contains 4130 members 
Mstep: Class 21 contains 12999 members 
Mstep: Class 22 contains 2842 members 
Mstep: Class 23 contains 164199 members 
Mstep: Class 24 contains 15273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97819232.000000 Penalty: 61207.128906
Iteration 11Q: 19 clusters Score -9.781923e+07 nChanged 30990
Entering Unmasked Mstep 
Mstep: Class 0 contains 1587 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 15965 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 6 contains 16013 members 
Mstep: Class 7 contains 103652 members 
Mstep: Class 8 contains 17140 members 
Mstep: Class 9 contains 2177 members 
Mstep: Class 10 contains 42372 members 
Mstep: Class 11 contains 19110 members 
Mstep: Class 14 contains 27666 members 
Mstep: Class 15 contains 1519 members 
Mstep: Class 16 contains 353304 members 
Mstep: Class 17 contains 82079 members 
Mstep: Class 19 contains 3965 members 
Mstep: Class 21 contains 13235 members 
Mstep: Class 22 contains 3013 members 
Mstep: Class 23 contains 159378 members 
Mstep: Class 24 contains 15697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97840328.000000 Penalty: 61207.128906
Iteration 12Q: 19 clusters Score -9.784033e+07 nChanged 27654
Entering Unmasked Mstep 
Mstep: Class 0 contains 1587 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 18104 members 
Mstep: Class 3 contains 2616 members 
Mstep: Class 6 contains 15093 members 
Mstep: Class 7 contains 110461 members 
Mstep: Class 8 contains 17946 members 
Mstep: Class 9 contains 2175 members 
Mstep: Class 10 contains 39948 members 
Mstep: Class 11 contains 20069 members 
Mstep: Class 14 contains 28327 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 350819 members 
Mstep: Class 17 contains 80609 members 
Mstep: Class 19 contains 3800 members 
Mstep: Class 21 contains 13510 members 
Mstep: Class 22 contains 3114 members 
Mstep: Class 23 contains 155097 members 
Mstep: Class 24 contains 16138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97858584.000000 Penalty: 61207.128906
Iteration 13Q: 19 clusters Score -9.785858e+07 nChanged 25286
Entering Unmasked Mstep 
Mstep: Class 0 contains 1587 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 20295 members 
Mstep: Class 3 contains 2591 members 
Mstep: Class 6 contains 14184 members 
Mstep: Class 7 contains 116828 members 
Mstep: Class 8 contains 18593 members 
Mstep: Class 9 contains 2177 members 
Mstep: Class 10 contains 37444 members 
Mstep: Class 11 contains 20730 members 
Mstep: Class 14 contains 29123 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 348894 members 
Mstep: Class 17 contains 79040 members 
Mstep: Class 19 contains 3655 members 
Mstep: Class 21 contains 13757 members 
Mstep: Class 22 contains 3163 members 
Mstep: Class 23 contains 150993 members 
Mstep: Class 24 contains 16542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97873880.000000 Penalty: 61207.128906
Iteration 14Q: 19 clusters Score -9.787388e+07 nChanged 23575
Entering Unmasked Mstep 
Mstep: Class 0 contains 1587 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 22448 members 
Mstep: Class 3 contains 2565 members 
Mstep: Class 6 contains 13306 members 
Mstep: Class 7 contains 123056 members 
Mstep: Class 8 contains 19125 members 
Mstep: Class 9 contains 2182 members 
Mstep: Class 10 contains 34971 members 
Mstep: Class 11 contains 21225 members 
Mstep: Class 14 contains 29981 members 
Mstep: Class 15 contains 1432 members 
Mstep: Class 16 contains 347309 members 
Mstep: Class 17 contains 77384 members 
Mstep: Class 19 contains 3502 members 
Mstep: Class 21 contains 13995 members 
Mstep: Class 22 contains 3196 members 
Mstep: Class 23 contains 146946 members 
Mstep: Class 24 contains 16932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97885760.000000 Penalty: 61207.128906
Iteration 15Q: 19 clusters Score -9.788576e+07 nChanged 22035
Entering Unmasked Mstep 
Mstep: Class 0 contains 1587 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 24682 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 6 contains 12519 members 
Mstep: Class 7 contains 129176 members 
Mstep: Class 8 contains 19558 members 
Mstep: Class 9 contains 2183 members 
Mstep: Class 10 contains 32483 members 
Mstep: Class 11 contains 21548 members 
Mstep: Class 14 contains 30825 members 
Mstep: Class 15 contains 1442 members 
Mstep: Class 16 contains 345985 members 
Mstep: Class 17 contains 75741 members 
Mstep: Class 19 contains 3382 members 
Mstep: Class 21 contains 14232 members 
Mstep: Class 22 contains 3228 members 
Mstep: Class 23 contains 142792 members 
Mstep: Class 24 contains 17319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97896792.000000 Penalty: 61207.128906
Iteration 16Q: 19 clusters Score -9.789679e+07 nChanged 20438
Entering Unmasked Mstep 
Mstep: Class 0 contains 1587 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 27024 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 6 contains 11820 members 
Mstep: Class 7 contains 134933 members 
Mstep: Class 8 contains 19960 members 
Mstep: Class 9 contains 2183 members 
Mstep: Class 10 contains 30101 members 
Mstep: Class 11 contains 21786 members 
Mstep: Class 14 contains 31661 members 
Mstep: Class 15 contains 1458 members 
Mstep: Class 16 contains 345042 members 
Mstep: Class 17 contains 74005 members 
Mstep: Class 19 contains 3283 members 
Mstep: Class 21 contains 14432 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 138547 members 
Mstep: Class 24 contains 17695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97904144.000000 Penalty: 61207.128906
Iteration 17Q: 19 clusters Score -9.790414e+07 nChanged 18501
Entering Unmasked Mstep 
Mstep: Class 0 contains 1587 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 29448 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 6 contains 11282 members 
Mstep: Class 7 contains 140455 members 
Mstep: Class 8 contains 20315 members 
Mstep: Class 9 contains 2186 members 
Mstep: Class 10 contains 27891 members 
Mstep: Class 11 contains 21973 members 
Mstep: Class 14 contains 32275 members 
Mstep: Class 15 contains 1461 members 
Mstep: Class 16 contains 343904 members 
Mstep: Class 17 contains 72237 members 
Mstep: Class 19 contains 3210 members 
Mstep: Class 21 contains 14602 members 
Mstep: Class 22 contains 3289 members 
Mstep: Class 23 contains 134639 members 
Mstep: Class 24 contains 18018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97912336.000000 Penalty: 61207.128906
Iteration 18Q: 19 clusters Score -9.791234e+07 nChanged 16533
Entering Unmasked Mstep 
Mstep: Class 0 contains 1587 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 31794 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 6 contains 10862 members 
Mstep: Class 7 contains 145449 members 
Mstep: Class 8 contains 20594 members 
Mstep: Class 9 contains 2189 members 
Mstep: Class 10 contains 25875 members 
Mstep: Class 11 contains 22115 members 
Mstep: Class 14 contains 32649 members 
Mstep: Class 15 contains 1464 members 
Mstep: Class 16 contains 342910 members 
Mstep: Class 17 contains 70458 members 
Mstep: Class 19 contains 3172 members 
Mstep: Class 21 contains 14757 members 
Mstep: Class 22 contains 3324 members 
Mstep: Class 23 contains 131213 members 
Mstep: Class 24 contains 18329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97918712.000000 Penalty: 61207.128906
Iteration 19Q: 19 clusters Score -9.791871e+07 nChanged 14634
Entering Unmasked Mstep 
Mstep: Class 0 contains 1587 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 34061 members 
Mstep: Class 3 contains 2619 members 
Mstep: Class 6 contains 10611 members 
Mstep: Class 7 contains 149907 members 
Mstep: Class 8 contains 20873 members 
Mstep: Class 9 contains 2189 members 
Mstep: Class 10 contains 24135 members 
Mstep: Class 11 contains 22166 members 
Mstep: Class 14 contains 32737 members 
Mstep: Class 15 contains 1460 members 
Mstep: Class 16 contains 341849 members 
Mstep: Class 17 contains 68753 members 
Mstep: Class 19 contains 3153 members 
Mstep: Class 21 contains 14919 members 
Mstep: Class 22 contains 3365 members 
Mstep: Class 23 contains 128263 members 
Mstep: Class 24 contains 18623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97925640.000000 Penalty: 61207.128906
Iteration 20F: 19 clusters Score -9.792564e+07 nChanged 14332
Entering Unmasked Mstep 
Mstep: Class 0 contains 1582 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 36571 members 
Mstep: Class 3 contains 2668 members 
Mstep: Class 6 contains 10471 members 
Mstep: Class 7 contains 154217 members 
Mstep: Class 8 contains 21113 members 
Mstep: Class 9 contains 2190 members 
Mstep: Class 10 contains 22104 members 
Mstep: Class 11 contains 22202 members 
Mstep: Class 14 contains 33131 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 340511 members 
Mstep: Class 17 contains 66927 members 
Mstep: Class 19 contains 3082 members 
Mstep: Class 21 contains 15070 members 
Mstep: Class 22 contains 3401 members 
Mstep: Class 23 contains 125580 members 
Mstep: Class 24 contains 18872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97931640.000000 Penalty: 61207.128906
Iteration 21Q: 19 clusters Score -9.793164e+07 nChanged 13756
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 39137 members 
Mstep: Class 3 contains 2712 members 
Mstep: Class 6 contains 10461 members 
Mstep: Class 7 contains 157983 members 
Mstep: Class 8 contains 21318 members 
Mstep: Class 9 contains 2188 members 
Mstep: Class 10 contains 20212 members 
Mstep: Class 11 contains 22176 members 
Mstep: Class 14 contains 33073 members 
Mstep: Class 15 contains 1486 members 
Mstep: Class 16 contains 339440 members 
Mstep: Class 17 contains 65105 members 
Mstep: Class 19 contains 3029 members 
Mstep: Class 21 contains 15170 members 
Mstep: Class 22 contains 3426 members 
Mstep: Class 23 contains 123385 members 
Mstep: Class 24 contains 19179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97936248.000000 Penalty: 61207.128906
Iteration 22Q: 19 clusters Score -9.793625e+07 nChanged 13238
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 41688 members 
Mstep: Class 3 contains 2737 members 
Mstep: Class 6 contains 10503 members 
Mstep: Class 7 contains 161264 members 
Mstep: Class 8 contains 21534 members 
Mstep: Class 9 contains 2189 members 
Mstep: Class 10 contains 18467 members 
Mstep: Class 11 contains 22123 members 
Mstep: Class 14 contains 32784 members 
Mstep: Class 15 contains 1477 members 
Mstep: Class 16 contains 338492 members 
Mstep: Class 17 contains 63432 members 
Mstep: Class 19 contains 2963 members 
Mstep: Class 21 contains 15207 members 
Mstep: Class 22 contains 3447 members 
Mstep: Class 23 contains 121606 members 
Mstep: Class 24 contains 19457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97940008.000000 Penalty: 61207.128906
Iteration 23Q: 19 clusters Score -9.794001e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 44368 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 6 contains 10609 members 
Mstep: Class 7 contains 163868 members 
Mstep: Class 8 contains 21712 members 
Mstep: Class 9 contains 2192 members 
Mstep: Class 10 contains 16935 members 
Mstep: Class 11 contains 22050 members 
Mstep: Class 14 contains 32189 members 
Mstep: Class 15 contains 1468 members 
Mstep: Class 16 contains 337551 members 
Mstep: Class 17 contains 61938 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 21 contains 15203 members 
Mstep: Class 22 contains 3478 members 
Mstep: Class 23 contains 120283 members 
Mstep: Class 24 contains 19705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97944000.000000 Penalty: 61207.128906
Iteration 24Q: 19 clusters Score -9.7944e+07 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 47155 members 
Mstep: Class 3 contains 2771 members 
Mstep: Class 6 contains 10708 members 
Mstep: Class 7 contains 165763 members 
Mstep: Class 8 contains 21911 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 15641 members 
Mstep: Class 11 contains 21997 members 
Mstep: Class 14 contains 31191 members 
Mstep: Class 15 contains 1469 members 
Mstep: Class 16 contains 336972 members 
Mstep: Class 17 contains 60588 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 21 contains 15162 members 
Mstep: Class 22 contains 3510 members 
Mstep: Class 23 contains 119245 members 
Mstep: Class 24 contains 19962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97947312.000000 Penalty: 61207.128906
Iteration 25Q: 19 clusters Score -9.794731e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 49928 members 
Mstep: Class 3 contains 2771 members 
Mstep: Class 6 contains 10830 members 
Mstep: Class 7 contains 167231 members 
Mstep: Class 8 contains 22102 members 
Mstep: Class 9 contains 2195 members 
Mstep: Class 10 contains 14688 members 
Mstep: Class 11 contains 21947 members 
Mstep: Class 14 contains 29897 members 
Mstep: Class 15 contains 1472 members 
Mstep: Class 16 contains 336338 members 
Mstep: Class 17 contains 59459 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 21 contains 15082 members 
Mstep: Class 22 contains 3535 members 
Mstep: Class 23 contains 118477 members 
Mstep: Class 24 contains 20218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97950728.000000 Penalty: 61207.128906
Iteration 26Q: 19 clusters Score -9.795073e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 52759 members 
Mstep: Class 3 contains 2772 members 
Mstep: Class 6 contains 10954 members 
Mstep: Class 7 contains 168386 members 
Mstep: Class 8 contains 22285 members 
Mstep: Class 9 contains 2195 members 
Mstep: Class 10 contains 14135 members 
Mstep: Class 11 contains 21892 members 
Mstep: Class 14 contains 28320 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 335697 members 
Mstep: Class 17 contains 58476 members 
Mstep: Class 19 contains 2784 members 
Mstep: Class 21 contains 14937 members 
Mstep: Class 22 contains 3560 members 
Mstep: Class 23 contains 117845 members 
Mstep: Class 24 contains 20484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97955016.000000 Penalty: 61207.128906
Iteration 27Q: 19 clusters Score -9.795502e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 55559 members 
Mstep: Class 3 contains 2765 members 
Mstep: Class 6 contains 11075 members 
Mstep: Class 7 contains 169248 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 2195 members 
Mstep: Class 10 contains 14146 members 
Mstep: Class 11 contains 21847 members 
Mstep: Class 14 contains 26562 members 
Mstep: Class 15 contains 1469 members 
Mstep: Class 16 contains 334973 members 
Mstep: Class 17 contains 57657 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 21 contains 14669 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 117319 members 
Mstep: Class 24 contains 20748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97958272.000000 Penalty: 61207.128906
Iteration 28Q: 19 clusters Score -9.795827e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 58383 members 
Mstep: Class 3 contains 2763 members 
Mstep: Class 6 contains 11182 members 
Mstep: Class 7 contains 169705 members 
Mstep: Class 8 contains 22551 members 
Mstep: Class 9 contains 2196 members 
Mstep: Class 10 contains 14359 members 
Mstep: Class 11 contains 21775 members 
Mstep: Class 14 contains 24776 members 
Mstep: Class 15 contains 1474 members 
Mstep: Class 16 contains 334321 members 
Mstep: Class 17 contains 57008 members 
Mstep: Class 19 contains 2697 members 
Mstep: Class 21 contains 14369 members 
Mstep: Class 22 contains 3629 members 
Mstep: Class 23 contains 116896 members 
Mstep: Class 24 contains 20991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97960760.000000 Penalty: 61207.128906
Iteration 29Q: 19 clusters Score -9.796076e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 61205 members 
Mstep: Class 3 contains 2763 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 169764 members 
Mstep: Class 8 contains 22687 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 14472 members 
Mstep: Class 11 contains 21719 members 
Mstep: Class 14 contains 23124 members 
Mstep: Class 15 contains 1476 members 
Mstep: Class 16 contains 333840 members 
Mstep: Class 17 contains 56396 members 
Mstep: Class 19 contains 2669 members 
Mstep: Class 21 contains 14158 members 
Mstep: Class 22 contains 3661 members 
Mstep: Class 23 contains 116521 members 
Mstep: Class 24 contains 21195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97962544.000000 Penalty: 61207.128906
Iteration 30Q: 19 clusters Score -9.796254e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 63919 members 
Mstep: Class 3 contains 2761 members 
Mstep: Class 6 contains 11384 members 
Mstep: Class 7 contains 169725 members 
Mstep: Class 8 contains 22790 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 14569 members 
Mstep: Class 11 contains 21671 members 
Mstep: Class 14 contains 21566 members 
Mstep: Class 15 contains 1478 members 
Mstep: Class 16 contains 333340 members 
Mstep: Class 17 contains 55848 members 
Mstep: Class 19 contains 2646 members 
Mstep: Class 21 contains 13993 members 
Mstep: Class 22 contains 3703 members 
Mstep: Class 23 contains 116237 members 
Mstep: Class 24 contains 21373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97964528.000000 Penalty: 61207.128906
Iteration 31Q: 19 clusters Score -9.796453e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 66409 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 6 contains 11470 members 
Mstep: Class 7 contains 169514 members 
Mstep: Class 8 contains 22866 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 14637 members 
Mstep: Class 11 contains 21623 members 
Mstep: Class 14 contains 20292 members 
Mstep: Class 15 contains 1481 members 
Mstep: Class 16 contains 332842 members 
Mstep: Class 17 contains 55375 members 
Mstep: Class 19 contains 2621 members 
Mstep: Class 21 contains 13839 members 
Mstep: Class 22 contains 3753 members 
Mstep: Class 23 contains 116010 members 
Mstep: Class 24 contains 21518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97965832.000000 Penalty: 61207.128906
Iteration 32Q: 19 clusters Score -9.796583e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 68743 members 
Mstep: Class 3 contains 2752 members 
Mstep: Class 6 contains 11533 members 
Mstep: Class 7 contains 169199 members 
Mstep: Class 8 contains 22920 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 14708 members 
Mstep: Class 11 contains 21585 members 
Mstep: Class 14 contains 19238 members 
Mstep: Class 15 contains 1481 members 
Mstep: Class 16 contains 332334 members 
Mstep: Class 17 contains 54993 members 
Mstep: Class 19 contains 2595 members 
Mstep: Class 21 contains 13698 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 115816 members 
Mstep: Class 24 contains 21630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97966976.000000 Penalty: 61207.128906
Iteration 33Q: 19 clusters Score -9.796698e+07 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 70857 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 6 contains 11579 members 
Mstep: Class 7 contains 168769 members 
Mstep: Class 8 contains 22989 members 
Mstep: Class 9 contains 2197 members 
Mstep: Class 10 contains 14766 members 
Mstep: Class 11 contains 21539 members 
Mstep: Class 14 contains 18443 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 331890 members 
Mstep: Class 17 contains 54660 members 
Mstep: Class 19 contains 2562 members 
Mstep: Class 21 contains 13562 members 
Mstep: Class 22 contains 3827 members 
Mstep: Class 23 contains 115627 members 
Mstep: Class 24 contains 21712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97968640.000000 Penalty: 61207.128906
Iteration 34Q: 19 clusters Score -9.796864e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 72748 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 6 contains 11614 members 
Mstep: Class 7 contains 168258 members 
Mstep: Class 8 contains 23036 members 
Mstep: Class 9 contains 2197 members 
Mstep: Class 10 contains 14823 members 
Mstep: Class 11 contains 21483 members 
Mstep: Class 14 contains 17943 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 331446 members 
Mstep: Class 17 contains 54389 members 
Mstep: Class 19 contains 2531 members 
Mstep: Class 21 contains 13443 members 
Mstep: Class 22 contains 3856 members 
Mstep: Class 23 contains 115435 members 
Mstep: Class 24 contains 21770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97969936.000000 Penalty: 61207.128906
Iteration 35Q: 19 clusters Score -9.796994e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 74446 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 6 contains 11641 members 
Mstep: Class 7 contains 167737 members 
Mstep: Class 8 contains 23071 members 
Mstep: Class 9 contains 2197 members 
Mstep: Class 10 contains 14836 members 
Mstep: Class 11 contains 21439 members 
Mstep: Class 14 contains 17577 members 
Mstep: Class 15 contains 1482 members 
Mstep: Class 16 contains 331034 members 
Mstep: Class 17 contains 54170 members 
Mstep: Class 19 contains 2489 members 
Mstep: Class 21 contains 13329 members 
Mstep: Class 22 contains 3885 members 
Mstep: Class 23 contains 115265 members 
Mstep: Class 24 contains 21819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97970752.000000 Penalty: 61207.128906
Iteration 36Q: 19 clusters Score -9.797075e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 75979 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 6 contains 11669 members 
Mstep: Class 7 contains 167216 members 
Mstep: Class 8 contains 23124 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 14828 members 
Mstep: Class 11 contains 21389 members 
Mstep: Class 14 contains 17278 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 330703 members 
Mstep: Class 17 contains 53951 members 
Mstep: Class 19 contains 2461 members 
Mstep: Class 21 contains 13216 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 115090 members 
Mstep: Class 24 contains 21870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97971632.000000 Penalty: 61207.128906
Iteration 37Q: 19 clusters Score -9.797163e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 77395 members 
Mstep: Class 3 contains 2753 members 
Mstep: Class 6 contains 11683 members 
Mstep: Class 7 contains 166637 members 
Mstep: Class 8 contains 23175 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 14820 members 
Mstep: Class 11 contains 21343 members 
Mstep: Class 14 contains 17073 members 
Mstep: Class 15 contains 1486 members 
Mstep: Class 16 contains 330374 members 
Mstep: Class 17 contains 53752 members 
Mstep: Class 19 contains 2433 members 
Mstep: Class 21 contains 13138 members 
Mstep: Class 22 contains 3928 members 
Mstep: Class 23 contains 114959 members 
Mstep: Class 24 contains 21915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3386.437988 but Gain 3400.398438
Score: -97972656.000000 Penalty: 57806.730469
Iteration 38Q: 18 clusters Score -9.797266e+07 nChanged 4847
Entering ConstructFrom: 
Score: -97972656.000000 Penalty: 57806.730469
Entering ConstructFrom: 
Trying to split cluster 1 (20400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Entering Unmasked Estep 
Score: -2240172.750000 Penalty: 2460.976074
	Iteration 0F: 2 clusters Score -2240173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2225837.500000 Penalty: 4921.952148
	Iteration 0F: 3 clusters Score -2225838 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2230622.750000 Penalty: 4921.952148
	Iteration 1F: 3 clusters Score -2230623 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2230972.750000 Penalty: 4921.952148
	Iteration 2F: 3 clusters Score -2230973 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2231234.750000 Penalty: 4921.952148
	Iteration 3Q: 3 clusters Score -2231235 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2231471.000000 Penalty: 4921.952148
	Iteration 4Q: 3 clusters Score -2231471 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2231689.750000 Penalty: 4921.952148
	Iteration 5Q: 3 clusters Score -2231690 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2231911.250000 Penalty: 4921.952148
	Iteration 6Q: 3 clusters Score -2231911 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2232157.000000 Penalty: 4921.952148
	Iteration 7Q: 3 clusters Score -2232157 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2232445.000000 Penalty: 4921.952148
	Iteration 8Q: 3 clusters Score -2232445 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2232857.250000 Penalty: 4921.952148
	Iteration 9Q: 3 clusters Score -2232857 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2233375.750000 Penalty: 4921.952148
	Iteration 10Q: 3 clusters Score -2233376 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2233983.250000 Penalty: 4921.952148
	Iteration 11Q: 3 clusters Score -2233983 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2234603.500000 Penalty: 4921.952148
	Iteration 12Q: 3 clusters Score -2234604 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2235116.750000 Penalty: 4921.952148
	Iteration 13Q: 3 clusters Score -2235117 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2235443.250000 Penalty: 4921.952148
	Iteration 14Q: 3 clusters Score -2235443 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2235627.750000 Penalty: 4921.952148
	Iteration 15Q: 3 clusters Score -2235628 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2235725.750000 Penalty: 4921.952148
	Iteration 16Q: 3 clusters Score -2235726 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2235793.500000 Penalty: 4921.952148
	Iteration 17Q: 3 clusters Score -2235794 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2235843.500000 Penalty: 4921.952148
	Iteration 18Q: 3 clusters Score -2235844 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2235915.000000 Penalty: 4921.952148
	Iteration 19Q: 3 clusters Score -2235915 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2235979.750000 Penalty: 4921.952148
	Iteration 20F: 3 clusters Score -2235980 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -2236064.750000 Penalty: 4921.952148
	Iteration 21Q: 3 clusters Score -2236065 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2236163.750000 Penalty: 4921.952148
	Iteration 22Q: 3 clusters Score -2236164 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2236282.500000 Penalty: 4921.952148
	Iteration 23Q: 3 clusters Score -2236282 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2236391.750000 Penalty: 4921.952148
	Iteration 24Q: 3 clusters Score -2236392 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2236511.750000 Penalty: 4921.952148
	Iteration 25Q: 3 clusters Score -2236512 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2236623.750000 Penalty: 4921.952148
	Iteration 26Q: 3 clusters Score -2236624 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2236727.250000 Penalty: 4921.952148
	Iteration 27Q: 3 clusters Score -2236727 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -2236826.250000 Penalty: 4921.952148
	Iteration 28Q: 3 clusters Score -2236826 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2236924.000000 Penalty: 4921.952148
	Iteration 29Q: 3 clusters Score -2236924 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2237002.750000 Penalty: 4921.952148
	Iteration 30Q: 3 clusters Score -2237003 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2237077.750000 Penalty: 4921.952148
	Iteration 31Q: 3 clusters Score -2237078 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2237154.250000 Penalty: 4921.952148
	Iteration 32Q: 3 clusters Score -2237154 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -2237230.500000 Penalty: 4921.952148
	Iteration 33Q: 3 clusters Score -2237230 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -2237275.750000 Penalty: 4921.952148
	Iteration 34Q: 3 clusters Score -2237276 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2237323.250000 Penalty: 4921.952148
	Iteration 35Q: 3 clusters Score -2237323 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -2237375.000000 Penalty: 4921.952148
	Iteration 36Q: 3 clusters Score -2237375 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2237423.250000 Penalty: 4921.952148
	Iteration 37Q: 3 clusters Score -2237423 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2237464.250000 Penalty: 4921.952148
	Iteration 38Q: 3 clusters Score -2237464 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2237493.500000 Penalty: 4921.952148
	Iteration 39Q: 3 clusters Score -2237494 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2237517.750000 Penalty: 4921.952148
	Iteration 40F: 3 clusters Score -2237518 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2237551.750000 Penalty: 4921.952148
	Iteration 41Q: 3 clusters Score -2237552 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2237569.000000 Penalty: 4921.952148
	Iteration 42Q: 3 clusters Score -2237569 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2237591.250000 Penalty: 4921.952148
	Iteration 43Q: 3 clusters Score -2237591 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2237607.000000 Penalty: 4921.952148
	Iteration 44Q: 3 clusters Score -2237607 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2237618.750000 Penalty: 4921.952148
	Iteration 45Q: 3 clusters Score -2237619 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2237630.250000 Penalty: 4921.952148
	Iteration 46Q: 3 clusters Score -2237630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2237662.250000 Penalty: 4921.952148
	Iteration 47Q: 3 clusters Score -2237662 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2237679.500000 Penalty: 4921.952148
	Iteration 48Q: 3 clusters Score -2237680 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2237700.250000 Penalty: 4921.952148
	Iteration 49Q: 3 clusters Score -2237700 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2237704.750000 Penalty: 4921.952148
	Iteration 50Q: 3 clusters Score -2237705 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2237723.500000 Penalty: 4921.952148
	Iteration 51Q: 3 clusters Score -2237724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2237736.750000 Penalty: 4921.952148
	Iteration 52Q: 3 clusters Score -2237737 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2237740.250000 Penalty: 4921.952148
	Iteration 53Q: 3 clusters Score -2237740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -2237744.750000 Penalty: 4921.952148
	Iteration 54Q: 3 clusters Score -2237745 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -2237760.250000 Penalty: 4921.952148
	Iteration 55Q: 3 clusters Score -2237760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2237772.500000 Penalty: 4921.952148
	Iteration 56Q: 3 clusters Score -2237772 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2237785.750000 Penalty: 4921.952148
	Iteration 57Q: 3 clusters Score -2237786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2237791.500000 Penalty: 4921.952148
	Iteration 58Q: 3 clusters Score -2237792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2237807.250000 Penalty: 4921.952148
	Iteration 59Q: 3 clusters Score -2237807 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2237819.250000 Penalty: 4921.952148
	Iteration 60F: 3 clusters Score -2237819 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2237815.500000 Penalty: 4921.952148
	Iteration 61Q: 3 clusters Score -2237816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -2237827.250000 Penalty: 4921.952148
	Iteration 62Q: 3 clusters Score -2237827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2237838.750000 Penalty: 4921.952148
	Iteration 63Q: 3 clusters Score -2237839 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2237846.750000 Penalty: 4921.952148
	Iteration 64Q: 3 clusters Score -2237847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2237849.750000 Penalty: 4921.952148
	Iteration 65Q: 3 clusters Score -2237850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2237861.750000 Penalty: 4921.952148
	Iteration 66Q: 3 clusters Score -2237862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2237860.000000 Penalty: 4921.952148
	Iteration 67Q: 3 clusters Score -2237860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2237866.000000 Penalty: 4921.952148
	Iteration 68Q: 3 clusters Score -2237866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2237863.250000 Penalty: 4921.952148
	Iteration 69Q: 3 clusters Score -2237863 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2237872.250000 Penalty: 4921.952148
	Iteration 70Q: 3 clusters Score -2237872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2237875.250000 Penalty: 4921.952148
	Iteration 71Q: 3 clusters Score -2237875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2237883.000000 Penalty: 4921.952148
	Iteration 72Q: 3 clusters Score -2237883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -2237887.250000 Penalty: 4921.952148
	Iteration 73Q: 3 clusters Score -2237887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2237890.500000 Penalty: 4921.952148
	Iteration 74Q: 3 clusters Score -2237890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2237895.250000 Penalty: 4921.952148
	Iteration 75Q: 3 clusters Score -2237895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2237902.250000 Penalty: 4921.952148
	Iteration 76Q: 3 clusters Score -2237902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2237903.750000 Penalty: 4921.952148
	Iteration 77Q: 3 clusters Score -2237904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2237918.250000 Penalty: 4921.952148
	Iteration 78Q: 3 clusters Score -2237918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -2237920.500000 Penalty: 4921.952148
	Iteration 79Q: 3 clusters Score -2237920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2237933.250000 Penalty: 4921.952148
	Iteration 80F: 3 clusters Score -2237933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2237938.750000 Penalty: 4921.952148
	Iteration 81Q: 3 clusters Score -2237939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -2237945.250000 Penalty: 4921.952148
	Iteration 82Q: 3 clusters Score -2237945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2237946.250000 Penalty: 4921.952148
	Iteration 83Q: 3 clusters Score -2237946 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2237953.500000 Penalty: 4921.952148
	Iteration 84Q: 3 clusters Score -2237954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2237958.000000 Penalty: 4921.952148
	Iteration 85Q: 3 clusters Score -2237958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2237969.750000 Penalty: 4921.952148
	Iteration 86Q: 3 clusters Score -2237970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2237969.000000 Penalty: 4921.952148
	Iteration 87Q: 3 clusters Score -2237969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2237975.250000 Penalty: 4921.952148
	Iteration 88Q: 3 clusters Score -2237975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2237977.500000 Penalty: 4921.952148
	Iteration 89Q: 3 clusters Score -2237978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2237979.750000 Penalty: 4921.952148
	Iteration 90Q: 3 clusters Score -2237980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2237984.000000 Penalty: 4921.952148
	Iteration 91Q: 3 clusters Score -2237984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2237988.000000 Penalty: 4921.952148
	Iteration 92Q: 3 clusters Score -2237988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2237990.000000 Penalty: 4921.952148
	Iteration 93Q: 3 clusters Score -2237990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2237999.250000 Penalty: 4921.952148
	Iteration 94Q: 3 clusters Score -2237999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2238006.750000 Penalty: 4921.952148
	Iteration 95Q: 3 clusters Score -2238007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2238010.000000 Penalty: 4921.952148
	Iteration 96Q: 3 clusters Score -2238010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2238011.000000 Penalty: 4921.952148
	Iteration 97Q: 3 clusters Score -2238011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2238018.500000 Penalty: 4921.952148
	Iteration 98Q: 3 clusters Score -2238018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2238024.000000 Penalty: 4921.952148
	Iteration 99Q: 3 clusters Score -2238024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2238022.500000 Penalty: 4921.952148
	Iteration 100F: 3 clusters Score -2238022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2238027.250000 Penalty: 4921.952148
	Iteration 101Q: 3 clusters Score -2238027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2238021.000000 Penalty: 4921.952148
	Iteration 102Q: 3 clusters Score -2238021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2238024.000000 Penalty: 4921.952148
	Iteration 103Q: 3 clusters Score -2238024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2238024.500000 Penalty: 4921.952148
	Iteration 104Q: 3 clusters Score -2238024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2238025.250000 Penalty: 4921.952148
	Iteration 105Q: 3 clusters Score -2238025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2238024.750000 Penalty: 4921.952148
	Iteration 106Q: 3 clusters Score -2238025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2238023.750000 Penalty: 4921.952148
	Iteration 107Q: 3 clusters Score -2238024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2238023.750000 Penalty: 4921.952148
	Iteration 108F: 3 clusters Score -2238024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (78937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78937 members 
Entering Unmasked Estep 
Score: -8864487.000000 Penalty: 2796.548584
	Iteration 0F: 2 clusters Score -8864487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -8811802.000000 Penalty: 5593.097168
	Iteration 0F: 3 clusters Score -8811802 nChanged 36878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -8832744.000000 Penalty: 5593.097168
	Iteration 1F: 3 clusters Score -8832744 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -8833678.000000 Penalty: 5593.097168
	Iteration 2Q: 3 clusters Score -8833678 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -8834828.000000 Penalty: 5593.097168
	Iteration 3Q: 3 clusters Score -8834828 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -8836592.000000 Penalty: 5593.097168
	Iteration 4Q: 3 clusters Score -8836592 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49661 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -8839190.000000 Penalty: 5593.097168
	Iteration 5F: 3 clusters Score -8839190 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -8842582.000000 Penalty: 5593.097168
	Iteration 6F: 3 clusters Score -8842582 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -8846307.000000 Penalty: 5593.097168
	Iteration 7F: 3 clusters Score -8846307 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -8849878.000000 Penalty: 5593.097168
	Iteration 8F: 3 clusters Score -8849878 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63995 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -8852871.000000 Penalty: 5593.097168
	Iteration 9F: 3 clusters Score -8852871 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -8855174.000000 Penalty: 5593.097168
	Iteration 10Q: 3 clusters Score -8855174 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68852 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -8856914.000000 Penalty: 5593.097168
	Iteration 11Q: 3 clusters Score -8856914 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70428 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -8858175.000000 Penalty: 5593.097168
	Iteration 12Q: 3 clusters Score -8858175 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71605 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -8859099.000000 Penalty: 5593.097168
	Iteration 13Q: 3 clusters Score -8859099 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72528 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -8859915.000000 Penalty: 5593.097168
	Iteration 14Q: 3 clusters Score -8859915 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -8860542.000000 Penalty: 5593.097168
	Iteration 15Q: 3 clusters Score -8860542 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73664 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -8861082.000000 Penalty: 5593.097168
	Iteration 16Q: 3 clusters Score -8861082 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -8861389.000000 Penalty: 5593.097168
	Iteration 17Q: 3 clusters Score -8861389 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74231 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -8861704.000000 Penalty: 5593.097168
	Iteration 18Q: 3 clusters Score -8861704 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74404 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -8861831.000000 Penalty: 5593.097168
	Iteration 19Q: 3 clusters Score -8861831 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74528 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -8861961.000000 Penalty: 5593.097168
	Iteration 20F: 3 clusters Score -8861961 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74602 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -8862017.000000 Penalty: 5593.097168
	Iteration 21Q: 3 clusters Score -8862017 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74640 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -8862054.000000 Penalty: 5593.097168
	Iteration 22Q: 3 clusters Score -8862054 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74674 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -8862089.000000 Penalty: 5593.097168
	Iteration 23Q: 3 clusters Score -8862089 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74707 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -8862117.000000 Penalty: 5593.097168
	Iteration 24Q: 3 clusters Score -8862117 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -8862128.000000 Penalty: 5593.097168
	Iteration 25Q: 3 clusters Score -8862128 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -8862151.000000 Penalty: 5593.097168
	Iteration 26Q: 3 clusters Score -8862151 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74780 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -8862154.000000 Penalty: 5593.097168
	Iteration 27Q: 3 clusters Score -8862154 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -8862161.000000 Penalty: 5593.097168
	Iteration 28Q: 3 clusters Score -8862161 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -8862175.000000 Penalty: 5593.097168
	Iteration 29Q: 3 clusters Score -8862175 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74847 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -8862173.000000 Penalty: 5593.097168
	Iteration 30Q: 3 clusters Score -8862173 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -8862215.000000 Penalty: 5593.097168
	Iteration 31Q: 3 clusters Score -8862215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -8862227.000000 Penalty: 5593.097168
	Iteration 32Q: 3 clusters Score -8862227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -8862230.000000 Penalty: 5593.097168
	Iteration 33Q: 3 clusters Score -8862230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -8862227.000000 Penalty: 5593.097168
	Iteration 34Q: 3 clusters Score -8862227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74882 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -8862230.000000 Penalty: 5593.097168
	Iteration 35Q: 3 clusters Score -8862230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -8862232.000000 Penalty: 5593.097168
	Iteration 36Q: 3 clusters Score -8862232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -8862233.000000 Penalty: 5593.097168
	Iteration 37Q: 3 clusters Score -8862233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74874 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -8862242.000000 Penalty: 5593.097168
	Iteration 38Q: 3 clusters Score -8862242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74878 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -8862239.000000 Penalty: 5593.097168
	Iteration 39Q: 3 clusters Score -8862239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -8862245.000000 Penalty: 5593.097168
	Iteration 40F: 3 clusters Score -8862245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -8862252.000000 Penalty: 5593.097168
	Iteration 41Q: 3 clusters Score -8862252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -8862259.000000 Penalty: 5593.097168
	Iteration 42Q: 3 clusters Score -8862259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -8862250.000000 Penalty: 5593.097168
	Iteration 43Q: 3 clusters Score -8862250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -8862254.000000 Penalty: 5593.097168
	Iteration 44Q: 3 clusters Score -8862254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -8862266.000000 Penalty: 5593.097168
	Iteration 45Q: 3 clusters Score -8862266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -8862258.000000 Penalty: 5593.097168
	Iteration 46Q: 3 clusters Score -8862258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74883 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -8862257.000000 Penalty: 5593.097168
	Iteration 47Q: 3 clusters Score -8862257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -8862262.000000 Penalty: 5593.097168
	Iteration 48Q: 3 clusters Score -8862262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -8862260.000000 Penalty: 5593.097168
	Iteration 49Q: 3 clusters Score -8862260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -8862266.000000 Penalty: 5593.097168
	Iteration 50Q: 3 clusters Score -8862266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74915 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -8862272.000000 Penalty: 5593.097168
	Iteration 51Q: 3 clusters Score -8862272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74925 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -8862271.000000 Penalty: 5593.097168
	Iteration 52Q: 3 clusters Score -8862271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74930 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -8862274.000000 Penalty: 5593.097168
	Iteration 53Q: 3 clusters Score -8862274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -8862276.000000 Penalty: 5593.097168
	Iteration 54Q: 3 clusters Score -8862276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -8862270.000000 Penalty: 5593.097168
	Iteration 55Q: 3 clusters Score -8862270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -8862275.000000 Penalty: 5593.097168
	Iteration 56Q: 3 clusters Score -8862275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74926 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -8862280.000000 Penalty: 5593.097168
	Iteration 57Q: 3 clusters Score -8862280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -8862284.000000 Penalty: 5593.097168
	Iteration 58Q: 3 clusters Score -8862284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -8862286.000000 Penalty: 5593.097168
	Iteration 59Q: 3 clusters Score -8862286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74925 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -8862288.000000 Penalty: 5593.097168
	Iteration 60F: 3 clusters Score -8862288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -8862284.000000 Penalty: 5593.097168
	Iteration 61Q: 3 clusters Score -8862284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74924 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -8862289.000000 Penalty: 5593.097168
	Iteration 62Q: 3 clusters Score -8862289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74927 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -8862280.000000 Penalty: 5593.097168
	Iteration 63Q: 3 clusters Score -8862280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74935 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -8862282.000000 Penalty: 5593.097168
	Iteration 64Q: 3 clusters Score -8862282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74937 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -8862282.000000 Penalty: 5593.097168
	Iteration 65Q: 3 clusters Score -8862282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -8862288.000000 Penalty: 5593.097168
	Iteration 66Q: 3 clusters Score -8862288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74945 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -8862288.000000 Penalty: 5593.097168
	Iteration 67Q: 3 clusters Score -8862288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74950 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -8862305.000000 Penalty: 5593.097168
	Iteration 68Q: 3 clusters Score -8862305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -8862303.000000 Penalty: 5593.097168
	Iteration 69Q: 3 clusters Score -8862303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74953 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -8862307.000000 Penalty: 5593.097168
	Iteration 70Q: 3 clusters Score -8862307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -8862293.000000 Penalty: 5593.097168
	Iteration 71Q: 3 clusters Score -8862293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -8862286.000000 Penalty: 5593.097168
	Iteration 72Q: 3 clusters Score -8862286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -8862290.000000 Penalty: 5593.097168
	Iteration 73Q: 3 clusters Score -8862290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74952 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -8862290.000000 Penalty: 5593.097168
	Iteration 74F: 3 clusters Score -8862290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Entering Unmasked Estep 
Score: -306105.937500 Penalty: 1966.423340
	Iteration 0F: 2 clusters Score -306105.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -303005.281250 Penalty: 3932.846680
	Iteration 0F: 3 clusters Score -303005.3 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -303634.687500 Penalty: 3932.846680
	Iteration 1F: 3 clusters Score -303634.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -303766.156250 Penalty: 3932.846680
	Iteration 2F: 3 clusters Score -303766.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -303844.781250 Penalty: 3932.846680
	Iteration 3Q: 3 clusters Score -303844.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -303892.875000 Penalty: 3932.846680
	Iteration 4Q: 3 clusters Score -303892.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -303921.500000 Penalty: 3932.846680
	Iteration 5Q: 3 clusters Score -303921.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -303943.500000 Penalty: 3932.846680
	Iteration 6Q: 3 clusters Score -303943.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -303959.312500 Penalty: 3932.846680
	Iteration 7Q: 3 clusters Score -303959.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -303970.312500 Penalty: 3932.846680
	Iteration 8Q: 3 clusters Score -303970.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -303977.875000 Penalty: 3932.846680
	Iteration 9Q: 3 clusters Score -303977.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -303989.125000 Penalty: 3932.846680
	Iteration 10Q: 3 clusters Score -303989.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -303998.031250 Penalty: 3932.846680
	Iteration 11Q: 3 clusters Score -303998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -304004.906250 Penalty: 3932.846680
	Iteration 12Q: 3 clusters Score -304004.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -304008.593750 Penalty: 3932.846680
	Iteration 13Q: 3 clusters Score -304008.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -304013.437500 Penalty: 3932.846680
	Iteration 14Q: 3 clusters Score -304013.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -304017.406250 Penalty: 3932.846680
	Iteration 15Q: 3 clusters Score -304017.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -304019.656250 Penalty: 3932.846680
	Iteration 16Q: 3 clusters Score -304019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -304020.125000 Penalty: 3932.846680
	Iteration 17Q: 3 clusters Score -304020.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -304019.968750 Penalty: 3932.846680
	Iteration 18Q: 3 clusters Score -304020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -304020.625000 Penalty: 3932.846680
	Iteration 19Q: 3 clusters Score -304020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -304020.625000 Penalty: 3932.846680
	Iteration 20F: 3 clusters Score -304020.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Entering Unmasked Estep 
Score: -1341164.875000 Penalty: 2323.334473
	Iteration 0F: 2 clusters Score -1341165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1332353.625000 Penalty: 4646.668945
	Iteration 0F: 3 clusters Score -1332354 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1335040.375000 Penalty: 4646.668945
	Iteration 1F: 3 clusters Score -1335040 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1335462.625000 Penalty: 4646.668945
	Iteration 2F: 3 clusters Score -1335463 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1335914.500000 Penalty: 4646.668945
	Iteration 3F: 3 clusters Score -1335914 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1336498.000000 Penalty: 4646.668945
	Iteration 4F: 3 clusters Score -1336498 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1337094.000000 Penalty: 4646.668945
	Iteration 5F: 3 clusters Score -1337094 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1337724.500000 Penalty: 4646.668945
	Iteration 6F: 3 clusters Score -1337724 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1338350.625000 Penalty: 4646.668945
	Iteration 7F: 3 clusters Score -1338351 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1338926.875000 Penalty: 4646.668945
	Iteration 8F: 3 clusters Score -1338927 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1339380.625000 Penalty: 4646.668945
	Iteration 9F: 3 clusters Score -1339381 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1339646.375000 Penalty: 4646.668945
	Iteration 10Q: 3 clusters Score -1339646 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1339767.750000 Penalty: 4646.668945
	Iteration 11Q: 3 clusters Score -1339768 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1339841.875000 Penalty: 4646.668945
	Iteration 12Q: 3 clusters Score -1339842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1339876.375000 Penalty: 4646.668945
	Iteration 13Q: 3 clusters Score -1339876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1339902.250000 Penalty: 4646.668945
	Iteration 14Q: 3 clusters Score -1339902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1339921.875000 Penalty: 4646.668945
	Iteration 15Q: 3 clusters Score -1339922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1339938.750000 Penalty: 4646.668945
	Iteration 16Q: 3 clusters Score -1339939 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1339950.250000 Penalty: 4646.668945
	Iteration 17Q: 3 clusters Score -1339950 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1339964.375000 Penalty: 4646.668945
	Iteration 18Q: 3 clusters Score -1339964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1339973.875000 Penalty: 4646.668945
	Iteration 19Q: 3 clusters Score -1339974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1339980.500000 Penalty: 4646.668945
	Iteration 20F: 3 clusters Score -1339980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1339985.500000 Penalty: 4646.668945
	Iteration 21Q: 3 clusters Score -1339986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1339989.500000 Penalty: 4646.668945
	Iteration 22Q: 3 clusters Score -1339990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1339992.000000 Penalty: 4646.668945
	Iteration 23Q: 3 clusters Score -1339992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1339993.750000 Penalty: 4646.668945
	Iteration 24Q: 3 clusters Score -1339994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1339992.000000 Penalty: 4646.668945
	Iteration 25Q: 3 clusters Score -1339992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1339994.375000 Penalty: 4646.668945
	Iteration 26Q: 3 clusters Score -1339994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1339995.375000 Penalty: 4646.668945
	Iteration 27Q: 3 clusters Score -1339995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1339997.375000 Penalty: 4646.668945
	Iteration 28Q: 3 clusters Score -1339997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1339999.000000 Penalty: 4646.668945
	Iteration 29Q: 3 clusters Score -1339999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1340001.500000 Penalty: 4646.668945
	Iteration 30Q: 3 clusters Score -1340002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1340001.750000 Penalty: 4646.668945
	Iteration 31Q: 3 clusters Score -1340002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1340004.000000 Penalty: 4646.668945
	Iteration 32Q: 3 clusters Score -1340004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1340008.375000 Penalty: 4646.668945
	Iteration 33Q: 3 clusters Score -1340008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1340009.125000 Penalty: 4646.668945
	Iteration 34Q: 3 clusters Score -1340009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1340009.000000 Penalty: 4646.668945
	Iteration 35Q: 3 clusters Score -1340009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1340008.125000 Penalty: 4646.668945
	Iteration 36Q: 3 clusters Score -1340008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1340008.500000 Penalty: 4646.668945
	Iteration 37Q: 3 clusters Score -1340008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1340008.500000 Penalty: 4646.668945
	Iteration 38F: 3 clusters Score -1340008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (166258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166258 members 
Entering Unmasked Estep 
Score: -18602624.000000 Penalty: 2981.281494
	Iteration 0F: 2 clusters Score -1.860262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82989 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -18493648.000000 Penalty: 5962.562988
	Iteration 0F: 3 clusters Score -1.849365e+07 nChanged 79604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79103 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -18539876.000000 Penalty: 5962.562988
	Iteration 1F: 3 clusters Score -1.853988e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76551 members 
Mstep: Class 2 contains 89707 members 
Entering Unmasked Estep 
Score: -18541566.000000 Penalty: 5962.562988
	Iteration 2Q: 3 clusters Score -1.854157e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 93658 members 
Entering Unmasked Estep 
Score: -18544038.000000 Penalty: 5962.562988
	Iteration 3Q: 3 clusters Score -1.854404e+07 nChanged 8359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 99675 members 
Entering Unmasked Estep 
Score: -18547752.000000 Penalty: 5962.562988
	Iteration 4F: 3 clusters Score -1.854775e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 107988 members 
Entering Unmasked Estep 
Score: -18553628.000000 Penalty: 5962.562988
	Iteration 5F: 3 clusters Score -1.855363e+07 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 118334 members 
Entering Unmasked Estep 
Score: -18561634.000000 Penalty: 5962.562988
	Iteration 6F: 3 clusters Score -1.856163e+07 nChanged 12630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 130062 members 
Entering Unmasked Estep 
Score: -18571810.000000 Penalty: 5962.562988
	Iteration 7F: 3 clusters Score -1.857181e+07 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 141573 members 
Entering Unmasked Estep 
Score: -18582214.000000 Penalty: 5962.562988
	Iteration 8F: 3 clusters Score -1.858221e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 150944 members 
Entering Unmasked Estep 
Score: -18590544.000000 Penalty: 5962.562988
	Iteration 9F: 3 clusters Score -1.859054e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 157501 members 
Entering Unmasked Estep 
Score: -18595254.000000 Penalty: 5962.562988
	Iteration 10Q: 3 clusters Score -1.859525e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 161446 members 
Entering Unmasked Estep 
Score: -18598030.000000 Penalty: 5962.562988
	Iteration 11Q: 3 clusters Score -1.859803e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 163508 members 
Entering Unmasked Estep 
Score: -18599272.000000 Penalty: 5962.562988
	Iteration 12Q: 3 clusters Score -1.859927e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 164481 members 
Entering Unmasked Estep 
Score: -18599820.000000 Penalty: 5962.562988
	Iteration 13Q: 3 clusters Score -1.859982e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 164955 members 
Entering Unmasked Estep 
Score: -18600098.000000 Penalty: 5962.562988
	Iteration 14Q: 3 clusters Score -1.86001e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 165170 members 
Entering Unmasked Estep 
Score: -18600240.000000 Penalty: 5962.562988
	Iteration 15Q: 3 clusters Score -1.860024e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 165281 members 
Entering Unmasked Estep 
Score: -18600274.000000 Penalty: 5962.562988
	Iteration 16Q: 3 clusters Score -1.860027e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 165358 members 
Entering Unmasked Estep 
Score: -18600334.000000 Penalty: 5962.562988
	Iteration 17Q: 3 clusters Score -1.860033e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 165398 members 
Entering Unmasked Estep 
Score: -18600356.000000 Penalty: 5962.562988
	Iteration 18Q: 3 clusters Score -1.860036e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 165426 members 
Entering Unmasked Estep 
Score: -18600398.000000 Penalty: 5962.562988
	Iteration 19Q: 3 clusters Score -1.86004e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 165448 members 
Entering Unmasked Estep 
Score: -18600384.000000 Penalty: 5962.562988
	Iteration 20F: 3 clusters Score -1.860038e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 165473 members 
Entering Unmasked Estep 
Score: -18600398.000000 Penalty: 5962.562988
	Iteration 21Q: 3 clusters Score -1.86004e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 165486 members 
Entering Unmasked Estep 
Score: -18600408.000000 Penalty: 5962.562988
	Iteration 22Q: 3 clusters Score -1.860041e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 165494 members 
Entering Unmasked Estep 
Score: -18600444.000000 Penalty: 5962.562988
	Iteration 23Q: 3 clusters Score -1.860044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 165502 members 
Entering Unmasked Estep 
Score: -18600442.000000 Penalty: 5962.562988
	Iteration 24Q: 3 clusters Score -1.860044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 165509 members 
Entering Unmasked Estep 
Score: -18600450.000000 Penalty: 5962.562988
	Iteration 25Q: 3 clusters Score -1.860045e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 165525 members 
Entering Unmasked Estep 
Score: -18600448.000000 Penalty: 5962.562988
	Iteration 26Q: 3 clusters Score -1.860045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 165532 members 
Entering Unmasked Estep 
Score: -18600438.000000 Penalty: 5962.562988
	Iteration 27Q: 3 clusters Score -1.860044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 165540 members 
Entering Unmasked Estep 
Score: -18600454.000000 Penalty: 5962.562988
	Iteration 28Q: 3 clusters Score -1.860045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 165545 members 
Entering Unmasked Estep 
Score: -18600464.000000 Penalty: 5962.562988
	Iteration 29Q: 3 clusters Score -1.860046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 165548 members 
Entering Unmasked Estep 
Score: -18600466.000000 Penalty: 5962.562988
	Iteration 30Q: 3 clusters Score -1.860047e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 165552 members 
Entering Unmasked Estep 
Score: -18600472.000000 Penalty: 5962.562988
	Iteration 31Q: 3 clusters Score -1.860047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 165557 members 
Entering Unmasked Estep 
Score: -18600472.000000 Penalty: 5962.562988
	Iteration 32Q: 3 clusters Score -1.860047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 165558 members 
Entering Unmasked Estep 
Score: -18600486.000000 Penalty: 5962.562988
	Iteration 33Q: 3 clusters Score -1.860049e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 165560 members 
Entering Unmasked Estep 
Score: -18600482.000000 Penalty: 5962.562988
	Iteration 34Q: 3 clusters Score -1.860048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 165560 members 
Entering Unmasked Estep 
Score: -18600490.000000 Penalty: 5962.562988
	Iteration 35Q: 3 clusters Score -1.860049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 165562 members 
Entering Unmasked Estep 
Score: -18600484.000000 Penalty: 5962.562988
	Iteration 36Q: 3 clusters Score -1.860048e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 165563 members 
Entering Unmasked Estep 
Score: -18600488.000000 Penalty: 5962.562988
	Iteration 37Q: 3 clusters Score -1.860049e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 165564 members 
Entering Unmasked Estep 
Score: -18600502.000000 Penalty: 5962.562988
	Iteration 38Q: 3 clusters Score -1.86005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 165567 members 
Entering Unmasked Estep 
Score: -18600504.000000 Penalty: 5962.562988
	Iteration 39Q: 3 clusters Score -1.86005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 165570 members 
Entering Unmasked Estep 
Score: -18600500.000000 Penalty: 5962.562988
	Iteration 40F: 3 clusters Score -1.86005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 165574 members 
Entering Unmasked Estep 
Score: -18600508.000000 Penalty: 5962.562988
	Iteration 41Q: 3 clusters Score -1.860051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 165577 members 
Entering Unmasked Estep 
Score: -18600498.000000 Penalty: 5962.562988
	Iteration 42Q: 3 clusters Score -1.86005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 165579 members 
Entering Unmasked Estep 
Score: -18600506.000000 Penalty: 5962.562988
	Iteration 43Q: 3 clusters Score -1.860051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 165580 members 
Entering Unmasked Estep 
Score: -18600518.000000 Penalty: 5962.562988
	Iteration 44Q: 3 clusters Score -1.860052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 165581 members 
Entering Unmasked Estep 
Score: -18600516.000000 Penalty: 5962.562988
	Iteration 45Q: 3 clusters Score -1.860052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 165582 members 
Entering Unmasked Estep 
Score: -18600508.000000 Penalty: 5962.562988
	Iteration 46Q: 3 clusters Score -1.860051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 165584 members 
Entering Unmasked Estep 
Score: -18600514.000000 Penalty: 5962.562988
	Iteration 47Q: 3 clusters Score -1.860051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 165585 members 
Entering Unmasked Estep 
Score: -18600508.000000 Penalty: 5962.562988
	Iteration 48Q: 3 clusters Score -1.860051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 165586 members 
Entering Unmasked Estep 
Score: -18600518.000000 Penalty: 5962.562988
	Iteration 49Q: 3 clusters Score -1.860052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 165588 members 
Entering Unmasked Estep 
Score: -18600530.000000 Penalty: 5962.562988
	Iteration 50Q: 3 clusters Score -1.860053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 165589 members 
Entering Unmasked Estep 
Score: -18600532.000000 Penalty: 5962.562988
	Iteration 51Q: 3 clusters Score -1.860053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 165589 members 
Entering Unmasked Estep 
Score: -18600528.000000 Penalty: 5962.562988
	Iteration 52Q: 3 clusters Score -1.860053e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 165589 members 
Entering Unmasked Estep 
Score: -18600528.000000 Penalty: 5962.562988
	Iteration 53F: 3 clusters Score -1.860053e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Entering Unmasked Estep 
Score: -2547615.500000 Penalty: 2509.192383
	Iteration 0F: 2 clusters Score -2547616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2530468.000000 Penalty: 5018.384766
	Iteration 0F: 3 clusters Score -2530468 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2536566.500000 Penalty: 5018.384766
	Iteration 1F: 3 clusters Score -2536566 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2537212.250000 Penalty: 5018.384766
	Iteration 2F: 3 clusters Score -2537212 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2537972.750000 Penalty: 5018.384766
	Iteration 3F: 3 clusters Score -2537973 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2538916.250000 Penalty: 5018.384766
	Iteration 4F: 3 clusters Score -2538916 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2539995.750000 Penalty: 5018.384766
	Iteration 5F: 3 clusters Score -2539996 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2541097.750000 Penalty: 5018.384766
	Iteration 6F: 3 clusters Score -2541098 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2542094.500000 Penalty: 5018.384766
	Iteration 7F: 3 clusters Score -2542094 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2542885.500000 Penalty: 5018.384766
	Iteration 8F: 3 clusters Score -2542886 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2543442.750000 Penalty: 5018.384766
	Iteration 9Q: 3 clusters Score -2543443 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2543775.750000 Penalty: 5018.384766
	Iteration 10Q: 3 clusters Score -2543776 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2543986.250000 Penalty: 5018.384766
	Iteration 11Q: 3 clusters Score -2543986 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2544184.000000 Penalty: 5018.384766
	Iteration 12Q: 3 clusters Score -2544184 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2544362.500000 Penalty: 5018.384766
	Iteration 13Q: 3 clusters Score -2544362 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2544564.750000 Penalty: 5018.384766
	Iteration 14Q: 3 clusters Score -2544565 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2544787.750000 Penalty: 5018.384766
	Iteration 15Q: 3 clusters Score -2544788 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2545032.250000 Penalty: 5018.384766
	Iteration 16Q: 3 clusters Score -2545032 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2545289.500000 Penalty: 5018.384766
	Iteration 17Q: 3 clusters Score -2545290 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -2545580.500000 Penalty: 5018.384766
	Iteration 18Q: 3 clusters Score -2545580 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2545898.250000 Penalty: 5018.384766
	Iteration 19Q: 3 clusters Score -2545898 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2546283.500000 Penalty: 5018.384766
	Iteration 20F: 3 clusters Score -2546284 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2546717.250000 Penalty: 5018.384766
	Iteration 21Q: 3 clusters Score -2546717 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -2547168.750000 Penalty: 5018.384766
	Iteration 22Q: 3 clusters Score -2547169 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2547530.000000 Penalty: 5018.384766
	Iteration 23Q: 3 clusters Score -2547530 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -2547655.250000 Penalty: 5018.384766
	Iteration 24Q: 3 clusters Score -2547655 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2547703.750000 Penalty: 5018.384766
	Iteration 25Q: 3 clusters Score -2547704 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2547717.000000 Penalty: 5018.384766
	Iteration 26Q: 3 clusters Score -2547717 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -2547725.500000 Penalty: 5018.384766
	Iteration 27Q: 3 clusters Score -2547726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -2547734.250000 Penalty: 5018.384766
	Iteration 28Q: 3 clusters Score -2547734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -2547736.250000 Penalty: 5018.384766
	Iteration 29Q: 3 clusters Score -2547736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2547739.500000 Penalty: 5018.384766
	Iteration 30Q: 3 clusters Score -2547740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2547739.000000 Penalty: 5018.384766
	Iteration 31Q: 3 clusters Score -2547739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2547742.750000 Penalty: 5018.384766
	Iteration 32Q: 3 clusters Score -2547743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2547740.000000 Penalty: 5018.384766
	Iteration 33Q: 3 clusters Score -2547740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2547748.500000 Penalty: 5018.384766
	Iteration 34Q: 3 clusters Score -2547748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2547749.500000 Penalty: 5018.384766
	Iteration 35Q: 3 clusters Score -2547750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2547750.500000 Penalty: 5018.384766
	Iteration 36Q: 3 clusters Score -2547750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -2547753.250000 Penalty: 5018.384766
	Iteration 37Q: 3 clusters Score -2547753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2547751.500000 Penalty: 5018.384766
	Iteration 38Q: 3 clusters Score -2547752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2547751.500000 Penalty: 5018.384766
	Iteration 39F: 3 clusters Score -2547752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 78937 members 
Mstep: Class 3 contains 2777 members 
Mstep: Class 4 contains 22192 members 
Mstep: Class 6 contains 11711 members 
Mstep: Class 7 contains 166258 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 14820 members 
Mstep: Class 11 contains 21305 members 
Mstep: Class 14 contains 16918 members 
Mstep: Class 15 contains 1486 members 
Mstep: Class 16 contains 330185 members 
Mstep: Class 17 contains 53600 members 
Mstep: Class 21 contains 13062 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 115071 members 
Mstep: Class 24 contains 21971 members 
Entering Unmasked Estep 
Score: -97975408.000000 Penalty: 61207.128906
Splitting cluster 8 changes total score from -97972656.000000 to -97975408.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 9 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -198423.078125 Penalty: 1908.435181
	Iteration 0F: 2 clusters Score -198423.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -195938.265625 Penalty: 3816.870361
	Iteration 0F: 3 clusters Score -195938.3 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -199220.093750 Penalty: 3816.870361
	Iteration 1F: 3 clusters Score -199220.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -203382.750000 Penalty: 3816.870361
	Iteration 2F: 3 clusters Score -203382.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -203966.359375 Penalty: 3816.870361
	Iteration 3F: 3 clusters Score -203966.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -204036.390625 Penalty: 3816.870361
	Iteration 4Q: 3 clusters Score -204036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -204043.031250 Penalty: 3816.870361
	Iteration 5Q: 3 clusters Score -204043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -204046.328125 Penalty: 3816.870361
	Iteration 6Q: 3 clusters Score -204046.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -204049.703125 Penalty: 3816.870361
	Iteration 7Q: 3 clusters Score -204049.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -204049.656250 Penalty: 3816.870361
	Iteration 8Q: 3 clusters Score -204049.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -204049.656250 Penalty: 3816.870361
	Iteration 9F: 3 clusters Score -204049.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 78937 members 
Mstep: Class 3 contains 2777 members 
Mstep: Class 4 contains 22192 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 11711 members 
Mstep: Class 7 contains 166258 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 1855 members 
Mstep: Class 10 contains 14820 members 
Mstep: Class 11 contains 21305 members 
Mstep: Class 14 contains 16918 members 
Mstep: Class 15 contains 1486 members 
Mstep: Class 16 contains 330185 members 
Mstep: Class 17 contains 53600 members 
Mstep: Class 21 contains 13062 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 115071 members 
Mstep: Class 24 contains 21971 members 
Entering Unmasked Estep 
Score: -97979552.000000 Penalty: 64607.523438
Splitting cluster 9 changes total score from -97972656.000000 to -97979552.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 10 (14820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Entering Unmasked Estep 
Score: -1636831.625000 Penalty: 2381.725830
	Iteration 0F: 2 clusters Score -1636832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1626058.625000 Penalty: 4763.451660
	Iteration 0F: 3 clusters Score -1626059 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1629493.625000 Penalty: 4763.451660
	Iteration 1F: 3 clusters Score -1629494 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1629885.500000 Penalty: 4763.451660
	Iteration 2F: 3 clusters Score -1629886 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1630178.375000 Penalty: 4763.451660
	Iteration 3Q: 3 clusters Score -1630178 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1630439.500000 Penalty: 4763.451660
	Iteration 4Q: 3 clusters Score -1630440 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1630746.250000 Penalty: 4763.451660
	Iteration 5Q: 3 clusters Score -1630746 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1631050.625000 Penalty: 4763.451660
	Iteration 6Q: 3 clusters Score -1631051 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1631378.500000 Penalty: 4763.451660
	Iteration 7Q: 3 clusters Score -1631378 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1631787.625000 Penalty: 4763.451660
	Iteration 8Q: 3 clusters Score -1631788 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1632251.250000 Penalty: 4763.451660
	Iteration 9Q: 3 clusters Score -1632251 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1632702.875000 Penalty: 4763.451660
	Iteration 10Q: 3 clusters Score -1632703 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1633035.625000 Penalty: 4763.451660
	Iteration 11Q: 3 clusters Score -1633036 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1633249.125000 Penalty: 4763.451660
	Iteration 12Q: 3 clusters Score -1633249 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1633381.750000 Penalty: 4763.451660
	Iteration 13Q: 3 clusters Score -1633382 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1633485.625000 Penalty: 4763.451660
	Iteration 14Q: 3 clusters Score -1633486 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1633570.000000 Penalty: 4763.451660
	Iteration 15Q: 3 clusters Score -1633570 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1633627.875000 Penalty: 4763.451660
	Iteration 16Q: 3 clusters Score -1633628 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1633678.250000 Penalty: 4763.451660
	Iteration 17Q: 3 clusters Score -1633678 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1633719.500000 Penalty: 4763.451660
	Iteration 18Q: 3 clusters Score -1633720 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1633751.125000 Penalty: 4763.451660
	Iteration 19Q: 3 clusters Score -1633751 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1633778.000000 Penalty: 4763.451660
	Iteration 20F: 3 clusters Score -1633778 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1633814.250000 Penalty: 4763.451660
	Iteration 21Q: 3 clusters Score -1633814 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1633844.000000 Penalty: 4763.451660
	Iteration 22Q: 3 clusters Score -1633844 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1633864.750000 Penalty: 4763.451660
	Iteration 23Q: 3 clusters Score -1633865 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1633884.625000 Penalty: 4763.451660
	Iteration 24Q: 3 clusters Score -1633885 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1633905.500000 Penalty: 4763.451660
	Iteration 25Q: 3 clusters Score -1633906 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1633926.500000 Penalty: 4763.451660
	Iteration 26Q: 3 clusters Score -1633926 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1633943.750000 Penalty: 4763.451660
	Iteration 27Q: 3 clusters Score -1633944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1633965.125000 Penalty: 4763.451660
	Iteration 28Q: 3 clusters Score -1633965 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1633985.625000 Penalty: 4763.451660
	Iteration 29Q: 3 clusters Score -1633986 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1634012.000000 Penalty: 4763.451660
	Iteration 30Q: 3 clusters Score -1634012 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1634038.750000 Penalty: 4763.451660
	Iteration 31Q: 3 clusters Score -1634039 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1634065.875000 Penalty: 4763.451660
	Iteration 32Q: 3 clusters Score -1634066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1634091.625000 Penalty: 4763.451660
	Iteration 33Q: 3 clusters Score -1634092 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1634118.750000 Penalty: 4763.451660
	Iteration 34Q: 3 clusters Score -1634119 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1634141.750000 Penalty: 4763.451660
	Iteration 35Q: 3 clusters Score -1634142 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1634166.750000 Penalty: 4763.451660
	Iteration 36Q: 3 clusters Score -1634167 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1634186.625000 Penalty: 4763.451660
	Iteration 37Q: 3 clusters Score -1634187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1634203.500000 Penalty: 4763.451660
	Iteration 38Q: 3 clusters Score -1634204 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1634222.625000 Penalty: 4763.451660
	Iteration 39Q: 3 clusters Score -1634223 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1634234.000000 Penalty: 4763.451660
	Iteration 40F: 3 clusters Score -1634234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1634240.625000 Penalty: 4763.451660
	Iteration 41Q: 3 clusters Score -1634241 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1634262.000000 Penalty: 4763.451660
	Iteration 42Q: 3 clusters Score -1634262 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1634272.750000 Penalty: 4763.451660
	Iteration 43Q: 3 clusters Score -1634273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1634289.625000 Penalty: 4763.451660
	Iteration 44Q: 3 clusters Score -1634290 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1634305.375000 Penalty: 4763.451660
	Iteration 45Q: 3 clusters Score -1634305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1634310.875000 Penalty: 4763.451660
	Iteration 46Q: 3 clusters Score -1634311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1634317.125000 Penalty: 4763.451660
	Iteration 47Q: 3 clusters Score -1634317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1634332.375000 Penalty: 4763.451660
	Iteration 48Q: 3 clusters Score -1634332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1634340.625000 Penalty: 4763.451660
	Iteration 49Q: 3 clusters Score -1634341 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1634360.375000 Penalty: 4763.451660
	Iteration 50Q: 3 clusters Score -1634360 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1634372.125000 Penalty: 4763.451660
	Iteration 51Q: 3 clusters Score -1634372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1634381.500000 Penalty: 4763.451660
	Iteration 52Q: 3 clusters Score -1634382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1634389.375000 Penalty: 4763.451660
	Iteration 53Q: 3 clusters Score -1634389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1634399.125000 Penalty: 4763.451660
	Iteration 54Q: 3 clusters Score -1634399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1634409.250000 Penalty: 4763.451660
	Iteration 55Q: 3 clusters Score -1634409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1634414.875000 Penalty: 4763.451660
	Iteration 56Q: 3 clusters Score -1634415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1634419.250000 Penalty: 4763.451660
	Iteration 57Q: 3 clusters Score -1634419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1634422.625000 Penalty: 4763.451660
	Iteration 58Q: 3 clusters Score -1634423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1634421.125000 Penalty: 4763.451660
	Iteration 59Q: 3 clusters Score -1634421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1634430.250000 Penalty: 4763.451660
	Iteration 60F: 3 clusters Score -1634430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1634430.750000 Penalty: 4763.451660
	Iteration 61Q: 3 clusters Score -1634431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1634435.875000 Penalty: 4763.451660
	Iteration 62Q: 3 clusters Score -1634436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1634440.375000 Penalty: 4763.451660
	Iteration 63Q: 3 clusters Score -1634440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1634442.750000 Penalty: 4763.451660
	Iteration 64Q: 3 clusters Score -1634443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1634442.875000 Penalty: 4763.451660
	Iteration 65Q: 3 clusters Score -1634443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1634448.625000 Penalty: 4763.451660
	Iteration 66Q: 3 clusters Score -1634449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1634451.000000 Penalty: 4763.451660
	Iteration 67Q: 3 clusters Score -1634451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1634453.875000 Penalty: 4763.451660
	Iteration 68Q: 3 clusters Score -1634454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1634454.125000 Penalty: 4763.451660
	Iteration 69Q: 3 clusters Score -1634454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1634461.500000 Penalty: 4763.451660
	Iteration 70Q: 3 clusters Score -1634462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1634469.875000 Penalty: 4763.451660
	Iteration 71Q: 3 clusters Score -1634470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1634470.625000 Penalty: 4763.451660
	Iteration 72Q: 3 clusters Score -1634471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1634472.125000 Penalty: 4763.451660
	Iteration 73Q: 3 clusters Score -1634472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1634479.875000 Penalty: 4763.451660
	Iteration 74Q: 3 clusters Score -1634480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1634488.250000 Penalty: 4763.451660
	Iteration 75Q: 3 clusters Score -1634488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1634489.750000 Penalty: 4763.451660
	Iteration 76Q: 3 clusters Score -1634490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1634493.125000 Penalty: 4763.451660
	Iteration 77Q: 3 clusters Score -1634493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1634494.750000 Penalty: 4763.451660
	Iteration 78Q: 3 clusters Score -1634495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -1634497.000000 Penalty: 4763.451660
	Iteration 79Q: 3 clusters Score -1634497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1634498.750000 Penalty: 4763.451660
	Iteration 80F: 3 clusters Score -1634499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1634500.000000 Penalty: 4763.451660
	Iteration 81Q: 3 clusters Score -1634500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1634498.000000 Penalty: 4763.451660
	Iteration 82Q: 3 clusters Score -1634498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1634501.250000 Penalty: 4763.451660
	Iteration 83Q: 3 clusters Score -1634501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1634499.250000 Penalty: 4763.451660
	Iteration 84Q: 3 clusters Score -1634499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -1634501.625000 Penalty: 4763.451660
	Iteration 85Q: 3 clusters Score -1634502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1634504.250000 Penalty: 4763.451660
	Iteration 86Q: 3 clusters Score -1634504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1634505.250000 Penalty: 4763.451660
	Iteration 87Q: 3 clusters Score -1634505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1634504.875000 Penalty: 4763.451660
	Iteration 88Q: 3 clusters Score -1634505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1634504.500000 Penalty: 4763.451660
	Iteration 89Q: 3 clusters Score -1634504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1634506.375000 Penalty: 4763.451660
	Iteration 90Q: 3 clusters Score -1634506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1634508.375000 Penalty: 4763.451660
	Iteration 91Q: 3 clusters Score -1634508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1634510.625000 Penalty: 4763.451660
	Iteration 92Q: 3 clusters Score -1634511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1634510.125000 Penalty: 4763.451660
	Iteration 93Q: 3 clusters Score -1634510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1634509.250000 Penalty: 4763.451660
	Iteration 94Q: 3 clusters Score -1634509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1634511.250000 Penalty: 4763.451660
	Iteration 95Q: 3 clusters Score -1634511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1634513.875000 Penalty: 4763.451660
	Iteration 96Q: 3 clusters Score -1634514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1634513.875000 Penalty: 4763.451660
	Iteration 97Q: 3 clusters Score -1634514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -1634514.375000 Penalty: 4763.451660
	Iteration 98Q: 3 clusters Score -1634514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -1634517.375000 Penalty: 4763.451660
	Iteration 99Q: 3 clusters Score -1634517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1634516.875000 Penalty: 4763.451660
	Iteration 100F: 3 clusters Score -1634517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1634520.125000 Penalty: 4763.451660
	Iteration 101Q: 3 clusters Score -1634520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1634520.250000 Penalty: 4763.451660
	Iteration 102Q: 3 clusters Score -1634520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1634526.125000 Penalty: 4763.451660
	Iteration 103Q: 3 clusters Score -1634526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1634533.125000 Penalty: 4763.451660
	Iteration 104Q: 3 clusters Score -1634533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1634534.500000 Penalty: 4763.451660
	Iteration 105Q: 3 clusters Score -1634534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1634537.375000 Penalty: 4763.451660
	Iteration 106Q: 3 clusters Score -1634537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1634539.125000 Penalty: 4763.451660
	Iteration 107Q: 3 clusters Score -1634539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1634540.250000 Penalty: 4763.451660
	Iteration 108Q: 3 clusters Score -1634540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1634542.500000 Penalty: 4763.451660
	Iteration 109Q: 3 clusters Score -1634542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1634545.250000 Penalty: 4763.451660
	Iteration 110Q: 3 clusters Score -1634545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -1634551.750000 Penalty: 4763.451660
	Iteration 111Q: 3 clusters Score -1634552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1634553.000000 Penalty: 4763.451660
	Iteration 112Q: 3 clusters Score -1634553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1634558.375000 Penalty: 4763.451660
	Iteration 113Q: 3 clusters Score -1634558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1634568.500000 Penalty: 4763.451660
	Iteration 114Q: 3 clusters Score -1634568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1634579.375000 Penalty: 4763.451660
	Iteration 115Q: 3 clusters Score -1634579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1634583.750000 Penalty: 4763.451660
	Iteration 116Q: 3 clusters Score -1634584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1634587.875000 Penalty: 4763.451660
	Iteration 117Q: 3 clusters Score -1634588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1634597.250000 Penalty: 4763.451660
	Iteration 118Q: 3 clusters Score -1634597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1634602.125000 Penalty: 4763.451660
	Iteration 119Q: 3 clusters Score -1634602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1634605.250000 Penalty: 4763.451660
	Iteration 120F: 3 clusters Score -1634605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1634606.125000 Penalty: 4763.451660
	Iteration 121Q: 3 clusters Score -1634606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1634607.750000 Penalty: 4763.451660
	Iteration 122Q: 3 clusters Score -1634608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -1634613.625000 Penalty: 4763.451660
	Iteration 123Q: 3 clusters Score -1634614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -1634619.000000 Penalty: 4763.451660
	Iteration 124Q: 3 clusters Score -1634619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1634624.875000 Penalty: 4763.451660
	Iteration 125Q: 3 clusters Score -1634625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1634631.000000 Penalty: 4763.451660
	Iteration 126Q: 3 clusters Score -1634631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1634638.875000 Penalty: 4763.451660
	Iteration 127Q: 3 clusters Score -1634639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -1634640.750000 Penalty: 4763.451660
	Iteration 128Q: 3 clusters Score -1634641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1634646.125000 Penalty: 4763.451660
	Iteration 129Q: 3 clusters Score -1634646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1634650.000000 Penalty: 4763.451660
	Iteration 130Q: 3 clusters Score -1634650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1634653.375000 Penalty: 4763.451660
	Iteration 131Q: 3 clusters Score -1634653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1634660.250000 Penalty: 4763.451660
	Iteration 132Q: 3 clusters Score -1634660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1634663.250000 Penalty: 4763.451660
	Iteration 133Q: 3 clusters Score -1634663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -1634663.125000 Penalty: 4763.451660
	Iteration 134Q: 3 clusters Score -1634663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -1634669.500000 Penalty: 4763.451660
	Iteration 135Q: 3 clusters Score -1634670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1634673.375000 Penalty: 4763.451660
	Iteration 136Q: 3 clusters Score -1634673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1634677.125000 Penalty: 4763.451660
	Iteration 137Q: 3 clusters Score -1634677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1634685.000000 Penalty: 4763.451660
	Iteration 138Q: 3 clusters Score -1634685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1634693.625000 Penalty: 4763.451660
	Iteration 139Q: 3 clusters Score -1634694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1634694.375000 Penalty: 4763.451660
	Iteration 140F: 3 clusters Score -1634694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1634703.625000 Penalty: 4763.451660
	Iteration 141Q: 3 clusters Score -1634704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1634704.625000 Penalty: 4763.451660
	Iteration 142Q: 3 clusters Score -1634705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1634703.250000 Penalty: 4763.451660
	Iteration 143Q: 3 clusters Score -1634703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1634710.000000 Penalty: 4763.451660
	Iteration 144Q: 3 clusters Score -1634710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1634714.375000 Penalty: 4763.451660
	Iteration 145Q: 3 clusters Score -1634714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1634717.625000 Penalty: 4763.451660
	Iteration 146Q: 3 clusters Score -1634718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1634723.750000 Penalty: 4763.451660
	Iteration 147Q: 3 clusters Score -1634724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1634731.625000 Penalty: 4763.451660
	Iteration 148Q: 3 clusters Score -1634732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1634734.375000 Penalty: 4763.451660
	Iteration 149Q: 3 clusters Score -1634734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1634732.500000 Penalty: 4763.451660
	Iteration 150Q: 3 clusters Score -1634732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1634731.125000 Penalty: 4763.451660
	Iteration 151Q: 3 clusters Score -1634731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1634735.375000 Penalty: 4763.451660
	Iteration 152Q: 3 clusters Score -1634735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -1634738.375000 Penalty: 4763.451660
	Iteration 153Q: 3 clusters Score -1634738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1634738.625000 Penalty: 4763.451660
	Iteration 154Q: 3 clusters Score -1634739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1634741.125000 Penalty: 4763.451660
	Iteration 155Q: 3 clusters Score -1634741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1634746.375000 Penalty: 4763.451660
	Iteration 156Q: 3 clusters Score -1634746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1634753.875000 Penalty: 4763.451660
	Iteration 157Q: 3 clusters Score -1634754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1634757.500000 Penalty: 4763.451660
	Iteration 158Q: 3 clusters Score -1634758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1634758.750000 Penalty: 4763.451660
	Iteration 159Q: 3 clusters Score -1634759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1634756.000000 Penalty: 4763.451660
	Iteration 160F: 3 clusters Score -1634756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1634759.875000 Penalty: 4763.451660
	Iteration 161Q: 3 clusters Score -1634760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1634762.125000 Penalty: 4763.451660
	Iteration 162Q: 3 clusters Score -1634762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1634764.125000 Penalty: 4763.451660
	Iteration 163Q: 3 clusters Score -1634764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1634765.500000 Penalty: 4763.451660
	Iteration 164Q: 3 clusters Score -1634766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1634772.625000 Penalty: 4763.451660
	Iteration 165Q: 3 clusters Score -1634773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1634776.625000 Penalty: 4763.451660
	Iteration 166Q: 3 clusters Score -1634777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1634777.125000 Penalty: 4763.451660
	Iteration 167Q: 3 clusters Score -1634777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1634777.000000 Penalty: 4763.451660
	Iteration 168Q: 3 clusters Score -1634777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1634780.500000 Penalty: 4763.451660
	Iteration 169Q: 3 clusters Score -1634780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1634778.250000 Penalty: 4763.451660
	Iteration 170Q: 3 clusters Score -1634778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1634777.750000 Penalty: 4763.451660
	Iteration 171Q: 3 clusters Score -1634778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1634779.625000 Penalty: 4763.451660
	Iteration 172Q: 3 clusters Score -1634780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -1634779.250000 Penalty: 4763.451660
	Iteration 173Q: 3 clusters Score -1634779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1634779.500000 Penalty: 4763.451660
	Iteration 174Q: 3 clusters Score -1634780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1634779.500000 Penalty: 4763.451660
	Iteration 175F: 3 clusters Score -1634780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Entering Unmasked Estep 
Score: -2419161.500000 Penalty: 2471.740723
	Iteration 0F: 2 clusters Score -2419162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2404158.750000 Penalty: 4943.481445
	Iteration 0F: 3 clusters Score -2404159 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2409218.750000 Penalty: 4943.481445
	Iteration 1F: 3 clusters Score -2409219 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2409576.500000 Penalty: 4943.481445
	Iteration 2F: 3 clusters Score -2409576 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2409870.250000 Penalty: 4943.481445
	Iteration 3Q: 3 clusters Score -2409870 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2410108.000000 Penalty: 4943.481445
	Iteration 4Q: 3 clusters Score -2410108 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -2410349.750000 Penalty: 4943.481445
	Iteration 5Q: 3 clusters Score -2410350 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2410567.250000 Penalty: 4943.481445
	Iteration 6Q: 3 clusters Score -2410567 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2410834.250000 Penalty: 4943.481445
	Iteration 7Q: 3 clusters Score -2410834 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2411251.500000 Penalty: 4943.481445
	Iteration 8Q: 3 clusters Score -2411252 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2411763.000000 Penalty: 4943.481445
	Iteration 9Q: 3 clusters Score -2411763 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2412349.000000 Penalty: 4943.481445
	Iteration 10Q: 3 clusters Score -2412349 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2413059.250000 Penalty: 4943.481445
	Iteration 11F: 3 clusters Score -2413059 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2413824.000000 Penalty: 4943.481445
	Iteration 12F: 3 clusters Score -2413824 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2414628.500000 Penalty: 4943.481445
	Iteration 13Q: 3 clusters Score -2414628 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2415309.750000 Penalty: 4943.481445
	Iteration 14Q: 3 clusters Score -2415310 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2415850.750000 Penalty: 4943.481445
	Iteration 15Q: 3 clusters Score -2415851 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2416191.000000 Penalty: 4943.481445
	Iteration 16Q: 3 clusters Score -2416191 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2416399.500000 Penalty: 4943.481445
	Iteration 17Q: 3 clusters Score -2416400 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2416557.000000 Penalty: 4943.481445
	Iteration 18Q: 3 clusters Score -2416557 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2416660.250000 Penalty: 4943.481445
	Iteration 19Q: 3 clusters Score -2416660 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2416749.250000 Penalty: 4943.481445
	Iteration 20F: 3 clusters Score -2416749 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2416804.250000 Penalty: 4943.481445
	Iteration 21Q: 3 clusters Score -2416804 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2416840.000000 Penalty: 4943.481445
	Iteration 22Q: 3 clusters Score -2416840 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2416863.750000 Penalty: 4943.481445
	Iteration 23Q: 3 clusters Score -2416864 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2416890.000000 Penalty: 4943.481445
	Iteration 24Q: 3 clusters Score -2416890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2416922.250000 Penalty: 4943.481445
	Iteration 25Q: 3 clusters Score -2416922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2416929.250000 Penalty: 4943.481445
	Iteration 26Q: 3 clusters Score -2416929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2416951.500000 Penalty: 4943.481445
	Iteration 27Q: 3 clusters Score -2416952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2416977.000000 Penalty: 4943.481445
	Iteration 28Q: 3 clusters Score -2416977 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2417002.000000 Penalty: 4943.481445
	Iteration 29Q: 3 clusters Score -2417002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2417019.750000 Penalty: 4943.481445
	Iteration 30Q: 3 clusters Score -2417020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2417030.500000 Penalty: 4943.481445
	Iteration 31Q: 3 clusters Score -2417030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2417037.500000 Penalty: 4943.481445
	Iteration 32Q: 3 clusters Score -2417038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2417051.000000 Penalty: 4943.481445
	Iteration 33Q: 3 clusters Score -2417051 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2417060.500000 Penalty: 4943.481445
	Iteration 34Q: 3 clusters Score -2417060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2417075.250000 Penalty: 4943.481445
	Iteration 35Q: 3 clusters Score -2417075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2417078.750000 Penalty: 4943.481445
	Iteration 36Q: 3 clusters Score -2417079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2417085.750000 Penalty: 4943.481445
	Iteration 37Q: 3 clusters Score -2417086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2417082.500000 Penalty: 4943.481445
	Iteration 38Q: 3 clusters Score -2417082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2417087.750000 Penalty: 4943.481445
	Iteration 39Q: 3 clusters Score -2417088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2417097.750000 Penalty: 4943.481445
	Iteration 40F: 3 clusters Score -2417098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2417100.500000 Penalty: 4943.481445
	Iteration 41Q: 3 clusters Score -2417100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2417104.250000 Penalty: 4943.481445
	Iteration 42Q: 3 clusters Score -2417104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2417111.000000 Penalty: 4943.481445
	Iteration 43Q: 3 clusters Score -2417111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2417109.500000 Penalty: 4943.481445
	Iteration 44Q: 3 clusters Score -2417110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2417118.250000 Penalty: 4943.481445
	Iteration 45Q: 3 clusters Score -2417118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2417121.250000 Penalty: 4943.481445
	Iteration 46Q: 3 clusters Score -2417121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2417127.750000 Penalty: 4943.481445
	Iteration 47Q: 3 clusters Score -2417128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2417139.000000 Penalty: 4943.481445
	Iteration 48Q: 3 clusters Score -2417139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2417145.000000 Penalty: 4943.481445
	Iteration 49Q: 3 clusters Score -2417145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2417158.000000 Penalty: 4943.481445
	Iteration 50Q: 3 clusters Score -2417158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2417169.750000 Penalty: 4943.481445
	Iteration 51Q: 3 clusters Score -2417170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2417175.750000 Penalty: 4943.481445
	Iteration 52Q: 3 clusters Score -2417176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2417173.500000 Penalty: 4943.481445
	Iteration 53Q: 3 clusters Score -2417174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2417175.000000 Penalty: 4943.481445
	Iteration 54Q: 3 clusters Score -2417175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2417181.750000 Penalty: 4943.481445
	Iteration 55Q: 3 clusters Score -2417182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2417187.750000 Penalty: 4943.481445
	Iteration 56Q: 3 clusters Score -2417188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2417186.500000 Penalty: 4943.481445
	Iteration 57Q: 3 clusters Score -2417186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2417190.250000 Penalty: 4943.481445
	Iteration 58Q: 3 clusters Score -2417190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2417185.500000 Penalty: 4943.481445
	Iteration 59Q: 3 clusters Score -2417186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2417185.500000 Penalty: 4943.481445
	Iteration 60F: 3 clusters Score -2417186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2417184.750000 Penalty: 4943.481445
	Iteration 61Q: 3 clusters Score -2417185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2417187.250000 Penalty: 4943.481445
	Iteration 62Q: 3 clusters Score -2417187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2417185.500000 Penalty: 4943.481445
	Iteration 63Q: 3 clusters Score -2417186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2417186.000000 Penalty: 4943.481445
	Iteration 64Q: 3 clusters Score -2417186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2417187.000000 Penalty: 4943.481445
	Iteration 65Q: 3 clusters Score -2417187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2417188.000000 Penalty: 4943.481445
	Iteration 66Q: 3 clusters Score -2417188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2417188.500000 Penalty: 4943.481445
	Iteration 67Q: 3 clusters Score -2417188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2417188.500000 Penalty: 4943.481445
	Iteration 68Q: 3 clusters Score -2417188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2417188.500000 Penalty: 4943.481445
	Iteration 69F: 3 clusters Score -2417188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Entering Unmasked Estep 
Score: -1899982.750000 Penalty: 2414.561035
	Iteration 0F: 2 clusters Score -1899983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1887978.250000 Penalty: 4829.122070
	Iteration 0F: 3 clusters Score -1887978 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1891898.750000 Penalty: 4829.122070
	Iteration 1F: 3 clusters Score -1891899 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1892519.500000 Penalty: 4829.122070
	Iteration 2F: 3 clusters Score -1892520 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1893259.625000 Penalty: 4829.122070
	Iteration 3F: 3 clusters Score -1893260 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1894161.750000 Penalty: 4829.122070
	Iteration 4F: 3 clusters Score -1894162 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1895057.500000 Penalty: 4829.122070
	Iteration 5F: 3 clusters Score -1895058 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1895768.250000 Penalty: 4829.122070
	Iteration 6F: 3 clusters Score -1895768 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1896217.750000 Penalty: 4829.122070
	Iteration 7Q: 3 clusters Score -1896218 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1896473.250000 Penalty: 4829.122070
	Iteration 8Q: 3 clusters Score -1896473 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1896641.750000 Penalty: 4829.122070
	Iteration 9Q: 3 clusters Score -1896642 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1896767.125000 Penalty: 4829.122070
	Iteration 10Q: 3 clusters Score -1896767 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1896848.125000 Penalty: 4829.122070
	Iteration 11Q: 3 clusters Score -1896848 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1896916.000000 Penalty: 4829.122070
	Iteration 12Q: 3 clusters Score -1896916 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1896952.500000 Penalty: 4829.122070
	Iteration 13Q: 3 clusters Score -1896952 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1896993.625000 Penalty: 4829.122070
	Iteration 14Q: 3 clusters Score -1896994 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1897031.125000 Penalty: 4829.122070
	Iteration 15Q: 3 clusters Score -1897031 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1897077.875000 Penalty: 4829.122070
	Iteration 16Q: 3 clusters Score -1897078 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1897140.375000 Penalty: 4829.122070
	Iteration 17Q: 3 clusters Score -1897140 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1897217.250000 Penalty: 4829.122070
	Iteration 18Q: 3 clusters Score -1897217 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1897302.500000 Penalty: 4829.122070
	Iteration 19Q: 3 clusters Score -1897302 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1897387.500000 Penalty: 4829.122070
	Iteration 20F: 3 clusters Score -1897388 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1897499.625000 Penalty: 4829.122070
	Iteration 21Q: 3 clusters Score -1897500 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1897616.125000 Penalty: 4829.122070
	Iteration 22Q: 3 clusters Score -1897616 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1897726.125000 Penalty: 4829.122070
	Iteration 23Q: 3 clusters Score -1897726 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1897825.625000 Penalty: 4829.122070
	Iteration 24Q: 3 clusters Score -1897826 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1897921.000000 Penalty: 4829.122070
	Iteration 25Q: 3 clusters Score -1897921 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1898012.250000 Penalty: 4829.122070
	Iteration 26Q: 3 clusters Score -1898012 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1898099.500000 Penalty: 4829.122070
	Iteration 27Q: 3 clusters Score -1898100 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1898162.750000 Penalty: 4829.122070
	Iteration 28Q: 3 clusters Score -1898163 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1898249.500000 Penalty: 4829.122070
	Iteration 29Q: 3 clusters Score -1898250 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1898319.375000 Penalty: 4829.122070
	Iteration 30Q: 3 clusters Score -1898319 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1898380.625000 Penalty: 4829.122070
	Iteration 31Q: 3 clusters Score -1898381 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1898438.250000 Penalty: 4829.122070
	Iteration 32Q: 3 clusters Score -1898438 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1898493.750000 Penalty: 4829.122070
	Iteration 33Q: 3 clusters Score -1898494 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1898554.125000 Penalty: 4829.122070
	Iteration 34Q: 3 clusters Score -1898554 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1898600.375000 Penalty: 4829.122070
	Iteration 35Q: 3 clusters Score -1898600 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1898652.875000 Penalty: 4829.122070
	Iteration 36Q: 3 clusters Score -1898653 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1898721.500000 Penalty: 4829.122070
	Iteration 37Q: 3 clusters Score -1898722 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1898763.625000 Penalty: 4829.122070
	Iteration 38Q: 3 clusters Score -1898764 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1898802.250000 Penalty: 4829.122070
	Iteration 39Q: 3 clusters Score -1898802 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1898839.500000 Penalty: 4829.122070
	Iteration 40F: 3 clusters Score -1898840 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1898865.750000 Penalty: 4829.122070
	Iteration 41Q: 3 clusters Score -1898866 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1898890.625000 Penalty: 4829.122070
	Iteration 42Q: 3 clusters Score -1898891 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1898913.250000 Penalty: 4829.122070
	Iteration 43Q: 3 clusters Score -1898913 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1898951.875000 Penalty: 4829.122070
	Iteration 44Q: 3 clusters Score -1898952 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1898988.250000 Penalty: 4829.122070
	Iteration 45Q: 3 clusters Score -1898988 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1899015.875000 Penalty: 4829.122070
	Iteration 46Q: 3 clusters Score -1899016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1899044.000000 Penalty: 4829.122070
	Iteration 47Q: 3 clusters Score -1899044 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1899072.125000 Penalty: 4829.122070
	Iteration 48Q: 3 clusters Score -1899072 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1899095.125000 Penalty: 4829.122070
	Iteration 49Q: 3 clusters Score -1899095 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1899112.750000 Penalty: 4829.122070
	Iteration 50Q: 3 clusters Score -1899113 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1899127.500000 Penalty: 4829.122070
	Iteration 51Q: 3 clusters Score -1899128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1899143.125000 Penalty: 4829.122070
	Iteration 52Q: 3 clusters Score -1899143 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1899162.250000 Penalty: 4829.122070
	Iteration 53Q: 3 clusters Score -1899162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1899176.875000 Penalty: 4829.122070
	Iteration 54Q: 3 clusters Score -1899177 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1899198.250000 Penalty: 4829.122070
	Iteration 55Q: 3 clusters Score -1899198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1899218.375000 Penalty: 4829.122070
	Iteration 56Q: 3 clusters Score -1899218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1899255.375000 Penalty: 4829.122070
	Iteration 57Q: 3 clusters Score -1899255 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1899299.000000 Penalty: 4829.122070
	Iteration 58Q: 3 clusters Score -1899299 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1899342.375000 Penalty: 4829.122070
	Iteration 59Q: 3 clusters Score -1899342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1899398.875000 Penalty: 4829.122070
	Iteration 60F: 3 clusters Score -1899399 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1899482.875000 Penalty: 4829.122070
	Iteration 61Q: 3 clusters Score -1899483 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1899530.375000 Penalty: 4829.122070
	Iteration 62Q: 3 clusters Score -1899530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1899552.250000 Penalty: 4829.122070
	Iteration 63Q: 3 clusters Score -1899552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1899567.125000 Penalty: 4829.122070
	Iteration 64Q: 3 clusters Score -1899567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1899577.375000 Penalty: 4829.122070
	Iteration 65Q: 3 clusters Score -1899577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1899586.750000 Penalty: 4829.122070
	Iteration 66Q: 3 clusters Score -1899587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1899586.625000 Penalty: 4829.122070
	Iteration 67Q: 3 clusters Score -1899587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1899588.875000 Penalty: 4829.122070
	Iteration 68Q: 3 clusters Score -1899589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1899594.000000 Penalty: 4829.122070
	Iteration 69Q: 3 clusters Score -1899594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1899593.375000 Penalty: 4829.122070
	Iteration 70Q: 3 clusters Score -1899593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1899595.375000 Penalty: 4829.122070
	Iteration 71Q: 3 clusters Score -1899595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1899598.125000 Penalty: 4829.122070
	Iteration 72Q: 3 clusters Score -1899598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1899601.000000 Penalty: 4829.122070
	Iteration 73Q: 3 clusters Score -1899601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1899600.750000 Penalty: 4829.122070
	Iteration 74Q: 3 clusters Score -1899601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1899601.000000 Penalty: 4829.122070
	Iteration 75Q: 3 clusters Score -1899601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1899601.000000 Penalty: 4829.122070
	Iteration 76F: 3 clusters Score -1899601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -147509.078125 Penalty: 1811.353027
	Iteration 0F: 2 clusters Score -147509.1 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 744 members 
Entering Unmasked Estep 
Score: -145301.218750 Penalty: 3622.706055
	Iteration 0F: 3 clusters Score -145301.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -145764.234375 Penalty: 3622.706055
	Iteration 1F: 3 clusters Score -145764.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -145933.187500 Penalty: 3622.706055
	Iteration 2F: 3 clusters Score -145933.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -146044.046875 Penalty: 3622.706055
	Iteration 3F: 3 clusters Score -146044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -146126.046875 Penalty: 3622.706055
	Iteration 4Q: 3 clusters Score -146126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -146174.343750 Penalty: 3622.706055
	Iteration 5Q: 3 clusters Score -146174.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -146248.687500 Penalty: 3622.706055
	Iteration 6Q: 3 clusters Score -146248.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -146437.156250 Penalty: 3622.706055
	Iteration 7Q: 3 clusters Score -146437.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -146668.437500 Penalty: 3622.706055
	Iteration 8F: 3 clusters Score -146668.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -146836.968750 Penalty: 3622.706055
	Iteration 9F: 3 clusters Score -146837 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -147011.671875 Penalty: 3622.706055
	Iteration 10Q: 3 clusters Score -147011.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -147223.750000 Penalty: 3622.706055
	Iteration 11F: 3 clusters Score -147223.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -147412.671875 Penalty: 3622.706055
	Iteration 12F: 3 clusters Score -147412.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -147484.171875 Penalty: 3622.706055
	Iteration 13Q: 3 clusters Score -147484.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -147534.421875 Penalty: 3622.706055
	Iteration 14Q: 3 clusters Score -147534.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -147576.812500 Penalty: 3622.706055
	Iteration 15Q: 3 clusters Score -147576.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -147601.296875 Penalty: 3622.706055
	Iteration 16Q: 3 clusters Score -147601.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -147610.125000 Penalty: 3622.706055
	Iteration 17Q: 3 clusters Score -147610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -147618.312500 Penalty: 3622.706055
	Iteration 18Q: 3 clusters Score -147618.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -147621.140625 Penalty: 3622.706055
	Iteration 19Q: 3 clusters Score -147621.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -147622.906250 Penalty: 3622.706055
	Iteration 20F: 3 clusters Score -147622.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 78937 members 
Mstep: Class 3 contains 2777 members 
Mstep: Class 4 contains 22192 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 11711 members 
Mstep: Class 7 contains 166258 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 1855 members 
Mstep: Class 10 contains 14820 members 
Mstep: Class 11 contains 21305 members 
Mstep: Class 12 contains 497 members 
Mstep: Class 14 contains 16918 members 
Mstep: Class 15 contains 989 members 
Mstep: Class 16 contains 330185 members 
Mstep: Class 17 contains 53600 members 
Mstep: Class 21 contains 13062 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 115071 members 
Mstep: Class 24 contains 21971 members 
Entering Unmasked Estep 
Score: -97978544.000000 Penalty: 68007.921875
Splitting cluster 15 changes total score from -97972656.000000 to -97978544.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 16 (330185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330185 members 
Entering Unmasked Estep 
Score: -36450776.000000 Penalty: 3151.437256
	Iteration 0F: 2 clusters Score -3.645078e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165643 members 
Mstep: Class 2 contains 164542 members 
Entering Unmasked Estep 
Score: -36276244.000000 Penalty: 6302.874512
	Iteration 0F: 3 clusters Score -3.627624e+07 nChanged 160328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177771 members 
Mstep: Class 2 contains 152414 members 
Entering Unmasked Estep 
Score: -36373828.000000 Penalty: 6302.874512
	Iteration 1F: 3 clusters Score -3.637383e+07 nChanged 10931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185682 members 
Mstep: Class 2 contains 144503 members 
Entering Unmasked Estep 
Score: -36377160.000000 Penalty: 6302.874512
	Iteration 2Q: 3 clusters Score -3.637716e+07 nChanged 14265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197703 members 
Mstep: Class 2 contains 132482 members 
Entering Unmasked Estep 
Score: -36382748.000000 Penalty: 6302.874512
	Iteration 3Q: 3 clusters Score -3.638275e+07 nChanged 18462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214723 members 
Mstep: Class 2 contains 115462 members 
Entering Unmasked Estep 
Score: -36392388.000000 Penalty: 6302.874512
	Iteration 4F: 3 clusters Score -3.639239e+07 nChanged 23485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237492 members 
Mstep: Class 2 contains 92693 members 
Entering Unmasked Estep 
Score: -36408056.000000 Penalty: 6302.874512
	Iteration 5F: 3 clusters Score -3.640806e+07 nChanged 27253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264493 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -36429224.000000 Penalty: 6302.874512
	Iteration 6F: 3 clusters Score -3.642922e+07 nChanged 25748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290145 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -36451352.000000 Penalty: 6302.874512
	Iteration 7F: 3 clusters Score -3.645135e+07 nChanged 18846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308961 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -36458560.000000 Penalty: 6302.874512
	Iteration 8F: 3 clusters Score -3.645856e+07 nChanged 10348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319233 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -36454712.000000 Penalty: 6302.874512
	Iteration 9Q: 3 clusters Score -3.645471e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324124 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -36451520.000000 Penalty: 6302.874512
	Iteration 10Q: 3 clusters Score -3.645152e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326432 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -36450392.000000 Penalty: 6302.874512
	Iteration 11Q: 3 clusters Score -3.645039e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327578 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -36449836.000000 Penalty: 6302.874512
	Iteration 12Q: 3 clusters Score -3.644984e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328176 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -36449472.000000 Penalty: 6302.874512
	Iteration 13Q: 3 clusters Score -3.644947e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328504 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -36449228.000000 Penalty: 6302.874512
	Iteration 14Q: 3 clusters Score -3.644923e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328712 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -36449112.000000 Penalty: 6302.874512
	Iteration 15Q: 3 clusters Score -3.644911e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328851 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -36449052.000000 Penalty: 6302.874512
	Iteration 16Q: 3 clusters Score -3.644905e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328933 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -36449000.000000 Penalty: 6302.874512
	Iteration 17Q: 3 clusters Score -3.6449e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328990 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -36449024.000000 Penalty: 6302.874512
	Iteration 18Q: 3 clusters Score -3.644902e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329044 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -36449028.000000 Penalty: 6302.874512
	Iteration 19Q: 3 clusters Score -3.644903e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329080 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -36449048.000000 Penalty: 6302.874512
	Iteration 20F: 3 clusters Score -3.644905e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329112 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -36448996.000000 Penalty: 6302.874512
	Iteration 21Q: 3 clusters Score -3.6449e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329138 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -36448964.000000 Penalty: 6302.874512
	Iteration 22Q: 3 clusters Score -3.644896e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329151 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -36448960.000000 Penalty: 6302.874512
	Iteration 23Q: 3 clusters Score -3.644896e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329169 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -36448948.000000 Penalty: 6302.874512
	Iteration 24Q: 3 clusters Score -3.644895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329180 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -36448932.000000 Penalty: 6302.874512
	Iteration 25Q: 3 clusters Score -3.644893e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329188 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -36448928.000000 Penalty: 6302.874512
	Iteration 26Q: 3 clusters Score -3.644893e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329193 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -36448936.000000 Penalty: 6302.874512
	Iteration 27Q: 3 clusters Score -3.644894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329201 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -36448904.000000 Penalty: 6302.874512
	Iteration 28Q: 3 clusters Score -3.64489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329211 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -36448900.000000 Penalty: 6302.874512
	Iteration 29Q: 3 clusters Score -3.64489e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329220 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -36448932.000000 Penalty: 6302.874512
	Iteration 30Q: 3 clusters Score -3.644893e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329233 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -36448892.000000 Penalty: 6302.874512
	Iteration 31Q: 3 clusters Score -3.644889e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329245 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -36448920.000000 Penalty: 6302.874512
	Iteration 32Q: 3 clusters Score -3.644892e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329250 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -36448920.000000 Penalty: 6302.874512
	Iteration 33Q: 3 clusters Score -3.644892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329257 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -36448904.000000 Penalty: 6302.874512
	Iteration 34Q: 3 clusters Score -3.64489e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329261 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -36448912.000000 Penalty: 6302.874512
	Iteration 35Q: 3 clusters Score -3.644891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329265 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -36448920.000000 Penalty: 6302.874512
	Iteration 36Q: 3 clusters Score -3.644892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329265 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -36448904.000000 Penalty: 6302.874512
	Iteration 37Q: 3 clusters Score -3.64489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329264 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -36448912.000000 Penalty: 6302.874512
	Iteration 38Q: 3 clusters Score -3.644891e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329264 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -36448912.000000 Penalty: 6302.874512
	Iteration 39F: 3 clusters Score -3.644891e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (53600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Entering Unmasked Estep 
Score: -5923299.500000 Penalty: 2700.547363
	Iteration 0F: 2 clusters Score -5923300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -5887182.500000 Penalty: 5401.094727
	Iteration 0F: 3 clusters Score -5887182 nChanged 24920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -5901120.500000 Penalty: 5401.094727
	Iteration 1F: 3 clusters Score -5901120 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -5902018.500000 Penalty: 5401.094727
	Iteration 2Q: 3 clusters Score -5902018 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -5903677.000000 Penalty: 5401.094727
	Iteration 3Q: 3 clusters Score -5903677 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -5906756.500000 Penalty: 5401.094727
	Iteration 4F: 3 clusters Score -5906756 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -5911110.500000 Penalty: 5401.094727
	Iteration 5F: 3 clusters Score -5911110 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -5914876.000000 Penalty: 5401.094727
	Iteration 6F: 3 clusters Score -5914876 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -5917175.000000 Penalty: 5401.094727
	Iteration 7F: 3 clusters Score -5917175 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -5918646.500000 Penalty: 5401.094727
	Iteration 8F: 3 clusters Score -5918646 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -5919656.500000 Penalty: 5401.094727
	Iteration 9Q: 3 clusters Score -5919656 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -5920403.500000 Penalty: 5401.094727
	Iteration 10Q: 3 clusters Score -5920404 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -5920872.000000 Penalty: 5401.094727
	Iteration 11Q: 3 clusters Score -5920872 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -5921309.000000 Penalty: 5401.094727
	Iteration 12Q: 3 clusters Score -5921309 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -5921634.000000 Penalty: 5401.094727
	Iteration 13Q: 3 clusters Score -5921634 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -5921922.500000 Penalty: 5401.094727
	Iteration 14Q: 3 clusters Score -5921922 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -5922191.000000 Penalty: 5401.094727
	Iteration 15Q: 3 clusters Score -5922191 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -5922510.000000 Penalty: 5401.094727
	Iteration 16Q: 3 clusters Score -5922510 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -5922731.000000 Penalty: 5401.094727
	Iteration 17Q: 3 clusters Score -5922731 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -5922974.000000 Penalty: 5401.094727
	Iteration 18Q: 3 clusters Score -5922974 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -5923167.000000 Penalty: 5401.094727
	Iteration 19Q: 3 clusters Score -5923167 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -5923313.000000 Penalty: 5401.094727
	Iteration 20F: 3 clusters Score -5923313 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -5923465.000000 Penalty: 5401.094727
	Iteration 21Q: 3 clusters Score -5923465 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -5923576.000000 Penalty: 5401.094727
	Iteration 22Q: 3 clusters Score -5923576 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -5923716.500000 Penalty: 5401.094727
	Iteration 23Q: 3 clusters Score -5923716 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -5923803.500000 Penalty: 5401.094727
	Iteration 24Q: 3 clusters Score -5923804 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -5923931.500000 Penalty: 5401.094727
	Iteration 25Q: 3 clusters Score -5923932 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -5924048.000000 Penalty: 5401.094727
	Iteration 26Q: 3 clusters Score -5924048 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -5924176.000000 Penalty: 5401.094727
	Iteration 27Q: 3 clusters Score -5924176 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -5924280.500000 Penalty: 5401.094727
	Iteration 28Q: 3 clusters Score -5924280 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -5924411.000000 Penalty: 5401.094727
	Iteration 29Q: 3 clusters Score -5924411 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -5924547.000000 Penalty: 5401.094727
	Iteration 30Q: 3 clusters Score -5924547 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -5924695.500000 Penalty: 5401.094727
	Iteration 31Q: 3 clusters Score -5924696 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -5924882.500000 Penalty: 5401.094727
	Iteration 32Q: 3 clusters Score -5924882 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -5925089.500000 Penalty: 5401.094727
	Iteration 33Q: 3 clusters Score -5925090 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -5925278.500000 Penalty: 5401.094727
	Iteration 34Q: 3 clusters Score -5925278 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -5925423.000000 Penalty: 5401.094727
	Iteration 35Q: 3 clusters Score -5925423 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -5925478.000000 Penalty: 5401.094727
	Iteration 36Q: 3 clusters Score -5925478 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -5925546.000000 Penalty: 5401.094727
	Iteration 37Q: 3 clusters Score -5925546 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -5925550.000000 Penalty: 5401.094727
	Iteration 38Q: 3 clusters Score -5925550 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -5925559.000000 Penalty: 5401.094727
	Iteration 39Q: 3 clusters Score -5925559 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -5925578.000000 Penalty: 5401.094727
	Iteration 40F: 3 clusters Score -5925578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -5925576.000000 Penalty: 5401.094727
	Iteration 41Q: 3 clusters Score -5925576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -5925567.500000 Penalty: 5401.094727
	Iteration 42Q: 3 clusters Score -5925568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -5925572.500000 Penalty: 5401.094727
	Iteration 43Q: 3 clusters Score -5925572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -5925572.000000 Penalty: 5401.094727
	Iteration 44Q: 3 clusters Score -5925572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -5925577.000000 Penalty: 5401.094727
	Iteration 45Q: 3 clusters Score -5925577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -5925582.500000 Penalty: 5401.094727
	Iteration 46Q: 3 clusters Score -5925582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -5925578.000000 Penalty: 5401.094727
	Iteration 47Q: 3 clusters Score -5925578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -5925581.500000 Penalty: 5401.094727
	Iteration 48Q: 3 clusters Score -5925582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -5925580.500000 Penalty: 5401.094727
	Iteration 49Q: 3 clusters Score -5925580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -5925580.000000 Penalty: 5401.094727
	Iteration 50Q: 3 clusters Score -5925580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -5925581.500000 Penalty: 5401.094727
	Iteration 51Q: 3 clusters Score -5925582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -5925579.500000 Penalty: 5401.094727
	Iteration 52Q: 3 clusters Score -5925580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -5925581.000000 Penalty: 5401.094727
	Iteration 53Q: 3 clusters Score -5925581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -5925574.000000 Penalty: 5401.094727
	Iteration 54Q: 3 clusters Score -5925574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -5925579.500000 Penalty: 5401.094727
	Iteration 55Q: 3 clusters Score -5925580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -5925579.500000 Penalty: 5401.094727
	Iteration 56Q: 3 clusters Score -5925580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -5925579.500000 Penalty: 5401.094727
	Iteration 57F: 3 clusters Score -5925580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 78937 members 
Mstep: Class 3 contains 2777 members 
Mstep: Class 4 contains 22192 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 6 contains 11711 members 
Mstep: Class 7 contains 166258 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 1855 members 
Mstep: Class 10 contains 14820 members 
Mstep: Class 11 contains 21305 members 
Mstep: Class 12 contains 497 members 
Mstep: Class 13 contains 48410 members 
Mstep: Class 14 contains 16918 members 
Mstep: Class 15 contains 989 members 
Mstep: Class 16 contains 330185 members 
Mstep: Class 17 contains 5190 members 
Mstep: Class 21 contains 13062 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 115071 members 
Mstep: Class 24 contains 21971 members 
Entering Unmasked Estep 
Score: -97979712.000000 Penalty: 71408.312500
Splitting cluster 17 changes total score from -97972656.000000 to -97979712.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 21 (13062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Entering Unmasked Estep 
Score: -1388153.250000 Penalty: 2350.410645
	Iteration 0F: 2 clusters Score -1388153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1378595.250000 Penalty: 4700.821289
	Iteration 0F: 3 clusters Score -1378595 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1381652.000000 Penalty: 4700.821289
	Iteration 1F: 3 clusters Score -1381652 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1382186.125000 Penalty: 4700.821289
	Iteration 2F: 3 clusters Score -1382186 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1382855.000000 Penalty: 4700.821289
	Iteration 3F: 3 clusters Score -1382855 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1383643.250000 Penalty: 4700.821289
	Iteration 4F: 3 clusters Score -1383643 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1384397.875000 Penalty: 4700.821289
	Iteration 5F: 3 clusters Score -1384398 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1385170.875000 Penalty: 4700.821289
	Iteration 6F: 3 clusters Score -1385171 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1385805.000000 Penalty: 4700.821289
	Iteration 7F: 3 clusters Score -1385805 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1386227.000000 Penalty: 4700.821289
	Iteration 8Q: 3 clusters Score -1386227 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1386449.250000 Penalty: 4700.821289
	Iteration 9Q: 3 clusters Score -1386449 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1386591.375000 Penalty: 4700.821289
	Iteration 10Q: 3 clusters Score -1386591 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1386663.125000 Penalty: 4700.821289
	Iteration 11Q: 3 clusters Score -1386663 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1386722.750000 Penalty: 4700.821289
	Iteration 12Q: 3 clusters Score -1386723 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1386774.250000 Penalty: 4700.821289
	Iteration 13Q: 3 clusters Score -1386774 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1386813.250000 Penalty: 4700.821289
	Iteration 14Q: 3 clusters Score -1386813 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1386850.250000 Penalty: 4700.821289
	Iteration 15Q: 3 clusters Score -1386850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1386881.000000 Penalty: 4700.821289
	Iteration 16Q: 3 clusters Score -1386881 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1386914.750000 Penalty: 4700.821289
	Iteration 17Q: 3 clusters Score -1386915 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -1386937.750000 Penalty: 4700.821289
	Iteration 18Q: 3 clusters Score -1386938 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1386957.250000 Penalty: 4700.821289
	Iteration 19Q: 3 clusters Score -1386957 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1386982.875000 Penalty: 4700.821289
	Iteration 20F: 3 clusters Score -1386983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1386996.125000 Penalty: 4700.821289
	Iteration 21Q: 3 clusters Score -1386996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1387012.500000 Penalty: 4700.821289
	Iteration 22Q: 3 clusters Score -1387012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1387036.625000 Penalty: 4700.821289
	Iteration 23Q: 3 clusters Score -1387037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1387062.750000 Penalty: 4700.821289
	Iteration 24Q: 3 clusters Score -1387063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1387102.875000 Penalty: 4700.821289
	Iteration 25Q: 3 clusters Score -1387103 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1387181.750000 Penalty: 4700.821289
	Iteration 26Q: 3 clusters Score -1387182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1387335.250000 Penalty: 4700.821289
	Iteration 27Q: 3 clusters Score -1387335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1387414.000000 Penalty: 4700.821289
	Iteration 28Q: 3 clusters Score -1387414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1387463.500000 Penalty: 4700.821289
	Iteration 29Q: 3 clusters Score -1387464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1387485.250000 Penalty: 4700.821289
	Iteration 30Q: 3 clusters Score -1387485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1387496.000000 Penalty: 4700.821289
	Iteration 31Q: 3 clusters Score -1387496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1387505.250000 Penalty: 4700.821289
	Iteration 32Q: 3 clusters Score -1387505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1387511.375000 Penalty: 4700.821289
	Iteration 33Q: 3 clusters Score -1387511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1387514.000000 Penalty: 4700.821289
	Iteration 34Q: 3 clusters Score -1387514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1387513.750000 Penalty: 4700.821289
	Iteration 35Q: 3 clusters Score -1387514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1387514.875000 Penalty: 4700.821289
	Iteration 36Q: 3 clusters Score -1387515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1387515.500000 Penalty: 4700.821289
	Iteration 37Q: 3 clusters Score -1387516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1387518.750000 Penalty: 4700.821289
	Iteration 38Q: 3 clusters Score -1387519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1387518.750000 Penalty: 4700.821289
	Iteration 39F: 3 clusters Score -1387519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Entering Unmasked Estep 
Score: -367625.218750 Penalty: 2054.055908
	Iteration 0F: 2 clusters Score -367625.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -363814.125000 Penalty: 4108.111816
	Iteration 0F: 3 clusters Score -363814.1 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -364884.218750 Penalty: 4108.111816
	Iteration 1F: 3 clusters Score -364884.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -365266.062500 Penalty: 4108.111816
	Iteration 2F: 3 clusters Score -365266.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -365494.781250 Penalty: 4108.111816
	Iteration 3F: 3 clusters Score -365494.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -365685.406250 Penalty: 4108.111816
	Iteration 4F: 3 clusters Score -365685.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -365855.750000 Penalty: 4108.111816
	Iteration 5Q: 3 clusters Score -365855.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -366006.125000 Penalty: 4108.111816
	Iteration 6Q: 3 clusters Score -366006.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -366206.687500 Penalty: 4108.111816
	Iteration 7Q: 3 clusters Score -366206.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -366435.531250 Penalty: 4108.111816
	Iteration 8Q: 3 clusters Score -366435.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -366613.593750 Penalty: 4108.111816
	Iteration 9Q: 3 clusters Score -366613.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -366720.312500 Penalty: 4108.111816
	Iteration 10Q: 3 clusters Score -366720.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -366798.625000 Penalty: 4108.111816
	Iteration 11Q: 3 clusters Score -366798.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -366861.406250 Penalty: 4108.111816
	Iteration 12Q: 3 clusters Score -366861.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -366918.875000 Penalty: 4108.111816
	Iteration 13Q: 3 clusters Score -366918.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -366966.468750 Penalty: 4108.111816
	Iteration 14Q: 3 clusters Score -366966.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -367008.750000 Penalty: 4108.111816
	Iteration 15Q: 3 clusters Score -367008.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -367039.281250 Penalty: 4108.111816
	Iteration 16Q: 3 clusters Score -367039.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -367059.093750 Penalty: 4108.111816
	Iteration 17Q: 3 clusters Score -367059.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -367074.468750 Penalty: 4108.111816
	Iteration 18Q: 3 clusters Score -367074.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -367089.218750 Penalty: 4108.111816
	Iteration 19Q: 3 clusters Score -367089.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -367095.687500 Penalty: 4108.111816
	Iteration 20F: 3 clusters Score -367095.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -367099.781250 Penalty: 4108.111816
	Iteration 21Q: 3 clusters Score -367099.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -367102.218750 Penalty: 4108.111816
	Iteration 22Q: 3 clusters Score -367102.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -367103.156250 Penalty: 4108.111816
	Iteration 23Q: 3 clusters Score -367103.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -367104.093750 Penalty: 4108.111816
	Iteration 24Q: 3 clusters Score -367104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -367105.156250 Penalty: 4108.111816
	Iteration 25Q: 3 clusters Score -367105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -367105.187500 Penalty: 4108.111816
	Iteration 26Q: 3 clusters Score -367105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -367105.312500 Penalty: 4108.111816
	Iteration 27Q: 3 clusters Score -367105.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -367106.562500 Penalty: 4108.111816
	Iteration 28Q: 3 clusters Score -367106.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -367108.656250 Penalty: 4108.111816
	Iteration 29Q: 3 clusters Score -367108.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -367111.093750 Penalty: 4108.111816
	Iteration 30Q: 3 clusters Score -367111.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -367112.843750 Penalty: 4108.111816
	Iteration 31Q: 3 clusters Score -367112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -367113.968750 Penalty: 4108.111816
	Iteration 32Q: 3 clusters Score -367114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -367114.687500 Penalty: 4108.111816
	Iteration 33Q: 3 clusters Score -367114.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -367115.750000 Penalty: 4108.111816
	Iteration 34Q: 3 clusters Score -367115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -367115.875000 Penalty: 4108.111816
	Iteration 35Q: 3 clusters Score -367115.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -367117.125000 Penalty: 4108.111816
	Iteration 36Q: 3 clusters Score -367117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -367117.437500 Penalty: 4108.111816
	Iteration 37Q: 3 clusters Score -367117.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -367118.156250 Penalty: 4108.111816
	Iteration 38Q: 3 clusters Score -367118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -367119.218750 Penalty: 4108.111816
	Iteration 39Q: 3 clusters Score -367119.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -367120.437500 Penalty: 4108.111816
	Iteration 40F: 3 clusters Score -367120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -367120.843750 Penalty: 4108.111816
	Iteration 41Q: 3 clusters Score -367120.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -367122.750000 Penalty: 4108.111816
	Iteration 42Q: 3 clusters Score -367122.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -367122.375000 Penalty: 4108.111816
	Iteration 43Q: 3 clusters Score -367122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -367122.375000 Penalty: 4108.111816
	Iteration 44F: 3 clusters Score -367122.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (115071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115071 members 
Entering Unmasked Estep 
Score: -13025909.000000 Penalty: 2890.019531
	Iteration 0F: 2 clusters Score -1.302591e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57576 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
Score: -12949040.000000 Penalty: 5780.039062
	Iteration 0F: 3 clusters Score -1.294904e+07 nChanged 54570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 57663 members 
Entering Unmasked Estep 
Score: -12980247.000000 Penalty: 5780.039062
	Iteration 1F: 3 clusters Score -1.298025e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 57876 members 
Entering Unmasked Estep 
Score: -12981240.000000 Penalty: 5780.039062
	Iteration 2Q: 3 clusters Score -1.298124e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -12982508.000000 Penalty: 5780.039062
	Iteration 3Q: 3 clusters Score -1.298251e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 59048 members 
Entering Unmasked Estep 
Score: -12984178.000000 Penalty: 5780.039062
	Iteration 4Q: 3 clusters Score -1.298418e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -12986199.000000 Penalty: 5780.039062
	Iteration 5Q: 3 clusters Score -1.29862e+07 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53011 members 
Mstep: Class 2 contains 62060 members 
Entering Unmasked Estep 
Score: -12988526.000000 Penalty: 5780.039062
	Iteration 6Q: 3 clusters Score -1.298853e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 64506 members 
Entering Unmasked Estep 
Score: -12990976.000000 Penalty: 5780.039062
	Iteration 7F: 3 clusters Score -1.299098e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -12993474.000000 Penalty: 5780.039062
	Iteration 8F: 3 clusters Score -1.299347e+07 nChanged 5842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -12996166.000000 Penalty: 5780.039062
	Iteration 9F: 3 clusters Score -1.299617e+07 nChanged 5817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 76927 members 
Entering Unmasked Estep 
Score: -12999006.000000 Penalty: 5780.039062
	Iteration 10F: 3 clusters Score -1.299901e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 82480 members 
Entering Unmasked Estep 
Score: -13002303.000000 Penalty: 5780.039062
	Iteration 11F: 3 clusters Score -1.30023e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 88342 members 
Entering Unmasked Estep 
Score: -13006015.000000 Penalty: 5780.039062
	Iteration 12F: 3 clusters Score -1.300602e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 94331 members 
Entering Unmasked Estep 
Score: -13009954.000000 Penalty: 5780.039062
	Iteration 13F: 3 clusters Score -1.300995e+07 nChanged 5687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 100014 members 
Entering Unmasked Estep 
Score: -13014205.000000 Penalty: 5780.039062
	Iteration 14Q: 3 clusters Score -1.30142e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 104741 members 
Entering Unmasked Estep 
Score: -13017648.000000 Penalty: 5780.039062
	Iteration 15Q: 3 clusters Score -1.301765e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 108232 members 
Entering Unmasked Estep 
Score: -13020117.000000 Penalty: 5780.039062
	Iteration 16Q: 3 clusters Score -1.302012e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 110579 members 
Entering Unmasked Estep 
Score: -13021753.000000 Penalty: 5780.039062
	Iteration 17Q: 3 clusters Score -1.302175e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 112004 members 
Entering Unmasked Estep 
Score: -13022786.000000 Penalty: 5780.039062
	Iteration 18Q: 3 clusters Score -1.302279e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 112838 members 
Entering Unmasked Estep 
Score: -13023373.000000 Penalty: 5780.039062
	Iteration 19Q: 3 clusters Score -1.302337e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 113277 members 
Entering Unmasked Estep 
Score: -13023644.000000 Penalty: 5780.039062
	Iteration 20F: 3 clusters Score -1.302364e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 113502 members 
Entering Unmasked Estep 
Score: -13023738.000000 Penalty: 5780.039062
	Iteration 21Q: 3 clusters Score -1.302374e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 113649 members 
Entering Unmasked Estep 
Score: -13023806.000000 Penalty: 5780.039062
	Iteration 22Q: 3 clusters Score -1.302381e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 113748 members 
Entering Unmasked Estep 
Score: -13023875.000000 Penalty: 5780.039062
	Iteration 23Q: 3 clusters Score -1.302388e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 113808 members 
Entering Unmasked Estep 
Score: -13023896.000000 Penalty: 5780.039062
	Iteration 24Q: 3 clusters Score -1.30239e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 113853 members 
Entering Unmasked Estep 
Score: -13023925.000000 Penalty: 5780.039062
	Iteration 25Q: 3 clusters Score -1.302392e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 113877 members 
Entering Unmasked Estep 
Score: -13023957.000000 Penalty: 5780.039062
	Iteration 26Q: 3 clusters Score -1.302396e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 113896 members 
Entering Unmasked Estep 
Score: -13023952.000000 Penalty: 5780.039062
	Iteration 27Q: 3 clusters Score -1.302395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 113918 members 
Entering Unmasked Estep 
Score: -13023942.000000 Penalty: 5780.039062
	Iteration 28Q: 3 clusters Score -1.302394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 113932 members 
Entering Unmasked Estep 
Score: -13023952.000000 Penalty: 5780.039062
	Iteration 29Q: 3 clusters Score -1.302395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 113936 members 
Entering Unmasked Estep 
Score: -13023957.000000 Penalty: 5780.039062
	Iteration 30Q: 3 clusters Score -1.302396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 113938 members 
Entering Unmasked Estep 
Score: -13023954.000000 Penalty: 5780.039062
	Iteration 31Q: 3 clusters Score -1.302395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 113943 members 
Entering Unmasked Estep 
Score: -13023952.000000 Penalty: 5780.039062
	Iteration 32Q: 3 clusters Score -1.302395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 113946 members 
Entering Unmasked Estep 
Score: -13023941.000000 Penalty: 5780.039062
	Iteration 33Q: 3 clusters Score -1.302394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 113948 members 
Entering Unmasked Estep 
Score: -13023942.000000 Penalty: 5780.039062
	Iteration 34Q: 3 clusters Score -1.302394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 113948 members 
Entering Unmasked Estep 
Score: -13023939.000000 Penalty: 5780.039062
	Iteration 35Q: 3 clusters Score -1.302394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 113948 members 
Entering Unmasked Estep 
Score: -13023939.000000 Penalty: 5780.039062
	Iteration 36F: 3 clusters Score -1.302394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Entering Unmasked Estep 
Score: -2462636.000000 Penalty: 2479.374756
	Iteration 0F: 2 clusters Score -2462636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2447456.500000 Penalty: 4958.749512
	Iteration 0F: 3 clusters Score -2447456 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2452552.750000 Penalty: 4958.749512
	Iteration 1F: 3 clusters Score -2452553 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2453065.500000 Penalty: 4958.749512
	Iteration 2F: 3 clusters Score -2453066 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -2453506.750000 Penalty: 4958.749512
	Iteration 3Q: 3 clusters Score -2453507 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2453942.000000 Penalty: 4958.749512
	Iteration 4Q: 3 clusters Score -2453942 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2454325.500000 Penalty: 4958.749512
	Iteration 5Q: 3 clusters Score -2454326 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -2454739.000000 Penalty: 4958.749512
	Iteration 6Q: 3 clusters Score -2454739 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2455194.250000 Penalty: 4958.749512
	Iteration 7Q: 3 clusters Score -2455194 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2455711.500000 Penalty: 4958.749512
	Iteration 8Q: 3 clusters Score -2455712 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -2456413.250000 Penalty: 4958.749512
	Iteration 9F: 3 clusters Score -2456413 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -2457252.250000 Penalty: 4958.749512
	Iteration 10F: 3 clusters Score -2457252 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2458188.750000 Penalty: 4958.749512
	Iteration 11F: 3 clusters Score -2458189 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2459111.250000 Penalty: 4958.749512
	Iteration 12F: 3 clusters Score -2459111 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2459866.500000 Penalty: 4958.749512
	Iteration 13Q: 3 clusters Score -2459866 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2460368.000000 Penalty: 4958.749512
	Iteration 14Q: 3 clusters Score -2460368 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2460671.000000 Penalty: 4958.749512
	Iteration 15Q: 3 clusters Score -2460671 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2460848.250000 Penalty: 4958.749512
	Iteration 16Q: 3 clusters Score -2460848 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2460952.250000 Penalty: 4958.749512
	Iteration 17Q: 3 clusters Score -2460952 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2461018.500000 Penalty: 4958.749512
	Iteration 18Q: 3 clusters Score -2461018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2461047.750000 Penalty: 4958.749512
	Iteration 19Q: 3 clusters Score -2461048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2461076.750000 Penalty: 4958.749512
	Iteration 20F: 3 clusters Score -2461077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2461089.250000 Penalty: 4958.749512
	Iteration 21Q: 3 clusters Score -2461089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2461096.750000 Penalty: 4958.749512
	Iteration 22Q: 3 clusters Score -2461097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2461104.750000 Penalty: 4958.749512
	Iteration 23Q: 3 clusters Score -2461105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2461107.250000 Penalty: 4958.749512
	Iteration 24Q: 3 clusters Score -2461107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2461109.000000 Penalty: 4958.749512
	Iteration 25Q: 3 clusters Score -2461109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2461117.500000 Penalty: 4958.749512
	Iteration 26Q: 3 clusters Score -2461118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2461122.250000 Penalty: 4958.749512
	Iteration 27Q: 3 clusters Score -2461122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2461127.250000 Penalty: 4958.749512
	Iteration 28Q: 3 clusters Score -2461127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2461128.750000 Penalty: 4958.749512
	Iteration 29Q: 3 clusters Score -2461129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2461131.250000 Penalty: 4958.749512
	Iteration 30Q: 3 clusters Score -2461131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2461130.500000 Penalty: 4958.749512
	Iteration 31Q: 3 clusters Score -2461130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2461130.500000 Penalty: 4958.749512
	Iteration 32F: 3 clusters Score -2461130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 78937 members 
Mstep: Class 3 contains 2777 members 
Mstep: Class 6 contains 11711 members 
Mstep: Class 7 contains 166258 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 1855 members 
Mstep: Class 10 contains 14820 members 
Mstep: Class 11 contains 21305 members 
Mstep: Class 14 contains 16918 members 
Mstep: Class 15 contains 989 members 
Mstep: Class 16 contains 330185 members 
Mstep: Class 17 contains 5190 members 
Mstep: Class 21 contains 13062 members 
Mstep: Class 22 contains 3954 members 
Mstep: Class 23 contains 115071 members 
Mstep: Class 24 contains 21971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97981736.000000 Penalty: 71408.312500
Iteration 39Q: 22 clusters Score -9.798174e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 79998 members 
Mstep: Class 3 contains 2777 members 
Mstep: Class 4 contains 22675 members 
Mstep: Class 5 contains 340 members 
Mstep: Class 6 contains 11719 members 
Mstep: Class 7 contains 165782 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 1863 members 
Mstep: Class 10 contains 14816 members 
Mstep: Class 11 contains 21263 members 
Mstep: Class 12 contains 492 members 
Mstep: Class 13 contains 47158 members 
Mstep: Class 14 contains 16813 members 
Mstep: Class 15 contains 1105 members 
Mstep: Class 16 contains 330100 members 
Mstep: Class 17 contains 5296 members 
Mstep: Class 21 contains 12994 members 
Mstep: Class 22 contains 4081 members 
Mstep: Class 23 contains 114994 members 
Mstep: Class 24 contains 22012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97984144.000000 Penalty: 71408.312500
Iteration 40F: 22 clusters Score -9.798414e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 1568 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 80861 members 
Mstep: Class 3 contains 2777 members 
Mstep: Class 4 contains 23576 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 6 contains 11718 members 
Mstep: Class 7 contains 164790 members 
Mstep: Class 8 contains 2864 members 
Mstep: Class 9 contains 1862 members 
Mstep: Class 10 contains 14819 members 
Mstep: Class 11 contains 21187 members 
Mstep: Class 12 contains 503 members 
Mstep: Class 13 contains 47762 members 
Mstep: Class 14 contains 16703 members 
Mstep: Class 15 contains 1142 members 
Mstep: Class 16 contains 328887 members 
Mstep: Class 17 contains 5335 members 
Mstep: Class 21 contains 12930 members 
Mstep: Class 22 contains 4141 members 
Mstep: Class 23 contains 114794 members 
Mstep: Class 24 contains 22026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97988808.000000 Penalty: 71408.312500
Iteration 41Q: 22 clusters Score -9.798881e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 81695 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 24136 members 
Mstep: Class 5 contains 372 members 
Mstep: Class 6 contains 11720 members 
Mstep: Class 7 contains 163847 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 1863 members 
Mstep: Class 10 contains 14786 members 
Mstep: Class 11 contains 21127 members 
Mstep: Class 12 contains 509 members 
Mstep: Class 13 contains 48068 members 
Mstep: Class 14 contains 16606 members 
Mstep: Class 15 contains 1153 members 
Mstep: Class 16 contains 328268 members 
Mstep: Class 17 contains 5435 members 
Mstep: Class 21 contains 12859 members 
Mstep: Class 22 contains 4210 members 
Mstep: Class 23 contains 114606 members 
Mstep: Class 24 contains 22050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97990496.000000 Penalty: 71408.312500
Iteration 42Q: 22 clusters Score -9.79905e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 82511 members 
Mstep: Class 3 contains 2770 members 
Mstep: Class 4 contains 24533 members 
Mstep: Class 5 contains 365 members 
Mstep: Class 6 contains 11717 members 
Mstep: Class 7 contains 162925 members 
Mstep: Class 8 contains 3073 members 
Mstep: Class 9 contains 1868 members 
Mstep: Class 10 contains 14738 members 
Mstep: Class 11 contains 21056 members 
Mstep: Class 12 contains 514 members 
Mstep: Class 13 contains 48353 members 
Mstep: Class 14 contains 16519 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 327836 members 
Mstep: Class 17 contains 5565 members 
Mstep: Class 21 contains 12796 members 
Mstep: Class 22 contains 4270 members 
Mstep: Class 23 contains 114433 members 
Mstep: Class 24 contains 22061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97991872.000000 Penalty: 71408.312500
Iteration 43Q: 22 clusters Score -9.799187e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 83254 members 
Mstep: Class 3 contains 2768 members 
Mstep: Class 4 contains 24859 members 
Mstep: Class 5 contains 359 members 
Mstep: Class 6 contains 11709 members 
Mstep: Class 7 contains 162062 members 
Mstep: Class 8 contains 3153 members 
Mstep: Class 9 contains 1872 members 
Mstep: Class 10 contains 14694 members 
Mstep: Class 11 contains 20995 members 
Mstep: Class 12 contains 521 members 
Mstep: Class 13 contains 48496 members 
Mstep: Class 14 contains 16441 members 
Mstep: Class 15 contains 1165 members 
Mstep: Class 16 contains 327554 members 
Mstep: Class 17 contains 5715 members 
Mstep: Class 21 contains 12728 members 
Mstep: Class 22 contains 4331 members 
Mstep: Class 23 contains 114316 members 
Mstep: Class 24 contains 22086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97992952.000000 Penalty: 71408.312500
Iteration 44Q: 22 clusters Score -9.799295e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 83904 members 
Mstep: Class 3 contains 2768 members 
Mstep: Class 4 contains 25095 members 
Mstep: Class 5 contains 355 members 
Mstep: Class 6 contains 11699 members 
Mstep: Class 7 contains 161301 members 
Mstep: Class 8 contains 3240 members 
Mstep: Class 9 contains 1876 members 
Mstep: Class 10 contains 14654 members 
Mstep: Class 11 contains 20938 members 
Mstep: Class 12 contains 526 members 
Mstep: Class 13 contains 48625 members 
Mstep: Class 14 contains 16361 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 327352 members 
Mstep: Class 17 contains 5845 members 
Mstep: Class 21 contains 12666 members 
Mstep: Class 22 contains 4378 members 
Mstep: Class 23 contains 114227 members 
Mstep: Class 24 contains 22107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97994016.000000 Penalty: 71408.312500
Iteration 45Q: 22 clusters Score -9.799402e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 84534 members 
Mstep: Class 3 contains 2765 members 
Mstep: Class 4 contains 25284 members 
Mstep: Class 5 contains 344 members 
Mstep: Class 6 contains 11685 members 
Mstep: Class 7 contains 160538 members 
Mstep: Class 8 contains 3316 members 
Mstep: Class 9 contains 1885 members 
Mstep: Class 10 contains 14617 members 
Mstep: Class 11 contains 20902 members 
Mstep: Class 12 contains 530 members 
Mstep: Class 13 contains 48775 members 
Mstep: Class 14 contains 16292 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 16 contains 327192 members 
Mstep: Class 17 contains 5961 members 
Mstep: Class 21 contains 12613 members 
Mstep: Class 22 contains 4428 members 
Mstep: Class 23 contains 114141 members 
Mstep: Class 24 contains 22124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97994784.000000 Penalty: 71408.312500
Iteration 46Q: 22 clusters Score -9.799478e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 85128 members 
Mstep: Class 3 contains 2764 members 
Mstep: Class 4 contains 25404 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 6 contains 11668 members 
Mstep: Class 7 contains 159869 members 
Mstep: Class 8 contains 3389 members 
Mstep: Class 9 contains 1892 members 
Mstep: Class 10 contains 14564 members 
Mstep: Class 11 contains 20866 members 
Mstep: Class 12 contains 531 members 
Mstep: Class 13 contains 48874 members 
Mstep: Class 14 contains 16252 members 
Mstep: Class 15 contains 1179 members 
Mstep: Class 16 contains 327025 members 
Mstep: Class 17 contains 6082 members 
Mstep: Class 21 contains 12570 members 
Mstep: Class 22 contains 4485 members 
Mstep: Class 23 contains 114080 members 
Mstep: Class 24 contains 22138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97995480.000000 Penalty: 71408.312500
Iteration 47Q: 22 clusters Score -9.799548e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 85709 members 
Mstep: Class 3 contains 2764 members 
Mstep: Class 4 contains 25538 members 
Mstep: Class 5 contains 333 members 
Mstep: Class 6 contains 11651 members 
Mstep: Class 7 contains 159308 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 1896 members 
Mstep: Class 10 contains 14520 members 
Mstep: Class 11 contains 20838 members 
Mstep: Class 12 contains 533 members 
Mstep: Class 13 contains 48921 members 
Mstep: Class 14 contains 16221 members 
Mstep: Class 15 contains 1183 members 
Mstep: Class 16 contains 326820 members 
Mstep: Class 17 contains 6176 members 
Mstep: Class 21 contains 12521 members 
Mstep: Class 22 contains 4518 members 
Mstep: Class 23 contains 114016 members 
Mstep: Class 24 contains 22149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97996272.000000 Penalty: 71408.312500
Iteration 48Q: 22 clusters Score -9.799627e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 86240 members 
Mstep: Class 3 contains 2763 members 
Mstep: Class 4 contains 25682 members 
Mstep: Class 5 contains 330 members 
Mstep: Class 6 contains 11629 members 
Mstep: Class 7 contains 158758 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 1899 members 
Mstep: Class 10 contains 14455 members 
Mstep: Class 11 contains 20813 members 
Mstep: Class 12 contains 537 members 
Mstep: Class 13 contains 48961 members 
Mstep: Class 14 contains 16196 members 
Mstep: Class 15 contains 1181 members 
Mstep: Class 16 contains 326654 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 21 contains 12489 members 
Mstep: Class 22 contains 4544 members 
Mstep: Class 23 contains 113957 members 
Mstep: Class 24 contains 22155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97996888.000000 Penalty: 71408.312500
Iteration 49Q: 22 clusters Score -9.799689e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 86774 members 
Mstep: Class 3 contains 2763 members 
Mstep: Class 4 contains 25824 members 
Mstep: Class 5 contains 328 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 158220 members 
Mstep: Class 8 contains 3587 members 
Mstep: Class 9 contains 1901 members 
Mstep: Class 10 contains 14407 members 
Mstep: Class 11 contains 20791 members 
Mstep: Class 12 contains 542 members 
Mstep: Class 13 contains 49050 members 
Mstep: Class 14 contains 16165 members 
Mstep: Class 15 contains 1177 members 
Mstep: Class 16 contains 326444 members 
Mstep: Class 17 contains 6345 members 
Mstep: Class 21 contains 12444 members 
Mstep: Class 22 contains 4561 members 
Mstep: Class 23 contains 113918 members 
Mstep: Class 24 contains 22173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97997512.000000 Penalty: 71408.312500
Iteration 50Q: 22 clusters Score -9.799751e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 87234 members 
Mstep: Class 3 contains 2763 members 
Mstep: Class 4 contains 25927 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 11583 members 
Mstep: Class 7 contains 157719 members 
Mstep: Class 8 contains 3642 members 
Mstep: Class 9 contains 1904 members 
Mstep: Class 10 contains 14360 members 
Mstep: Class 11 contains 20772 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 49124 members 
Mstep: Class 14 contains 16143 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 326305 members 
Mstep: Class 17 contains 6429 members 
Mstep: Class 21 contains 12397 members 
Mstep: Class 22 contains 4579 members 
Mstep: Class 23 contains 113888 members 
Mstep: Class 24 contains 22185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97998072.000000 Penalty: 71408.312500
Iteration 51Q: 22 clusters Score -9.799807e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 87658 members 
Mstep: Class 3 contains 2763 members 
Mstep: Class 4 contains 26032 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 11565 members 
Mstep: Class 7 contains 157262 members 
Mstep: Class 8 contains 3676 members 
Mstep: Class 9 contains 1904 members 
Mstep: Class 10 contains 14315 members 
Mstep: Class 11 contains 20739 members 
Mstep: Class 12 contains 544 members 
Mstep: Class 13 contains 49206 members 
Mstep: Class 14 contains 16123 members 
Mstep: Class 15 contains 1169 members 
Mstep: Class 16 contains 326190 members 
Mstep: Class 17 contains 6508 members 
Mstep: Class 21 contains 12351 members 
Mstep: Class 22 contains 4590 members 
Mstep: Class 23 contains 113876 members 
Mstep: Class 24 contains 22187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97998488.000000 Penalty: 71408.312500
Iteration 52Q: 22 clusters Score -9.799849e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 88062 members 
Mstep: Class 3 contains 2761 members 
Mstep: Class 4 contains 26093 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 11547 members 
Mstep: Class 7 contains 156867 members 
Mstep: Class 8 contains 3703 members 
Mstep: Class 9 contains 1904 members 
Mstep: Class 10 contains 14264 members 
Mstep: Class 11 contains 20722 members 
Mstep: Class 12 contains 546 members 
Mstep: Class 13 contains 49303 members 
Mstep: Class 14 contains 16105 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 326084 members 
Mstep: Class 17 contains 6568 members 
Mstep: Class 21 contains 12298 members 
Mstep: Class 22 contains 4603 members 
Mstep: Class 23 contains 113856 members 
Mstep: Class 24 contains 22190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97998968.000000 Penalty: 71408.312500
Iteration 53Q: 22 clusters Score -9.799897e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 88456 members 
Mstep: Class 3 contains 2760 members 
Mstep: Class 4 contains 26162 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 11531 members 
Mstep: Class 7 contains 156475 members 
Mstep: Class 8 contains 3723 members 
Mstep: Class 9 contains 1904 members 
Mstep: Class 10 contains 14218 members 
Mstep: Class 11 contains 20711 members 
Mstep: Class 12 contains 546 members 
Mstep: Class 13 contains 49405 members 
Mstep: Class 14 contains 16093 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 325973 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 21 contains 12262 members 
Mstep: Class 22 contains 4614 members 
Mstep: Class 23 contains 113830 members 
Mstep: Class 24 contains 22192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999272.000000 Penalty: 71408.312500
Iteration 54Q: 22 clusters Score -9.799927e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 88817 members 
Mstep: Class 3 contains 2761 members 
Mstep: Class 4 contains 26213 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 11515 members 
Mstep: Class 7 contains 156139 members 
Mstep: Class 8 contains 3743 members 
Mstep: Class 9 contains 1904 members 
Mstep: Class 10 contains 14147 members 
Mstep: Class 11 contains 20697 members 
Mstep: Class 12 contains 547 members 
Mstep: Class 13 contains 49521 members 
Mstep: Class 14 contains 16066 members 
Mstep: Class 15 contains 1157 members 
Mstep: Class 16 contains 325853 members 
Mstep: Class 17 contains 6658 members 
Mstep: Class 21 contains 12235 members 
Mstep: Class 22 contains 4628 members 
Mstep: Class 23 contains 113815 members 
Mstep: Class 24 contains 22203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999776.000000 Penalty: 71408.312500
Iteration 55Q: 22 clusters Score -9.799978e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 89163 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 26260 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 11502 members 
Mstep: Class 7 contains 155800 members 
Mstep: Class 8 contains 3757 members 
Mstep: Class 9 contains 1904 members 
Mstep: Class 10 contains 14090 members 
Mstep: Class 11 contains 20688 members 
Mstep: Class 12 contains 549 members 
Mstep: Class 13 contains 49649 members 
Mstep: Class 14 contains 16043 members 
Mstep: Class 15 contains 1158 members 
Mstep: Class 16 contains 325739 members 
Mstep: Class 17 contains 6687 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 4637 members 
Mstep: Class 23 contains 113804 members 
Mstep: Class 24 contains 22213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -97999824.000000 Penalty: 71408.312500
Iteration 56Q: 22 clusters Score -9.799982e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 89484 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 26312 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 11483 members 
Mstep: Class 7 contains 155508 members 
Mstep: Class 8 contains 3771 members 
Mstep: Class 9 contains 1904 members 
Mstep: Class 10 contains 14026 members 
Mstep: Class 11 contains 20672 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 49747 members 
Mstep: Class 14 contains 16025 members 
Mstep: Class 15 contains 1158 members 
Mstep: Class 16 contains 325638 members 
Mstep: Class 17 contains 6713 members 
Mstep: Class 21 contains 12171 members 
Mstep: Class 22 contains 4646 members 
Mstep: Class 23 contains 113797 members 
Mstep: Class 24 contains 22215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000336.000000 Penalty: 71408.312500
Iteration 57Q: 22 clusters Score -9.800034e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 89789 members 
Mstep: Class 3 contains 2760 members 
Mstep: Class 4 contains 26354 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 11475 members 
Mstep: Class 7 contains 155200 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 1904 members 
Mstep: Class 10 contains 13966 members 
Mstep: Class 11 contains 20669 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 49825 members 
Mstep: Class 14 contains 16011 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 325595 members 
Mstep: Class 17 contains 6732 members 
Mstep: Class 21 contains 12135 members 
Mstep: Class 22 contains 4652 members 
Mstep: Class 23 contains 113776 members 
Mstep: Class 24 contains 22221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000336.000000 Penalty: 71408.312500
Iteration 58Q: 22 clusters Score -9.800034e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 90020 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 26384 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 11460 members 
Mstep: Class 7 contains 154949 members 
Mstep: Class 8 contains 3788 members 
Mstep: Class 9 contains 1904 members 
Mstep: Class 10 contains 13908 members 
Mstep: Class 11 contains 20664 members 
Mstep: Class 12 contains 551 members 
Mstep: Class 13 contains 49901 members 
Mstep: Class 14 contains 15993 members 
Mstep: Class 15 contains 1154 members 
Mstep: Class 16 contains 325604 members 
Mstep: Class 17 contains 6749 members 
Mstep: Class 21 contains 12096 members 
Mstep: Class 22 contains 4661 members 
Mstep: Class 23 contains 113750 members 
Mstep: Class 24 contains 22230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98000408.000000 Penalty: 71408.312500
Iteration 59Q: 22 clusters Score -9.800041e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 1541 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 90250 members 
Mstep: Class 3 contains 2759 members 
Mstep: Class 4 contains 26401 members 
Mstep: Class 5 contains 326 members 
Mstep: Class 6 contains 11437 members 
Mstep: Class 7 contains 154756 members 
Mstep: Class 8 contains 3791 members 
Mstep: Class 9 contains 1904 members 
Mstep: Class 10 contains 13843 members 
Mstep: Class 11 contains 20655 members 
Mstep: Class 12 contains 550 members 
Mstep: Class 13 contains 49990 members 
Mstep: Class 14 contains 15971 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 325578 members 
Mstep: Class 17 contains 6763 members 
Mstep: Class 21 contains 12056 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 113713 members 
Mstep: Class 24 contains 22238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98067672.000000 Penalty: 71408.312500
Iteration 60F: 22 clusters Score -9.806767e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 484 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 90449 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 26432 members 
Mstep: Class 5 contains 1379 members 
Mstep: Class 6 contains 11415 members 
Mstep: Class 7 contains 154546 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 1904 members 
Mstep: Class 10 contains 13770 members 
Mstep: Class 11 contains 20649 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 50037 members 
Mstep: Class 14 contains 15945 members 
Mstep: Class 15 contains 1155 members 
Mstep: Class 16 contains 325637 members 
Mstep: Class 17 contains 6778 members 
Mstep: Class 21 contains 12015 members 
Mstep: Class 22 contains 4676 members 
Mstep: Class 23 contains 113683 members 
Mstep: Class 24 contains 22242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98092568.000000 Penalty: 71408.312500
Iteration 61Q: 22 clusters Score -9.809257e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 90616 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 26459 members 
Mstep: Class 5 contains 1370 members 
Mstep: Class 6 contains 11395 members 
Mstep: Class 7 contains 154319 members 
Mstep: Class 8 contains 3796 members 
Mstep: Class 9 contains 1922 members 
Mstep: Class 10 contains 13697 members 
Mstep: Class 11 contains 20642 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 50082 members 
Mstep: Class 14 contains 15933 members 
Mstep: Class 15 contains 1155 members 
Mstep: Class 16 contains 325761 members 
Mstep: Class 17 contains 6792 members 
Mstep: Class 21 contains 11974 members 
Mstep: Class 22 contains 4677 members 
Mstep: Class 23 contains 113654 members 
Mstep: Class 24 contains 22237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98092584.000000 Penalty: 71408.312500
Iteration 62Q: 22 clusters Score -9.809258e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 90757 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 26487 members 
Mstep: Class 5 contains 1364 members 
Mstep: Class 6 contains 11379 members 
Mstep: Class 7 contains 154141 members 
Mstep: Class 8 contains 3797 members 
Mstep: Class 9 contains 1927 members 
Mstep: Class 10 contains 13632 members 
Mstep: Class 11 contains 20640 members 
Mstep: Class 12 contains 555 members 
Mstep: Class 13 contains 50141 members 
Mstep: Class 14 contains 15917 members 
Mstep: Class 15 contains 1157 members 
Mstep: Class 16 contains 325805 members 
Mstep: Class 17 contains 6799 members 
Mstep: Class 21 contains 11938 members 
Mstep: Class 22 contains 4682 members 
Mstep: Class 23 contains 113635 members 
Mstep: Class 24 contains 22241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98092592.000000 Penalty: 71408.312500
Iteration 63Q: 22 clusters Score -9.809259e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 90887 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 26501 members 
Mstep: Class 5 contains 1360 members 
Mstep: Class 6 contains 11361 members 
Mstep: Class 7 contains 154019 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 1932 members 
Mstep: Class 10 contains 13575 members 
Mstep: Class 11 contains 20639 members 
Mstep: Class 12 contains 557 members 
Mstep: Class 13 contains 50199 members 
Mstep: Class 14 contains 15905 members 
Mstep: Class 15 contains 1157 members 
Mstep: Class 16 contains 325807 members 
Mstep: Class 17 contains 6808 members 
Mstep: Class 21 contains 11901 members 
Mstep: Class 22 contains 4683 members 
Mstep: Class 23 contains 113620 members 
Mstep: Class 24 contains 22247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98092696.000000 Penalty: 71408.312500
Iteration 64Q: 22 clusters Score -9.80927e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 91006 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 26513 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 11344 members 
Mstep: Class 7 contains 153919 members 
Mstep: Class 8 contains 3803 members 
Mstep: Class 9 contains 1934 members 
Mstep: Class 10 contains 13529 members 
Mstep: Class 11 contains 20642 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 50275 members 
Mstep: Class 14 contains 15898 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 325758 members 
Mstep: Class 17 contains 6811 members 
Mstep: Class 21 contains 11870 members 
Mstep: Class 22 contains 4685 members 
Mstep: Class 23 contains 113615 members 
Mstep: Class 24 contains 22252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98092848.000000 Penalty: 71408.312500
Iteration 65Q: 22 clusters Score -9.809285e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 91134 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 26516 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 11329 members 
Mstep: Class 7 contains 153824 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 1935 members 
Mstep: Class 10 contains 13456 members 
Mstep: Class 11 contains 20642 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 50359 members 
Mstep: Class 14 contains 15897 members 
Mstep: Class 15 contains 1159 members 
Mstep: Class 16 contains 325720 members 
Mstep: Class 17 contains 6815 members 
Mstep: Class 21 contains 11835 members 
Mstep: Class 22 contains 4688 members 
Mstep: Class 23 contains 113596 members 
Mstep: Class 24 contains 22249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98092976.000000 Penalty: 71408.312500
Iteration 66Q: 22 clusters Score -9.809298e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 91265 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 26516 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 11317 members 
Mstep: Class 7 contains 153718 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 13390 members 
Mstep: Class 11 contains 20624 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 50445 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 325722 members 
Mstep: Class 17 contains 6818 members 
Mstep: Class 21 contains 11804 members 
Mstep: Class 22 contains 4691 members 
Mstep: Class 23 contains 113571 members 
Mstep: Class 24 contains 22249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98093000.000000 Penalty: 71408.312500
Iteration 67Q: 22 clusters Score -9.8093e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 91412 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 26516 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 11309 members 
Mstep: Class 7 contains 153584 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 13331 members 
Mstep: Class 11 contains 20621 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 50517 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 325701 members 
Mstep: Class 17 contains 6819 members 
Mstep: Class 21 contains 11776 members 
Mstep: Class 22 contains 4696 members 
Mstep: Class 23 contains 113565 members 
Mstep: Class 24 contains 22249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98093072.000000 Penalty: 71408.312500
Iteration 68Q: 22 clusters Score -9.809307e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 91530 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 26528 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 11300 members 
Mstep: Class 7 contains 153472 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 13279 members 
Mstep: Class 11 contains 20620 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 50577 members 
Mstep: Class 14 contains 15883 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 325696 members 
Mstep: Class 17 contains 6820 members 
Mstep: Class 21 contains 11746 members 
Mstep: Class 22 contains 4698 members 
Mstep: Class 23 contains 113557 members 
Mstep: Class 24 contains 22247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98093288.000000 Penalty: 71408.312500
Iteration 69Q: 22 clusters Score -9.809329e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 91637 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 26544 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 11295 members 
Mstep: Class 7 contains 153360 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 20620 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 50614 members 
Mstep: Class 14 contains 15879 members 
Mstep: Class 15 contains 1159 members 
Mstep: Class 16 contains 325708 members 
Mstep: Class 17 contains 6823 members 
Mstep: Class 21 contains 11713 members 
Mstep: Class 22 contains 4699 members 
Mstep: Class 23 contains 113555 members 
Mstep: Class 24 contains 22251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98093416.000000 Penalty: 71408.312500
Iteration 70Q: 22 clusters Score -9.809342e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 91700 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 26557 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 11283 members 
Mstep: Class 7 contains 153305 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 13191 members 
Mstep: Class 11 contains 20623 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 50654 members 
Mstep: Class 14 contains 15872 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325710 members 
Mstep: Class 17 contains 6828 members 
Mstep: Class 21 contains 11685 members 
Mstep: Class 22 contains 4701 members 
Mstep: Class 23 contains 113547 members 
Mstep: Class 24 contains 22253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98093288.000000 Penalty: 71408.312500
Iteration 71Q: 22 clusters Score -9.809329e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 91782 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 26557 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 11269 members 
Mstep: Class 7 contains 153258 members 
Mstep: Class 8 contains 3808 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 13140 members 
Mstep: Class 11 contains 20620 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 50686 members 
Mstep: Class 14 contains 15866 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325711 members 
Mstep: Class 17 contains 6830 members 
Mstep: Class 21 contains 11657 members 
Mstep: Class 22 contains 4706 members 
Mstep: Class 23 contains 113544 members 
Mstep: Class 24 contains 22255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98093424.000000 Penalty: 71408.312500
Iteration 72Q: 22 clusters Score -9.809342e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 91859 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 26567 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 11257 members 
Mstep: Class 7 contains 153206 members 
Mstep: Class 8 contains 3809 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 13113 members 
Mstep: Class 11 contains 20621 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 50722 members 
Mstep: Class 14 contains 15856 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325686 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 21 contains 11642 members 
Mstep: Class 22 contains 4705 members 
Mstep: Class 23 contains 113544 members 
Mstep: Class 24 contains 22261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98093464.000000 Penalty: 71408.312500
Iteration 73Q: 22 clusters Score -9.809346e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 91904 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 26577 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 153168 members 
Mstep: Class 8 contains 3810 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 13083 members 
Mstep: Class 11 contains 20620 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 50761 members 
Mstep: Class 14 contains 15852 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325688 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 21 contains 11610 members 
Mstep: Class 22 contains 4706 members 
Mstep: Class 23 contains 113539 members 
Mstep: Class 24 contains 22266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98093304.000000 Penalty: 71408.312500
Iteration 74Q: 22 clusters Score -9.80933e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 91961 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 26581 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 11236 members 
Mstep: Class 7 contains 153129 members 
Mstep: Class 8 contains 3810 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 13040 members 
Mstep: Class 11 contains 20613 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 50805 members 
Mstep: Class 14 contains 15847 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325677 members 
Mstep: Class 17 contains 6835 members 
Mstep: Class 21 contains 11582 members 
Mstep: Class 22 contains 4708 members 
Mstep: Class 23 contains 113538 members 
Mstep: Class 24 contains 22268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98093408.000000 Penalty: 71408.312500
Iteration 75Q: 22 clusters Score -9.809341e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 92004 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 26588 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 11220 members 
Mstep: Class 7 contains 153112 members 
Mstep: Class 8 contains 3810 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 13000 members 
Mstep: Class 11 contains 20609 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 50850 members 
Mstep: Class 14 contains 15842 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325672 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 21 contains 11541 members 
Mstep: Class 22 contains 4711 members 
Mstep: Class 23 contains 113533 members 
Mstep: Class 24 contains 22268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98093352.000000 Penalty: 71408.312500
Iteration 76Q: 22 clusters Score -9.809335e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 92070 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 26585 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 11209 members 
Mstep: Class 7 contains 153095 members 
Mstep: Class 8 contains 3810 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 12964 members 
Mstep: Class 11 contains 20611 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 50895 members 
Mstep: Class 14 contains 15837 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 325644 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 21 contains 11508 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113528 members 
Mstep: Class 24 contains 22271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98093376.000000 Penalty: 71408.312500
Iteration 77Q: 22 clusters Score -9.809338e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 92130 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 26590 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 11198 members 
Mstep: Class 7 contains 153076 members 
Mstep: Class 8 contains 3810 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 12911 members 
Mstep: Class 11 contains 20607 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 50930 members 
Mstep: Class 14 contains 15833 members 
Mstep: Class 15 contains 1163 members 
Mstep: Class 16 contains 325629 members 
Mstep: Class 17 contains 6838 members 
Mstep: Class 21 contains 11478 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113517 members 
Mstep: Class 24 contains 22272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98093424.000000 Penalty: 71408.312500
Iteration 78Q: 22 clusters Score -9.809342e+07 nChanged 409
Entering ConstructFrom: 
Score: -98093424.000000 Penalty: 71408.312500
Entering ConstructFrom: 
Trying to split cluster 1 (21285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Entering Unmasked Estep 
Score: -2332624.000000 Penalty: 2471.508057
	Iteration 0F: 2 clusters Score -2332624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2317651.250000 Penalty: 4943.016113
	Iteration 0F: 3 clusters Score -2317651 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -2322771.250000 Penalty: 4943.016113
	Iteration 1F: 3 clusters Score -2322771 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2323150.000000 Penalty: 4943.016113
	Iteration 2F: 3 clusters Score -2323150 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2323442.750000 Penalty: 4943.016113
	Iteration 3Q: 3 clusters Score -2323443 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2323669.250000 Penalty: 4943.016113
	Iteration 4Q: 3 clusters Score -2323669 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -2323926.250000 Penalty: 4943.016113
	Iteration 5Q: 3 clusters Score -2323926 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2324285.750000 Penalty: 4943.016113
	Iteration 6Q: 3 clusters Score -2324286 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2324765.250000 Penalty: 4943.016113
	Iteration 7Q: 3 clusters Score -2324765 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -2325400.000000 Penalty: 4943.016113
	Iteration 8Q: 3 clusters Score -2325400 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2326188.250000 Penalty: 4943.016113
	Iteration 9F: 3 clusters Score -2326188 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2327074.000000 Penalty: 4943.016113
	Iteration 10F: 3 clusters Score -2327074 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2327955.000000 Penalty: 4943.016113
	Iteration 11Q: 3 clusters Score -2327955 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2328649.750000 Penalty: 4943.016113
	Iteration 12Q: 3 clusters Score -2328650 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2329180.000000 Penalty: 4943.016113
	Iteration 13Q: 3 clusters Score -2329180 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2329611.750000 Penalty: 4943.016113
	Iteration 14Q: 3 clusters Score -2329612 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -2329876.000000 Penalty: 4943.016113
	Iteration 15Q: 3 clusters Score -2329876 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2330052.500000 Penalty: 4943.016113
	Iteration 16Q: 3 clusters Score -2330052 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2330157.000000 Penalty: 4943.016113
	Iteration 17Q: 3 clusters Score -2330157 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2330237.000000 Penalty: 4943.016113
	Iteration 18Q: 3 clusters Score -2330237 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2330309.750000 Penalty: 4943.016113
	Iteration 19Q: 3 clusters Score -2330310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2330362.000000 Penalty: 4943.016113
	Iteration 20F: 3 clusters Score -2330362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2330401.000000 Penalty: 4943.016113
	Iteration 21Q: 3 clusters Score -2330401 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2330415.500000 Penalty: 4943.016113
	Iteration 22Q: 3 clusters Score -2330416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2330427.250000 Penalty: 4943.016113
	Iteration 23Q: 3 clusters Score -2330427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2330444.000000 Penalty: 4943.016113
	Iteration 24Q: 3 clusters Score -2330444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2330452.750000 Penalty: 4943.016113
	Iteration 25Q: 3 clusters Score -2330453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2330456.000000 Penalty: 4943.016113
	Iteration 26Q: 3 clusters Score -2330456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2330464.500000 Penalty: 4943.016113
	Iteration 27Q: 3 clusters Score -2330464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2330465.250000 Penalty: 4943.016113
	Iteration 28Q: 3 clusters Score -2330465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2330466.000000 Penalty: 4943.016113
	Iteration 29Q: 3 clusters Score -2330466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2330470.250000 Penalty: 4943.016113
	Iteration 30Q: 3 clusters Score -2330470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2330473.500000 Penalty: 4943.016113
	Iteration 31Q: 3 clusters Score -2330474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2330479.500000 Penalty: 4943.016113
	Iteration 32Q: 3 clusters Score -2330480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2330484.000000 Penalty: 4943.016113
	Iteration 33Q: 3 clusters Score -2330484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2330484.000000 Penalty: 4943.016113
	Iteration 34F: 3 clusters Score -2330484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (92201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92201 members 
Entering Unmasked Estep 
Score: -10332437.000000 Penalty: 2835.068115
	Iteration 0F: 2 clusters Score -1.033244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -10270601.000000 Penalty: 5670.136230
	Iteration 0F: 3 clusters Score -1.02706e+07 nChanged 43543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -10295620.000000 Penalty: 5670.136230
	Iteration 1F: 3 clusters Score -1.029562e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -10296505.000000 Penalty: 5670.136230
	Iteration 2Q: 3 clusters Score -1.02965e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -10297536.000000 Penalty: 5670.136230
	Iteration 3Q: 3 clusters Score -1.029754e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -10299033.000000 Penalty: 5670.136230
	Iteration 4Q: 3 clusters Score -1.029903e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -10301007.000000 Penalty: 5670.136230
	Iteration 5Q: 3 clusters Score -1.030101e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57840 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -10304007.000000 Penalty: 5670.136230
	Iteration 6F: 3 clusters Score -1.030401e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -10307820.000000 Penalty: 5670.136230
	Iteration 7F: 3 clusters Score -1.030782e+07 nChanged 5936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -10311993.000000 Penalty: 5670.136230
	Iteration 8F: 3 clusters Score -1.031199e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72149 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -10316072.000000 Penalty: 5670.136230
	Iteration 9F: 3 clusters Score -1.031607e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76467 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -10319808.000000 Penalty: 5670.136230
	Iteration 10F: 3 clusters Score -1.031981e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79925 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -10322740.000000 Penalty: 5670.136230
	Iteration 11Q: 3 clusters Score -1.032274e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -10324809.000000 Penalty: 5670.136230
	Iteration 12Q: 3 clusters Score -1.032481e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84341 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -10326157.000000 Penalty: 5670.136230
	Iteration 13Q: 3 clusters Score -1.032616e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85777 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -10327092.000000 Penalty: 5670.136230
	Iteration 14Q: 3 clusters Score -1.032709e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86931 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -10327779.000000 Penalty: 5670.136230
	Iteration 15Q: 3 clusters Score -1.032778e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -10328324.000000 Penalty: 5670.136230
	Iteration 16Q: 3 clusters Score -1.032832e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88657 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -10328761.000000 Penalty: 5670.136230
	Iteration 17Q: 3 clusters Score -1.032876e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -10329081.000000 Penalty: 5670.136230
	Iteration 18Q: 3 clusters Score -1.032908e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89699 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -10329308.000000 Penalty: 5670.136230
	Iteration 19Q: 3 clusters Score -1.032931e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90051 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -10329509.000000 Penalty: 5670.136230
	Iteration 20F: 3 clusters Score -1.032951e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90330 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -10329665.000000 Penalty: 5670.136230
	Iteration 21Q: 3 clusters Score -1.032966e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90516 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -10329755.000000 Penalty: 5670.136230
	Iteration 22Q: 3 clusters Score -1.032976e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90671 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -10329837.000000 Penalty: 5670.136230
	Iteration 23Q: 3 clusters Score -1.032984e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90792 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -10329861.000000 Penalty: 5670.136230
	Iteration 24Q: 3 clusters Score -1.032986e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90895 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -10329910.000000 Penalty: 5670.136230
	Iteration 25Q: 3 clusters Score -1.032991e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90987 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -10329939.000000 Penalty: 5670.136230
	Iteration 26Q: 3 clusters Score -1.032994e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91057 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -10329989.000000 Penalty: 5670.136230
	Iteration 27Q: 3 clusters Score -1.032999e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -10330008.000000 Penalty: 5670.136230
	Iteration 28Q: 3 clusters Score -1.033001e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91145 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -10330052.000000 Penalty: 5670.136230
	Iteration 29Q: 3 clusters Score -1.033005e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91184 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10330069.000000 Penalty: 5670.136230
	Iteration 30Q: 3 clusters Score -1.033007e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91209 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -10330077.000000 Penalty: 5670.136230
	Iteration 31Q: 3 clusters Score -1.033008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91236 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10330089.000000 Penalty: 5670.136230
	Iteration 32Q: 3 clusters Score -1.033009e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91255 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10330097.000000 Penalty: 5670.136230
	Iteration 33Q: 3 clusters Score -1.03301e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91268 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10330105.000000 Penalty: 5670.136230
	Iteration 34Q: 3 clusters Score -1.03301e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91279 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -10330115.000000 Penalty: 5670.136230
	Iteration 35Q: 3 clusters Score -1.033012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91291 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -10330127.000000 Penalty: 5670.136230
	Iteration 36Q: 3 clusters Score -1.033013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91302 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10330134.000000 Penalty: 5670.136230
	Iteration 37Q: 3 clusters Score -1.033013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91312 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10330131.000000 Penalty: 5670.136230
	Iteration 38Q: 3 clusters Score -1.033013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91322 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10330145.000000 Penalty: 5670.136230
	Iteration 39Q: 3 clusters Score -1.033014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91337 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -10330142.000000 Penalty: 5670.136230
	Iteration 40F: 3 clusters Score -1.033014e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91353 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -10330145.000000 Penalty: 5670.136230
	Iteration 41Q: 3 clusters Score -1.033014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10330154.000000 Penalty: 5670.136230
	Iteration 42Q: 3 clusters Score -1.033015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91372 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -10330157.000000 Penalty: 5670.136230
	Iteration 43Q: 3 clusters Score -1.033016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -10330151.000000 Penalty: 5670.136230
	Iteration 44Q: 3 clusters Score -1.033015e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -10330148.000000 Penalty: 5670.136230
	Iteration 45Q: 3 clusters Score -1.033015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -10330148.000000 Penalty: 5670.136230
	Iteration 46F: 3 clusters Score -1.033015e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Entering Unmasked Estep 
Score: -303727.625000 Penalty: 1964.450806
	Iteration 0F: 2 clusters Score -303727.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -300628.687500 Penalty: 3928.901611
	Iteration 0F: 3 clusters Score -300628.7 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -301243.625000 Penalty: 3928.901611
	Iteration 1F: 3 clusters Score -301243.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -301368.875000 Penalty: 3928.901611
	Iteration 2F: 3 clusters Score -301368.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -301446.906250 Penalty: 3928.901611
	Iteration 3Q: 3 clusters Score -301446.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -301506.062500 Penalty: 3928.901611
	Iteration 4Q: 3 clusters Score -301506.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -301545.750000 Penalty: 3928.901611
	Iteration 5Q: 3 clusters Score -301545.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -301590.250000 Penalty: 3928.901611
	Iteration 6Q: 3 clusters Score -301590.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -301640.562500 Penalty: 3928.901611
	Iteration 7Q: 3 clusters Score -301640.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -301689.375000 Penalty: 3928.901611
	Iteration 8Q: 3 clusters Score -301689.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -301732.093750 Penalty: 3928.901611
	Iteration 9Q: 3 clusters Score -301732.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -301794.000000 Penalty: 3928.901611
	Iteration 10Q: 3 clusters Score -301794 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -301880.343750 Penalty: 3928.901611
	Iteration 11Q: 3 clusters Score -301880.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -301992.656250 Penalty: 3928.901611
	Iteration 12Q: 3 clusters Score -301992.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -302131.375000 Penalty: 3928.901611
	Iteration 13Q: 3 clusters Score -302131.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -302316.625000 Penalty: 3928.901611
	Iteration 14Q: 3 clusters Score -302316.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -302493.843750 Penalty: 3928.901611
	Iteration 15Q: 3 clusters Score -302493.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -302632.125000 Penalty: 3928.901611
	Iteration 16Q: 3 clusters Score -302632.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -302713.156250 Penalty: 3928.901611
	Iteration 17Q: 3 clusters Score -302713.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -302755.281250 Penalty: 3928.901611
	Iteration 18Q: 3 clusters Score -302755.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -302777.968750 Penalty: 3928.901611
	Iteration 19Q: 3 clusters Score -302778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -302793.156250 Penalty: 3928.901611
	Iteration 20F: 3 clusters Score -302793.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -302808.406250 Penalty: 3928.901611
	Iteration 21Q: 3 clusters Score -302808.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -302821.750000 Penalty: 3928.901611
	Iteration 22Q: 3 clusters Score -302821.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -302835.468750 Penalty: 3928.901611
	Iteration 23Q: 3 clusters Score -302835.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -302848.687500 Penalty: 3928.901611
	Iteration 24Q: 3 clusters Score -302848.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -302861.031250 Penalty: 3928.901611
	Iteration 25Q: 3 clusters Score -302861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -302868.437500 Penalty: 3928.901611
	Iteration 26Q: 3 clusters Score -302868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -302875.468750 Penalty: 3928.901611
	Iteration 27Q: 3 clusters Score -302875.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -302881.343750 Penalty: 3928.901611
	Iteration 28Q: 3 clusters Score -302881.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -302883.750000 Penalty: 3928.901611
	Iteration 29Q: 3 clusters Score -302883.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -302885.625000 Penalty: 3928.901611
	Iteration 30Q: 3 clusters Score -302885.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -302888.250000 Penalty: 3928.901611
	Iteration 31Q: 3 clusters Score -302888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -302889.875000 Penalty: 3928.901611
	Iteration 32Q: 3 clusters Score -302889.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -302891.906250 Penalty: 3928.901611
	Iteration 33Q: 3 clusters Score -302891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -302892.812500 Penalty: 3928.901611
	Iteration 34Q: 3 clusters Score -302892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -302894.531250 Penalty: 3928.901611
	Iteration 35Q: 3 clusters Score -302894.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -302896.406250 Penalty: 3928.901611
	Iteration 36Q: 3 clusters Score -302896.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -302898.843750 Penalty: 3928.901611
	Iteration 37Q: 3 clusters Score -302898.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -302900.093750 Penalty: 3928.901611
	Iteration 38Q: 3 clusters Score -302900.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -302900.062500 Penalty: 3928.901611
	Iteration 39Q: 3 clusters Score -302900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -302901.781250 Penalty: 3928.901611
	Iteration 40F: 3 clusters Score -302901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -302903.062500 Penalty: 3928.901611
	Iteration 41Q: 3 clusters Score -302903.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -302903.156250 Penalty: 3928.901611
	Iteration 42Q: 3 clusters Score -302903.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -302903.156250 Penalty: 3928.901611
	Iteration 43F: 3 clusters Score -302903.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Entering Unmasked Estep 
Score: -2777341.250000 Penalty: 2526.677490
	Iteration 0F: 2 clusters Score -2777341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2758969.750000 Penalty: 5053.354980
	Iteration 0F: 3 clusters Score -2758970 nChanged 11947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2765346.500000 Penalty: 5053.354980
	Iteration 1F: 3 clusters Score -2765346 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2765810.750000 Penalty: 5053.354980
	Iteration 2Q: 3 clusters Score -2765811 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2766218.500000 Penalty: 5053.354980
	Iteration 3Q: 3 clusters Score -2766218 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2766612.500000 Penalty: 5053.354980
	Iteration 4Q: 3 clusters Score -2766612 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2766965.000000 Penalty: 5053.354980
	Iteration 5Q: 3 clusters Score -2766965 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -2767303.000000 Penalty: 5053.354980
	Iteration 6Q: 3 clusters Score -2767303 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2767593.750000 Penalty: 5053.354980
	Iteration 7Q: 3 clusters Score -2767594 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2767884.750000 Penalty: 5053.354980
	Iteration 8Q: 3 clusters Score -2767885 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2768154.250000 Penalty: 5053.354980
	Iteration 9Q: 3 clusters Score -2768154 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2768375.250000 Penalty: 5053.354980
	Iteration 10Q: 3 clusters Score -2768375 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2768593.500000 Penalty: 5053.354980
	Iteration 11Q: 3 clusters Score -2768594 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2768788.000000 Penalty: 5053.354980
	Iteration 12Q: 3 clusters Score -2768788 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2768996.250000 Penalty: 5053.354980
	Iteration 13Q: 3 clusters Score -2768996 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2769192.750000 Penalty: 5053.354980
	Iteration 14Q: 3 clusters Score -2769193 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2769380.750000 Penalty: 5053.354980
	Iteration 15Q: 3 clusters Score -2769381 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2769632.500000 Penalty: 5053.354980
	Iteration 16Q: 3 clusters Score -2769632 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2769943.000000 Penalty: 5053.354980
	Iteration 17Q: 3 clusters Score -2769943 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2770309.250000 Penalty: 5053.354980
	Iteration 18Q: 3 clusters Score -2770309 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2770789.500000 Penalty: 5053.354980
	Iteration 19Q: 3 clusters Score -2770790 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2771357.250000 Penalty: 5053.354980
	Iteration 20F: 3 clusters Score -2771357 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -2771914.000000 Penalty: 5053.354980
	Iteration 21Q: 3 clusters Score -2771914 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2772318.500000 Penalty: 5053.354980
	Iteration 22Q: 3 clusters Score -2772318 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2772591.250000 Penalty: 5053.354980
	Iteration 23Q: 3 clusters Score -2772591 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -2772758.000000 Penalty: 5053.354980
	Iteration 24Q: 3 clusters Score -2772758 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2772877.750000 Penalty: 5053.354980
	Iteration 25Q: 3 clusters Score -2772878 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2772952.750000 Penalty: 5053.354980
	Iteration 26Q: 3 clusters Score -2772953 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2773022.000000 Penalty: 5053.354980
	Iteration 27Q: 3 clusters Score -2773022 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2773109.750000 Penalty: 5053.354980
	Iteration 28Q: 3 clusters Score -2773110 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2773175.000000 Penalty: 5053.354980
	Iteration 29Q: 3 clusters Score -2773175 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2773235.250000 Penalty: 5053.354980
	Iteration 30Q: 3 clusters Score -2773235 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2773304.000000 Penalty: 5053.354980
	Iteration 31Q: 3 clusters Score -2773304 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2773366.500000 Penalty: 5053.354980
	Iteration 32Q: 3 clusters Score -2773366 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -2773421.500000 Penalty: 5053.354980
	Iteration 33Q: 3 clusters Score -2773422 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2773465.250000 Penalty: 5053.354980
	Iteration 34Q: 3 clusters Score -2773465 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2773520.250000 Penalty: 5053.354980
	Iteration 35Q: 3 clusters Score -2773520 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -2773576.250000 Penalty: 5053.354980
	Iteration 36Q: 3 clusters Score -2773576 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -2773625.250000 Penalty: 5053.354980
	Iteration 37Q: 3 clusters Score -2773625 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2773676.750000 Penalty: 5053.354980
	Iteration 38Q: 3 clusters Score -2773677 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2773744.250000 Penalty: 5053.354980
	Iteration 39Q: 3 clusters Score -2773744 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -2773812.500000 Penalty: 5053.354980
	Iteration 40F: 3 clusters Score -2773812 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -2773884.750000 Penalty: 5053.354980
	Iteration 41Q: 3 clusters Score -2773885 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -2773944.500000 Penalty: 5053.354980
	Iteration 42Q: 3 clusters Score -2773944 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -2774020.750000 Penalty: 5053.354980
	Iteration 43Q: 3 clusters Score -2774021 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -2774085.000000 Penalty: 5053.354980
	Iteration 44Q: 3 clusters Score -2774085 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -2774134.500000 Penalty: 5053.354980
	Iteration 45Q: 3 clusters Score -2774134 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -2774195.750000 Penalty: 5053.354980
	Iteration 46Q: 3 clusters Score -2774196 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -2774255.250000 Penalty: 5053.354980
	Iteration 47Q: 3 clusters Score -2774255 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -2774327.750000 Penalty: 5053.354980
	Iteration 48Q: 3 clusters Score -2774328 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -2774398.000000 Penalty: 5053.354980
	Iteration 49Q: 3 clusters Score -2774398 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -2774474.750000 Penalty: 5053.354980
	Iteration 50Q: 3 clusters Score -2774475 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -2774551.250000 Penalty: 5053.354980
	Iteration 51Q: 3 clusters Score -2774551 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -2774639.000000 Penalty: 5053.354980
	Iteration 52Q: 3 clusters Score -2774639 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -2774705.500000 Penalty: 5053.354980
	Iteration 53Q: 3 clusters Score -2774706 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -2774780.750000 Penalty: 5053.354980
	Iteration 54Q: 3 clusters Score -2774781 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -2774854.250000 Penalty: 5053.354980
	Iteration 55Q: 3 clusters Score -2774854 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -2774921.500000 Penalty: 5053.354980
	Iteration 56Q: 3 clusters Score -2774922 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -2774974.000000 Penalty: 5053.354980
	Iteration 57Q: 3 clusters Score -2774974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -2774996.000000 Penalty: 5053.354980
	Iteration 58Q: 3 clusters Score -2774996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -2775021.500000 Penalty: 5053.354980
	Iteration 59Q: 3 clusters Score -2775022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -2775055.000000 Penalty: 5053.354980
	Iteration 60F: 3 clusters Score -2775055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -2775079.750000 Penalty: 5053.354980
	Iteration 61Q: 3 clusters Score -2775080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -2775098.750000 Penalty: 5053.354980
	Iteration 62Q: 3 clusters Score -2775099 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -2775120.750000 Penalty: 5053.354980
	Iteration 63Q: 3 clusters Score -2775121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -2775138.000000 Penalty: 5053.354980
	Iteration 64Q: 3 clusters Score -2775138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -2775144.500000 Penalty: 5053.354980
	Iteration 65Q: 3 clusters Score -2775144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2775159.250000 Penalty: 5053.354980
	Iteration 66Q: 3 clusters Score -2775159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -2775158.250000 Penalty: 5053.354980
	Iteration 67Q: 3 clusters Score -2775158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -2775164.750000 Penalty: 5053.354980
	Iteration 68Q: 3 clusters Score -2775165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -2775178.000000 Penalty: 5053.354980
	Iteration 69Q: 3 clusters Score -2775178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -2775176.500000 Penalty: 5053.354980
	Iteration 70Q: 3 clusters Score -2775176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -2775184.750000 Penalty: 5053.354980
	Iteration 71Q: 3 clusters Score -2775185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -2775187.500000 Penalty: 5053.354980
	Iteration 72Q: 3 clusters Score -2775188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -2775187.750000 Penalty: 5053.354980
	Iteration 73Q: 3 clusters Score -2775188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -2775195.500000 Penalty: 5053.354980
	Iteration 74Q: 3 clusters Score -2775196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -2775204.500000 Penalty: 5053.354980
	Iteration 75Q: 3 clusters Score -2775204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -2775206.500000 Penalty: 5053.354980
	Iteration 76Q: 3 clusters Score -2775206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -2775208.750000 Penalty: 5053.354980
	Iteration 77Q: 3 clusters Score -2775209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -2775215.500000 Penalty: 5053.354980
	Iteration 78Q: 3 clusters Score -2775216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -2775221.500000 Penalty: 5053.354980
	Iteration 79Q: 3 clusters Score -2775222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -2775224.750000 Penalty: 5053.354980
	Iteration 80F: 3 clusters Score -2775225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -2775226.250000 Penalty: 5053.354980
	Iteration 81Q: 3 clusters Score -2775226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -2775224.750000 Penalty: 5053.354980
	Iteration 82Q: 3 clusters Score -2775225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -2775227.500000 Penalty: 5053.354980
	Iteration 83Q: 3 clusters Score -2775228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -2775226.250000 Penalty: 5053.354980
	Iteration 84Q: 3 clusters Score -2775226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -2775229.250000 Penalty: 5053.354980
	Iteration 85Q: 3 clusters Score -2775229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -2775229.250000 Penalty: 5053.354980
	Iteration 86F: 3 clusters Score -2775229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -114885.109375 Penalty: 1789.014526
	Iteration 0F: 2 clusters Score -114885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -112820.570312 Penalty: 3578.029053
	Iteration 0F: 3 clusters Score -112820.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -113771.906250 Penalty: 3578.029053
	Iteration 1F: 3 clusters Score -113771.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -114556.789062 Penalty: 3578.029053
	Iteration 2F: 3 clusters Score -114556.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -115256.882812 Penalty: 3578.029053
	Iteration 3F: 3 clusters Score -115256.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -115837.179688 Penalty: 3578.029053
	Iteration 4F: 3 clusters Score -115837.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -116313.492188 Penalty: 3578.029053
	Iteration 5Q: 3 clusters Score -116313.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -117027.984375 Penalty: 3578.029053
	Iteration 6Q: 3 clusters Score -117028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -117690.546875 Penalty: 3578.029053
	Iteration 7Q: 3 clusters Score -117690.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -118346.664062 Penalty: 3578.029053
	Iteration 8Q: 3 clusters Score -118346.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -118363.757812 Penalty: 3578.029053
	Iteration 9Q: 3 clusters Score -118363.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -118363.757812 Penalty: 3578.029053
	Iteration 10F: 3 clusters Score -118363.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 92201 members 
Mstep: Class 3 contains 2755 members 
Mstep: Class 4 contains 26588 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 11195 members 
Mstep: Class 7 contains 153041 members 
Mstep: Class 8 contains 3811 members 
Mstep: Class 9 contains 1936 members 
Mstep: Class 10 contains 12857 members 
Mstep: Class 11 contains 20609 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 50970 members 
Mstep: Class 14 contains 15830 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 325612 members 
Mstep: Class 17 contains 6838 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 21 contains 11440 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113502 members 
Mstep: Class 24 contains 22275 members 
Entering Unmasked Estep 
Score: -98095464.000000 Penalty: 74808.710938
Splitting cluster 5 changes total score from -98093424.000000 to -98095464.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 6 (11195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Entering Unmasked Estep 
Score: -1280950.875000 Penalty: 2312.159180
	Iteration 0F: 2 clusters Score -1280951 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 5497 members 
Entering Unmasked Estep 
Score: -1272478.125000 Penalty: 4624.318359
	Iteration 0F: 3 clusters Score -1272478 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1275018.500000 Penalty: 4624.318359
	Iteration 1F: 3 clusters Score -1275018 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1275370.375000 Penalty: 4624.318359
	Iteration 2F: 3 clusters Score -1275370 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1275686.000000 Penalty: 4624.318359
	Iteration 3F: 3 clusters Score -1275686 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1275993.125000 Penalty: 4624.318359
	Iteration 4Q: 3 clusters Score -1275993 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1276286.875000 Penalty: 4624.318359
	Iteration 5Q: 3 clusters Score -1276287 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1276583.750000 Penalty: 4624.318359
	Iteration 6Q: 3 clusters Score -1276584 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1276846.500000 Penalty: 4624.318359
	Iteration 7Q: 3 clusters Score -1276846 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1277127.125000 Penalty: 4624.318359
	Iteration 8Q: 3 clusters Score -1277127 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1277432.875000 Penalty: 4624.318359
	Iteration 9Q: 3 clusters Score -1277433 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1277722.375000 Penalty: 4624.318359
	Iteration 10Q: 3 clusters Score -1277722 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1278017.875000 Penalty: 4624.318359
	Iteration 11Q: 3 clusters Score -1278018 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1278260.250000 Penalty: 4624.318359
	Iteration 12Q: 3 clusters Score -1278260 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1278455.500000 Penalty: 4624.318359
	Iteration 13Q: 3 clusters Score -1278456 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1278585.500000 Penalty: 4624.318359
	Iteration 14Q: 3 clusters Score -1278586 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1278701.125000 Penalty: 4624.318359
	Iteration 15Q: 3 clusters Score -1278701 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1278777.625000 Penalty: 4624.318359
	Iteration 16Q: 3 clusters Score -1278778 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1278817.250000 Penalty: 4624.318359
	Iteration 17Q: 3 clusters Score -1278817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1278852.375000 Penalty: 4624.318359
	Iteration 18Q: 3 clusters Score -1278852 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1278877.375000 Penalty: 4624.318359
	Iteration 19Q: 3 clusters Score -1278877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1278893.250000 Penalty: 4624.318359
	Iteration 20F: 3 clusters Score -1278893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1278910.875000 Penalty: 4624.318359
	Iteration 21Q: 3 clusters Score -1278911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1278927.000000 Penalty: 4624.318359
	Iteration 22Q: 3 clusters Score -1278927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1278949.250000 Penalty: 4624.318359
	Iteration 23Q: 3 clusters Score -1278949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1278958.875000 Penalty: 4624.318359
	Iteration 24Q: 3 clusters Score -1278959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1278959.625000 Penalty: 4624.318359
	Iteration 25Q: 3 clusters Score -1278960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1278959.625000 Penalty: 4624.318359
	Iteration 26F: 3 clusters Score -1278960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (153041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153041 members 
Entering Unmasked Estep 
Score: -17159780.000000 Penalty: 2960.738281
	Iteration 0F: 2 clusters Score -1.715978e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 76546 members 
Entering Unmasked Estep 
Score: -17057770.000000 Penalty: 5921.476562
	Iteration 0F: 3 clusters Score -1.705777e+07 nChanged 73123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76928 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -17099968.000000 Penalty: 5921.476562
	Iteration 1F: 3 clusters Score -1.709997e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77354 members 
Mstep: Class 2 contains 75687 members 
Entering Unmasked Estep 
Score: -17101190.000000 Penalty: 5921.476562
	Iteration 2Q: 3 clusters Score -1.710119e+07 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78035 members 
Mstep: Class 2 contains 75006 members 
Entering Unmasked Estep 
Score: -17102632.000000 Penalty: 5921.476562
	Iteration 3Q: 3 clusters Score -1.710263e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79136 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -17104716.000000 Penalty: 5921.476562
	Iteration 4Q: 3 clusters Score -1.710472e+07 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80730 members 
Mstep: Class 2 contains 72311 members 
Entering Unmasked Estep 
Score: -17107722.000000 Penalty: 5921.476562
	Iteration 5Q: 3 clusters Score -1.710772e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Mstep: Class 2 contains 69870 members 
Entering Unmasked Estep 
Score: -17112220.000000 Penalty: 5921.476562
	Iteration 6F: 3 clusters Score -1.711222e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86585 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -17118840.000000 Penalty: 5921.476562
	Iteration 7F: 3 clusters Score -1.711884e+07 nChanged 11055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90624 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -17128532.000000 Penalty: 5921.476562
	Iteration 8F: 3 clusters Score -1.712853e+07 nChanged 10995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94329 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -17139444.000000 Penalty: 5921.476562
	Iteration 9F: 3 clusters Score -1.713944e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97155 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -17146868.000000 Penalty: 5921.476562
	Iteration 10F: 3 clusters Score -1.714687e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99207 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -17149674.000000 Penalty: 5921.476562
	Iteration 11Q: 3 clusters Score -1.714967e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100989 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -17150982.000000 Penalty: 5921.476562
	Iteration 12Q: 3 clusters Score -1.715098e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102703 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -17151840.000000 Penalty: 5921.476562
	Iteration 13Q: 3 clusters Score -1.715184e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104218 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -17152400.000000 Penalty: 5921.476562
	Iteration 14Q: 3 clusters Score -1.71524e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105568 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -17152726.000000 Penalty: 5921.476562
	Iteration 15Q: 3 clusters Score -1.715273e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106782 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -17153036.000000 Penalty: 5921.476562
	Iteration 16Q: 3 clusters Score -1.715304e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107913 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -17153322.000000 Penalty: 5921.476562
	Iteration 17Q: 3 clusters Score -1.715332e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -17153492.000000 Penalty: 5921.476562
	Iteration 18Q: 3 clusters Score -1.715349e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109929 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -17153654.000000 Penalty: 5921.476562
	Iteration 19Q: 3 clusters Score -1.715365e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110817 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -17153812.000000 Penalty: 5921.476562
	Iteration 20F: 3 clusters Score -1.715381e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111648 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -17153894.000000 Penalty: 5921.476562
	Iteration 21Q: 3 clusters Score -1.715389e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112450 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -17154022.000000 Penalty: 5921.476562
	Iteration 22Q: 3 clusters Score -1.715402e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113190 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -17154098.000000 Penalty: 5921.476562
	Iteration 23Q: 3 clusters Score -1.71541e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113876 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -17154116.000000 Penalty: 5921.476562
	Iteration 24Q: 3 clusters Score -1.715412e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114475 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -17154232.000000 Penalty: 5921.476562
	Iteration 25Q: 3 clusters Score -1.715423e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115027 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -17154290.000000 Penalty: 5921.476562
	Iteration 26Q: 3 clusters Score -1.715429e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115540 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -17154324.000000 Penalty: 5921.476562
	Iteration 27Q: 3 clusters Score -1.715432e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116027 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -17154398.000000 Penalty: 5921.476562
	Iteration 28Q: 3 clusters Score -1.71544e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116511 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -17154578.000000 Penalty: 5921.476562
	Iteration 29Q: 3 clusters Score -1.715458e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116994 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -17154628.000000 Penalty: 5921.476562
	Iteration 30Q: 3 clusters Score -1.715463e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117455 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -17154642.000000 Penalty: 5921.476562
	Iteration 31Q: 3 clusters Score -1.715464e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117881 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -17154688.000000 Penalty: 5921.476562
	Iteration 32Q: 3 clusters Score -1.715469e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118279 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -17154704.000000 Penalty: 5921.476562
	Iteration 33Q: 3 clusters Score -1.71547e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118664 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -17154790.000000 Penalty: 5921.476562
	Iteration 34Q: 3 clusters Score -1.715479e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119065 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -17154842.000000 Penalty: 5921.476562
	Iteration 35Q: 3 clusters Score -1.715484e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119414 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -17154802.000000 Penalty: 5921.476562
	Iteration 36Q: 3 clusters Score -1.71548e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119763 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -17154856.000000 Penalty: 5921.476562
	Iteration 37Q: 3 clusters Score -1.715486e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120113 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -17154854.000000 Penalty: 5921.476562
	Iteration 38Q: 3 clusters Score -1.715485e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120438 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -17154904.000000 Penalty: 5921.476562
	Iteration 39Q: 3 clusters Score -1.71549e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120742 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -17154946.000000 Penalty: 5921.476562
	Iteration 40F: 3 clusters Score -1.715495e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121010 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -17154938.000000 Penalty: 5921.476562
	Iteration 41Q: 3 clusters Score -1.715494e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121266 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -17154942.000000 Penalty: 5921.476562
	Iteration 42Q: 3 clusters Score -1.715494e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121501 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -17154966.000000 Penalty: 5921.476562
	Iteration 43Q: 3 clusters Score -1.715497e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121711 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -17154952.000000 Penalty: 5921.476562
	Iteration 44Q: 3 clusters Score -1.715495e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121898 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -17154958.000000 Penalty: 5921.476562
	Iteration 45Q: 3 clusters Score -1.715496e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122093 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -17154960.000000 Penalty: 5921.476562
	Iteration 46Q: 3 clusters Score -1.715496e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122285 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -17154984.000000 Penalty: 5921.476562
	Iteration 47Q: 3 clusters Score -1.715498e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122478 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -17154966.000000 Penalty: 5921.476562
	Iteration 48Q: 3 clusters Score -1.715497e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122662 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -17154958.000000 Penalty: 5921.476562
	Iteration 49Q: 3 clusters Score -1.715496e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122848 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -17154958.000000 Penalty: 5921.476562
	Iteration 50Q: 3 clusters Score -1.715496e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122991 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -17154932.000000 Penalty: 5921.476562
	Iteration 51Q: 3 clusters Score -1.715493e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123145 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -17154988.000000 Penalty: 5921.476562
	Iteration 52Q: 3 clusters Score -1.715499e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123279 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -17154984.000000 Penalty: 5921.476562
	Iteration 53Q: 3 clusters Score -1.715498e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123413 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -17155026.000000 Penalty: 5921.476562
	Iteration 54Q: 3 clusters Score -1.715503e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123558 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -17155004.000000 Penalty: 5921.476562
	Iteration 55Q: 3 clusters Score -1.7155e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123718 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -17155010.000000 Penalty: 5921.476562
	Iteration 56Q: 3 clusters Score -1.715501e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123858 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
Score: -17155038.000000 Penalty: 5921.476562
	Iteration 57Q: 3 clusters Score -1.715504e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123993 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -17155012.000000 Penalty: 5921.476562
	Iteration 58Q: 3 clusters Score -1.715501e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124121 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -17155008.000000 Penalty: 5921.476562
	Iteration 59Q: 3 clusters Score -1.715501e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124230 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -17155004.000000 Penalty: 5921.476562
	Iteration 60F: 3 clusters Score -1.7155e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124337 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -17155032.000000 Penalty: 5921.476562
	Iteration 61Q: 3 clusters Score -1.715503e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124452 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -17155016.000000 Penalty: 5921.476562
	Iteration 62Q: 3 clusters Score -1.715502e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124553 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -17155024.000000 Penalty: 5921.476562
	Iteration 63Q: 3 clusters Score -1.715502e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124642 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -17154994.000000 Penalty: 5921.476562
	Iteration 64Q: 3 clusters Score -1.715499e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124735 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -17154988.000000 Penalty: 5921.476562
	Iteration 65Q: 3 clusters Score -1.715499e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124841 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -17154974.000000 Penalty: 5921.476562
	Iteration 66Q: 3 clusters Score -1.715497e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124947 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -17154970.000000 Penalty: 5921.476562
	Iteration 67Q: 3 clusters Score -1.715497e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125024 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -17154946.000000 Penalty: 5921.476562
	Iteration 68Q: 3 clusters Score -1.715495e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125106 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -17154978.000000 Penalty: 5921.476562
	Iteration 69Q: 3 clusters Score -1.715498e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125177 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -17155000.000000 Penalty: 5921.476562
	Iteration 70Q: 3 clusters Score -1.7155e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125243 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -17155016.000000 Penalty: 5921.476562
	Iteration 71Q: 3 clusters Score -1.715502e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125312 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -17155032.000000 Penalty: 5921.476562
	Iteration 72Q: 3 clusters Score -1.715503e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125373 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -17155056.000000 Penalty: 5921.476562
	Iteration 73Q: 3 clusters Score -1.715506e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125434 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -17155042.000000 Penalty: 5921.476562
	Iteration 74Q: 3 clusters Score -1.715504e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125490 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -17155022.000000 Penalty: 5921.476562
	Iteration 75Q: 3 clusters Score -1.715502e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125549 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -17155006.000000 Penalty: 5921.476562
	Iteration 76Q: 3 clusters Score -1.715501e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125623 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -17155000.000000 Penalty: 5921.476562
	Iteration 77Q: 3 clusters Score -1.7155e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125697 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -17154982.000000 Penalty: 5921.476562
	Iteration 78Q: 3 clusters Score -1.715498e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125771 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -17154974.000000 Penalty: 5921.476562
	Iteration 79Q: 3 clusters Score -1.715497e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125835 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -17154988.000000 Penalty: 5921.476562
	Iteration 80F: 3 clusters Score -1.715499e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125911 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -17154958.000000 Penalty: 5921.476562
	Iteration 81Q: 3 clusters Score -1.715496e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125977 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -17154958.000000 Penalty: 5921.476562
	Iteration 82Q: 3 clusters Score -1.715496e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126059 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -17154974.000000 Penalty: 5921.476562
	Iteration 83Q: 3 clusters Score -1.715497e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126125 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -17154944.000000 Penalty: 5921.476562
	Iteration 84Q: 3 clusters Score -1.715494e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126186 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -17154938.000000 Penalty: 5921.476562
	Iteration 85Q: 3 clusters Score -1.715494e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -17154936.000000 Penalty: 5921.476562
	Iteration 86Q: 3 clusters Score -1.715494e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126326 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -17154948.000000 Penalty: 5921.476562
	Iteration 87Q: 3 clusters Score -1.715495e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126392 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -17154962.000000 Penalty: 5921.476562
	Iteration 88Q: 3 clusters Score -1.715496e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126468 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -17154962.000000 Penalty: 5921.476562
	Iteration 89Q: 3 clusters Score -1.715496e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126535 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -17154984.000000 Penalty: 5921.476562
	Iteration 90Q: 3 clusters Score -1.715498e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126600 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -17154980.000000 Penalty: 5921.476562
	Iteration 91Q: 3 clusters Score -1.715498e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126655 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -17154990.000000 Penalty: 5921.476562
	Iteration 92Q: 3 clusters Score -1.715499e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126713 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -17154980.000000 Penalty: 5921.476562
	Iteration 93Q: 3 clusters Score -1.715498e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126758 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -17154980.000000 Penalty: 5921.476562
	Iteration 94Q: 3 clusters Score -1.715498e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126796 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -17154988.000000 Penalty: 5921.476562
	Iteration 95Q: 3 clusters Score -1.715499e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126824 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -17154990.000000 Penalty: 5921.476562
	Iteration 96Q: 3 clusters Score -1.715499e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126848 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -17154992.000000 Penalty: 5921.476562
	Iteration 97Q: 3 clusters Score -1.715499e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126871 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -17154982.000000 Penalty: 5921.476562
	Iteration 98Q: 3 clusters Score -1.715498e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126899 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -17154974.000000 Penalty: 5921.476562
	Iteration 99Q: 3 clusters Score -1.715497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126919 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -17154998.000000 Penalty: 5921.476562
	Iteration 100F: 3 clusters Score -1.7155e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126930 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -17154986.000000 Penalty: 5921.476562
	Iteration 101Q: 3 clusters Score -1.715499e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126946 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -17154986.000000 Penalty: 5921.476562
	Iteration 102Q: 3 clusters Score -1.715499e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126966 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -17154978.000000 Penalty: 5921.476562
	Iteration 103Q: 3 clusters Score -1.715498e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126989 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -17154980.000000 Penalty: 5921.476562
	Iteration 104Q: 3 clusters Score -1.715498e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127011 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -17154988.000000 Penalty: 5921.476562
	Iteration 105Q: 3 clusters Score -1.715499e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127031 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -17154978.000000 Penalty: 5921.476562
	Iteration 106Q: 3 clusters Score -1.715498e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127052 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -17154976.000000 Penalty: 5921.476562
	Iteration 107Q: 3 clusters Score -1.715498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127069 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -17154970.000000 Penalty: 5921.476562
	Iteration 108Q: 3 clusters Score -1.715497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127089 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -17154976.000000 Penalty: 5921.476562
	Iteration 109Q: 3 clusters Score -1.715498e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127109 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -17154982.000000 Penalty: 5921.476562
	Iteration 110Q: 3 clusters Score -1.715498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127125 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -17154972.000000 Penalty: 5921.476562
	Iteration 111Q: 3 clusters Score -1.715497e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127137 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -17154980.000000 Penalty: 5921.476562
	Iteration 112Q: 3 clusters Score -1.715498e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127158 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -17154968.000000 Penalty: 5921.476562
	Iteration 113Q: 3 clusters Score -1.715497e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127171 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -17154964.000000 Penalty: 5921.476562
	Iteration 114Q: 3 clusters Score -1.715496e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127183 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -17154972.000000 Penalty: 5921.476562
	Iteration 115Q: 3 clusters Score -1.715497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127194 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -17154978.000000 Penalty: 5921.476562
	Iteration 116Q: 3 clusters Score -1.715498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127204 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -17154982.000000 Penalty: 5921.476562
	Iteration 117Q: 3 clusters Score -1.715498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127213 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -17154984.000000 Penalty: 5921.476562
	Iteration 118Q: 3 clusters Score -1.715498e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127219 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -17154974.000000 Penalty: 5921.476562
	Iteration 119Q: 3 clusters Score -1.715497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127224 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -17154972.000000 Penalty: 5921.476562
	Iteration 120F: 3 clusters Score -1.715497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127228 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -17154968.000000 Penalty: 5921.476562
	Iteration 121Q: 3 clusters Score -1.715497e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127233 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -17154966.000000 Penalty: 5921.476562
	Iteration 122Q: 3 clusters Score -1.715497e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127244 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -17154958.000000 Penalty: 5921.476562
	Iteration 123Q: 3 clusters Score -1.715496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127254 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -17154936.000000 Penalty: 5921.476562
	Iteration 124Q: 3 clusters Score -1.715494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127260 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -17154948.000000 Penalty: 5921.476562
	Iteration 125Q: 3 clusters Score -1.715495e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127270 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -17154958.000000 Penalty: 5921.476562
	Iteration 126Q: 3 clusters Score -1.715496e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127281 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -17154960.000000 Penalty: 5921.476562
	Iteration 127Q: 3 clusters Score -1.715496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127291 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -17154952.000000 Penalty: 5921.476562
	Iteration 128Q: 3 clusters Score -1.715495e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127305 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -17154942.000000 Penalty: 5921.476562
	Iteration 129Q: 3 clusters Score -1.715494e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127319 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -17154934.000000 Penalty: 5921.476562
	Iteration 130Q: 3 clusters Score -1.715493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127336 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -17154950.000000 Penalty: 5921.476562
	Iteration 131Q: 3 clusters Score -1.715495e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127352 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -17154928.000000 Penalty: 5921.476562
	Iteration 132Q: 3 clusters Score -1.715493e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127368 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -17154940.000000 Penalty: 5921.476562
	Iteration 133Q: 3 clusters Score -1.715494e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127381 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -17154932.000000 Penalty: 5921.476562
	Iteration 134Q: 3 clusters Score -1.715493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127395 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -17154918.000000 Penalty: 5921.476562
	Iteration 135Q: 3 clusters Score -1.715492e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127412 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -17154914.000000 Penalty: 5921.476562
	Iteration 136Q: 3 clusters Score -1.715491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127424 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -17154896.000000 Penalty: 5921.476562
	Iteration 137Q: 3 clusters Score -1.71549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127437 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -17154884.000000 Penalty: 5921.476562
	Iteration 138Q: 3 clusters Score -1.715488e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127448 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -17154888.000000 Penalty: 5921.476562
	Iteration 139Q: 3 clusters Score -1.715489e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127464 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -17154898.000000 Penalty: 5921.476562
	Iteration 140F: 3 clusters Score -1.71549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127480 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -17154898.000000 Penalty: 5921.476562
	Iteration 141Q: 3 clusters Score -1.71549e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127498 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -17154916.000000 Penalty: 5921.476562
	Iteration 142Q: 3 clusters Score -1.715492e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127516 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -17154926.000000 Penalty: 5921.476562
	Iteration 143Q: 3 clusters Score -1.715493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127537 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -17154922.000000 Penalty: 5921.476562
	Iteration 144Q: 3 clusters Score -1.715492e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127550 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -17154910.000000 Penalty: 5921.476562
	Iteration 145Q: 3 clusters Score -1.715491e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127559 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -17154930.000000 Penalty: 5921.476562
	Iteration 146Q: 3 clusters Score -1.715493e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127575 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -17154926.000000 Penalty: 5921.476562
	Iteration 147Q: 3 clusters Score -1.715493e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127592 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -17154934.000000 Penalty: 5921.476562
	Iteration 148Q: 3 clusters Score -1.715493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127610 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -17154930.000000 Penalty: 5921.476562
	Iteration 149Q: 3 clusters Score -1.715493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127618 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -17154918.000000 Penalty: 5921.476562
	Iteration 150Q: 3 clusters Score -1.715492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127627 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -17154924.000000 Penalty: 5921.476562
	Iteration 151Q: 3 clusters Score -1.715492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127632 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -17154934.000000 Penalty: 5921.476562
	Iteration 152Q: 3 clusters Score -1.715493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127636 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -17154918.000000 Penalty: 5921.476562
	Iteration 153Q: 3 clusters Score -1.715492e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127640 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -17154918.000000 Penalty: 5921.476562
	Iteration 154Q: 3 clusters Score -1.715492e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127647 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -17154916.000000 Penalty: 5921.476562
	Iteration 155Q: 3 clusters Score -1.715492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127653 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -17154916.000000 Penalty: 5921.476562
	Iteration 156Q: 3 clusters Score -1.715492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127659 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -17154914.000000 Penalty: 5921.476562
	Iteration 157Q: 3 clusters Score -1.715491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127670 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -17154908.000000 Penalty: 5921.476562
	Iteration 158Q: 3 clusters Score -1.715491e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127675 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -17154914.000000 Penalty: 5921.476562
	Iteration 159Q: 3 clusters Score -1.715491e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127678 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -17154914.000000 Penalty: 5921.476562
	Iteration 160F: 3 clusters Score -1.715491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127679 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -17154916.000000 Penalty: 5921.476562
	Iteration 161Q: 3 clusters Score -1.715492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127680 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -17154916.000000 Penalty: 5921.476562
	Iteration 162Q: 3 clusters Score -1.715492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127681 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -17154912.000000 Penalty: 5921.476562
	Iteration 163Q: 3 clusters Score -1.715491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127682 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -17154912.000000 Penalty: 5921.476562
	Iteration 164Q: 3 clusters Score -1.715491e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127682 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -17154912.000000 Penalty: 5921.476562
	Iteration 165F: 3 clusters Score -1.715491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Entering Unmasked Estep 
Score: -386896.375000 Penalty: 2044.920288
	Iteration 0F: 2 clusters Score -386896.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -383148.937500 Penalty: 4089.840576
	Iteration 0F: 3 clusters Score -383148.9 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -384010.750000 Penalty: 4089.840576
	Iteration 1F: 3 clusters Score -384010.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -384253.937500 Penalty: 4089.840576
	Iteration 2F: 3 clusters Score -384253.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -384402.156250 Penalty: 4089.840576
	Iteration 3F: 3 clusters Score -384402.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -384500.281250 Penalty: 4089.840576
	Iteration 4Q: 3 clusters Score -384500.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -384563.531250 Penalty: 4089.840576
	Iteration 5Q: 3 clusters Score -384563.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -384611.937500 Penalty: 4089.840576
	Iteration 6Q: 3 clusters Score -384611.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -384647.062500 Penalty: 4089.840576
	Iteration 7Q: 3 clusters Score -384647.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -384678.968750 Penalty: 4089.840576
	Iteration 8Q: 3 clusters Score -384679 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -384713.031250 Penalty: 4089.840576
	Iteration 9Q: 3 clusters Score -384713 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -384749.281250 Penalty: 4089.840576
	Iteration 10Q: 3 clusters Score -384749.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -384803.062500 Penalty: 4089.840576
	Iteration 11Q: 3 clusters Score -384803.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -384849.843750 Penalty: 4089.840576
	Iteration 12Q: 3 clusters Score -384849.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -384893.937500 Penalty: 4089.840576
	Iteration 13Q: 3 clusters Score -384893.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -384937.250000 Penalty: 4089.840576
	Iteration 14Q: 3 clusters Score -384937.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -384981.000000 Penalty: 4089.840576
	Iteration 15Q: 3 clusters Score -384981 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -385013.000000 Penalty: 4089.840576
	Iteration 16Q: 3 clusters Score -385013 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -385047.562500 Penalty: 4089.840576
	Iteration 17Q: 3 clusters Score -385047.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -385078.250000 Penalty: 4089.840576
	Iteration 18Q: 3 clusters Score -385078.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -385107.218750 Penalty: 4089.840576
	Iteration 19Q: 3 clusters Score -385107.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -385125.343750 Penalty: 4089.840576
	Iteration 20F: 3 clusters Score -385125.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -385138.687500 Penalty: 4089.840576
	Iteration 21Q: 3 clusters Score -385138.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -385150.093750 Penalty: 4089.840576
	Iteration 22Q: 3 clusters Score -385150.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -385158.843750 Penalty: 4089.840576
	Iteration 23Q: 3 clusters Score -385158.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -385164.937500 Penalty: 4089.840576
	Iteration 24Q: 3 clusters Score -385164.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -385173.781250 Penalty: 4089.840576
	Iteration 25Q: 3 clusters Score -385173.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -385179.750000 Penalty: 4089.840576
	Iteration 26Q: 3 clusters Score -385179.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -385185.156250 Penalty: 4089.840576
	Iteration 27Q: 3 clusters Score -385185.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -385191.406250 Penalty: 4089.840576
	Iteration 28Q: 3 clusters Score -385191.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -385196.218750 Penalty: 4089.840576
	Iteration 29Q: 3 clusters Score -385196.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -385204.468750 Penalty: 4089.840576
	Iteration 30Q: 3 clusters Score -385204.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -385214.156250 Penalty: 4089.840576
	Iteration 31Q: 3 clusters Score -385214.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -385222.531250 Penalty: 4089.840576
	Iteration 32Q: 3 clusters Score -385222.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -385230.312500 Penalty: 4089.840576
	Iteration 33Q: 3 clusters Score -385230.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -385239.406250 Penalty: 4089.840576
	Iteration 34Q: 3 clusters Score -385239.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -385248.468750 Penalty: 4089.840576
	Iteration 35Q: 3 clusters Score -385248.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -385259.093750 Penalty: 4089.840576
	Iteration 36Q: 3 clusters Score -385259.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -385267.437500 Penalty: 4089.840576
	Iteration 37Q: 3 clusters Score -385267.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -385275.843750 Penalty: 4089.840576
	Iteration 38Q: 3 clusters Score -385275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -385276.593750 Penalty: 4089.840576
	Iteration 39Q: 3 clusters Score -385276.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -385278.375000 Penalty: 4089.840576
	Iteration 40F: 3 clusters Score -385278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -385280.781250 Penalty: 4089.840576
	Iteration 41Q: 3 clusters Score -385280.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -385283.593750 Penalty: 4089.840576
	Iteration 42Q: 3 clusters Score -385283.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -385286.218750 Penalty: 4089.840576
	Iteration 43Q: 3 clusters Score -385286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -385289.281250 Penalty: 4089.840576
	Iteration 44Q: 3 clusters Score -385289.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -385290.343750 Penalty: 4089.840576
	Iteration 45Q: 3 clusters Score -385290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -385291.000000 Penalty: 4089.840576
	Iteration 46Q: 3 clusters Score -385291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -385292.906250 Penalty: 4089.840576
	Iteration 47Q: 3 clusters Score -385292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -385293.000000 Penalty: 4089.840576
	Iteration 48Q: 3 clusters Score -385293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -385293.843750 Penalty: 4089.840576
	Iteration 49Q: 3 clusters Score -385293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -385295.437500 Penalty: 4089.840576
	Iteration 50Q: 3 clusters Score -385295.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -385295.437500 Penalty: 4089.840576
	Iteration 51F: 3 clusters Score -385295.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Entering Unmasked Estep 
Score: -183691.609375 Penalty: 1876.958130
	Iteration 0F: 2 clusters Score -183691.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -181170.015625 Penalty: 3753.916260
	Iteration 0F: 3 clusters Score -181170 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -181941.515625 Penalty: 3753.916260
	Iteration 1F: 3 clusters Score -181941.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -182674.890625 Penalty: 3753.916260
	Iteration 2F: 3 clusters Score -182674.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -183318.734375 Penalty: 3753.916260
	Iteration 3F: 3 clusters Score -183318.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -183738.140625 Penalty: 3753.916260
	Iteration 4F: 3 clusters Score -183738.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -184261.031250 Penalty: 3753.916260
	Iteration 5F: 3 clusters Score -184261 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -184861.328125 Penalty: 3753.916260
	Iteration 6F: 3 clusters Score -184861.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -185415.406250 Penalty: 3753.916260
	Iteration 7Q: 3 clusters Score -185415.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -186063.125000 Penalty: 3753.916260
	Iteration 8Q: 3 clusters Score -186063.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -186167.031250 Penalty: 3753.916260
	Iteration 9Q: 3 clusters Score -186167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -186168.015625 Penalty: 3753.916260
	Iteration 10Q: 3 clusters Score -186168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -186168.015625 Penalty: 3753.916260
	Iteration 11F: 3 clusters Score -186168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 92201 members 
Mstep: Class 3 contains 2755 members 
Mstep: Class 4 contains 26588 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 11195 members 
Mstep: Class 7 contains 153041 members 
Mstep: Class 8 contains 3811 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 12857 members 
Mstep: Class 11 contains 20609 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 50970 members 
Mstep: Class 14 contains 15830 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 325612 members 
Mstep: Class 17 contains 6838 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 11440 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113502 members 
Mstep: Class 24 contains 22275 members 
Entering Unmasked Estep 
Score: -98096424.000000 Penalty: 78209.109375
Splitting cluster 9 changes total score from -98093424.000000 to -98096424.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 10 (12857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Entering Unmasked Estep 
Score: -1422375.500000 Penalty: 2346.487549
	Iteration 0F: 2 clusters Score -1422376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1412865.375000 Penalty: 4692.975098
	Iteration 0F: 3 clusters Score -1412865 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1415688.250000 Penalty: 4692.975098
	Iteration 1F: 3 clusters Score -1415688 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1415974.375000 Penalty: 4692.975098
	Iteration 2F: 3 clusters Score -1415974 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1416179.375000 Penalty: 4692.975098
	Iteration 3Q: 3 clusters Score -1416179 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1416350.375000 Penalty: 4692.975098
	Iteration 4Q: 3 clusters Score -1416350 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1416481.000000 Penalty: 4692.975098
	Iteration 5Q: 3 clusters Score -1416481 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1416597.250000 Penalty: 4692.975098
	Iteration 6Q: 3 clusters Score -1416597 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1416702.000000 Penalty: 4692.975098
	Iteration 7Q: 3 clusters Score -1416702 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1416805.375000 Penalty: 4692.975098
	Iteration 8Q: 3 clusters Score -1416805 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1416914.125000 Penalty: 4692.975098
	Iteration 9Q: 3 clusters Score -1416914 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1417045.625000 Penalty: 4692.975098
	Iteration 10Q: 3 clusters Score -1417046 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1417212.500000 Penalty: 4692.975098
	Iteration 11Q: 3 clusters Score -1417212 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1417440.625000 Penalty: 4692.975098
	Iteration 12Q: 3 clusters Score -1417441 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1417723.625000 Penalty: 4692.975098
	Iteration 13Q: 3 clusters Score -1417724 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1418057.875000 Penalty: 4692.975098
	Iteration 14Q: 3 clusters Score -1418058 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1418479.250000 Penalty: 4692.975098
	Iteration 15Q: 3 clusters Score -1418479 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1418919.250000 Penalty: 4692.975098
	Iteration 16Q: 3 clusters Score -1418919 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1419333.875000 Penalty: 4692.975098
	Iteration 17Q: 3 clusters Score -1419334 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1419649.750000 Penalty: 4692.975098
	Iteration 18Q: 3 clusters Score -1419650 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1419884.875000 Penalty: 4692.975098
	Iteration 19Q: 3 clusters Score -1419885 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1420054.250000 Penalty: 4692.975098
	Iteration 20F: 3 clusters Score -1420054 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1420165.625000 Penalty: 4692.975098
	Iteration 21Q: 3 clusters Score -1420166 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1420219.125000 Penalty: 4692.975098
	Iteration 22Q: 3 clusters Score -1420219 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1420258.625000 Penalty: 4692.975098
	Iteration 23Q: 3 clusters Score -1420259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1420274.000000 Penalty: 4692.975098
	Iteration 24Q: 3 clusters Score -1420274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1420296.875000 Penalty: 4692.975098
	Iteration 25Q: 3 clusters Score -1420297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1420312.875000 Penalty: 4692.975098
	Iteration 26Q: 3 clusters Score -1420313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1420329.000000 Penalty: 4692.975098
	Iteration 27Q: 3 clusters Score -1420329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1420334.500000 Penalty: 4692.975098
	Iteration 28Q: 3 clusters Score -1420334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1420341.375000 Penalty: 4692.975098
	Iteration 29Q: 3 clusters Score -1420341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1420344.750000 Penalty: 4692.975098
	Iteration 30Q: 3 clusters Score -1420345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1420344.625000 Penalty: 4692.975098
	Iteration 31Q: 3 clusters Score -1420345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1420347.250000 Penalty: 4692.975098
	Iteration 32Q: 3 clusters Score -1420347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1420344.250000 Penalty: 4692.975098
	Iteration 33Q: 3 clusters Score -1420344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1420344.250000 Penalty: 4692.975098
	Iteration 34F: 3 clusters Score -1420344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Entering Unmasked Estep 
Score: -2341386.750000 Penalty: 2463.503906
	Iteration 0F: 2 clusters Score -2341387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2326987.500000 Penalty: 4927.007812
	Iteration 0F: 3 clusters Score -2326988 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2332011.250000 Penalty: 4927.007812
	Iteration 1F: 3 clusters Score -2332011 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2332448.250000 Penalty: 4927.007812
	Iteration 2F: 3 clusters Score -2332448 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2332841.250000 Penalty: 4927.007812
	Iteration 3Q: 3 clusters Score -2332841 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2333211.750000 Penalty: 4927.007812
	Iteration 4Q: 3 clusters Score -2333212 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2333561.000000 Penalty: 4927.007812
	Iteration 5Q: 3 clusters Score -2333561 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -2333910.500000 Penalty: 4927.007812
	Iteration 6Q: 3 clusters Score -2333910 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2334266.500000 Penalty: 4927.007812
	Iteration 7Q: 3 clusters Score -2334266 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2334689.750000 Penalty: 4927.007812
	Iteration 8Q: 3 clusters Score -2334690 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2335128.000000 Penalty: 4927.007812
	Iteration 9Q: 3 clusters Score -2335128 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2335572.500000 Penalty: 4927.007812
	Iteration 10Q: 3 clusters Score -2335572 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2336053.750000 Penalty: 4927.007812
	Iteration 11Q: 3 clusters Score -2336054 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2336416.750000 Penalty: 4927.007812
	Iteration 12Q: 3 clusters Score -2336417 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2336654.500000 Penalty: 4927.007812
	Iteration 13Q: 3 clusters Score -2336654 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2336810.250000 Penalty: 4927.007812
	Iteration 14Q: 3 clusters Score -2336810 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2336896.500000 Penalty: 4927.007812
	Iteration 15Q: 3 clusters Score -2336896 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2336942.250000 Penalty: 4927.007812
	Iteration 16Q: 3 clusters Score -2336942 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2336981.500000 Penalty: 4927.007812
	Iteration 17Q: 3 clusters Score -2336982 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2337024.750000 Penalty: 4927.007812
	Iteration 18Q: 3 clusters Score -2337025 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2337053.750000 Penalty: 4927.007812
	Iteration 19Q: 3 clusters Score -2337054 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2337082.500000 Penalty: 4927.007812
	Iteration 20F: 3 clusters Score -2337082 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2337109.000000 Penalty: 4927.007812
	Iteration 21Q: 3 clusters Score -2337109 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2337138.750000 Penalty: 4927.007812
	Iteration 22Q: 3 clusters Score -2337139 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2337174.250000 Penalty: 4927.007812
	Iteration 23Q: 3 clusters Score -2337174 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2337217.750000 Penalty: 4927.007812
	Iteration 24Q: 3 clusters Score -2337218 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2337259.750000 Penalty: 4927.007812
	Iteration 25Q: 3 clusters Score -2337260 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2337309.000000 Penalty: 4927.007812
	Iteration 26Q: 3 clusters Score -2337309 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2337373.250000 Penalty: 4927.007812
	Iteration 27Q: 3 clusters Score -2337373 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2337447.000000 Penalty: 4927.007812
	Iteration 28Q: 3 clusters Score -2337447 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2337516.750000 Penalty: 4927.007812
	Iteration 29Q: 3 clusters Score -2337517 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2337566.500000 Penalty: 4927.007812
	Iteration 30Q: 3 clusters Score -2337566 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2337626.250000 Penalty: 4927.007812
	Iteration 31Q: 3 clusters Score -2337626 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2337672.250000 Penalty: 4927.007812
	Iteration 32Q: 3 clusters Score -2337672 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2337718.000000 Penalty: 4927.007812
	Iteration 33Q: 3 clusters Score -2337718 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2337762.250000 Penalty: 4927.007812
	Iteration 34Q: 3 clusters Score -2337762 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2337796.250000 Penalty: 4927.007812
	Iteration 35Q: 3 clusters Score -2337796 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2337818.500000 Penalty: 4927.007812
	Iteration 36Q: 3 clusters Score -2337818 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2337837.250000 Penalty: 4927.007812
	Iteration 37Q: 3 clusters Score -2337837 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2337844.000000 Penalty: 4927.007812
	Iteration 38Q: 3 clusters Score -2337844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2337848.250000 Penalty: 4927.007812
	Iteration 39Q: 3 clusters Score -2337848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2337857.250000 Penalty: 4927.007812
	Iteration 40F: 3 clusters Score -2337857 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2337866.000000 Penalty: 4927.007812
	Iteration 41Q: 3 clusters Score -2337866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2337867.250000 Penalty: 4927.007812
	Iteration 42Q: 3 clusters Score -2337867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2337878.750000 Penalty: 4927.007812
	Iteration 43Q: 3 clusters Score -2337879 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2337878.250000 Penalty: 4927.007812
	Iteration 44Q: 3 clusters Score -2337878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2337875.750000 Penalty: 4927.007812
	Iteration 45Q: 3 clusters Score -2337876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2337881.750000 Penalty: 4927.007812
	Iteration 46Q: 3 clusters Score -2337882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2337876.500000 Penalty: 4927.007812
	Iteration 47Q: 3 clusters Score -2337876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -2337885.250000 Penalty: 4927.007812
	Iteration 48Q: 3 clusters Score -2337885 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2337888.250000 Penalty: 4927.007812
	Iteration 49Q: 3 clusters Score -2337888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2337896.000000 Penalty: 4927.007812
	Iteration 50Q: 3 clusters Score -2337896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2337901.000000 Penalty: 4927.007812
	Iteration 51Q: 3 clusters Score -2337901 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2337908.250000 Penalty: 4927.007812
	Iteration 52Q: 3 clusters Score -2337908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2337907.750000 Penalty: 4927.007812
	Iteration 53Q: 3 clusters Score -2337908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2337915.500000 Penalty: 4927.007812
	Iteration 54Q: 3 clusters Score -2337916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2337918.500000 Penalty: 4927.007812
	Iteration 55Q: 3 clusters Score -2337918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2337920.000000 Penalty: 4927.007812
	Iteration 56Q: 3 clusters Score -2337920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2337927.750000 Penalty: 4927.007812
	Iteration 57Q: 3 clusters Score -2337928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2337924.250000 Penalty: 4927.007812
	Iteration 58Q: 3 clusters Score -2337924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2337927.000000 Penalty: 4927.007812
	Iteration 59Q: 3 clusters Score -2337927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2337931.250000 Penalty: 4927.007812
	Iteration 60F: 3 clusters Score -2337931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2337937.750000 Penalty: 4927.007812
	Iteration 61Q: 3 clusters Score -2337938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2337941.000000 Penalty: 4927.007812
	Iteration 62Q: 3 clusters Score -2337941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2337942.500000 Penalty: 4927.007812
	Iteration 63Q: 3 clusters Score -2337942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2337934.000000 Penalty: 4927.007812
	Iteration 64Q: 3 clusters Score -2337934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -2337941.000000 Penalty: 4927.007812
	Iteration 65Q: 3 clusters Score -2337941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2337946.500000 Penalty: 4927.007812
	Iteration 66Q: 3 clusters Score -2337946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2337948.000000 Penalty: 4927.007812
	Iteration 67Q: 3 clusters Score -2337948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2337950.250000 Penalty: 4927.007812
	Iteration 68Q: 3 clusters Score -2337950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2337951.750000 Penalty: 4927.007812
	Iteration 69Q: 3 clusters Score -2337952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2337947.250000 Penalty: 4927.007812
	Iteration 70Q: 3 clusters Score -2337947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2337947.250000 Penalty: 4927.007812
	Iteration 71Q: 3 clusters Score -2337947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2337947.000000 Penalty: 4927.007812
	Iteration 72Q: 3 clusters Score -2337947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2337951.250000 Penalty: 4927.007812
	Iteration 73Q: 3 clusters Score -2337951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2337953.500000 Penalty: 4927.007812
	Iteration 74Q: 3 clusters Score -2337954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2337957.500000 Penalty: 4927.007812
	Iteration 75Q: 3 clusters Score -2337958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -2337953.750000 Penalty: 4927.007812
	Iteration 76Q: 3 clusters Score -2337954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2337954.000000 Penalty: 4927.007812
	Iteration 77Q: 3 clusters Score -2337954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2337961.750000 Penalty: 4927.007812
	Iteration 78Q: 3 clusters Score -2337962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2337957.250000 Penalty: 4927.007812
	Iteration 79Q: 3 clusters Score -2337957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2337963.750000 Penalty: 4927.007812
	Iteration 80F: 3 clusters Score -2337964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2337960.750000 Penalty: 4927.007812
	Iteration 81Q: 3 clusters Score -2337961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2337965.000000 Penalty: 4927.007812
	Iteration 82Q: 3 clusters Score -2337965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2337964.750000 Penalty: 4927.007812
	Iteration 83Q: 3 clusters Score -2337965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2337969.000000 Penalty: 4927.007812
	Iteration 84Q: 3 clusters Score -2337969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -2337965.750000 Penalty: 4927.007812
	Iteration 85Q: 3 clusters Score -2337966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2337965.500000 Penalty: 4927.007812
	Iteration 86Q: 3 clusters Score -2337966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2337964.500000 Penalty: 4927.007812
	Iteration 87Q: 3 clusters Score -2337964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2337966.750000 Penalty: 4927.007812
	Iteration 88Q: 3 clusters Score -2337967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2337972.500000 Penalty: 4927.007812
	Iteration 89Q: 3 clusters Score -2337972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2337967.000000 Penalty: 4927.007812
	Iteration 90Q: 3 clusters Score -2337967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2337972.000000 Penalty: 4927.007812
	Iteration 91Q: 3 clusters Score -2337972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2337975.500000 Penalty: 4927.007812
	Iteration 92Q: 3 clusters Score -2337976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2337978.750000 Penalty: 4927.007812
	Iteration 93Q: 3 clusters Score -2337979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2337975.750000 Penalty: 4927.007812
	Iteration 94Q: 3 clusters Score -2337976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2337982.000000 Penalty: 4927.007812
	Iteration 95Q: 3 clusters Score -2337982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2337989.250000 Penalty: 4927.007812
	Iteration 96Q: 3 clusters Score -2337989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2338001.000000 Penalty: 4927.007812
	Iteration 97Q: 3 clusters Score -2338001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2337999.000000 Penalty: 4927.007812
	Iteration 98Q: 3 clusters Score -2337999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2338006.500000 Penalty: 4927.007812
	Iteration 99Q: 3 clusters Score -2338006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2338009.750000 Penalty: 4927.007812
	Iteration 100F: 3 clusters Score -2338010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2338016.000000 Penalty: 4927.007812
	Iteration 101Q: 3 clusters Score -2338016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2338020.750000 Penalty: 4927.007812
	Iteration 102Q: 3 clusters Score -2338021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2338018.750000 Penalty: 4927.007812
	Iteration 103Q: 3 clusters Score -2338019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2338020.250000 Penalty: 4927.007812
	Iteration 104Q: 3 clusters Score -2338020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2338028.250000 Penalty: 4927.007812
	Iteration 105Q: 3 clusters Score -2338028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2338024.000000 Penalty: 4927.007812
	Iteration 106Q: 3 clusters Score -2338024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2338029.750000 Penalty: 4927.007812
	Iteration 107Q: 3 clusters Score -2338030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2338034.750000 Penalty: 4927.007812
	Iteration 108Q: 3 clusters Score -2338035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2338033.500000 Penalty: 4927.007812
	Iteration 109Q: 3 clusters Score -2338034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2338039.000000 Penalty: 4927.007812
	Iteration 110Q: 3 clusters Score -2338039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2338039.750000 Penalty: 4927.007812
	Iteration 111Q: 3 clusters Score -2338040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2338043.500000 Penalty: 4927.007812
	Iteration 112Q: 3 clusters Score -2338044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2338044.250000 Penalty: 4927.007812
	Iteration 113Q: 3 clusters Score -2338044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2338056.750000 Penalty: 4927.007812
	Iteration 114Q: 3 clusters Score -2338057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2338057.250000 Penalty: 4927.007812
	Iteration 115Q: 3 clusters Score -2338057 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2338065.000000 Penalty: 4927.007812
	Iteration 116Q: 3 clusters Score -2338065 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2338069.500000 Penalty: 4927.007812
	Iteration 117Q: 3 clusters Score -2338070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2338070.250000 Penalty: 4927.007812
	Iteration 118Q: 3 clusters Score -2338070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2338085.500000 Penalty: 4927.007812
	Iteration 119Q: 3 clusters Score -2338086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2338088.000000 Penalty: 4927.007812
	Iteration 120F: 3 clusters Score -2338088 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2338092.750000 Penalty: 4927.007812
	Iteration 121Q: 3 clusters Score -2338093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2338096.500000 Penalty: 4927.007812
	Iteration 122Q: 3 clusters Score -2338096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2338090.500000 Penalty: 4927.007812
	Iteration 123Q: 3 clusters Score -2338090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -2338102.000000 Penalty: 4927.007812
	Iteration 124Q: 3 clusters Score -2338102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -2338107.500000 Penalty: 4927.007812
	Iteration 125Q: 3 clusters Score -2338108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2338109.250000 Penalty: 4927.007812
	Iteration 126Q: 3 clusters Score -2338109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -2338119.250000 Penalty: 4927.007812
	Iteration 127Q: 3 clusters Score -2338119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2338117.500000 Penalty: 4927.007812
	Iteration 128Q: 3 clusters Score -2338118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2338125.750000 Penalty: 4927.007812
	Iteration 129Q: 3 clusters Score -2338126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2338137.750000 Penalty: 4927.007812
	Iteration 130Q: 3 clusters Score -2338138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -2338146.250000 Penalty: 4927.007812
	Iteration 131Q: 3 clusters Score -2338146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2338148.500000 Penalty: 4927.007812
	Iteration 132Q: 3 clusters Score -2338148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2338159.000000 Penalty: 4927.007812
	Iteration 133Q: 3 clusters Score -2338159 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2338174.000000 Penalty: 4927.007812
	Iteration 134Q: 3 clusters Score -2338174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -2338186.250000 Penalty: 4927.007812
	Iteration 135Q: 3 clusters Score -2338186 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2338191.750000 Penalty: 4927.007812
	Iteration 136Q: 3 clusters Score -2338192 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -2338206.750000 Penalty: 4927.007812
	Iteration 137Q: 3 clusters Score -2338207 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2338211.250000 Penalty: 4927.007812
	Iteration 138Q: 3 clusters Score -2338211 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -2338218.500000 Penalty: 4927.007812
	Iteration 139Q: 3 clusters Score -2338218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2338230.000000 Penalty: 4927.007812
	Iteration 140F: 3 clusters Score -2338230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2338229.250000 Penalty: 4927.007812
	Iteration 141Q: 3 clusters Score -2338229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2338230.250000 Penalty: 4927.007812
	Iteration 142Q: 3 clusters Score -2338230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2338232.000000 Penalty: 4927.007812
	Iteration 143Q: 3 clusters Score -2338232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2338231.250000 Penalty: 4927.007812
	Iteration 144Q: 3 clusters Score -2338231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2338236.000000 Penalty: 4927.007812
	Iteration 145Q: 3 clusters Score -2338236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2338246.500000 Penalty: 4927.007812
	Iteration 146Q: 3 clusters Score -2338246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2338251.500000 Penalty: 4927.007812
	Iteration 147Q: 3 clusters Score -2338252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2338258.000000 Penalty: 4927.007812
	Iteration 148Q: 3 clusters Score -2338258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2338263.000000 Penalty: 4927.007812
	Iteration 149Q: 3 clusters Score -2338263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2338265.500000 Penalty: 4927.007812
	Iteration 150Q: 3 clusters Score -2338266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2338269.750000 Penalty: 4927.007812
	Iteration 151Q: 3 clusters Score -2338270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2338275.500000 Penalty: 4927.007812
	Iteration 152Q: 3 clusters Score -2338276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2338298.500000 Penalty: 4927.007812
	Iteration 153Q: 3 clusters Score -2338298 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2338313.500000 Penalty: 4927.007812
	Iteration 154Q: 3 clusters Score -2338314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2338333.250000 Penalty: 4927.007812
	Iteration 155Q: 3 clusters Score -2338333 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -2338347.500000 Penalty: 4927.007812
	Iteration 156Q: 3 clusters Score -2338348 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2338356.250000 Penalty: 4927.007812
	Iteration 157Q: 3 clusters Score -2338356 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -2338363.250000 Penalty: 4927.007812
	Iteration 158Q: 3 clusters Score -2338363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2338377.250000 Penalty: 4927.007812
	Iteration 159Q: 3 clusters Score -2338377 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -2338384.500000 Penalty: 4927.007812
	Iteration 160F: 3 clusters Score -2338384 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2338399.500000 Penalty: 4927.007812
	Iteration 161Q: 3 clusters Score -2338400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2338409.000000 Penalty: 4927.007812
	Iteration 162Q: 3 clusters Score -2338409 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2338409.000000 Penalty: 4927.007812
	Iteration 163Q: 3 clusters Score -2338409 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2338423.000000 Penalty: 4927.007812
	Iteration 164Q: 3 clusters Score -2338423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2338434.000000 Penalty: 4927.007812
	Iteration 165Q: 3 clusters Score -2338434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2338443.750000 Penalty: 4927.007812
	Iteration 166Q: 3 clusters Score -2338444 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2338446.750000 Penalty: 4927.007812
	Iteration 167Q: 3 clusters Score -2338447 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2338466.750000 Penalty: 4927.007812
	Iteration 168Q: 3 clusters Score -2338467 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2338475.500000 Penalty: 4927.007812
	Iteration 169Q: 3 clusters Score -2338476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -2338487.750000 Penalty: 4927.007812
	Iteration 170Q: 3 clusters Score -2338488 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2338484.250000 Penalty: 4927.007812
	Iteration 171Q: 3 clusters Score -2338484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2338496.250000 Penalty: 4927.007812
	Iteration 172Q: 3 clusters Score -2338496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2338506.250000 Penalty: 4927.007812
	Iteration 173Q: 3 clusters Score -2338506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2338519.000000 Penalty: 4927.007812
	Iteration 174Q: 3 clusters Score -2338519 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -2338534.500000 Penalty: 4927.007812
	Iteration 175Q: 3 clusters Score -2338534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2338539.750000 Penalty: 4927.007812
	Iteration 176Q: 3 clusters Score -2338540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2338556.000000 Penalty: 4927.007812
	Iteration 177Q: 3 clusters Score -2338556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2338565.000000 Penalty: 4927.007812
	Iteration 178Q: 3 clusters Score -2338565 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -2338579.000000 Penalty: 4927.007812
	Iteration 179Q: 3 clusters Score -2338579 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2338572.750000 Penalty: 4927.007812
	Iteration 180F: 3 clusters Score -2338573 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2338585.000000 Penalty: 4927.007812
	Iteration 181Q: 3 clusters Score -2338585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2338593.250000 Penalty: 4927.007812
	Iteration 182Q: 3 clusters Score -2338593 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2338606.500000 Penalty: 4927.007812
	Iteration 183Q: 3 clusters Score -2338606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2338619.250000 Penalty: 4927.007812
	Iteration 184Q: 3 clusters Score -2338619 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2338630.250000 Penalty: 4927.007812
	Iteration 185Q: 3 clusters Score -2338630 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2338647.500000 Penalty: 4927.007812
	Iteration 186Q: 3 clusters Score -2338648 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -2338665.500000 Penalty: 4927.007812
	Iteration 187Q: 3 clusters Score -2338666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2338684.000000 Penalty: 4927.007812
	Iteration 188Q: 3 clusters Score -2338684 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2338699.250000 Penalty: 4927.007812
	Iteration 189Q: 3 clusters Score -2338699 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2338723.750000 Penalty: 4927.007812
	Iteration 190Q: 3 clusters Score -2338724 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2338730.750000 Penalty: 4927.007812
	Iteration 191Q: 3 clusters Score -2338731 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2338732.000000 Penalty: 4927.007812
	Iteration 192Q: 3 clusters Score -2338732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2338744.250000 Penalty: 4927.007812
	Iteration 193Q: 3 clusters Score -2338744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2338751.500000 Penalty: 4927.007812
	Iteration 194Q: 3 clusters Score -2338752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2338755.750000 Penalty: 4927.007812
	Iteration 195Q: 3 clusters Score -2338756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2338763.750000 Penalty: 4927.007812
	Iteration 196Q: 3 clusters Score -2338764 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2338783.000000 Penalty: 4927.007812
	Iteration 197Q: 3 clusters Score -2338783 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2338793.250000 Penalty: 4927.007812
	Iteration 198Q: 3 clusters Score -2338793 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2338807.500000 Penalty: 4927.007812
	Iteration 199Q: 3 clusters Score -2338808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2338817.250000 Penalty: 4927.007812
	Iteration 200F: 3 clusters Score -2338817 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2338832.750000 Penalty: 4927.007812
	Iteration 201Q: 3 clusters Score -2338833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -2338839.250000 Penalty: 4927.007812
	Iteration 202Q: 3 clusters Score -2338839 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2338841.500000 Penalty: 4927.007812
	Iteration 203Q: 3 clusters Score -2338842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2338854.750000 Penalty: 4927.007812
	Iteration 204Q: 3 clusters Score -2338855 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2338864.500000 Penalty: 4927.007812
	Iteration 205Q: 3 clusters Score -2338864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2338872.750000 Penalty: 4927.007812
	Iteration 206Q: 3 clusters Score -2338873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -2338875.500000 Penalty: 4927.007812
	Iteration 207Q: 3 clusters Score -2338876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2338888.000000 Penalty: 4927.007812
	Iteration 208Q: 3 clusters Score -2338888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2338896.000000 Penalty: 4927.007812
	Iteration 209Q: 3 clusters Score -2338896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -2338906.000000 Penalty: 4927.007812
	Iteration 210Q: 3 clusters Score -2338906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2338904.250000 Penalty: 4927.007812
	Iteration 211Q: 3 clusters Score -2338904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2338913.250000 Penalty: 4927.007812
	Iteration 212Q: 3 clusters Score -2338913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2338914.500000 Penalty: 4927.007812
	Iteration 213Q: 3 clusters Score -2338914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2338912.500000 Penalty: 4927.007812
	Iteration 214Q: 3 clusters Score -2338912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2338918.500000 Penalty: 4927.007812
	Iteration 215Q: 3 clusters Score -2338918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2338921.250000 Penalty: 4927.007812
	Iteration 216Q: 3 clusters Score -2338921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2338927.250000 Penalty: 4927.007812
	Iteration 217Q: 3 clusters Score -2338927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2338927.000000 Penalty: 4927.007812
	Iteration 218Q: 3 clusters Score -2338927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2338931.000000 Penalty: 4927.007812
	Iteration 219Q: 3 clusters Score -2338931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2338932.750000 Penalty: 4927.007812
	Iteration 220F: 3 clusters Score -2338933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2338936.000000 Penalty: 4927.007812
	Iteration 221Q: 3 clusters Score -2338936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2338935.250000 Penalty: 4927.007812
	Iteration 222Q: 3 clusters Score -2338935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2338937.500000 Penalty: 4927.007812
	Iteration 223Q: 3 clusters Score -2338938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2338942.250000 Penalty: 4927.007812
	Iteration 224Q: 3 clusters Score -2338942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2338947.500000 Penalty: 4927.007812
	Iteration 225Q: 3 clusters Score -2338948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2338950.000000 Penalty: 4927.007812
	Iteration 226Q: 3 clusters Score -2338950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2338950.750000 Penalty: 4927.007812
	Iteration 227Q: 3 clusters Score -2338951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2338954.500000 Penalty: 4927.007812
	Iteration 228Q: 3 clusters Score -2338954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2338958.750000 Penalty: 4927.007812
	Iteration 229Q: 3 clusters Score -2338959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2338967.000000 Penalty: 4927.007812
	Iteration 230Q: 3 clusters Score -2338967 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2338976.250000 Penalty: 4927.007812
	Iteration 231Q: 3 clusters Score -2338976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2338986.500000 Penalty: 4927.007812
	Iteration 232Q: 3 clusters Score -2338986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2338992.250000 Penalty: 4927.007812
	Iteration 233Q: 3 clusters Score -2338992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2338993.750000 Penalty: 4927.007812
	Iteration 234Q: 3 clusters Score -2338994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2339001.500000 Penalty: 4927.007812
	Iteration 235Q: 3 clusters Score -2339002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2339016.000000 Penalty: 4927.007812
	Iteration 236Q: 3 clusters Score -2339016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2339033.750000 Penalty: 4927.007812
	Iteration 237Q: 3 clusters Score -2339034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2339044.500000 Penalty: 4927.007812
	Iteration 238Q: 3 clusters Score -2339044 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2339065.000000 Penalty: 4927.007812
	Iteration 239Q: 3 clusters Score -2339065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2339090.000000 Penalty: 4927.007812
	Iteration 240F: 3 clusters Score -2339090 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2339106.500000 Penalty: 4927.007812
	Iteration 241Q: 3 clusters Score -2339106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2339122.500000 Penalty: 4927.007812
	Iteration 242Q: 3 clusters Score -2339122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2339140.750000 Penalty: 4927.007812
	Iteration 243Q: 3 clusters Score -2339141 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2339162.500000 Penalty: 4927.007812
	Iteration 244Q: 3 clusters Score -2339162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2339171.000000 Penalty: 4927.007812
	Iteration 245Q: 3 clusters Score -2339171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2339188.750000 Penalty: 4927.007812
	Iteration 246Q: 3 clusters Score -2339189 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2339218.250000 Penalty: 4927.007812
	Iteration 247Q: 3 clusters Score -2339218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2339250.000000 Penalty: 4927.007812
	Iteration 248Q: 3 clusters Score -2339250 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2339274.250000 Penalty: 4927.007812
	Iteration 249Q: 3 clusters Score -2339274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2339280.250000 Penalty: 4927.007812
	Iteration 250Q: 3 clusters Score -2339280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2339289.500000 Penalty: 4927.007812
	Iteration 251Q: 3 clusters Score -2339290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2339301.750000 Penalty: 4927.007812
	Iteration 252Q: 3 clusters Score -2339302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2339303.500000 Penalty: 4927.007812
	Iteration 253Q: 3 clusters Score -2339304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2339309.250000 Penalty: 4927.007812
	Iteration 254Q: 3 clusters Score -2339309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2339317.250000 Penalty: 4927.007812
	Iteration 255Q: 3 clusters Score -2339317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2339328.500000 Penalty: 4927.007812
	Iteration 256Q: 3 clusters Score -2339328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2339332.250000 Penalty: 4927.007812
	Iteration 257Q: 3 clusters Score -2339332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2339332.750000 Penalty: 4927.007812
	Iteration 258Q: 3 clusters Score -2339333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2339339.000000 Penalty: 4927.007812
	Iteration 259Q: 3 clusters Score -2339339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2339345.500000 Penalty: 4927.007812
	Iteration 260F: 3 clusters Score -2339346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2339352.500000 Penalty: 4927.007812
	Iteration 261Q: 3 clusters Score -2339352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2339355.000000 Penalty: 4927.007812
	Iteration 262Q: 3 clusters Score -2339355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2339356.750000 Penalty: 4927.007812
	Iteration 263Q: 3 clusters Score -2339357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2339360.500000 Penalty: 4927.007812
	Iteration 264Q: 3 clusters Score -2339360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2339367.500000 Penalty: 4927.007812
	Iteration 265Q: 3 clusters Score -2339368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2339370.500000 Penalty: 4927.007812
	Iteration 266Q: 3 clusters Score -2339370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2339369.500000 Penalty: 4927.007812
	Iteration 267Q: 3 clusters Score -2339370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2339374.750000 Penalty: 4927.007812
	Iteration 268Q: 3 clusters Score -2339375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2339382.250000 Penalty: 4927.007812
	Iteration 269Q: 3 clusters Score -2339382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2339382.000000 Penalty: 4927.007812
	Iteration 270Q: 3 clusters Score -2339382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2339388.250000 Penalty: 4927.007812
	Iteration 271Q: 3 clusters Score -2339388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2339389.500000 Penalty: 4927.007812
	Iteration 272Q: 3 clusters Score -2339390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2339395.250000 Penalty: 4927.007812
	Iteration 273Q: 3 clusters Score -2339395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2339397.000000 Penalty: 4927.007812
	Iteration 274Q: 3 clusters Score -2339397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2339405.250000 Penalty: 4927.007812
	Iteration 275Q: 3 clusters Score -2339405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2339408.750000 Penalty: 4927.007812
	Iteration 276Q: 3 clusters Score -2339409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2339408.750000 Penalty: 4927.007812
	Iteration 277Q: 3 clusters Score -2339409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2339412.500000 Penalty: 4927.007812
	Iteration 278Q: 3 clusters Score -2339412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2339415.500000 Penalty: 4927.007812
	Iteration 279Q: 3 clusters Score -2339416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2339413.500000 Penalty: 4927.007812
	Iteration 280F: 3 clusters Score -2339414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2339414.000000 Penalty: 4927.007812
	Iteration 281Q: 3 clusters Score -2339414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2339415.250000 Penalty: 4927.007812
	Iteration 282Q: 3 clusters Score -2339415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2339415.000000 Penalty: 4927.007812
	Iteration 283Q: 3 clusters Score -2339415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2339416.250000 Penalty: 4927.007812
	Iteration 284Q: 3 clusters Score -2339416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2339415.250000 Penalty: 4927.007812
	Iteration 285Q: 3 clusters Score -2339415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2339415.250000 Penalty: 4927.007812
	Iteration 286F: 3 clusters Score -2339415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -51950.750000 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -51950.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50461.968750 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -50461.97 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50714.656250 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -50714.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -50815.351562 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -50815.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50869.304688 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -50869.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50879.589844 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -50879.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50882.453125 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -50882.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -50884.707031 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -50884.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50887.207031 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -50887.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50889.703125 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -50889.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -50889.703125 Penalty: 3136.882080
	Iteration 9F: 3 clusters Score -50889.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (50970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Entering Unmasked Estep 
Score: -5703573.500000 Penalty: 2688.070068
	Iteration 0F: 2 clusters Score -5703574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -5669271.000000 Penalty: 5376.140137
	Iteration 0F: 3 clusters Score -5669271 nChanged 23534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -5682592.000000 Penalty: 5376.140137
	Iteration 1F: 3 clusters Score -5682592 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -5683285.000000 Penalty: 5376.140137
	Iteration 2Q: 3 clusters Score -5683285 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -5684102.000000 Penalty: 5376.140137
	Iteration 3Q: 3 clusters Score -5684102 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -5685096.500000 Penalty: 5376.140137
	Iteration 4Q: 3 clusters Score -5685096 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -5686271.000000 Penalty: 5376.140137
	Iteration 5Q: 3 clusters Score -5686271 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -5687916.000000 Penalty: 5376.140137
	Iteration 6F: 3 clusters Score -5687916 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -5690097.000000 Penalty: 5376.140137
	Iteration 7F: 3 clusters Score -5690097 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -5692599.500000 Penalty: 5376.140137
	Iteration 8F: 3 clusters Score -5692600 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -5695023.000000 Penalty: 5376.140137
	Iteration 9F: 3 clusters Score -5695023 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -5696914.500000 Penalty: 5376.140137
	Iteration 10Q: 3 clusters Score -5696914 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -5698305.000000 Penalty: 5376.140137
	Iteration 11Q: 3 clusters Score -5698305 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -5699109.500000 Penalty: 5376.140137
	Iteration 12Q: 3 clusters Score -5699110 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -5699539.500000 Penalty: 5376.140137
	Iteration 13Q: 3 clusters Score -5699540 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -5699849.500000 Penalty: 5376.140137
	Iteration 14Q: 3 clusters Score -5699850 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -5700010.500000 Penalty: 5376.140137
	Iteration 15Q: 3 clusters Score -5700010 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -5700142.500000 Penalty: 5376.140137
	Iteration 16Q: 3 clusters Score -5700142 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -5700248.500000 Penalty: 5376.140137
	Iteration 17Q: 3 clusters Score -5700248 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -5700337.500000 Penalty: 5376.140137
	Iteration 18Q: 3 clusters Score -5700338 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -5700391.000000 Penalty: 5376.140137
	Iteration 19Q: 3 clusters Score -5700391 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -5700448.000000 Penalty: 5376.140137
	Iteration 20F: 3 clusters Score -5700448 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -5700501.500000 Penalty: 5376.140137
	Iteration 21Q: 3 clusters Score -5700502 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -5700552.500000 Penalty: 5376.140137
	Iteration 22Q: 3 clusters Score -5700552 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -5700585.500000 Penalty: 5376.140137
	Iteration 23Q: 3 clusters Score -5700586 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -5700619.000000 Penalty: 5376.140137
	Iteration 24Q: 3 clusters Score -5700619 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -5700666.000000 Penalty: 5376.140137
	Iteration 25Q: 3 clusters Score -5700666 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -5700702.500000 Penalty: 5376.140137
	Iteration 26Q: 3 clusters Score -5700702 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -5700722.500000 Penalty: 5376.140137
	Iteration 27Q: 3 clusters Score -5700722 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -5700748.500000 Penalty: 5376.140137
	Iteration 28Q: 3 clusters Score -5700748 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -5700803.500000 Penalty: 5376.140137
	Iteration 29Q: 3 clusters Score -5700804 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -5700840.500000 Penalty: 5376.140137
	Iteration 30Q: 3 clusters Score -5700840 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -5700870.000000 Penalty: 5376.140137
	Iteration 31Q: 3 clusters Score -5700870 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -5700916.000000 Penalty: 5376.140137
	Iteration 32Q: 3 clusters Score -5700916 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -5700931.500000 Penalty: 5376.140137
	Iteration 33Q: 3 clusters Score -5700932 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -5700981.000000 Penalty: 5376.140137
	Iteration 34Q: 3 clusters Score -5700981 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -5701007.500000 Penalty: 5376.140137
	Iteration 35Q: 3 clusters Score -5701008 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -5701020.500000 Penalty: 5376.140137
	Iteration 36Q: 3 clusters Score -5701020 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -5701048.000000 Penalty: 5376.140137
	Iteration 37Q: 3 clusters Score -5701048 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -5701087.500000 Penalty: 5376.140137
	Iteration 38Q: 3 clusters Score -5701088 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -5701127.500000 Penalty: 5376.140137
	Iteration 39Q: 3 clusters Score -5701128 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
Score: -5701146.000000 Penalty: 5376.140137
	Iteration 40F: 3 clusters Score -5701146 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -5701171.000000 Penalty: 5376.140137
	Iteration 41Q: 3 clusters Score -5701171 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -5701180.500000 Penalty: 5376.140137
	Iteration 42Q: 3 clusters Score -5701180 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -5701179.500000 Penalty: 5376.140137
	Iteration 43Q: 3 clusters Score -5701180 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -5701188.500000 Penalty: 5376.140137
	Iteration 44Q: 3 clusters Score -5701188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -5701190.500000 Penalty: 5376.140137
	Iteration 45Q: 3 clusters Score -5701190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -5701200.000000 Penalty: 5376.140137
	Iteration 46Q: 3 clusters Score -5701200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -5701205.000000 Penalty: 5376.140137
	Iteration 47Q: 3 clusters Score -5701205 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -5701215.500000 Penalty: 5376.140137
	Iteration 48Q: 3 clusters Score -5701216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -5701219.500000 Penalty: 5376.140137
	Iteration 49Q: 3 clusters Score -5701220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -5701223.000000 Penalty: 5376.140137
	Iteration 50Q: 3 clusters Score -5701223 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -5701230.000000 Penalty: 5376.140137
	Iteration 51Q: 3 clusters Score -5701230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -5701249.000000 Penalty: 5376.140137
	Iteration 52Q: 3 clusters Score -5701249 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -5701247.000000 Penalty: 5376.140137
	Iteration 53Q: 3 clusters Score -5701247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -5701266.000000 Penalty: 5376.140137
	Iteration 54Q: 3 clusters Score -5701266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -5701267.000000 Penalty: 5376.140137
	Iteration 55Q: 3 clusters Score -5701267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -5701274.500000 Penalty: 5376.140137
	Iteration 56Q: 3 clusters Score -5701274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -5701271.000000 Penalty: 5376.140137
	Iteration 57Q: 3 clusters Score -5701271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -5701271.000000 Penalty: 5376.140137
	Iteration 58Q: 3 clusters Score -5701271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -5701273.000000 Penalty: 5376.140137
	Iteration 59Q: 3 clusters Score -5701273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -5701279.000000 Penalty: 5376.140137
	Iteration 60F: 3 clusters Score -5701279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -5701275.000000 Penalty: 5376.140137
	Iteration 61Q: 3 clusters Score -5701275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -5701292.000000 Penalty: 5376.140137
	Iteration 62Q: 3 clusters Score -5701292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -5701295.500000 Penalty: 5376.140137
	Iteration 63Q: 3 clusters Score -5701296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -5701313.500000 Penalty: 5376.140137
	Iteration 64Q: 3 clusters Score -5701314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -5701308.000000 Penalty: 5376.140137
	Iteration 65Q: 3 clusters Score -5701308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -5701313.000000 Penalty: 5376.140137
	Iteration 66Q: 3 clusters Score -5701313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -5701317.000000 Penalty: 5376.140137
	Iteration 67Q: 3 clusters Score -5701317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -5701317.500000 Penalty: 5376.140137
	Iteration 68Q: 3 clusters Score -5701318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -5701323.500000 Penalty: 5376.140137
	Iteration 69Q: 3 clusters Score -5701324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -5701335.500000 Penalty: 5376.140137
	Iteration 70Q: 3 clusters Score -5701336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -5701341.500000 Penalty: 5376.140137
	Iteration 71Q: 3 clusters Score -5701342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -5701342.500000 Penalty: 5376.140137
	Iteration 72Q: 3 clusters Score -5701342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -5701345.000000 Penalty: 5376.140137
	Iteration 73Q: 3 clusters Score -5701345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -5701348.500000 Penalty: 5376.140137
	Iteration 74Q: 3 clusters Score -5701348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -5701353.500000 Penalty: 5376.140137
	Iteration 75Q: 3 clusters Score -5701354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -5701360.000000 Penalty: 5376.140137
	Iteration 76Q: 3 clusters Score -5701360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -5701354.500000 Penalty: 5376.140137
	Iteration 77Q: 3 clusters Score -5701354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -5701359.000000 Penalty: 5376.140137
	Iteration 78Q: 3 clusters Score -5701359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -5701367.500000 Penalty: 5376.140137
	Iteration 79Q: 3 clusters Score -5701368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -5701368.500000 Penalty: 5376.140137
	Iteration 80F: 3 clusters Score -5701368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -5701364.500000 Penalty: 5376.140137
	Iteration 81Q: 3 clusters Score -5701364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -5701367.000000 Penalty: 5376.140137
	Iteration 82Q: 3 clusters Score -5701367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -5701374.000000 Penalty: 5376.140137
	Iteration 83Q: 3 clusters Score -5701374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -5701371.000000 Penalty: 5376.140137
	Iteration 84Q: 3 clusters Score -5701371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -5701374.000000 Penalty: 5376.140137
	Iteration 85Q: 3 clusters Score -5701374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -5701379.000000 Penalty: 5376.140137
	Iteration 86Q: 3 clusters Score -5701379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -5701374.500000 Penalty: 5376.140137
	Iteration 87Q: 3 clusters Score -5701374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -5701376.500000 Penalty: 5376.140137
	Iteration 88Q: 3 clusters Score -5701376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -5701376.500000 Penalty: 5376.140137
	Iteration 89F: 3 clusters Score -5701376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Entering Unmasked Estep 
Score: -1778155.125000 Penalty: 2398.076172
	Iteration 0F: 2 clusters Score -1778155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1766794.875000 Penalty: 4796.152344
	Iteration 0F: 3 clusters Score -1766795 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1770448.500000 Penalty: 4796.152344
	Iteration 1F: 3 clusters Score -1770448 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1770831.500000 Penalty: 4796.152344
	Iteration 2F: 3 clusters Score -1770832 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1771191.625000 Penalty: 4796.152344
	Iteration 3Q: 3 clusters Score -1771192 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1771577.625000 Penalty: 4796.152344
	Iteration 4Q: 3 clusters Score -1771578 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1771962.625000 Penalty: 4796.152344
	Iteration 5Q: 3 clusters Score -1771963 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1772397.625000 Penalty: 4796.152344
	Iteration 6Q: 3 clusters Score -1772398 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1772877.125000 Penalty: 4796.152344
	Iteration 7F: 3 clusters Score -1772877 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1773376.875000 Penalty: 4796.152344
	Iteration 8F: 3 clusters Score -1773377 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1773953.125000 Penalty: 4796.152344
	Iteration 9F: 3 clusters Score -1773953 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -1774573.000000 Penalty: 4796.152344
	Iteration 10Q: 3 clusters Score -1774573 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1775266.375000 Penalty: 4796.152344
	Iteration 11Q: 3 clusters Score -1775266 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -1775892.250000 Penalty: 4796.152344
	Iteration 12Q: 3 clusters Score -1775892 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1776325.625000 Penalty: 4796.152344
	Iteration 13Q: 3 clusters Score -1776326 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1776580.625000 Penalty: 4796.152344
	Iteration 14Q: 3 clusters Score -1776581 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1776701.250000 Penalty: 4796.152344
	Iteration 15Q: 3 clusters Score -1776701 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1776765.125000 Penalty: 4796.152344
	Iteration 16Q: 3 clusters Score -1776765 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1776815.000000 Penalty: 4796.152344
	Iteration 17Q: 3 clusters Score -1776815 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1776849.125000 Penalty: 4796.152344
	Iteration 18Q: 3 clusters Score -1776849 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1776873.250000 Penalty: 4796.152344
	Iteration 19Q: 3 clusters Score -1776873 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1776888.000000 Penalty: 4796.152344
	Iteration 20F: 3 clusters Score -1776888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -1776899.625000 Penalty: 4796.152344
	Iteration 21Q: 3 clusters Score -1776900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1776905.000000 Penalty: 4796.152344
	Iteration 22Q: 3 clusters Score -1776905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1776909.250000 Penalty: 4796.152344
	Iteration 23Q: 3 clusters Score -1776909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1776916.000000 Penalty: 4796.152344
	Iteration 24Q: 3 clusters Score -1776916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1776920.125000 Penalty: 4796.152344
	Iteration 25Q: 3 clusters Score -1776920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1776922.375000 Penalty: 4796.152344
	Iteration 26Q: 3 clusters Score -1776922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1776924.250000 Penalty: 4796.152344
	Iteration 27Q: 3 clusters Score -1776924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1776921.750000 Penalty: 4796.152344
	Iteration 28Q: 3 clusters Score -1776922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1776925.750000 Penalty: 4796.152344
	Iteration 29Q: 3 clusters Score -1776926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1776923.250000 Penalty: 4796.152344
	Iteration 30Q: 3 clusters Score -1776923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1776924.000000 Penalty: 4796.152344
	Iteration 31Q: 3 clusters Score -1776924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1776927.750000 Penalty: 4796.152344
	Iteration 32Q: 3 clusters Score -1776928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1776926.875000 Penalty: 4796.152344
	Iteration 33Q: 3 clusters Score -1776927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1776927.500000 Penalty: 4796.152344
	Iteration 34Q: 3 clusters Score -1776928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1776927.500000 Penalty: 4796.152344
	Iteration 35F: 3 clusters Score -1776928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -121228.976562 Penalty: 1750.358765
	Iteration 0F: 2 clusters Score -121229 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 584 members 
Entering Unmasked Estep 
Score: -119184.953125 Penalty: 3500.717529
	Iteration 0F: 3 clusters Score -119185 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119544.312500 Penalty: 3500.717529
	Iteration 1F: 3 clusters Score -119544.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119638.453125 Penalty: 3500.717529
	Iteration 2F: 3 clusters Score -119638.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -119677.617188 Penalty: 3500.717529
	Iteration 3Q: 3 clusters Score -119677.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119697.273438 Penalty: 3500.717529
	Iteration 4Q: 3 clusters Score -119697.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -119720.250000 Penalty: 3500.717529
	Iteration 5Q: 3 clusters Score -119720.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119740.906250 Penalty: 3500.717529
	Iteration 6Q: 3 clusters Score -119740.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119758.226562 Penalty: 3500.717529
	Iteration 7Q: 3 clusters Score -119758.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119773.179688 Penalty: 3500.717529
	Iteration 8Q: 3 clusters Score -119773.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -119786.039062 Penalty: 3500.717529
	Iteration 9Q: 3 clusters Score -119786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -119792.328125 Penalty: 3500.717529
	Iteration 10Q: 3 clusters Score -119792.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119794.773438 Penalty: 3500.717529
	Iteration 11Q: 3 clusters Score -119794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -119797.992188 Penalty: 3500.717529
	Iteration 12Q: 3 clusters Score -119798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -119802.937500 Penalty: 3500.717529
	Iteration 13Q: 3 clusters Score -119802.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -119806.726562 Penalty: 3500.717529
	Iteration 14Q: 3 clusters Score -119806.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -119810.164062 Penalty: 3500.717529
	Iteration 15Q: 3 clusters Score -119810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -119812.468750 Penalty: 3500.717529
	Iteration 16Q: 3 clusters Score -119812.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -119815.414062 Penalty: 3500.717529
	Iteration 17Q: 3 clusters Score -119815.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -119816.031250 Penalty: 3500.717529
	Iteration 18Q: 3 clusters Score -119816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -119818.132812 Penalty: 3500.717529
	Iteration 19Q: 3 clusters Score -119818.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -119818.468750 Penalty: 3500.717529
	Iteration 20F: 3 clusters Score -119818.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (325612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325612 members 
Entering Unmasked Estep 
Score: -35947348.000000 Penalty: 3147.978516
	Iteration 0F: 2 clusters Score -3.594735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163139 members 
Mstep: Class 2 contains 162473 members 
Entering Unmasked Estep 
Score: -35767064.000000 Penalty: 6295.957031
	Iteration 0F: 3 clusters Score -3.576706e+07 nChanged 157962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172029 members 
Mstep: Class 2 contains 153583 members 
Entering Unmasked Estep 
Score: -35861524.000000 Penalty: 6295.957031
	Iteration 1F: 3 clusters Score -3.586152e+07 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177525 members 
Mstep: Class 2 contains 148087 members 
Entering Unmasked Estep 
Score: -35863280.000000 Penalty: 6295.957031
	Iteration 2Q: 3 clusters Score -3.586328e+07 nChanged 11405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185938 members 
Mstep: Class 2 contains 139674 members 
Entering Unmasked Estep 
Score: -35866364.000000 Penalty: 6295.957031
	Iteration 3Q: 3 clusters Score -3.586636e+07 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198392 members 
Mstep: Class 2 contains 127220 members 
Entering Unmasked Estep 
Score: -35871468.000000 Penalty: 6295.957031
	Iteration 4Q: 3 clusters Score -3.587147e+07 nChanged 18831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215715 members 
Mstep: Class 2 contains 109897 members 
Entering Unmasked Estep 
Score: -35881176.000000 Penalty: 6295.957031
	Iteration 5F: 3 clusters Score -3.588118e+07 nChanged 22929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237786 members 
Mstep: Class 2 contains 87826 members 
Entering Unmasked Estep 
Score: -35896304.000000 Penalty: 6295.957031
	Iteration 6F: 3 clusters Score -3.58963e+07 nChanged 24546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261758 members 
Mstep: Class 2 contains 63854 members 
Entering Unmasked Estep 
Score: -35915652.000000 Penalty: 6295.957031
	Iteration 7F: 3 clusters Score -3.591565e+07 nChanged 21412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282732 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -35934724.000000 Penalty: 6295.957031
	Iteration 8F: 3 clusters Score -3.593472e+07 nChanged 15078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297412 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -35946652.000000 Penalty: 6295.957031
	Iteration 9Q: 3 clusters Score -3.594665e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307164 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -35950956.000000 Penalty: 6295.957031
	Iteration 10Q: 3 clusters Score -3.595096e+07 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313981 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -35950668.000000 Penalty: 6295.957031
	Iteration 11Q: 3 clusters Score -3.595067e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318282 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -35949056.000000 Penalty: 6295.957031
	Iteration 12Q: 3 clusters Score -3.594906e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320858 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -35947440.000000 Penalty: 6295.957031
	Iteration 13Q: 3 clusters Score -3.594744e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322469 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -35946608.000000 Penalty: 6295.957031
	Iteration 14Q: 3 clusters Score -3.594661e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323434 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -35945988.000000 Penalty: 6295.957031
	Iteration 15Q: 3 clusters Score -3.594599e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324016 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -35945560.000000 Penalty: 6295.957031
	Iteration 16Q: 3 clusters Score -3.594556e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324357 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -35945436.000000 Penalty: 6295.957031
	Iteration 17Q: 3 clusters Score -3.594544e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324576 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -35945352.000000 Penalty: 6295.957031
	Iteration 18Q: 3 clusters Score -3.594535e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324697 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -35945316.000000 Penalty: 6295.957031
	Iteration 19Q: 3 clusters Score -3.594532e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324779 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -35945304.000000 Penalty: 6295.957031
	Iteration 20F: 3 clusters Score -3.59453e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324837 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -35945252.000000 Penalty: 6295.957031
	Iteration 21Q: 3 clusters Score -3.594525e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324868 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -35945264.000000 Penalty: 6295.957031
	Iteration 22Q: 3 clusters Score -3.594526e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324888 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -35945240.000000 Penalty: 6295.957031
	Iteration 23Q: 3 clusters Score -3.594524e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324901 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -35945216.000000 Penalty: 6295.957031
	Iteration 24Q: 3 clusters Score -3.594522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324912 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -35945228.000000 Penalty: 6295.957031
	Iteration 25Q: 3 clusters Score -3.594523e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324927 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -35945224.000000 Penalty: 6295.957031
	Iteration 26Q: 3 clusters Score -3.594522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324936 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -35945200.000000 Penalty: 6295.957031
	Iteration 27Q: 3 clusters Score -3.59452e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324943 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -35945212.000000 Penalty: 6295.957031
	Iteration 28Q: 3 clusters Score -3.594521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324948 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -35945216.000000 Penalty: 6295.957031
	Iteration 29Q: 3 clusters Score -3.594522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324951 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -35945200.000000 Penalty: 6295.957031
	Iteration 30Q: 3 clusters Score -3.59452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324952 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -35945192.000000 Penalty: 6295.957031
	Iteration 31Q: 3 clusters Score -3.594519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324953 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -35945188.000000 Penalty: 6295.957031
	Iteration 32Q: 3 clusters Score -3.594519e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324953 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -35945216.000000 Penalty: 6295.957031
	Iteration 33Q: 3 clusters Score -3.594522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324955 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -35945212.000000 Penalty: 6295.957031
	Iteration 34Q: 3 clusters Score -3.594521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324956 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -35945204.000000 Penalty: 6295.957031
	Iteration 35Q: 3 clusters Score -3.59452e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324957 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -35945212.000000 Penalty: 6295.957031
	Iteration 36Q: 3 clusters Score -3.594521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324958 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -35945208.000000 Penalty: 6295.957031
	Iteration 37Q: 3 clusters Score -3.594521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324958 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -35945216.000000 Penalty: 6295.957031
	Iteration 38Q: 3 clusters Score -3.594522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324958 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -35945224.000000 Penalty: 6295.957031
	Iteration 39Q: 3 clusters Score -3.594522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324959 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -35945216.000000 Penalty: 6295.957031
	Iteration 40F: 3 clusters Score -3.594522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324962 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -35945208.000000 Penalty: 6295.957031
	Iteration 41Q: 3 clusters Score -3.594521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324968 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -35945208.000000 Penalty: 6295.957031
	Iteration 42Q: 3 clusters Score -3.594521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324971 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -35945208.000000 Penalty: 6295.957031
	Iteration 43Q: 3 clusters Score -3.594521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324974 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -35945228.000000 Penalty: 6295.957031
	Iteration 44Q: 3 clusters Score -3.594523e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324983 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -35945200.000000 Penalty: 6295.957031
	Iteration 45Q: 3 clusters Score -3.59452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324991 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -35945220.000000 Penalty: 6295.957031
	Iteration 46Q: 3 clusters Score -3.594522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324995 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -35945240.000000 Penalty: 6295.957031
	Iteration 47Q: 3 clusters Score -3.594524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324995 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -35945240.000000 Penalty: 6295.957031
	Iteration 48F: 3 clusters Score -3.594524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -752782.125000 Penalty: 2189.902100
	Iteration 0F: 2 clusters Score -752782.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -747121.687500 Penalty: 4379.804199
	Iteration 0F: 3 clusters Score -747121.7 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -748619.437500 Penalty: 4379.804199
	Iteration 1F: 3 clusters Score -748619.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -748869.187500 Penalty: 4379.804199
	Iteration 2F: 3 clusters Score -748869.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -749043.750000 Penalty: 4379.804199
	Iteration 3F: 3 clusters Score -749043.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -749194.875000 Penalty: 4379.804199
	Iteration 4Q: 3 clusters Score -749194.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -749351.062500 Penalty: 4379.804199
	Iteration 5Q: 3 clusters Score -749351.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -749500.375000 Penalty: 4379.804199
	Iteration 6Q: 3 clusters Score -749500.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -749662.750000 Penalty: 4379.804199
	Iteration 7Q: 3 clusters Score -749662.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -749844.687500 Penalty: 4379.804199
	Iteration 8Q: 3 clusters Score -749844.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -750031.250000 Penalty: 4379.804199
	Iteration 9Q: 3 clusters Score -750031.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -750222.750000 Penalty: 4379.804199
	Iteration 10Q: 3 clusters Score -750222.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -750363.000000 Penalty: 4379.804199
	Iteration 11Q: 3 clusters Score -750363 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -750457.312500 Penalty: 4379.804199
	Iteration 12Q: 3 clusters Score -750457.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -750535.000000 Penalty: 4379.804199
	Iteration 13Q: 3 clusters Score -750535 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -750604.625000 Penalty: 4379.804199
	Iteration 14Q: 3 clusters Score -750604.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -750651.437500 Penalty: 4379.804199
	Iteration 15Q: 3 clusters Score -750651.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -750679.812500 Penalty: 4379.804199
	Iteration 16Q: 3 clusters Score -750679.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -750708.312500 Penalty: 4379.804199
	Iteration 17Q: 3 clusters Score -750708.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -750727.437500 Penalty: 4379.804199
	Iteration 18Q: 3 clusters Score -750727.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -750747.125000 Penalty: 4379.804199
	Iteration 19Q: 3 clusters Score -750747.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -750762.437500 Penalty: 4379.804199
	Iteration 20F: 3 clusters Score -750762.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -750776.750000 Penalty: 4379.804199
	Iteration 21Q: 3 clusters Score -750776.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -750785.125000 Penalty: 4379.804199
	Iteration 22Q: 3 clusters Score -750785.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -750799.125000 Penalty: 4379.804199
	Iteration 23Q: 3 clusters Score -750799.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -750808.250000 Penalty: 4379.804199
	Iteration 24Q: 3 clusters Score -750808.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -750817.187500 Penalty: 4379.804199
	Iteration 25Q: 3 clusters Score -750817.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -750827.437500 Penalty: 4379.804199
	Iteration 26Q: 3 clusters Score -750827.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -750838.187500 Penalty: 4379.804199
	Iteration 27Q: 3 clusters Score -750838.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -750845.937500 Penalty: 4379.804199
	Iteration 28Q: 3 clusters Score -750845.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -750856.937500 Penalty: 4379.804199
	Iteration 29Q: 3 clusters Score -750856.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -750872.125000 Penalty: 4379.804199
	Iteration 30Q: 3 clusters Score -750872.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -750886.375000 Penalty: 4379.804199
	Iteration 31Q: 3 clusters Score -750886.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -750904.250000 Penalty: 4379.804199
	Iteration 32Q: 3 clusters Score -750904.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -750912.125000 Penalty: 4379.804199
	Iteration 33Q: 3 clusters Score -750912.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -750920.750000 Penalty: 4379.804199
	Iteration 34Q: 3 clusters Score -750920.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -750926.812500 Penalty: 4379.804199
	Iteration 35Q: 3 clusters Score -750926.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -750940.000000 Penalty: 4379.804199
	Iteration 36Q: 3 clusters Score -750940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -750949.562500 Penalty: 4379.804199
	Iteration 37Q: 3 clusters Score -750949.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -750953.687500 Penalty: 4379.804199
	Iteration 38Q: 3 clusters Score -750953.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -750957.187500 Penalty: 4379.804199
	Iteration 39Q: 3 clusters Score -750957.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -750960.062500 Penalty: 4379.804199
	Iteration 40F: 3 clusters Score -750960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -750961.437500 Penalty: 4379.804199
	Iteration 41Q: 3 clusters Score -750961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -750963.500000 Penalty: 4379.804199
	Iteration 42Q: 3 clusters Score -750963.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -750964.750000 Penalty: 4379.804199
	Iteration 43Q: 3 clusters Score -750964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -750965.625000 Penalty: 4379.804199
	Iteration 44Q: 3 clusters Score -750965.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -750969.375000 Penalty: 4379.804199
	Iteration 45Q: 3 clusters Score -750969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -750971.875000 Penalty: 4379.804199
	Iteration 46Q: 3 clusters Score -750971.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -750974.375000 Penalty: 4379.804199
	Iteration 47Q: 3 clusters Score -750974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -750975.250000 Penalty: 4379.804199
	Iteration 48Q: 3 clusters Score -750975.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -750979.937500 Penalty: 4379.804199
	Iteration 49Q: 3 clusters Score -750979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -750980.562500 Penalty: 4379.804199
	Iteration 50Q: 3 clusters Score -750980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -750980.125000 Penalty: 4379.804199
	Iteration 51Q: 3 clusters Score -750980.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -750980.125000 Penalty: 4379.804199
	Iteration 52F: 3 clusters Score -750980.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Entering Unmasked Estep 
Score: -1214465.500000 Penalty: 2317.528076
	Iteration 0F: 2 clusters Score -1214466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1205882.375000 Penalty: 4635.056152
	Iteration 0F: 3 clusters Score -1205882 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1208579.000000 Penalty: 4635.056152
	Iteration 1F: 3 clusters Score -1208579 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1209135.125000 Penalty: 4635.056152
	Iteration 2F: 3 clusters Score -1209135 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1209781.500000 Penalty: 4635.056152
	Iteration 3F: 3 clusters Score -1209782 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1210412.750000 Penalty: 4635.056152
	Iteration 4F: 3 clusters Score -1210413 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1210978.750000 Penalty: 4635.056152
	Iteration 5F: 3 clusters Score -1210979 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1211448.500000 Penalty: 4635.056152
	Iteration 6F: 3 clusters Score -1211448 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1211856.125000 Penalty: 4635.056152
	Iteration 7F: 3 clusters Score -1211856 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1212142.375000 Penalty: 4635.056152
	Iteration 8Q: 3 clusters Score -1212142 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1212336.375000 Penalty: 4635.056152
	Iteration 9Q: 3 clusters Score -1212336 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1212486.250000 Penalty: 4635.056152
	Iteration 10Q: 3 clusters Score -1212486 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1212578.750000 Penalty: 4635.056152
	Iteration 11Q: 3 clusters Score -1212579 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1212654.375000 Penalty: 4635.056152
	Iteration 12Q: 3 clusters Score -1212654 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1212717.750000 Penalty: 4635.056152
	Iteration 13Q: 3 clusters Score -1212718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1212756.250000 Penalty: 4635.056152
	Iteration 14Q: 3 clusters Score -1212756 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1212786.250000 Penalty: 4635.056152
	Iteration 15Q: 3 clusters Score -1212786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1212800.375000 Penalty: 4635.056152
	Iteration 16Q: 3 clusters Score -1212800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1212818.875000 Penalty: 4635.056152
	Iteration 17Q: 3 clusters Score -1212819 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1212834.500000 Penalty: 4635.056152
	Iteration 18Q: 3 clusters Score -1212834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1212855.750000 Penalty: 4635.056152
	Iteration 19Q: 3 clusters Score -1212856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1212872.625000 Penalty: 4635.056152
	Iteration 20F: 3 clusters Score -1212873 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1212893.750000 Penalty: 4635.056152
	Iteration 21Q: 3 clusters Score -1212894 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1212914.125000 Penalty: 4635.056152
	Iteration 22Q: 3 clusters Score -1212914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1212947.750000 Penalty: 4635.056152
	Iteration 23Q: 3 clusters Score -1212948 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1212992.500000 Penalty: 4635.056152
	Iteration 24Q: 3 clusters Score -1212992 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1213033.375000 Penalty: 4635.056152
	Iteration 25Q: 3 clusters Score -1213033 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1213073.500000 Penalty: 4635.056152
	Iteration 26Q: 3 clusters Score -1213074 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1213116.375000 Penalty: 4635.056152
	Iteration 27Q: 3 clusters Score -1213116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1213152.250000 Penalty: 4635.056152
	Iteration 28Q: 3 clusters Score -1213152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1213191.000000 Penalty: 4635.056152
	Iteration 29Q: 3 clusters Score -1213191 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1213226.625000 Penalty: 4635.056152
	Iteration 30Q: 3 clusters Score -1213227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1213264.250000 Penalty: 4635.056152
	Iteration 31Q: 3 clusters Score -1213264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1213319.625000 Penalty: 4635.056152
	Iteration 32Q: 3 clusters Score -1213320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1213398.750000 Penalty: 4635.056152
	Iteration 33Q: 3 clusters Score -1213399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1213482.000000 Penalty: 4635.056152
	Iteration 34Q: 3 clusters Score -1213482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1213545.625000 Penalty: 4635.056152
	Iteration 35Q: 3 clusters Score -1213546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1213587.250000 Penalty: 4635.056152
	Iteration 36Q: 3 clusters Score -1213587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1213602.125000 Penalty: 4635.056152
	Iteration 37Q: 3 clusters Score -1213602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1213610.625000 Penalty: 4635.056152
	Iteration 38Q: 3 clusters Score -1213611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1213632.750000 Penalty: 4635.056152
	Iteration 39Q: 3 clusters Score -1213633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1213647.625000 Penalty: 4635.056152
	Iteration 40F: 3 clusters Score -1213648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1213659.500000 Penalty: 4635.056152
	Iteration 41Q: 3 clusters Score -1213660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1213667.125000 Penalty: 4635.056152
	Iteration 42Q: 3 clusters Score -1213667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1213677.250000 Penalty: 4635.056152
	Iteration 43Q: 3 clusters Score -1213677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1213683.375000 Penalty: 4635.056152
	Iteration 44Q: 3 clusters Score -1213683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1213684.625000 Penalty: 4635.056152
	Iteration 45Q: 3 clusters Score -1213685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1213685.750000 Penalty: 4635.056152
	Iteration 46Q: 3 clusters Score -1213686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1213685.500000 Penalty: 4635.056152
	Iteration 47Q: 3 clusters Score -1213686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1213684.375000 Penalty: 4635.056152
	Iteration 48Q: 3 clusters Score -1213684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1213684.375000 Penalty: 4635.056152
	Iteration 49F: 3 clusters Score -1213684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Entering Unmasked Estep 
Score: -444107.062500 Penalty: 2097.604004
	Iteration 0F: 2 clusters Score -444107.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -439767.406250 Penalty: 4195.208008
	Iteration 0F: 3 clusters Score -439767.4 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -440989.500000 Penalty: 4195.208008
	Iteration 1F: 3 clusters Score -440989.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -441377.531250 Penalty: 4195.208008
	Iteration 2F: 3 clusters Score -441377.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -441631.218750 Penalty: 4195.208008
	Iteration 3F: 3 clusters Score -441631.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -441796.468750 Penalty: 4195.208008
	Iteration 4F: 3 clusters Score -441796.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -441908.937500 Penalty: 4195.208008
	Iteration 5Q: 3 clusters Score -441908.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -441998.500000 Penalty: 4195.208008
	Iteration 6Q: 3 clusters Score -441998.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -442072.250000 Penalty: 4195.208008
	Iteration 7Q: 3 clusters Score -442072.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -442144.468750 Penalty: 4195.208008
	Iteration 8Q: 3 clusters Score -442144.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -442228.000000 Penalty: 4195.208008
	Iteration 9Q: 3 clusters Score -442228 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -442317.093750 Penalty: 4195.208008
	Iteration 10Q: 3 clusters Score -442317.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -442410.781250 Penalty: 4195.208008
	Iteration 11Q: 3 clusters Score -442410.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -442483.062500 Penalty: 4195.208008
	Iteration 12Q: 3 clusters Score -442483.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -442545.031250 Penalty: 4195.208008
	Iteration 13Q: 3 clusters Score -442545 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -442601.906250 Penalty: 4195.208008
	Iteration 14Q: 3 clusters Score -442601.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -442661.968750 Penalty: 4195.208008
	Iteration 15Q: 3 clusters Score -442662 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -442719.468750 Penalty: 4195.208008
	Iteration 16Q: 3 clusters Score -442719.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -442786.250000 Penalty: 4195.208008
	Iteration 17Q: 3 clusters Score -442786.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -442868.156250 Penalty: 4195.208008
	Iteration 18Q: 3 clusters Score -442868.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -442947.406250 Penalty: 4195.208008
	Iteration 19Q: 3 clusters Score -442947.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -443028.125000 Penalty: 4195.208008
	Iteration 20F: 3 clusters Score -443028.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -443118.062500 Penalty: 4195.208008
	Iteration 21Q: 3 clusters Score -443118.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -443173.343750 Penalty: 4195.208008
	Iteration 22Q: 3 clusters Score -443173.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -443212.937500 Penalty: 4195.208008
	Iteration 23Q: 3 clusters Score -443212.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -443236.812500 Penalty: 4195.208008
	Iteration 24Q: 3 clusters Score -443236.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -443251.625000 Penalty: 4195.208008
	Iteration 25Q: 3 clusters Score -443251.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -443260.281250 Penalty: 4195.208008
	Iteration 26Q: 3 clusters Score -443260.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -443267.875000 Penalty: 4195.208008
	Iteration 27Q: 3 clusters Score -443267.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -443272.062500 Penalty: 4195.208008
	Iteration 28Q: 3 clusters Score -443272.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -443276.250000 Penalty: 4195.208008
	Iteration 29Q: 3 clusters Score -443276.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -443277.937500 Penalty: 4195.208008
	Iteration 30Q: 3 clusters Score -443277.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -443279.000000 Penalty: 4195.208008
	Iteration 31Q: 3 clusters Score -443279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -443279.531250 Penalty: 4195.208008
	Iteration 32Q: 3 clusters Score -443279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -443280.531250 Penalty: 4195.208008
	Iteration 33Q: 3 clusters Score -443280.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -443280.437500 Penalty: 4195.208008
	Iteration 34Q: 3 clusters Score -443280.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -443280.562500 Penalty: 4195.208008
	Iteration 35Q: 3 clusters Score -443280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -443281.218750 Penalty: 4195.208008
	Iteration 36Q: 3 clusters Score -443281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -443281.843750 Penalty: 4195.208008
	Iteration 37Q: 3 clusters Score -443281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -443282.062500 Penalty: 4195.208008
	Iteration 38Q: 3 clusters Score -443282.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -443281.812500 Penalty: 4195.208008
	Iteration 39Q: 3 clusters Score -443281.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -443281.812500 Penalty: 4195.208008
	Iteration 40F: 3 clusters Score -443281.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (113502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113502 members 
Entering Unmasked Estep 
Score: -12851808.000000 Penalty: 2886.614746
	Iteration 0F: 2 clusters Score -1.285181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -12775765.000000 Penalty: 5773.229492
	Iteration 0F: 3 clusters Score -1.277576e+07 nChanged 54051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54385 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -12807161.000000 Penalty: 5773.229492
	Iteration 1F: 3 clusters Score -1.280716e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 60480 members 
Entering Unmasked Estep 
Score: -12807869.000000 Penalty: 5773.229492
	Iteration 2Q: 3 clusters Score -1.280787e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 62560 members 
Entering Unmasked Estep 
Score: -12808734.000000 Penalty: 5773.229492
	Iteration 3Q: 3 clusters Score -1.280873e+07 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -12810106.000000 Penalty: 5773.229492
	Iteration 4Q: 3 clusters Score -1.281011e+07 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -12812433.000000 Penalty: 5773.229492
	Iteration 5Q: 3 clusters Score -1.281243e+07 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -12816516.000000 Penalty: 5773.229492
	Iteration 6F: 3 clusters Score -1.281652e+07 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 85475 members 
Entering Unmasked Estep 
Score: -12823083.000000 Penalty: 5773.229492
	Iteration 7F: 3 clusters Score -1.282308e+07 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 95215 members 
Entering Unmasked Estep 
Score: -12832036.000000 Penalty: 5773.229492
	Iteration 8F: 3 clusters Score -1.283204e+07 nChanged 8561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 103740 members 
Entering Unmasked Estep 
Score: -12840455.000000 Penalty: 5773.229492
	Iteration 9F: 3 clusters Score -1.284046e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 109173 members 
Entering Unmasked Estep 
Score: -12845797.000000 Penalty: 5773.229492
	Iteration 10Q: 3 clusters Score -1.28458e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 111632 members 
Entering Unmasked Estep 
Score: -12848012.000000 Penalty: 5773.229492
	Iteration 11Q: 3 clusters Score -1.284801e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 112546 members 
Entering Unmasked Estep 
Score: -12848772.000000 Penalty: 5773.229492
	Iteration 12Q: 3 clusters Score -1.284877e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 112867 members 
Entering Unmasked Estep 
Score: -12849141.000000 Penalty: 5773.229492
	Iteration 13Q: 3 clusters Score -1.284914e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 112987 members 
Entering Unmasked Estep 
Score: -12849247.000000 Penalty: 5773.229492
	Iteration 14Q: 3 clusters Score -1.284925e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 113035 members 
Entering Unmasked Estep 
Score: -12849307.000000 Penalty: 5773.229492
	Iteration 15Q: 3 clusters Score -1.284931e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 113060 members 
Entering Unmasked Estep 
Score: -12849338.000000 Penalty: 5773.229492
	Iteration 16Q: 3 clusters Score -1.284934e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 113071 members 
Entering Unmasked Estep 
Score: -12849369.000000 Penalty: 5773.229492
	Iteration 17Q: 3 clusters Score -1.284937e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 113081 members 
Entering Unmasked Estep 
Score: -12849382.000000 Penalty: 5773.229492
	Iteration 18Q: 3 clusters Score -1.284938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 113088 members 
Entering Unmasked Estep 
Score: -12849389.000000 Penalty: 5773.229492
	Iteration 19Q: 3 clusters Score -1.284939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 113093 members 
Entering Unmasked Estep 
Score: -12849395.000000 Penalty: 5773.229492
	Iteration 20F: 3 clusters Score -1.28494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 113099 members 
Entering Unmasked Estep 
Score: -12849393.000000 Penalty: 5773.229492
	Iteration 21Q: 3 clusters Score -1.284939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 113098 members 
Entering Unmasked Estep 
Score: -12849392.000000 Penalty: 5773.229492
	Iteration 22Q: 3 clusters Score -1.284939e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 113095 members 
Entering Unmasked Estep 
Score: -12849397.000000 Penalty: 5773.229492
	Iteration 23Q: 3 clusters Score -1.28494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 113097 members 
Entering Unmasked Estep 
Score: -12849414.000000 Penalty: 5773.229492
	Iteration 24Q: 3 clusters Score -1.284941e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 113098 members 
Entering Unmasked Estep 
Score: -12849417.000000 Penalty: 5773.229492
	Iteration 25Q: 3 clusters Score -1.284942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 113097 members 
Entering Unmasked Estep 
Score: -12849424.000000 Penalty: 5773.229492
	Iteration 26Q: 3 clusters Score -1.284942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 113098 members 
Entering Unmasked Estep 
Score: -12849429.000000 Penalty: 5773.229492
	Iteration 27Q: 3 clusters Score -1.284943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 113099 members 
Entering Unmasked Estep 
Score: -12849434.000000 Penalty: 5773.229492
	Iteration 28Q: 3 clusters Score -1.284943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 113099 members 
Entering Unmasked Estep 
Score: -12849434.000000 Penalty: 5773.229492
	Iteration 29Q: 3 clusters Score -1.284943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 113100 members 
Entering Unmasked Estep 
Score: -12849436.000000 Penalty: 5773.229492
	Iteration 30Q: 3 clusters Score -1.284944e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 113101 members 
Entering Unmasked Estep 
Score: -12849442.000000 Penalty: 5773.229492
	Iteration 31Q: 3 clusters Score -1.284944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 113101 members 
Entering Unmasked Estep 
Score: -12849442.000000 Penalty: 5773.229492
	Iteration 32F: 3 clusters Score -1.284944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Entering Unmasked Estep 
Score: -2496504.750000 Penalty: 2482.782471
	Iteration 0F: 2 clusters Score -2496505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2480990.000000 Penalty: 4965.564941
	Iteration 0F: 3 clusters Score -2480990 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2486302.500000 Penalty: 4965.564941
	Iteration 1F: 3 clusters Score -2486302 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2486777.500000 Penalty: 4965.564941
	Iteration 2F: 3 clusters Score -2486778 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2487267.500000 Penalty: 4965.564941
	Iteration 3F: 3 clusters Score -2487268 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2487863.250000 Penalty: 4965.564941
	Iteration 4F: 3 clusters Score -2487863 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2488673.750000 Penalty: 4965.564941
	Iteration 5F: 3 clusters Score -2488674 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2489721.000000 Penalty: 4965.564941
	Iteration 6F: 3 clusters Score -2489721 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2490937.750000 Penalty: 4965.564941
	Iteration 7F: 3 clusters Score -2490938 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2492132.750000 Penalty: 4965.564941
	Iteration 8F: 3 clusters Score -2492133 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2493061.000000 Penalty: 4965.564941
	Iteration 9F: 3 clusters Score -2493061 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2493704.000000 Penalty: 4965.564941
	Iteration 10Q: 3 clusters Score -2493704 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2494113.750000 Penalty: 4965.564941
	Iteration 11Q: 3 clusters Score -2494114 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2494429.500000 Penalty: 4965.564941
	Iteration 12Q: 3 clusters Score -2494430 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2494777.500000 Penalty: 4965.564941
	Iteration 13Q: 3 clusters Score -2494778 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2495055.750000 Penalty: 4965.564941
	Iteration 14Q: 3 clusters Score -2495056 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2495336.750000 Penalty: 4965.564941
	Iteration 15Q: 3 clusters Score -2495337 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2495589.500000 Penalty: 4965.564941
	Iteration 16Q: 3 clusters Score -2495590 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2495908.000000 Penalty: 4965.564941
	Iteration 17Q: 3 clusters Score -2495908 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2496218.500000 Penalty: 4965.564941
	Iteration 18Q: 3 clusters Score -2496218 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2496356.250000 Penalty: 4965.564941
	Iteration 19Q: 3 clusters Score -2496356 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2496404.750000 Penalty: 4965.564941
	Iteration 20F: 3 clusters Score -2496405 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2496430.750000 Penalty: 4965.564941
	Iteration 21Q: 3 clusters Score -2496431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2496439.750000 Penalty: 4965.564941
	Iteration 22Q: 3 clusters Score -2496440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2496438.750000 Penalty: 4965.564941
	Iteration 23Q: 3 clusters Score -2496439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2496440.750000 Penalty: 4965.564941
	Iteration 24Q: 3 clusters Score -2496441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2496441.500000 Penalty: 4965.564941
	Iteration 25Q: 3 clusters Score -2496442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2496442.750000 Penalty: 4965.564941
	Iteration 26Q: 3 clusters Score -2496443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2496443.500000 Penalty: 4965.564941
	Iteration 27Q: 3 clusters Score -2496444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2496443.250000 Penalty: 4965.564941
	Iteration 28Q: 3 clusters Score -2496443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2496443.250000 Penalty: 4965.564941
	Iteration 29F: 3 clusters Score -2496443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 92201 members 
Mstep: Class 3 contains 2755 members 
Mstep: Class 4 contains 26588 members 
Mstep: Class 5 contains 451 members 
Mstep: Class 6 contains 11195 members 
Mstep: Class 7 contains 153041 members 
Mstep: Class 8 contains 3811 members 
Mstep: Class 9 contains 887 members 
Mstep: Class 10 contains 12857 members 
Mstep: Class 11 contains 20609 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 50970 members 
Mstep: Class 14 contains 15830 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 325612 members 
Mstep: Class 17 contains 6838 members 
Mstep: Class 21 contains 11440 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113502 members 
Mstep: Class 24 contains 22275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98096440.000000 Penalty: 78209.109375
Iteration 79Q: 24 clusters Score -9.809644e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 476 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 92252 members 
Mstep: Class 3 contains 2752 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11191 members 
Mstep: Class 7 contains 153034 members 
Mstep: Class 8 contains 3810 members 
Mstep: Class 9 contains 890 members 
Mstep: Class 10 contains 12789 members 
Mstep: Class 11 contains 20612 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 51002 members 
Mstep: Class 14 contains 15827 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 325579 members 
Mstep: Class 17 contains 6838 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 11406 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113497 members 
Mstep: Class 24 contains 22276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98097104.000000 Penalty: 78209.109375
Iteration 80F: 24 clusters Score -9.80971e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 92292 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26591 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11184 members 
Mstep: Class 7 contains 153031 members 
Mstep: Class 8 contains 3810 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 12711 members 
Mstep: Class 11 contains 20615 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 51027 members 
Mstep: Class 14 contains 15825 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 325564 members 
Mstep: Class 17 contains 6840 members 
Mstep: Class 18 contains 923 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 11370 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113491 members 
Mstep: Class 24 contains 22275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98097184.000000 Penalty: 78209.109375
Iteration 81Q: 24 clusters Score -9.809718e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 92339 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26591 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11178 members 
Mstep: Class 7 contains 153021 members 
Mstep: Class 8 contains 3808 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 12620 members 
Mstep: Class 11 contains 20615 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 51052 members 
Mstep: Class 14 contains 15825 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 325573 members 
Mstep: Class 17 contains 6841 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 11318 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113493 members 
Mstep: Class 24 contains 22271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98097288.000000 Penalty: 78209.109375
Iteration 82Q: 24 clusters Score -9.809729e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 92392 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11167 members 
Mstep: Class 7 contains 153009 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 12536 members 
Mstep: Class 11 contains 20612 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 51074 members 
Mstep: Class 14 contains 15829 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 325556 members 
Mstep: Class 17 contains 6842 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 11281 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113499 members 
Mstep: Class 24 contains 22272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98097280.000000 Penalty: 78209.109375
Iteration 83Q: 24 clusters Score -9.809728e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 92445 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26588 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11160 members 
Mstep: Class 7 contains 152998 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 12468 members 
Mstep: Class 11 contains 20611 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 51100 members 
Mstep: Class 14 contains 15830 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 325523 members 
Mstep: Class 17 contains 6844 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 11232 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113508 members 
Mstep: Class 24 contains 22272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98097256.000000 Penalty: 78209.109375
Iteration 84Q: 24 clusters Score -9.809726e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 92503 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26591 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11150 members 
Mstep: Class 7 contains 152989 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 12392 members 
Mstep: Class 11 contains 20612 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 51127 members 
Mstep: Class 14 contains 15828 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325503 members 
Mstep: Class 17 contains 6845 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 11185 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113510 members 
Mstep: Class 24 contains 22274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98097432.000000 Penalty: 78209.109375
Iteration 85Q: 24 clusters Score -9.809743e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 92552 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26589 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11142 members 
Mstep: Class 7 contains 152979 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 12319 members 
Mstep: Class 11 contains 20611 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 51154 members 
Mstep: Class 14 contains 15828 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325480 members 
Mstep: Class 17 contains 6845 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 11147 members 
Mstep: Class 22 contains 4714 members 
Mstep: Class 23 contains 113513 members 
Mstep: Class 24 contains 22274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98097512.000000 Penalty: 78209.109375
Iteration 86Q: 24 clusters Score -9.809751e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 92605 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26593 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11135 members 
Mstep: Class 7 contains 152968 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 12229 members 
Mstep: Class 11 contains 20611 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 51179 members 
Mstep: Class 14 contains 15827 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325452 members 
Mstep: Class 17 contains 6845 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 11109 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113511 members 
Mstep: Class 24 contains 22273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98097560.000000 Penalty: 78209.109375
Iteration 87Q: 24 clusters Score -9.809756e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 92642 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26590 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11122 members 
Mstep: Class 7 contains 152952 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 12137 members 
Mstep: Class 11 contains 20612 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 51220 members 
Mstep: Class 14 contains 15822 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325443 members 
Mstep: Class 17 contains 6846 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 11057 members 
Mstep: Class 22 contains 4714 members 
Mstep: Class 23 contains 113514 members 
Mstep: Class 24 contains 22275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98097632.000000 Penalty: 78209.109375
Iteration 88Q: 24 clusters Score -9.809763e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 92684 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26593 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11107 members 
Mstep: Class 7 contains 152938 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 12046 members 
Mstep: Class 11 contains 20614 members 
Mstep: Class 12 contains 558 members 
Mstep: Class 13 contains 51242 members 
Mstep: Class 14 contains 15819 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325429 members 
Mstep: Class 17 contains 6846 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 11010 members 
Mstep: Class 22 contains 4714 members 
Mstep: Class 23 contains 113514 members 
Mstep: Class 24 contains 22278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98097832.000000 Penalty: 78209.109375
Iteration 89Q: 24 clusters Score -9.809783e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 92726 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26589 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11093 members 
Mstep: Class 7 contains 152923 members 
Mstep: Class 8 contains 3803 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 11944 members 
Mstep: Class 11 contains 20611 members 
Mstep: Class 12 contains 559 members 
Mstep: Class 13 contains 51269 members 
Mstep: Class 14 contains 15815 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325421 members 
Mstep: Class 17 contains 6846 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10966 members 
Mstep: Class 22 contains 4715 members 
Mstep: Class 23 contains 113511 members 
Mstep: Class 24 contains 22281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98097688.000000 Penalty: 78209.109375
Iteration 90Q: 24 clusters Score -9.809769e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 92771 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26587 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11077 members 
Mstep: Class 7 contains 152909 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 11828 members 
Mstep: Class 11 contains 20609 members 
Mstep: Class 12 contains 560 members 
Mstep: Class 13 contains 51292 members 
Mstep: Class 14 contains 15812 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325406 members 
Mstep: Class 17 contains 6846 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10908 members 
Mstep: Class 22 contains 4714 members 
Mstep: Class 23 contains 113515 members 
Mstep: Class 24 contains 22283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98097896.000000 Penalty: 78209.109375
Iteration 91Q: 24 clusters Score -9.80979e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 92824 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26586 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11063 members 
Mstep: Class 7 contains 152890 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 11733 members 
Mstep: Class 11 contains 20606 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51308 members 
Mstep: Class 14 contains 15810 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325383 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10865 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113518 members 
Mstep: Class 24 contains 22286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098104.000000 Penalty: 78209.109375
Iteration 92Q: 24 clusters Score -9.80981e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 92886 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26585 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11051 members 
Mstep: Class 7 contains 152879 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 11635 members 
Mstep: Class 11 contains 20605 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51329 members 
Mstep: Class 14 contains 15804 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325343 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10824 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113524 members 
Mstep: Class 24 contains 22289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098152.000000 Penalty: 78209.109375
Iteration 93Q: 24 clusters Score -9.809815e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 92928 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26583 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11039 members 
Mstep: Class 7 contains 152863 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 11555 members 
Mstep: Class 11 contains 20602 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51354 members 
Mstep: Class 14 contains 15802 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325317 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10784 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113526 members 
Mstep: Class 24 contains 22292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098328.000000 Penalty: 78209.109375
Iteration 94Q: 24 clusters Score -9.809833e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 92969 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11030 members 
Mstep: Class 7 contains 152849 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 11469 members 
Mstep: Class 11 contains 20598 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51370 members 
Mstep: Class 14 contains 15797 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325289 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10751 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113529 members 
Mstep: Class 24 contains 22297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098416.000000 Penalty: 78209.109375
Iteration 95Q: 24 clusters Score -9.809842e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 93015 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11020 members 
Mstep: Class 7 contains 152819 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 11396 members 
Mstep: Class 11 contains 20593 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51386 members 
Mstep: Class 14 contains 15789 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325277 members 
Mstep: Class 17 contains 6848 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10720 members 
Mstep: Class 22 contains 4713 members 
Mstep: Class 23 contains 113529 members 
Mstep: Class 24 contains 22302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098496.000000 Penalty: 78209.109375
Iteration 96Q: 24 clusters Score -9.80985e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 93066 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26586 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 11011 members 
Mstep: Class 7 contains 152783 members 
Mstep: Class 8 contains 3808 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 11330 members 
Mstep: Class 11 contains 20594 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51394 members 
Mstep: Class 14 contains 15784 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325259 members 
Mstep: Class 17 contains 6849 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10678 members 
Mstep: Class 22 contains 4714 members 
Mstep: Class 23 contains 113527 members 
Mstep: Class 24 contains 22305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098472.000000 Penalty: 78209.109375
Iteration 97Q: 24 clusters Score -9.809847e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 93112 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26587 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10999 members 
Mstep: Class 7 contains 152753 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 11275 members 
Mstep: Class 11 contains 20596 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51408 members 
Mstep: Class 14 contains 15782 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325240 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10641 members 
Mstep: Class 22 contains 4714 members 
Mstep: Class 23 contains 113527 members 
Mstep: Class 24 contains 22308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098488.000000 Penalty: 78209.109375
Iteration 98Q: 24 clusters Score -9.809849e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 93165 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10988 members 
Mstep: Class 7 contains 152722 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 11225 members 
Mstep: Class 11 contains 20597 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51427 members 
Mstep: Class 14 contains 15780 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325214 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10620 members 
Mstep: Class 22 contains 4714 members 
Mstep: Class 23 contains 113529 members 
Mstep: Class 24 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098360.000000 Penalty: 78209.109375
Iteration 99Q: 24 clusters Score -9.809836e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 93219 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26583 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10974 members 
Mstep: Class 7 contains 152699 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 11168 members 
Mstep: Class 11 contains 20597 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51441 members 
Mstep: Class 14 contains 15781 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325189 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10595 members 
Mstep: Class 22 contains 4714 members 
Mstep: Class 23 contains 113528 members 
Mstep: Class 24 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098408.000000 Penalty: 78209.109375
Iteration 100F: 24 clusters Score -9.809841e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 93267 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26583 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10961 members 
Mstep: Class 7 contains 152675 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 11102 members 
Mstep: Class 11 contains 20595 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51455 members 
Mstep: Class 14 contains 15781 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325182 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10563 members 
Mstep: Class 22 contains 4714 members 
Mstep: Class 23 contains 113528 members 
Mstep: Class 24 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098504.000000 Penalty: 78209.109375
Iteration 101Q: 24 clusters Score -9.80985e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 93314 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26586 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10952 members 
Mstep: Class 7 contains 152664 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 11029 members 
Mstep: Class 11 contains 20593 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51460 members 
Mstep: Class 14 contains 15780 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325160 members 
Mstep: Class 17 contains 6851 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10533 members 
Mstep: Class 22 contains 4715 members 
Mstep: Class 23 contains 113525 members 
Mstep: Class 24 contains 22312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098600.000000 Penalty: 78209.109375
Iteration 102Q: 24 clusters Score -9.80986e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 93359 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26587 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10934 members 
Mstep: Class 7 contains 152654 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 10963 members 
Mstep: Class 11 contains 20591 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51467 members 
Mstep: Class 14 contains 15781 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325149 members 
Mstep: Class 17 contains 6851 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10489 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113524 members 
Mstep: Class 24 contains 22313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098584.000000 Penalty: 78209.109375
Iteration 103Q: 24 clusters Score -9.809858e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 93408 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26586 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10926 members 
Mstep: Class 7 contains 152635 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 10881 members 
Mstep: Class 11 contains 20591 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51477 members 
Mstep: Class 14 contains 15781 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325136 members 
Mstep: Class 17 contains 6851 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10448 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113522 members 
Mstep: Class 24 contains 22313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098744.000000 Penalty: 78209.109375
Iteration 104Q: 24 clusters Score -9.809874e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 93457 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26589 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10920 members 
Mstep: Class 7 contains 152612 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 10809 members 
Mstep: Class 11 contains 20592 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51493 members 
Mstep: Class 14 contains 15780 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325104 members 
Mstep: Class 17 contains 6851 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10422 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113520 members 
Mstep: Class 24 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098816.000000 Penalty: 78209.109375
Iteration 105Q: 24 clusters Score -9.809882e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 93506 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26588 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10913 members 
Mstep: Class 7 contains 152595 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 10737 members 
Mstep: Class 11 contains 20592 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51493 members 
Mstep: Class 14 contains 15780 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325079 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10389 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113524 members 
Mstep: Class 24 contains 22311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098960.000000 Penalty: 78209.109375
Iteration 106Q: 24 clusters Score -9.809896e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 93556 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26589 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10903 members 
Mstep: Class 7 contains 152567 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 10655 members 
Mstep: Class 11 contains 20595 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51497 members 
Mstep: Class 14 contains 15781 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325059 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10343 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113529 members 
Mstep: Class 24 contains 22311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98098992.000000 Penalty: 78209.109375
Iteration 107Q: 24 clusters Score -9.809899e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 93608 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26590 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10896 members 
Mstep: Class 7 contains 152551 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 10574 members 
Mstep: Class 11 contains 20591 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51500 members 
Mstep: Class 14 contains 15781 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325052 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10299 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113529 members 
Mstep: Class 24 contains 22312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099136.000000 Penalty: 78209.109375
Iteration 108Q: 24 clusters Score -9.809914e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 93677 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26591 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10894 members 
Mstep: Class 7 contains 152529 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 10484 members 
Mstep: Class 11 contains 20590 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51507 members 
Mstep: Class 14 contains 15781 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 325020 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10247 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113531 members 
Mstep: Class 24 contains 22312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099296.000000 Penalty: 78209.109375
Iteration 109Q: 24 clusters Score -9.80993e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 93733 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10893 members 
Mstep: Class 7 contains 152501 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 10393 members 
Mstep: Class 11 contains 20591 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51511 members 
Mstep: Class 14 contains 15779 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 324992 members 
Mstep: Class 17 contains 6853 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10196 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113533 members 
Mstep: Class 24 contains 22313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099448.000000 Penalty: 78209.109375
Iteration 110Q: 24 clusters Score -9.809945e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 93779 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26593 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10893 members 
Mstep: Class 7 contains 152480 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 10311 members 
Mstep: Class 11 contains 20591 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51516 members 
Mstep: Class 14 contains 15780 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 324957 members 
Mstep: Class 17 contains 6855 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10146 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113539 members 
Mstep: Class 24 contains 22312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099368.000000 Penalty: 78209.109375
Iteration 111Q: 24 clusters Score -9.809937e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 93827 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26595 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10890 members 
Mstep: Class 7 contains 152451 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 10233 members 
Mstep: Class 11 contains 20592 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51515 members 
Mstep: Class 14 contains 15781 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 324931 members 
Mstep: Class 17 contains 6857 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10111 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113545 members 
Mstep: Class 24 contains 22311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099408.000000 Penalty: 78209.109375
Iteration 112Q: 24 clusters Score -9.809941e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 93860 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26591 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10888 members 
Mstep: Class 7 contains 152422 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 10143 members 
Mstep: Class 11 contains 20593 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 51523 members 
Mstep: Class 14 contains 15780 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 324926 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10078 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113548 members 
Mstep: Class 24 contains 22312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099400.000000 Penalty: 78209.109375
Iteration 113Q: 24 clusters Score -9.80994e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 93892 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26588 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10883 members 
Mstep: Class 7 contains 152403 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 10056 members 
Mstep: Class 11 contains 20594 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 51533 members 
Mstep: Class 14 contains 15780 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 324918 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10054 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113546 members 
Mstep: Class 24 contains 22315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099440.000000 Penalty: 78209.109375
Iteration 114Q: 24 clusters Score -9.809944e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 93933 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26590 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10875 members 
Mstep: Class 7 contains 152380 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 9971 members 
Mstep: Class 11 contains 20594 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 51534 members 
Mstep: Class 14 contains 15780 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 324913 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10032 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113548 members 
Mstep: Class 24 contains 22317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099384.000000 Penalty: 78209.109375
Iteration 115Q: 24 clusters Score -9.809938e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 93970 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26591 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10867 members 
Mstep: Class 7 contains 152358 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 9895 members 
Mstep: Class 11 contains 20592 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 51538 members 
Mstep: Class 14 contains 15779 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 324905 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 10003 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113546 members 
Mstep: Class 24 contains 22318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099416.000000 Penalty: 78209.109375
Iteration 116Q: 24 clusters Score -9.809942e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 94006 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26590 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10858 members 
Mstep: Class 7 contains 152349 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 9819 members 
Mstep: Class 11 contains 20593 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 51539 members 
Mstep: Class 14 contains 15779 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 324890 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113548 members 
Mstep: Class 24 contains 22318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099496.000000 Penalty: 78209.109375
Iteration 117Q: 24 clusters Score -9.80995e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 94048 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26593 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10846 members 
Mstep: Class 7 contains 152339 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 9744 members 
Mstep: Class 11 contains 20594 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 51539 members 
Mstep: Class 14 contains 15778 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324864 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9949 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113547 members 
Mstep: Class 24 contains 22319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099520.000000 Penalty: 78209.109375
Iteration 118Q: 24 clusters Score -9.809952e+07 nChanged 250
Entering ConstructFrom: 
Score: -98099520.000000 Penalty: 78209.109375
Entering ConstructFrom: 
Trying to split cluster 1 (25328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Entering Unmasked Estep 
Score: -2770043.750000 Penalty: 2514.636963
	Iteration 0F: 2 clusters Score -2770044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -2752632.000000 Penalty: 5029.273926
	Iteration 0F: 3 clusters Score -2752632 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2758560.500000 Penalty: 5029.273926
	Iteration 1F: 3 clusters Score -2758560 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2758886.250000 Penalty: 5029.273926
	Iteration 2Q: 3 clusters Score -2758886 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2759161.250000 Penalty: 5029.273926
	Iteration 3Q: 3 clusters Score -2759161 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2759389.250000 Penalty: 5029.273926
	Iteration 4Q: 3 clusters Score -2759389 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2759564.000000 Penalty: 5029.273926
	Iteration 5Q: 3 clusters Score -2759564 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2759735.750000 Penalty: 5029.273926
	Iteration 6Q: 3 clusters Score -2759736 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2759860.500000 Penalty: 5029.273926
	Iteration 7Q: 3 clusters Score -2759860 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -2760014.750000 Penalty: 5029.273926
	Iteration 8Q: 3 clusters Score -2760015 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2760139.500000 Penalty: 5029.273926
	Iteration 9Q: 3 clusters Score -2760140 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2760306.250000 Penalty: 5029.273926
	Iteration 10Q: 3 clusters Score -2760306 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -2760431.500000 Penalty: 5029.273926
	Iteration 11Q: 3 clusters Score -2760432 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2760625.500000 Penalty: 5029.273926
	Iteration 12Q: 3 clusters Score -2760626 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2760862.250000 Penalty: 5029.273926
	Iteration 13Q: 3 clusters Score -2760862 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2761217.750000 Penalty: 5029.273926
	Iteration 14Q: 3 clusters Score -2761218 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2761662.500000 Penalty: 5029.273926
	Iteration 15Q: 3 clusters Score -2761662 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2762250.500000 Penalty: 5029.273926
	Iteration 16Q: 3 clusters Score -2762250 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2762994.750000 Penalty: 5029.273926
	Iteration 17Q: 3 clusters Score -2762995 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2763741.000000 Penalty: 5029.273926
	Iteration 18Q: 3 clusters Score -2763741 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2764340.750000 Penalty: 5029.273926
	Iteration 19Q: 3 clusters Score -2764341 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2764790.250000 Penalty: 5029.273926
	Iteration 20F: 3 clusters Score -2764790 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2765087.000000 Penalty: 5029.273926
	Iteration 21Q: 3 clusters Score -2765087 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2765284.250000 Penalty: 5029.273926
	Iteration 22Q: 3 clusters Score -2765284 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2765445.500000 Penalty: 5029.273926
	Iteration 23Q: 3 clusters Score -2765446 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2765608.750000 Penalty: 5029.273926
	Iteration 24Q: 3 clusters Score -2765609 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2765746.750000 Penalty: 5029.273926
	Iteration 25Q: 3 clusters Score -2765747 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2765909.500000 Penalty: 5029.273926
	Iteration 26Q: 3 clusters Score -2765910 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2766047.250000 Penalty: 5029.273926
	Iteration 27Q: 3 clusters Score -2766047 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2766180.000000 Penalty: 5029.273926
	Iteration 28Q: 3 clusters Score -2766180 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2766306.500000 Penalty: 5029.273926
	Iteration 29Q: 3 clusters Score -2766306 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2766464.500000 Penalty: 5029.273926
	Iteration 30Q: 3 clusters Score -2766464 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2766611.250000 Penalty: 5029.273926
	Iteration 31Q: 3 clusters Score -2766611 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2766756.250000 Penalty: 5029.273926
	Iteration 32Q: 3 clusters Score -2766756 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -2766881.250000 Penalty: 5029.273926
	Iteration 33Q: 3 clusters Score -2766881 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2766994.750000 Penalty: 5029.273926
	Iteration 34Q: 3 clusters Score -2766995 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -2767100.250000 Penalty: 5029.273926
	Iteration 35Q: 3 clusters Score -2767100 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -2767185.250000 Penalty: 5029.273926
	Iteration 36Q: 3 clusters Score -2767185 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -2767268.250000 Penalty: 5029.273926
	Iteration 37Q: 3 clusters Score -2767268 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -2767335.250000 Penalty: 5029.273926
	Iteration 38Q: 3 clusters Score -2767335 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -2767417.250000 Penalty: 5029.273926
	Iteration 39Q: 3 clusters Score -2767417 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -2767471.750000 Penalty: 5029.273926
	Iteration 40F: 3 clusters Score -2767472 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2767526.750000 Penalty: 5029.273926
	Iteration 41Q: 3 clusters Score -2767527 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -2767571.000000 Penalty: 5029.273926
	Iteration 42Q: 3 clusters Score -2767571 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -2767622.500000 Penalty: 5029.273926
	Iteration 43Q: 3 clusters Score -2767622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -2767653.750000 Penalty: 5029.273926
	Iteration 44Q: 3 clusters Score -2767654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -2767690.000000 Penalty: 5029.273926
	Iteration 45Q: 3 clusters Score -2767690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -2767714.500000 Penalty: 5029.273926
	Iteration 46Q: 3 clusters Score -2767714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -2767743.750000 Penalty: 5029.273926
	Iteration 47Q: 3 clusters Score -2767744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2767774.250000 Penalty: 5029.273926
	Iteration 48Q: 3 clusters Score -2767774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -2767797.000000 Penalty: 5029.273926
	Iteration 49Q: 3 clusters Score -2767797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -2767805.000000 Penalty: 5029.273926
	Iteration 50Q: 3 clusters Score -2767805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -2767818.750000 Penalty: 5029.273926
	Iteration 51Q: 3 clusters Score -2767819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -2767827.500000 Penalty: 5029.273926
	Iteration 52Q: 3 clusters Score -2767828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -2767841.000000 Penalty: 5029.273926
	Iteration 53Q: 3 clusters Score -2767841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2767845.750000 Penalty: 5029.273926
	Iteration 54Q: 3 clusters Score -2767846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -2767857.250000 Penalty: 5029.273926
	Iteration 55Q: 3 clusters Score -2767857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -2767857.500000 Penalty: 5029.273926
	Iteration 56Q: 3 clusters Score -2767858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2767858.250000 Penalty: 5029.273926
	Iteration 57Q: 3 clusters Score -2767858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -2767860.500000 Penalty: 5029.273926
	Iteration 58Q: 3 clusters Score -2767860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -2767860.000000 Penalty: 5029.273926
	Iteration 59Q: 3 clusters Score -2767860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -2767863.250000 Penalty: 5029.273926
	Iteration 60F: 3 clusters Score -2767863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -2767864.000000 Penalty: 5029.273926
	Iteration 61Q: 3 clusters Score -2767864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -2767864.000000 Penalty: 5029.273926
	Iteration 62F: 3 clusters Score -2767864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94091 members 
Entering Unmasked Estep 
Score: -10540731.000000 Penalty: 2840.100342
	Iteration 0F: 2 clusters Score -1.054073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -10477526.000000 Penalty: 5680.200684
	Iteration 0F: 3 clusters Score -1.047753e+07 nChanged 44491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -10502831.000000 Penalty: 5680.200684
	Iteration 1F: 3 clusters Score -1.050283e+07 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -10503507.000000 Penalty: 5680.200684
	Iteration 2Q: 3 clusters Score -1.050351e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -10504247.000000 Penalty: 5680.200684
	Iteration 3Q: 3 clusters Score -1.050425e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -10505033.000000 Penalty: 5680.200684
	Iteration 4Q: 3 clusters Score -1.050503e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -10506060.000000 Penalty: 5680.200684
	Iteration 5Q: 3 clusters Score -1.050606e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -10507402.000000 Penalty: 5680.200684
	Iteration 6Q: 3 clusters Score -1.05074e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 57216 members 
Entering Unmasked Estep 
Score: -10509506.000000 Penalty: 5680.200684
	Iteration 7Q: 3 clusters Score -1.050951e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 61511 members 
Entering Unmasked Estep 
Score: -10512757.000000 Penalty: 5680.200684
	Iteration 8F: 3 clusters Score -1.051276e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -10517282.000000 Penalty: 5680.200684
	Iteration 9F: 3 clusters Score -1.051728e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -10522420.000000 Penalty: 5680.200684
	Iteration 10F: 3 clusters Score -1.052242e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 77642 members 
Entering Unmasked Estep 
Score: -10527273.000000 Penalty: 5680.200684
	Iteration 11F: 3 clusters Score -1.052727e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -10531003.000000 Penalty: 5680.200684
	Iteration 12Q: 3 clusters Score -1.0531e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 84348 members 
Entering Unmasked Estep 
Score: -10533613.000000 Penalty: 5680.200684
	Iteration 13Q: 3 clusters Score -1.053361e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 86141 members 
Entering Unmasked Estep 
Score: -10535091.000000 Penalty: 5680.200684
	Iteration 14Q: 3 clusters Score -1.053509e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 87421 members 
Entering Unmasked Estep 
Score: -10536081.000000 Penalty: 5680.200684
	Iteration 15Q: 3 clusters Score -1.053608e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 88410 members 
Entering Unmasked Estep 
Score: -10536724.000000 Penalty: 5680.200684
	Iteration 16Q: 3 clusters Score -1.053672e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 89183 members 
Entering Unmasked Estep 
Score: -10537140.000000 Penalty: 5680.200684
	Iteration 17Q: 3 clusters Score -1.053714e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 89792 members 
Entering Unmasked Estep 
Score: -10537409.000000 Penalty: 5680.200684
	Iteration 18Q: 3 clusters Score -1.053741e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 90263 members 
Entering Unmasked Estep 
Score: -10537642.000000 Penalty: 5680.200684
	Iteration 19Q: 3 clusters Score -1.053764e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -10537852.000000 Penalty: 5680.200684
	Iteration 20F: 3 clusters Score -1.053785e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
Score: -10537989.000000 Penalty: 5680.200684
	Iteration 21Q: 3 clusters Score -1.053799e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 91182 members 
Entering Unmasked Estep 
Score: -10538141.000000 Penalty: 5680.200684
	Iteration 22Q: 3 clusters Score -1.053814e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 91368 members 
Entering Unmasked Estep 
Score: -10538199.000000 Penalty: 5680.200684
	Iteration 23Q: 3 clusters Score -1.05382e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 91524 members 
Entering Unmasked Estep 
Score: -10538264.000000 Penalty: 5680.200684
	Iteration 24Q: 3 clusters Score -1.053826e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 91653 members 
Entering Unmasked Estep 
Score: -10538279.000000 Penalty: 5680.200684
	Iteration 25Q: 3 clusters Score -1.053828e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 91760 members 
Entering Unmasked Estep 
Score: -10538343.000000 Penalty: 5680.200684
	Iteration 26Q: 3 clusters Score -1.053834e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 91860 members 
Entering Unmasked Estep 
Score: -10538372.000000 Penalty: 5680.200684
	Iteration 27Q: 3 clusters Score -1.053837e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 91944 members 
Entering Unmasked Estep 
Score: -10538375.000000 Penalty: 5680.200684
	Iteration 28Q: 3 clusters Score -1.053838e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 92007 members 
Entering Unmasked Estep 
Score: -10538397.000000 Penalty: 5680.200684
	Iteration 29Q: 3 clusters Score -1.05384e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 92056 members 
Entering Unmasked Estep 
Score: -10538413.000000 Penalty: 5680.200684
	Iteration 30Q: 3 clusters Score -1.053841e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -10538440.000000 Penalty: 5680.200684
	Iteration 31Q: 3 clusters Score -1.053844e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 92155 members 
Entering Unmasked Estep 
Score: -10538474.000000 Penalty: 5680.200684
	Iteration 32Q: 3 clusters Score -1.053847e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 92195 members 
Entering Unmasked Estep 
Score: -10538473.000000 Penalty: 5680.200684
	Iteration 33Q: 3 clusters Score -1.053847e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 92230 members 
Entering Unmasked Estep 
Score: -10538490.000000 Penalty: 5680.200684
	Iteration 34Q: 3 clusters Score -1.053849e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 92260 members 
Entering Unmasked Estep 
Score: -10538503.000000 Penalty: 5680.200684
	Iteration 35Q: 3 clusters Score -1.05385e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 92298 members 
Entering Unmasked Estep 
Score: -10538509.000000 Penalty: 5680.200684
	Iteration 36Q: 3 clusters Score -1.053851e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 92327 members 
Entering Unmasked Estep 
Score: -10538495.000000 Penalty: 5680.200684
	Iteration 37Q: 3 clusters Score -1.05385e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 92348 members 
Entering Unmasked Estep 
Score: -10538520.000000 Penalty: 5680.200684
	Iteration 38Q: 3 clusters Score -1.053852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 92367 members 
Entering Unmasked Estep 
Score: -10538527.000000 Penalty: 5680.200684
	Iteration 39Q: 3 clusters Score -1.053853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 92379 members 
Entering Unmasked Estep 
Score: -10538520.000000 Penalty: 5680.200684
	Iteration 40F: 3 clusters Score -1.053852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 92391 members 
Entering Unmasked Estep 
Score: -10538517.000000 Penalty: 5680.200684
	Iteration 41Q: 3 clusters Score -1.053852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 92399 members 
Entering Unmasked Estep 
Score: -10538526.000000 Penalty: 5680.200684
	Iteration 42Q: 3 clusters Score -1.053853e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 92408 members 
Entering Unmasked Estep 
Score: -10538527.000000 Penalty: 5680.200684
	Iteration 43Q: 3 clusters Score -1.053853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -10538537.000000 Penalty: 5680.200684
	Iteration 44Q: 3 clusters Score -1.053854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 92434 members 
Entering Unmasked Estep 
Score: -10538541.000000 Penalty: 5680.200684
	Iteration 45Q: 3 clusters Score -1.053854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -10538551.000000 Penalty: 5680.200684
	Iteration 46Q: 3 clusters Score -1.053855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 92458 members 
Entering Unmasked Estep 
Score: -10538546.000000 Penalty: 5680.200684
	Iteration 47Q: 3 clusters Score -1.053855e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -10538556.000000 Penalty: 5680.200684
	Iteration 48Q: 3 clusters Score -1.053856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 92487 members 
Entering Unmasked Estep 
Score: -10538570.000000 Penalty: 5680.200684
	Iteration 49Q: 3 clusters Score -1.053857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 92498 members 
Entering Unmasked Estep 
Score: -10538561.000000 Penalty: 5680.200684
	Iteration 50Q: 3 clusters Score -1.053856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 92506 members 
Entering Unmasked Estep 
Score: -10538574.000000 Penalty: 5680.200684
	Iteration 51Q: 3 clusters Score -1.053857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 92519 members 
Entering Unmasked Estep 
Score: -10538568.000000 Penalty: 5680.200684
	Iteration 52Q: 3 clusters Score -1.053857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 92529 members 
Entering Unmasked Estep 
Score: -10538570.000000 Penalty: 5680.200684
	Iteration 53Q: 3 clusters Score -1.053857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 92540 members 
Entering Unmasked Estep 
Score: -10538560.000000 Penalty: 5680.200684
	Iteration 54Q: 3 clusters Score -1.053856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 92549 members 
Entering Unmasked Estep 
Score: -10538558.000000 Penalty: 5680.200684
	Iteration 55Q: 3 clusters Score -1.053856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 92559 members 
Entering Unmasked Estep 
Score: -10538574.000000 Penalty: 5680.200684
	Iteration 56Q: 3 clusters Score -1.053857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 92566 members 
Entering Unmasked Estep 
Score: -10538574.000000 Penalty: 5680.200684
	Iteration 57Q: 3 clusters Score -1.053857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 92573 members 
Entering Unmasked Estep 
Score: -10538574.000000 Penalty: 5680.200684
	Iteration 58Q: 3 clusters Score -1.053857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 92582 members 
Entering Unmasked Estep 
Score: -10538576.000000 Penalty: 5680.200684
	Iteration 59Q: 3 clusters Score -1.053858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 92593 members 
Entering Unmasked Estep 
Score: -10538590.000000 Penalty: 5680.200684
	Iteration 60F: 3 clusters Score -1.053859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 92604 members 
Entering Unmasked Estep 
Score: -10538587.000000 Penalty: 5680.200684
	Iteration 61Q: 3 clusters Score -1.053859e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 92610 members 
Entering Unmasked Estep 
Score: -10538597.000000 Penalty: 5680.200684
	Iteration 62Q: 3 clusters Score -1.05386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 92615 members 
Entering Unmasked Estep 
Score: -10538608.000000 Penalty: 5680.200684
	Iteration 63Q: 3 clusters Score -1.053861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 92619 members 
Entering Unmasked Estep 
Score: -10538608.000000 Penalty: 5680.200684
	Iteration 64Q: 3 clusters Score -1.053861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 92627 members 
Entering Unmasked Estep 
Score: -10538596.000000 Penalty: 5680.200684
	Iteration 65Q: 3 clusters Score -1.05386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 92631 members 
Entering Unmasked Estep 
Score: -10538602.000000 Penalty: 5680.200684
	Iteration 66Q: 3 clusters Score -1.05386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 92634 members 
Entering Unmasked Estep 
Score: -10538594.000000 Penalty: 5680.200684
	Iteration 67Q: 3 clusters Score -1.053859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 92634 members 
Entering Unmasked Estep 
Score: -10538594.000000 Penalty: 5680.200684
	Iteration 68F: 3 clusters Score -1.053859e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -303007.218750 Penalty: 1963.819946
	Iteration 0F: 2 clusters Score -303007.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -299892.187500 Penalty: 3927.639893
	Iteration 0F: 3 clusters Score -299892.2 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -300537.562500 Penalty: 3927.639893
	Iteration 1F: 3 clusters Score -300537.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -300666.062500 Penalty: 3927.639893
	Iteration 2F: 3 clusters Score -300666.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -300731.187500 Penalty: 3927.639893
	Iteration 3Q: 3 clusters Score -300731.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -300772.250000 Penalty: 3927.639893
	Iteration 4Q: 3 clusters Score -300772.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -300801.312500 Penalty: 3927.639893
	Iteration 5Q: 3 clusters Score -300801.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -300824.843750 Penalty: 3927.639893
	Iteration 6Q: 3 clusters Score -300824.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -300850.656250 Penalty: 3927.639893
	Iteration 7Q: 3 clusters Score -300850.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -300876.343750 Penalty: 3927.639893
	Iteration 8Q: 3 clusters Score -300876.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -300899.250000 Penalty: 3927.639893
	Iteration 9Q: 3 clusters Score -300899.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -300919.093750 Penalty: 3927.639893
	Iteration 10Q: 3 clusters Score -300919.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -300942.937500 Penalty: 3927.639893
	Iteration 11Q: 3 clusters Score -300942.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -300959.500000 Penalty: 3927.639893
	Iteration 12Q: 3 clusters Score -300959.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -300974.187500 Penalty: 3927.639893
	Iteration 13Q: 3 clusters Score -300974.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -300989.812500 Penalty: 3927.639893
	Iteration 14Q: 3 clusters Score -300989.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -301008.656250 Penalty: 3927.639893
	Iteration 15Q: 3 clusters Score -301008.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -301025.343750 Penalty: 3927.639893
	Iteration 16Q: 3 clusters Score -301025.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -301037.531250 Penalty: 3927.639893
	Iteration 17Q: 3 clusters Score -301037.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -301051.500000 Penalty: 3927.639893
	Iteration 18Q: 3 clusters Score -301051.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -301064.562500 Penalty: 3927.639893
	Iteration 19Q: 3 clusters Score -301064.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -301081.343750 Penalty: 3927.639893
	Iteration 20F: 3 clusters Score -301081.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -301103.187500 Penalty: 3927.639893
	Iteration 21Q: 3 clusters Score -301103.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -301130.250000 Penalty: 3927.639893
	Iteration 22Q: 3 clusters Score -301130.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -301157.750000 Penalty: 3927.639893
	Iteration 23Q: 3 clusters Score -301157.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -301183.656250 Penalty: 3927.639893
	Iteration 24Q: 3 clusters Score -301183.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -301204.656250 Penalty: 3927.639893
	Iteration 25Q: 3 clusters Score -301204.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -301226.031250 Penalty: 3927.639893
	Iteration 26Q: 3 clusters Score -301226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -301252.968750 Penalty: 3927.639893
	Iteration 27Q: 3 clusters Score -301253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -301287.812500 Penalty: 3927.639893
	Iteration 28Q: 3 clusters Score -301287.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -301329.656250 Penalty: 3927.639893
	Iteration 29Q: 3 clusters Score -301329.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -301390.000000 Penalty: 3927.639893
	Iteration 30Q: 3 clusters Score -301390 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -301465.531250 Penalty: 3927.639893
	Iteration 31Q: 3 clusters Score -301465.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -301598.187500 Penalty: 3927.639893
	Iteration 32Q: 3 clusters Score -301598.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -301742.312500 Penalty: 3927.639893
	Iteration 33Q: 3 clusters Score -301742.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -301890.343750 Penalty: 3927.639893
	Iteration 34Q: 3 clusters Score -301890.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -302069.718750 Penalty: 3927.639893
	Iteration 35Q: 3 clusters Score -302069.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -302250.093750 Penalty: 3927.639893
	Iteration 36Q: 3 clusters Score -302250.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -302360.250000 Penalty: 3927.639893
	Iteration 37Q: 3 clusters Score -302360.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -302393.031250 Penalty: 3927.639893
	Iteration 38Q: 3 clusters Score -302393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -302409.750000 Penalty: 3927.639893
	Iteration 39Q: 3 clusters Score -302409.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -302419.718750 Penalty: 3927.639893
	Iteration 40F: 3 clusters Score -302419.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -302422.156250 Penalty: 3927.639893
	Iteration 41Q: 3 clusters Score -302422.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -302422.406250 Penalty: 3927.639893
	Iteration 42Q: 3 clusters Score -302422.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -302422.406250 Penalty: 3927.639893
	Iteration 43F: 3 clusters Score -302422.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Entering Unmasked Estep 
Score: -2778276.250000 Penalty: 2526.723877
	Iteration 0F: 2 clusters Score -2778276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2760053.250000 Penalty: 5053.447754
	Iteration 0F: 3 clusters Score -2760053 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2766405.000000 Penalty: 5053.447754
	Iteration 1F: 3 clusters Score -2766405 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -2766779.750000 Penalty: 5053.447754
	Iteration 2Q: 3 clusters Score -2766780 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2767116.250000 Penalty: 5053.447754
	Iteration 3Q: 3 clusters Score -2767116 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2767391.250000 Penalty: 5053.447754
	Iteration 4Q: 3 clusters Score -2767391 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2767617.000000 Penalty: 5053.447754
	Iteration 5Q: 3 clusters Score -2767617 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2767864.250000 Penalty: 5053.447754
	Iteration 6Q: 3 clusters Score -2767864 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2768139.000000 Penalty: 5053.447754
	Iteration 7Q: 3 clusters Score -2768139 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2768445.250000 Penalty: 5053.447754
	Iteration 8Q: 3 clusters Score -2768445 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2768878.500000 Penalty: 5053.447754
	Iteration 9Q: 3 clusters Score -2768878 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2769469.000000 Penalty: 5053.447754
	Iteration 10Q: 3 clusters Score -2769469 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2770359.000000 Penalty: 5053.447754
	Iteration 11F: 3 clusters Score -2770359 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2771449.750000 Penalty: 5053.447754
	Iteration 12F: 3 clusters Score -2771450 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2772691.250000 Penalty: 5053.447754
	Iteration 13F: 3 clusters Score -2772691 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -2773950.500000 Penalty: 5053.447754
	Iteration 14F: 3 clusters Score -2773950 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -2774934.750000 Penalty: 5053.447754
	Iteration 15Q: 3 clusters Score -2774935 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -2775520.250000 Penalty: 5053.447754
	Iteration 16Q: 3 clusters Score -2775520 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -2775826.500000 Penalty: 5053.447754
	Iteration 17Q: 3 clusters Score -2775826 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -2775996.500000 Penalty: 5053.447754
	Iteration 18Q: 3 clusters Score -2775996 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -2776096.000000 Penalty: 5053.447754
	Iteration 19Q: 3 clusters Score -2776096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -2776158.750000 Penalty: 5053.447754
	Iteration 20F: 3 clusters Score -2776159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -2776207.750000 Penalty: 5053.447754
	Iteration 21Q: 3 clusters Score -2776208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -2776235.000000 Penalty: 5053.447754
	Iteration 22Q: 3 clusters Score -2776235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -2776256.000000 Penalty: 5053.447754
	Iteration 23Q: 3 clusters Score -2776256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -2776262.500000 Penalty: 5053.447754
	Iteration 24Q: 3 clusters Score -2776262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -2776268.750000 Penalty: 5053.447754
	Iteration 25Q: 3 clusters Score -2776269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -2776274.500000 Penalty: 5053.447754
	Iteration 26Q: 3 clusters Score -2776274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -2776275.750000 Penalty: 5053.447754
	Iteration 27Q: 3 clusters Score -2776276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -2776276.250000 Penalty: 5053.447754
	Iteration 28Q: 3 clusters Score -2776276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -2776276.250000 Penalty: 5053.447754
	Iteration 29F: 3 clusters Score -2776276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -38266.453125 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -38266.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36836.425781 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -36836.43 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -37157.710938 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -37157.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37378.007812 Penalty: 3033.482422
	Iteration 2F: 3 clusters Score -37378.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37626.500000 Penalty: 3033.482422
	Iteration 3F: 3 clusters Score -37626.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37921.785156 Penalty: 3033.482422
	Iteration 4F: 3 clusters Score -37921.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38204.847656 Penalty: 3033.482422
	Iteration 5Q: 3 clusters Score -38204.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38248.589844 Penalty: 3033.482422
	Iteration 6Q: 3 clusters Score -38248.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38277.753906 Penalty: 3033.482422
	Iteration 7Q: 3 clusters Score -38277.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38299.019531 Penalty: 3033.482422
	Iteration 8Q: 3 clusters Score -38299.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -38312.328125 Penalty: 3033.482422
	Iteration 9Q: 3 clusters Score -38312.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38326.566406 Penalty: 3033.482422
	Iteration 10Q: 3 clusters Score -38326.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38332.863281 Penalty: 3033.482422
	Iteration 11F: 3 clusters Score -38332.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38341.625000 Penalty: 3033.482422
	Iteration 12Q: 3 clusters Score -38341.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38341.625000 Penalty: 3033.482422
	Iteration 13F: 3 clusters Score -38341.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 94091 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26593 members 
Mstep: Class 5 contains 255 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 152324 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 9661 members 
Mstep: Class 11 contains 20597 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 51536 members 
Mstep: Class 14 contains 15775 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324851 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 20 contains 198 members 
Mstep: Class 21 contains 9921 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113546 members 
Mstep: Class 24 contains 22320 members 
Entering Unmasked Estep 
Score: -98097696.000000 Penalty: 81609.500000
Splitting cluster 5 changes total score from -98099520.000000 to -98097696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (10838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Entering Unmasked Estep 
Score: -1239975.250000 Penalty: 2304.121826
	Iteration 0F: 2 clusters Score -1239975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1231784.750000 Penalty: 4608.243652
	Iteration 0F: 3 clusters Score -1231785 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1234164.125000 Penalty: 4608.243652
	Iteration 1F: 3 clusters Score -1234164 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1234683.250000 Penalty: 4608.243652
	Iteration 2F: 3 clusters Score -1234683 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1235270.500000 Penalty: 4608.243652
	Iteration 3F: 3 clusters Score -1235270 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1235994.375000 Penalty: 4608.243652
	Iteration 4F: 3 clusters Score -1235994 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1236882.875000 Penalty: 4608.243652
	Iteration 5F: 3 clusters Score -1236883 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1237726.875000 Penalty: 4608.243652
	Iteration 6F: 3 clusters Score -1237727 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1238267.750000 Penalty: 4608.243652
	Iteration 7F: 3 clusters Score -1238268 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1238549.000000 Penalty: 4608.243652
	Iteration 8Q: 3 clusters Score -1238549 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1238688.000000 Penalty: 4608.243652
	Iteration 9Q: 3 clusters Score -1238688 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1238754.500000 Penalty: 4608.243652
	Iteration 10Q: 3 clusters Score -1238754 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1238783.875000 Penalty: 4608.243652
	Iteration 11Q: 3 clusters Score -1238784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1238801.750000 Penalty: 4608.243652
	Iteration 12Q: 3 clusters Score -1238802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1238814.625000 Penalty: 4608.243652
	Iteration 13Q: 3 clusters Score -1238815 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1238818.375000 Penalty: 4608.243652
	Iteration 14Q: 3 clusters Score -1238818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1238825.500000 Penalty: 4608.243652
	Iteration 15Q: 3 clusters Score -1238826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1238827.500000 Penalty: 4608.243652
	Iteration 16Q: 3 clusters Score -1238828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1238831.250000 Penalty: 4608.243652
	Iteration 17Q: 3 clusters Score -1238831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1238830.000000 Penalty: 4608.243652
	Iteration 18Q: 3 clusters Score -1238830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1238833.000000 Penalty: 4608.243652
	Iteration 19Q: 3 clusters Score -1238833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1238834.375000 Penalty: 4608.243652
	Iteration 20F: 3 clusters Score -1238834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1238835.000000 Penalty: 4608.243652
	Iteration 21Q: 3 clusters Score -1238835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1238835.125000 Penalty: 4608.243652
	Iteration 22Q: 3 clusters Score -1238835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1238834.750000 Penalty: 4608.243652
	Iteration 23Q: 3 clusters Score -1238835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1238834.875000 Penalty: 4608.243652
	Iteration 24Q: 3 clusters Score -1238835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1238833.750000 Penalty: 4608.243652
	Iteration 25Q: 3 clusters Score -1238834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1238833.750000 Penalty: 4608.243652
	Iteration 26F: 3 clusters Score -1238834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (152324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152324 members 
Entering Unmasked Estep 
Score: -17082470.000000 Penalty: 2959.573730
	Iteration 0F: 2 clusters Score -1.708247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75904 members 
Mstep: Class 2 contains 76420 members 
Entering Unmasked Estep 
Score: -16981016.000000 Penalty: 5919.147461
	Iteration 0F: 3 clusters Score -1.698102e+07 nChanged 72934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72192 members 
Mstep: Class 2 contains 80132 members 
Entering Unmasked Estep 
Score: -17024152.000000 Penalty: 5919.147461
	Iteration 1F: 3 clusters Score -1.702415e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -17025756.000000 Penalty: 5919.147461
	Iteration 2Q: 3 clusters Score -1.702576e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66324 members 
Mstep: Class 2 contains 86000 members 
Entering Unmasked Estep 
Score: -17027970.000000 Penalty: 5919.147461
	Iteration 3Q: 3 clusters Score -1.702797e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 91201 members 
Entering Unmasked Estep 
Score: -17031030.000000 Penalty: 5919.147461
	Iteration 4Q: 3 clusters Score -1.703103e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -17035922.000000 Penalty: 5919.147461
	Iteration 5F: 3 clusters Score -1.703592e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 107945 members 
Entering Unmasked Estep 
Score: -17042818.000000 Penalty: 5919.147461
	Iteration 6F: 3 clusters Score -1.704282e+07 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 118621 members 
Entering Unmasked Estep 
Score: -17051728.000000 Penalty: 5919.147461
	Iteration 7F: 3 clusters Score -1.705173e+07 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 128920 members 
Entering Unmasked Estep 
Score: -17061190.000000 Penalty: 5919.147461
	Iteration 8F: 3 clusters Score -1.706119e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 136960 members 
Entering Unmasked Estep 
Score: -17068688.000000 Penalty: 5919.147461
	Iteration 9F: 3 clusters Score -1.706869e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 142083 members 
Entering Unmasked Estep 
Score: -17073114.000000 Penalty: 5919.147461
	Iteration 10Q: 3 clusters Score -1.707311e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 145330 members 
Entering Unmasked Estep 
Score: -17075854.000000 Penalty: 5919.147461
	Iteration 11Q: 3 clusters Score -1.707585e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 147436 members 
Entering Unmasked Estep 
Score: -17077526.000000 Penalty: 5919.147461
	Iteration 12Q: 3 clusters Score -1.707753e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 148770 members 
Entering Unmasked Estep 
Score: -17078410.000000 Penalty: 5919.147461
	Iteration 13Q: 3 clusters Score -1.707841e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 149659 members 
Entering Unmasked Estep 
Score: -17078974.000000 Penalty: 5919.147461
	Iteration 14Q: 3 clusters Score -1.707897e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 150218 members 
Entering Unmasked Estep 
Score: -17079260.000000 Penalty: 5919.147461
	Iteration 15Q: 3 clusters Score -1.707926e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 150604 members 
Entering Unmasked Estep 
Score: -17079546.000000 Penalty: 5919.147461
	Iteration 16Q: 3 clusters Score -1.707955e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 150861 members 
Entering Unmasked Estep 
Score: -17079644.000000 Penalty: 5919.147461
	Iteration 17Q: 3 clusters Score -1.707964e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 151033 members 
Entering Unmasked Estep 
Score: -17079718.000000 Penalty: 5919.147461
	Iteration 18Q: 3 clusters Score -1.707972e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 151155 members 
Entering Unmasked Estep 
Score: -17079780.000000 Penalty: 5919.147461
	Iteration 19Q: 3 clusters Score -1.707978e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 151252 members 
Entering Unmasked Estep 
Score: -17079838.000000 Penalty: 5919.147461
	Iteration 20F: 3 clusters Score -1.707984e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 151330 members 
Entering Unmasked Estep 
Score: -17079892.000000 Penalty: 5919.147461
	Iteration 21Q: 3 clusters Score -1.707989e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 151376 members 
Entering Unmasked Estep 
Score: -17079924.000000 Penalty: 5919.147461
	Iteration 22Q: 3 clusters Score -1.707992e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 151404 members 
Entering Unmasked Estep 
Score: -17079962.000000 Penalty: 5919.147461
	Iteration 23Q: 3 clusters Score -1.707996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 151429 members 
Entering Unmasked Estep 
Score: -17079978.000000 Penalty: 5919.147461
	Iteration 24Q: 3 clusters Score -1.707998e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 151449 members 
Entering Unmasked Estep 
Score: -17079992.000000 Penalty: 5919.147461
	Iteration 25Q: 3 clusters Score -1.707999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 151466 members 
Entering Unmasked Estep 
Score: -17079990.000000 Penalty: 5919.147461
	Iteration 26Q: 3 clusters Score -1.707999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 151485 members 
Entering Unmasked Estep 
Score: -17080010.000000 Penalty: 5919.147461
	Iteration 27Q: 3 clusters Score -1.708001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 151503 members 
Entering Unmasked Estep 
Score: -17080028.000000 Penalty: 5919.147461
	Iteration 28Q: 3 clusters Score -1.708003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 151513 members 
Entering Unmasked Estep 
Score: -17080014.000000 Penalty: 5919.147461
	Iteration 29Q: 3 clusters Score -1.708001e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 151515 members 
Entering Unmasked Estep 
Score: -17080022.000000 Penalty: 5919.147461
	Iteration 30Q: 3 clusters Score -1.708002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 151518 members 
Entering Unmasked Estep 
Score: -17080002.000000 Penalty: 5919.147461
	Iteration 31Q: 3 clusters Score -1.708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 151520 members 
Entering Unmasked Estep 
Score: -17080014.000000 Penalty: 5919.147461
	Iteration 32Q: 3 clusters Score -1.708001e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 151522 members 
Entering Unmasked Estep 
Score: -17080024.000000 Penalty: 5919.147461
	Iteration 33Q: 3 clusters Score -1.708002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 151524 members 
Entering Unmasked Estep 
Score: -17080020.000000 Penalty: 5919.147461
	Iteration 34Q: 3 clusters Score -1.708002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 151525 members 
Entering Unmasked Estep 
Score: -17080014.000000 Penalty: 5919.147461
	Iteration 35Q: 3 clusters Score -1.708001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 151526 members 
Entering Unmasked Estep 
Score: -17080022.000000 Penalty: 5919.147461
	Iteration 36Q: 3 clusters Score -1.708002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 151526 members 
Entering Unmasked Estep 
Score: -17080022.000000 Penalty: 5919.147461
	Iteration 37F: 3 clusters Score -1.708002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Entering Unmasked Estep 
Score: -386146.937500 Penalty: 2044.464600
	Iteration 0F: 2 clusters Score -386146.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -382370.531250 Penalty: 4088.929199
	Iteration 0F: 3 clusters Score -382370.5 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -383136.812500 Penalty: 4088.929199
	Iteration 1F: 3 clusters Score -383136.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -383330.000000 Penalty: 4088.929199
	Iteration 2F: 3 clusters Score -383330 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -383441.500000 Penalty: 4088.929199
	Iteration 3Q: 3 clusters Score -383441.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -383525.125000 Penalty: 4088.929199
	Iteration 4Q: 3 clusters Score -383525.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -383580.375000 Penalty: 4088.929199
	Iteration 5Q: 3 clusters Score -383580.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -383622.312500 Penalty: 4088.929199
	Iteration 6Q: 3 clusters Score -383622.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -383654.718750 Penalty: 4088.929199
	Iteration 7Q: 3 clusters Score -383654.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -383675.281250 Penalty: 4088.929199
	Iteration 8Q: 3 clusters Score -383675.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -383690.593750 Penalty: 4088.929199
	Iteration 9Q: 3 clusters Score -383690.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -383703.312500 Penalty: 4088.929199
	Iteration 10Q: 3 clusters Score -383703.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -383715.500000 Penalty: 4088.929199
	Iteration 11Q: 3 clusters Score -383715.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -383728.593750 Penalty: 4088.929199
	Iteration 12Q: 3 clusters Score -383728.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -383740.468750 Penalty: 4088.929199
	Iteration 13Q: 3 clusters Score -383740.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -383755.000000 Penalty: 4088.929199
	Iteration 14Q: 3 clusters Score -383755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -383772.750000 Penalty: 4088.929199
	Iteration 15Q: 3 clusters Score -383772.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -383789.968750 Penalty: 4088.929199
	Iteration 16Q: 3 clusters Score -383790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -383800.875000 Penalty: 4088.929199
	Iteration 17Q: 3 clusters Score -383800.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -383808.843750 Penalty: 4088.929199
	Iteration 18Q: 3 clusters Score -383808.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -383817.031250 Penalty: 4088.929199
	Iteration 19Q: 3 clusters Score -383817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -383824.343750 Penalty: 4088.929199
	Iteration 20F: 3 clusters Score -383824.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -383829.781250 Penalty: 4088.929199
	Iteration 21Q: 3 clusters Score -383829.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -383837.312500 Penalty: 4088.929199
	Iteration 22Q: 3 clusters Score -383837.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -383845.281250 Penalty: 4088.929199
	Iteration 23Q: 3 clusters Score -383845.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -383852.031250 Penalty: 4088.929199
	Iteration 24Q: 3 clusters Score -383852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -383857.062500 Penalty: 4088.929199
	Iteration 25Q: 3 clusters Score -383857.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -383866.812500 Penalty: 4088.929199
	Iteration 26Q: 3 clusters Score -383866.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -383883.906250 Penalty: 4088.929199
	Iteration 27Q: 3 clusters Score -383883.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -383897.125000 Penalty: 4088.929199
	Iteration 28Q: 3 clusters Score -383897.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -383910.437500 Penalty: 4088.929199
	Iteration 29Q: 3 clusters Score -383910.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -383923.593750 Penalty: 4088.929199
	Iteration 30Q: 3 clusters Score -383923.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -383934.343750 Penalty: 4088.929199
	Iteration 31Q: 3 clusters Score -383934.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -383939.343750 Penalty: 4088.929199
	Iteration 32Q: 3 clusters Score -383939.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -383942.718750 Penalty: 4088.929199
	Iteration 33Q: 3 clusters Score -383942.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -383945.187500 Penalty: 4088.929199
	Iteration 34Q: 3 clusters Score -383945.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -383949.875000 Penalty: 4088.929199
	Iteration 35Q: 3 clusters Score -383949.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -383951.968750 Penalty: 4088.929199
	Iteration 36Q: 3 clusters Score -383952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -383956.062500 Penalty: 4088.929199
	Iteration 37Q: 3 clusters Score -383956.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -383958.468750 Penalty: 4088.929199
	Iteration 38Q: 3 clusters Score -383958.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -383960.375000 Penalty: 4088.929199
	Iteration 39Q: 3 clusters Score -383960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -383960.125000 Penalty: 4088.929199
	Iteration 40F: 3 clusters Score -383960.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -383960.468750 Penalty: 4088.929199
	Iteration 41Q: 3 clusters Score -383960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -383962.281250 Penalty: 4088.929199
	Iteration 42Q: 3 clusters Score -383962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -383962.593750 Penalty: 4088.929199
	Iteration 43Q: 3 clusters Score -383962.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -383964.531250 Penalty: 4088.929199
	Iteration 44Q: 3 clusters Score -383964.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -383967.500000 Penalty: 4088.929199
	Iteration 45Q: 3 clusters Score -383967.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -383971.875000 Penalty: 4088.929199
	Iteration 46Q: 3 clusters Score -383971.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -383978.531250 Penalty: 4088.929199
	Iteration 47Q: 3 clusters Score -383978.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -383988.406250 Penalty: 4088.929199
	Iteration 48Q: 3 clusters Score -383988.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -383996.843750 Penalty: 4088.929199
	Iteration 49Q: 3 clusters Score -383996.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -384008.218750 Penalty: 4088.929199
	Iteration 50Q: 3 clusters Score -384008.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -384017.687500 Penalty: 4088.929199
	Iteration 51Q: 3 clusters Score -384017.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -384028.968750 Penalty: 4088.929199
	Iteration 52Q: 3 clusters Score -384029 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -384051.968750 Penalty: 4088.929199
	Iteration 53Q: 3 clusters Score -384052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -384068.937500 Penalty: 4088.929199
	Iteration 54Q: 3 clusters Score -384068.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -384085.875000 Penalty: 4088.929199
	Iteration 55Q: 3 clusters Score -384085.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -384100.406250 Penalty: 4088.929199
	Iteration 56Q: 3 clusters Score -384100.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -384114.281250 Penalty: 4088.929199
	Iteration 57Q: 3 clusters Score -384114.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -384129.562500 Penalty: 4088.929199
	Iteration 58Q: 3 clusters Score -384129.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -384141.281250 Penalty: 4088.929199
	Iteration 59Q: 3 clusters Score -384141.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -384167.125000 Penalty: 4088.929199
	Iteration 60F: 3 clusters Score -384167.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -384194.781250 Penalty: 4088.929199
	Iteration 61Q: 3 clusters Score -384194.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -384231.875000 Penalty: 4088.929199
	Iteration 62Q: 3 clusters Score -384231.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -384268.750000 Penalty: 4088.929199
	Iteration 63Q: 3 clusters Score -384268.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -384311.125000 Penalty: 4088.929199
	Iteration 64Q: 3 clusters Score -384311.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -384366.593750 Penalty: 4088.929199
	Iteration 65Q: 3 clusters Score -384366.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -384411.875000 Penalty: 4088.929199
	Iteration 66Q: 3 clusters Score -384411.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -384446.718750 Penalty: 4088.929199
	Iteration 67Q: 3 clusters Score -384446.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -384472.656250 Penalty: 4088.929199
	Iteration 68Q: 3 clusters Score -384472.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -384486.656250 Penalty: 4088.929199
	Iteration 69Q: 3 clusters Score -384486.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -384496.218750 Penalty: 4088.929199
	Iteration 70Q: 3 clusters Score -384496.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -384502.062500 Penalty: 4088.929199
	Iteration 71Q: 3 clusters Score -384502.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -384509.750000 Penalty: 4088.929199
	Iteration 72Q: 3 clusters Score -384509.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -384514.593750 Penalty: 4088.929199
	Iteration 73Q: 3 clusters Score -384514.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -384520.187500 Penalty: 4088.929199
	Iteration 74Q: 3 clusters Score -384520.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -384529.375000 Penalty: 4088.929199
	Iteration 75Q: 3 clusters Score -384529.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -384536.093750 Penalty: 4088.929199
	Iteration 76Q: 3 clusters Score -384536.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -384539.656250 Penalty: 4088.929199
	Iteration 77Q: 3 clusters Score -384539.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -384543.937500 Penalty: 4088.929199
	Iteration 78Q: 3 clusters Score -384543.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -384545.187500 Penalty: 4088.929199
	Iteration 79Q: 3 clusters Score -384545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -384545.937500 Penalty: 4088.929199
	Iteration 80F: 3 clusters Score -384545.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -384548.781250 Penalty: 4088.929199
	Iteration 81Q: 3 clusters Score -384548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -384550.718750 Penalty: 4088.929199
	Iteration 82Q: 3 clusters Score -384550.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -384553.593750 Penalty: 4088.929199
	Iteration 83Q: 3 clusters Score -384553.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -384554.406250 Penalty: 4088.929199
	Iteration 84Q: 3 clusters Score -384554.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -384557.437500 Penalty: 4088.929199
	Iteration 85Q: 3 clusters Score -384557.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -384558.062500 Penalty: 4088.929199
	Iteration 86Q: 3 clusters Score -384558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -384559.593750 Penalty: 4088.929199
	Iteration 87Q: 3 clusters Score -384559.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -384560.000000 Penalty: 4088.929199
	Iteration 88Q: 3 clusters Score -384560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -384560.531250 Penalty: 4088.929199
	Iteration 89Q: 3 clusters Score -384560.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -384560.750000 Penalty: 4088.929199
	Iteration 90Q: 3 clusters Score -384560.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -384560.750000 Penalty: 4088.929199
	Iteration 91F: 3 clusters Score -384560.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -86536.437500 Penalty: 1684.501465
	Iteration 0F: 2 clusters Score -86536.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -84729.671875 Penalty: 3369.002930
	Iteration 0F: 3 clusters Score -84729.67 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -85056.851562 Penalty: 3369.002930
	Iteration 1F: 3 clusters Score -85056.85 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -85291.031250 Penalty: 3369.002930
	Iteration 2F: 3 clusters Score -85291.03 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -85641.718750 Penalty: 3369.002930
	Iteration 3F: 3 clusters Score -85641.72 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -85885.015625 Penalty: 3369.002930
	Iteration 4F: 3 clusters Score -85885.02 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -86174.867188 Penalty: 3369.002930
	Iteration 5F: 3 clusters Score -86174.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -86568.429688 Penalty: 3369.002930
	Iteration 6F: 3 clusters Score -86568.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -86641.273438 Penalty: 3369.002930
	Iteration 7Q: 3 clusters Score -86641.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -86671.796875 Penalty: 3369.002930
	Iteration 8Q: 3 clusters Score -86671.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -86696.289062 Penalty: 3369.002930
	Iteration 9Q: 3 clusters Score -86696.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -86716.453125 Penalty: 3369.002930
	Iteration 10Q: 3 clusters Score -86716.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -86736.164062 Penalty: 3369.002930
	Iteration 11Q: 3 clusters Score -86736.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -86740.140625 Penalty: 3369.002930
	Iteration 12Q: 3 clusters Score -86740.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -86744.257812 Penalty: 3369.002930
	Iteration 13Q: 3 clusters Score -86744.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -86761.734375 Penalty: 3369.002930
	Iteration 14Q: 3 clusters Score -86761.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -86805.257812 Penalty: 3369.002930
	Iteration 15Q: 3 clusters Score -86805.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -86879.585938 Penalty: 3369.002930
	Iteration 16Q: 3 clusters Score -86879.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -86948.101562 Penalty: 3369.002930
	Iteration 17Q: 3 clusters Score -86948.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -86948.101562 Penalty: 3369.002930
	Iteration 18F: 3 clusters Score -86948.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 94091 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26593 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 152324 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 225 members 
Mstep: Class 10 contains 9661 members 
Mstep: Class 11 contains 20597 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 51536 members 
Mstep: Class 14 contains 15775 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324851 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 9921 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113546 members 
Mstep: Class 24 contains 22320 members 
Entering Unmasked Estep 
Score: -98098208.000000 Penalty: 81609.500000
Splitting cluster 9 changes total score from -98099520.000000 to -98098208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (9661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Entering Unmasked Estep 
Score: -1071924.250000 Penalty: 2275.611572
	Iteration 0F: 2 clusters Score -1071924 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 4797 members 
Entering Unmasked Estep 
Score: -1064400.750000 Penalty: 4551.223145
	Iteration 0F: 3 clusters Score -1064401 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1066535.625000 Penalty: 4551.223145
	Iteration 1F: 3 clusters Score -1066536 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1066817.750000 Penalty: 4551.223145
	Iteration 2F: 3 clusters Score -1066818 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1067016.125000 Penalty: 4551.223145
	Iteration 3Q: 3 clusters Score -1067016 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1067191.750000 Penalty: 4551.223145
	Iteration 4Q: 3 clusters Score -1067192 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1067387.625000 Penalty: 4551.223145
	Iteration 5Q: 3 clusters Score -1067388 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1067574.000000 Penalty: 4551.223145
	Iteration 6Q: 3 clusters Score -1067574 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1067786.375000 Penalty: 4551.223145
	Iteration 7Q: 3 clusters Score -1067786 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1068027.125000 Penalty: 4551.223145
	Iteration 8Q: 3 clusters Score -1068027 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1068303.875000 Penalty: 4551.223145
	Iteration 9Q: 3 clusters Score -1068304 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1068596.750000 Penalty: 4551.223145
	Iteration 10Q: 3 clusters Score -1068597 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1068892.500000 Penalty: 4551.223145
	Iteration 11Q: 3 clusters Score -1068892 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1069155.375000 Penalty: 4551.223145
	Iteration 12Q: 3 clusters Score -1069155 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1069380.750000 Penalty: 4551.223145
	Iteration 13Q: 3 clusters Score -1069381 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1069524.875000 Penalty: 4551.223145
	Iteration 14Q: 3 clusters Score -1069525 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1069623.125000 Penalty: 4551.223145
	Iteration 15Q: 3 clusters Score -1069623 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1069699.625000 Penalty: 4551.223145
	Iteration 16Q: 3 clusters Score -1069700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1069758.000000 Penalty: 4551.223145
	Iteration 17Q: 3 clusters Score -1069758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1069802.625000 Penalty: 4551.223145
	Iteration 18Q: 3 clusters Score -1069803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1069837.375000 Penalty: 4551.223145
	Iteration 19Q: 3 clusters Score -1069837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1069857.375000 Penalty: 4551.223145
	Iteration 20F: 3 clusters Score -1069857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1069872.125000 Penalty: 4551.223145
	Iteration 21Q: 3 clusters Score -1069872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1069884.125000 Penalty: 4551.223145
	Iteration 22Q: 3 clusters Score -1069884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1069889.500000 Penalty: 4551.223145
	Iteration 23Q: 3 clusters Score -1069890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1069892.375000 Penalty: 4551.223145
	Iteration 24Q: 3 clusters Score -1069892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1069894.125000 Penalty: 4551.223145
	Iteration 25Q: 3 clusters Score -1069894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1069896.625000 Penalty: 4551.223145
	Iteration 26Q: 3 clusters Score -1069897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1069897.000000 Penalty: 4551.223145
	Iteration 27Q: 3 clusters Score -1069897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1069900.375000 Penalty: 4551.223145
	Iteration 28Q: 3 clusters Score -1069900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1069900.500000 Penalty: 4551.223145
	Iteration 29Q: 3 clusters Score -1069900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1069900.500000 Penalty: 4551.223145
	Iteration 30F: 3 clusters Score -1069900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Entering Unmasked Estep 
Score: -2340103.000000 Penalty: 2463.359375
	Iteration 0F: 2 clusters Score -2340103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2325568.750000 Penalty: 4926.718750
	Iteration 0F: 3 clusters Score -2325569 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2330408.000000 Penalty: 4926.718750
	Iteration 1F: 3 clusters Score -2330408 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2330775.500000 Penalty: 4926.718750
	Iteration 2Q: 3 clusters Score -2330776 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2331061.000000 Penalty: 4926.718750
	Iteration 3Q: 3 clusters Score -2331061 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2331348.250000 Penalty: 4926.718750
	Iteration 4Q: 3 clusters Score -2331348 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2331655.250000 Penalty: 4926.718750
	Iteration 5Q: 3 clusters Score -2331655 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -2331993.250000 Penalty: 4926.718750
	Iteration 6Q: 3 clusters Score -2331993 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2332395.500000 Penalty: 4926.718750
	Iteration 7Q: 3 clusters Score -2332396 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2332928.500000 Penalty: 4926.718750
	Iteration 8Q: 3 clusters Score -2332928 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2333614.000000 Penalty: 4926.718750
	Iteration 9Q: 3 clusters Score -2333614 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2334356.000000 Penalty: 4926.718750
	Iteration 10F: 3 clusters Score -2334356 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2335047.750000 Penalty: 4926.718750
	Iteration 11F: 3 clusters Score -2335048 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2335523.000000 Penalty: 4926.718750
	Iteration 12Q: 3 clusters Score -2335523 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2335784.250000 Penalty: 4926.718750
	Iteration 13Q: 3 clusters Score -2335784 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2335938.750000 Penalty: 4926.718750
	Iteration 14Q: 3 clusters Score -2335939 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2336043.250000 Penalty: 4926.718750
	Iteration 15Q: 3 clusters Score -2336043 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2336129.500000 Penalty: 4926.718750
	Iteration 16Q: 3 clusters Score -2336130 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2336201.000000 Penalty: 4926.718750
	Iteration 17Q: 3 clusters Score -2336201 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2336271.000000 Penalty: 4926.718750
	Iteration 18Q: 3 clusters Score -2336271 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2336315.750000 Penalty: 4926.718750
	Iteration 19Q: 3 clusters Score -2336316 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2336376.750000 Penalty: 4926.718750
	Iteration 20F: 3 clusters Score -2336377 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2336429.500000 Penalty: 4926.718750
	Iteration 21Q: 3 clusters Score -2336430 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2336478.000000 Penalty: 4926.718750
	Iteration 22Q: 3 clusters Score -2336478 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2336507.000000 Penalty: 4926.718750
	Iteration 23Q: 3 clusters Score -2336507 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -2336544.250000 Penalty: 4926.718750
	Iteration 24Q: 3 clusters Score -2336544 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -2336587.000000 Penalty: 4926.718750
	Iteration 25Q: 3 clusters Score -2336587 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2336631.000000 Penalty: 4926.718750
	Iteration 26Q: 3 clusters Score -2336631 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2336668.250000 Penalty: 4926.718750
	Iteration 27Q: 3 clusters Score -2336668 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2336705.500000 Penalty: 4926.718750
	Iteration 28Q: 3 clusters Score -2336706 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2336742.250000 Penalty: 4926.718750
	Iteration 29Q: 3 clusters Score -2336742 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2336778.000000 Penalty: 4926.718750
	Iteration 30Q: 3 clusters Score -2336778 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2336813.500000 Penalty: 4926.718750
	Iteration 31Q: 3 clusters Score -2336814 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2336849.500000 Penalty: 4926.718750
	Iteration 32Q: 3 clusters Score -2336850 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2336866.500000 Penalty: 4926.718750
	Iteration 33Q: 3 clusters Score -2336866 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2336899.000000 Penalty: 4926.718750
	Iteration 34Q: 3 clusters Score -2336899 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2336931.000000 Penalty: 4926.718750
	Iteration 35Q: 3 clusters Score -2336931 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2336963.500000 Penalty: 4926.718750
	Iteration 36Q: 3 clusters Score -2336964 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2336986.250000 Penalty: 4926.718750
	Iteration 37Q: 3 clusters Score -2336986 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -2337010.250000 Penalty: 4926.718750
	Iteration 38Q: 3 clusters Score -2337010 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2337029.250000 Penalty: 4926.718750
	Iteration 39Q: 3 clusters Score -2337029 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2337056.500000 Penalty: 4926.718750
	Iteration 40F: 3 clusters Score -2337056 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2337075.750000 Penalty: 4926.718750
	Iteration 41Q: 3 clusters Score -2337076 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2337090.500000 Penalty: 4926.718750
	Iteration 42Q: 3 clusters Score -2337090 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2337109.750000 Penalty: 4926.718750
	Iteration 43Q: 3 clusters Score -2337110 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2337127.750000 Penalty: 4926.718750
	Iteration 44Q: 3 clusters Score -2337128 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2337147.000000 Penalty: 4926.718750
	Iteration 45Q: 3 clusters Score -2337147 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2337158.750000 Penalty: 4926.718750
	Iteration 46Q: 3 clusters Score -2337159 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2337174.500000 Penalty: 4926.718750
	Iteration 47Q: 3 clusters Score -2337174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -2337175.750000 Penalty: 4926.718750
	Iteration 48Q: 3 clusters Score -2337176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2337189.750000 Penalty: 4926.718750
	Iteration 49Q: 3 clusters Score -2337190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2337199.750000 Penalty: 4926.718750
	Iteration 50Q: 3 clusters Score -2337200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2337208.750000 Penalty: 4926.718750
	Iteration 51Q: 3 clusters Score -2337209 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2337211.000000 Penalty: 4926.718750
	Iteration 52Q: 3 clusters Score -2337211 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2337216.750000 Penalty: 4926.718750
	Iteration 53Q: 3 clusters Score -2337217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2337230.000000 Penalty: 4926.718750
	Iteration 54Q: 3 clusters Score -2337230 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2337242.000000 Penalty: 4926.718750
	Iteration 55Q: 3 clusters Score -2337242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2337253.500000 Penalty: 4926.718750
	Iteration 56Q: 3 clusters Score -2337254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2337264.000000 Penalty: 4926.718750
	Iteration 57Q: 3 clusters Score -2337264 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2337281.500000 Penalty: 4926.718750
	Iteration 58Q: 3 clusters Score -2337282 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2337292.750000 Penalty: 4926.718750
	Iteration 59Q: 3 clusters Score -2337293 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -2337304.750000 Penalty: 4926.718750
	Iteration 60F: 3 clusters Score -2337305 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -2337315.250000 Penalty: 4926.718750
	Iteration 61Q: 3 clusters Score -2337315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2337320.500000 Penalty: 4926.718750
	Iteration 62Q: 3 clusters Score -2337320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2337330.250000 Penalty: 4926.718750
	Iteration 63Q: 3 clusters Score -2337330 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2337338.250000 Penalty: 4926.718750
	Iteration 64Q: 3 clusters Score -2337338 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2337356.500000 Penalty: 4926.718750
	Iteration 65Q: 3 clusters Score -2337356 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2337377.500000 Penalty: 4926.718750
	Iteration 66Q: 3 clusters Score -2337378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2337387.750000 Penalty: 4926.718750
	Iteration 67Q: 3 clusters Score -2337388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2337409.750000 Penalty: 4926.718750
	Iteration 68Q: 3 clusters Score -2337410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2337426.000000 Penalty: 4926.718750
	Iteration 69Q: 3 clusters Score -2337426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2337453.500000 Penalty: 4926.718750
	Iteration 70Q: 3 clusters Score -2337454 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2337462.250000 Penalty: 4926.718750
	Iteration 71Q: 3 clusters Score -2337462 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2337480.500000 Penalty: 4926.718750
	Iteration 72Q: 3 clusters Score -2337480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2337495.250000 Penalty: 4926.718750
	Iteration 73Q: 3 clusters Score -2337495 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2337495.000000 Penalty: 4926.718750
	Iteration 74Q: 3 clusters Score -2337495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2337508.000000 Penalty: 4926.718750
	Iteration 75Q: 3 clusters Score -2337508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2337524.000000 Penalty: 4926.718750
	Iteration 76Q: 3 clusters Score -2337524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2337538.750000 Penalty: 4926.718750
	Iteration 77Q: 3 clusters Score -2337539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2337548.000000 Penalty: 4926.718750
	Iteration 78Q: 3 clusters Score -2337548 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2337555.250000 Penalty: 4926.718750
	Iteration 79Q: 3 clusters Score -2337555 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2337558.750000 Penalty: 4926.718750
	Iteration 80F: 3 clusters Score -2337559 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2337574.250000 Penalty: 4926.718750
	Iteration 81Q: 3 clusters Score -2337574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2337581.750000 Penalty: 4926.718750
	Iteration 82Q: 3 clusters Score -2337582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2337585.250000 Penalty: 4926.718750
	Iteration 83Q: 3 clusters Score -2337585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2337596.000000 Penalty: 4926.718750
	Iteration 84Q: 3 clusters Score -2337596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2337610.000000 Penalty: 4926.718750
	Iteration 85Q: 3 clusters Score -2337610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2337607.000000 Penalty: 4926.718750
	Iteration 86Q: 3 clusters Score -2337607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2337613.000000 Penalty: 4926.718750
	Iteration 87Q: 3 clusters Score -2337613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -2337617.250000 Penalty: 4926.718750
	Iteration 88Q: 3 clusters Score -2337617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2337627.250000 Penalty: 4926.718750
	Iteration 89Q: 3 clusters Score -2337627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2337623.500000 Penalty: 4926.718750
	Iteration 90Q: 3 clusters Score -2337624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2337629.500000 Penalty: 4926.718750
	Iteration 91Q: 3 clusters Score -2337630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2337632.750000 Penalty: 4926.718750
	Iteration 92Q: 3 clusters Score -2337633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2337634.250000 Penalty: 4926.718750
	Iteration 93Q: 3 clusters Score -2337634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2337638.750000 Penalty: 4926.718750
	Iteration 94Q: 3 clusters Score -2337639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2337643.500000 Penalty: 4926.718750
	Iteration 95Q: 3 clusters Score -2337644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2337642.500000 Penalty: 4926.718750
	Iteration 96Q: 3 clusters Score -2337642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2337642.250000 Penalty: 4926.718750
	Iteration 97Q: 3 clusters Score -2337642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2337646.500000 Penalty: 4926.718750
	Iteration 98Q: 3 clusters Score -2337646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2337645.750000 Penalty: 4926.718750
	Iteration 99Q: 3 clusters Score -2337646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2337649.000000 Penalty: 4926.718750
	Iteration 100F: 3 clusters Score -2337649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2337654.250000 Penalty: 4926.718750
	Iteration 101Q: 3 clusters Score -2337654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2337662.500000 Penalty: 4926.718750
	Iteration 102Q: 3 clusters Score -2337662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2337669.250000 Penalty: 4926.718750
	Iteration 103Q: 3 clusters Score -2337669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2337667.000000 Penalty: 4926.718750
	Iteration 104Q: 3 clusters Score -2337667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2337665.250000 Penalty: 4926.718750
	Iteration 105Q: 3 clusters Score -2337665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2337668.500000 Penalty: 4926.718750
	Iteration 106Q: 3 clusters Score -2337668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2337668.750000 Penalty: 4926.718750
	Iteration 107Q: 3 clusters Score -2337669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2337676.000000 Penalty: 4926.718750
	Iteration 108Q: 3 clusters Score -2337676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2337676.750000 Penalty: 4926.718750
	Iteration 109Q: 3 clusters Score -2337677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2337681.500000 Penalty: 4926.718750
	Iteration 110Q: 3 clusters Score -2337682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2337684.750000 Penalty: 4926.718750
	Iteration 111Q: 3 clusters Score -2337685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2337693.750000 Penalty: 4926.718750
	Iteration 112Q: 3 clusters Score -2337694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2337705.500000 Penalty: 4926.718750
	Iteration 113Q: 3 clusters Score -2337706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2337706.000000 Penalty: 4926.718750
	Iteration 114Q: 3 clusters Score -2337706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2337712.000000 Penalty: 4926.718750
	Iteration 115Q: 3 clusters Score -2337712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2337712.750000 Penalty: 4926.718750
	Iteration 116Q: 3 clusters Score -2337713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2337723.250000 Penalty: 4926.718750
	Iteration 117Q: 3 clusters Score -2337723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2337732.250000 Penalty: 4926.718750
	Iteration 118Q: 3 clusters Score -2337732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2337742.750000 Penalty: 4926.718750
	Iteration 119Q: 3 clusters Score -2337743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2337750.250000 Penalty: 4926.718750
	Iteration 120F: 3 clusters Score -2337750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2337763.000000 Penalty: 4926.718750
	Iteration 121Q: 3 clusters Score -2337763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2337768.000000 Penalty: 4926.718750
	Iteration 122Q: 3 clusters Score -2337768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2337783.500000 Penalty: 4926.718750
	Iteration 123Q: 3 clusters Score -2337784 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -2337801.250000 Penalty: 4926.718750
	Iteration 124Q: 3 clusters Score -2337801 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2337820.000000 Penalty: 4926.718750
	Iteration 125Q: 3 clusters Score -2337820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2337856.750000 Penalty: 4926.718750
	Iteration 126Q: 3 clusters Score -2337857 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2337878.000000 Penalty: 4926.718750
	Iteration 127Q: 3 clusters Score -2337878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2337919.000000 Penalty: 4926.718750
	Iteration 128Q: 3 clusters Score -2337919 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2337935.250000 Penalty: 4926.718750
	Iteration 129Q: 3 clusters Score -2337935 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2337959.250000 Penalty: 4926.718750
	Iteration 130Q: 3 clusters Score -2337959 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2337981.750000 Penalty: 4926.718750
	Iteration 131Q: 3 clusters Score -2337982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2337996.250000 Penalty: 4926.718750
	Iteration 132Q: 3 clusters Score -2337996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2338016.250000 Penalty: 4926.718750
	Iteration 133Q: 3 clusters Score -2338016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2338024.750000 Penalty: 4926.718750
	Iteration 134Q: 3 clusters Score -2338025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2338030.000000 Penalty: 4926.718750
	Iteration 135Q: 3 clusters Score -2338030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2338039.500000 Penalty: 4926.718750
	Iteration 136Q: 3 clusters Score -2338040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -2338043.500000 Penalty: 4926.718750
	Iteration 137Q: 3 clusters Score -2338044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2338047.250000 Penalty: 4926.718750
	Iteration 138Q: 3 clusters Score -2338047 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2338056.500000 Penalty: 4926.718750
	Iteration 139Q: 3 clusters Score -2338056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2338054.750000 Penalty: 4926.718750
	Iteration 140F: 3 clusters Score -2338055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2338065.750000 Penalty: 4926.718750
	Iteration 141Q: 3 clusters Score -2338066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -2338066.500000 Penalty: 4926.718750
	Iteration 142Q: 3 clusters Score -2338066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2338064.250000 Penalty: 4926.718750
	Iteration 143Q: 3 clusters Score -2338064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2338070.750000 Penalty: 4926.718750
	Iteration 144Q: 3 clusters Score -2338071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2338072.250000 Penalty: 4926.718750
	Iteration 145Q: 3 clusters Score -2338072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -2338078.500000 Penalty: 4926.718750
	Iteration 146Q: 3 clusters Score -2338078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2338084.000000 Penalty: 4926.718750
	Iteration 147Q: 3 clusters Score -2338084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2338084.750000 Penalty: 4926.718750
	Iteration 148Q: 3 clusters Score -2338085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2338091.000000 Penalty: 4926.718750
	Iteration 149Q: 3 clusters Score -2338091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2338098.500000 Penalty: 4926.718750
	Iteration 150Q: 3 clusters Score -2338098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2338099.500000 Penalty: 4926.718750
	Iteration 151Q: 3 clusters Score -2338100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2338103.250000 Penalty: 4926.718750
	Iteration 152Q: 3 clusters Score -2338103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2338106.250000 Penalty: 4926.718750
	Iteration 153Q: 3 clusters Score -2338106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2338110.500000 Penalty: 4926.718750
	Iteration 154Q: 3 clusters Score -2338110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2338115.500000 Penalty: 4926.718750
	Iteration 155Q: 3 clusters Score -2338116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -2338117.750000 Penalty: 4926.718750
	Iteration 156Q: 3 clusters Score -2338118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2338120.000000 Penalty: 4926.718750
	Iteration 157Q: 3 clusters Score -2338120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2338123.000000 Penalty: 4926.718750
	Iteration 158Q: 3 clusters Score -2338123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2338124.500000 Penalty: 4926.718750
	Iteration 159Q: 3 clusters Score -2338124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2338123.000000 Penalty: 4926.718750
	Iteration 160F: 3 clusters Score -2338123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -2338123.500000 Penalty: 4926.718750
	Iteration 161Q: 3 clusters Score -2338124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -2338123.250000 Penalty: 4926.718750
	Iteration 162Q: 3 clusters Score -2338123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2338121.250000 Penalty: 4926.718750
	Iteration 163Q: 3 clusters Score -2338121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2338122.500000 Penalty: 4926.718750
	Iteration 164Q: 3 clusters Score -2338122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -2338124.500000 Penalty: 4926.718750
	Iteration 165Q: 3 clusters Score -2338124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2338125.250000 Penalty: 4926.718750
	Iteration 166Q: 3 clusters Score -2338125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2338125.250000 Penalty: 4926.718750
	Iteration 167F: 3 clusters Score -2338125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -52415.703125 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -52415.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50868.832031 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -50868.83 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51087.710938 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -51087.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51139.371094 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -51139.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51196.199219 Penalty: 3141.306641
	Iteration 3Q: 3 clusters Score -51196.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -51240.832031 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -51240.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -51271.078125 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -51271.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51279.414062 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -51279.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51282.265625 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -51282.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51283.464844 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -51283.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51285.113281 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -51285.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51287.746094 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -51287.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51287.746094 Penalty: 3141.306641
	Iteration 11F: 3 clusters Score -51287.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Entering Unmasked Estep 
Score: -5766583.000000 Penalty: 2690.808838
	Iteration 0F: 2 clusters Score -5766583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -5731938.500000 Penalty: 5381.617676
	Iteration 0F: 3 clusters Score -5731938 nChanged 23752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -5744852.000000 Penalty: 5381.617676
	Iteration 1F: 3 clusters Score -5744852 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -5745385.000000 Penalty: 5381.617676
	Iteration 2Q: 3 clusters Score -5745385 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -5745858.000000 Penalty: 5381.617676
	Iteration 3Q: 3 clusters Score -5745858 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -5746356.000000 Penalty: 5381.617676
	Iteration 4Q: 3 clusters Score -5746356 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -5746920.500000 Penalty: 5381.617676
	Iteration 5Q: 3 clusters Score -5746920 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -5747470.000000 Penalty: 5381.617676
	Iteration 6Q: 3 clusters Score -5747470 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -5748385.500000 Penalty: 5381.617676
	Iteration 7Q: 3 clusters Score -5748386 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -5749604.500000 Penalty: 5381.617676
	Iteration 8Q: 3 clusters Score -5749604 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -5751497.500000 Penalty: 5381.617676
	Iteration 9F: 3 clusters Score -5751498 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -5753838.000000 Penalty: 5381.617676
	Iteration 10F: 3 clusters Score -5753838 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -5756395.500000 Penalty: 5381.617676
	Iteration 11F: 3 clusters Score -5756396 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -5758713.000000 Penalty: 5381.617676
	Iteration 12F: 3 clusters Score -5758713 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -5760459.000000 Penalty: 5381.617676
	Iteration 13Q: 3 clusters Score -5760459 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -5761628.500000 Penalty: 5381.617676
	Iteration 14Q: 3 clusters Score -5761628 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -5762301.500000 Penalty: 5381.617676
	Iteration 15Q: 3 clusters Score -5762302 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -5762693.500000 Penalty: 5381.617676
	Iteration 16Q: 3 clusters Score -5762694 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -5763039.500000 Penalty: 5381.617676
	Iteration 17Q: 3 clusters Score -5763040 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -5763291.000000 Penalty: 5381.617676
	Iteration 18Q: 3 clusters Score -5763291 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -5763552.500000 Penalty: 5381.617676
	Iteration 19Q: 3 clusters Score -5763552 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -5763729.500000 Penalty: 5381.617676
	Iteration 20F: 3 clusters Score -5763730 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -5763869.000000 Penalty: 5381.617676
	Iteration 21Q: 3 clusters Score -5763869 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -5763992.500000 Penalty: 5381.617676
	Iteration 22Q: 3 clusters Score -5763992 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -5764107.500000 Penalty: 5381.617676
	Iteration 23Q: 3 clusters Score -5764108 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -5764198.500000 Penalty: 5381.617676
	Iteration 24Q: 3 clusters Score -5764198 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -5764270.000000 Penalty: 5381.617676
	Iteration 25Q: 3 clusters Score -5764270 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -5764309.000000 Penalty: 5381.617676
	Iteration 26Q: 3 clusters Score -5764309 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -5764341.500000 Penalty: 5381.617676
	Iteration 27Q: 3 clusters Score -5764342 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -5764355.500000 Penalty: 5381.617676
	Iteration 28Q: 3 clusters Score -5764356 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -5764388.000000 Penalty: 5381.617676
	Iteration 29Q: 3 clusters Score -5764388 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5764406.500000 Penalty: 5381.617676
	Iteration 30Q: 3 clusters Score -5764406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -5764427.000000 Penalty: 5381.617676
	Iteration 31Q: 3 clusters Score -5764427 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -5764457.000000 Penalty: 5381.617676
	Iteration 32Q: 3 clusters Score -5764457 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5764465.000000 Penalty: 5381.617676
	Iteration 33Q: 3 clusters Score -5764465 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5764476.000000 Penalty: 5381.617676
	Iteration 34Q: 3 clusters Score -5764476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5764496.500000 Penalty: 5381.617676
	Iteration 35Q: 3 clusters Score -5764496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5764492.500000 Penalty: 5381.617676
	Iteration 36Q: 3 clusters Score -5764492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -5764498.000000 Penalty: 5381.617676
	Iteration 37Q: 3 clusters Score -5764498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5764489.500000 Penalty: 5381.617676
	Iteration 38Q: 3 clusters Score -5764490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -5764496.500000 Penalty: 5381.617676
	Iteration 39Q: 3 clusters Score -5764496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -5764502.500000 Penalty: 5381.617676
	Iteration 40F: 3 clusters Score -5764502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -5764506.000000 Penalty: 5381.617676
	Iteration 41Q: 3 clusters Score -5764506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5764506.500000 Penalty: 5381.617676
	Iteration 42Q: 3 clusters Score -5764506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5764509.000000 Penalty: 5381.617676
	Iteration 43Q: 3 clusters Score -5764509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -5764510.000000 Penalty: 5381.617676
	Iteration 44Q: 3 clusters Score -5764510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5764519.000000 Penalty: 5381.617676
	Iteration 45Q: 3 clusters Score -5764519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -5764521.000000 Penalty: 5381.617676
	Iteration 46Q: 3 clusters Score -5764521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5764523.000000 Penalty: 5381.617676
	Iteration 47Q: 3 clusters Score -5764523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5764518.500000 Penalty: 5381.617676
	Iteration 48Q: 3 clusters Score -5764518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -5764525.000000 Penalty: 5381.617676
	Iteration 49Q: 3 clusters Score -5764525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5764525.000000 Penalty: 5381.617676
	Iteration 50Q: 3 clusters Score -5764525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5764525.000000 Penalty: 5381.617676
	Iteration 51Q: 3 clusters Score -5764525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5764525.500000 Penalty: 5381.617676
	Iteration 52Q: 3 clusters Score -5764526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5764526.000000 Penalty: 5381.617676
	Iteration 53Q: 3 clusters Score -5764526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5764526.500000 Penalty: 5381.617676
	Iteration 54Q: 3 clusters Score -5764526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5764523.000000 Penalty: 5381.617676
	Iteration 55Q: 3 clusters Score -5764523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5764522.500000 Penalty: 5381.617676
	Iteration 56Q: 3 clusters Score -5764522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -5764522.500000 Penalty: 5381.617676
	Iteration 57Q: 3 clusters Score -5764522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5764521.500000 Penalty: 5381.617676
	Iteration 58Q: 3 clusters Score -5764522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5764512.500000 Penalty: 5381.617676
	Iteration 59Q: 3 clusters Score -5764512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -5764519.500000 Penalty: 5381.617676
	Iteration 60F: 3 clusters Score -5764520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5764522.500000 Penalty: 5381.617676
	Iteration 61Q: 3 clusters Score -5764522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5764520.500000 Penalty: 5381.617676
	Iteration 62Q: 3 clusters Score -5764520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -5764520.500000 Penalty: 5381.617676
	Iteration 63F: 3 clusters Score -5764520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Entering Unmasked Estep 
Score: -1771934.375000 Penalty: 2397.213135
	Iteration 0F: 2 clusters Score -1771934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1760623.375000 Penalty: 4794.426270
	Iteration 0F: 3 clusters Score -1760623 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1764287.625000 Penalty: 4794.426270
	Iteration 1F: 3 clusters Score -1764288 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1765058.000000 Penalty: 4794.426270
	Iteration 2F: 3 clusters Score -1765058 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1766130.750000 Penalty: 4794.426270
	Iteration 3F: 3 clusters Score -1766131 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1767351.625000 Penalty: 4794.426270
	Iteration 4F: 3 clusters Score -1767352 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1768552.250000 Penalty: 4794.426270
	Iteration 5F: 3 clusters Score -1768552 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1769478.500000 Penalty: 4794.426270
	Iteration 6F: 3 clusters Score -1769478 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1770080.750000 Penalty: 4794.426270
	Iteration 7Q: 3 clusters Score -1770081 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1770545.000000 Penalty: 4794.426270
	Iteration 8Q: 3 clusters Score -1770545 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1771012.750000 Penalty: 4794.426270
	Iteration 9Q: 3 clusters Score -1771013 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1771441.500000 Penalty: 4794.426270
	Iteration 10Q: 3 clusters Score -1771442 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1771637.250000 Penalty: 4794.426270
	Iteration 11Q: 3 clusters Score -1771637 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1771708.250000 Penalty: 4794.426270
	Iteration 12Q: 3 clusters Score -1771708 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1771739.500000 Penalty: 4794.426270
	Iteration 13Q: 3 clusters Score -1771740 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1771760.250000 Penalty: 4794.426270
	Iteration 14Q: 3 clusters Score -1771760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1771780.375000 Penalty: 4794.426270
	Iteration 15Q: 3 clusters Score -1771780 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1771784.750000 Penalty: 4794.426270
	Iteration 16Q: 3 clusters Score -1771785 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1771786.250000 Penalty: 4794.426270
	Iteration 17Q: 3 clusters Score -1771786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1771798.875000 Penalty: 4794.426270
	Iteration 18Q: 3 clusters Score -1771799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1771806.000000 Penalty: 4794.426270
	Iteration 19Q: 3 clusters Score -1771806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1771808.250000 Penalty: 4794.426270
	Iteration 20F: 3 clusters Score -1771808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1771806.875000 Penalty: 4794.426270
	Iteration 21Q: 3 clusters Score -1771807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1771806.625000 Penalty: 4794.426270
	Iteration 22Q: 3 clusters Score -1771807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1771811.375000 Penalty: 4794.426270
	Iteration 23Q: 3 clusters Score -1771811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1771812.875000 Penalty: 4794.426270
	Iteration 24Q: 3 clusters Score -1771813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1771806.750000 Penalty: 4794.426270
	Iteration 25Q: 3 clusters Score -1771807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1771809.000000 Penalty: 4794.426270
	Iteration 26Q: 3 clusters Score -1771809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1771813.000000 Penalty: 4794.426270
	Iteration 27Q: 3 clusters Score -1771813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1771811.125000 Penalty: 4794.426270
	Iteration 28Q: 3 clusters Score -1771811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1771811.125000 Penalty: 4794.426270
	Iteration 29F: 3 clusters Score -1771811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -121020.445312 Penalty: 1749.931396
	Iteration 0F: 2 clusters Score -121020.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118946.921875 Penalty: 3499.862793
	Iteration 0F: 3 clusters Score -118946.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -119250.265625 Penalty: 3499.862793
	Iteration 1F: 3 clusters Score -119250.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -119345.523438 Penalty: 3499.862793
	Iteration 2F: 3 clusters Score -119345.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -119393.289062 Penalty: 3499.862793
	Iteration 3Q: 3 clusters Score -119393.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -119435.882812 Penalty: 3499.862793
	Iteration 4Q: 3 clusters Score -119435.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -119454.968750 Penalty: 3499.862793
	Iteration 5Q: 3 clusters Score -119455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -119467.796875 Penalty: 3499.862793
	Iteration 6Q: 3 clusters Score -119467.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -119479.726562 Penalty: 3499.862793
	Iteration 7Q: 3 clusters Score -119479.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -119488.296875 Penalty: 3499.862793
	Iteration 8Q: 3 clusters Score -119488.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -119498.234375 Penalty: 3499.862793
	Iteration 9Q: 3 clusters Score -119498.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -119505.695312 Penalty: 3499.862793
	Iteration 10Q: 3 clusters Score -119505.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -119515.648438 Penalty: 3499.862793
	Iteration 11Q: 3 clusters Score -119515.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -119525.421875 Penalty: 3499.862793
	Iteration 12Q: 3 clusters Score -119525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -119529.445312 Penalty: 3499.862793
	Iteration 13Q: 3 clusters Score -119529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -119532.335938 Penalty: 3499.862793
	Iteration 14Q: 3 clusters Score -119532.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -119535.953125 Penalty: 3499.862793
	Iteration 15Q: 3 clusters Score -119536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -119537.562500 Penalty: 3499.862793
	Iteration 16Q: 3 clusters Score -119537.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -119539.906250 Penalty: 3499.862793
	Iteration 17Q: 3 clusters Score -119539.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119540.492188 Penalty: 3499.862793
	Iteration 18Q: 3 clusters Score -119540.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -119540.492188 Penalty: 3499.862793
	Iteration 19F: 3 clusters Score -119540.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (324851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324851 members 
Entering Unmasked Estep 
Score: -35862900.000000 Penalty: 3147.398193
	Iteration 0F: 2 clusters Score -3.58629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162407 members 
Mstep: Class 2 contains 162444 members 
Entering Unmasked Estep 
Score: -35681352.000000 Penalty: 6294.796387
	Iteration 0F: 3 clusters Score -3.568135e+07 nChanged 157992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163157 members 
Mstep: Class 2 contains 161694 members 
Entering Unmasked Estep 
Score: -35775420.000000 Penalty: 6294.796387
	Iteration 1F: 3 clusters Score -3.577542e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162315 members 
Mstep: Class 2 contains 162536 members 
Entering Unmasked Estep 
Score: -35776748.000000 Penalty: 6294.796387
	Iteration 2Q: 3 clusters Score -3.577675e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160853 members 
Mstep: Class 2 contains 163998 members 
Entering Unmasked Estep 
Score: -35778264.000000 Penalty: 6294.796387
	Iteration 3Q: 3 clusters Score -3.577826e+07 nChanged 9528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158129 members 
Mstep: Class 2 contains 166722 members 
Entering Unmasked Estep 
Score: -35780416.000000 Penalty: 6294.796387
	Iteration 4Q: 3 clusters Score -3.578042e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154023 members 
Mstep: Class 2 contains 170828 members 
Entering Unmasked Estep 
Score: -35784112.000000 Penalty: 6294.796387
	Iteration 5Q: 3 clusters Score -3.578411e+07 nChanged 13562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147999 members 
Mstep: Class 2 contains 176852 members 
Entering Unmasked Estep 
Score: -35789824.000000 Penalty: 6294.796387
	Iteration 6Q: 3 clusters Score -3.578982e+07 nChanged 16641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139798 members 
Mstep: Class 2 contains 185053 members 
Entering Unmasked Estep 
Score: -35798440.000000 Penalty: 6294.796387
	Iteration 7F: 3 clusters Score -3.579844e+07 nChanged 19420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129876 members 
Mstep: Class 2 contains 194975 members 
Entering Unmasked Estep 
Score: -35811368.000000 Penalty: 6294.796387
	Iteration 8F: 3 clusters Score -3.581137e+07 nChanged 20932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120002 members 
Mstep: Class 2 contains 204849 members 
Entering Unmasked Estep 
Score: -35826512.000000 Penalty: 6294.796387
	Iteration 9F: 3 clusters Score -3.582651e+07 nChanged 18763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111889 members 
Mstep: Class 2 contains 212962 members 
Entering Unmasked Estep 
Score: -35838152.000000 Penalty: 6294.796387
	Iteration 10F: 3 clusters Score -3.583815e+07 nChanged 13466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105351 members 
Mstep: Class 2 contains 219500 members 
Entering Unmasked Estep 
Score: -35842928.000000 Penalty: 6294.796387
	Iteration 11Q: 3 clusters Score -3.584293e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98988 members 
Mstep: Class 2 contains 225863 members 
Entering Unmasked Estep 
Score: -35845060.000000 Penalty: 6294.796387
	Iteration 12Q: 3 clusters Score -3.584506e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92559 members 
Mstep: Class 2 contains 232292 members 
Entering Unmasked Estep 
Score: -35846688.000000 Penalty: 6294.796387
	Iteration 13Q: 3 clusters Score -3.584669e+07 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85958 members 
Mstep: Class 2 contains 238893 members 
Entering Unmasked Estep 
Score: -35848564.000000 Penalty: 6294.796387
	Iteration 14Q: 3 clusters Score -3.584856e+07 nChanged 6804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79308 members 
Mstep: Class 2 contains 245543 members 
Entering Unmasked Estep 
Score: -35850572.000000 Penalty: 6294.796387
	Iteration 15Q: 3 clusters Score -3.585057e+07 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 252332 members 
Entering Unmasked Estep 
Score: -35852632.000000 Penalty: 6294.796387
	Iteration 16Q: 3 clusters Score -3.585263e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 259086 members 
Entering Unmasked Estep 
Score: -35854720.000000 Penalty: 6294.796387
	Iteration 17Q: 3 clusters Score -3.585472e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59111 members 
Mstep: Class 2 contains 265740 members 
Entering Unmasked Estep 
Score: -35857132.000000 Penalty: 6294.796387
	Iteration 18Q: 3 clusters Score -3.585713e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 272304 members 
Entering Unmasked Estep 
Score: -35859576.000000 Penalty: 6294.796387
	Iteration 19Q: 3 clusters Score -3.585958e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 278522 members 
Entering Unmasked Estep 
Score: -35862196.000000 Penalty: 6294.796387
	Iteration 20F: 3 clusters Score -3.58622e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 284414 members 
Entering Unmasked Estep 
Score: -35865032.000000 Penalty: 6294.796387
	Iteration 21Q: 3 clusters Score -3.586503e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 290017 members 
Entering Unmasked Estep 
Score: -35867464.000000 Penalty: 6294.796387
	Iteration 22Q: 3 clusters Score -3.586746e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 295234 members 
Entering Unmasked Estep 
Score: -35869188.000000 Penalty: 6294.796387
	Iteration 23Q: 3 clusters Score -3.586919e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 300145 members 
Entering Unmasked Estep 
Score: -35871104.000000 Penalty: 6294.796387
	Iteration 24Q: 3 clusters Score -3.58711e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 304803 members 
Entering Unmasked Estep 
Score: -35871404.000000 Penalty: 6294.796387
	Iteration 25Q: 3 clusters Score -3.58714e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 309009 members 
Entering Unmasked Estep 
Score: -35870368.000000 Penalty: 6294.796387
	Iteration 26Q: 3 clusters Score -3.587037e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 312590 members 
Entering Unmasked Estep 
Score: -35868724.000000 Penalty: 6294.796387
	Iteration 27Q: 3 clusters Score -3.586872e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 315566 members 
Entering Unmasked Estep 
Score: -35867544.000000 Penalty: 6294.796387
	Iteration 28Q: 3 clusters Score -3.586754e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 318035 members 
Entering Unmasked Estep 
Score: -35865836.000000 Penalty: 6294.796387
	Iteration 29Q: 3 clusters Score -3.586584e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 319957 members 
Entering Unmasked Estep 
Score: -35864360.000000 Penalty: 6294.796387
	Iteration 30Q: 3 clusters Score -3.586436e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 321422 members 
Entering Unmasked Estep 
Score: -35863144.000000 Penalty: 6294.796387
	Iteration 31Q: 3 clusters Score -3.586314e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 322452 members 
Entering Unmasked Estep 
Score: -35862452.000000 Penalty: 6294.796387
	Iteration 32Q: 3 clusters Score -3.586245e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 323153 members 
Entering Unmasked Estep 
Score: -35861960.000000 Penalty: 6294.796387
	Iteration 33Q: 3 clusters Score -3.586196e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 323568 members 
Entering Unmasked Estep 
Score: -35861564.000000 Penalty: 6294.796387
	Iteration 34Q: 3 clusters Score -3.586156e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 323826 members 
Entering Unmasked Estep 
Score: -35861316.000000 Penalty: 6294.796387
	Iteration 35Q: 3 clusters Score -3.586132e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 323999 members 
Entering Unmasked Estep 
Score: -35861164.000000 Penalty: 6294.796387
	Iteration 36Q: 3 clusters Score -3.586116e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 324113 members 
Entering Unmasked Estep 
Score: -35861080.000000 Penalty: 6294.796387
	Iteration 37Q: 3 clusters Score -3.586108e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 324185 members 
Entering Unmasked Estep 
Score: -35860996.000000 Penalty: 6294.796387
	Iteration 38Q: 3 clusters Score -3.5861e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 324244 members 
Entering Unmasked Estep 
Score: -35860956.000000 Penalty: 6294.796387
	Iteration 39Q: 3 clusters Score -3.586096e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 324277 members 
Entering Unmasked Estep 
Score: -35860916.000000 Penalty: 6294.796387
	Iteration 40F: 3 clusters Score -3.586092e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 324303 members 
Entering Unmasked Estep 
Score: -35860896.000000 Penalty: 6294.796387
	Iteration 41Q: 3 clusters Score -3.58609e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 324325 members 
Entering Unmasked Estep 
Score: -35860848.000000 Penalty: 6294.796387
	Iteration 42Q: 3 clusters Score -3.586085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 324339 members 
Entering Unmasked Estep 
Score: -35860836.000000 Penalty: 6294.796387
	Iteration 43Q: 3 clusters Score -3.586084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 324352 members 
Entering Unmasked Estep 
Score: -35860824.000000 Penalty: 6294.796387
	Iteration 44Q: 3 clusters Score -3.586082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 324358 members 
Entering Unmasked Estep 
Score: -35860828.000000 Penalty: 6294.796387
	Iteration 45Q: 3 clusters Score -3.586083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 324363 members 
Entering Unmasked Estep 
Score: -35860860.000000 Penalty: 6294.796387
	Iteration 46Q: 3 clusters Score -3.586086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 324375 members 
Entering Unmasked Estep 
Score: -35860836.000000 Penalty: 6294.796387
	Iteration 47Q: 3 clusters Score -3.586084e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 324384 members 
Entering Unmasked Estep 
Score: -35860832.000000 Penalty: 6294.796387
	Iteration 48Q: 3 clusters Score -3.586083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 324393 members 
Entering Unmasked Estep 
Score: -35860852.000000 Penalty: 6294.796387
	Iteration 49Q: 3 clusters Score -3.586085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 324398 members 
Entering Unmasked Estep 
Score: -35860872.000000 Penalty: 6294.796387
	Iteration 50Q: 3 clusters Score -3.586087e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 324403 members 
Entering Unmasked Estep 
Score: -35860848.000000 Penalty: 6294.796387
	Iteration 51Q: 3 clusters Score -3.586085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 324404 members 
Entering Unmasked Estep 
Score: -35860856.000000 Penalty: 6294.796387
	Iteration 52Q: 3 clusters Score -3.586086e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 324408 members 
Entering Unmasked Estep 
Score: -35860828.000000 Penalty: 6294.796387
	Iteration 53Q: 3 clusters Score -3.586083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 324411 members 
Entering Unmasked Estep 
Score: -35860864.000000 Penalty: 6294.796387
	Iteration 54Q: 3 clusters Score -3.586086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 324414 members 
Entering Unmasked Estep 
Score: -35860840.000000 Penalty: 6294.796387
	Iteration 55Q: 3 clusters Score -3.586084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 324417 members 
Entering Unmasked Estep 
Score: -35860832.000000 Penalty: 6294.796387
	Iteration 56Q: 3 clusters Score -3.586083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 324419 members 
Entering Unmasked Estep 
Score: -35860824.000000 Penalty: 6294.796387
	Iteration 57Q: 3 clusters Score -3.586082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 324421 members 
Entering Unmasked Estep 
Score: -35860808.000000 Penalty: 6294.796387
	Iteration 58Q: 3 clusters Score -3.586081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 324419 members 
Entering Unmasked Estep 
Score: -35860812.000000 Penalty: 6294.796387
	Iteration 59Q: 3 clusters Score -3.586081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 324419 members 
Entering Unmasked Estep 
Score: -35860812.000000 Penalty: 6294.796387
	Iteration 60F: 3 clusters Score -3.586081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Entering Unmasked Estep 
Score: -754982.625000 Penalty: 2190.626465
	Iteration 0F: 2 clusters Score -754982.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -749304.937500 Penalty: 4381.252930
	Iteration 0F: 3 clusters Score -749304.9 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -750741.687500 Penalty: 4381.252930
	Iteration 1F: 3 clusters Score -750741.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -750979.750000 Penalty: 4381.252930
	Iteration 2F: 3 clusters Score -750979.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -751116.687500 Penalty: 4381.252930
	Iteration 3Q: 3 clusters Score -751116.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -751197.437500 Penalty: 4381.252930
	Iteration 4Q: 3 clusters Score -751197.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -751259.937500 Penalty: 4381.252930
	Iteration 5Q: 3 clusters Score -751259.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -751300.437500 Penalty: 4381.252930
	Iteration 6Q: 3 clusters Score -751300.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -751331.750000 Penalty: 4381.252930
	Iteration 7Q: 3 clusters Score -751331.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -751364.812500 Penalty: 4381.252930
	Iteration 8Q: 3 clusters Score -751364.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -751401.875000 Penalty: 4381.252930
	Iteration 9Q: 3 clusters Score -751401.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -751433.000000 Penalty: 4381.252930
	Iteration 10Q: 3 clusters Score -751433 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -751455.187500 Penalty: 4381.252930
	Iteration 11Q: 3 clusters Score -751455.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -751473.625000 Penalty: 4381.252930
	Iteration 12Q: 3 clusters Score -751473.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -751484.000000 Penalty: 4381.252930
	Iteration 13Q: 3 clusters Score -751484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -751493.500000 Penalty: 4381.252930
	Iteration 14Q: 3 clusters Score -751493.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -751499.500000 Penalty: 4381.252930
	Iteration 15Q: 3 clusters Score -751499.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -751506.375000 Penalty: 4381.252930
	Iteration 16Q: 3 clusters Score -751506.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -751512.312500 Penalty: 4381.252930
	Iteration 17Q: 3 clusters Score -751512.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -751517.187500 Penalty: 4381.252930
	Iteration 18Q: 3 clusters Score -751517.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -751523.375000 Penalty: 4381.252930
	Iteration 19Q: 3 clusters Score -751523.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -751528.125000 Penalty: 4381.252930
	Iteration 20F: 3 clusters Score -751528.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -751533.437500 Penalty: 4381.252930
	Iteration 21Q: 3 clusters Score -751533.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -751536.187500 Penalty: 4381.252930
	Iteration 22Q: 3 clusters Score -751536.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -751540.250000 Penalty: 4381.252930
	Iteration 23Q: 3 clusters Score -751540.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -751545.500000 Penalty: 4381.252930
	Iteration 24Q: 3 clusters Score -751545.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -751546.875000 Penalty: 4381.252930
	Iteration 25Q: 3 clusters Score -751546.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -751553.125000 Penalty: 4381.252930
	Iteration 26Q: 3 clusters Score -751553.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -751551.812500 Penalty: 4381.252930
	Iteration 27Q: 3 clusters Score -751551.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -751552.375000 Penalty: 4381.252930
	Iteration 28Q: 3 clusters Score -751552.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -751556.875000 Penalty: 4381.252930
	Iteration 29Q: 3 clusters Score -751556.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -751556.312500 Penalty: 4381.252930
	Iteration 30Q: 3 clusters Score -751556.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -751554.562500 Penalty: 4381.252930
	Iteration 31Q: 3 clusters Score -751554.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -751556.125000 Penalty: 4381.252930
	Iteration 32Q: 3 clusters Score -751556.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -751558.500000 Penalty: 4381.252930
	Iteration 33Q: 3 clusters Score -751558.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -751559.937500 Penalty: 4381.252930
	Iteration 34Q: 3 clusters Score -751559.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -751561.250000 Penalty: 4381.252930
	Iteration 35Q: 3 clusters Score -751561.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -751560.937500 Penalty: 4381.252930
	Iteration 36Q: 3 clusters Score -751560.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -751560.500000 Penalty: 4381.252930
	Iteration 37Q: 3 clusters Score -751560.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -751562.875000 Penalty: 4381.252930
	Iteration 38Q: 3 clusters Score -751562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -751564.437500 Penalty: 4381.252930
	Iteration 39Q: 3 clusters Score -751564.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -751567.500000 Penalty: 4381.252930
	Iteration 40F: 3 clusters Score -751567.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -751571.125000 Penalty: 4381.252930
	Iteration 41Q: 3 clusters Score -751571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -751569.312500 Penalty: 4381.252930
	Iteration 42Q: 3 clusters Score -751569.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -751570.312500 Penalty: 4381.252930
	Iteration 43Q: 3 clusters Score -751570.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -751573.062500 Penalty: 4381.252930
	Iteration 44Q: 3 clusters Score -751573.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -751574.687500 Penalty: 4381.252930
	Iteration 45Q: 3 clusters Score -751574.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -751577.625000 Penalty: 4381.252930
	Iteration 46Q: 3 clusters Score -751577.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -751578.687500 Penalty: 4381.252930
	Iteration 47Q: 3 clusters Score -751578.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -751579.625000 Penalty: 4381.252930
	Iteration 48Q: 3 clusters Score -751579.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -751580.375000 Penalty: 4381.252930
	Iteration 49Q: 3 clusters Score -751580.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -751578.875000 Penalty: 4381.252930
	Iteration 50Q: 3 clusters Score -751578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -751580.937500 Penalty: 4381.252930
	Iteration 51Q: 3 clusters Score -751580.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -751580.875000 Penalty: 4381.252930
	Iteration 52Q: 3 clusters Score -751580.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -751582.687500 Penalty: 4381.252930
	Iteration 53Q: 3 clusters Score -751582.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -751584.875000 Penalty: 4381.252930
	Iteration 54Q: 3 clusters Score -751584.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -751586.062500 Penalty: 4381.252930
	Iteration 55Q: 3 clusters Score -751586.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -751587.187500 Penalty: 4381.252930
	Iteration 56Q: 3 clusters Score -751587.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -751590.687500 Penalty: 4381.252930
	Iteration 57Q: 3 clusters Score -751590.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -751590.875000 Penalty: 4381.252930
	Iteration 58Q: 3 clusters Score -751590.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -751591.250000 Penalty: 4381.252930
	Iteration 59Q: 3 clusters Score -751591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -751591.625000 Penalty: 4381.252930
	Iteration 60F: 3 clusters Score -751591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -751592.125000 Penalty: 4381.252930
	Iteration 61Q: 3 clusters Score -751592.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -751593.875000 Penalty: 4381.252930
	Iteration 62Q: 3 clusters Score -751593.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -751594.937500 Penalty: 4381.252930
	Iteration 63Q: 3 clusters Score -751594.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -751595.000000 Penalty: 4381.252930
	Iteration 64Q: 3 clusters Score -751595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -751599.062500 Penalty: 4381.252930
	Iteration 65Q: 3 clusters Score -751599.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -751598.875000 Penalty: 4381.252930
	Iteration 66Q: 3 clusters Score -751598.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -751599.750000 Penalty: 4381.252930
	Iteration 67Q: 3 clusters Score -751599.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -751602.937500 Penalty: 4381.252930
	Iteration 68Q: 3 clusters Score -751602.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -751604.125000 Penalty: 4381.252930
	Iteration 69Q: 3 clusters Score -751604.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -751607.375000 Penalty: 4381.252930
	Iteration 70Q: 3 clusters Score -751607.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -751612.687500 Penalty: 4381.252930
	Iteration 71Q: 3 clusters Score -751612.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -751616.062500 Penalty: 4381.252930
	Iteration 72Q: 3 clusters Score -751616.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -751619.250000 Penalty: 4381.252930
	Iteration 73Q: 3 clusters Score -751619.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -751621.125000 Penalty: 4381.252930
	Iteration 74Q: 3 clusters Score -751621.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -751625.250000 Penalty: 4381.252930
	Iteration 75Q: 3 clusters Score -751625.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -751628.187500 Penalty: 4381.252930
	Iteration 76Q: 3 clusters Score -751628.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -751634.000000 Penalty: 4381.252930
	Iteration 77Q: 3 clusters Score -751634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -751640.625000 Penalty: 4381.252930
	Iteration 78Q: 3 clusters Score -751640.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -751644.187500 Penalty: 4381.252930
	Iteration 79Q: 3 clusters Score -751644.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -751648.125000 Penalty: 4381.252930
	Iteration 80F: 3 clusters Score -751648.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -751653.937500 Penalty: 4381.252930
	Iteration 81Q: 3 clusters Score -751653.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -751659.937500 Penalty: 4381.252930
	Iteration 82Q: 3 clusters Score -751659.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -751663.437500 Penalty: 4381.252930
	Iteration 83Q: 3 clusters Score -751663.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -751673.000000 Penalty: 4381.252930
	Iteration 84Q: 3 clusters Score -751673 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -751680.000000 Penalty: 4381.252930
	Iteration 85Q: 3 clusters Score -751680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -751691.312500 Penalty: 4381.252930
	Iteration 86Q: 3 clusters Score -751691.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -751706.375000 Penalty: 4381.252930
	Iteration 87Q: 3 clusters Score -751706.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -751720.250000 Penalty: 4381.252930
	Iteration 88Q: 3 clusters Score -751720.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -751738.750000 Penalty: 4381.252930
	Iteration 89Q: 3 clusters Score -751738.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -751754.437500 Penalty: 4381.252930
	Iteration 90Q: 3 clusters Score -751754.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -751769.812500 Penalty: 4381.252930
	Iteration 91Q: 3 clusters Score -751769.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -751786.375000 Penalty: 4381.252930
	Iteration 92Q: 3 clusters Score -751786.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -751802.937500 Penalty: 4381.252930
	Iteration 93Q: 3 clusters Score -751802.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -751828.312500 Penalty: 4381.252930
	Iteration 94Q: 3 clusters Score -751828.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -751856.812500 Penalty: 4381.252930
	Iteration 95Q: 3 clusters Score -751856.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -751894.625000 Penalty: 4381.252930
	Iteration 96Q: 3 clusters Score -751894.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -751951.312500 Penalty: 4381.252930
	Iteration 97Q: 3 clusters Score -751951.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -752013.312500 Penalty: 4381.252930
	Iteration 98Q: 3 clusters Score -752013.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -752087.687500 Penalty: 4381.252930
	Iteration 99Q: 3 clusters Score -752087.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -752185.437500 Penalty: 4381.252930
	Iteration 100F: 3 clusters Score -752185.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -752277.187500 Penalty: 4381.252930
	Iteration 101Q: 3 clusters Score -752277.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -752384.250000 Penalty: 4381.252930
	Iteration 102Q: 3 clusters Score -752384.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -752486.250000 Penalty: 4381.252930
	Iteration 103Q: 3 clusters Score -752486.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -752570.812500 Penalty: 4381.252930
	Iteration 104Q: 3 clusters Score -752570.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -752651.187500 Penalty: 4381.252930
	Iteration 105Q: 3 clusters Score -752651.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -752727.875000 Penalty: 4381.252930
	Iteration 106Q: 3 clusters Score -752727.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -752784.312500 Penalty: 4381.252930
	Iteration 107Q: 3 clusters Score -752784.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -752836.500000 Penalty: 4381.252930
	Iteration 108Q: 3 clusters Score -752836.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -752883.687500 Penalty: 4381.252930
	Iteration 109Q: 3 clusters Score -752883.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -752923.437500 Penalty: 4381.252930
	Iteration 110Q: 3 clusters Score -752923.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -752955.000000 Penalty: 4381.252930
	Iteration 111Q: 3 clusters Score -752955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -752981.875000 Penalty: 4381.252930
	Iteration 112Q: 3 clusters Score -752981.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -753002.812500 Penalty: 4381.252930
	Iteration 113Q: 3 clusters Score -753002.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -753014.750000 Penalty: 4381.252930
	Iteration 114Q: 3 clusters Score -753014.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -753023.750000 Penalty: 4381.252930
	Iteration 115Q: 3 clusters Score -753023.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -753034.937500 Penalty: 4381.252930
	Iteration 116Q: 3 clusters Score -753034.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -753043.500000 Penalty: 4381.252930
	Iteration 117Q: 3 clusters Score -753043.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -753053.250000 Penalty: 4381.252930
	Iteration 118Q: 3 clusters Score -753053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -753058.500000 Penalty: 4381.252930
	Iteration 119Q: 3 clusters Score -753058.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -753065.187500 Penalty: 4381.252930
	Iteration 120F: 3 clusters Score -753065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -753069.062500 Penalty: 4381.252930
	Iteration 121Q: 3 clusters Score -753069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -753071.812500 Penalty: 4381.252930
	Iteration 122Q: 3 clusters Score -753071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -753080.312500 Penalty: 4381.252930
	Iteration 123Q: 3 clusters Score -753080.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -753083.875000 Penalty: 4381.252930
	Iteration 124Q: 3 clusters Score -753083.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -753085.000000 Penalty: 4381.252930
	Iteration 125Q: 3 clusters Score -753085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -753085.187500 Penalty: 4381.252930
	Iteration 126Q: 3 clusters Score -753085.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -753085.187500 Penalty: 4381.252930
	Iteration 127F: 3 clusters Score -753085.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -82764.890625 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -82764.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -80923.421875 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -80923.42 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -81465.007812 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -81465.01 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81856.921875 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -81856.92 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -82224.125000 Penalty: 3387.041260
	Iteration 3F: 3 clusters Score -82224.12 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -82687.484375 Penalty: 3387.041260
	Iteration 4F: 3 clusters Score -82687.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -82880.789062 Penalty: 3387.041260
	Iteration 5Q: 3 clusters Score -82880.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82950.687500 Penalty: 3387.041260
	Iteration 6Q: 3 clusters Score -82950.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -83000.476562 Penalty: 3387.041260
	Iteration 7Q: 3 clusters Score -83000.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -83092.687500 Penalty: 3387.041260
	Iteration 8Q: 3 clusters Score -83092.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83436.546875 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -83436.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83480.070312 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -83480.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83547.515625 Penalty: 3387.041260
	Iteration 11Q: 3 clusters Score -83547.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -83700.257812 Penalty: 3387.041260
	Iteration 12Q: 3 clusters Score -83700.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -83736.398438 Penalty: 3387.041260
	Iteration 13Q: 3 clusters Score -83736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -83741.171875 Penalty: 3387.041260
	Iteration 14Q: 3 clusters Score -83741.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -83741.171875 Penalty: 3387.041260
	Iteration 15F: 3 clusters Score -83741.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 94091 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26593 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 152324 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 9661 members 
Mstep: Class 11 contains 20597 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 51536 members 
Mstep: Class 14 contains 15775 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324851 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 448 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 20 contains 476 members 
Mstep: Class 21 contains 9921 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113546 members 
Mstep: Class 24 contains 22320 members 
Entering Unmasked Estep 
Score: -98098752.000000 Penalty: 81609.500000
Splitting cluster 18 changes total score from -98099520.000000 to -98098752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -101714.757812 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -101714.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -99737.789062 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -99737.79 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -100030.906250 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -100030.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -100134.617188 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -100134.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -100203.023438 Penalty: 3449.973877
	Iteration 3Q: 3 clusters Score -100203 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -100261.734375 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -100261.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -100311.421875 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -100311.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100371.304688 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -100371.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -100411.507812 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -100411.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -100437.453125 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -100437.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -100463.398438 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -100463.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -100491.140625 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -100491.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -100504.500000 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -100504.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100511.710938 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -100511.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -100512.953125 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -100513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -100512.953125 Penalty: 3449.973877
	Iteration 14F: 3 clusters Score -100513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Entering Unmasked Estep 
Score: -1051450.125000 Penalty: 2282.197266
	Iteration 0F: 2 clusters Score -1051450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1043774.375000 Penalty: 4564.394531
	Iteration 0F: 3 clusters Score -1043774 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1046122.812500 Penalty: 4564.394531
	Iteration 1F: 3 clusters Score -1046123 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1046623.625000 Penalty: 4564.394531
	Iteration 2F: 3 clusters Score -1046624 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1047132.187500 Penalty: 4564.394531
	Iteration 3F: 3 clusters Score -1047132 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1047506.687500 Penalty: 4564.394531
	Iteration 4F: 3 clusters Score -1047507 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1047825.500000 Penalty: 4564.394531
	Iteration 5F: 3 clusters Score -1047826 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1048100.000000 Penalty: 4564.394531
	Iteration 6Q: 3 clusters Score -1048100 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1048390.625000 Penalty: 4564.394531
	Iteration 7Q: 3 clusters Score -1048391 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1048743.500000 Penalty: 4564.394531
	Iteration 8Q: 3 clusters Score -1048744 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1049111.250000 Penalty: 4564.394531
	Iteration 9Q: 3 clusters Score -1049111 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1049497.250000 Penalty: 4564.394531
	Iteration 10Q: 3 clusters Score -1049497 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1049832.875000 Penalty: 4564.394531
	Iteration 11Q: 3 clusters Score -1049833 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1050115.500000 Penalty: 4564.394531
	Iteration 12Q: 3 clusters Score -1050116 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1050311.125000 Penalty: 4564.394531
	Iteration 13Q: 3 clusters Score -1050311 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1050483.500000 Penalty: 4564.394531
	Iteration 14Q: 3 clusters Score -1050484 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1050587.500000 Penalty: 4564.394531
	Iteration 15Q: 3 clusters Score -1050588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1050643.625000 Penalty: 4564.394531
	Iteration 16Q: 3 clusters Score -1050644 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1050678.750000 Penalty: 4564.394531
	Iteration 17Q: 3 clusters Score -1050679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1050709.375000 Penalty: 4564.394531
	Iteration 18Q: 3 clusters Score -1050709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1050730.125000 Penalty: 4564.394531
	Iteration 19Q: 3 clusters Score -1050730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1050747.750000 Penalty: 4564.394531
	Iteration 20F: 3 clusters Score -1050748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1050752.250000 Penalty: 4564.394531
	Iteration 21Q: 3 clusters Score -1050752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1050757.500000 Penalty: 4564.394531
	Iteration 22Q: 3 clusters Score -1050758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1050761.000000 Penalty: 4564.394531
	Iteration 23Q: 3 clusters Score -1050761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1050762.375000 Penalty: 4564.394531
	Iteration 24Q: 3 clusters Score -1050762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1050763.875000 Penalty: 4564.394531
	Iteration 25Q: 3 clusters Score -1050764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1050764.375000 Penalty: 4564.394531
	Iteration 26Q: 3 clusters Score -1050764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1050766.750000 Penalty: 4564.394531
	Iteration 27Q: 3 clusters Score -1050767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1050766.250000 Penalty: 4564.394531
	Iteration 28Q: 3 clusters Score -1050766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1050767.750000 Penalty: 4564.394531
	Iteration 29Q: 3 clusters Score -1050768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1050769.875000 Penalty: 4564.394531
	Iteration 30Q: 3 clusters Score -1050770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1050771.500000 Penalty: 4564.394531
	Iteration 31Q: 3 clusters Score -1050772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1050771.125000 Penalty: 4564.394531
	Iteration 32Q: 3 clusters Score -1050771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1050771.125000 Penalty: 4564.394531
	Iteration 33Q: 3 clusters Score -1050771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1050771.125000 Penalty: 4564.394531
	Iteration 34F: 3 clusters Score -1050771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Entering Unmasked Estep 
Score: -444383.687500 Penalty: 2097.761719
	Iteration 0F: 2 clusters Score -444383.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -440152.687500 Penalty: 4195.523438
	Iteration 0F: 3 clusters Score -440152.7 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -441408.906250 Penalty: 4195.523438
	Iteration 1F: 3 clusters Score -441408.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -441689.250000 Penalty: 4195.523438
	Iteration 2F: 3 clusters Score -441689.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -441861.375000 Penalty: 4195.523438
	Iteration 3F: 3 clusters Score -441861.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -441994.468750 Penalty: 4195.523438
	Iteration 4Q: 3 clusters Score -441994.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -442130.250000 Penalty: 4195.523438
	Iteration 5Q: 3 clusters Score -442130.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -442293.125000 Penalty: 4195.523438
	Iteration 6Q: 3 clusters Score -442293.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -442444.281250 Penalty: 4195.523438
	Iteration 7Q: 3 clusters Score -442444.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -442602.906250 Penalty: 4195.523438
	Iteration 8Q: 3 clusters Score -442602.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -442778.593750 Penalty: 4195.523438
	Iteration 9Q: 3 clusters Score -442778.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -442981.406250 Penalty: 4195.523438
	Iteration 10Q: 3 clusters Score -442981.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -443140.406250 Penalty: 4195.523438
	Iteration 11Q: 3 clusters Score -443140.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -443265.343750 Penalty: 4195.523438
	Iteration 12Q: 3 clusters Score -443265.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -443362.656250 Penalty: 4195.523438
	Iteration 13Q: 3 clusters Score -443362.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -443417.687500 Penalty: 4195.523438
	Iteration 14Q: 3 clusters Score -443417.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -443459.031250 Penalty: 4195.523438
	Iteration 15Q: 3 clusters Score -443459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -443492.593750 Penalty: 4195.523438
	Iteration 16Q: 3 clusters Score -443492.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -443507.875000 Penalty: 4195.523438
	Iteration 17Q: 3 clusters Score -443507.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -443514.812500 Penalty: 4195.523438
	Iteration 18Q: 3 clusters Score -443514.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -443519.375000 Penalty: 4195.523438
	Iteration 19Q: 3 clusters Score -443519.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -443524.750000 Penalty: 4195.523438
	Iteration 20F: 3 clusters Score -443524.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -443531.531250 Penalty: 4195.523438
	Iteration 21Q: 3 clusters Score -443531.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -443540.468750 Penalty: 4195.523438
	Iteration 22Q: 3 clusters Score -443540.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -443544.500000 Penalty: 4195.523438
	Iteration 23Q: 3 clusters Score -443544.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -443546.500000 Penalty: 4195.523438
	Iteration 24Q: 3 clusters Score -443546.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -443549.468750 Penalty: 4195.523438
	Iteration 25Q: 3 clusters Score -443549.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -443551.031250 Penalty: 4195.523438
	Iteration 26Q: 3 clusters Score -443551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -443552.343750 Penalty: 4195.523438
	Iteration 27Q: 3 clusters Score -443552.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -443554.156250 Penalty: 4195.523438
	Iteration 28Q: 3 clusters Score -443554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -443554.625000 Penalty: 4195.523438
	Iteration 29Q: 3 clusters Score -443554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -443555.343750 Penalty: 4195.523438
	Iteration 30Q: 3 clusters Score -443555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -443555.281250 Penalty: 4195.523438
	Iteration 31Q: 3 clusters Score -443555.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -443555.281250 Penalty: 4195.523438
	Iteration 32F: 3 clusters Score -443555.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (113546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113546 members 
Entering Unmasked Estep 
Score: -12857283.000000 Penalty: 2886.710938
	Iteration 0F: 2 clusters Score -1.285728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 56628 members 
Entering Unmasked Estep 
Score: -12781392.000000 Penalty: 5773.421875
	Iteration 0F: 3 clusters Score -1.278139e+07 nChanged 53968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -12812273.000000 Penalty: 5773.421875
	Iteration 1F: 3 clusters Score -1.281227e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -12813093.000000 Penalty: 5773.421875
	Iteration 2Q: 3 clusters Score -1.281309e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -12814211.000000 Penalty: 5773.421875
	Iteration 3Q: 3 clusters Score -1.281421e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -12815773.000000 Penalty: 5773.421875
	Iteration 4Q: 3 clusters Score -1.281577e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70749 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -12818381.000000 Penalty: 5773.421875
	Iteration 5Q: 3 clusters Score -1.281838e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77367 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -12822778.000000 Penalty: 5773.421875
	Iteration 6F: 3 clusters Score -1.282278e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -12829621.000000 Penalty: 5773.421875
	Iteration 7F: 3 clusters Score -1.282962e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95527 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -12838547.000000 Penalty: 5773.421875
	Iteration 8F: 3 clusters Score -1.283855e+07 nChanged 8321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103836 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -12846668.000000 Penalty: 5773.421875
	Iteration 9F: 3 clusters Score -1.284667e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108863 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -12851410.000000 Penalty: 5773.421875
	Iteration 10Q: 3 clusters Score -1.285141e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111118 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -12853345.000000 Penalty: 5773.421875
	Iteration 11Q: 3 clusters Score -1.285334e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112095 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12854184.000000 Penalty: 5773.421875
	Iteration 12Q: 3 clusters Score -1.285418e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112528 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -12854465.000000 Penalty: 5773.421875
	Iteration 13Q: 3 clusters Score -1.285446e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112750 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -12854615.000000 Penalty: 5773.421875
	Iteration 14Q: 3 clusters Score -1.285462e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112857 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -12854704.000000 Penalty: 5773.421875
	Iteration 15Q: 3 clusters Score -1.28547e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112914 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -12854714.000000 Penalty: 5773.421875
	Iteration 16Q: 3 clusters Score -1.285471e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112959 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -12854780.000000 Penalty: 5773.421875
	Iteration 17Q: 3 clusters Score -1.285478e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112986 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -12854818.000000 Penalty: 5773.421875
	Iteration 18Q: 3 clusters Score -1.285482e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113009 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -12854859.000000 Penalty: 5773.421875
	Iteration 19Q: 3 clusters Score -1.285486e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113024 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -12854892.000000 Penalty: 5773.421875
	Iteration 20F: 3 clusters Score -1.285489e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113040 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12854918.000000 Penalty: 5773.421875
	Iteration 21Q: 3 clusters Score -1.285492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113054 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -12854957.000000 Penalty: 5773.421875
	Iteration 22Q: 3 clusters Score -1.285496e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113061 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -12854990.000000 Penalty: 5773.421875
	Iteration 23Q: 3 clusters Score -1.285499e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113062 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -12855006.000000 Penalty: 5773.421875
	Iteration 24Q: 3 clusters Score -1.285501e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113063 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -12855066.000000 Penalty: 5773.421875
	Iteration 25Q: 3 clusters Score -1.285507e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113070 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -12855094.000000 Penalty: 5773.421875
	Iteration 26Q: 3 clusters Score -1.285509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113072 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -12855116.000000 Penalty: 5773.421875
	Iteration 27Q: 3 clusters Score -1.285512e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113063 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -12855128.000000 Penalty: 5773.421875
	Iteration 28Q: 3 clusters Score -1.285513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113055 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -12855138.000000 Penalty: 5773.421875
	Iteration 29Q: 3 clusters Score -1.285514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113053 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -12855135.000000 Penalty: 5773.421875
	Iteration 30Q: 3 clusters Score -1.285514e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113051 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -12855148.000000 Penalty: 5773.421875
	Iteration 31Q: 3 clusters Score -1.285515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113049 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -12855153.000000 Penalty: 5773.421875
	Iteration 32Q: 3 clusters Score -1.285515e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113048 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12855150.000000 Penalty: 5773.421875
	Iteration 33Q: 3 clusters Score -1.285515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113047 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -12855158.000000 Penalty: 5773.421875
	Iteration 34Q: 3 clusters Score -1.285516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113048 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12855149.000000 Penalty: 5773.421875
	Iteration 35Q: 3 clusters Score -1.285515e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113048 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -12855149.000000 Penalty: 5773.421875
	Iteration 36F: 3 clusters Score -1.285515e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Entering Unmasked Estep 
Score: -2501600.750000 Penalty: 2483.283203
	Iteration 0F: 2 clusters Score -2501601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2485987.750000 Penalty: 4966.566406
	Iteration 0F: 3 clusters Score -2485988 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -2491363.750000 Penalty: 4966.566406
	Iteration 1F: 3 clusters Score -2491364 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2491831.250000 Penalty: 4966.566406
	Iteration 2F: 3 clusters Score -2491831 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2492245.250000 Penalty: 4966.566406
	Iteration 3Q: 3 clusters Score -2492245 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2492691.750000 Penalty: 4966.566406
	Iteration 4Q: 3 clusters Score -2492692 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -2493263.250000 Penalty: 4966.566406
	Iteration 5Q: 3 clusters Score -2493263 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2494153.250000 Penalty: 4966.566406
	Iteration 6F: 3 clusters Score -2494153 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2495328.500000 Penalty: 4966.566406
	Iteration 7F: 3 clusters Score -2495328 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2496539.250000 Penalty: 4966.566406
	Iteration 8F: 3 clusters Score -2496539 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2497569.000000 Penalty: 4966.566406
	Iteration 9F: 3 clusters Score -2497569 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2498376.250000 Penalty: 4966.566406
	Iteration 10F: 3 clusters Score -2498376 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2498855.250000 Penalty: 4966.566406
	Iteration 11Q: 3 clusters Score -2498855 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2499141.000000 Penalty: 4966.566406
	Iteration 12Q: 3 clusters Score -2499141 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2499289.000000 Penalty: 4966.566406
	Iteration 13Q: 3 clusters Score -2499289 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2499387.750000 Penalty: 4966.566406
	Iteration 14Q: 3 clusters Score -2499388 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2499449.500000 Penalty: 4966.566406
	Iteration 15Q: 3 clusters Score -2499450 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2499515.250000 Penalty: 4966.566406
	Iteration 16Q: 3 clusters Score -2499515 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2499556.750000 Penalty: 4966.566406
	Iteration 17Q: 3 clusters Score -2499557 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2499582.500000 Penalty: 4966.566406
	Iteration 18Q: 3 clusters Score -2499582 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2499620.250000 Penalty: 4966.566406
	Iteration 19Q: 3 clusters Score -2499620 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2499655.000000 Penalty: 4966.566406
	Iteration 20F: 3 clusters Score -2499655 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2499676.500000 Penalty: 4966.566406
	Iteration 21Q: 3 clusters Score -2499676 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2499697.250000 Penalty: 4966.566406
	Iteration 22Q: 3 clusters Score -2499697 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2499710.750000 Penalty: 4966.566406
	Iteration 23Q: 3 clusters Score -2499711 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2499733.250000 Penalty: 4966.566406
	Iteration 24Q: 3 clusters Score -2499733 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2499740.250000 Penalty: 4966.566406
	Iteration 25Q: 3 clusters Score -2499740 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2499767.750000 Penalty: 4966.566406
	Iteration 26Q: 3 clusters Score -2499768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2499792.000000 Penalty: 4966.566406
	Iteration 27Q: 3 clusters Score -2499792 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2499820.750000 Penalty: 4966.566406
	Iteration 28Q: 3 clusters Score -2499821 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2499846.500000 Penalty: 4966.566406
	Iteration 29Q: 3 clusters Score -2499846 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2499874.750000 Penalty: 4966.566406
	Iteration 30Q: 3 clusters Score -2499875 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2499903.500000 Penalty: 4966.566406
	Iteration 31Q: 3 clusters Score -2499904 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2499939.000000 Penalty: 4966.566406
	Iteration 32Q: 3 clusters Score -2499939 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2499959.750000 Penalty: 4966.566406
	Iteration 33Q: 3 clusters Score -2499960 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2499984.750000 Penalty: 4966.566406
	Iteration 34Q: 3 clusters Score -2499985 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2500012.000000 Penalty: 4966.566406
	Iteration 35Q: 3 clusters Score -2500012 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2500027.750000 Penalty: 4966.566406
	Iteration 36Q: 3 clusters Score -2500028 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2500057.750000 Penalty: 4966.566406
	Iteration 37Q: 3 clusters Score -2500058 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2500082.750000 Penalty: 4966.566406
	Iteration 38Q: 3 clusters Score -2500083 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2500097.250000 Penalty: 4966.566406
	Iteration 39Q: 3 clusters Score -2500097 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2500116.750000 Penalty: 4966.566406
	Iteration 40F: 3 clusters Score -2500117 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2500123.500000 Penalty: 4966.566406
	Iteration 41Q: 3 clusters Score -2500124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2500121.250000 Penalty: 4966.566406
	Iteration 42Q: 3 clusters Score -2500121 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2500132.250000 Penalty: 4966.566406
	Iteration 43Q: 3 clusters Score -2500132 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2500132.500000 Penalty: 4966.566406
	Iteration 44Q: 3 clusters Score -2500132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2500136.750000 Penalty: 4966.566406
	Iteration 45Q: 3 clusters Score -2500137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2500151.000000 Penalty: 4966.566406
	Iteration 46Q: 3 clusters Score -2500151 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2500154.750000 Penalty: 4966.566406
	Iteration 47Q: 3 clusters Score -2500155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2500153.000000 Penalty: 4966.566406
	Iteration 48Q: 3 clusters Score -2500153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2500162.500000 Penalty: 4966.566406
	Iteration 49Q: 3 clusters Score -2500162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -2500158.000000 Penalty: 4966.566406
	Iteration 50Q: 3 clusters Score -2500158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -2500158.500000 Penalty: 4966.566406
	Iteration 51Q: 3 clusters Score -2500158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2500159.750000 Penalty: 4966.566406
	Iteration 52Q: 3 clusters Score -2500160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2500163.250000 Penalty: 4966.566406
	Iteration 53Q: 3 clusters Score -2500163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2500169.000000 Penalty: 4966.566406
	Iteration 54Q: 3 clusters Score -2500169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2500175.750000 Penalty: 4966.566406
	Iteration 55Q: 3 clusters Score -2500176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2500179.750000 Penalty: 4966.566406
	Iteration 56Q: 3 clusters Score -2500180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2500182.750000 Penalty: 4966.566406
	Iteration 57Q: 3 clusters Score -2500183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2500185.250000 Penalty: 4966.566406
	Iteration 58Q: 3 clusters Score -2500185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2500184.500000 Penalty: 4966.566406
	Iteration 59Q: 3 clusters Score -2500184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -2500190.500000 Penalty: 4966.566406
	Iteration 60F: 3 clusters Score -2500190 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2500189.000000 Penalty: 4966.566406
	Iteration 61Q: 3 clusters Score -2500189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2500199.500000 Penalty: 4966.566406
	Iteration 62Q: 3 clusters Score -2500200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2500204.750000 Penalty: 4966.566406
	Iteration 63Q: 3 clusters Score -2500205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2500204.500000 Penalty: 4966.566406
	Iteration 64Q: 3 clusters Score -2500204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2500208.000000 Penalty: 4966.566406
	Iteration 65Q: 3 clusters Score -2500208 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2500210.750000 Penalty: 4966.566406
	Iteration 66Q: 3 clusters Score -2500211 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2500213.500000 Penalty: 4966.566406
	Iteration 67Q: 3 clusters Score -2500214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2500213.000000 Penalty: 4966.566406
	Iteration 68Q: 3 clusters Score -2500213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2500218.250000 Penalty: 4966.566406
	Iteration 69Q: 3 clusters Score -2500218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2500225.500000 Penalty: 4966.566406
	Iteration 70Q: 3 clusters Score -2500226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2500218.000000 Penalty: 4966.566406
	Iteration 71Q: 3 clusters Score -2500218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2500218.500000 Penalty: 4966.566406
	Iteration 72Q: 3 clusters Score -2500218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2500220.000000 Penalty: 4966.566406
	Iteration 73Q: 3 clusters Score -2500220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2500224.500000 Penalty: 4966.566406
	Iteration 74Q: 3 clusters Score -2500224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2500225.500000 Penalty: 4966.566406
	Iteration 75Q: 3 clusters Score -2500226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2500233.750000 Penalty: 4966.566406
	Iteration 76Q: 3 clusters Score -2500234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2500232.250000 Penalty: 4966.566406
	Iteration 77Q: 3 clusters Score -2500232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2500231.750000 Penalty: 4966.566406
	Iteration 78Q: 3 clusters Score -2500232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2500233.500000 Penalty: 4966.566406
	Iteration 79Q: 3 clusters Score -2500234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2500238.000000 Penalty: 4966.566406
	Iteration 80F: 3 clusters Score -2500238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2500238.250000 Penalty: 4966.566406
	Iteration 81Q: 3 clusters Score -2500238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2500239.500000 Penalty: 4966.566406
	Iteration 82Q: 3 clusters Score -2500240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2500239.250000 Penalty: 4966.566406
	Iteration 83Q: 3 clusters Score -2500239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2500241.250000 Penalty: 4966.566406
	Iteration 84Q: 3 clusters Score -2500241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2500242.750000 Penalty: 4966.566406
	Iteration 85Q: 3 clusters Score -2500243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2500240.500000 Penalty: 4966.566406
	Iteration 86Q: 3 clusters Score -2500240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -2500243.500000 Penalty: 4966.566406
	Iteration 87Q: 3 clusters Score -2500244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2500245.000000 Penalty: 4966.566406
	Iteration 88Q: 3 clusters Score -2500245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2500244.000000 Penalty: 4966.566406
	Iteration 89Q: 3 clusters Score -2500244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2500246.250000 Penalty: 4966.566406
	Iteration 90Q: 3 clusters Score -2500246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2500240.750000 Penalty: 4966.566406
	Iteration 91Q: 3 clusters Score -2500241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2500240.750000 Penalty: 4966.566406
	Iteration 92Q: 3 clusters Score -2500241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2500240.250000 Penalty: 4966.566406
	Iteration 93Q: 3 clusters Score -2500240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2500239.000000 Penalty: 4966.566406
	Iteration 94Q: 3 clusters Score -2500239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2500241.500000 Penalty: 4966.566406
	Iteration 95Q: 3 clusters Score -2500242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2500241.250000 Penalty: 4966.566406
	Iteration 96Q: 3 clusters Score -2500241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2500237.750000 Penalty: 4966.566406
	Iteration 97Q: 3 clusters Score -2500238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2500239.750000 Penalty: 4966.566406
	Iteration 98Q: 3 clusters Score -2500240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2500246.500000 Penalty: 4966.566406
	Iteration 99Q: 3 clusters Score -2500246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2500238.500000 Penalty: 4966.566406
	Iteration 100F: 3 clusters Score -2500238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -2500239.500000 Penalty: 4966.566406
	Iteration 101Q: 3 clusters Score -2500240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2500238.250000 Penalty: 4966.566406
	Iteration 102Q: 3 clusters Score -2500238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2500241.750000 Penalty: 4966.566406
	Iteration 103Q: 3 clusters Score -2500242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2500243.500000 Penalty: 4966.566406
	Iteration 104Q: 3 clusters Score -2500244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2500244.250000 Penalty: 4966.566406
	Iteration 105Q: 3 clusters Score -2500244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2500240.000000 Penalty: 4966.566406
	Iteration 106Q: 3 clusters Score -2500240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2500246.750000 Penalty: 4966.566406
	Iteration 107Q: 3 clusters Score -2500247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2500244.750000 Penalty: 4966.566406
	Iteration 108Q: 3 clusters Score -2500245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2500246.500000 Penalty: 4966.566406
	Iteration 109Q: 3 clusters Score -2500246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2500247.000000 Penalty: 4966.566406
	Iteration 110Q: 3 clusters Score -2500247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2500248.000000 Penalty: 4966.566406
	Iteration 111Q: 3 clusters Score -2500248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2500244.000000 Penalty: 4966.566406
	Iteration 112Q: 3 clusters Score -2500244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2500241.500000 Penalty: 4966.566406
	Iteration 113Q: 3 clusters Score -2500242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2500241.500000 Penalty: 4966.566406
	Iteration 114F: 3 clusters Score -2500242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 94091 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26593 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10838 members 
Mstep: Class 7 contains 152324 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 9661 members 
Mstep: Class 11 contains 20597 members 
Mstep: Class 12 contains 563 members 
Mstep: Class 13 contains 51536 members 
Mstep: Class 14 contains 15775 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324851 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9921 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113546 members 
Mstep: Class 24 contains 22320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099480.000000 Penalty: 78209.109375
Iteration 119Q: 24 clusters Score -9.809948e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 94130 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26593 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10832 members 
Mstep: Class 7 contains 152305 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 9580 members 
Mstep: Class 11 contains 20597 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51539 members 
Mstep: Class 14 contains 15774 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324822 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9900 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113546 members 
Mstep: Class 24 contains 22321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099408.000000 Penalty: 78209.109375
Iteration 120F: 24 clusters Score -9.809941e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 94166 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10830 members 
Mstep: Class 7 contains 152288 members 
Mstep: Class 8 contains 3804 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 9494 members 
Mstep: Class 11 contains 20592 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51542 members 
Mstep: Class 14 contains 15772 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324796 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9877 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113546 members 
Mstep: Class 24 contains 22322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099544.000000 Penalty: 78209.109375
Iteration 121Q: 24 clusters Score -9.809954e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 94187 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10828 members 
Mstep: Class 7 contains 152269 members 
Mstep: Class 8 contains 3805 members 
Mstep: Class 9 contains 891 members 
Mstep: Class 10 contains 9412 members 
Mstep: Class 11 contains 20593 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51544 members 
Mstep: Class 14 contains 15770 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324789 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9854 members 
Mstep: Class 22 contains 4716 members 
Mstep: Class 23 contains 113550 members 
Mstep: Class 24 contains 22327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099544.000000 Penalty: 78209.109375
Iteration 122Q: 24 clusters Score -9.809954e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 94211 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26591 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10827 members 
Mstep: Class 7 contains 152241 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 9331 members 
Mstep: Class 11 contains 20590 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51549 members 
Mstep: Class 14 contains 15768 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324780 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9827 members 
Mstep: Class 22 contains 4717 members 
Mstep: Class 23 contains 113551 members 
Mstep: Class 24 contains 22328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099440.000000 Penalty: 78209.109375
Iteration 123Q: 24 clusters Score -9.809944e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 94232 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26587 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10828 members 
Mstep: Class 7 contains 152218 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 9233 members 
Mstep: Class 11 contains 20583 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51555 members 
Mstep: Class 14 contains 15768 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324779 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9809 members 
Mstep: Class 22 contains 4719 members 
Mstep: Class 23 contains 113547 members 
Mstep: Class 24 contains 22330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099568.000000 Penalty: 78209.109375
Iteration 124Q: 24 clusters Score -9.809957e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 94251 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26586 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10825 members 
Mstep: Class 7 contains 152199 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 9151 members 
Mstep: Class 11 contains 20581 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51561 members 
Mstep: Class 14 contains 15768 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324769 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9789 members 
Mstep: Class 22 contains 4721 members 
Mstep: Class 23 contains 113544 members 
Mstep: Class 24 contains 22332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099544.000000 Penalty: 78209.109375
Iteration 125Q: 24 clusters Score -9.809954e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 94265 members 
Mstep: Class 3 contains 2747 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10820 members 
Mstep: Class 7 contains 152191 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 9088 members 
Mstep: Class 11 contains 20578 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51564 members 
Mstep: Class 14 contains 15768 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324743 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9762 members 
Mstep: Class 22 contains 4725 members 
Mstep: Class 23 contains 113547 members 
Mstep: Class 24 contains 22333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099752.000000 Penalty: 78209.109375
Iteration 126Q: 24 clusters Score -9.809975e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 94283 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10815 members 
Mstep: Class 7 contains 152181 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 9020 members 
Mstep: Class 11 contains 20579 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51564 members 
Mstep: Class 14 contains 15767 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324717 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9744 members 
Mstep: Class 22 contains 4727 members 
Mstep: Class 23 contains 113547 members 
Mstep: Class 24 contains 22333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099800.000000 Penalty: 78209.109375
Iteration 127Q: 24 clusters Score -9.80998e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 94304 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10814 members 
Mstep: Class 7 contains 152171 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 8957 members 
Mstep: Class 11 contains 20580 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51564 members 
Mstep: Class 14 contains 15767 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324681 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9733 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113548 members 
Mstep: Class 24 contains 22334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099968.000000 Penalty: 78209.109375
Iteration 128Q: 24 clusters Score -9.809997e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 94322 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 26583 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10813 members 
Mstep: Class 7 contains 152150 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 8891 members 
Mstep: Class 11 contains 20582 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51567 members 
Mstep: Class 14 contains 15768 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324661 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9704 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113542 members 
Mstep: Class 24 contains 22334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099824.000000 Penalty: 78209.109375
Iteration 129Q: 24 clusters Score -9.809982e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 94336 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10811 members 
Mstep: Class 7 contains 152135 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 8836 members 
Mstep: Class 11 contains 20583 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51566 members 
Mstep: Class 14 contains 15767 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 324644 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9678 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113538 members 
Mstep: Class 24 contains 22334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099816.000000 Penalty: 78209.109375
Iteration 130Q: 24 clusters Score -9.809982e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 94352 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10810 members 
Mstep: Class 7 contains 152123 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 8786 members 
Mstep: Class 11 contains 20581 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51566 members 
Mstep: Class 14 contains 15768 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 324625 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9659 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113541 members 
Mstep: Class 24 contains 22334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099952.000000 Penalty: 78209.109375
Iteration 131Q: 24 clusters Score -9.809995e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 94362 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152105 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 8736 members 
Mstep: Class 11 contains 20580 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51569 members 
Mstep: Class 14 contains 15767 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324624 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9644 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113539 members 
Mstep: Class 24 contains 22334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100008.000000 Penalty: 78209.109375
Iteration 132Q: 24 clusters Score -9.810001e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 94376 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152094 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 8689 members 
Mstep: Class 11 contains 20579 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51575 members 
Mstep: Class 14 contains 15767 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324605 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9628 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113538 members 
Mstep: Class 24 contains 22335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100016.000000 Penalty: 78209.109375
Iteration 133Q: 24 clusters Score -9.810002e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 94386 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152079 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 8657 members 
Mstep: Class 11 contains 20579 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51576 members 
Mstep: Class 14 contains 15767 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324605 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9606 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113537 members 
Mstep: Class 24 contains 22335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099960.000000 Penalty: 78209.109375
Iteration 134Q: 24 clusters Score -9.809996e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 94399 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152065 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 8622 members 
Mstep: Class 11 contains 20579 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51576 members 
Mstep: Class 14 contains 15767 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324603 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9594 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113536 members 
Mstep: Class 24 contains 22336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100056.000000 Penalty: 78209.109375
Iteration 135Q: 24 clusters Score -9.810006e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 94411 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26585 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152059 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 8586 members 
Mstep: Class 11 contains 20578 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51576 members 
Mstep: Class 14 contains 15767 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324601 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9575 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113534 members 
Mstep: Class 24 contains 22336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100176.000000 Penalty: 78209.109375
Iteration 136Q: 24 clusters Score -9.810018e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 94424 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26585 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152052 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 8550 members 
Mstep: Class 11 contains 20577 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51577 members 
Mstep: Class 14 contains 15764 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324598 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9560 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113531 members 
Mstep: Class 24 contains 22336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100168.000000 Penalty: 78209.109375
Iteration 137Q: 24 clusters Score -9.810017e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 94426 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26585 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152048 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 8508 members 
Mstep: Class 11 contains 20577 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51578 members 
Mstep: Class 14 contains 15765 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324589 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9546 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113531 members 
Mstep: Class 24 contains 22337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100216.000000 Penalty: 78209.109375
Iteration 138Q: 24 clusters Score -9.810022e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 94429 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26586 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152042 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 8469 members 
Mstep: Class 11 contains 20578 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51580 members 
Mstep: Class 14 contains 15765 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324593 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9531 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113528 members 
Mstep: Class 24 contains 22337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100248.000000 Penalty: 78209.109375
Iteration 139Q: 24 clusters Score -9.810025e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 94432 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26587 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152031 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 8433 members 
Mstep: Class 11 contains 20578 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51581 members 
Mstep: Class 14 contains 15762 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324599 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9513 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113527 members 
Mstep: Class 24 contains 22338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100096.000000 Penalty: 78209.109375
Iteration 140F: 24 clusters Score -9.81001e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 94433 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26587 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152023 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 8390 members 
Mstep: Class 11 contains 20578 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51582 members 
Mstep: Class 14 contains 15759 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324604 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9493 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113526 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100072.000000 Penalty: 78209.109375
Iteration 141Q: 24 clusters Score -9.810007e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 94437 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26587 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152028 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 892 members 
Mstep: Class 10 contains 8342 members 
Mstep: Class 11 contains 20579 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51582 members 
Mstep: Class 14 contains 15757 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324606 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9477 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113525 members 
Mstep: Class 24 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100056.000000 Penalty: 78209.109375
Iteration 142Q: 24 clusters Score -9.810006e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 94447 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26588 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152027 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 893 members 
Mstep: Class 10 contains 8294 members 
Mstep: Class 11 contains 20581 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51582 members 
Mstep: Class 14 contains 15755 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324598 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9452 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113523 members 
Mstep: Class 24 contains 22338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100016.000000 Penalty: 78209.109375
Iteration 143Q: 24 clusters Score -9.810002e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 94454 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26589 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152027 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 894 members 
Mstep: Class 10 contains 8249 members 
Mstep: Class 11 contains 20580 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51583 members 
Mstep: Class 14 contains 15754 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324598 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9436 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113522 members 
Mstep: Class 24 contains 22337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100048.000000 Penalty: 78209.109375
Iteration 144Q: 24 clusters Score -9.810005e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 94457 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26589 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152025 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 895 members 
Mstep: Class 10 contains 8192 members 
Mstep: Class 11 contains 20579 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51583 members 
Mstep: Class 14 contains 15752 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324591 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9413 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113523 members 
Mstep: Class 24 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100024.000000 Penalty: 78209.109375
Iteration 145Q: 24 clusters Score -9.810002e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 94459 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26589 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152019 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 897 members 
Mstep: Class 10 contains 8126 members 
Mstep: Class 11 contains 20579 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51585 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 324598 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9399 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113524 members 
Mstep: Class 24 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100008.000000 Penalty: 78209.109375
Iteration 146Q: 24 clusters Score -9.810001e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 94463 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26589 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 152014 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 898 members 
Mstep: Class 10 contains 8066 members 
Mstep: Class 11 contains 20579 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51585 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324598 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9384 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113525 members 
Mstep: Class 24 contains 22338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099976.000000 Penalty: 78209.109375
Iteration 147Q: 24 clusters Score -9.809998e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 94472 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26589 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 152010 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 900 members 
Mstep: Class 10 contains 8021 members 
Mstep: Class 11 contains 20579 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51585 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324586 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9376 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113522 members 
Mstep: Class 24 contains 22337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98099952.000000 Penalty: 78209.109375
Iteration 148Q: 24 clusters Score -9.809995e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 94477 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26589 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 152011 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 904 members 
Mstep: Class 10 contains 7983 members 
Mstep: Class 11 contains 20578 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51585 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324575 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9357 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113522 members 
Mstep: Class 24 contains 22336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100064.000000 Penalty: 78209.109375
Iteration 149Q: 24 clusters Score -9.810006e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 94481 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26589 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 152005 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 906 members 
Mstep: Class 10 contains 7940 members 
Mstep: Class 11 contains 20578 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51584 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324572 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9332 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113521 members 
Mstep: Class 24 contains 22338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100072.000000 Penalty: 78209.109375
Iteration 150Q: 24 clusters Score -9.810007e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 94489 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26588 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 152004 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7897 members 
Mstep: Class 11 contains 20578 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51584 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324563 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9313 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113520 members 
Mstep: Class 24 contains 22336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100048.000000 Penalty: 78209.109375
Iteration 151Q: 24 clusters Score -9.810005e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 94498 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26589 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 152002 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7848 members 
Mstep: Class 11 contains 20578 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51586 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324553 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9300 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113519 members 
Mstep: Class 24 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100096.000000 Penalty: 78209.109375
Iteration 152Q: 24 clusters Score -9.81001e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 94509 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26590 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 151997 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7787 members 
Mstep: Class 11 contains 20578 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51585 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324542 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9288 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113516 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100208.000000 Penalty: 78209.109375
Iteration 153Q: 24 clusters Score -9.810021e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 94514 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26590 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 151991 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7710 members 
Mstep: Class 11 contains 20577 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51586 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324541 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9281 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113514 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100248.000000 Penalty: 78209.109375
Iteration 154Q: 24 clusters Score -9.810025e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 94524 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26590 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 151988 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7648 members 
Mstep: Class 11 contains 20576 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51587 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324524 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9272 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113512 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100256.000000 Penalty: 78209.109375
Iteration 155Q: 24 clusters Score -9.810026e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 94538 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 151982 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7593 members 
Mstep: Class 11 contains 20577 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51589 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324489 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9267 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113511 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100328.000000 Penalty: 78209.109375
Iteration 156Q: 24 clusters Score -9.810033e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 94552 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 151975 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7543 members 
Mstep: Class 11 contains 20577 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51589 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324470 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9252 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113509 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100296.000000 Penalty: 78209.109375
Iteration 157Q: 24 clusters Score -9.81003e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 94566 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10807 members 
Mstep: Class 7 contains 151958 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7498 members 
Mstep: Class 11 contains 20577 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51591 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324464 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9239 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113508 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100312.000000 Penalty: 78209.109375
Iteration 158Q: 24 clusters Score -9.810031e+07 nChanged 123
Entering ConstructFrom: 
Score: -98100312.000000 Penalty: 78209.109375
Entering ConstructFrom: 
Trying to split cluster 1 (28504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Entering Unmasked Estep 
Score: -3115071.500000 Penalty: 2543.934326
	Iteration 0F: 2 clusters Score -3115072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3095396.250000 Penalty: 5087.868652
	Iteration 0F: 3 clusters Score -3095396 nChanged 12860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -3102292.250000 Penalty: 5087.868652
	Iteration 1F: 3 clusters Score -3102292 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3102765.500000 Penalty: 5087.868652
	Iteration 2Q: 3 clusters Score -3102766 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -3103209.750000 Penalty: 5087.868652
	Iteration 3Q: 3 clusters Score -3103210 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -3103639.500000 Penalty: 5087.868652
	Iteration 4Q: 3 clusters Score -3103640 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -3104124.250000 Penalty: 5087.868652
	Iteration 5Q: 3 clusters Score -3104124 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -3104727.250000 Penalty: 5087.868652
	Iteration 6Q: 3 clusters Score -3104727 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -3105457.750000 Penalty: 5087.868652
	Iteration 7Q: 3 clusters Score -3105458 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3106421.500000 Penalty: 5087.868652
	Iteration 8F: 3 clusters Score -3106422 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3107596.000000 Penalty: 5087.868652
	Iteration 9F: 3 clusters Score -3107596 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -3108889.500000 Penalty: 5087.868652
	Iteration 10F: 3 clusters Score -3108890 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3110134.000000 Penalty: 5087.868652
	Iteration 11Q: 3 clusters Score -3110134 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -3111079.750000 Penalty: 5087.868652
	Iteration 12Q: 3 clusters Score -3111080 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -3111691.750000 Penalty: 5087.868652
	Iteration 13Q: 3 clusters Score -3111692 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -3112089.250000 Penalty: 5087.868652
	Iteration 14Q: 3 clusters Score -3112089 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3112375.000000 Penalty: 5087.868652
	Iteration 15Q: 3 clusters Score -3112375 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3112569.750000 Penalty: 5087.868652
	Iteration 16Q: 3 clusters Score -3112570 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -3112698.250000 Penalty: 5087.868652
	Iteration 17Q: 3 clusters Score -3112698 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3112747.750000 Penalty: 5087.868652
	Iteration 18Q: 3 clusters Score -3112748 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3112801.000000 Penalty: 5087.868652
	Iteration 19Q: 3 clusters Score -3112801 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -3112823.500000 Penalty: 5087.868652
	Iteration 20F: 3 clusters Score -3112824 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3112856.000000 Penalty: 5087.868652
	Iteration 21Q: 3 clusters Score -3112856 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3112879.250000 Penalty: 5087.868652
	Iteration 22Q: 3 clusters Score -3112879 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -3112887.750000 Penalty: 5087.868652
	Iteration 23Q: 3 clusters Score -3112888 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -3112892.000000 Penalty: 5087.868652
	Iteration 24Q: 3 clusters Score -3112892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3112890.500000 Penalty: 5087.868652
	Iteration 25Q: 3 clusters Score -3112890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3112893.250000 Penalty: 5087.868652
	Iteration 26Q: 3 clusters Score -3112893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3112904.000000 Penalty: 5087.868652
	Iteration 27Q: 3 clusters Score -3112904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3112915.250000 Penalty: 5087.868652
	Iteration 28Q: 3 clusters Score -3112915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3112927.750000 Penalty: 5087.868652
	Iteration 29Q: 3 clusters Score -3112928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -3112931.250000 Penalty: 5087.868652
	Iteration 30Q: 3 clusters Score -3112931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3112936.250000 Penalty: 5087.868652
	Iteration 31Q: 3 clusters Score -3112936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -3112937.500000 Penalty: 5087.868652
	Iteration 32Q: 3 clusters Score -3112938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3112937.500000 Penalty: 5087.868652
	Iteration 33Q: 3 clusters Score -3112938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3112938.500000 Penalty: 5087.868652
	Iteration 34Q: 3 clusters Score -3112938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3112945.250000 Penalty: 5087.868652
	Iteration 35Q: 3 clusters Score -3112945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3112945.500000 Penalty: 5087.868652
	Iteration 36Q: 3 clusters Score -3112946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -3112949.250000 Penalty: 5087.868652
	Iteration 37Q: 3 clusters Score -3112949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3112947.000000 Penalty: 5087.868652
	Iteration 38Q: 3 clusters Score -3112947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -3112945.250000 Penalty: 5087.868652
	Iteration 39Q: 3 clusters Score -3112945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3112945.500000 Penalty: 5087.868652
	Iteration 40F: 3 clusters Score -3112946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3112941.000000 Penalty: 5087.868652
	Iteration 41Q: 3 clusters Score -3112941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -3112936.750000 Penalty: 5087.868652
	Iteration 42Q: 3 clusters Score -3112937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -3112945.250000 Penalty: 5087.868652
	Iteration 43Q: 3 clusters Score -3112945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -3112945.000000 Penalty: 5087.868652
	Iteration 44Q: 3 clusters Score -3112945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3112943.000000 Penalty: 5087.868652
	Iteration 45Q: 3 clusters Score -3112943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3112947.250000 Penalty: 5087.868652
	Iteration 46Q: 3 clusters Score -3112947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3112949.250000 Penalty: 5087.868652
	Iteration 47Q: 3 clusters Score -3112949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3112947.750000 Penalty: 5087.868652
	Iteration 48Q: 3 clusters Score -3112948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3112947.750000 Penalty: 5087.868652
	Iteration 49F: 3 clusters Score -3112948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94574 members 
Entering Unmasked Estep 
Score: -10594151.000000 Penalty: 2841.370117
	Iteration 0F: 2 clusters Score -1.059415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -10530471.000000 Penalty: 5682.740234
	Iteration 0F: 3 clusters Score -1.053047e+07 nChanged 44906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -10556462.000000 Penalty: 5682.740234
	Iteration 1F: 3 clusters Score -1.055646e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -10557649.000000 Penalty: 5682.740234
	Iteration 2Q: 3 clusters Score -1.055765e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -10559405.000000 Penalty: 5682.740234
	Iteration 3Q: 3 clusters Score -1.05594e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -10561971.000000 Penalty: 5682.740234
	Iteration 4Q: 3 clusters Score -1.056197e+07 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -10565332.000000 Penalty: 5682.740234
	Iteration 5F: 3 clusters Score -1.056533e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -10569258.000000 Penalty: 5682.740234
	Iteration 6F: 3 clusters Score -1.056926e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -10573619.000000 Penalty: 5682.740234
	Iteration 7F: 3 clusters Score -1.057362e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -10577836.000000 Penalty: 5682.740234
	Iteration 8F: 3 clusters Score -1.057784e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -10580605.000000 Penalty: 5682.740234
	Iteration 9F: 3 clusters Score -1.05806e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -10581981.000000 Penalty: 5682.740234
	Iteration 10Q: 3 clusters Score -1.058198e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -10582778.000000 Penalty: 5682.740234
	Iteration 11Q: 3 clusters Score -1.058278e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -10583227.000000 Penalty: 5682.740234
	Iteration 12Q: 3 clusters Score -1.058323e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -10583603.000000 Penalty: 5682.740234
	Iteration 13Q: 3 clusters Score -1.05836e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -10583883.000000 Penalty: 5682.740234
	Iteration 14Q: 3 clusters Score -1.058388e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -10584148.000000 Penalty: 5682.740234
	Iteration 15Q: 3 clusters Score -1.058415e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -10584319.000000 Penalty: 5682.740234
	Iteration 16Q: 3 clusters Score -1.058432e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -10584491.000000 Penalty: 5682.740234
	Iteration 17Q: 3 clusters Score -1.058449e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -10584670.000000 Penalty: 5682.740234
	Iteration 18Q: 3 clusters Score -1.058467e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57230 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -10584774.000000 Penalty: 5682.740234
	Iteration 19Q: 3 clusters Score -1.058477e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -10584882.000000 Penalty: 5682.740234
	Iteration 20F: 3 clusters Score -1.058488e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -10585007.000000 Penalty: 5682.740234
	Iteration 21Q: 3 clusters Score -1.058501e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59081 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -10585089.000000 Penalty: 5682.740234
	Iteration 22Q: 3 clusters Score -1.058509e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -10585153.000000 Penalty: 5682.740234
	Iteration 23Q: 3 clusters Score -1.058515e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -10585260.000000 Penalty: 5682.740234
	Iteration 24Q: 3 clusters Score -1.058526e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61011 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -10585346.000000 Penalty: 5682.740234
	Iteration 25Q: 3 clusters Score -1.058535e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -10585508.000000 Penalty: 5682.740234
	Iteration 26Q: 3 clusters Score -1.058551e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62559 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -10585589.000000 Penalty: 5682.740234
	Iteration 27Q: 3 clusters Score -1.058559e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63380 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -10585734.000000 Penalty: 5682.740234
	Iteration 28Q: 3 clusters Score -1.058573e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -10585890.000000 Penalty: 5682.740234
	Iteration 29Q: 3 clusters Score -1.058589e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65071 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -10586048.000000 Penalty: 5682.740234
	Iteration 30Q: 3 clusters Score -1.058605e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65956 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -10586209.000000 Penalty: 5682.740234
	Iteration 31Q: 3 clusters Score -1.058621e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66852 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -10586335.000000 Penalty: 5682.740234
	Iteration 32Q: 3 clusters Score -1.058634e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67780 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -10586496.000000 Penalty: 5682.740234
	Iteration 33Q: 3 clusters Score -1.05865e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68698 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -10586678.000000 Penalty: 5682.740234
	Iteration 34Q: 3 clusters Score -1.058668e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69643 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -10586830.000000 Penalty: 5682.740234
	Iteration 35Q: 3 clusters Score -1.058683e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -10587097.000000 Penalty: 5682.740234
	Iteration 36Q: 3 clusters Score -1.05871e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71768 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -10587450.000000 Penalty: 5682.740234
	Iteration 37Q: 3 clusters Score -1.058745e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72893 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -10587766.000000 Penalty: 5682.740234
	Iteration 38Q: 3 clusters Score -1.058777e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74058 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -10588234.000000 Penalty: 5682.740234
	Iteration 39Q: 3 clusters Score -1.058823e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -10588836.000000 Penalty: 5682.740234
	Iteration 40F: 3 clusters Score -1.058884e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76480 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -10589477.000000 Penalty: 5682.740234
	Iteration 41Q: 3 clusters Score -1.058948e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -10590335.000000 Penalty: 5682.740234
	Iteration 42Q: 3 clusters Score -1.059034e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78708 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -10591297.000000 Penalty: 5682.740234
	Iteration 43Q: 3 clusters Score -1.05913e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79641 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -10592206.000000 Penalty: 5682.740234
	Iteration 44Q: 3 clusters Score -1.059221e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80400 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -10592899.000000 Penalty: 5682.740234
	Iteration 45Q: 3 clusters Score -1.05929e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80979 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -10593306.000000 Penalty: 5682.740234
	Iteration 46Q: 3 clusters Score -1.059331e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81439 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -10593526.000000 Penalty: 5682.740234
	Iteration 47Q: 3 clusters Score -1.059353e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81798 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -10593577.000000 Penalty: 5682.740234
	Iteration 48Q: 3 clusters Score -1.059358e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -10593644.000000 Penalty: 5682.740234
	Iteration 49Q: 3 clusters Score -1.059364e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82344 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -10593654.000000 Penalty: 5682.740234
	Iteration 50Q: 3 clusters Score -1.059365e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -10593690.000000 Penalty: 5682.740234
	Iteration 51Q: 3 clusters Score -1.059369e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82711 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -10593695.000000 Penalty: 5682.740234
	Iteration 52Q: 3 clusters Score -1.05937e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82856 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -10593690.000000 Penalty: 5682.740234
	Iteration 53Q: 3 clusters Score -1.059369e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82983 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -10593700.000000 Penalty: 5682.740234
	Iteration 54Q: 3 clusters Score -1.05937e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83080 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -10593708.000000 Penalty: 5682.740234
	Iteration 55Q: 3 clusters Score -1.059371e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83166 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -10593694.000000 Penalty: 5682.740234
	Iteration 56Q: 3 clusters Score -1.059369e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83249 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -10593726.000000 Penalty: 5682.740234
	Iteration 57Q: 3 clusters Score -1.059373e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -10593737.000000 Penalty: 5682.740234
	Iteration 58Q: 3 clusters Score -1.059374e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83388 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -10593731.000000 Penalty: 5682.740234
	Iteration 59Q: 3 clusters Score -1.059373e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83448 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -10593745.000000 Penalty: 5682.740234
	Iteration 60F: 3 clusters Score -1.059374e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -10593743.000000 Penalty: 5682.740234
	Iteration 61Q: 3 clusters Score -1.059374e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83549 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -10593738.000000 Penalty: 5682.740234
	Iteration 62Q: 3 clusters Score -1.059374e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83580 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -10593735.000000 Penalty: 5682.740234
	Iteration 63Q: 3 clusters Score -1.059374e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -10593731.000000 Penalty: 5682.740234
	Iteration 64Q: 3 clusters Score -1.059373e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83633 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -10593745.000000 Penalty: 5682.740234
	Iteration 65Q: 3 clusters Score -1.059374e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83667 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -10593726.000000 Penalty: 5682.740234
	Iteration 66Q: 3 clusters Score -1.059373e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -10593728.000000 Penalty: 5682.740234
	Iteration 67Q: 3 clusters Score -1.059373e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -10593725.000000 Penalty: 5682.740234
	Iteration 68Q: 3 clusters Score -1.059372e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83749 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -10593721.000000 Penalty: 5682.740234
	Iteration 69Q: 3 clusters Score -1.059372e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83775 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -10593739.000000 Penalty: 5682.740234
	Iteration 70Q: 3 clusters Score -1.059374e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83802 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -10593737.000000 Penalty: 5682.740234
	Iteration 71Q: 3 clusters Score -1.059374e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83820 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -10593734.000000 Penalty: 5682.740234
	Iteration 72Q: 3 clusters Score -1.059373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -10593750.000000 Penalty: 5682.740234
	Iteration 73Q: 3 clusters Score -1.059375e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83858 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -10593747.000000 Penalty: 5682.740234
	Iteration 74Q: 3 clusters Score -1.059375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83868 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -10593740.000000 Penalty: 5682.740234
	Iteration 75Q: 3 clusters Score -1.059374e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83880 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -10593749.000000 Penalty: 5682.740234
	Iteration 76Q: 3 clusters Score -1.059375e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -10593743.000000 Penalty: 5682.740234
	Iteration 77Q: 3 clusters Score -1.059374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83895 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -10593741.000000 Penalty: 5682.740234
	Iteration 78Q: 3 clusters Score -1.059374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83903 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -10593745.000000 Penalty: 5682.740234
	Iteration 79Q: 3 clusters Score -1.059374e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83912 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -10593749.000000 Penalty: 5682.740234
	Iteration 80F: 3 clusters Score -1.059375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83923 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -10593748.000000 Penalty: 5682.740234
	Iteration 81Q: 3 clusters Score -1.059375e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -10593733.000000 Penalty: 5682.740234
	Iteration 82Q: 3 clusters Score -1.059373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83943 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -10593747.000000 Penalty: 5682.740234
	Iteration 83Q: 3 clusters Score -1.059375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83952 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -10593750.000000 Penalty: 5682.740234
	Iteration 84Q: 3 clusters Score -1.059375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83962 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -10593748.000000 Penalty: 5682.740234
	Iteration 85Q: 3 clusters Score -1.059375e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -10593750.000000 Penalty: 5682.740234
	Iteration 86Q: 3 clusters Score -1.059375e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -10593749.000000 Penalty: 5682.740234
	Iteration 87Q: 3 clusters Score -1.059375e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -10593743.000000 Penalty: 5682.740234
	Iteration 88Q: 3 clusters Score -1.059374e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84016 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -10593751.000000 Penalty: 5682.740234
	Iteration 89Q: 3 clusters Score -1.059375e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84025 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -10593747.000000 Penalty: 5682.740234
	Iteration 90Q: 3 clusters Score -1.059375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84033 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -10593752.000000 Penalty: 5682.740234
	Iteration 91Q: 3 clusters Score -1.059375e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84035 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -10593763.000000 Penalty: 5682.740234
	Iteration 92Q: 3 clusters Score -1.059376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -10593764.000000 Penalty: 5682.740234
	Iteration 93Q: 3 clusters Score -1.059376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84040 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -10593762.000000 Penalty: 5682.740234
	Iteration 94Q: 3 clusters Score -1.059376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -10593764.000000 Penalty: 5682.740234
	Iteration 95Q: 3 clusters Score -1.059376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84046 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -10593765.000000 Penalty: 5682.740234
	Iteration 96Q: 3 clusters Score -1.059376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84050 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -10593768.000000 Penalty: 5682.740234
	Iteration 97Q: 3 clusters Score -1.059377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -10593769.000000 Penalty: 5682.740234
	Iteration 98Q: 3 clusters Score -1.059377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84062 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -10593771.000000 Penalty: 5682.740234
	Iteration 99Q: 3 clusters Score -1.059377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -10593769.000000 Penalty: 5682.740234
	Iteration 100F: 3 clusters Score -1.059377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84076 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -10593756.000000 Penalty: 5682.740234
	Iteration 101Q: 3 clusters Score -1.059376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84082 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -10593743.000000 Penalty: 5682.740234
	Iteration 102Q: 3 clusters Score -1.059374e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84099 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -10593756.000000 Penalty: 5682.740234
	Iteration 103Q: 3 clusters Score -1.059376e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -10593762.000000 Penalty: 5682.740234
	Iteration 104Q: 3 clusters Score -1.059376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84134 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -10593772.000000 Penalty: 5682.740234
	Iteration 105Q: 3 clusters Score -1.059377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84147 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -10593769.000000 Penalty: 5682.740234
	Iteration 106Q: 3 clusters Score -1.059377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84156 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -10593765.000000 Penalty: 5682.740234
	Iteration 107Q: 3 clusters Score -1.059376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84168 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -10593754.000000 Penalty: 5682.740234
	Iteration 108Q: 3 clusters Score -1.059375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84180 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -10593757.000000 Penalty: 5682.740234
	Iteration 109Q: 3 clusters Score -1.059376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -10593781.000000 Penalty: 5682.740234
	Iteration 110Q: 3 clusters Score -1.059378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -10593778.000000 Penalty: 5682.740234
	Iteration 111Q: 3 clusters Score -1.059378e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84227 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -10593776.000000 Penalty: 5682.740234
	Iteration 112Q: 3 clusters Score -1.059378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -10593779.000000 Penalty: 5682.740234
	Iteration 113Q: 3 clusters Score -1.059378e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84249 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -10593774.000000 Penalty: 5682.740234
	Iteration 114Q: 3 clusters Score -1.059377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84260 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -10593772.000000 Penalty: 5682.740234
	Iteration 115Q: 3 clusters Score -1.059377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84267 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -10593776.000000 Penalty: 5682.740234
	Iteration 116Q: 3 clusters Score -1.059378e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84274 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -10593776.000000 Penalty: 5682.740234
	Iteration 117Q: 3 clusters Score -1.059378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -10593774.000000 Penalty: 5682.740234
	Iteration 118Q: 3 clusters Score -1.059377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84289 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -10593768.000000 Penalty: 5682.740234
	Iteration 119Q: 3 clusters Score -1.059377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84295 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -10593770.000000 Penalty: 5682.740234
	Iteration 120F: 3 clusters Score -1.059377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84305 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -10593774.000000 Penalty: 5682.740234
	Iteration 121Q: 3 clusters Score -1.059377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84311 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -10593777.000000 Penalty: 5682.740234
	Iteration 122Q: 3 clusters Score -1.059378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84315 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -10593774.000000 Penalty: 5682.740234
	Iteration 123Q: 3 clusters Score -1.059377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84319 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -10593780.000000 Penalty: 5682.740234
	Iteration 124Q: 3 clusters Score -1.059378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84320 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -10593774.000000 Penalty: 5682.740234
	Iteration 125Q: 3 clusters Score -1.059377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84321 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -10593775.000000 Penalty: 5682.740234
	Iteration 126Q: 3 clusters Score -1.059378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -10593775.000000 Penalty: 5682.740234
	Iteration 127Q: 3 clusters Score -1.059378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84324 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -10593769.000000 Penalty: 5682.740234
	Iteration 128Q: 3 clusters Score -1.059377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -10593770.000000 Penalty: 5682.740234
	Iteration 129Q: 3 clusters Score -1.059377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -10593784.000000 Penalty: 5682.740234
	Iteration 130Q: 3 clusters Score -1.059378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -10593771.000000 Penalty: 5682.740234
	Iteration 131Q: 3 clusters Score -1.059377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84335 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -10593780.000000 Penalty: 5682.740234
	Iteration 132Q: 3 clusters Score -1.059378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84338 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -10593780.000000 Penalty: 5682.740234
	Iteration 133Q: 3 clusters Score -1.059378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84341 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -10593769.000000 Penalty: 5682.740234
	Iteration 134Q: 3 clusters Score -1.059377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -10593775.000000 Penalty: 5682.740234
	Iteration 135Q: 3 clusters Score -1.059378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84346 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -10593774.000000 Penalty: 5682.740234
	Iteration 136Q: 3 clusters Score -1.059377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84348 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -10593771.000000 Penalty: 5682.740234
	Iteration 137Q: 3 clusters Score -1.059377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84350 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -10593779.000000 Penalty: 5682.740234
	Iteration 138Q: 3 clusters Score -1.059378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84351 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -10593772.000000 Penalty: 5682.740234
	Iteration 139Q: 3 clusters Score -1.059377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84354 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -10593768.000000 Penalty: 5682.740234
	Iteration 140F: 3 clusters Score -1.059377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84357 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -10593766.000000 Penalty: 5682.740234
	Iteration 141Q: 3 clusters Score -1.059377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84360 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -10593772.000000 Penalty: 5682.740234
	Iteration 142Q: 3 clusters Score -1.059377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -10593762.000000 Penalty: 5682.740234
	Iteration 143Q: 3 clusters Score -1.059376e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -10593762.000000 Penalty: 5682.740234
	Iteration 144F: 3 clusters Score -1.059376e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -303112.906250 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -303112.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -300012.812500 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -300012.8 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -300599.187500 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -300599.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -300728.781250 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -300728.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -300800.718750 Penalty: 3927.820312
	Iteration 3Q: 3 clusters Score -300800.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -300853.031250 Penalty: 3927.820312
	Iteration 4Q: 3 clusters Score -300853 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -300893.781250 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -300893.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -300931.312500 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -300931.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -300956.562500 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -300956.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -300983.406250 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -300983.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -301007.625000 Penalty: 3927.820312
	Iteration 9Q: 3 clusters Score -301007.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -301030.531250 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -301030.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -301054.312500 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -301054.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -301068.593750 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -301068.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -301083.906250 Penalty: 3927.820312
	Iteration 13Q: 3 clusters Score -301083.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -301101.093750 Penalty: 3927.820312
	Iteration 14Q: 3 clusters Score -301101.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -301124.906250 Penalty: 3927.820312
	Iteration 15Q: 3 clusters Score -301124.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -301145.875000 Penalty: 3927.820312
	Iteration 16Q: 3 clusters Score -301145.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -301169.812500 Penalty: 3927.820312
	Iteration 17Q: 3 clusters Score -301169.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -301188.593750 Penalty: 3927.820312
	Iteration 18Q: 3 clusters Score -301188.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -301217.625000 Penalty: 3927.820312
	Iteration 19Q: 3 clusters Score -301217.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -301250.625000 Penalty: 3927.820312
	Iteration 20F: 3 clusters Score -301250.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -301279.343750 Penalty: 3927.820312
	Iteration 21Q: 3 clusters Score -301279.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -301304.687500 Penalty: 3927.820312
	Iteration 22Q: 3 clusters Score -301304.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -301338.750000 Penalty: 3927.820312
	Iteration 23Q: 3 clusters Score -301338.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -301373.625000 Penalty: 3927.820312
	Iteration 24Q: 3 clusters Score -301373.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -301411.156250 Penalty: 3927.820312
	Iteration 25Q: 3 clusters Score -301411.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -301456.968750 Penalty: 3927.820312
	Iteration 26Q: 3 clusters Score -301457 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -301516.593750 Penalty: 3927.820312
	Iteration 27Q: 3 clusters Score -301516.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -301607.406250 Penalty: 3927.820312
	Iteration 28Q: 3 clusters Score -301607.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -301748.000000 Penalty: 3927.820312
	Iteration 29Q: 3 clusters Score -301748 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -301950.937500 Penalty: 3927.820312
	Iteration 30Q: 3 clusters Score -301950.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -302164.906250 Penalty: 3927.820312
	Iteration 31Q: 3 clusters Score -302164.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -302365.906250 Penalty: 3927.820312
	Iteration 32Q: 3 clusters Score -302365.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -302497.000000 Penalty: 3927.820312
	Iteration 33Q: 3 clusters Score -302497 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -302521.906250 Penalty: 3927.820312
	Iteration 34Q: 3 clusters Score -302521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -302526.937500 Penalty: 3927.820312
	Iteration 35Q: 3 clusters Score -302526.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -302529.656250 Penalty: 3927.820312
	Iteration 36Q: 3 clusters Score -302529.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -302530.281250 Penalty: 3927.820312
	Iteration 37Q: 3 clusters Score -302530.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -302530.281250 Penalty: 3927.820312
	Iteration 38F: 3 clusters Score -302530.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Entering Unmasked Estep 
Score: -2778334.500000 Penalty: 2526.714844
	Iteration 0F: 2 clusters Score -2778334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -2759982.000000 Penalty: 5053.429688
	Iteration 0F: 3 clusters Score -2759982 nChanged 11871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -2766342.000000 Penalty: 5053.429688
	Iteration 1F: 3 clusters Score -2766342 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2766806.500000 Penalty: 5053.429688
	Iteration 2F: 3 clusters Score -2766806 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2767171.500000 Penalty: 5053.429688
	Iteration 3Q: 3 clusters Score -2767172 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2767510.000000 Penalty: 5053.429688
	Iteration 4Q: 3 clusters Score -2767510 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2767812.750000 Penalty: 5053.429688
	Iteration 5Q: 3 clusters Score -2767813 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2768171.500000 Penalty: 5053.429688
	Iteration 6Q: 3 clusters Score -2768172 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2768595.250000 Penalty: 5053.429688
	Iteration 7Q: 3 clusters Score -2768595 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2769162.500000 Penalty: 5053.429688
	Iteration 8Q: 3 clusters Score -2769162 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2769892.000000 Penalty: 5053.429688
	Iteration 9Q: 3 clusters Score -2769892 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2770811.250000 Penalty: 5053.429688
	Iteration 10F: 3 clusters Score -2770811 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2771869.000000 Penalty: 5053.429688
	Iteration 11F: 3 clusters Score -2771869 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2773044.500000 Penalty: 5053.429688
	Iteration 12F: 3 clusters Score -2773044 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2774127.500000 Penalty: 5053.429688
	Iteration 13Q: 3 clusters Score -2774128 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2774934.500000 Penalty: 5053.429688
	Iteration 14Q: 3 clusters Score -2774934 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2775432.500000 Penalty: 5053.429688
	Iteration 15Q: 3 clusters Score -2775432 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2775711.500000 Penalty: 5053.429688
	Iteration 16Q: 3 clusters Score -2775712 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2775854.000000 Penalty: 5053.429688
	Iteration 17Q: 3 clusters Score -2775854 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2775941.000000 Penalty: 5053.429688
	Iteration 18Q: 3 clusters Score -2775941 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2776002.000000 Penalty: 5053.429688
	Iteration 19Q: 3 clusters Score -2776002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2776051.750000 Penalty: 5053.429688
	Iteration 20F: 3 clusters Score -2776052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2776080.750000 Penalty: 5053.429688
	Iteration 21Q: 3 clusters Score -2776081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2776096.750000 Penalty: 5053.429688
	Iteration 22Q: 3 clusters Score -2776097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2776105.000000 Penalty: 5053.429688
	Iteration 23Q: 3 clusters Score -2776105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2776114.250000 Penalty: 5053.429688
	Iteration 24Q: 3 clusters Score -2776114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2776120.250000 Penalty: 5053.429688
	Iteration 25Q: 3 clusters Score -2776120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2776128.000000 Penalty: 5053.429688
	Iteration 26Q: 3 clusters Score -2776128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2776138.750000 Penalty: 5053.429688
	Iteration 27Q: 3 clusters Score -2776139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2776143.750000 Penalty: 5053.429688
	Iteration 28Q: 3 clusters Score -2776144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2776150.000000 Penalty: 5053.429688
	Iteration 29Q: 3 clusters Score -2776150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2776156.250000 Penalty: 5053.429688
	Iteration 30Q: 3 clusters Score -2776156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2776154.750000 Penalty: 5053.429688
	Iteration 31Q: 3 clusters Score -2776155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2776157.000000 Penalty: 5053.429688
	Iteration 32Q: 3 clusters Score -2776157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2776157.750000 Penalty: 5053.429688
	Iteration 33Q: 3 clusters Score -2776158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2776157.750000 Penalty: 5053.429688
	Iteration 34F: 3 clusters Score -2776158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -38266.453125 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -38266.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36801.722656 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -36801.72 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37089.230469 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -37089.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37303.117188 Penalty: 3033.482422
	Iteration 2F: 3 clusters Score -37303.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37385.988281 Penalty: 3033.482422
	Iteration 3Q: 3 clusters Score -37385.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -37433.726562 Penalty: 3033.482422
	Iteration 4Q: 3 clusters Score -37433.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37451.250000 Penalty: 3033.482422
	Iteration 5Q: 3 clusters Score -37451.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37465.519531 Penalty: 3033.482422
	Iteration 6Q: 3 clusters Score -37465.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37478.386719 Penalty: 3033.482422
	Iteration 7Q: 3 clusters Score -37478.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37494.746094 Penalty: 3033.482422
	Iteration 8Q: 3 clusters Score -37494.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -37494.746094 Penalty: 3033.482422
	Iteration 9F: 3 clusters Score -37494.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Entering Unmasked Estep 
Score: -1236265.625000 Penalty: 2303.388672
	Iteration 0F: 2 clusters Score -1236266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1228065.625000 Penalty: 4606.777344
	Iteration 0F: 3 clusters Score -1228066 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1230352.500000 Penalty: 4606.777344
	Iteration 1F: 3 clusters Score -1230352 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1230658.000000 Penalty: 4606.777344
	Iteration 2F: 3 clusters Score -1230658 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1230961.750000 Penalty: 4606.777344
	Iteration 3F: 3 clusters Score -1230962 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1231244.125000 Penalty: 4606.777344
	Iteration 4Q: 3 clusters Score -1231244 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1231569.750000 Penalty: 4606.777344
	Iteration 5Q: 3 clusters Score -1231570 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1231973.750000 Penalty: 4606.777344
	Iteration 6F: 3 clusters Score -1231974 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1232469.125000 Penalty: 4606.777344
	Iteration 7F: 3 clusters Score -1232469 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1233143.000000 Penalty: 4606.777344
	Iteration 8F: 3 clusters Score -1233143 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1233785.125000 Penalty: 4606.777344
	Iteration 9F: 3 clusters Score -1233785 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1234347.250000 Penalty: 4606.777344
	Iteration 10F: 3 clusters Score -1234347 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1234747.250000 Penalty: 4606.777344
	Iteration 11Q: 3 clusters Score -1234747 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1234948.625000 Penalty: 4606.777344
	Iteration 12Q: 3 clusters Score -1234949 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1235055.500000 Penalty: 4606.777344
	Iteration 13Q: 3 clusters Score -1235056 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1235103.500000 Penalty: 4606.777344
	Iteration 14Q: 3 clusters Score -1235104 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1235121.250000 Penalty: 4606.777344
	Iteration 15Q: 3 clusters Score -1235121 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1235131.125000 Penalty: 4606.777344
	Iteration 16Q: 3 clusters Score -1235131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1235138.250000 Penalty: 4606.777344
	Iteration 17Q: 3 clusters Score -1235138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1235144.625000 Penalty: 4606.777344
	Iteration 18Q: 3 clusters Score -1235145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1235141.375000 Penalty: 4606.777344
	Iteration 19Q: 3 clusters Score -1235141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1235149.500000 Penalty: 4606.777344
	Iteration 20F: 3 clusters Score -1235150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1235153.000000 Penalty: 4606.777344
	Iteration 21Q: 3 clusters Score -1235153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1235152.125000 Penalty: 4606.777344
	Iteration 22Q: 3 clusters Score -1235152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1235152.875000 Penalty: 4606.777344
	Iteration 23Q: 3 clusters Score -1235153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1235154.250000 Penalty: 4606.777344
	Iteration 24Q: 3 clusters Score -1235154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1235154.250000 Penalty: 4606.777344
	Iteration 25Q: 3 clusters Score -1235154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1235154.875000 Penalty: 4606.777344
	Iteration 26Q: 3 clusters Score -1235155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1235154.875000 Penalty: 4606.777344
	Iteration 27F: 3 clusters Score -1235155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151944 members 
Entering Unmasked Estep 
Score: -17040546.000000 Penalty: 2958.954346
	Iteration 0F: 2 clusters Score -1.704055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75977 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -16939250.000000 Penalty: 5917.908691
	Iteration 0F: 3 clusters Score -1.693925e+07 nChanged 72636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74875 members 
Mstep: Class 2 contains 77069 members 
Entering Unmasked Estep 
Score: -16981856.000000 Penalty: 5917.908691
	Iteration 1F: 3 clusters Score -1.698186e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74089 members 
Mstep: Class 2 contains 77855 members 
Entering Unmasked Estep 
Score: -16982802.000000 Penalty: 5917.908691
	Iteration 2Q: 3 clusters Score -1.69828e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72873 members 
Mstep: Class 2 contains 79071 members 
Entering Unmasked Estep 
Score: -16983900.000000 Penalty: 5917.908691
	Iteration 3Q: 3 clusters Score -1.69839e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71002 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -16985258.000000 Penalty: 5917.908691
	Iteration 4Q: 3 clusters Score -1.698526e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 83748 members 
Entering Unmasked Estep 
Score: -16986798.000000 Penalty: 5917.908691
	Iteration 5Q: 3 clusters Score -1.69868e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63976 members 
Mstep: Class 2 contains 87968 members 
Entering Unmasked Estep 
Score: -16988882.000000 Penalty: 5917.908691
	Iteration 6Q: 3 clusters Score -1.698888e+07 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57929 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -16992316.000000 Penalty: 5917.908691
	Iteration 7Q: 3 clusters Score -1.699232e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 102269 members 
Entering Unmasked Estep 
Score: -16997682.000000 Penalty: 5917.908691
	Iteration 8F: 3 clusters Score -1.699768e+07 nChanged 10659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 112608 members 
Entering Unmasked Estep 
Score: -17006136.000000 Penalty: 5917.908691
	Iteration 9F: 3 clusters Score -1.700614e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 123595 members 
Entering Unmasked Estep 
Score: -17016182.000000 Penalty: 5917.908691
	Iteration 10F: 3 clusters Score -1.701618e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 132951 members 
Entering Unmasked Estep 
Score: -17024766.000000 Penalty: 5917.908691
	Iteration 11F: 3 clusters Score -1.702477e+07 nChanged 6537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 139448 members 
Entering Unmasked Estep 
Score: -17030524.000000 Penalty: 5917.908691
	Iteration 12Q: 3 clusters Score -1.703052e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 143676 members 
Entering Unmasked Estep 
Score: -17034152.000000 Penalty: 5917.908691
	Iteration 13Q: 3 clusters Score -1.703415e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 146341 members 
Entering Unmasked Estep 
Score: -17036034.000000 Penalty: 5917.908691
	Iteration 14Q: 3 clusters Score -1.703603e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 148040 members 
Entering Unmasked Estep 
Score: -17037092.000000 Penalty: 5917.908691
	Iteration 15Q: 3 clusters Score -1.703709e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 149153 members 
Entering Unmasked Estep 
Score: -17037756.000000 Penalty: 5917.908691
	Iteration 16Q: 3 clusters Score -1.703776e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 149798 members 
Entering Unmasked Estep 
Score: -17038142.000000 Penalty: 5917.908691
	Iteration 17Q: 3 clusters Score -1.703814e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 150220 members 
Entering Unmasked Estep 
Score: -17038302.000000 Penalty: 5917.908691
	Iteration 18Q: 3 clusters Score -1.70383e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 150450 members 
Entering Unmasked Estep 
Score: -17038416.000000 Penalty: 5917.908691
	Iteration 19Q: 3 clusters Score -1.703842e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 150575 members 
Entering Unmasked Estep 
Score: -17038450.000000 Penalty: 5917.908691
	Iteration 20F: 3 clusters Score -1.703845e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 150676 members 
Entering Unmasked Estep 
Score: -17038484.000000 Penalty: 5917.908691
	Iteration 21Q: 3 clusters Score -1.703848e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 150767 members 
Entering Unmasked Estep 
Score: -17038530.000000 Penalty: 5917.908691
	Iteration 22Q: 3 clusters Score -1.703853e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 150824 members 
Entering Unmasked Estep 
Score: -17038546.000000 Penalty: 5917.908691
	Iteration 23Q: 3 clusters Score -1.703855e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 150871 members 
Entering Unmasked Estep 
Score: -17038566.000000 Penalty: 5917.908691
	Iteration 24Q: 3 clusters Score -1.703857e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 150896 members 
Entering Unmasked Estep 
Score: -17038576.000000 Penalty: 5917.908691
	Iteration 25Q: 3 clusters Score -1.703858e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 150918 members 
Entering Unmasked Estep 
Score: -17038578.000000 Penalty: 5917.908691
	Iteration 26Q: 3 clusters Score -1.703858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 150935 members 
Entering Unmasked Estep 
Score: -17038576.000000 Penalty: 5917.908691
	Iteration 27Q: 3 clusters Score -1.703858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 150951 members 
Entering Unmasked Estep 
Score: -17038570.000000 Penalty: 5917.908691
	Iteration 28Q: 3 clusters Score -1.703857e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 150963 members 
Entering Unmasked Estep 
Score: -17038582.000000 Penalty: 5917.908691
	Iteration 29Q: 3 clusters Score -1.703858e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 150973 members 
Entering Unmasked Estep 
Score: -17038586.000000 Penalty: 5917.908691
	Iteration 30Q: 3 clusters Score -1.703859e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 150976 members 
Entering Unmasked Estep 
Score: -17038592.000000 Penalty: 5917.908691
	Iteration 31Q: 3 clusters Score -1.703859e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 150983 members 
Entering Unmasked Estep 
Score: -17038584.000000 Penalty: 5917.908691
	Iteration 32Q: 3 clusters Score -1.703858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 150989 members 
Entering Unmasked Estep 
Score: -17038580.000000 Penalty: 5917.908691
	Iteration 33Q: 3 clusters Score -1.703858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 150994 members 
Entering Unmasked Estep 
Score: -17038590.000000 Penalty: 5917.908691
	Iteration 34Q: 3 clusters Score -1.703859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 150997 members 
Entering Unmasked Estep 
Score: -17038592.000000 Penalty: 5917.908691
	Iteration 35Q: 3 clusters Score -1.703859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 151000 members 
Entering Unmasked Estep 
Score: -17038594.000000 Penalty: 5917.908691
	Iteration 36Q: 3 clusters Score -1.703859e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 150998 members 
Entering Unmasked Estep 
Score: -17038596.000000 Penalty: 5917.908691
	Iteration 37Q: 3 clusters Score -1.70386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 150998 members 
Entering Unmasked Estep 
Score: -17038596.000000 Penalty: 5917.908691
	Iteration 38F: 3 clusters Score -1.70386e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Entering Unmasked Estep 
Score: -386462.093750 Penalty: 2044.659912
	Iteration 0F: 2 clusters Score -386462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -382709.656250 Penalty: 4089.319824
	Iteration 0F: 3 clusters Score -382709.7 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -383529.218750 Penalty: 4089.319824
	Iteration 1F: 3 clusters Score -383529.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -383688.250000 Penalty: 4089.319824
	Iteration 2F: 3 clusters Score -383688.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -383772.750000 Penalty: 4089.319824
	Iteration 3Q: 3 clusters Score -383772.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -383839.281250 Penalty: 4089.319824
	Iteration 4Q: 3 clusters Score -383839.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -383880.437500 Penalty: 4089.319824
	Iteration 5Q: 3 clusters Score -383880.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -383924.500000 Penalty: 4089.319824
	Iteration 6Q: 3 clusters Score -383924.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -383957.906250 Penalty: 4089.319824
	Iteration 7Q: 3 clusters Score -383957.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -383987.125000 Penalty: 4089.319824
	Iteration 8Q: 3 clusters Score -383987.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -384006.218750 Penalty: 4089.319824
	Iteration 9Q: 3 clusters Score -384006.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -384020.593750 Penalty: 4089.319824
	Iteration 10Q: 3 clusters Score -384020.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -384036.312500 Penalty: 4089.319824
	Iteration 11Q: 3 clusters Score -384036.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -384051.000000 Penalty: 4089.319824
	Iteration 12Q: 3 clusters Score -384051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -384062.781250 Penalty: 4089.319824
	Iteration 13Q: 3 clusters Score -384062.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -384072.156250 Penalty: 4089.319824
	Iteration 14Q: 3 clusters Score -384072.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -384079.656250 Penalty: 4089.319824
	Iteration 15Q: 3 clusters Score -384079.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -384085.125000 Penalty: 4089.319824
	Iteration 16Q: 3 clusters Score -384085.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -384087.781250 Penalty: 4089.319824
	Iteration 17Q: 3 clusters Score -384087.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -384090.156250 Penalty: 4089.319824
	Iteration 18Q: 3 clusters Score -384090.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -384093.843750 Penalty: 4089.319824
	Iteration 19Q: 3 clusters Score -384093.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -384097.093750 Penalty: 4089.319824
	Iteration 20F: 3 clusters Score -384097.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -384100.062500 Penalty: 4089.319824
	Iteration 21Q: 3 clusters Score -384100.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -384102.437500 Penalty: 4089.319824
	Iteration 22Q: 3 clusters Score -384102.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -384103.875000 Penalty: 4089.319824
	Iteration 23Q: 3 clusters Score -384103.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -384105.375000 Penalty: 4089.319824
	Iteration 24Q: 3 clusters Score -384105.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -384107.781250 Penalty: 4089.319824
	Iteration 25Q: 3 clusters Score -384107.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -384110.968750 Penalty: 4089.319824
	Iteration 26Q: 3 clusters Score -384111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -384113.843750 Penalty: 4089.319824
	Iteration 27Q: 3 clusters Score -384113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -384115.687500 Penalty: 4089.319824
	Iteration 28Q: 3 clusters Score -384115.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -384117.562500 Penalty: 4089.319824
	Iteration 29Q: 3 clusters Score -384117.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -384120.500000 Penalty: 4089.319824
	Iteration 30Q: 3 clusters Score -384120.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -384120.343750 Penalty: 4089.319824
	Iteration 31Q: 3 clusters Score -384120.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -384123.750000 Penalty: 4089.319824
	Iteration 32Q: 3 clusters Score -384123.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -384125.406250 Penalty: 4089.319824
	Iteration 33Q: 3 clusters Score -384125.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -384127.937500 Penalty: 4089.319824
	Iteration 34Q: 3 clusters Score -384127.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -384129.906250 Penalty: 4089.319824
	Iteration 35Q: 3 clusters Score -384129.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -384130.406250 Penalty: 4089.319824
	Iteration 36Q: 3 clusters Score -384130.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -384132.031250 Penalty: 4089.319824
	Iteration 37Q: 3 clusters Score -384132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -384132.156250 Penalty: 4089.319824
	Iteration 38Q: 3 clusters Score -384132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -384132.875000 Penalty: 4089.319824
	Iteration 39Q: 3 clusters Score -384132.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -384132.781250 Penalty: 4089.319824
	Iteration 40F: 3 clusters Score -384132.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -384134.562500 Penalty: 4089.319824
	Iteration 41Q: 3 clusters Score -384134.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -384136.406250 Penalty: 4089.319824
	Iteration 42Q: 3 clusters Score -384136.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -384138.250000 Penalty: 4089.319824
	Iteration 43Q: 3 clusters Score -384138.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -384142.937500 Penalty: 4089.319824
	Iteration 44Q: 3 clusters Score -384142.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -384145.781250 Penalty: 4089.319824
	Iteration 45Q: 3 clusters Score -384145.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -384148.812500 Penalty: 4089.319824
	Iteration 46Q: 3 clusters Score -384148.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -384149.093750 Penalty: 4089.319824
	Iteration 47Q: 3 clusters Score -384149.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -384149.218750 Penalty: 4089.319824
	Iteration 48Q: 3 clusters Score -384149.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -384150.562500 Penalty: 4089.319824
	Iteration 49Q: 3 clusters Score -384150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -384151.875000 Penalty: 4089.319824
	Iteration 50Q: 3 clusters Score -384151.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -384152.968750 Penalty: 4089.319824
	Iteration 51Q: 3 clusters Score -384153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -384154.468750 Penalty: 4089.319824
	Iteration 52Q: 3 clusters Score -384154.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -384155.031250 Penalty: 4089.319824
	Iteration 53Q: 3 clusters Score -384155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -384156.500000 Penalty: 4089.319824
	Iteration 54Q: 3 clusters Score -384156.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -384157.718750 Penalty: 4089.319824
	Iteration 55Q: 3 clusters Score -384157.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -384158.562500 Penalty: 4089.319824
	Iteration 56Q: 3 clusters Score -384158.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -384158.562500 Penalty: 4089.319824
	Iteration 57F: 3 clusters Score -384158.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -88056.093750 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -88056.09 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 462 members 
Entering Unmasked Estep 
Score: -86180.765625 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -86180.77 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -86544.742188 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -86544.74 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -86711.414062 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -86711.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -86801.554688 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -86801.55 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -86930.984375 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -86930.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -87094.593750 Penalty: 3378.377197
	Iteration 5F: 3 clusters Score -87094.59 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -87296.101562 Penalty: 3378.377197
	Iteration 6F: 3 clusters Score -87296.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -87494.179688 Penalty: 3378.377197
	Iteration 7F: 3 clusters Score -87494.18 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -87700.140625 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -87700.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -87985.687500 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -87985.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -88385.007812 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -88385.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -88490.101562 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -88490.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -88503.203125 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -88503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -88503.203125 Penalty: 3378.377197
	Iteration 13F: 3 clusters Score -88503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 94574 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151944 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 254 members 
Mstep: Class 10 contains 7456 members 
Mstep: Class 11 contains 20576 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51591 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324468 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 20 contains 654 members 
Mstep: Class 21 contains 9237 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113509 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
Score: -98099016.000000 Penalty: 81609.500000
Splitting cluster 9 changes total score from -98100312.000000 to -98099016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -829153.937500 Penalty: 2211.360107
	Iteration 0F: 2 clusters Score -829153.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -823067.625000 Penalty: 4422.720215
	Iteration 0F: 3 clusters Score -823067.6 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -824777.000000 Penalty: 4422.720215
	Iteration 1F: 3 clusters Score -824777 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -825034.187500 Penalty: 4422.720215
	Iteration 2F: 3 clusters Score -825034.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -825221.000000 Penalty: 4422.720215
	Iteration 3Q: 3 clusters Score -825221 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -825375.750000 Penalty: 4422.720215
	Iteration 4Q: 3 clusters Score -825375.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -825513.500000 Penalty: 4422.720215
	Iteration 5Q: 3 clusters Score -825513.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -825651.812500 Penalty: 4422.720215
	Iteration 6Q: 3 clusters Score -825651.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -825776.375000 Penalty: 4422.720215
	Iteration 7Q: 3 clusters Score -825776.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -825916.687500 Penalty: 4422.720215
	Iteration 8Q: 3 clusters Score -825916.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -826062.312500 Penalty: 4422.720215
	Iteration 9Q: 3 clusters Score -826062.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -826224.312500 Penalty: 4422.720215
	Iteration 10Q: 3 clusters Score -826224.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -826368.125000 Penalty: 4422.720215
	Iteration 11Q: 3 clusters Score -826368.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -826506.375000 Penalty: 4422.720215
	Iteration 12Q: 3 clusters Score -826506.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -826653.125000 Penalty: 4422.720215
	Iteration 13Q: 3 clusters Score -826653.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -826792.437500 Penalty: 4422.720215
	Iteration 14Q: 3 clusters Score -826792.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -826874.687500 Penalty: 4422.720215
	Iteration 15Q: 3 clusters Score -826874.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -826926.437500 Penalty: 4422.720215
	Iteration 16Q: 3 clusters Score -826926.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -826961.750000 Penalty: 4422.720215
	Iteration 17Q: 3 clusters Score -826961.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -826987.187500 Penalty: 4422.720215
	Iteration 18Q: 3 clusters Score -826987.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -827004.125000 Penalty: 4422.720215
	Iteration 19Q: 3 clusters Score -827004.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -827023.000000 Penalty: 4422.720215
	Iteration 20F: 3 clusters Score -827023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -827034.812500 Penalty: 4422.720215
	Iteration 21Q: 3 clusters Score -827034.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -827042.625000 Penalty: 4422.720215
	Iteration 22Q: 3 clusters Score -827042.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -827054.625000 Penalty: 4422.720215
	Iteration 23Q: 3 clusters Score -827054.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -827064.437500 Penalty: 4422.720215
	Iteration 24Q: 3 clusters Score -827064.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -827073.312500 Penalty: 4422.720215
	Iteration 25Q: 3 clusters Score -827073.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -827084.750000 Penalty: 4422.720215
	Iteration 26Q: 3 clusters Score -827084.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -827093.437500 Penalty: 4422.720215
	Iteration 27Q: 3 clusters Score -827093.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -827097.562500 Penalty: 4422.720215
	Iteration 28Q: 3 clusters Score -827097.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -827102.000000 Penalty: 4422.720215
	Iteration 29Q: 3 clusters Score -827102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -827107.500000 Penalty: 4422.720215
	Iteration 30Q: 3 clusters Score -827107.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -827110.375000 Penalty: 4422.720215
	Iteration 31Q: 3 clusters Score -827110.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -827116.500000 Penalty: 4422.720215
	Iteration 32Q: 3 clusters Score -827116.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -827119.562500 Penalty: 4422.720215
	Iteration 33Q: 3 clusters Score -827119.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -827121.062500 Penalty: 4422.720215
	Iteration 34Q: 3 clusters Score -827121.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -827122.125000 Penalty: 4422.720215
	Iteration 35Q: 3 clusters Score -827122.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -827123.625000 Penalty: 4422.720215
	Iteration 36Q: 3 clusters Score -827123.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -827122.312500 Penalty: 4422.720215
	Iteration 37Q: 3 clusters Score -827122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -827123.937500 Penalty: 4422.720215
	Iteration 38Q: 3 clusters Score -827123.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -827123.937500 Penalty: 4422.720215
	Iteration 39F: 3 clusters Score -827123.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Entering Unmasked Estep 
Score: -2337684.000000 Penalty: 2463.106445
	Iteration 0F: 2 clusters Score -2337684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2323301.000000 Penalty: 4926.212891
	Iteration 0F: 3 clusters Score -2323301 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2328147.250000 Penalty: 4926.212891
	Iteration 1F: 3 clusters Score -2328147 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -2328533.000000 Penalty: 4926.212891
	Iteration 2F: 3 clusters Score -2328533 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2328816.000000 Penalty: 4926.212891
	Iteration 3Q: 3 clusters Score -2328816 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2329052.500000 Penalty: 4926.212891
	Iteration 4Q: 3 clusters Score -2329052 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2329279.250000 Penalty: 4926.212891
	Iteration 5Q: 3 clusters Score -2329279 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2329539.750000 Penalty: 4926.212891
	Iteration 6Q: 3 clusters Score -2329540 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2329854.000000 Penalty: 4926.212891
	Iteration 7Q: 3 clusters Score -2329854 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2330241.250000 Penalty: 4926.212891
	Iteration 8Q: 3 clusters Score -2330241 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2330712.750000 Penalty: 4926.212891
	Iteration 9Q: 3 clusters Score -2330713 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2331285.500000 Penalty: 4926.212891
	Iteration 10Q: 3 clusters Score -2331286 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2331904.750000 Penalty: 4926.212891
	Iteration 11Q: 3 clusters Score -2331905 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2332494.500000 Penalty: 4926.212891
	Iteration 12Q: 3 clusters Score -2332494 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2333002.500000 Penalty: 4926.212891
	Iteration 13Q: 3 clusters Score -2333002 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2333345.000000 Penalty: 4926.212891
	Iteration 14Q: 3 clusters Score -2333345 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2333566.250000 Penalty: 4926.212891
	Iteration 15Q: 3 clusters Score -2333566 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2333725.750000 Penalty: 4926.212891
	Iteration 16Q: 3 clusters Score -2333726 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2333833.500000 Penalty: 4926.212891
	Iteration 17Q: 3 clusters Score -2333834 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2333935.750000 Penalty: 4926.212891
	Iteration 18Q: 3 clusters Score -2333936 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2334028.250000 Penalty: 4926.212891
	Iteration 19Q: 3 clusters Score -2334028 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2334116.250000 Penalty: 4926.212891
	Iteration 20F: 3 clusters Score -2334116 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2334191.250000 Penalty: 4926.212891
	Iteration 21Q: 3 clusters Score -2334191 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2334260.000000 Penalty: 4926.212891
	Iteration 22Q: 3 clusters Score -2334260 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2334317.500000 Penalty: 4926.212891
	Iteration 23Q: 3 clusters Score -2334318 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2334389.250000 Penalty: 4926.212891
	Iteration 24Q: 3 clusters Score -2334389 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2334453.250000 Penalty: 4926.212891
	Iteration 25Q: 3 clusters Score -2334453 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2334520.250000 Penalty: 4926.212891
	Iteration 26Q: 3 clusters Score -2334520 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2334585.750000 Penalty: 4926.212891
	Iteration 27Q: 3 clusters Score -2334586 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2334659.000000 Penalty: 4926.212891
	Iteration 28Q: 3 clusters Score -2334659 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2334721.250000 Penalty: 4926.212891
	Iteration 29Q: 3 clusters Score -2334721 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2334780.000000 Penalty: 4926.212891
	Iteration 30Q: 3 clusters Score -2334780 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2334833.000000 Penalty: 4926.212891
	Iteration 31Q: 3 clusters Score -2334833 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2334894.000000 Penalty: 4926.212891
	Iteration 32Q: 3 clusters Score -2334894 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2334946.250000 Penalty: 4926.212891
	Iteration 33Q: 3 clusters Score -2334946 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2334994.000000 Penalty: 4926.212891
	Iteration 34Q: 3 clusters Score -2334994 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2335030.000000 Penalty: 4926.212891
	Iteration 35Q: 3 clusters Score -2335030 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2335069.250000 Penalty: 4926.212891
	Iteration 36Q: 3 clusters Score -2335069 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2335107.000000 Penalty: 4926.212891
	Iteration 37Q: 3 clusters Score -2335107 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2335129.500000 Penalty: 4926.212891
	Iteration 38Q: 3 clusters Score -2335130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2335161.000000 Penalty: 4926.212891
	Iteration 39Q: 3 clusters Score -2335161 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2335183.750000 Penalty: 4926.212891
	Iteration 40F: 3 clusters Score -2335184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2335216.500000 Penalty: 4926.212891
	Iteration 41Q: 3 clusters Score -2335216 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2335247.250000 Penalty: 4926.212891
	Iteration 42Q: 3 clusters Score -2335247 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2335272.250000 Penalty: 4926.212891
	Iteration 43Q: 3 clusters Score -2335272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2335306.500000 Penalty: 4926.212891
	Iteration 44Q: 3 clusters Score -2335306 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -2335332.750000 Penalty: 4926.212891
	Iteration 45Q: 3 clusters Score -2335333 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2335354.500000 Penalty: 4926.212891
	Iteration 46Q: 3 clusters Score -2335354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2335380.000000 Penalty: 4926.212891
	Iteration 47Q: 3 clusters Score -2335380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2335411.250000 Penalty: 4926.212891
	Iteration 48Q: 3 clusters Score -2335411 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2335432.500000 Penalty: 4926.212891
	Iteration 49Q: 3 clusters Score -2335432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2335445.750000 Penalty: 4926.212891
	Iteration 50Q: 3 clusters Score -2335446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2335464.500000 Penalty: 4926.212891
	Iteration 51Q: 3 clusters Score -2335464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2335483.500000 Penalty: 4926.212891
	Iteration 52Q: 3 clusters Score -2335484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2335504.250000 Penalty: 4926.212891
	Iteration 53Q: 3 clusters Score -2335504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2335529.250000 Penalty: 4926.212891
	Iteration 54Q: 3 clusters Score -2335529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2335547.750000 Penalty: 4926.212891
	Iteration 55Q: 3 clusters Score -2335548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -2335556.250000 Penalty: 4926.212891
	Iteration 56Q: 3 clusters Score -2335556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2335570.000000 Penalty: 4926.212891
	Iteration 57Q: 3 clusters Score -2335570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2335579.500000 Penalty: 4926.212891
	Iteration 58Q: 3 clusters Score -2335580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -2335590.750000 Penalty: 4926.212891
	Iteration 59Q: 3 clusters Score -2335591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2335595.750000 Penalty: 4926.212891
	Iteration 60F: 3 clusters Score -2335596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -2335605.000000 Penalty: 4926.212891
	Iteration 61Q: 3 clusters Score -2335605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2335607.250000 Penalty: 4926.212891
	Iteration 62Q: 3 clusters Score -2335607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2335614.750000 Penalty: 4926.212891
	Iteration 63Q: 3 clusters Score -2335615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2335623.250000 Penalty: 4926.212891
	Iteration 64Q: 3 clusters Score -2335623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -2335625.250000 Penalty: 4926.212891
	Iteration 65Q: 3 clusters Score -2335625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2335622.500000 Penalty: 4926.212891
	Iteration 66Q: 3 clusters Score -2335622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -2335624.250000 Penalty: 4926.212891
	Iteration 67Q: 3 clusters Score -2335624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2335629.750000 Penalty: 4926.212891
	Iteration 68Q: 3 clusters Score -2335630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2335630.250000 Penalty: 4926.212891
	Iteration 69Q: 3 clusters Score -2335630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -2335635.500000 Penalty: 4926.212891
	Iteration 70Q: 3 clusters Score -2335636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2335640.000000 Penalty: 4926.212891
	Iteration 71Q: 3 clusters Score -2335640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2335643.750000 Penalty: 4926.212891
	Iteration 72Q: 3 clusters Score -2335644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -2335648.000000 Penalty: 4926.212891
	Iteration 73Q: 3 clusters Score -2335648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -2335643.000000 Penalty: 4926.212891
	Iteration 74Q: 3 clusters Score -2335643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2335643.750000 Penalty: 4926.212891
	Iteration 75Q: 3 clusters Score -2335644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2335643.750000 Penalty: 4926.212891
	Iteration 76F: 3 clusters Score -2335644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -52315.601562 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -52315.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -50798.101562 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -50798.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50992.078125 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -50992.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51068.824219 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -51068.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -51131.335938 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -51131.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51188.750000 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -51188.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51235.789062 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -51235.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51312.546875 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -51312.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -51330.164062 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -51330.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51351.136719 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -51351.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51351.906250 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -51351.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51354.113281 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -51354.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -51355.562500 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -51355.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -51358.070312 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -51358.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -51363.484375 Penalty: 3140.425049
	Iteration 13Q: 3 clusters Score -51363.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -51372.902344 Penalty: 3140.425049
	Iteration 14Q: 3 clusters Score -51372.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51384.824219 Penalty: 3140.425049
	Iteration 15Q: 3 clusters Score -51384.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -51396.109375 Penalty: 3140.425049
	Iteration 16Q: 3 clusters Score -51396.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51399.980469 Penalty: 3140.425049
	Iteration 17Q: 3 clusters Score -51399.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51408.167969 Penalty: 3140.425049
	Iteration 18Q: 3 clusters Score -51408.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51415.785156 Penalty: 3140.425049
	Iteration 19Q: 3 clusters Score -51415.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -51422.339844 Penalty: 3140.425049
	Iteration 20F: 3 clusters Score -51422.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51429.394531 Penalty: 3140.425049
	Iteration 21Q: 3 clusters Score -51429.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51436.867188 Penalty: 3140.425049
	Iteration 22Q: 3 clusters Score -51436.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51436.867188 Penalty: 3140.425049
	Iteration 23F: 3 clusters Score -51436.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Entering Unmasked Estep 
Score: -5772600.500000 Penalty: 2691.073486
	Iteration 0F: 2 clusters Score -5772600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -5737688.000000 Penalty: 5382.146973
	Iteration 0F: 3 clusters Score -5737688 nChanged 23766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -5751114.500000 Penalty: 5382.146973
	Iteration 1F: 3 clusters Score -5751114 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -5751655.000000 Penalty: 5382.146973
	Iteration 2Q: 3 clusters Score -5751655 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -5752107.000000 Penalty: 5382.146973
	Iteration 3Q: 3 clusters Score -5752107 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -5752557.000000 Penalty: 5382.146973
	Iteration 4Q: 3 clusters Score -5752557 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -5753016.000000 Penalty: 5382.146973
	Iteration 5Q: 3 clusters Score -5753016 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -5753620.500000 Penalty: 5382.146973
	Iteration 6Q: 3 clusters Score -5753620 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -5754352.000000 Penalty: 5382.146973
	Iteration 7Q: 3 clusters Score -5754352 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -5755422.000000 Penalty: 5382.146973
	Iteration 8Q: 3 clusters Score -5755422 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -5757045.500000 Penalty: 5382.146973
	Iteration 9Q: 3 clusters Score -5757046 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -5759412.500000 Penalty: 5382.146973
	Iteration 10F: 3 clusters Score -5759412 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -5762225.000000 Penalty: 5382.146973
	Iteration 11F: 3 clusters Score -5762225 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -5764865.500000 Penalty: 5382.146973
	Iteration 12F: 3 clusters Score -5764866 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -5766404.000000 Penalty: 5382.146973
	Iteration 13Q: 3 clusters Score -5766404 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -5767230.000000 Penalty: 5382.146973
	Iteration 14Q: 3 clusters Score -5767230 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -5767681.500000 Penalty: 5382.146973
	Iteration 15Q: 3 clusters Score -5767682 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -5767962.500000 Penalty: 5382.146973
	Iteration 16Q: 3 clusters Score -5767962 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -5768214.500000 Penalty: 5382.146973
	Iteration 17Q: 3 clusters Score -5768214 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -5768386.000000 Penalty: 5382.146973
	Iteration 18Q: 3 clusters Score -5768386 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -5768540.000000 Penalty: 5382.146973
	Iteration 19Q: 3 clusters Score -5768540 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -5768668.500000 Penalty: 5382.146973
	Iteration 20F: 3 clusters Score -5768668 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -5768856.500000 Penalty: 5382.146973
	Iteration 21Q: 3 clusters Score -5768856 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -5769028.500000 Penalty: 5382.146973
	Iteration 22Q: 3 clusters Score -5769028 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -5769173.000000 Penalty: 5382.146973
	Iteration 23Q: 3 clusters Score -5769173 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -5769278.500000 Penalty: 5382.146973
	Iteration 24Q: 3 clusters Score -5769278 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -5769378.500000 Penalty: 5382.146973
	Iteration 25Q: 3 clusters Score -5769378 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -5769446.500000 Penalty: 5382.146973
	Iteration 26Q: 3 clusters Score -5769446 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -5769517.500000 Penalty: 5382.146973
	Iteration 27Q: 3 clusters Score -5769518 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -5769574.500000 Penalty: 5382.146973
	Iteration 28Q: 3 clusters Score -5769574 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -5769617.000000 Penalty: 5382.146973
	Iteration 29Q: 3 clusters Score -5769617 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -5769682.500000 Penalty: 5382.146973
	Iteration 30Q: 3 clusters Score -5769682 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -5769722.000000 Penalty: 5382.146973
	Iteration 31Q: 3 clusters Score -5769722 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -5769755.000000 Penalty: 5382.146973
	Iteration 32Q: 3 clusters Score -5769755 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -5769783.000000 Penalty: 5382.146973
	Iteration 33Q: 3 clusters Score -5769783 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -5769824.000000 Penalty: 5382.146973
	Iteration 34Q: 3 clusters Score -5769824 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -5769861.000000 Penalty: 5382.146973
	Iteration 35Q: 3 clusters Score -5769861 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -5769902.000000 Penalty: 5382.146973
	Iteration 36Q: 3 clusters Score -5769902 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -5769919.500000 Penalty: 5382.146973
	Iteration 37Q: 3 clusters Score -5769920 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -5769927.000000 Penalty: 5382.146973
	Iteration 38Q: 3 clusters Score -5769927 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 47250 members 
Entering Unmasked Estep 
Score: -5769944.500000 Penalty: 5382.146973
	Iteration 39Q: 3 clusters Score -5769944 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -5769987.000000 Penalty: 5382.146973
	Iteration 40F: 3 clusters Score -5769987 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -5770005.000000 Penalty: 5382.146973
	Iteration 41Q: 3 clusters Score -5770005 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -5770038.000000 Penalty: 5382.146973
	Iteration 42Q: 3 clusters Score -5770038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -5770053.000000 Penalty: 5382.146973
	Iteration 43Q: 3 clusters Score -5770053 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -5770064.500000 Penalty: 5382.146973
	Iteration 44Q: 3 clusters Score -5770064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -5770071.000000 Penalty: 5382.146973
	Iteration 45Q: 3 clusters Score -5770071 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -5770079.500000 Penalty: 5382.146973
	Iteration 46Q: 3 clusters Score -5770080 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -5770087.500000 Penalty: 5382.146973
	Iteration 47Q: 3 clusters Score -5770088 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -5770092.500000 Penalty: 5382.146973
	Iteration 48Q: 3 clusters Score -5770092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -5770095.000000 Penalty: 5382.146973
	Iteration 49Q: 3 clusters Score -5770095 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -5770093.500000 Penalty: 5382.146973
	Iteration 50Q: 3 clusters Score -5770094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -5770101.000000 Penalty: 5382.146973
	Iteration 51Q: 3 clusters Score -5770101 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -5770115.500000 Penalty: 5382.146973
	Iteration 52Q: 3 clusters Score -5770116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -5770108.500000 Penalty: 5382.146973
	Iteration 53Q: 3 clusters Score -5770108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -5770113.000000 Penalty: 5382.146973
	Iteration 54Q: 3 clusters Score -5770113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -5770119.500000 Penalty: 5382.146973
	Iteration 55Q: 3 clusters Score -5770120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -5770128.000000 Penalty: 5382.146973
	Iteration 56Q: 3 clusters Score -5770128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -5770138.000000 Penalty: 5382.146973
	Iteration 57Q: 3 clusters Score -5770138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -5770147.000000 Penalty: 5382.146973
	Iteration 58Q: 3 clusters Score -5770147 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -5770162.000000 Penalty: 5382.146973
	Iteration 59Q: 3 clusters Score -5770162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -5770169.500000 Penalty: 5382.146973
	Iteration 60F: 3 clusters Score -5770170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -5770178.500000 Penalty: 5382.146973
	Iteration 61Q: 3 clusters Score -5770178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -5770181.000000 Penalty: 5382.146973
	Iteration 62Q: 3 clusters Score -5770181 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -5770198.000000 Penalty: 5382.146973
	Iteration 63Q: 3 clusters Score -5770198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -5770213.500000 Penalty: 5382.146973
	Iteration 64Q: 3 clusters Score -5770214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -5770219.500000 Penalty: 5382.146973
	Iteration 65Q: 3 clusters Score -5770220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -5770218.500000 Penalty: 5382.146973
	Iteration 66Q: 3 clusters Score -5770218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -5770228.500000 Penalty: 5382.146973
	Iteration 67Q: 3 clusters Score -5770228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -5770231.000000 Penalty: 5382.146973
	Iteration 68Q: 3 clusters Score -5770231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -5770239.000000 Penalty: 5382.146973
	Iteration 69Q: 3 clusters Score -5770239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -5770244.000000 Penalty: 5382.146973
	Iteration 70Q: 3 clusters Score -5770244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -5770242.000000 Penalty: 5382.146973
	Iteration 71Q: 3 clusters Score -5770242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -5770234.500000 Penalty: 5382.146973
	Iteration 72Q: 3 clusters Score -5770234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -5770236.000000 Penalty: 5382.146973
	Iteration 73Q: 3 clusters Score -5770236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -5770254.000000 Penalty: 5382.146973
	Iteration 74Q: 3 clusters Score -5770254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -5770258.000000 Penalty: 5382.146973
	Iteration 75Q: 3 clusters Score -5770258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -5770265.500000 Penalty: 5382.146973
	Iteration 76Q: 3 clusters Score -5770266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 48917 members 
Entering Unmasked Estep 
Score: -5770267.000000 Penalty: 5382.146973
	Iteration 77Q: 3 clusters Score -5770267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 48928 members 
Entering Unmasked Estep 
Score: -5770281.000000 Penalty: 5382.146973
	Iteration 78Q: 3 clusters Score -5770281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -5770271.500000 Penalty: 5382.146973
	Iteration 79Q: 3 clusters Score -5770272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -5770282.000000 Penalty: 5382.146973
	Iteration 80F: 3 clusters Score -5770282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -5770284.000000 Penalty: 5382.146973
	Iteration 81Q: 3 clusters Score -5770284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -5770295.000000 Penalty: 5382.146973
	Iteration 82Q: 3 clusters Score -5770295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -5770296.500000 Penalty: 5382.146973
	Iteration 83Q: 3 clusters Score -5770296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -5770296.500000 Penalty: 5382.146973
	Iteration 84Q: 3 clusters Score -5770296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -5770304.000000 Penalty: 5382.146973
	Iteration 85Q: 3 clusters Score -5770304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -5770307.500000 Penalty: 5382.146973
	Iteration 86Q: 3 clusters Score -5770308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -5770322.500000 Penalty: 5382.146973
	Iteration 87Q: 3 clusters Score -5770322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -5770323.500000 Penalty: 5382.146973
	Iteration 88Q: 3 clusters Score -5770324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -5770325.000000 Penalty: 5382.146973
	Iteration 89Q: 3 clusters Score -5770325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -5770324.500000 Penalty: 5382.146973
	Iteration 90Q: 3 clusters Score -5770324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -5770333.000000 Penalty: 5382.146973
	Iteration 91Q: 3 clusters Score -5770333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -5770333.000000 Penalty: 5382.146973
	Iteration 92Q: 3 clusters Score -5770333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -5770343.000000 Penalty: 5382.146973
	Iteration 93Q: 3 clusters Score -5770343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -5770347.500000 Penalty: 5382.146973
	Iteration 94Q: 3 clusters Score -5770348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -5770344.000000 Penalty: 5382.146973
	Iteration 95Q: 3 clusters Score -5770344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -5770345.500000 Penalty: 5382.146973
	Iteration 96Q: 3 clusters Score -5770346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -5770347.500000 Penalty: 5382.146973
	Iteration 97Q: 3 clusters Score -5770348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -5770350.500000 Penalty: 5382.146973
	Iteration 98Q: 3 clusters Score -5770350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -5770344.000000 Penalty: 5382.146973
	Iteration 99Q: 3 clusters Score -5770344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -5770352.000000 Penalty: 5382.146973
	Iteration 100F: 3 clusters Score -5770352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -5770353.000000 Penalty: 5382.146973
	Iteration 101Q: 3 clusters Score -5770353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -5770343.500000 Penalty: 5382.146973
	Iteration 102Q: 3 clusters Score -5770344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -5770349.000000 Penalty: 5382.146973
	Iteration 103Q: 3 clusters Score -5770349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -5770351.500000 Penalty: 5382.146973
	Iteration 104Q: 3 clusters Score -5770352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -5770356.500000 Penalty: 5382.146973
	Iteration 105Q: 3 clusters Score -5770356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -5770354.500000 Penalty: 5382.146973
	Iteration 106Q: 3 clusters Score -5770354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -5770353.000000 Penalty: 5382.146973
	Iteration 107Q: 3 clusters Score -5770353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -5770350.000000 Penalty: 5382.146973
	Iteration 108Q: 3 clusters Score -5770350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 49351 members 
Entering Unmasked Estep 
Score: -5770354.000000 Penalty: 5382.146973
	Iteration 109Q: 3 clusters Score -5770354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -5770348.500000 Penalty: 5382.146973
	Iteration 110Q: 3 clusters Score -5770348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -5770345.000000 Penalty: 5382.146973
	Iteration 111Q: 3 clusters Score -5770345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -5770348.000000 Penalty: 5382.146973
	Iteration 112Q: 3 clusters Score -5770348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -5770348.000000 Penalty: 5382.146973
	Iteration 113Q: 3 clusters Score -5770348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -5770356.500000 Penalty: 5382.146973
	Iteration 114Q: 3 clusters Score -5770356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -5770362.500000 Penalty: 5382.146973
	Iteration 115Q: 3 clusters Score -5770362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -5770359.500000 Penalty: 5382.146973
	Iteration 116Q: 3 clusters Score -5770360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -5770369.000000 Penalty: 5382.146973
	Iteration 117Q: 3 clusters Score -5770369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -5770360.500000 Penalty: 5382.146973
	Iteration 118Q: 3 clusters Score -5770360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -5770366.000000 Penalty: 5382.146973
	Iteration 119Q: 3 clusters Score -5770366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -5770366.000000 Penalty: 5382.146973
	Iteration 120F: 3 clusters Score -5770366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -5770365.000000 Penalty: 5382.146973
	Iteration 121Q: 3 clusters Score -5770365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -5770361.500000 Penalty: 5382.146973
	Iteration 122Q: 3 clusters Score -5770362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -5770360.000000 Penalty: 5382.146973
	Iteration 123Q: 3 clusters Score -5770360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -5770363.000000 Penalty: 5382.146973
	Iteration 124Q: 3 clusters Score -5770363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 49432 members 
Entering Unmasked Estep 
Score: -5770366.000000 Penalty: 5382.146973
	Iteration 125Q: 3 clusters Score -5770366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -5770370.000000 Penalty: 5382.146973
	Iteration 126Q: 3 clusters Score -5770370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -5770372.500000 Penalty: 5382.146973
	Iteration 127Q: 3 clusters Score -5770372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -5770373.500000 Penalty: 5382.146973
	Iteration 128Q: 3 clusters Score -5770374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -5770380.000000 Penalty: 5382.146973
	Iteration 129Q: 3 clusters Score -5770380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -5770379.000000 Penalty: 5382.146973
	Iteration 130Q: 3 clusters Score -5770379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -5770387.500000 Penalty: 5382.146973
	Iteration 131Q: 3 clusters Score -5770388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -5770386.000000 Penalty: 5382.146973
	Iteration 132Q: 3 clusters Score -5770386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -5770386.000000 Penalty: 5382.146973
	Iteration 133Q: 3 clusters Score -5770386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -5770384.000000 Penalty: 5382.146973
	Iteration 134Q: 3 clusters Score -5770384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -5770389.000000 Penalty: 5382.146973
	Iteration 135Q: 3 clusters Score -5770389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -5770391.000000 Penalty: 5382.146973
	Iteration 136Q: 3 clusters Score -5770391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 49508 members 
Entering Unmasked Estep 
Score: -5770394.500000 Penalty: 5382.146973
	Iteration 137Q: 3 clusters Score -5770394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -5770399.000000 Penalty: 5382.146973
	Iteration 138Q: 3 clusters Score -5770399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -5770398.500000 Penalty: 5382.146973
	Iteration 139Q: 3 clusters Score -5770398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -5770400.500000 Penalty: 5382.146973
	Iteration 140F: 3 clusters Score -5770400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -5770396.000000 Penalty: 5382.146973
	Iteration 141Q: 3 clusters Score -5770396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -5770389.500000 Penalty: 5382.146973
	Iteration 142Q: 3 clusters Score -5770390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -5770392.500000 Penalty: 5382.146973
	Iteration 143Q: 3 clusters Score -5770392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -5770385.500000 Penalty: 5382.146973
	Iteration 144Q: 3 clusters Score -5770386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -5770394.500000 Penalty: 5382.146973
	Iteration 145Q: 3 clusters Score -5770394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -5770395.500000 Penalty: 5382.146973
	Iteration 146Q: 3 clusters Score -5770396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -5770391.500000 Penalty: 5382.146973
	Iteration 147Q: 3 clusters Score -5770392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -5770391.500000 Penalty: 5382.146973
	Iteration 148F: 3 clusters Score -5770392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Entering Unmasked Estep 
Score: -1768909.125000 Penalty: 2396.788330
	Iteration 0F: 2 clusters Score -1768909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1757483.875000 Penalty: 4793.576660
	Iteration 0F: 3 clusters Score -1757484 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1761142.625000 Penalty: 4793.576660
	Iteration 1F: 3 clusters Score -1761143 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1761510.000000 Penalty: 4793.576660
	Iteration 2F: 3 clusters Score -1761510 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1761818.750000 Penalty: 4793.576660
	Iteration 3Q: 3 clusters Score -1761819 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1762182.750000 Penalty: 4793.576660
	Iteration 4Q: 3 clusters Score -1762183 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1762615.125000 Penalty: 4793.576660
	Iteration 5Q: 3 clusters Score -1762615 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1763204.250000 Penalty: 4793.576660
	Iteration 6F: 3 clusters Score -1763204 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1763900.000000 Penalty: 4793.576660
	Iteration 7F: 3 clusters Score -1763900 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1764673.875000 Penalty: 4793.576660
	Iteration 8F: 3 clusters Score -1764674 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1765461.750000 Penalty: 4793.576660
	Iteration 9F: 3 clusters Score -1765462 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1766306.875000 Penalty: 4793.576660
	Iteration 10F: 3 clusters Score -1766307 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1767181.125000 Penalty: 4793.576660
	Iteration 11F: 3 clusters Score -1767181 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1767966.375000 Penalty: 4793.576660
	Iteration 12Q: 3 clusters Score -1767966 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1768484.875000 Penalty: 4793.576660
	Iteration 13Q: 3 clusters Score -1768485 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1768677.500000 Penalty: 4793.576660
	Iteration 14Q: 3 clusters Score -1768678 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1768737.375000 Penalty: 4793.576660
	Iteration 15Q: 3 clusters Score -1768737 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1768760.125000 Penalty: 4793.576660
	Iteration 16Q: 3 clusters Score -1768760 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1768771.000000 Penalty: 4793.576660
	Iteration 17Q: 3 clusters Score -1768771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1768776.625000 Penalty: 4793.576660
	Iteration 18Q: 3 clusters Score -1768777 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1768782.375000 Penalty: 4793.576660
	Iteration 19Q: 3 clusters Score -1768782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1768790.625000 Penalty: 4793.576660
	Iteration 20F: 3 clusters Score -1768791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1768797.250000 Penalty: 4793.576660
	Iteration 21Q: 3 clusters Score -1768797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1768794.875000 Penalty: 4793.576660
	Iteration 22Q: 3 clusters Score -1768795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1768799.250000 Penalty: 4793.576660
	Iteration 23Q: 3 clusters Score -1768799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1768798.875000 Penalty: 4793.576660
	Iteration 24Q: 3 clusters Score -1768799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1768799.750000 Penalty: 4793.576660
	Iteration 25Q: 3 clusters Score -1768800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1768799.875000 Penalty: 4793.576660
	Iteration 26Q: 3 clusters Score -1768800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1768799.875000 Penalty: 4793.576660
	Iteration 27F: 3 clusters Score -1768800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -121261.117188 Penalty: 1750.358765
	Iteration 0F: 2 clusters Score -121261.1 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 579 members 
Entering Unmasked Estep 
Score: -119216.156250 Penalty: 3500.717529
	Iteration 0F: 3 clusters Score -119216.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -119515.273438 Penalty: 3500.717529
	Iteration 1F: 3 clusters Score -119515.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -119601.492188 Penalty: 3500.717529
	Iteration 2F: 3 clusters Score -119601.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -119643.476562 Penalty: 3500.717529
	Iteration 3Q: 3 clusters Score -119643.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -119664.898438 Penalty: 3500.717529
	Iteration 4Q: 3 clusters Score -119664.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -119685.906250 Penalty: 3500.717529
	Iteration 5Q: 3 clusters Score -119685.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -119710.960938 Penalty: 3500.717529
	Iteration 6Q: 3 clusters Score -119711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -119735.078125 Penalty: 3500.717529
	Iteration 7Q: 3 clusters Score -119735.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119744.437500 Penalty: 3500.717529
	Iteration 8Q: 3 clusters Score -119744.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -119749.929688 Penalty: 3500.717529
	Iteration 9Q: 3 clusters Score -119749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -119752.328125 Penalty: 3500.717529
	Iteration 10Q: 3 clusters Score -119752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -119754.609375 Penalty: 3500.717529
	Iteration 11Q: 3 clusters Score -119754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119756.664062 Penalty: 3500.717529
	Iteration 12Q: 3 clusters Score -119756.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119756.664062 Penalty: 3500.717529
	Iteration 13F: 3 clusters Score -119756.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (324468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324468 members 
Entering Unmasked Estep 
Score: -35822584.000000 Penalty: 3147.105713
	Iteration 0F: 2 clusters Score -3.582258e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162972 members 
Mstep: Class 2 contains 161496 members 
Entering Unmasked Estep 
Score: -35640780.000000 Penalty: 6294.211426
	Iteration 0F: 3 clusters Score -3.564078e+07 nChanged 157445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181567 members 
Mstep: Class 2 contains 142901 members 
Entering Unmasked Estep 
Score: -35737288.000000 Penalty: 6294.211426
	Iteration 1F: 3 clusters Score -3.573729e+07 nChanged 13925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191940 members 
Mstep: Class 2 contains 132528 members 
Entering Unmasked Estep 
Score: -35741428.000000 Penalty: 6294.211426
	Iteration 2Q: 3 clusters Score -3.574143e+07 nChanged 17739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206615 members 
Mstep: Class 2 contains 117853 members 
Entering Unmasked Estep 
Score: -35748016.000000 Penalty: 6294.211426
	Iteration 3F: 3 clusters Score -3.574802e+07 nChanged 21382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225785 members 
Mstep: Class 2 contains 98683 members 
Entering Unmasked Estep 
Score: -35759360.000000 Penalty: 6294.211426
	Iteration 4F: 3 clusters Score -3.575936e+07 nChanged 23209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247644 members 
Mstep: Class 2 contains 76824 members 
Entering Unmasked Estep 
Score: -35774292.000000 Penalty: 6294.211426
	Iteration 5F: 3 clusters Score -3.577429e+07 nChanged 22729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269773 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -35791800.000000 Penalty: 6294.211426
	Iteration 6F: 3 clusters Score -3.57918e+07 nChanged 19175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288744 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -35809952.000000 Penalty: 6294.211426
	Iteration 7F: 3 clusters Score -3.580995e+07 nChanged 14358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303052 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -35820068.000000 Penalty: 6294.211426
	Iteration 8Q: 3 clusters Score -3.582007e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312174 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -35821996.000000 Penalty: 6294.211426
	Iteration 9Q: 3 clusters Score -3.5822e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317423 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -35821708.000000 Penalty: 6294.211426
	Iteration 10Q: 3 clusters Score -3.582171e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320252 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -35821032.000000 Penalty: 6294.211426
	Iteration 11Q: 3 clusters Score -3.582103e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321801 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -35820580.000000 Penalty: 6294.211426
	Iteration 12Q: 3 clusters Score -3.582058e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322635 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -35820480.000000 Penalty: 6294.211426
	Iteration 13Q: 3 clusters Score -3.582048e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323087 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -35820528.000000 Penalty: 6294.211426
	Iteration 14Q: 3 clusters Score -3.582053e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323329 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -35820484.000000 Penalty: 6294.211426
	Iteration 15Q: 3 clusters Score -3.582048e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323478 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -35820432.000000 Penalty: 6294.211426
	Iteration 16Q: 3 clusters Score -3.582043e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323588 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -35820404.000000 Penalty: 6294.211426
	Iteration 17Q: 3 clusters Score -3.58204e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323652 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -35820400.000000 Penalty: 6294.211426
	Iteration 18Q: 3 clusters Score -3.58204e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323694 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -35820336.000000 Penalty: 6294.211426
	Iteration 19Q: 3 clusters Score -3.582034e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323731 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -35820344.000000 Penalty: 6294.211426
	Iteration 20F: 3 clusters Score -3.582034e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323751 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -35820384.000000 Penalty: 6294.211426
	Iteration 21Q: 3 clusters Score -3.582038e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323773 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -35820376.000000 Penalty: 6294.211426
	Iteration 22Q: 3 clusters Score -3.582038e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323784 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -35820396.000000 Penalty: 6294.211426
	Iteration 23Q: 3 clusters Score -3.58204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323791 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -35820412.000000 Penalty: 6294.211426
	Iteration 24Q: 3 clusters Score -3.582041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323797 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -35820392.000000 Penalty: 6294.211426
	Iteration 25Q: 3 clusters Score -3.582039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323796 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -35820388.000000 Penalty: 6294.211426
	Iteration 26Q: 3 clusters Score -3.582039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323796 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -35820372.000000 Penalty: 6294.211426
	Iteration 27Q: 3 clusters Score -3.582037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323798 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -35820376.000000 Penalty: 6294.211426
	Iteration 28Q: 3 clusters Score -3.582038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323798 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -35820376.000000 Penalty: 6294.211426
	Iteration 29F: 3 clusters Score -3.582038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Entering Unmasked Estep 
Score: -754982.625000 Penalty: 2190.626465
	Iteration 0F: 2 clusters Score -754982.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -749240.312500 Penalty: 4381.252930
	Iteration 0F: 3 clusters Score -749240.3 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -750745.312500 Penalty: 4381.252930
	Iteration 1F: 3 clusters Score -750745.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -750996.812500 Penalty: 4381.252930
	Iteration 2F: 3 clusters Score -750996.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -751181.375000 Penalty: 4381.252930
	Iteration 3F: 3 clusters Score -751181.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -751312.812500 Penalty: 4381.252930
	Iteration 4Q: 3 clusters Score -751312.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -751371.625000 Penalty: 4381.252930
	Iteration 5Q: 3 clusters Score -751371.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -751433.375000 Penalty: 4381.252930
	Iteration 6Q: 3 clusters Score -751433.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -751491.875000 Penalty: 4381.252930
	Iteration 7Q: 3 clusters Score -751491.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -751538.000000 Penalty: 4381.252930
	Iteration 8Q: 3 clusters Score -751538 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -751587.000000 Penalty: 4381.252930
	Iteration 9Q: 3 clusters Score -751587 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -751638.312500 Penalty: 4381.252930
	Iteration 10Q: 3 clusters Score -751638.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -751682.875000 Penalty: 4381.252930
	Iteration 11Q: 3 clusters Score -751682.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -751744.687500 Penalty: 4381.252930
	Iteration 12Q: 3 clusters Score -751744.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -751819.937500 Penalty: 4381.252930
	Iteration 13Q: 3 clusters Score -751819.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -751902.250000 Penalty: 4381.252930
	Iteration 14Q: 3 clusters Score -751902.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -752009.062500 Penalty: 4381.252930
	Iteration 15Q: 3 clusters Score -752009.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -752125.937500 Penalty: 4381.252930
	Iteration 16Q: 3 clusters Score -752125.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -752256.500000 Penalty: 4381.252930
	Iteration 17Q: 3 clusters Score -752256.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -752389.000000 Penalty: 4381.252930
	Iteration 18Q: 3 clusters Score -752389 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -752517.750000 Penalty: 4381.252930
	Iteration 19Q: 3 clusters Score -752517.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -752652.437500 Penalty: 4381.252930
	Iteration 20F: 3 clusters Score -752652.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -752782.312500 Penalty: 4381.252930
	Iteration 21Q: 3 clusters Score -752782.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -752899.125000 Penalty: 4381.252930
	Iteration 22Q: 3 clusters Score -752899.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -752988.750000 Penalty: 4381.252930
	Iteration 23Q: 3 clusters Score -752988.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -753051.062500 Penalty: 4381.252930
	Iteration 24Q: 3 clusters Score -753051.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -753102.625000 Penalty: 4381.252930
	Iteration 25Q: 3 clusters Score -753102.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -753146.937500 Penalty: 4381.252930
	Iteration 26Q: 3 clusters Score -753146.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -753170.187500 Penalty: 4381.252930
	Iteration 27Q: 3 clusters Score -753170.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -753188.187500 Penalty: 4381.252930
	Iteration 28Q: 3 clusters Score -753188.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -753195.687500 Penalty: 4381.252930
	Iteration 29Q: 3 clusters Score -753195.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -753199.937500 Penalty: 4381.252930
	Iteration 30Q: 3 clusters Score -753199.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -753204.312500 Penalty: 4381.252930
	Iteration 31Q: 3 clusters Score -753204.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -753215.500000 Penalty: 4381.252930
	Iteration 32Q: 3 clusters Score -753215.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -753221.000000 Penalty: 4381.252930
	Iteration 33Q: 3 clusters Score -753221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -753228.687500 Penalty: 4381.252930
	Iteration 34Q: 3 clusters Score -753228.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -753233.187500 Penalty: 4381.252930
	Iteration 35Q: 3 clusters Score -753233.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -753233.500000 Penalty: 4381.252930
	Iteration 36Q: 3 clusters Score -753233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -753236.000000 Penalty: 4381.252930
	Iteration 37Q: 3 clusters Score -753236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -753238.750000 Penalty: 4381.252930
	Iteration 38Q: 3 clusters Score -753238.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -753242.000000 Penalty: 4381.252930
	Iteration 39Q: 3 clusters Score -753242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -753243.250000 Penalty: 4381.252930
	Iteration 40F: 3 clusters Score -753243.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -753245.500000 Penalty: 4381.252930
	Iteration 41Q: 3 clusters Score -753245.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -753246.187500 Penalty: 4381.252930
	Iteration 42Q: 3 clusters Score -753246.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -753246.187500 Penalty: 4381.252930
	Iteration 43F: 3 clusters Score -753246.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -82764.890625 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -82764.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80903.570312 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -80903.57 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -81366.476562 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -81366.48 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -81650.406250 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -81650.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -81869.914062 Penalty: 3387.041260
	Iteration 3F: 3 clusters Score -81869.91 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -81982.132812 Penalty: 3387.041260
	Iteration 4F: 3 clusters Score -81982.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82071.656250 Penalty: 3387.041260
	Iteration 5Q: 3 clusters Score -82071.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82183.851562 Penalty: 3387.041260
	Iteration 6Q: 3 clusters Score -82183.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82288.843750 Penalty: 3387.041260
	Iteration 7Q: 3 clusters Score -82288.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82342.703125 Penalty: 3387.041260
	Iteration 8Q: 3 clusters Score -82342.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82382.593750 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -82382.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82428.804688 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -82428.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82454.625000 Penalty: 3387.041260
	Iteration 11Q: 3 clusters Score -82454.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82475.335938 Penalty: 3387.041260
	Iteration 12Q: 3 clusters Score -82475.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82496.210938 Penalty: 3387.041260
	Iteration 13Q: 3 clusters Score -82496.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -82502.257812 Penalty: 3387.041260
	Iteration 14Q: 3 clusters Score -82502.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82508.937500 Penalty: 3387.041260
	Iteration 15Q: 3 clusters Score -82508.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82512.835938 Penalty: 3387.041260
	Iteration 16Q: 3 clusters Score -82512.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82515.437500 Penalty: 3387.041260
	Iteration 17Q: 3 clusters Score -82515.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82515.437500 Penalty: 3387.041260
	Iteration 18F: 3 clusters Score -82515.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -101714.757812 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -101714.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -99696.757812 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -99696.76 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -100016.265625 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -100016.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -100180.093750 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -100180.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -100310.218750 Penalty: 3449.973877
	Iteration 3F: 3 clusters Score -100310.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -100415.546875 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -100415.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -100479.023438 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -100479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -100534.890625 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -100534.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100576.312500 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -100576.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -100619.218750 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -100619.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -100650.781250 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -100650.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -100696.351562 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -100696.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100773.320312 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -100773.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -100853.226562 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -100853.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -101027.007812 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -101027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -101222.406250 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -101222.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -101360.171875 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -101360.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -101513.484375 Penalty: 3449.973877
	Iteration 16Q: 3 clusters Score -101513.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -101631.632812 Penalty: 3449.973877
	Iteration 17Q: 3 clusters Score -101631.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -101687.828125 Penalty: 3449.973877
	Iteration 18Q: 3 clusters Score -101687.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -101708.328125 Penalty: 3449.973877
	Iteration 19Q: 3 clusters Score -101708.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -101725.429688 Penalty: 3449.973877
	Iteration 20F: 3 clusters Score -101725.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -101740.101562 Penalty: 3449.973877
	Iteration 21Q: 3 clusters Score -101740.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -101748.687500 Penalty: 3449.973877
	Iteration 22Q: 3 clusters Score -101748.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -101750.679688 Penalty: 3449.973877
	Iteration 23Q: 3 clusters Score -101750.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -101754.351562 Penalty: 3449.973877
	Iteration 24Q: 3 clusters Score -101754.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -101756.992188 Penalty: 3449.973877
	Iteration 25Q: 3 clusters Score -101757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -101758.554688 Penalty: 3449.973877
	Iteration 26Q: 3 clusters Score -101758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -101760.085938 Penalty: 3449.973877
	Iteration 27Q: 3 clusters Score -101760.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -101761.062500 Penalty: 3449.973877
	Iteration 28Q: 3 clusters Score -101761.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -101764.460938 Penalty: 3449.973877
	Iteration 29Q: 3 clusters Score -101764.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -101768.875000 Penalty: 3449.973877
	Iteration 30Q: 3 clusters Score -101768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -101781.773438 Penalty: 3449.973877
	Iteration 31Q: 3 clusters Score -101781.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -101793.492188 Penalty: 3449.973877
	Iteration 32Q: 3 clusters Score -101793.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -101799.632812 Penalty: 3449.973877
	Iteration 33Q: 3 clusters Score -101799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -101800.507812 Penalty: 3449.973877
	Iteration 34Q: 3 clusters Score -101800.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -101803.601562 Penalty: 3449.973877
	Iteration 35Q: 3 clusters Score -101803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -101809.109375 Penalty: 3449.973877
	Iteration 36Q: 3 clusters Score -101809.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -101821.992188 Penalty: 3449.973877
	Iteration 37Q: 3 clusters Score -101822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -101838.781250 Penalty: 3449.973877
	Iteration 38Q: 3 clusters Score -101838.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -101858.851562 Penalty: 3449.973877
	Iteration 39Q: 3 clusters Score -101858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -101864.648438 Penalty: 3449.973877
	Iteration 40F: 3 clusters Score -101864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -101867.898438 Penalty: 3449.973877
	Iteration 41Q: 3 clusters Score -101867.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -101867.898438 Penalty: 3449.973877
	Iteration 42F: 3 clusters Score -101867.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 94574 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151944 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7456 members 
Mstep: Class 11 contains 20576 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51591 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324468 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 331 members 
Mstep: Class 20 contains 718 members 
Mstep: Class 21 contains 9237 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113509 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
Score: -98098744.000000 Penalty: 81609.500000
Splitting cluster 19 changes total score from -98100312.000000 to -98098744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (9237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Entering Unmasked Estep 
Score: -978189.312500 Penalty: 2264.481201
	Iteration 0F: 2 clusters Score -978189.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -970896.562500 Penalty: 4528.962402
	Iteration 0F: 3 clusters Score -970896.6 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -972989.375000 Penalty: 4528.962402
	Iteration 1F: 3 clusters Score -972989.4 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -973476.500000 Penalty: 4528.962402
	Iteration 2F: 3 clusters Score -973476.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -974101.812500 Penalty: 4528.962402
	Iteration 3F: 3 clusters Score -974101.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -974695.187500 Penalty: 4528.962402
	Iteration 4F: 3 clusters Score -974695.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -975237.625000 Penalty: 4528.962402
	Iteration 5F: 3 clusters Score -975237.6 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -975799.250000 Penalty: 4528.962402
	Iteration 6F: 3 clusters Score -975799.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -976274.187500 Penalty: 4528.962402
	Iteration 7F: 3 clusters Score -976274.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -976646.687500 Penalty: 4528.962402
	Iteration 8Q: 3 clusters Score -976646.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -976897.187500 Penalty: 4528.962402
	Iteration 9Q: 3 clusters Score -976897.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -977036.687500 Penalty: 4528.962402
	Iteration 10Q: 3 clusters Score -977036.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -977106.375000 Penalty: 4528.962402
	Iteration 11Q: 3 clusters Score -977106.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -977147.625000 Penalty: 4528.962402
	Iteration 12Q: 3 clusters Score -977147.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -977180.062500 Penalty: 4528.962402
	Iteration 13Q: 3 clusters Score -977180.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -977204.937500 Penalty: 4528.962402
	Iteration 14Q: 3 clusters Score -977204.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -977227.000000 Penalty: 4528.962402
	Iteration 15Q: 3 clusters Score -977227 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -977256.000000 Penalty: 4528.962402
	Iteration 16Q: 3 clusters Score -977256 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -977299.375000 Penalty: 4528.962402
	Iteration 17Q: 3 clusters Score -977299.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -977352.750000 Penalty: 4528.962402
	Iteration 18Q: 3 clusters Score -977352.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -977442.312500 Penalty: 4528.962402
	Iteration 19Q: 3 clusters Score -977442.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -977554.937500 Penalty: 4528.962402
	Iteration 20F: 3 clusters Score -977554.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -977678.687500 Penalty: 4528.962402
	Iteration 21Q: 3 clusters Score -977678.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -977735.062500 Penalty: 4528.962402
	Iteration 22Q: 3 clusters Score -977735.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -977757.500000 Penalty: 4528.962402
	Iteration 23Q: 3 clusters Score -977757.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -977772.250000 Penalty: 4528.962402
	Iteration 24Q: 3 clusters Score -977772.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -977782.312500 Penalty: 4528.962402
	Iteration 25Q: 3 clusters Score -977782.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -977786.500000 Penalty: 4528.962402
	Iteration 26Q: 3 clusters Score -977786.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -977794.750000 Penalty: 4528.962402
	Iteration 27Q: 3 clusters Score -977794.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -977800.937500 Penalty: 4528.962402
	Iteration 28Q: 3 clusters Score -977800.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -977803.875000 Penalty: 4528.962402
	Iteration 29Q: 3 clusters Score -977803.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -977807.562500 Penalty: 4528.962402
	Iteration 30Q: 3 clusters Score -977807.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -977804.687500 Penalty: 4528.962402
	Iteration 31Q: 3 clusters Score -977804.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -977807.125000 Penalty: 4528.962402
	Iteration 32Q: 3 clusters Score -977807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -977809.250000 Penalty: 4528.962402
	Iteration 33Q: 3 clusters Score -977809.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -977811.562500 Penalty: 4528.962402
	Iteration 34Q: 3 clusters Score -977811.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -977813.625000 Penalty: 4528.962402
	Iteration 35Q: 3 clusters Score -977813.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -977814.062500 Penalty: 4528.962402
	Iteration 36Q: 3 clusters Score -977814.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -977812.375000 Penalty: 4528.962402
	Iteration 37Q: 3 clusters Score -977812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -977812.187500 Penalty: 4528.962402
	Iteration 38Q: 3 clusters Score -977812.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -977813.937500 Penalty: 4528.962402
	Iteration 39Q: 3 clusters Score -977813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -977814.250000 Penalty: 4528.962402
	Iteration 40F: 3 clusters Score -977814.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Entering Unmasked Estep 
Score: -445655.000000 Penalty: 2098.444336
	Iteration 0F: 2 clusters Score -445655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -441292.437500 Penalty: 4196.888672
	Iteration 0F: 3 clusters Score -441292.4 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -442458.187500 Penalty: 4196.888672
	Iteration 1F: 3 clusters Score -442458.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -442771.500000 Penalty: 4196.888672
	Iteration 2F: 3 clusters Score -442771.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -443031.375000 Penalty: 4196.888672
	Iteration 3F: 3 clusters Score -443031.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -443339.656250 Penalty: 4196.888672
	Iteration 4F: 3 clusters Score -443339.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -443666.187500 Penalty: 4196.888672
	Iteration 5F: 3 clusters Score -443666.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -443949.562500 Penalty: 4196.888672
	Iteration 6F: 3 clusters Score -443949.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -444248.687500 Penalty: 4196.888672
	Iteration 7F: 3 clusters Score -444248.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -444502.812500 Penalty: 4196.888672
	Iteration 8F: 3 clusters Score -444502.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -444694.062500 Penalty: 4196.888672
	Iteration 9Q: 3 clusters Score -444694.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -444823.937500 Penalty: 4196.888672
	Iteration 10Q: 3 clusters Score -444823.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -444904.625000 Penalty: 4196.888672
	Iteration 11Q: 3 clusters Score -444904.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -444960.937500 Penalty: 4196.888672
	Iteration 12Q: 3 clusters Score -444960.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -444999.468750 Penalty: 4196.888672
	Iteration 13Q: 3 clusters Score -444999.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -445020.718750 Penalty: 4196.888672
	Iteration 14Q: 3 clusters Score -445020.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -445031.906250 Penalty: 4196.888672
	Iteration 15Q: 3 clusters Score -445031.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -445037.500000 Penalty: 4196.888672
	Iteration 16Q: 3 clusters Score -445037.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -445047.937500 Penalty: 4196.888672
	Iteration 17Q: 3 clusters Score -445047.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -445055.531250 Penalty: 4196.888672
	Iteration 18Q: 3 clusters Score -445055.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -445061.312500 Penalty: 4196.888672
	Iteration 19Q: 3 clusters Score -445061.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -445063.343750 Penalty: 4196.888672
	Iteration 20F: 3 clusters Score -445063.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -445066.062500 Penalty: 4196.888672
	Iteration 21Q: 3 clusters Score -445066.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -445067.031250 Penalty: 4196.888672
	Iteration 22Q: 3 clusters Score -445067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -445068.468750 Penalty: 4196.888672
	Iteration 23Q: 3 clusters Score -445068.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -445068.468750 Penalty: 4196.888672
	Iteration 24F: 3 clusters Score -445068.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (113509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113509 members 
Entering Unmasked Estep 
Score: -12853310.000000 Penalty: 2886.629883
	Iteration 0F: 2 clusters Score -1.285331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56824 members 
Mstep: Class 2 contains 56685 members 
Entering Unmasked Estep 
Score: -12777554.000000 Penalty: 5773.259766
	Iteration 0F: 3 clusters Score -1.277755e+07 nChanged 53862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58292 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -12808430.000000 Penalty: 5773.259766
	Iteration 1F: 3 clusters Score -1.280843e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -12809361.000000 Penalty: 5773.259766
	Iteration 2Q: 3 clusters Score -1.280936e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -12810502.000000 Penalty: 5773.259766
	Iteration 3Q: 3 clusters Score -1.28105e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -12811908.000000 Penalty: 5773.259766
	Iteration 4Q: 3 clusters Score -1.281191e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65579 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -12813917.000000 Penalty: 5773.259766
	Iteration 5Q: 3 clusters Score -1.281392e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -12817046.000000 Penalty: 5773.259766
	Iteration 6F: 3 clusters Score -1.281705e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75855 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -12821845.000000 Penalty: 5773.259766
	Iteration 7F: 3 clusters Score -1.282184e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82780 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -12828099.000000 Penalty: 5773.259766
	Iteration 8F: 3 clusters Score -1.28281e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -12834446.000000 Penalty: 5773.259766
	Iteration 9F: 3 clusters Score -1.283445e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94612 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -12839387.000000 Penalty: 5773.259766
	Iteration 10F: 3 clusters Score -1.283939e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98383 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -12842686.000000 Penalty: 5773.259766
	Iteration 11Q: 3 clusters Score -1.284269e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101133 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -12844771.000000 Penalty: 5773.259766
	Iteration 12Q: 3 clusters Score -1.284477e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103306 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -12846211.000000 Penalty: 5773.259766
	Iteration 13Q: 3 clusters Score -1.284621e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105148 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -12847475.000000 Penalty: 5773.259766
	Iteration 14Q: 3 clusters Score -1.284748e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106593 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -12848477.000000 Penalty: 5773.259766
	Iteration 15Q: 3 clusters Score -1.284848e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107727 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -12849225.000000 Penalty: 5773.259766
	Iteration 16Q: 3 clusters Score -1.284922e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108579 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -12849779.000000 Penalty: 5773.259766
	Iteration 17Q: 3 clusters Score -1.284978e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109244 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -12850135.000000 Penalty: 5773.259766
	Iteration 18Q: 3 clusters Score -1.285014e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109784 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -12850385.000000 Penalty: 5773.259766
	Iteration 19Q: 3 clusters Score -1.285038e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110246 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -12850590.000000 Penalty: 5773.259766
	Iteration 20F: 3 clusters Score -1.285059e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110598 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -12850741.000000 Penalty: 5773.259766
	Iteration 21Q: 3 clusters Score -1.285074e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110860 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -12850848.000000 Penalty: 5773.259766
	Iteration 22Q: 3 clusters Score -1.285085e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111080 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -12850887.000000 Penalty: 5773.259766
	Iteration 23Q: 3 clusters Score -1.285089e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111255 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -12850932.000000 Penalty: 5773.259766
	Iteration 24Q: 3 clusters Score -1.285093e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -12851000.000000 Penalty: 5773.259766
	Iteration 25Q: 3 clusters Score -1.2851e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111507 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -12851018.000000 Penalty: 5773.259766
	Iteration 26Q: 3 clusters Score -1.285102e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111583 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -12851059.000000 Penalty: 5773.259766
	Iteration 27Q: 3 clusters Score -1.285106e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111630 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -12851088.000000 Penalty: 5773.259766
	Iteration 28Q: 3 clusters Score -1.285109e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111676 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -12851092.000000 Penalty: 5773.259766
	Iteration 29Q: 3 clusters Score -1.285109e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111716 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -12851113.000000 Penalty: 5773.259766
	Iteration 30Q: 3 clusters Score -1.285111e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111749 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -12851132.000000 Penalty: 5773.259766
	Iteration 31Q: 3 clusters Score -1.285113e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111791 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -12851157.000000 Penalty: 5773.259766
	Iteration 32Q: 3 clusters Score -1.285116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111819 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -12851183.000000 Penalty: 5773.259766
	Iteration 33Q: 3 clusters Score -1.285118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111842 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -12851184.000000 Penalty: 5773.259766
	Iteration 34Q: 3 clusters Score -1.285118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111857 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -12851199.000000 Penalty: 5773.259766
	Iteration 35Q: 3 clusters Score -1.28512e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111869 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -12851207.000000 Penalty: 5773.259766
	Iteration 36Q: 3 clusters Score -1.285121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111881 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -12851200.000000 Penalty: 5773.259766
	Iteration 37Q: 3 clusters Score -1.28512e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111891 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -12851191.000000 Penalty: 5773.259766
	Iteration 38Q: 3 clusters Score -1.285119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111902 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -12851208.000000 Penalty: 5773.259766
	Iteration 39Q: 3 clusters Score -1.285121e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111916 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -12851203.000000 Penalty: 5773.259766
	Iteration 40F: 3 clusters Score -1.28512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111927 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -12851216.000000 Penalty: 5773.259766
	Iteration 41Q: 3 clusters Score -1.285122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111933 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -12851225.000000 Penalty: 5773.259766
	Iteration 42Q: 3 clusters Score -1.285122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111937 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -12851221.000000 Penalty: 5773.259766
	Iteration 43Q: 3 clusters Score -1.285122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111939 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -12851222.000000 Penalty: 5773.259766
	Iteration 44Q: 3 clusters Score -1.285122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111945 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -12851227.000000 Penalty: 5773.259766
	Iteration 45Q: 3 clusters Score -1.285123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111951 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -12851217.000000 Penalty: 5773.259766
	Iteration 46Q: 3 clusters Score -1.285122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111953 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12851215.000000 Penalty: 5773.259766
	Iteration 47Q: 3 clusters Score -1.285122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111953 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12851215.000000 Penalty: 5773.259766
	Iteration 48F: 3 clusters Score -1.285122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Entering Unmasked Estep 
Score: -2504026.750000 Penalty: 2483.516357
	Iteration 0F: 2 clusters Score -2504027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2488395.000000 Penalty: 4967.032715
	Iteration 0F: 3 clusters Score -2488395 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2493525.750000 Penalty: 4967.032715
	Iteration 1F: 3 clusters Score -2493526 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2493877.750000 Penalty: 4967.032715
	Iteration 2Q: 3 clusters Score -2493878 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2494158.500000 Penalty: 4967.032715
	Iteration 3Q: 3 clusters Score -2494158 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2494402.500000 Penalty: 4967.032715
	Iteration 4Q: 3 clusters Score -2494402 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2494645.000000 Penalty: 4967.032715
	Iteration 5Q: 3 clusters Score -2494645 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2494914.500000 Penalty: 4967.032715
	Iteration 6Q: 3 clusters Score -2494914 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2495284.750000 Penalty: 4967.032715
	Iteration 7Q: 3 clusters Score -2495285 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2495870.000000 Penalty: 4967.032715
	Iteration 8Q: 3 clusters Score -2495870 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2496803.500000 Penalty: 4967.032715
	Iteration 9F: 3 clusters Score -2496804 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2497959.000000 Penalty: 4967.032715
	Iteration 10F: 3 clusters Score -2497959 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -2499159.500000 Penalty: 4967.032715
	Iteration 11F: 3 clusters Score -2499160 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2500472.500000 Penalty: 4967.032715
	Iteration 12F: 3 clusters Score -2500472 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2501697.250000 Penalty: 4967.032715
	Iteration 13F: 3 clusters Score -2501697 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2502538.250000 Penalty: 4967.032715
	Iteration 14Q: 3 clusters Score -2502538 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2502966.500000 Penalty: 4967.032715
	Iteration 15Q: 3 clusters Score -2502966 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -2503079.000000 Penalty: 4967.032715
	Iteration 16Q: 3 clusters Score -2503079 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2503143.500000 Penalty: 4967.032715
	Iteration 17Q: 3 clusters Score -2503144 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2503194.000000 Penalty: 4967.032715
	Iteration 18Q: 3 clusters Score -2503194 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -2503228.750000 Penalty: 4967.032715
	Iteration 19Q: 3 clusters Score -2503229 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2503257.000000 Penalty: 4967.032715
	Iteration 20F: 3 clusters Score -2503257 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2503276.000000 Penalty: 4967.032715
	Iteration 21Q: 3 clusters Score -2503276 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2503295.000000 Penalty: 4967.032715
	Iteration 22Q: 3 clusters Score -2503295 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2503301.000000 Penalty: 4967.032715
	Iteration 23Q: 3 clusters Score -2503301 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2503314.250000 Penalty: 4967.032715
	Iteration 24Q: 3 clusters Score -2503314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2503330.000000 Penalty: 4967.032715
	Iteration 25Q: 3 clusters Score -2503330 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2503346.500000 Penalty: 4967.032715
	Iteration 26Q: 3 clusters Score -2503346 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2503347.000000 Penalty: 4967.032715
	Iteration 27Q: 3 clusters Score -2503347 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2503359.500000 Penalty: 4967.032715
	Iteration 28Q: 3 clusters Score -2503360 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2503372.750000 Penalty: 4967.032715
	Iteration 29Q: 3 clusters Score -2503373 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2503382.500000 Penalty: 4967.032715
	Iteration 30Q: 3 clusters Score -2503382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2503399.500000 Penalty: 4967.032715
	Iteration 31Q: 3 clusters Score -2503400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2503407.750000 Penalty: 4967.032715
	Iteration 32Q: 3 clusters Score -2503408 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2503420.750000 Penalty: 4967.032715
	Iteration 33Q: 3 clusters Score -2503421 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2503432.250000 Penalty: 4967.032715
	Iteration 34Q: 3 clusters Score -2503432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2503435.750000 Penalty: 4967.032715
	Iteration 35Q: 3 clusters Score -2503436 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2503452.250000 Penalty: 4967.032715
	Iteration 36Q: 3 clusters Score -2503452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2503455.750000 Penalty: 4967.032715
	Iteration 37Q: 3 clusters Score -2503456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2503474.250000 Penalty: 4967.032715
	Iteration 38Q: 3 clusters Score -2503474 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2503482.000000 Penalty: 4967.032715
	Iteration 39Q: 3 clusters Score -2503482 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2503492.750000 Penalty: 4967.032715
	Iteration 40F: 3 clusters Score -2503493 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2503518.000000 Penalty: 4967.032715
	Iteration 41Q: 3 clusters Score -2503518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2503529.500000 Penalty: 4967.032715
	Iteration 42Q: 3 clusters Score -2503530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2503551.750000 Penalty: 4967.032715
	Iteration 43Q: 3 clusters Score -2503552 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2503565.250000 Penalty: 4967.032715
	Iteration 44Q: 3 clusters Score -2503565 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2503580.250000 Penalty: 4967.032715
	Iteration 45Q: 3 clusters Score -2503580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2503602.000000 Penalty: 4967.032715
	Iteration 46Q: 3 clusters Score -2503602 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2503625.000000 Penalty: 4967.032715
	Iteration 47Q: 3 clusters Score -2503625 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2503659.750000 Penalty: 4967.032715
	Iteration 48Q: 3 clusters Score -2503660 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2503697.750000 Penalty: 4967.032715
	Iteration 49Q: 3 clusters Score -2503698 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2503743.000000 Penalty: 4967.032715
	Iteration 50Q: 3 clusters Score -2503743 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2503793.000000 Penalty: 4967.032715
	Iteration 51Q: 3 clusters Score -2503793 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2503837.750000 Penalty: 4967.032715
	Iteration 52Q: 3 clusters Score -2503838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2503873.000000 Penalty: 4967.032715
	Iteration 53Q: 3 clusters Score -2503873 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2503887.250000 Penalty: 4967.032715
	Iteration 54Q: 3 clusters Score -2503887 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2503904.250000 Penalty: 4967.032715
	Iteration 55Q: 3 clusters Score -2503904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2503920.000000 Penalty: 4967.032715
	Iteration 56Q: 3 clusters Score -2503920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2503940.750000 Penalty: 4967.032715
	Iteration 57Q: 3 clusters Score -2503941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2503957.500000 Penalty: 4967.032715
	Iteration 58Q: 3 clusters Score -2503958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2503962.000000 Penalty: 4967.032715
	Iteration 59Q: 3 clusters Score -2503962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2503969.250000 Penalty: 4967.032715
	Iteration 60F: 3 clusters Score -2503969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2503973.750000 Penalty: 4967.032715
	Iteration 61Q: 3 clusters Score -2503974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2503972.500000 Penalty: 4967.032715
	Iteration 62Q: 3 clusters Score -2503972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2503977.250000 Penalty: 4967.032715
	Iteration 63Q: 3 clusters Score -2503977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2503979.000000 Penalty: 4967.032715
	Iteration 64Q: 3 clusters Score -2503979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -2503978.500000 Penalty: 4967.032715
	Iteration 65Q: 3 clusters Score -2503978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2503980.750000 Penalty: 4967.032715
	Iteration 66Q: 3 clusters Score -2503981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -2503981.000000 Penalty: 4967.032715
	Iteration 67Q: 3 clusters Score -2503981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2503981.250000 Penalty: 4967.032715
	Iteration 68Q: 3 clusters Score -2503981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2503982.500000 Penalty: 4967.032715
	Iteration 69Q: 3 clusters Score -2503982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2503984.500000 Penalty: 4967.032715
	Iteration 70Q: 3 clusters Score -2503984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -2503985.750000 Penalty: 4967.032715
	Iteration 71Q: 3 clusters Score -2503986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2503986.500000 Penalty: 4967.032715
	Iteration 72Q: 3 clusters Score -2503986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2503986.500000 Penalty: 4967.032715
	Iteration 73F: 3 clusters Score -2503986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 94574 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151944 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7456 members 
Mstep: Class 11 contains 20576 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51591 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324468 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9237 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113509 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100280.000000 Penalty: 78209.109375
Iteration 159Q: 24 clusters Score -9.810028e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 94589 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151934 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7403 members 
Mstep: Class 11 contains 20575 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51589 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324472 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9235 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113507 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100384.000000 Penalty: 78209.109375
Iteration 160F: 24 clusters Score -9.810038e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 94604 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151929 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7365 members 
Mstep: Class 11 contains 20576 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51588 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324461 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9227 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113507 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100440.000000 Penalty: 78209.109375
Iteration 161Q: 24 clusters Score -9.810044e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 94618 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151923 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7337 members 
Mstep: Class 11 contains 20576 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51587 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1162 members 
Mstep: Class 16 contains 324448 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9217 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113508 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100560.000000 Penalty: 78209.109375
Iteration 162Q: 24 clusters Score -9.810056e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 94629 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26592 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151918 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7308 members 
Mstep: Class 11 contains 20577 members 
Mstep: Class 12 contains 562 members 
Mstep: Class 13 contains 51588 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1161 members 
Mstep: Class 16 contains 324437 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9208 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113508 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100552.000000 Penalty: 78209.109375
Iteration 163Q: 24 clusters Score -9.810055e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 94638 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26591 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 151914 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7264 members 
Mstep: Class 11 contains 20577 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51586 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324434 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9202 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113508 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100640.000000 Penalty: 78209.109375
Iteration 164Q: 24 clusters Score -9.810064e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 94647 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26591 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151911 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7219 members 
Mstep: Class 11 contains 20576 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51585 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324435 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9202 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113506 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100560.000000 Penalty: 78209.109375
Iteration 165Q: 24 clusters Score -9.810056e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 94654 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26591 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151905 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7178 members 
Mstep: Class 11 contains 20576 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51584 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324431 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9196 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113505 members 
Mstep: Class 24 contains 22342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100584.000000 Penalty: 78209.109375
Iteration 166Q: 24 clusters Score -9.810058e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 94664 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26591 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151895 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7144 members 
Mstep: Class 11 contains 20576 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51582 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324436 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9186 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113503 members 
Mstep: Class 24 contains 22342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100584.000000 Penalty: 78209.109375
Iteration 167Q: 24 clusters Score -9.810058e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 94670 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26591 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151889 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7102 members 
Mstep: Class 11 contains 20576 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51582 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324441 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9174 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113504 members 
Mstep: Class 24 contains 22342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100432.000000 Penalty: 78209.109375
Iteration 168Q: 24 clusters Score -9.810043e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 94676 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26591 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151884 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7072 members 
Mstep: Class 11 contains 20575 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51581 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324439 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9163 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113507 members 
Mstep: Class 24 contains 22342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100520.000000 Penalty: 78209.109375
Iteration 169Q: 24 clusters Score -9.810052e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 94687 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26593 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151880 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7035 members 
Mstep: Class 11 contains 20575 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51580 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324430 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9154 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113508 members 
Mstep: Class 24 contains 22342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100432.000000 Penalty: 78209.109375
Iteration 170Q: 24 clusters Score -9.810043e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 94703 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26594 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151871 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 7002 members 
Mstep: Class 11 contains 20575 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51576 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324416 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9155 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113510 members 
Mstep: Class 24 contains 22342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100480.000000 Penalty: 78209.109375
Iteration 171Q: 24 clusters Score -9.810048e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 94718 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26594 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151868 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6969 members 
Mstep: Class 11 contains 20576 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51580 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324403 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9154 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113509 members 
Mstep: Class 24 contains 22342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100536.000000 Penalty: 78209.109375
Iteration 172Q: 24 clusters Score -9.810054e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 94734 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26594 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151862 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6934 members 
Mstep: Class 11 contains 20577 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51586 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324389 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9148 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113508 members 
Mstep: Class 24 contains 22343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100656.000000 Penalty: 78209.109375
Iteration 173Q: 24 clusters Score -9.810066e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 94742 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26593 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151856 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6905 members 
Mstep: Class 11 contains 20574 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51592 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324391 members 
Mstep: Class 17 contains 6858 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9137 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113509 members 
Mstep: Class 24 contains 22343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100696.000000 Penalty: 78209.109375
Iteration 174Q: 24 clusters Score -9.81007e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 94748 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26594 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10806 members 
Mstep: Class 7 contains 151855 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6878 members 
Mstep: Class 11 contains 20572 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51594 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324386 members 
Mstep: Class 17 contains 6859 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9134 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113511 members 
Mstep: Class 24 contains 22342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100672.000000 Penalty: 78209.109375
Iteration 175Q: 24 clusters Score -9.810067e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 94748 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26595 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10805 members 
Mstep: Class 7 contains 151853 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6848 members 
Mstep: Class 11 contains 20570 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51599 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324389 members 
Mstep: Class 17 contains 6859 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9131 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113512 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100712.000000 Penalty: 78209.109375
Iteration 176Q: 24 clusters Score -9.810071e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 94753 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26595 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10804 members 
Mstep: Class 7 contains 151847 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6821 members 
Mstep: Class 11 contains 20571 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51599 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324388 members 
Mstep: Class 17 contains 6860 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9126 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113511 members 
Mstep: Class 24 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100680.000000 Penalty: 78209.109375
Iteration 177Q: 24 clusters Score -9.810068e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 94761 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26595 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10803 members 
Mstep: Class 7 contains 151838 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6788 members 
Mstep: Class 11 contains 20567 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51602 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324392 members 
Mstep: Class 17 contains 6861 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9117 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113513 members 
Mstep: Class 24 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100672.000000 Penalty: 78209.109375
Iteration 178Q: 24 clusters Score -9.810067e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 94769 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26596 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10802 members 
Mstep: Class 7 contains 151833 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6759 members 
Mstep: Class 11 contains 20567 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51603 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324384 members 
Mstep: Class 17 contains 6862 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9113 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113515 members 
Mstep: Class 24 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100784.000000 Penalty: 78209.109375
Iteration 179Q: 24 clusters Score -9.810078e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 94775 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10802 members 
Mstep: Class 7 contains 151832 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6729 members 
Mstep: Class 11 contains 20567 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51603 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324383 members 
Mstep: Class 17 contains 6862 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9111 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 113512 members 
Mstep: Class 24 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100832.000000 Penalty: 78209.109375
Iteration 180F: 24 clusters Score -9.810083e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 94778 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26599 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10802 members 
Mstep: Class 7 contains 151829 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6690 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51606 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 324381 members 
Mstep: Class 17 contains 6862 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9110 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113511 members 
Mstep: Class 24 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100824.000000 Penalty: 78209.109375
Iteration 181Q: 24 clusters Score -9.810082e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 94780 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26599 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10802 members 
Mstep: Class 7 contains 151823 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6649 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51609 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1165 members 
Mstep: Class 16 contains 324377 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9108 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113510 members 
Mstep: Class 24 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100768.000000 Penalty: 78209.109375
Iteration 182Q: 24 clusters Score -9.810077e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 94781 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26599 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10802 members 
Mstep: Class 7 contains 151821 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6618 members 
Mstep: Class 11 contains 20565 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51610 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1166 members 
Mstep: Class 16 contains 324375 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9110 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113512 members 
Mstep: Class 24 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100832.000000 Penalty: 78209.109375
Iteration 183Q: 24 clusters Score -9.810083e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 94783 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10802 members 
Mstep: Class 7 contains 151815 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6586 members 
Mstep: Class 11 contains 20565 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51612 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1167 members 
Mstep: Class 16 contains 324378 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9107 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113512 members 
Mstep: Class 24 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100808.000000 Penalty: 78209.109375
Iteration 184Q: 24 clusters Score -9.810081e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 94785 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10802 members 
Mstep: Class 7 contains 151809 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6556 members 
Mstep: Class 11 contains 20565 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51615 members 
Mstep: Class 14 contains 15752 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324371 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9105 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113513 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100856.000000 Penalty: 78209.109375
Iteration 185Q: 24 clusters Score -9.810086e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 94785 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26599 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10802 members 
Mstep: Class 7 contains 151801 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6518 members 
Mstep: Class 11 contains 20565 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51619 members 
Mstep: Class 14 contains 15752 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324369 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9105 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113513 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100960.000000 Penalty: 78209.109375
Iteration 186Q: 24 clusters Score -9.810096e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 94789 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26600 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10802 members 
Mstep: Class 7 contains 151791 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6490 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51624 members 
Mstep: Class 14 contains 15752 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324365 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9101 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113513 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100944.000000 Penalty: 78209.109375
Iteration 187Q: 24 clusters Score -9.810094e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 94791 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26601 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10802 members 
Mstep: Class 7 contains 151777 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6459 members 
Mstep: Class 11 contains 20567 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51626 members 
Mstep: Class 14 contains 15752 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324367 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9099 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113516 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100888.000000 Penalty: 78209.109375
Iteration 188Q: 24 clusters Score -9.810089e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 94791 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26601 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10800 members 
Mstep: Class 7 contains 151766 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6426 members 
Mstep: Class 11 contains 20566 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51631 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324360 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9094 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113518 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100928.000000 Penalty: 78209.109375
Iteration 189Q: 24 clusters Score -9.810093e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 94790 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26602 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10799 members 
Mstep: Class 7 contains 151756 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6407 members 
Mstep: Class 11 contains 20563 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51633 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324358 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9083 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113519 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100832.000000 Penalty: 78209.109375
Iteration 190Q: 24 clusters Score -9.810083e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 94796 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26601 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10798 members 
Mstep: Class 7 contains 151747 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6382 members 
Mstep: Class 11 contains 20564 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51636 members 
Mstep: Class 14 contains 15752 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324356 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9072 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113518 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100856.000000 Penalty: 78209.109375
Iteration 191Q: 24 clusters Score -9.810086e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 94795 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26601 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10797 members 
Mstep: Class 7 contains 151734 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6358 members 
Mstep: Class 11 contains 20563 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51638 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324365 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9068 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113516 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100752.000000 Penalty: 78209.109375
Iteration 192Q: 24 clusters Score -9.810075e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 94796 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26601 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10796 members 
Mstep: Class 7 contains 151724 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 20562 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51640 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324367 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9062 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113515 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100760.000000 Penalty: 78209.109375
Iteration 193Q: 24 clusters Score -9.810076e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 94799 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26601 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10794 members 
Mstep: Class 7 contains 151720 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6316 members 
Mstep: Class 11 contains 20561 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51643 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324373 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9056 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113512 members 
Mstep: Class 24 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100744.000000 Penalty: 78209.109375
Iteration 194Q: 24 clusters Score -9.810074e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 94797 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26601 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10792 members 
Mstep: Class 7 contains 151720 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 20560 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51644 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324363 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113514 members 
Mstep: Class 24 contains 22338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100760.000000 Penalty: 78209.109375
Iteration 195Q: 24 clusters Score -9.810076e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 94801 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26601 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10791 members 
Mstep: Class 7 contains 151718 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6284 members 
Mstep: Class 11 contains 20560 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51647 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324360 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9044 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113511 members 
Mstep: Class 24 contains 22338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100704.000000 Penalty: 78209.109375
Iteration 196Q: 24 clusters Score -9.81007e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 94809 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26602 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10791 members 
Mstep: Class 7 contains 151709 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6267 members 
Mstep: Class 11 contains 20558 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51648 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324360 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9041 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113508 members 
Mstep: Class 24 contains 22338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100752.000000 Penalty: 78209.109375
Iteration 197Q: 24 clusters Score -9.810075e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 94819 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26603 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10791 members 
Mstep: Class 7 contains 151694 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 20557 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51649 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324360 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9041 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113508 members 
Mstep: Class 24 contains 22338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100760.000000 Penalty: 78209.109375
Iteration 198Q: 24 clusters Score -9.810076e+07 nChanged 69
Entering ConstructFrom: 
Score: -98100760.000000 Penalty: 78209.109375
Entering ConstructFrom: 
Trying to split cluster 1 (29985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Entering Unmasked Estep 
Score: -3275389.250000 Penalty: 2556.496338
	Iteration 0F: 2 clusters Score -3275389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3254831.250000 Penalty: 5112.992676
	Iteration 0F: 3 clusters Score -3254831 nChanged 13468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -3262193.250000 Penalty: 5112.992676
	Iteration 1F: 3 clusters Score -3262193 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -3262719.250000 Penalty: 5112.992676
	Iteration 2Q: 3 clusters Score -3262719 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3263323.000000 Penalty: 5112.992676
	Iteration 3Q: 3 clusters Score -3263323 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -3264184.750000 Penalty: 5112.992676
	Iteration 4F: 3 clusters Score -3264185 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3265484.750000 Penalty: 5112.992676
	Iteration 5F: 3 clusters Score -3265485 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3267343.500000 Penalty: 5112.992676
	Iteration 6F: 3 clusters Score -3267344 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3269516.750000 Penalty: 5112.992676
	Iteration 7F: 3 clusters Score -3269517 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3271295.250000 Penalty: 5112.992676
	Iteration 8F: 3 clusters Score -3271295 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -3272348.250000 Penalty: 5112.992676
	Iteration 9Q: 3 clusters Score -3272348 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -3272770.000000 Penalty: 5112.992676
	Iteration 10Q: 3 clusters Score -3272770 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -3272983.250000 Penalty: 5112.992676
	Iteration 11Q: 3 clusters Score -3272983 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -3273058.250000 Penalty: 5112.992676
	Iteration 12Q: 3 clusters Score -3273058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3273100.000000 Penalty: 5112.992676
	Iteration 13Q: 3 clusters Score -3273100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -3273116.500000 Penalty: 5112.992676
	Iteration 14Q: 3 clusters Score -3273116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -3273141.000000 Penalty: 5112.992676
	Iteration 15Q: 3 clusters Score -3273141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -3273153.500000 Penalty: 5112.992676
	Iteration 16Q: 3 clusters Score -3273154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -3273161.750000 Penalty: 5112.992676
	Iteration 17Q: 3 clusters Score -3273162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -3273168.750000 Penalty: 5112.992676
	Iteration 18Q: 3 clusters Score -3273169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -3273176.500000 Penalty: 5112.992676
	Iteration 19Q: 3 clusters Score -3273176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -3273176.500000 Penalty: 5112.992676
	Iteration 20F: 3 clusters Score -3273176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94825 members 
Entering Unmasked Estep 
Score: -10621601.000000 Penalty: 2842.027588
	Iteration 0F: 2 clusters Score -1.06216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -10558211.000000 Penalty: 5684.055176
	Iteration 0F: 3 clusters Score -1.055821e+07 nChanged 44754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -10583567.000000 Penalty: 5684.055176
	Iteration 1F: 3 clusters Score -1.058357e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -10584634.000000 Penalty: 5684.055176
	Iteration 2Q: 3 clusters Score -1.058463e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -10585867.000000 Penalty: 5684.055176
	Iteration 3Q: 3 clusters Score -1.058587e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -10587685.000000 Penalty: 5684.055176
	Iteration 4Q: 3 clusters Score -1.058768e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61017 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -10590602.000000 Penalty: 5684.055176
	Iteration 5F: 3 clusters Score -1.05906e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66965 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -10595316.000000 Penalty: 5684.055176
	Iteration 6F: 3 clusters Score -1.059532e+07 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73894 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -10601479.000000 Penalty: 5684.055176
	Iteration 7F: 3 clusters Score -1.060148e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80404 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -10607677.000000 Penalty: 5684.055176
	Iteration 8F: 3 clusters Score -1.060768e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85566 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -10612454.000000 Penalty: 5684.055176
	Iteration 9F: 3 clusters Score -1.061245e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88948 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -10615526.000000 Penalty: 5684.055176
	Iteration 10Q: 3 clusters Score -1.061553e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90897 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -10617198.000000 Penalty: 5684.055176
	Iteration 11Q: 3 clusters Score -1.06172e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91955 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -10618095.000000 Penalty: 5684.055176
	Iteration 12Q: 3 clusters Score -1.06181e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92588 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -10618592.000000 Penalty: 5684.055176
	Iteration 13Q: 3 clusters Score -1.061859e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -10618909.000000 Penalty: 5684.055176
	Iteration 14Q: 3 clusters Score -1.061891e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -10619081.000000 Penalty: 5684.055176
	Iteration 15Q: 3 clusters Score -1.061908e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93321 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10619298.000000 Penalty: 5684.055176
	Iteration 16Q: 3 clusters Score -1.06193e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93407 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -10619508.000000 Penalty: 5684.055176
	Iteration 17Q: 3 clusters Score -1.061951e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93432 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10619638.000000 Penalty: 5684.055176
	Iteration 18Q: 3 clusters Score -1.061964e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93423 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -10619720.000000 Penalty: 5684.055176
	Iteration 19Q: 3 clusters Score -1.061972e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -10619766.000000 Penalty: 5684.055176
	Iteration 20F: 3 clusters Score -1.061977e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -10619840.000000 Penalty: 5684.055176
	Iteration 21Q: 3 clusters Score -1.061984e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93311 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -10619874.000000 Penalty: 5684.055176
	Iteration 22Q: 3 clusters Score -1.061987e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93282 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -10619909.000000 Penalty: 5684.055176
	Iteration 23Q: 3 clusters Score -1.061991e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -10619965.000000 Penalty: 5684.055176
	Iteration 24Q: 3 clusters Score -1.061996e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93206 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -10619978.000000 Penalty: 5684.055176
	Iteration 25Q: 3 clusters Score -1.061998e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93165 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -10619981.000000 Penalty: 5684.055176
	Iteration 26Q: 3 clusters Score -1.061998e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93100 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10620025.000000 Penalty: 5684.055176
	Iteration 27Q: 3 clusters Score -1.062002e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -10620050.000000 Penalty: 5684.055176
	Iteration 28Q: 3 clusters Score -1.062005e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92966 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -10620075.000000 Penalty: 5684.055176
	Iteration 29Q: 3 clusters Score -1.062008e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92896 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10620092.000000 Penalty: 5684.055176
	Iteration 30Q: 3 clusters Score -1.062009e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92823 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -10620144.000000 Penalty: 5684.055176
	Iteration 31Q: 3 clusters Score -1.062014e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92754 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -10620155.000000 Penalty: 5684.055176
	Iteration 32Q: 3 clusters Score -1.062016e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92694 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -10620178.000000 Penalty: 5684.055176
	Iteration 33Q: 3 clusters Score -1.062018e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92639 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -10620191.000000 Penalty: 5684.055176
	Iteration 34Q: 3 clusters Score -1.062019e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92581 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -10620216.000000 Penalty: 5684.055176
	Iteration 35Q: 3 clusters Score -1.062022e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92521 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -10620212.000000 Penalty: 5684.055176
	Iteration 36Q: 3 clusters Score -1.062021e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92473 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -10620237.000000 Penalty: 5684.055176
	Iteration 37Q: 3 clusters Score -1.062024e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92414 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -10620259.000000 Penalty: 5684.055176
	Iteration 38Q: 3 clusters Score -1.062026e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92371 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -10620282.000000 Penalty: 5684.055176
	Iteration 39Q: 3 clusters Score -1.062028e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92326 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -10620323.000000 Penalty: 5684.055176
	Iteration 40F: 3 clusters Score -1.062032e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92274 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -10620349.000000 Penalty: 5684.055176
	Iteration 41Q: 3 clusters Score -1.062035e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92231 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -10620367.000000 Penalty: 5684.055176
	Iteration 42Q: 3 clusters Score -1.062037e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92176 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -10620371.000000 Penalty: 5684.055176
	Iteration 43Q: 3 clusters Score -1.062037e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92113 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -10620382.000000 Penalty: 5684.055176
	Iteration 44Q: 3 clusters Score -1.062038e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92056 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -10620396.000000 Penalty: 5684.055176
	Iteration 45Q: 3 clusters Score -1.06204e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92002 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -10620375.000000 Penalty: 5684.055176
	Iteration 46Q: 3 clusters Score -1.062038e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91957 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -10620417.000000 Penalty: 5684.055176
	Iteration 47Q: 3 clusters Score -1.062042e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91912 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -10620443.000000 Penalty: 5684.055176
	Iteration 48Q: 3 clusters Score -1.062044e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91868 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -10620457.000000 Penalty: 5684.055176
	Iteration 49Q: 3 clusters Score -1.062046e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91823 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -10620449.000000 Penalty: 5684.055176
	Iteration 50Q: 3 clusters Score -1.062045e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91769 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -10620467.000000 Penalty: 5684.055176
	Iteration 51Q: 3 clusters Score -1.062047e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91720 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -10620501.000000 Penalty: 5684.055176
	Iteration 52Q: 3 clusters Score -1.06205e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91655 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -10620524.000000 Penalty: 5684.055176
	Iteration 53Q: 3 clusters Score -1.062052e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91592 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -10620527.000000 Penalty: 5684.055176
	Iteration 54Q: 3 clusters Score -1.062053e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91521 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -10620542.000000 Penalty: 5684.055176
	Iteration 55Q: 3 clusters Score -1.062054e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91454 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -10620562.000000 Penalty: 5684.055176
	Iteration 56Q: 3 clusters Score -1.062056e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91380 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -10620597.000000 Penalty: 5684.055176
	Iteration 57Q: 3 clusters Score -1.06206e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91297 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -10620607.000000 Penalty: 5684.055176
	Iteration 58Q: 3 clusters Score -1.062061e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91229 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -10620631.000000 Penalty: 5684.055176
	Iteration 59Q: 3 clusters Score -1.062063e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91159 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -10620652.000000 Penalty: 5684.055176
	Iteration 60F: 3 clusters Score -1.062065e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91107 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -10620645.000000 Penalty: 5684.055176
	Iteration 61Q: 3 clusters Score -1.062064e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -10620660.000000 Penalty: 5684.055176
	Iteration 62Q: 3 clusters Score -1.062066e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90998 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -10620667.000000 Penalty: 5684.055176
	Iteration 63Q: 3 clusters Score -1.062067e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90939 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -10620661.000000 Penalty: 5684.055176
	Iteration 64Q: 3 clusters Score -1.062066e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -10620675.000000 Penalty: 5684.055176
	Iteration 65Q: 3 clusters Score -1.062068e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90825 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -10620689.000000 Penalty: 5684.055176
	Iteration 66Q: 3 clusters Score -1.062069e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90776 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -10620682.000000 Penalty: 5684.055176
	Iteration 67Q: 3 clusters Score -1.062068e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90723 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -10620678.000000 Penalty: 5684.055176
	Iteration 68Q: 3 clusters Score -1.062068e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90677 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -10620686.000000 Penalty: 5684.055176
	Iteration 69Q: 3 clusters Score -1.062069e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90630 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -10620731.000000 Penalty: 5684.055176
	Iteration 70Q: 3 clusters Score -1.062073e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90583 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -10620741.000000 Penalty: 5684.055176
	Iteration 71Q: 3 clusters Score -1.062074e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90531 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -10620749.000000 Penalty: 5684.055176
	Iteration 72Q: 3 clusters Score -1.062075e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90484 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -10620753.000000 Penalty: 5684.055176
	Iteration 73Q: 3 clusters Score -1.062075e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90448 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -10620752.000000 Penalty: 5684.055176
	Iteration 74Q: 3 clusters Score -1.062075e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -10620740.000000 Penalty: 5684.055176
	Iteration 75Q: 3 clusters Score -1.062074e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90364 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -10620778.000000 Penalty: 5684.055176
	Iteration 76Q: 3 clusters Score -1.062078e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90306 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -10620797.000000 Penalty: 5684.055176
	Iteration 77Q: 3 clusters Score -1.06208e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90236 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -10620805.000000 Penalty: 5684.055176
	Iteration 78Q: 3 clusters Score -1.06208e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -10620815.000000 Penalty: 5684.055176
	Iteration 79Q: 3 clusters Score -1.062082e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -10620819.000000 Penalty: 5684.055176
	Iteration 80F: 3 clusters Score -1.062082e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -10620835.000000 Penalty: 5684.055176
	Iteration 81Q: 3 clusters Score -1.062084e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89920 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -10620850.000000 Penalty: 5684.055176
	Iteration 82Q: 3 clusters Score -1.062085e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89846 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -10620869.000000 Penalty: 5684.055176
	Iteration 83Q: 3 clusters Score -1.062087e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89775 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -10620864.000000 Penalty: 5684.055176
	Iteration 84Q: 3 clusters Score -1.062086e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89722 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -10620869.000000 Penalty: 5684.055176
	Iteration 85Q: 3 clusters Score -1.062087e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89668 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -10620872.000000 Penalty: 5684.055176
	Iteration 86Q: 3 clusters Score -1.062087e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -10620886.000000 Penalty: 5684.055176
	Iteration 87Q: 3 clusters Score -1.062089e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89548 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -10620893.000000 Penalty: 5684.055176
	Iteration 88Q: 3 clusters Score -1.062089e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89475 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -10620877.000000 Penalty: 5684.055176
	Iteration 89Q: 3 clusters Score -1.062088e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89411 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -10620889.000000 Penalty: 5684.055176
	Iteration 90Q: 3 clusters Score -1.062089e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89359 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -10620904.000000 Penalty: 5684.055176
	Iteration 91Q: 3 clusters Score -1.06209e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89300 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -10620916.000000 Penalty: 5684.055176
	Iteration 92Q: 3 clusters Score -1.062092e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -10620908.000000 Penalty: 5684.055176
	Iteration 93Q: 3 clusters Score -1.062091e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89188 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -10620910.000000 Penalty: 5684.055176
	Iteration 94Q: 3 clusters Score -1.062091e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89145 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -10620923.000000 Penalty: 5684.055176
	Iteration 95Q: 3 clusters Score -1.062092e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89111 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -10620936.000000 Penalty: 5684.055176
	Iteration 96Q: 3 clusters Score -1.062094e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -10620942.000000 Penalty: 5684.055176
	Iteration 97Q: 3 clusters Score -1.062094e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89030 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -10620951.000000 Penalty: 5684.055176
	Iteration 98Q: 3 clusters Score -1.062095e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88993 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -10620941.000000 Penalty: 5684.055176
	Iteration 99Q: 3 clusters Score -1.062094e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -10620950.000000 Penalty: 5684.055176
	Iteration 100F: 3 clusters Score -1.062095e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88925 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -10620939.000000 Penalty: 5684.055176
	Iteration 101Q: 3 clusters Score -1.062094e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -10620950.000000 Penalty: 5684.055176
	Iteration 102Q: 3 clusters Score -1.062095e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88839 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -10620958.000000 Penalty: 5684.055176
	Iteration 103Q: 3 clusters Score -1.062096e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -10620979.000000 Penalty: 5684.055176
	Iteration 104Q: 3 clusters Score -1.062098e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -10620970.000000 Penalty: 5684.055176
	Iteration 105Q: 3 clusters Score -1.062097e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88705 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -10620993.000000 Penalty: 5684.055176
	Iteration 106Q: 3 clusters Score -1.062099e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88659 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -10620994.000000 Penalty: 5684.055176
	Iteration 107Q: 3 clusters Score -1.062099e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -10620993.000000 Penalty: 5684.055176
	Iteration 108Q: 3 clusters Score -1.062099e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88552 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -10620992.000000 Penalty: 5684.055176
	Iteration 109Q: 3 clusters Score -1.062099e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88478 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -10620979.000000 Penalty: 5684.055176
	Iteration 110Q: 3 clusters Score -1.062098e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88410 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -10620976.000000 Penalty: 5684.055176
	Iteration 111Q: 3 clusters Score -1.062098e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88340 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -10621000.000000 Penalty: 5684.055176
	Iteration 112Q: 3 clusters Score -1.0621e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -10621017.000000 Penalty: 5684.055176
	Iteration 113Q: 3 clusters Score -1.062102e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88204 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -10621040.000000 Penalty: 5684.055176
	Iteration 114Q: 3 clusters Score -1.062104e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88130 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -10621043.000000 Penalty: 5684.055176
	Iteration 115Q: 3 clusters Score -1.062104e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -10621064.000000 Penalty: 5684.055176
	Iteration 116Q: 3 clusters Score -1.062106e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87971 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -10621068.000000 Penalty: 5684.055176
	Iteration 117Q: 3 clusters Score -1.062107e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -10621101.000000 Penalty: 5684.055176
	Iteration 118Q: 3 clusters Score -1.06211e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87816 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -10621102.000000 Penalty: 5684.055176
	Iteration 119Q: 3 clusters Score -1.06211e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87739 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -10621102.000000 Penalty: 5684.055176
	Iteration 120F: 3 clusters Score -1.06211e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87662 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -10621102.000000 Penalty: 5684.055176
	Iteration 121Q: 3 clusters Score -1.06211e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -10621104.000000 Penalty: 5684.055176
	Iteration 122Q: 3 clusters Score -1.06211e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87513 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -10621111.000000 Penalty: 5684.055176
	Iteration 123Q: 3 clusters Score -1.062111e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87433 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -10621142.000000 Penalty: 5684.055176
	Iteration 124Q: 3 clusters Score -1.062114e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87364 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -10621128.000000 Penalty: 5684.055176
	Iteration 125Q: 3 clusters Score -1.062113e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87291 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -10621151.000000 Penalty: 5684.055176
	Iteration 126Q: 3 clusters Score -1.062115e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87215 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -10621190.000000 Penalty: 5684.055176
	Iteration 127Q: 3 clusters Score -1.062119e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87150 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -10621194.000000 Penalty: 5684.055176
	Iteration 128Q: 3 clusters Score -1.062119e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87091 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -10621194.000000 Penalty: 5684.055176
	Iteration 129Q: 3 clusters Score -1.062119e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87033 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -10621183.000000 Penalty: 5684.055176
	Iteration 130Q: 3 clusters Score -1.062118e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86987 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -10621190.000000 Penalty: 5684.055176
	Iteration 131Q: 3 clusters Score -1.062119e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86947 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -10621190.000000 Penalty: 5684.055176
	Iteration 132Q: 3 clusters Score -1.062119e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -10621196.000000 Penalty: 5684.055176
	Iteration 133Q: 3 clusters Score -1.06212e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -10621207.000000 Penalty: 5684.055176
	Iteration 134Q: 3 clusters Score -1.062121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86846 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -10621206.000000 Penalty: 5684.055176
	Iteration 135Q: 3 clusters Score -1.062121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -10621193.000000 Penalty: 5684.055176
	Iteration 136Q: 3 clusters Score -1.062119e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86792 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -10621188.000000 Penalty: 5684.055176
	Iteration 137Q: 3 clusters Score -1.062119e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -10621204.000000 Penalty: 5684.055176
	Iteration 138Q: 3 clusters Score -1.06212e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86733 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -10621214.000000 Penalty: 5684.055176
	Iteration 139Q: 3 clusters Score -1.062121e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86690 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -10621219.000000 Penalty: 5684.055176
	Iteration 140F: 3 clusters Score -1.062122e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86642 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -10621230.000000 Penalty: 5684.055176
	Iteration 141Q: 3 clusters Score -1.062123e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86586 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -10621223.000000 Penalty: 5684.055176
	Iteration 142Q: 3 clusters Score -1.062122e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86542 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -10621210.000000 Penalty: 5684.055176
	Iteration 143Q: 3 clusters Score -1.062121e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -10621218.000000 Penalty: 5684.055176
	Iteration 144Q: 3 clusters Score -1.062122e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -10621233.000000 Penalty: 5684.055176
	Iteration 145Q: 3 clusters Score -1.062123e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86408 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -10621244.000000 Penalty: 5684.055176
	Iteration 146Q: 3 clusters Score -1.062124e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86373 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -10621221.000000 Penalty: 5684.055176
	Iteration 147Q: 3 clusters Score -1.062122e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86327 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -10621214.000000 Penalty: 5684.055176
	Iteration 148Q: 3 clusters Score -1.062121e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -10621207.000000 Penalty: 5684.055176
	Iteration 149Q: 3 clusters Score -1.062121e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -10621219.000000 Penalty: 5684.055176
	Iteration 150Q: 3 clusters Score -1.062122e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86241 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -10621214.000000 Penalty: 5684.055176
	Iteration 151Q: 3 clusters Score -1.062121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86222 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -10621222.000000 Penalty: 5684.055176
	Iteration 152Q: 3 clusters Score -1.062122e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -10621224.000000 Penalty: 5684.055176
	Iteration 153Q: 3 clusters Score -1.062122e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86177 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -10621214.000000 Penalty: 5684.055176
	Iteration 154Q: 3 clusters Score -1.062121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86159 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -10621225.000000 Penalty: 5684.055176
	Iteration 155Q: 3 clusters Score -1.062122e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86144 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -10621227.000000 Penalty: 5684.055176
	Iteration 156Q: 3 clusters Score -1.062123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86137 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -10621236.000000 Penalty: 5684.055176
	Iteration 157Q: 3 clusters Score -1.062124e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86127 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -10621229.000000 Penalty: 5684.055176
	Iteration 158Q: 3 clusters Score -1.062123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86124 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -10621222.000000 Penalty: 5684.055176
	Iteration 159Q: 3 clusters Score -1.062122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86123 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -10621220.000000 Penalty: 5684.055176
	Iteration 160F: 3 clusters Score -1.062122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -303219.687500 Penalty: 1964.000366
	Iteration 0F: 2 clusters Score -303219.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -300098.468750 Penalty: 3928.000732
	Iteration 0F: 3 clusters Score -300098.5 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -300659.500000 Penalty: 3928.000732
	Iteration 1F: 3 clusters Score -300659.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -300810.625000 Penalty: 3928.000732
	Iteration 2F: 3 clusters Score -300810.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -300883.000000 Penalty: 3928.000732
	Iteration 3Q: 3 clusters Score -300883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -300922.093750 Penalty: 3928.000732
	Iteration 4Q: 3 clusters Score -300922.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -300952.718750 Penalty: 3928.000732
	Iteration 5Q: 3 clusters Score -300952.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -300972.937500 Penalty: 3928.000732
	Iteration 6Q: 3 clusters Score -300972.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -300991.406250 Penalty: 3928.000732
	Iteration 7Q: 3 clusters Score -300991.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -301007.218750 Penalty: 3928.000732
	Iteration 8Q: 3 clusters Score -301007.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -301030.156250 Penalty: 3928.000732
	Iteration 9Q: 3 clusters Score -301030.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -301052.843750 Penalty: 3928.000732
	Iteration 10Q: 3 clusters Score -301052.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -301072.312500 Penalty: 3928.000732
	Iteration 11Q: 3 clusters Score -301072.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -301085.343750 Penalty: 3928.000732
	Iteration 12Q: 3 clusters Score -301085.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -301099.500000 Penalty: 3928.000732
	Iteration 13Q: 3 clusters Score -301099.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -301114.312500 Penalty: 3928.000732
	Iteration 14Q: 3 clusters Score -301114.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -301122.906250 Penalty: 3928.000732
	Iteration 15Q: 3 clusters Score -301122.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -301128.218750 Penalty: 3928.000732
	Iteration 16Q: 3 clusters Score -301128.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -301131.468750 Penalty: 3928.000732
	Iteration 17Q: 3 clusters Score -301131.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -301136.531250 Penalty: 3928.000732
	Iteration 18Q: 3 clusters Score -301136.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -301141.312500 Penalty: 3928.000732
	Iteration 19Q: 3 clusters Score -301141.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -301144.906250 Penalty: 3928.000732
	Iteration 20F: 3 clusters Score -301144.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -301147.531250 Penalty: 3928.000732
	Iteration 21Q: 3 clusters Score -301147.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -301152.250000 Penalty: 3928.000732
	Iteration 22Q: 3 clusters Score -301152.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -301154.781250 Penalty: 3928.000732
	Iteration 23Q: 3 clusters Score -301154.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -301157.562500 Penalty: 3928.000732
	Iteration 24Q: 3 clusters Score -301157.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -301161.000000 Penalty: 3928.000732
	Iteration 25Q: 3 clusters Score -301161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -301163.125000 Penalty: 3928.000732
	Iteration 26Q: 3 clusters Score -301163.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -301164.656250 Penalty: 3928.000732
	Iteration 27Q: 3 clusters Score -301164.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -301168.031250 Penalty: 3928.000732
	Iteration 28Q: 3 clusters Score -301168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -301172.031250 Penalty: 3928.000732
	Iteration 29Q: 3 clusters Score -301172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -301173.187500 Penalty: 3928.000732
	Iteration 30Q: 3 clusters Score -301173.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -301174.281250 Penalty: 3928.000732
	Iteration 31Q: 3 clusters Score -301174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -301174.437500 Penalty: 3928.000732
	Iteration 32Q: 3 clusters Score -301174.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -301174.437500 Penalty: 3928.000732
	Iteration 33F: 3 clusters Score -301174.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Entering Unmasked Estep 
Score: -2779283.000000 Penalty: 2526.798828
	Iteration 0F: 2 clusters Score -2779283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2761005.500000 Penalty: 5053.597656
	Iteration 0F: 3 clusters Score -2761006 nChanged 11919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2767339.750000 Penalty: 5053.597656
	Iteration 1F: 3 clusters Score -2767340 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2767790.000000 Penalty: 5053.597656
	Iteration 2F: 3 clusters Score -2767790 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2768199.750000 Penalty: 5053.597656
	Iteration 3Q: 3 clusters Score -2768200 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2768676.750000 Penalty: 5053.597656
	Iteration 4Q: 3 clusters Score -2768677 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -2769319.750000 Penalty: 5053.597656
	Iteration 5Q: 3 clusters Score -2769320 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -2770260.000000 Penalty: 5053.597656
	Iteration 6F: 3 clusters Score -2770260 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -2771591.000000 Penalty: 5053.597656
	Iteration 7F: 3 clusters Score -2771591 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -2773254.500000 Penalty: 5053.597656
	Iteration 8F: 3 clusters Score -2773254 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2774886.000000 Penalty: 5053.597656
	Iteration 9F: 3 clusters Score -2774886 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2775976.000000 Penalty: 5053.597656
	Iteration 10Q: 3 clusters Score -2775976 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2776525.000000 Penalty: 5053.597656
	Iteration 11Q: 3 clusters Score -2776525 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2776780.500000 Penalty: 5053.597656
	Iteration 12Q: 3 clusters Score -2776780 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2776904.500000 Penalty: 5053.597656
	Iteration 13Q: 3 clusters Score -2776904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2776975.000000 Penalty: 5053.597656
	Iteration 14Q: 3 clusters Score -2776975 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2777014.000000 Penalty: 5053.597656
	Iteration 15Q: 3 clusters Score -2777014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2777031.750000 Penalty: 5053.597656
	Iteration 16Q: 3 clusters Score -2777032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2777039.750000 Penalty: 5053.597656
	Iteration 17Q: 3 clusters Score -2777040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2777041.250000 Penalty: 5053.597656
	Iteration 18Q: 3 clusters Score -2777041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2777046.750000 Penalty: 5053.597656
	Iteration 19Q: 3 clusters Score -2777047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2777047.000000 Penalty: 5053.597656
	Iteration 20F: 3 clusters Score -2777047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2777050.000000 Penalty: 5053.597656
	Iteration 21Q: 3 clusters Score -2777050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -2777050.000000 Penalty: 5053.597656
	Iteration 22F: 3 clusters Score -2777050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -38266.453125 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -38266.45 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 238 members 
Entering Unmasked Estep 
Score: -36813.242188 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -36813.24 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -37048.980469 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -37048.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37181.519531 Penalty: 3033.482422
	Iteration 2F: 3 clusters Score -37181.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37325.914062 Penalty: 3033.482422
	Iteration 3F: 3 clusters Score -37325.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37562.058594 Penalty: 3033.482422
	Iteration 4F: 3 clusters Score -37562.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37882.605469 Penalty: 3033.482422
	Iteration 5F: 3 clusters Score -37882.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38223.222656 Penalty: 3033.482422
	Iteration 6F: 3 clusters Score -38223.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -38447.226562 Penalty: 3033.482422
	Iteration 7Q: 3 clusters Score -38447.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38467.191406 Penalty: 3033.482422
	Iteration 8Q: 3 clusters Score -38467.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38476.304688 Penalty: 3033.482422
	Iteration 9Q: 3 clusters Score -38476.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38481.187500 Penalty: 3033.482422
	Iteration 10Q: 3 clusters Score -38481.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38486.921875 Penalty: 3033.482422
	Iteration 11Q: 3 clusters Score -38486.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38491.769531 Penalty: 3033.482422
	Iteration 12Q: 3 clusters Score -38491.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38491.769531 Penalty: 3033.482422
	Iteration 13F: 3 clusters Score -38491.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 94825 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26601 members 
Mstep: Class 5 contains 244 members 
Mstep: Class 6 contains 10790 members 
Mstep: Class 7 contains 151683 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6247 members 
Mstep: Class 11 contains 20558 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51651 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324361 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 20 contains 209 members 
Mstep: Class 21 contains 9037 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113508 members 
Mstep: Class 24 contains 22338 members 
Entering Unmasked Estep 
Score: -98099120.000000 Penalty: 81609.500000
Splitting cluster 5 changes total score from -98100760.000000 to -98099120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (10790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Entering Unmasked Estep 
Score: -1234432.875000 Penalty: 2303.020996
	Iteration 0F: 2 clusters Score -1234433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1226274.875000 Penalty: 4606.041992
	Iteration 0F: 3 clusters Score -1226275 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1228636.500000 Penalty: 4606.041992
	Iteration 1F: 3 clusters Score -1228636 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1229007.750000 Penalty: 4606.041992
	Iteration 2F: 3 clusters Score -1229008 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1229374.125000 Penalty: 4606.041992
	Iteration 3F: 3 clusters Score -1229374 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1229792.000000 Penalty: 4606.041992
	Iteration 4F: 3 clusters Score -1229792 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1230262.750000 Penalty: 4606.041992
	Iteration 5F: 3 clusters Score -1230263 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1230857.750000 Penalty: 4606.041992
	Iteration 6F: 3 clusters Score -1230858 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1231551.375000 Penalty: 4606.041992
	Iteration 7F: 3 clusters Score -1231551 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1232191.875000 Penalty: 4606.041992
	Iteration 8F: 3 clusters Score -1232192 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1232659.000000 Penalty: 4606.041992
	Iteration 9F: 3 clusters Score -1232659 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1232943.750000 Penalty: 4606.041992
	Iteration 10Q: 3 clusters Score -1232944 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1233108.500000 Penalty: 4606.041992
	Iteration 11Q: 3 clusters Score -1233108 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1233192.750000 Penalty: 4606.041992
	Iteration 12Q: 3 clusters Score -1233193 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1233247.750000 Penalty: 4606.041992
	Iteration 13Q: 3 clusters Score -1233248 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1233264.875000 Penalty: 4606.041992
	Iteration 14Q: 3 clusters Score -1233265 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1233284.250000 Penalty: 4606.041992
	Iteration 15Q: 3 clusters Score -1233284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1233289.750000 Penalty: 4606.041992
	Iteration 16Q: 3 clusters Score -1233290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1233298.750000 Penalty: 4606.041992
	Iteration 17Q: 3 clusters Score -1233299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1233298.875000 Penalty: 4606.041992
	Iteration 18Q: 3 clusters Score -1233299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1233302.750000 Penalty: 4606.041992
	Iteration 19Q: 3 clusters Score -1233303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1233302.750000 Penalty: 4606.041992
	Iteration 20F: 3 clusters Score -1233303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151683 members 
Entering Unmasked Estep 
Score: -17011742.000000 Penalty: 2958.528076
	Iteration 0F: 2 clusters Score -1.701174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75949 members 
Mstep: Class 2 contains 75734 members 
Entering Unmasked Estep 
Score: -16910718.000000 Penalty: 5917.056152
	Iteration 0F: 3 clusters Score -1.691072e+07 nChanged 72341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76732 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -16952790.000000 Penalty: 5917.056152
	Iteration 1F: 3 clusters Score -1.695279e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77621 members 
Mstep: Class 2 contains 74062 members 
Entering Unmasked Estep 
Score: -16953832.000000 Penalty: 5917.056152
	Iteration 2Q: 3 clusters Score -1.695383e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79075 members 
Mstep: Class 2 contains 72608 members 
Entering Unmasked Estep 
Score: -16954956.000000 Penalty: 5917.056152
	Iteration 3Q: 3 clusters Score -1.695496e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 70390 members 
Entering Unmasked Estep 
Score: -16956188.000000 Penalty: 5917.056152
	Iteration 4Q: 3 clusters Score -1.695619e+07 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84498 members 
Mstep: Class 2 contains 67185 members 
Entering Unmasked Estep 
Score: -16957828.000000 Penalty: 5917.056152
	Iteration 5Q: 3 clusters Score -1.695783e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89060 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -16960086.000000 Penalty: 5917.056152
	Iteration 6Q: 3 clusters Score -1.696009e+07 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95558 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -16963890.000000 Penalty: 5917.056152
	Iteration 7F: 3 clusters Score -1.696389e+07 nChanged 9314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104056 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -16969292.000000 Penalty: 5917.056152
	Iteration 8F: 3 clusters Score -1.696929e+07 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -16976868.000000 Penalty: 5917.056152
	Iteration 9F: 3 clusters Score -1.697687e+07 nChanged 11226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125374 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -16986140.000000 Penalty: 5917.056152
	Iteration 10F: 3 clusters Score -1.698614e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135349 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -16994968.000000 Penalty: 5917.056152
	Iteration 11F: 3 clusters Score -1.699497e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142750 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -17002080.000000 Penalty: 5917.056152
	Iteration 12Q: 3 clusters Score -1.700208e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147093 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -17005998.000000 Penalty: 5917.056152
	Iteration 13Q: 3 clusters Score -1.7006e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149265 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -17007844.000000 Penalty: 5917.056152
	Iteration 14Q: 3 clusters Score -1.700784e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150232 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -17008600.000000 Penalty: 5917.056152
	Iteration 15Q: 3 clusters Score -1.70086e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150660 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -17008926.000000 Penalty: 5917.056152
	Iteration 16Q: 3 clusters Score -1.700893e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150866 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -17009110.000000 Penalty: 5917.056152
	Iteration 17Q: 3 clusters Score -1.700911e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150961 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -17009202.000000 Penalty: 5917.056152
	Iteration 18Q: 3 clusters Score -1.70092e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151017 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -17009248.000000 Penalty: 5917.056152
	Iteration 19Q: 3 clusters Score -1.700925e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151050 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -17009276.000000 Penalty: 5917.056152
	Iteration 20F: 3 clusters Score -1.700928e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151057 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -17009292.000000 Penalty: 5917.056152
	Iteration 21Q: 3 clusters Score -1.700929e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151064 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -17009318.000000 Penalty: 5917.056152
	Iteration 22Q: 3 clusters Score -1.700932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151067 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -17009324.000000 Penalty: 5917.056152
	Iteration 23Q: 3 clusters Score -1.700932e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151074 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -17009322.000000 Penalty: 5917.056152
	Iteration 24Q: 3 clusters Score -1.700932e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151075 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -17009332.000000 Penalty: 5917.056152
	Iteration 25Q: 3 clusters Score -1.700933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151076 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -17009342.000000 Penalty: 5917.056152
	Iteration 26Q: 3 clusters Score -1.700934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151079 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -17009354.000000 Penalty: 5917.056152
	Iteration 27Q: 3 clusters Score -1.700935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151082 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -17009354.000000 Penalty: 5917.056152
	Iteration 28Q: 3 clusters Score -1.700935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151080 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -17009362.000000 Penalty: 5917.056152
	Iteration 29Q: 3 clusters Score -1.700936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151081 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -17009360.000000 Penalty: 5917.056152
	Iteration 30Q: 3 clusters Score -1.700936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151085 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -17009364.000000 Penalty: 5917.056152
	Iteration 31Q: 3 clusters Score -1.700936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151087 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -17009364.000000 Penalty: 5917.056152
	Iteration 32Q: 3 clusters Score -1.700936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151089 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -17009356.000000 Penalty: 5917.056152
	Iteration 33Q: 3 clusters Score -1.700936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151092 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -17009364.000000 Penalty: 5917.056152
	Iteration 34Q: 3 clusters Score -1.700936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151093 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -17009358.000000 Penalty: 5917.056152
	Iteration 35Q: 3 clusters Score -1.700936e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151093 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -17009370.000000 Penalty: 5917.056152
	Iteration 36Q: 3 clusters Score -1.700937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151091 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -17009360.000000 Penalty: 5917.056152
	Iteration 37Q: 3 clusters Score -1.700936e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151091 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -17009360.000000 Penalty: 5917.056152
	Iteration 38F: 3 clusters Score -1.700936e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Entering Unmasked Estep 
Score: -386462.093750 Penalty: 2044.659912
	Iteration 0F: 2 clusters Score -386462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -382673.718750 Penalty: 4089.319824
	Iteration 0F: 3 clusters Score -382673.7 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -383532.468750 Penalty: 4089.319824
	Iteration 1F: 3 clusters Score -383532.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -383701.281250 Penalty: 4089.319824
	Iteration 2F: 3 clusters Score -383701.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -383815.187500 Penalty: 4089.319824
	Iteration 3F: 3 clusters Score -383815.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -383892.500000 Penalty: 4089.319824
	Iteration 4Q: 3 clusters Score -383892.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -383964.000000 Penalty: 4089.319824
	Iteration 5Q: 3 clusters Score -383964 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -384025.968750 Penalty: 4089.319824
	Iteration 6Q: 3 clusters Score -384026 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -384088.875000 Penalty: 4089.319824
	Iteration 7Q: 3 clusters Score -384088.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -384156.781250 Penalty: 4089.319824
	Iteration 8Q: 3 clusters Score -384156.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -384210.187500 Penalty: 4089.319824
	Iteration 9Q: 3 clusters Score -384210.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -384262.062500 Penalty: 4089.319824
	Iteration 10Q: 3 clusters Score -384262.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -384303.156250 Penalty: 4089.319824
	Iteration 11Q: 3 clusters Score -384303.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -384347.718750 Penalty: 4089.319824
	Iteration 12Q: 3 clusters Score -384347.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -384384.781250 Penalty: 4089.319824
	Iteration 13Q: 3 clusters Score -384384.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -384413.250000 Penalty: 4089.319824
	Iteration 14Q: 3 clusters Score -384413.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -384452.906250 Penalty: 4089.319824
	Iteration 15Q: 3 clusters Score -384452.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -384482.125000 Penalty: 4089.319824
	Iteration 16Q: 3 clusters Score -384482.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -384504.437500 Penalty: 4089.319824
	Iteration 17Q: 3 clusters Score -384504.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -384519.656250 Penalty: 4089.319824
	Iteration 18Q: 3 clusters Score -384519.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -384531.312500 Penalty: 4089.319824
	Iteration 19Q: 3 clusters Score -384531.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -384539.375000 Penalty: 4089.319824
	Iteration 20F: 3 clusters Score -384539.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -384547.968750 Penalty: 4089.319824
	Iteration 21Q: 3 clusters Score -384548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -384559.468750 Penalty: 4089.319824
	Iteration 22Q: 3 clusters Score -384559.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -384570.968750 Penalty: 4089.319824
	Iteration 23Q: 3 clusters Score -384571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -384579.562500 Penalty: 4089.319824
	Iteration 24Q: 3 clusters Score -384579.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -384589.093750 Penalty: 4089.319824
	Iteration 25Q: 3 clusters Score -384589.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -384602.031250 Penalty: 4089.319824
	Iteration 26Q: 3 clusters Score -384602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -384625.593750 Penalty: 4089.319824
	Iteration 27Q: 3 clusters Score -384625.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -384650.687500 Penalty: 4089.319824
	Iteration 28Q: 3 clusters Score -384650.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -384679.968750 Penalty: 4089.319824
	Iteration 29Q: 3 clusters Score -384680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -384705.375000 Penalty: 4089.319824
	Iteration 30Q: 3 clusters Score -384705.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -384727.093750 Penalty: 4089.319824
	Iteration 31Q: 3 clusters Score -384727.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -384754.500000 Penalty: 4089.319824
	Iteration 32Q: 3 clusters Score -384754.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -384767.656250 Penalty: 4089.319824
	Iteration 33Q: 3 clusters Score -384767.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -384781.593750 Penalty: 4089.319824
	Iteration 34Q: 3 clusters Score -384781.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -384792.062500 Penalty: 4089.319824
	Iteration 35Q: 3 clusters Score -384792.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -384798.718750 Penalty: 4089.319824
	Iteration 36Q: 3 clusters Score -384798.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -384811.343750 Penalty: 4089.319824
	Iteration 37Q: 3 clusters Score -384811.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -384815.437500 Penalty: 4089.319824
	Iteration 38Q: 3 clusters Score -384815.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -384817.468750 Penalty: 4089.319824
	Iteration 39Q: 3 clusters Score -384817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -384820.250000 Penalty: 4089.319824
	Iteration 40F: 3 clusters Score -384820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -384820.656250 Penalty: 4089.319824
	Iteration 41Q: 3 clusters Score -384820.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -384820.812500 Penalty: 4089.319824
	Iteration 42Q: 3 clusters Score -384820.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -384821.156250 Penalty: 4089.319824
	Iteration 43Q: 3 clusters Score -384821.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -384821.156250 Penalty: 4089.319824
	Iteration 44F: 3 clusters Score -384821.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -88056.093750 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -88056.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86179.859375 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -86179.86 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86487.992188 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -86487.99 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -86573.289062 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -86573.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86614.546875 Penalty: 3378.377197
	Iteration 3Q: 3 clusters Score -86614.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86637.398438 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -86637.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -86656.593750 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -86656.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86675.148438 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -86675.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86690.265625 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -86690.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -86705.539062 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -86705.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -86733.085938 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -86733.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86772.140625 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -86772.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -86831.031250 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -86831.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -86861.320312 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -86861.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86872.742188 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -86872.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -86884.984375 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -86884.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86899.125000 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -86899.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86907.867188 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -86907.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86914.000000 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -86914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86916.585938 Penalty: 3378.377197
	Iteration 18Q: 3 clusters Score -86916.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86920.570312 Penalty: 3378.377197
	Iteration 19Q: 3 clusters Score -86920.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -86927.710938 Penalty: 3378.377197
	Iteration 20F: 3 clusters Score -86927.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -86930.562500 Penalty: 3378.377197
	Iteration 21Q: 3 clusters Score -86930.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -86931.945312 Penalty: 3378.377197
	Iteration 22Q: 3 clusters Score -86931.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -86931.945312 Penalty: 3378.377197
	Iteration 23F: 3 clusters Score -86931.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Entering Unmasked Estep 
Score: -696016.250000 Penalty: 2167.484375
	Iteration 0F: 2 clusters Score -696016.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -690731.437500 Penalty: 4334.968750
	Iteration 0F: 3 clusters Score -690731.4 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -692044.937500 Penalty: 4334.968750
	Iteration 1F: 3 clusters Score -692044.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -692304.250000 Penalty: 4334.968750
	Iteration 2F: 3 clusters Score -692304.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -692465.437500 Penalty: 4334.968750
	Iteration 3F: 3 clusters Score -692465.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -692558.687500 Penalty: 4334.968750
	Iteration 4Q: 3 clusters Score -692558.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -692617.875000 Penalty: 4334.968750
	Iteration 5Q: 3 clusters Score -692617.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -692671.437500 Penalty: 4334.968750
	Iteration 6Q: 3 clusters Score -692671.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -692717.562500 Penalty: 4334.968750
	Iteration 7Q: 3 clusters Score -692717.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -692755.875000 Penalty: 4334.968750
	Iteration 8Q: 3 clusters Score -692755.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -692796.250000 Penalty: 4334.968750
	Iteration 9Q: 3 clusters Score -692796.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -692838.000000 Penalty: 4334.968750
	Iteration 10Q: 3 clusters Score -692838 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -692875.750000 Penalty: 4334.968750
	Iteration 11Q: 3 clusters Score -692875.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -692913.687500 Penalty: 4334.968750
	Iteration 12Q: 3 clusters Score -692913.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -692957.437500 Penalty: 4334.968750
	Iteration 13Q: 3 clusters Score -692957.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -692999.250000 Penalty: 4334.968750
	Iteration 14Q: 3 clusters Score -692999.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -693043.500000 Penalty: 4334.968750
	Iteration 15Q: 3 clusters Score -693043.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -693092.875000 Penalty: 4334.968750
	Iteration 16Q: 3 clusters Score -693092.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -693131.875000 Penalty: 4334.968750
	Iteration 17Q: 3 clusters Score -693131.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -693181.562500 Penalty: 4334.968750
	Iteration 18Q: 3 clusters Score -693181.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -693241.750000 Penalty: 4334.968750
	Iteration 19Q: 3 clusters Score -693241.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -693306.375000 Penalty: 4334.968750
	Iteration 20F: 3 clusters Score -693306.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -693375.125000 Penalty: 4334.968750
	Iteration 21Q: 3 clusters Score -693375.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -693444.812500 Penalty: 4334.968750
	Iteration 22Q: 3 clusters Score -693444.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -693517.125000 Penalty: 4334.968750
	Iteration 23Q: 3 clusters Score -693517.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -693592.187500 Penalty: 4334.968750
	Iteration 24Q: 3 clusters Score -693592.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -693656.250000 Penalty: 4334.968750
	Iteration 25Q: 3 clusters Score -693656.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -693718.000000 Penalty: 4334.968750
	Iteration 26Q: 3 clusters Score -693718 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -693775.625000 Penalty: 4334.968750
	Iteration 27Q: 3 clusters Score -693775.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -693832.625000 Penalty: 4334.968750
	Iteration 28Q: 3 clusters Score -693832.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -693871.562500 Penalty: 4334.968750
	Iteration 29Q: 3 clusters Score -693871.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -693903.812500 Penalty: 4334.968750
	Iteration 30Q: 3 clusters Score -693903.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -693937.500000 Penalty: 4334.968750
	Iteration 31Q: 3 clusters Score -693937.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -693969.500000 Penalty: 4334.968750
	Iteration 32Q: 3 clusters Score -693969.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -693992.875000 Penalty: 4334.968750
	Iteration 33Q: 3 clusters Score -693992.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -694010.500000 Penalty: 4334.968750
	Iteration 34Q: 3 clusters Score -694010.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -694023.437500 Penalty: 4334.968750
	Iteration 35Q: 3 clusters Score -694023.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -694036.375000 Penalty: 4334.968750
	Iteration 36Q: 3 clusters Score -694036.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -694048.187500 Penalty: 4334.968750
	Iteration 37Q: 3 clusters Score -694048.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -694058.875000 Penalty: 4334.968750
	Iteration 38Q: 3 clusters Score -694058.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -694068.562500 Penalty: 4334.968750
	Iteration 39Q: 3 clusters Score -694068.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -694076.562500 Penalty: 4334.968750
	Iteration 40F: 3 clusters Score -694076.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -694081.062500 Penalty: 4334.968750
	Iteration 41Q: 3 clusters Score -694081.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -694085.500000 Penalty: 4334.968750
	Iteration 42Q: 3 clusters Score -694085.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -694089.062500 Penalty: 4334.968750
	Iteration 43Q: 3 clusters Score -694089.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -694092.000000 Penalty: 4334.968750
	Iteration 44Q: 3 clusters Score -694092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -694094.812500 Penalty: 4334.968750
	Iteration 45Q: 3 clusters Score -694094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -694097.000000 Penalty: 4334.968750
	Iteration 46Q: 3 clusters Score -694097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -694100.000000 Penalty: 4334.968750
	Iteration 47Q: 3 clusters Score -694100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -694102.875000 Penalty: 4334.968750
	Iteration 48Q: 3 clusters Score -694102.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -694106.125000 Penalty: 4334.968750
	Iteration 49Q: 3 clusters Score -694106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -694110.562500 Penalty: 4334.968750
	Iteration 50Q: 3 clusters Score -694110.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -694112.625000 Penalty: 4334.968750
	Iteration 51Q: 3 clusters Score -694112.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -694114.312500 Penalty: 4334.968750
	Iteration 52Q: 3 clusters Score -694114.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -694117.687500 Penalty: 4334.968750
	Iteration 53Q: 3 clusters Score -694117.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -694119.687500 Penalty: 4334.968750
	Iteration 54Q: 3 clusters Score -694119.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -694119.562500 Penalty: 4334.968750
	Iteration 55Q: 3 clusters Score -694119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -694119.562500 Penalty: 4334.968750
	Iteration 56F: 3 clusters Score -694119.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Entering Unmasked Estep 
Score: -2335684.750000 Penalty: 2462.889404
	Iteration 0F: 2 clusters Score -2335685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2321173.250000 Penalty: 4925.778809
	Iteration 0F: 3 clusters Score -2321173 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2326126.000000 Penalty: 4925.778809
	Iteration 1F: 3 clusters Score -2326126 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2326507.500000 Penalty: 4925.778809
	Iteration 2F: 3 clusters Score -2326508 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2326773.000000 Penalty: 4925.778809
	Iteration 3Q: 3 clusters Score -2326773 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2326992.500000 Penalty: 4925.778809
	Iteration 4Q: 3 clusters Score -2326992 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2327236.000000 Penalty: 4925.778809
	Iteration 5Q: 3 clusters Score -2327236 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2327503.000000 Penalty: 4925.778809
	Iteration 6Q: 3 clusters Score -2327503 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2327816.500000 Penalty: 4925.778809
	Iteration 7Q: 3 clusters Score -2327816 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2328156.500000 Penalty: 4925.778809
	Iteration 8Q: 3 clusters Score -2328156 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2328610.250000 Penalty: 4925.778809
	Iteration 9Q: 3 clusters Score -2328610 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2329185.250000 Penalty: 4925.778809
	Iteration 10Q: 3 clusters Score -2329185 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2329829.000000 Penalty: 4925.778809
	Iteration 11Q: 3 clusters Score -2329829 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2330505.500000 Penalty: 4925.778809
	Iteration 12Q: 3 clusters Score -2330506 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -2331034.250000 Penalty: 4925.778809
	Iteration 13Q: 3 clusters Score -2331034 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2331373.000000 Penalty: 4925.778809
	Iteration 14Q: 3 clusters Score -2331373 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2331577.250000 Penalty: 4925.778809
	Iteration 15Q: 3 clusters Score -2331577 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2331702.000000 Penalty: 4925.778809
	Iteration 16Q: 3 clusters Score -2331702 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -2331795.500000 Penalty: 4925.778809
	Iteration 17Q: 3 clusters Score -2331796 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2331897.250000 Penalty: 4925.778809
	Iteration 18Q: 3 clusters Score -2331897 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2331950.500000 Penalty: 4925.778809
	Iteration 19Q: 3 clusters Score -2331950 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -2332008.250000 Penalty: 4925.778809
	Iteration 20F: 3 clusters Score -2332008 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2332081.500000 Penalty: 4925.778809
	Iteration 21Q: 3 clusters Score -2332082 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -2332158.250000 Penalty: 4925.778809
	Iteration 22Q: 3 clusters Score -2332158 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2332214.000000 Penalty: 4925.778809
	Iteration 23Q: 3 clusters Score -2332214 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2332276.250000 Penalty: 4925.778809
	Iteration 24Q: 3 clusters Score -2332276 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2332339.000000 Penalty: 4925.778809
	Iteration 25Q: 3 clusters Score -2332339 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2332391.750000 Penalty: 4925.778809
	Iteration 26Q: 3 clusters Score -2332392 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2332450.500000 Penalty: 4925.778809
	Iteration 27Q: 3 clusters Score -2332450 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2332509.500000 Penalty: 4925.778809
	Iteration 28Q: 3 clusters Score -2332510 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2332565.250000 Penalty: 4925.778809
	Iteration 29Q: 3 clusters Score -2332565 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -2332602.500000 Penalty: 4925.778809
	Iteration 30Q: 3 clusters Score -2332602 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2332652.500000 Penalty: 4925.778809
	Iteration 31Q: 3 clusters Score -2332652 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2332715.000000 Penalty: 4925.778809
	Iteration 32Q: 3 clusters Score -2332715 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2332752.750000 Penalty: 4925.778809
	Iteration 33Q: 3 clusters Score -2332753 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2332816.250000 Penalty: 4925.778809
	Iteration 34Q: 3 clusters Score -2332816 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2332853.750000 Penalty: 4925.778809
	Iteration 35Q: 3 clusters Score -2332854 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2332894.250000 Penalty: 4925.778809
	Iteration 36Q: 3 clusters Score -2332894 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2332936.750000 Penalty: 4925.778809
	Iteration 37Q: 3 clusters Score -2332937 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2332972.000000 Penalty: 4925.778809
	Iteration 38Q: 3 clusters Score -2332972 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2333004.500000 Penalty: 4925.778809
	Iteration 39Q: 3 clusters Score -2333004 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2333031.250000 Penalty: 4925.778809
	Iteration 40F: 3 clusters Score -2333031 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2333057.250000 Penalty: 4925.778809
	Iteration 41Q: 3 clusters Score -2333057 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2333083.000000 Penalty: 4925.778809
	Iteration 42Q: 3 clusters Score -2333083 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2333103.500000 Penalty: 4925.778809
	Iteration 43Q: 3 clusters Score -2333104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2333116.000000 Penalty: 4925.778809
	Iteration 44Q: 3 clusters Score -2333116 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2333132.000000 Penalty: 4925.778809
	Iteration 45Q: 3 clusters Score -2333132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -2333149.250000 Penalty: 4925.778809
	Iteration 46Q: 3 clusters Score -2333149 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2333156.750000 Penalty: 4925.778809
	Iteration 47Q: 3 clusters Score -2333157 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2333159.000000 Penalty: 4925.778809
	Iteration 48Q: 3 clusters Score -2333159 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2333169.750000 Penalty: 4925.778809
	Iteration 49Q: 3 clusters Score -2333170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2333174.250000 Penalty: 4925.778809
	Iteration 50Q: 3 clusters Score -2333174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2333185.500000 Penalty: 4925.778809
	Iteration 51Q: 3 clusters Score -2333186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2333193.250000 Penalty: 4925.778809
	Iteration 52Q: 3 clusters Score -2333193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2333198.250000 Penalty: 4925.778809
	Iteration 53Q: 3 clusters Score -2333198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2333206.250000 Penalty: 4925.778809
	Iteration 54Q: 3 clusters Score -2333206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2333218.750000 Penalty: 4925.778809
	Iteration 55Q: 3 clusters Score -2333219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2333227.500000 Penalty: 4925.778809
	Iteration 56Q: 3 clusters Score -2333228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2333237.500000 Penalty: 4925.778809
	Iteration 57Q: 3 clusters Score -2333238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2333257.750000 Penalty: 4925.778809
	Iteration 58Q: 3 clusters Score -2333258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2333266.750000 Penalty: 4925.778809
	Iteration 59Q: 3 clusters Score -2333267 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2333283.250000 Penalty: 4925.778809
	Iteration 60F: 3 clusters Score -2333283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2333287.250000 Penalty: 4925.778809
	Iteration 61Q: 3 clusters Score -2333287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2333295.000000 Penalty: 4925.778809
	Iteration 62Q: 3 clusters Score -2333295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2333295.750000 Penalty: 4925.778809
	Iteration 63Q: 3 clusters Score -2333296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2333308.250000 Penalty: 4925.778809
	Iteration 64Q: 3 clusters Score -2333308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2333314.750000 Penalty: 4925.778809
	Iteration 65Q: 3 clusters Score -2333315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2333322.250000 Penalty: 4925.778809
	Iteration 66Q: 3 clusters Score -2333322 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2333327.500000 Penalty: 4925.778809
	Iteration 67Q: 3 clusters Score -2333328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2333332.500000 Penalty: 4925.778809
	Iteration 68Q: 3 clusters Score -2333332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2333339.250000 Penalty: 4925.778809
	Iteration 69Q: 3 clusters Score -2333339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2333350.500000 Penalty: 4925.778809
	Iteration 70Q: 3 clusters Score -2333350 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2333366.750000 Penalty: 4925.778809
	Iteration 71Q: 3 clusters Score -2333367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2333370.000000 Penalty: 4925.778809
	Iteration 72Q: 3 clusters Score -2333370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2333378.000000 Penalty: 4925.778809
	Iteration 73Q: 3 clusters Score -2333378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2333390.750000 Penalty: 4925.778809
	Iteration 74Q: 3 clusters Score -2333391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2333389.750000 Penalty: 4925.778809
	Iteration 75Q: 3 clusters Score -2333390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2333394.000000 Penalty: 4925.778809
	Iteration 76Q: 3 clusters Score -2333394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2333404.750000 Penalty: 4925.778809
	Iteration 77Q: 3 clusters Score -2333405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2333408.250000 Penalty: 4925.778809
	Iteration 78Q: 3 clusters Score -2333408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2333414.500000 Penalty: 4925.778809
	Iteration 79Q: 3 clusters Score -2333414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2333417.750000 Penalty: 4925.778809
	Iteration 80F: 3 clusters Score -2333418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2333426.250000 Penalty: 4925.778809
	Iteration 81Q: 3 clusters Score -2333426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2333438.000000 Penalty: 4925.778809
	Iteration 82Q: 3 clusters Score -2333438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2333447.750000 Penalty: 4925.778809
	Iteration 83Q: 3 clusters Score -2333448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2333457.500000 Penalty: 4925.778809
	Iteration 84Q: 3 clusters Score -2333458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2333474.250000 Penalty: 4925.778809
	Iteration 85Q: 3 clusters Score -2333474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2333481.750000 Penalty: 4925.778809
	Iteration 86Q: 3 clusters Score -2333482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2333494.500000 Penalty: 4925.778809
	Iteration 87Q: 3 clusters Score -2333494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2333507.750000 Penalty: 4925.778809
	Iteration 88Q: 3 clusters Score -2333508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2333534.750000 Penalty: 4925.778809
	Iteration 89Q: 3 clusters Score -2333535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2333559.750000 Penalty: 4925.778809
	Iteration 90Q: 3 clusters Score -2333560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2333584.000000 Penalty: 4925.778809
	Iteration 91Q: 3 clusters Score -2333584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2333591.500000 Penalty: 4925.778809
	Iteration 92Q: 3 clusters Score -2333592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2333601.500000 Penalty: 4925.778809
	Iteration 93Q: 3 clusters Score -2333602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2333615.000000 Penalty: 4925.778809
	Iteration 94Q: 3 clusters Score -2333615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2333618.750000 Penalty: 4925.778809
	Iteration 95Q: 3 clusters Score -2333619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2333622.000000 Penalty: 4925.778809
	Iteration 96Q: 3 clusters Score -2333622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2333627.250000 Penalty: 4925.778809
	Iteration 97Q: 3 clusters Score -2333627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2333636.750000 Penalty: 4925.778809
	Iteration 98Q: 3 clusters Score -2333637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2333642.250000 Penalty: 4925.778809
	Iteration 99Q: 3 clusters Score -2333642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2333644.750000 Penalty: 4925.778809
	Iteration 100F: 3 clusters Score -2333645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2333652.750000 Penalty: 4925.778809
	Iteration 101Q: 3 clusters Score -2333653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2333656.250000 Penalty: 4925.778809
	Iteration 102Q: 3 clusters Score -2333656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2333658.250000 Penalty: 4925.778809
	Iteration 103Q: 3 clusters Score -2333658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2333666.750000 Penalty: 4925.778809
	Iteration 104Q: 3 clusters Score -2333667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2333672.000000 Penalty: 4925.778809
	Iteration 105Q: 3 clusters Score -2333672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2333677.750000 Penalty: 4925.778809
	Iteration 106Q: 3 clusters Score -2333678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2333680.250000 Penalty: 4925.778809
	Iteration 107Q: 3 clusters Score -2333680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2333682.250000 Penalty: 4925.778809
	Iteration 108Q: 3 clusters Score -2333682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2333686.750000 Penalty: 4925.778809
	Iteration 109Q: 3 clusters Score -2333687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2333694.250000 Penalty: 4925.778809
	Iteration 110Q: 3 clusters Score -2333694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2333701.500000 Penalty: 4925.778809
	Iteration 111Q: 3 clusters Score -2333702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2333706.000000 Penalty: 4925.778809
	Iteration 112Q: 3 clusters Score -2333706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2333715.000000 Penalty: 4925.778809
	Iteration 113Q: 3 clusters Score -2333715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2333719.750000 Penalty: 4925.778809
	Iteration 114Q: 3 clusters Score -2333720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2333722.500000 Penalty: 4925.778809
	Iteration 115Q: 3 clusters Score -2333722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2333723.750000 Penalty: 4925.778809
	Iteration 116Q: 3 clusters Score -2333724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2333726.250000 Penalty: 4925.778809
	Iteration 117Q: 3 clusters Score -2333726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2333728.000000 Penalty: 4925.778809
	Iteration 118Q: 3 clusters Score -2333728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2333731.750000 Penalty: 4925.778809
	Iteration 119Q: 3 clusters Score -2333732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2333730.000000 Penalty: 4925.778809
	Iteration 120F: 3 clusters Score -2333730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2333736.250000 Penalty: 4925.778809
	Iteration 121Q: 3 clusters Score -2333736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2333738.000000 Penalty: 4925.778809
	Iteration 122Q: 3 clusters Score -2333738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2333736.500000 Penalty: 4925.778809
	Iteration 123Q: 3 clusters Score -2333736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2333736.500000 Penalty: 4925.778809
	Iteration 124F: 3 clusters Score -2333736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -52213.792969 Penalty: 1569.770752
	Iteration 0F: 2 clusters Score -52213.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50705.207031 Penalty: 3139.541504
	Iteration 0F: 3 clusters Score -50705.21 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50934.109375 Penalty: 3139.541504
	Iteration 1F: 3 clusters Score -50934.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -50993.113281 Penalty: 3139.541504
	Iteration 2F: 3 clusters Score -50993.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51024.609375 Penalty: 3139.541504
	Iteration 3Q: 3 clusters Score -51024.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51060.183594 Penalty: 3139.541504
	Iteration 4Q: 3 clusters Score -51060.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -51074.667969 Penalty: 3139.541504
	Iteration 5Q: 3 clusters Score -51074.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51085.070312 Penalty: 3139.541504
	Iteration 6Q: 3 clusters Score -51085.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51101.582031 Penalty: 3139.541504
	Iteration 7Q: 3 clusters Score -51101.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51104.281250 Penalty: 3139.541504
	Iteration 8Q: 3 clusters Score -51104.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51104.281250 Penalty: 3139.541504
	Iteration 9F: 3 clusters Score -51104.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Entering Unmasked Estep 
Score: -5779264.500000 Penalty: 2691.361572
	Iteration 0F: 2 clusters Score -5779264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -5744519.500000 Penalty: 5382.723145
	Iteration 0F: 3 clusters Score -5744520 nChanged 23954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -5757846.500000 Penalty: 5382.723145
	Iteration 1F: 3 clusters Score -5757846 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -5758412.500000 Penalty: 5382.723145
	Iteration 2Q: 3 clusters Score -5758412 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -5758955.500000 Penalty: 5382.723145
	Iteration 3Q: 3 clusters Score -5758956 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -5759609.500000 Penalty: 5382.723145
	Iteration 4Q: 3 clusters Score -5759610 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -5760458.000000 Penalty: 5382.723145
	Iteration 5Q: 3 clusters Score -5760458 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -5761334.000000 Penalty: 5382.723145
	Iteration 6Q: 3 clusters Score -5761334 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -5762365.500000 Penalty: 5382.723145
	Iteration 7Q: 3 clusters Score -5762366 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -5763603.500000 Penalty: 5382.723145
	Iteration 8Q: 3 clusters Score -5763604 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -5764969.000000 Penalty: 5382.723145
	Iteration 9Q: 3 clusters Score -5764969 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -5766350.000000 Penalty: 5382.723145
	Iteration 10Q: 3 clusters Score -5766350 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -5767889.500000 Penalty: 5382.723145
	Iteration 11Q: 3 clusters Score -5767890 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -5769251.000000 Penalty: 5382.723145
	Iteration 12Q: 3 clusters Score -5769251 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -5770478.500000 Penalty: 5382.723145
	Iteration 13Q: 3 clusters Score -5770478 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -5771697.000000 Penalty: 5382.723145
	Iteration 14Q: 3 clusters Score -5771697 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -5772757.500000 Penalty: 5382.723145
	Iteration 15Q: 3 clusters Score -5772758 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -5773675.000000 Penalty: 5382.723145
	Iteration 16Q: 3 clusters Score -5773675 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -5774523.000000 Penalty: 5382.723145
	Iteration 17Q: 3 clusters Score -5774523 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -5775243.500000 Penalty: 5382.723145
	Iteration 18Q: 3 clusters Score -5775244 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -5775802.500000 Penalty: 5382.723145
	Iteration 19Q: 3 clusters Score -5775802 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -5776185.000000 Penalty: 5382.723145
	Iteration 20F: 3 clusters Score -5776185 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -5776436.500000 Penalty: 5382.723145
	Iteration 21Q: 3 clusters Score -5776436 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -5776614.000000 Penalty: 5382.723145
	Iteration 22Q: 3 clusters Score -5776614 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -5776728.500000 Penalty: 5382.723145
	Iteration 23Q: 3 clusters Score -5776728 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -5776795.000000 Penalty: 5382.723145
	Iteration 24Q: 3 clusters Score -5776795 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -5776859.500000 Penalty: 5382.723145
	Iteration 25Q: 3 clusters Score -5776860 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -5776919.500000 Penalty: 5382.723145
	Iteration 26Q: 3 clusters Score -5776920 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -5776950.000000 Penalty: 5382.723145
	Iteration 27Q: 3 clusters Score -5776950 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 49451 members 
Entering Unmasked Estep 
Score: -5776962.000000 Penalty: 5382.723145
	Iteration 28Q: 3 clusters Score -5776962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -5776996.000000 Penalty: 5382.723145
	Iteration 29Q: 3 clusters Score -5776996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -5777020.000000 Penalty: 5382.723145
	Iteration 30Q: 3 clusters Score -5777020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -5777033.500000 Penalty: 5382.723145
	Iteration 31Q: 3 clusters Score -5777034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 49692 members 
Entering Unmasked Estep 
Score: -5777048.500000 Penalty: 5382.723145
	Iteration 32Q: 3 clusters Score -5777048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -5777056.000000 Penalty: 5382.723145
	Iteration 33Q: 3 clusters Score -5777056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -5777074.000000 Penalty: 5382.723145
	Iteration 34Q: 3 clusters Score -5777074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -5777091.000000 Penalty: 5382.723145
	Iteration 35Q: 3 clusters Score -5777091 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -5777097.000000 Penalty: 5382.723145
	Iteration 36Q: 3 clusters Score -5777097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -5777109.500000 Penalty: 5382.723145
	Iteration 37Q: 3 clusters Score -5777110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -5777115.500000 Penalty: 5382.723145
	Iteration 38Q: 3 clusters Score -5777116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -5777124.500000 Penalty: 5382.723145
	Iteration 39Q: 3 clusters Score -5777124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -5777138.000000 Penalty: 5382.723145
	Iteration 40F: 3 clusters Score -5777138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -5777140.500000 Penalty: 5382.723145
	Iteration 41Q: 3 clusters Score -5777140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -5777147.500000 Penalty: 5382.723145
	Iteration 42Q: 3 clusters Score -5777148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -5777153.000000 Penalty: 5382.723145
	Iteration 43Q: 3 clusters Score -5777153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -5777162.500000 Penalty: 5382.723145
	Iteration 44Q: 3 clusters Score -5777162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -5777158.500000 Penalty: 5382.723145
	Iteration 45Q: 3 clusters Score -5777158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -5777175.500000 Penalty: 5382.723145
	Iteration 46Q: 3 clusters Score -5777176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -5777168.500000 Penalty: 5382.723145
	Iteration 47Q: 3 clusters Score -5777168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -5777181.000000 Penalty: 5382.723145
	Iteration 48Q: 3 clusters Score -5777181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -5777185.000000 Penalty: 5382.723145
	Iteration 49Q: 3 clusters Score -5777185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -5777193.000000 Penalty: 5382.723145
	Iteration 50Q: 3 clusters Score -5777193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -5777203.000000 Penalty: 5382.723145
	Iteration 51Q: 3 clusters Score -5777203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -5777204.000000 Penalty: 5382.723145
	Iteration 52Q: 3 clusters Score -5777204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -5777209.500000 Penalty: 5382.723145
	Iteration 53Q: 3 clusters Score -5777210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -5777207.500000 Penalty: 5382.723145
	Iteration 54Q: 3 clusters Score -5777208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -5777209.000000 Penalty: 5382.723145
	Iteration 55Q: 3 clusters Score -5777209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -5777209.500000 Penalty: 5382.723145
	Iteration 56Q: 3 clusters Score -5777210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -5777212.000000 Penalty: 5382.723145
	Iteration 57Q: 3 clusters Score -5777212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -5777220.000000 Penalty: 5382.723145
	Iteration 58Q: 3 clusters Score -5777220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -5777207.000000 Penalty: 5382.723145
	Iteration 59Q: 3 clusters Score -5777207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -5777218.000000 Penalty: 5382.723145
	Iteration 60F: 3 clusters Score -5777218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -5777222.000000 Penalty: 5382.723145
	Iteration 61Q: 3 clusters Score -5777222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -5777232.000000 Penalty: 5382.723145
	Iteration 62Q: 3 clusters Score -5777232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -5777237.000000 Penalty: 5382.723145
	Iteration 63Q: 3 clusters Score -5777237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -5777240.000000 Penalty: 5382.723145
	Iteration 64Q: 3 clusters Score -5777240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 50203 members 
Entering Unmasked Estep 
Score: -5777234.500000 Penalty: 5382.723145
	Iteration 65Q: 3 clusters Score -5777234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -5777234.500000 Penalty: 5382.723145
	Iteration 66Q: 3 clusters Score -5777234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -5777247.500000 Penalty: 5382.723145
	Iteration 67Q: 3 clusters Score -5777248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 50217 members 
Entering Unmasked Estep 
Score: -5777247.500000 Penalty: 5382.723145
	Iteration 68Q: 3 clusters Score -5777248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -5777242.000000 Penalty: 5382.723145
	Iteration 69Q: 3 clusters Score -5777242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -5777242.000000 Penalty: 5382.723145
	Iteration 70F: 3 clusters Score -5777242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Entering Unmasked Estep 
Score: -1769272.375000 Penalty: 2396.835449
	Iteration 0F: 2 clusters Score -1769272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1757975.750000 Penalty: 4793.670898
	Iteration 0F: 3 clusters Score -1757976 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1761572.125000 Penalty: 4793.670898
	Iteration 1F: 3 clusters Score -1761572 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1761966.750000 Penalty: 4793.670898
	Iteration 2F: 3 clusters Score -1761967 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1762257.125000 Penalty: 4793.670898
	Iteration 3Q: 3 clusters Score -1762257 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1762533.625000 Penalty: 4793.670898
	Iteration 4Q: 3 clusters Score -1762534 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1762839.375000 Penalty: 4793.670898
	Iteration 5Q: 3 clusters Score -1762839 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1763251.125000 Penalty: 4793.670898
	Iteration 6Q: 3 clusters Score -1763251 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1763835.375000 Penalty: 4793.670898
	Iteration 7F: 3 clusters Score -1763835 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1764652.500000 Penalty: 4793.670898
	Iteration 8F: 3 clusters Score -1764652 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1765591.625000 Penalty: 4793.670898
	Iteration 9F: 3 clusters Score -1765592 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1766425.750000 Penalty: 4793.670898
	Iteration 10F: 3 clusters Score -1766426 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1767092.875000 Penalty: 4793.670898
	Iteration 11F: 3 clusters Score -1767093 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1767600.500000 Penalty: 4793.670898
	Iteration 12Q: 3 clusters Score -1767600 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1768025.375000 Penalty: 4793.670898
	Iteration 13Q: 3 clusters Score -1768025 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1768472.375000 Penalty: 4793.670898
	Iteration 14Q: 3 clusters Score -1768472 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1768870.375000 Penalty: 4793.670898
	Iteration 15Q: 3 clusters Score -1768870 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1769017.625000 Penalty: 4793.670898
	Iteration 16Q: 3 clusters Score -1769018 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1769073.500000 Penalty: 4793.670898
	Iteration 17Q: 3 clusters Score -1769074 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1769098.625000 Penalty: 4793.670898
	Iteration 18Q: 3 clusters Score -1769099 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1769117.750000 Penalty: 4793.670898
	Iteration 19Q: 3 clusters Score -1769118 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1769120.000000 Penalty: 4793.670898
	Iteration 20F: 3 clusters Score -1769120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -1769122.625000 Penalty: 4793.670898
	Iteration 21Q: 3 clusters Score -1769123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -1769132.125000 Penalty: 4793.670898
	Iteration 22Q: 3 clusters Score -1769132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -1769132.250000 Penalty: 4793.670898
	Iteration 23Q: 3 clusters Score -1769132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1769137.000000 Penalty: 4793.670898
	Iteration 24Q: 3 clusters Score -1769137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1769136.875000 Penalty: 4793.670898
	Iteration 25Q: 3 clusters Score -1769137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1769138.375000 Penalty: 4793.670898
	Iteration 26Q: 3 clusters Score -1769138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1769141.375000 Penalty: 4793.670898
	Iteration 27Q: 3 clusters Score -1769141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1769141.250000 Penalty: 4793.670898
	Iteration 28Q: 3 clusters Score -1769141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1769141.500000 Penalty: 4793.670898
	Iteration 29Q: 3 clusters Score -1769142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1769144.000000 Penalty: 4793.670898
	Iteration 30Q: 3 clusters Score -1769144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1769141.000000 Penalty: 4793.670898
	Iteration 31Q: 3 clusters Score -1769141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1769139.375000 Penalty: 4793.670898
	Iteration 32Q: 3 clusters Score -1769139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1769144.000000 Penalty: 4793.670898
	Iteration 33Q: 3 clusters Score -1769144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1769146.500000 Penalty: 4793.670898
	Iteration 34Q: 3 clusters Score -1769146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1769147.000000 Penalty: 4793.670898
	Iteration 35Q: 3 clusters Score -1769147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1769147.000000 Penalty: 4793.670898
	Iteration 36F: 3 clusters Score -1769147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Entering Unmasked Estep 
Score: -121912.085938 Penalty: 1751.635986
	Iteration 0F: 2 clusters Score -121912.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -119880.890625 Penalty: 3503.271973
	Iteration 0F: 3 clusters Score -119880.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -120195.734375 Penalty: 3503.271973
	Iteration 1F: 3 clusters Score -120195.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -120298.742188 Penalty: 3503.271973
	Iteration 2F: 3 clusters Score -120298.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -120346.203125 Penalty: 3503.271973
	Iteration 3Q: 3 clusters Score -120346.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -120384.031250 Penalty: 3503.271973
	Iteration 4Q: 3 clusters Score -120384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -120403.484375 Penalty: 3503.271973
	Iteration 5Q: 3 clusters Score -120403.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -120423.867188 Penalty: 3503.271973
	Iteration 6Q: 3 clusters Score -120423.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -120432.687500 Penalty: 3503.271973
	Iteration 7Q: 3 clusters Score -120432.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -120435.593750 Penalty: 3503.271973
	Iteration 8Q: 3 clusters Score -120435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -120437.093750 Penalty: 3503.271973
	Iteration 9Q: 3 clusters Score -120437.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -120439.687500 Penalty: 3503.271973
	Iteration 10Q: 3 clusters Score -120439.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -120441.031250 Penalty: 3503.271973
	Iteration 11Q: 3 clusters Score -120441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -120442.484375 Penalty: 3503.271973
	Iteration 12Q: 3 clusters Score -120442.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -120446.609375 Penalty: 3503.271973
	Iteration 13Q: 3 clusters Score -120446.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -120448.125000 Penalty: 3503.271973
	Iteration 14Q: 3 clusters Score -120448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -120450.695312 Penalty: 3503.271973
	Iteration 15Q: 3 clusters Score -120450.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -120452.343750 Penalty: 3503.271973
	Iteration 16Q: 3 clusters Score -120452.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -120452.343750 Penalty: 3503.271973
	Iteration 17F: 3 clusters Score -120452.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (324361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324361 members 
Entering Unmasked Estep 
Score: -35811804.000000 Penalty: 3147.023926
	Iteration 0F: 2 clusters Score -3.58118e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162687 members 
Mstep: Class 2 contains 161674 members 
Entering Unmasked Estep 
Score: -35629964.000000 Penalty: 6294.047852
	Iteration 0F: 3 clusters Score -3.562996e+07 nChanged 157272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173429 members 
Mstep: Class 2 contains 150932 members 
Entering Unmasked Estep 
Score: -35723856.000000 Penalty: 6294.047852
	Iteration 1F: 3 clusters Score -3.572386e+07 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180526 members 
Mstep: Class 2 contains 143835 members 
Entering Unmasked Estep 
Score: -35726352.000000 Penalty: 6294.047852
	Iteration 2Q: 3 clusters Score -3.572635e+07 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191379 members 
Mstep: Class 2 contains 132982 members 
Entering Unmasked Estep 
Score: -35730472.000000 Penalty: 6294.047852
	Iteration 3Q: 3 clusters Score -3.573047e+07 nChanged 16796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206905 members 
Mstep: Class 2 contains 117456 members 
Entering Unmasked Estep 
Score: -35737544.000000 Penalty: 6294.047852
	Iteration 4F: 3 clusters Score -3.573754e+07 nChanged 21602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227583 members 
Mstep: Class 2 contains 96778 members 
Entering Unmasked Estep 
Score: -35750900.000000 Penalty: 6294.047852
	Iteration 5F: 3 clusters Score -3.57509e+07 nChanged 24345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251302 members 
Mstep: Class 2 contains 73059 members 
Entering Unmasked Estep 
Score: -35769608.000000 Penalty: 6294.047852
	Iteration 6F: 3 clusters Score -3.576961e+07 nChanged 23051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273829 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -35788856.000000 Penalty: 6294.047852
	Iteration 7F: 3 clusters Score -3.578886e+07 nChanged 17277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290472 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -35804204.000000 Penalty: 6294.047852
	Iteration 8F: 3 clusters Score -3.58042e+07 nChanged 10970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300738 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -35811632.000000 Penalty: 6294.047852
	Iteration 9Q: 3 clusters Score -3.581163e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307232 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -35814140.000000 Penalty: 6294.047852
	Iteration 10Q: 3 clusters Score -3.581414e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311756 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -35813912.000000 Penalty: 6294.047852
	Iteration 11Q: 3 clusters Score -3.581391e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314860 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -35813500.000000 Penalty: 6294.047852
	Iteration 12Q: 3 clusters Score -3.58135e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317106 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -35812732.000000 Penalty: 6294.047852
	Iteration 13Q: 3 clusters Score -3.581273e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318672 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -35812132.000000 Penalty: 6294.047852
	Iteration 14Q: 3 clusters Score -3.581213e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319832 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -35811504.000000 Penalty: 6294.047852
	Iteration 15Q: 3 clusters Score -3.58115e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320680 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -35811128.000000 Penalty: 6294.047852
	Iteration 16Q: 3 clusters Score -3.581113e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321302 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -35810824.000000 Penalty: 6294.047852
	Iteration 17Q: 3 clusters Score -3.581082e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321695 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -35810772.000000 Penalty: 6294.047852
	Iteration 18Q: 3 clusters Score -3.581077e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321950 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -35810704.000000 Penalty: 6294.047852
	Iteration 19Q: 3 clusters Score -3.58107e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322153 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -35810660.000000 Penalty: 6294.047852
	Iteration 20F: 3 clusters Score -3.581066e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322313 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -35810608.000000 Penalty: 6294.047852
	Iteration 21Q: 3 clusters Score -3.581061e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322441 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -35810536.000000 Penalty: 6294.047852
	Iteration 22Q: 3 clusters Score -3.581054e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322529 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -35810572.000000 Penalty: 6294.047852
	Iteration 23Q: 3 clusters Score -3.581057e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322595 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -35810516.000000 Penalty: 6294.047852
	Iteration 24Q: 3 clusters Score -3.581052e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322652 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -35810512.000000 Penalty: 6294.047852
	Iteration 25Q: 3 clusters Score -3.581051e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322687 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -35810460.000000 Penalty: 6294.047852
	Iteration 26Q: 3 clusters Score -3.581046e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322721 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -35810464.000000 Penalty: 6294.047852
	Iteration 27Q: 3 clusters Score -3.581046e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322740 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -35810448.000000 Penalty: 6294.047852
	Iteration 28Q: 3 clusters Score -3.581045e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322757 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -35810440.000000 Penalty: 6294.047852
	Iteration 29Q: 3 clusters Score -3.581044e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322786 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -35810472.000000 Penalty: 6294.047852
	Iteration 30Q: 3 clusters Score -3.581047e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322796 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -35810504.000000 Penalty: 6294.047852
	Iteration 31Q: 3 clusters Score -3.58105e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322805 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -35810464.000000 Penalty: 6294.047852
	Iteration 32Q: 3 clusters Score -3.581046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322810 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -35810492.000000 Penalty: 6294.047852
	Iteration 33Q: 3 clusters Score -3.581049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322816 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -35810500.000000 Penalty: 6294.047852
	Iteration 34Q: 3 clusters Score -3.58105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322821 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -35810488.000000 Penalty: 6294.047852
	Iteration 35Q: 3 clusters Score -3.581049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322829 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -35810496.000000 Penalty: 6294.047852
	Iteration 36Q: 3 clusters Score -3.58105e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322831 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -35810472.000000 Penalty: 6294.047852
	Iteration 37Q: 3 clusters Score -3.581047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322835 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -35810468.000000 Penalty: 6294.047852
	Iteration 38Q: 3 clusters Score -3.581047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322839 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -35810472.000000 Penalty: 6294.047852
	Iteration 39Q: 3 clusters Score -3.581047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322839 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -35810464.000000 Penalty: 6294.047852
	Iteration 40F: 3 clusters Score -3.581046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322839 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -35810472.000000 Penalty: 6294.047852
	Iteration 41Q: 3 clusters Score -3.581047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322837 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -35810436.000000 Penalty: 6294.047852
	Iteration 42Q: 3 clusters Score -3.581044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322830 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -35810440.000000 Penalty: 6294.047852
	Iteration 43Q: 3 clusters Score -3.581044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322829 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -35810476.000000 Penalty: 6294.047852
	Iteration 44Q: 3 clusters Score -3.581048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322831 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -35810488.000000 Penalty: 6294.047852
	Iteration 45Q: 3 clusters Score -3.581049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322836 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -35810480.000000 Penalty: 6294.047852
	Iteration 46Q: 3 clusters Score -3.581048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322843 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -35810476.000000 Penalty: 6294.047852
	Iteration 47Q: 3 clusters Score -3.581048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322845 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -35810504.000000 Penalty: 6294.047852
	Iteration 48Q: 3 clusters Score -3.58105e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322852 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -35810504.000000 Penalty: 6294.047852
	Iteration 49Q: 3 clusters Score -3.58105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322854 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -35810504.000000 Penalty: 6294.047852
	Iteration 50Q: 3 clusters Score -3.58105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322859 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -35810480.000000 Penalty: 6294.047852
	Iteration 51Q: 3 clusters Score -3.581048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322862 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -35810492.000000 Penalty: 6294.047852
	Iteration 52Q: 3 clusters Score -3.581049e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322866 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -35810488.000000 Penalty: 6294.047852
	Iteration 53Q: 3 clusters Score -3.581049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322867 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -35810508.000000 Penalty: 6294.047852
	Iteration 54Q: 3 clusters Score -3.581051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322872 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -35810500.000000 Penalty: 6294.047852
	Iteration 55Q: 3 clusters Score -3.58105e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322877 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -35810468.000000 Penalty: 6294.047852
	Iteration 56Q: 3 clusters Score -3.581047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322880 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -35810492.000000 Penalty: 6294.047852
	Iteration 57Q: 3 clusters Score -3.581049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322882 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -35810488.000000 Penalty: 6294.047852
	Iteration 58Q: 3 clusters Score -3.581049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322882 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -35810500.000000 Penalty: 6294.047852
	Iteration 59Q: 3 clusters Score -3.58105e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322883 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -35810516.000000 Penalty: 6294.047852
	Iteration 60F: 3 clusters Score -3.581052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322886 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -35810484.000000 Penalty: 6294.047852
	Iteration 61Q: 3 clusters Score -3.581048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322889 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -35810484.000000 Penalty: 6294.047852
	Iteration 62Q: 3 clusters Score -3.581048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322896 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -35810460.000000 Penalty: 6294.047852
	Iteration 63Q: 3 clusters Score -3.581046e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322902 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -35810476.000000 Penalty: 6294.047852
	Iteration 64Q: 3 clusters Score -3.581048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322904 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -35810512.000000 Penalty: 6294.047852
	Iteration 65Q: 3 clusters Score -3.581051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322909 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -35810476.000000 Penalty: 6294.047852
	Iteration 66Q: 3 clusters Score -3.581048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322914 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -35810472.000000 Penalty: 6294.047852
	Iteration 67Q: 3 clusters Score -3.581047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322913 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -35810484.000000 Penalty: 6294.047852
	Iteration 68Q: 3 clusters Score -3.581048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322916 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -35810476.000000 Penalty: 6294.047852
	Iteration 69Q: 3 clusters Score -3.581048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322918 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -35810476.000000 Penalty: 6294.047852
	Iteration 70Q: 3 clusters Score -3.581048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322920 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -35810488.000000 Penalty: 6294.047852
	Iteration 71Q: 3 clusters Score -3.581049e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322921 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -35810468.000000 Penalty: 6294.047852
	Iteration 72Q: 3 clusters Score -3.581047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322920 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -35810468.000000 Penalty: 6294.047852
	Iteration 73Q: 3 clusters Score -3.581047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322922 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -35810476.000000 Penalty: 6294.047852
	Iteration 74Q: 3 clusters Score -3.581048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322923 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -35810492.000000 Penalty: 6294.047852
	Iteration 75Q: 3 clusters Score -3.581049e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322925 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -35810484.000000 Penalty: 6294.047852
	Iteration 76Q: 3 clusters Score -3.581048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322927 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -35810484.000000 Penalty: 6294.047852
	Iteration 77Q: 3 clusters Score -3.581048e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322927 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -35810484.000000 Penalty: 6294.047852
	Iteration 78F: 3 clusters Score -3.581048e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Entering Unmasked Estep 
Score: -755536.500000 Penalty: 2190.807129
	Iteration 0F: 2 clusters Score -755536.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -749819.062500 Penalty: 4381.614258
	Iteration 0F: 3 clusters Score -749819.1 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -751217.937500 Penalty: 4381.614258
	Iteration 1F: 3 clusters Score -751217.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -751475.437500 Penalty: 4381.614258
	Iteration 2F: 3 clusters Score -751475.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -751638.437500 Penalty: 4381.614258
	Iteration 3F: 3 clusters Score -751638.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -751729.312500 Penalty: 4381.614258
	Iteration 4Q: 3 clusters Score -751729.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -751804.000000 Penalty: 4381.614258
	Iteration 5Q: 3 clusters Score -751804 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -751859.750000 Penalty: 4381.614258
	Iteration 6Q: 3 clusters Score -751859.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -751906.750000 Penalty: 4381.614258
	Iteration 7Q: 3 clusters Score -751906.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -751950.125000 Penalty: 4381.614258
	Iteration 8Q: 3 clusters Score -751950.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -751983.187500 Penalty: 4381.614258
	Iteration 9Q: 3 clusters Score -751983.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -752018.687500 Penalty: 4381.614258
	Iteration 10Q: 3 clusters Score -752018.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -752047.875000 Penalty: 4381.614258
	Iteration 11Q: 3 clusters Score -752047.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -752083.187500 Penalty: 4381.614258
	Iteration 12Q: 3 clusters Score -752083.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -752120.562500 Penalty: 4381.614258
	Iteration 13Q: 3 clusters Score -752120.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -752167.812500 Penalty: 4381.614258
	Iteration 14Q: 3 clusters Score -752167.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -752221.500000 Penalty: 4381.614258
	Iteration 15Q: 3 clusters Score -752221.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -752275.000000 Penalty: 4381.614258
	Iteration 16Q: 3 clusters Score -752275 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -752340.812500 Penalty: 4381.614258
	Iteration 17Q: 3 clusters Score -752340.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -752405.312500 Penalty: 4381.614258
	Iteration 18Q: 3 clusters Score -752405.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -752476.375000 Penalty: 4381.614258
	Iteration 19Q: 3 clusters Score -752476.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -752557.125000 Penalty: 4381.614258
	Iteration 20F: 3 clusters Score -752557.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -752654.062500 Penalty: 4381.614258
	Iteration 21Q: 3 clusters Score -752654.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -752753.187500 Penalty: 4381.614258
	Iteration 22Q: 3 clusters Score -752753.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -752862.750000 Penalty: 4381.614258
	Iteration 23Q: 3 clusters Score -752862.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -752971.187500 Penalty: 4381.614258
	Iteration 24Q: 3 clusters Score -752971.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -753058.562500 Penalty: 4381.614258
	Iteration 25Q: 3 clusters Score -753058.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -753144.187500 Penalty: 4381.614258
	Iteration 26Q: 3 clusters Score -753144.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -753230.875000 Penalty: 4381.614258
	Iteration 27Q: 3 clusters Score -753230.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -753299.562500 Penalty: 4381.614258
	Iteration 28Q: 3 clusters Score -753299.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -753359.750000 Penalty: 4381.614258
	Iteration 29Q: 3 clusters Score -753359.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -753392.437500 Penalty: 4381.614258
	Iteration 30Q: 3 clusters Score -753392.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -753420.500000 Penalty: 4381.614258
	Iteration 31Q: 3 clusters Score -753420.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -753439.375000 Penalty: 4381.614258
	Iteration 32Q: 3 clusters Score -753439.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -753454.875000 Penalty: 4381.614258
	Iteration 33Q: 3 clusters Score -753454.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -753461.687500 Penalty: 4381.614258
	Iteration 34Q: 3 clusters Score -753461.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -753471.250000 Penalty: 4381.614258
	Iteration 35Q: 3 clusters Score -753471.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -753480.812500 Penalty: 4381.614258
	Iteration 36Q: 3 clusters Score -753480.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -753490.500000 Penalty: 4381.614258
	Iteration 37Q: 3 clusters Score -753490.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -753495.875000 Penalty: 4381.614258
	Iteration 38Q: 3 clusters Score -753495.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -753502.437500 Penalty: 4381.614258
	Iteration 39Q: 3 clusters Score -753502.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -753506.375000 Penalty: 4381.614258
	Iteration 40F: 3 clusters Score -753506.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -753506.625000 Penalty: 4381.614258
	Iteration 41Q: 3 clusters Score -753506.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -753506.875000 Penalty: 4381.614258
	Iteration 42Q: 3 clusters Score -753506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -753506.875000 Penalty: 4381.614258
	Iteration 43F: 3 clusters Score -753506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -82764.890625 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -82764.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -80922.914062 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -80922.91 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -81231.171875 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -81231.17 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -81399.781250 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -81399.78 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -81591.546875 Penalty: 3387.041260
	Iteration 3F: 3 clusters Score -81591.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -81767.867188 Penalty: 3387.041260
	Iteration 4F: 3 clusters Score -81767.87 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -81967.835938 Penalty: 3387.041260
	Iteration 5F: 3 clusters Score -81967.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -82410.781250 Penalty: 3387.041260
	Iteration 6F: 3 clusters Score -82410.78 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -82634.843750 Penalty: 3387.041260
	Iteration 7F: 3 clusters Score -82634.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -82754.625000 Penalty: 3387.041260
	Iteration 8Q: 3 clusters Score -82754.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -82887.351562 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -82887.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82974.460938 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -82974.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -83019.546875 Penalty: 3387.041260
	Iteration 11Q: 3 clusters Score -83019.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -83031.164062 Penalty: 3387.041260
	Iteration 12Q: 3 clusters Score -83031.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -83042.781250 Penalty: 3387.041260
	Iteration 13Q: 3 clusters Score -83042.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -83085.351562 Penalty: 3387.041260
	Iteration 14Q: 3 clusters Score -83085.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -83114.265625 Penalty: 3387.041260
	Iteration 15Q: 3 clusters Score -83114.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -83123.421875 Penalty: 3387.041260
	Iteration 16Q: 3 clusters Score -83123.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83126.156250 Penalty: 3387.041260
	Iteration 17Q: 3 clusters Score -83126.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83127.718750 Penalty: 3387.041260
	Iteration 18Q: 3 clusters Score -83127.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -83128.820312 Penalty: 3387.041260
	Iteration 19Q: 3 clusters Score -83128.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -83130.156250 Penalty: 3387.041260
	Iteration 20F: 3 clusters Score -83130.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 94825 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26601 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10790 members 
Mstep: Class 7 contains 151683 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6247 members 
Mstep: Class 11 contains 20558 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51651 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324361 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 533 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 20 contains 391 members 
Mstep: Class 21 contains 9037 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113508 members 
Mstep: Class 24 contains 22338 members 
Entering Unmasked Estep 
Score: -98099336.000000 Penalty: 81609.500000
Splitting cluster 18 changes total score from -98100760.000000 to -98099336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -101714.757812 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -101714.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -99733.484375 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -99733.48 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -100036.226562 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -100036.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -100141.125000 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -100141.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100224.125000 Penalty: 3449.973877
	Iteration 3Q: 3 clusters Score -100224.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -100303.617188 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -100303.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -100408.867188 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -100408.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -100552.789062 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -100552.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100812.304688 Penalty: 3449.973877
	Iteration 7F: 3 clusters Score -100812.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -101113.031250 Penalty: 3449.973877
	Iteration 8F: 3 clusters Score -101113 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -101334.398438 Penalty: 3449.973877
	Iteration 9F: 3 clusters Score -101334.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101458.148438 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -101458.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -101502.500000 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -101502.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101522.695312 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -101522.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101547.937500 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -101547.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -101593.484375 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -101593.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -101628.234375 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -101628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -101636.265625 Penalty: 3449.973877
	Iteration 16Q: 3 clusters Score -101636.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -101640.148438 Penalty: 3449.973877
	Iteration 17Q: 3 clusters Score -101640.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -101640.148438 Penalty: 3449.973877
	Iteration 18F: 3 clusters Score -101640.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Entering Unmasked Estep 
Score: -957147.687500 Penalty: 2259.052490
	Iteration 0F: 2 clusters Score -957147.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -950105.875000 Penalty: 4518.104980
	Iteration 0F: 3 clusters Score -950105.9 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -952168.000000 Penalty: 4518.104980
	Iteration 1F: 3 clusters Score -952168 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -952544.187500 Penalty: 4518.104980
	Iteration 2F: 3 clusters Score -952544.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -952927.687500 Penalty: 4518.104980
	Iteration 3F: 3 clusters Score -952927.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -953291.500000 Penalty: 4518.104980
	Iteration 4Q: 3 clusters Score -953291.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -953597.250000 Penalty: 4518.104980
	Iteration 5Q: 3 clusters Score -953597.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -953869.500000 Penalty: 4518.104980
	Iteration 6Q: 3 clusters Score -953869.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -954110.000000 Penalty: 4518.104980
	Iteration 7Q: 3 clusters Score -954110 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -954412.125000 Penalty: 4518.104980
	Iteration 8Q: 3 clusters Score -954412.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -954801.937500 Penalty: 4518.104980
	Iteration 9F: 3 clusters Score -954801.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -955176.437500 Penalty: 4518.104980
	Iteration 10Q: 3 clusters Score -955176.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -955525.625000 Penalty: 4518.104980
	Iteration 11F: 3 clusters Score -955525.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -955780.250000 Penalty: 4518.104980
	Iteration 12Q: 3 clusters Score -955780.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -955973.437500 Penalty: 4518.104980
	Iteration 13Q: 3 clusters Score -955973.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -956113.750000 Penalty: 4518.104980
	Iteration 14Q: 3 clusters Score -956113.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -956187.812500 Penalty: 4518.104980
	Iteration 15Q: 3 clusters Score -956187.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -956234.937500 Penalty: 4518.104980
	Iteration 16Q: 3 clusters Score -956234.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -956266.687500 Penalty: 4518.104980
	Iteration 17Q: 3 clusters Score -956266.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -956281.250000 Penalty: 4518.104980
	Iteration 18Q: 3 clusters Score -956281.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -956284.125000 Penalty: 4518.104980
	Iteration 19Q: 3 clusters Score -956284.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -956286.875000 Penalty: 4518.104980
	Iteration 20F: 3 clusters Score -956286.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -956288.562500 Penalty: 4518.104980
	Iteration 21Q: 3 clusters Score -956288.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -956291.812500 Penalty: 4518.104980
	Iteration 22Q: 3 clusters Score -956291.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -956293.375000 Penalty: 4518.104980
	Iteration 23Q: 3 clusters Score -956293.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -956293.125000 Penalty: 4518.104980
	Iteration 24Q: 3 clusters Score -956293.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -956295.187500 Penalty: 4518.104980
	Iteration 25Q: 3 clusters Score -956295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -956296.312500 Penalty: 4518.104980
	Iteration 26Q: 3 clusters Score -956296.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -956296.437500 Penalty: 4518.104980
	Iteration 27Q: 3 clusters Score -956296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -956296.875000 Penalty: 4518.104980
	Iteration 28Q: 3 clusters Score -956296.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -956296.625000 Penalty: 4518.104980
	Iteration 29Q: 3 clusters Score -956296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -956296.625000 Penalty: 4518.104980
	Iteration 30F: 3 clusters Score -956296.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Entering Unmasked Estep 
Score: -445663.375000 Penalty: 2098.444336
	Iteration 0F: 2 clusters Score -445663.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -441407.625000 Penalty: 4196.888672
	Iteration 0F: 3 clusters Score -441407.6 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -442558.000000 Penalty: 4196.888672
	Iteration 1F: 3 clusters Score -442558 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -442850.156250 Penalty: 4196.888672
	Iteration 2F: 3 clusters Score -442850.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -443040.093750 Penalty: 4196.888672
	Iteration 3F: 3 clusters Score -443040.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -443162.156250 Penalty: 4196.888672
	Iteration 4Q: 3 clusters Score -443162.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -443252.093750 Penalty: 4196.888672
	Iteration 5Q: 3 clusters Score -443252.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -443334.937500 Penalty: 4196.888672
	Iteration 6Q: 3 clusters Score -443334.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -443395.656250 Penalty: 4196.888672
	Iteration 7Q: 3 clusters Score -443395.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -443443.625000 Penalty: 4196.888672
	Iteration 8Q: 3 clusters Score -443443.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -443483.781250 Penalty: 4196.888672
	Iteration 9Q: 3 clusters Score -443483.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -443518.468750 Penalty: 4196.888672
	Iteration 10Q: 3 clusters Score -443518.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -443542.500000 Penalty: 4196.888672
	Iteration 11Q: 3 clusters Score -443542.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -443566.218750 Penalty: 4196.888672
	Iteration 12Q: 3 clusters Score -443566.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -443589.812500 Penalty: 4196.888672
	Iteration 13Q: 3 clusters Score -443589.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -443628.000000 Penalty: 4196.888672
	Iteration 14Q: 3 clusters Score -443628 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -443668.562500 Penalty: 4196.888672
	Iteration 15Q: 3 clusters Score -443668.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -443722.750000 Penalty: 4196.888672
	Iteration 16Q: 3 clusters Score -443722.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -443800.125000 Penalty: 4196.888672
	Iteration 17Q: 3 clusters Score -443800.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -443889.531250 Penalty: 4196.888672
	Iteration 18Q: 3 clusters Score -443889.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -444021.187500 Penalty: 4196.888672
	Iteration 19Q: 3 clusters Score -444021.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -444162.437500 Penalty: 4196.888672
	Iteration 20F: 3 clusters Score -444162.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -444319.937500 Penalty: 4196.888672
	Iteration 21Q: 3 clusters Score -444319.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -444499.250000 Penalty: 4196.888672
	Iteration 22Q: 3 clusters Score -444499.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -444664.718750 Penalty: 4196.888672
	Iteration 23Q: 3 clusters Score -444664.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -444817.156250 Penalty: 4196.888672
	Iteration 24Q: 3 clusters Score -444817.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -444922.156250 Penalty: 4196.888672
	Iteration 25Q: 3 clusters Score -444922.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -444994.781250 Penalty: 4196.888672
	Iteration 26Q: 3 clusters Score -444994.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -445028.843750 Penalty: 4196.888672
	Iteration 27Q: 3 clusters Score -445028.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -445060.718750 Penalty: 4196.888672
	Iteration 28Q: 3 clusters Score -445060.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -445077.875000 Penalty: 4196.888672
	Iteration 29Q: 3 clusters Score -445077.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -445082.718750 Penalty: 4196.888672
	Iteration 30Q: 3 clusters Score -445082.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -445091.000000 Penalty: 4196.888672
	Iteration 31Q: 3 clusters Score -445091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -445095.437500 Penalty: 4196.888672
	Iteration 32Q: 3 clusters Score -445095.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -445101.750000 Penalty: 4196.888672
	Iteration 33Q: 3 clusters Score -445101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -445104.031250 Penalty: 4196.888672
	Iteration 34Q: 3 clusters Score -445104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -445106.250000 Penalty: 4196.888672
	Iteration 35F: 3 clusters Score -445106.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -445112.468750 Penalty: 4196.888672
	Iteration 36Q: 3 clusters Score -445112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -445115.625000 Penalty: 4196.888672
	Iteration 37Q: 3 clusters Score -445115.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -445116.812500 Penalty: 4196.888672
	Iteration 38Q: 3 clusters Score -445116.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -445116.812500 Penalty: 4196.888672
	Iteration 39F: 3 clusters Score -445116.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (113508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113508 members 
Entering Unmasked Estep 
Score: -12853284.000000 Penalty: 2886.627930
	Iteration 0F: 2 clusters Score -1.285328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56646 members 
Mstep: Class 2 contains 56862 members 
Entering Unmasked Estep 
Score: -12777409.000000 Penalty: 5773.255859
	Iteration 0F: 3 clusters Score -1.277741e+07 nChanged 54009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 58239 members 
Entering Unmasked Estep 
Score: -12808620.000000 Penalty: 5773.255859
	Iteration 1F: 3 clusters Score -1.280862e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -12809372.000000 Penalty: 5773.255859
	Iteration 2Q: 3 clusters Score -1.280937e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -12810186.000000 Penalty: 5773.255859
	Iteration 3Q: 3 clusters Score -1.281019e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -12811316.000000 Penalty: 5773.255859
	Iteration 4Q: 3 clusters Score -1.281132e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47470 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -12812932.000000 Penalty: 5773.255859
	Iteration 5Q: 3 clusters Score -1.281293e+07 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -12815649.000000 Penalty: 5773.255859
	Iteration 6Q: 3 clusters Score -1.281565e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 77259 members 
Entering Unmasked Estep 
Score: -12819961.000000 Penalty: 5773.255859
	Iteration 7F: 3 clusters Score -1.281996e+07 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 85382 members 
Entering Unmasked Estep 
Score: -12826294.000000 Penalty: 5773.255859
	Iteration 8F: 3 clusters Score -1.282629e+07 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 94289 members 
Entering Unmasked Estep 
Score: -12834097.000000 Penalty: 5773.255859
	Iteration 9F: 3 clusters Score -1.28341e+07 nChanged 8130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 102299 members 
Entering Unmasked Estep 
Score: -12841864.000000 Penalty: 5773.255859
	Iteration 10F: 3 clusters Score -1.284186e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 107650 members 
Entering Unmasked Estep 
Score: -12846968.000000 Penalty: 5773.255859
	Iteration 11Q: 3 clusters Score -1.284697e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 110406 members 
Entering Unmasked Estep 
Score: -12849495.000000 Penalty: 5773.255859
	Iteration 12Q: 3 clusters Score -1.28495e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 111605 members 
Entering Unmasked Estep 
Score: -12850396.000000 Penalty: 5773.255859
	Iteration 13Q: 3 clusters Score -1.28504e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 112110 members 
Entering Unmasked Estep 
Score: -12850733.000000 Penalty: 5773.255859
	Iteration 14Q: 3 clusters Score -1.285073e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 112338 members 
Entering Unmasked Estep 
Score: -12850893.000000 Penalty: 5773.255859
	Iteration 15Q: 3 clusters Score -1.285089e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 112451 members 
Entering Unmasked Estep 
Score: -12850988.000000 Penalty: 5773.255859
	Iteration 16Q: 3 clusters Score -1.285099e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 112522 members 
Entering Unmasked Estep 
Score: -12851026.000000 Penalty: 5773.255859
	Iteration 17Q: 3 clusters Score -1.285103e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 112567 members 
Entering Unmasked Estep 
Score: -12851062.000000 Penalty: 5773.255859
	Iteration 18Q: 3 clusters Score -1.285106e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 112603 members 
Entering Unmasked Estep 
Score: -12851057.000000 Penalty: 5773.255859
	Iteration 19Q: 3 clusters Score -1.285106e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 112625 members 
Entering Unmasked Estep 
Score: -12851075.000000 Penalty: 5773.255859
	Iteration 20F: 3 clusters Score -1.285108e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 112644 members 
Entering Unmasked Estep 
Score: -12851086.000000 Penalty: 5773.255859
	Iteration 21Q: 3 clusters Score -1.285109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 112663 members 
Entering Unmasked Estep 
Score: -12851086.000000 Penalty: 5773.255859
	Iteration 22Q: 3 clusters Score -1.285109e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 112672 members 
Entering Unmasked Estep 
Score: -12851105.000000 Penalty: 5773.255859
	Iteration 23Q: 3 clusters Score -1.28511e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 112678 members 
Entering Unmasked Estep 
Score: -12851085.000000 Penalty: 5773.255859
	Iteration 24Q: 3 clusters Score -1.285108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 112690 members 
Entering Unmasked Estep 
Score: -12851091.000000 Penalty: 5773.255859
	Iteration 25Q: 3 clusters Score -1.285109e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 112695 members 
Entering Unmasked Estep 
Score: -12851100.000000 Penalty: 5773.255859
	Iteration 26Q: 3 clusters Score -1.28511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 112696 members 
Entering Unmasked Estep 
Score: -12851095.000000 Penalty: 5773.255859
	Iteration 27Q: 3 clusters Score -1.28511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 112696 members 
Entering Unmasked Estep 
Score: -12851090.000000 Penalty: 5773.255859
	Iteration 28Q: 3 clusters Score -1.285109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 112697 members 
Entering Unmasked Estep 
Score: -12851087.000000 Penalty: 5773.255859
	Iteration 29Q: 3 clusters Score -1.285109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 112698 members 
Entering Unmasked Estep 
Score: -12851098.000000 Penalty: 5773.255859
	Iteration 30Q: 3 clusters Score -1.28511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 112698 members 
Entering Unmasked Estep 
Score: -12851098.000000 Penalty: 5773.255859
	Iteration 31F: 3 clusters Score -1.28511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Entering Unmasked Estep 
Score: -2503685.500000 Penalty: 2483.483154
	Iteration 0F: 2 clusters Score -2503686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2488013.250000 Penalty: 4966.966309
	Iteration 0F: 3 clusters Score -2488013 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2493379.000000 Penalty: 4966.966309
	Iteration 1F: 3 clusters Score -2493379 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -2493791.750000 Penalty: 4966.966309
	Iteration 2F: 3 clusters Score -2493792 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2494102.000000 Penalty: 4966.966309
	Iteration 3Q: 3 clusters Score -2494102 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2494434.750000 Penalty: 4966.966309
	Iteration 4Q: 3 clusters Score -2494435 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2494812.500000 Penalty: 4966.966309
	Iteration 5Q: 3 clusters Score -2494812 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2495315.500000 Penalty: 4966.966309
	Iteration 6Q: 3 clusters Score -2495316 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2496019.000000 Penalty: 4966.966309
	Iteration 7Q: 3 clusters Score -2496019 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2496942.500000 Penalty: 4966.966309
	Iteration 8F: 3 clusters Score -2496942 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2497923.750000 Penalty: 4966.966309
	Iteration 9F: 3 clusters Score -2497924 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2498763.500000 Penalty: 4966.966309
	Iteration 10F: 3 clusters Score -2498764 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2499476.500000 Penalty: 4966.966309
	Iteration 11F: 3 clusters Score -2499476 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2500151.000000 Penalty: 4966.966309
	Iteration 12Q: 3 clusters Score -2500151 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2500762.500000 Penalty: 4966.966309
	Iteration 13Q: 3 clusters Score -2500762 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2501236.500000 Penalty: 4966.966309
	Iteration 14Q: 3 clusters Score -2501236 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2501604.000000 Penalty: 4966.966309
	Iteration 15Q: 3 clusters Score -2501604 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2501923.750000 Penalty: 4966.966309
	Iteration 16Q: 3 clusters Score -2501924 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2502152.500000 Penalty: 4966.966309
	Iteration 17Q: 3 clusters Score -2502152 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2502382.500000 Penalty: 4966.966309
	Iteration 18Q: 3 clusters Score -2502382 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -2502535.000000 Penalty: 4966.966309
	Iteration 19Q: 3 clusters Score -2502535 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2502663.250000 Penalty: 4966.966309
	Iteration 20F: 3 clusters Score -2502663 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2502747.250000 Penalty: 4966.966309
	Iteration 21Q: 3 clusters Score -2502747 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2502792.750000 Penalty: 4966.966309
	Iteration 22Q: 3 clusters Score -2502793 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2502823.250000 Penalty: 4966.966309
	Iteration 23Q: 3 clusters Score -2502823 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2502858.500000 Penalty: 4966.966309
	Iteration 24Q: 3 clusters Score -2502858 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2502883.000000 Penalty: 4966.966309
	Iteration 25Q: 3 clusters Score -2502883 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2502917.000000 Penalty: 4966.966309
	Iteration 26Q: 3 clusters Score -2502917 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2502925.000000 Penalty: 4966.966309
	Iteration 27Q: 3 clusters Score -2502925 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2502950.250000 Penalty: 4966.966309
	Iteration 28Q: 3 clusters Score -2502950 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2502957.500000 Penalty: 4966.966309
	Iteration 29Q: 3 clusters Score -2502958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2502971.000000 Penalty: 4966.966309
	Iteration 30Q: 3 clusters Score -2502971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2502979.500000 Penalty: 4966.966309
	Iteration 31Q: 3 clusters Score -2502980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2502995.250000 Penalty: 4966.966309
	Iteration 32Q: 3 clusters Score -2502995 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2503008.500000 Penalty: 4966.966309
	Iteration 33Q: 3 clusters Score -2503008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2503010.500000 Penalty: 4966.966309
	Iteration 34Q: 3 clusters Score -2503010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2503021.500000 Penalty: 4966.966309
	Iteration 35Q: 3 clusters Score -2503022 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2503037.750000 Penalty: 4966.966309
	Iteration 36Q: 3 clusters Score -2503038 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2503051.750000 Penalty: 4966.966309
	Iteration 37Q: 3 clusters Score -2503052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2503056.000000 Penalty: 4966.966309
	Iteration 38Q: 3 clusters Score -2503056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2503070.500000 Penalty: 4966.966309
	Iteration 39Q: 3 clusters Score -2503070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -2503085.000000 Penalty: 4966.966309
	Iteration 40F: 3 clusters Score -2503085 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2503099.750000 Penalty: 4966.966309
	Iteration 41Q: 3 clusters Score -2503100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2503109.250000 Penalty: 4966.966309
	Iteration 42Q: 3 clusters Score -2503109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2503110.250000 Penalty: 4966.966309
	Iteration 43Q: 3 clusters Score -2503110 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2503116.750000 Penalty: 4966.966309
	Iteration 44Q: 3 clusters Score -2503117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2503128.500000 Penalty: 4966.966309
	Iteration 45Q: 3 clusters Score -2503128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2503140.500000 Penalty: 4966.966309
	Iteration 46Q: 3 clusters Score -2503140 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2503160.000000 Penalty: 4966.966309
	Iteration 47Q: 3 clusters Score -2503160 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2503177.500000 Penalty: 4966.966309
	Iteration 48Q: 3 clusters Score -2503178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2503191.000000 Penalty: 4966.966309
	Iteration 49Q: 3 clusters Score -2503191 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2503214.500000 Penalty: 4966.966309
	Iteration 50Q: 3 clusters Score -2503214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2503228.250000 Penalty: 4966.966309
	Iteration 51Q: 3 clusters Score -2503228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2503245.250000 Penalty: 4966.966309
	Iteration 52Q: 3 clusters Score -2503245 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2503270.750000 Penalty: 4966.966309
	Iteration 53Q: 3 clusters Score -2503271 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -2503284.750000 Penalty: 4966.966309
	Iteration 54Q: 3 clusters Score -2503285 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2503322.250000 Penalty: 4966.966309
	Iteration 55Q: 3 clusters Score -2503322 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2503361.500000 Penalty: 4966.966309
	Iteration 56Q: 3 clusters Score -2503362 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2503412.000000 Penalty: 4966.966309
	Iteration 57Q: 3 clusters Score -2503412 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2503462.500000 Penalty: 4966.966309
	Iteration 58Q: 3 clusters Score -2503462 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2503503.250000 Penalty: 4966.966309
	Iteration 59Q: 3 clusters Score -2503503 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2503531.250000 Penalty: 4966.966309
	Iteration 60F: 3 clusters Score -2503531 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2503547.250000 Penalty: 4966.966309
	Iteration 61Q: 3 clusters Score -2503547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2503566.500000 Penalty: 4966.966309
	Iteration 62Q: 3 clusters Score -2503566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2503589.250000 Penalty: 4966.966309
	Iteration 63Q: 3 clusters Score -2503589 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2503605.250000 Penalty: 4966.966309
	Iteration 64Q: 3 clusters Score -2503605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2503616.750000 Penalty: 4966.966309
	Iteration 65Q: 3 clusters Score -2503617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2503625.500000 Penalty: 4966.966309
	Iteration 66Q: 3 clusters Score -2503626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2503634.250000 Penalty: 4966.966309
	Iteration 67Q: 3 clusters Score -2503634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2503635.500000 Penalty: 4966.966309
	Iteration 68Q: 3 clusters Score -2503636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2503638.500000 Penalty: 4966.966309
	Iteration 69Q: 3 clusters Score -2503638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2503637.250000 Penalty: 4966.966309
	Iteration 70Q: 3 clusters Score -2503637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2503639.000000 Penalty: 4966.966309
	Iteration 71Q: 3 clusters Score -2503639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2503641.500000 Penalty: 4966.966309
	Iteration 72Q: 3 clusters Score -2503642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -2503645.000000 Penalty: 4966.966309
	Iteration 73Q: 3 clusters Score -2503645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2503641.750000 Penalty: 4966.966309
	Iteration 74Q: 3 clusters Score -2503642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2503641.750000 Penalty: 4966.966309
	Iteration 75F: 3 clusters Score -2503642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 94825 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26601 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10790 members 
Mstep: Class 7 contains 151683 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6247 members 
Mstep: Class 11 contains 20558 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51651 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324361 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9037 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113508 members 
Mstep: Class 24 contains 22338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100736.000000 Penalty: 78209.109375
Iteration 199Q: 24 clusters Score -9.810074e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 94835 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26601 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10788 members 
Mstep: Class 7 contains 151672 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6239 members 
Mstep: Class 11 contains 20559 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51650 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 324365 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9033 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113506 members 
Mstep: Class 24 contains 22338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100832.000000 Penalty: 78209.109375
Iteration 200F: 24 clusters Score -9.810083e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 94849 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26601 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10786 members 
Mstep: Class 7 contains 151664 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6230 members 
Mstep: Class 11 contains 20560 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51652 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1169 members 
Mstep: Class 16 contains 324359 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9026 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113504 members 
Mstep: Class 24 contains 22338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100840.000000 Penalty: 78209.109375
Iteration 201Q: 24 clusters Score -9.810084e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 94857 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26601 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 151662 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6218 members 
Mstep: Class 11 contains 20559 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51653 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324357 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9020 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100968.000000 Penalty: 78209.109375
Iteration 202Q: 24 clusters Score -9.810097e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 94868 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26600 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 151661 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6204 members 
Mstep: Class 11 contains 20560 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51652 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324349 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9014 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113503 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100928.000000 Penalty: 78209.109375
Iteration 203Q: 24 clusters Score -9.810093e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 94867 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26599 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 151661 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6187 members 
Mstep: Class 11 contains 20561 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51656 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324347 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9010 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113503 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100968.000000 Penalty: 78209.109375
Iteration 204Q: 24 clusters Score -9.810097e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 94869 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26600 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 151658 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6176 members 
Mstep: Class 11 contains 20560 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51654 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324352 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9011 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113503 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100992.000000 Penalty: 78209.109375
Iteration 205Q: 24 clusters Score -9.810099e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 94873 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26600 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 151652 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6167 members 
Mstep: Class 11 contains 20557 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51653 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324361 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9008 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113505 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100920.000000 Penalty: 78209.109375
Iteration 206Q: 24 clusters Score -9.810092e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 94875 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26600 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 151646 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6157 members 
Mstep: Class 11 contains 20556 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51653 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324368 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 9004 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113505 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100944.000000 Penalty: 78209.109375
Iteration 207Q: 24 clusters Score -9.810094e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 94878 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26600 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 151641 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6151 members 
Mstep: Class 11 contains 20555 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51653 members 
Mstep: Class 14 contains 15750 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324369 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8999 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113504 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100944.000000 Penalty: 78209.109375
Iteration 208Q: 24 clusters Score -9.810094e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 94881 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 26599 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 151638 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6146 members 
Mstep: Class 11 contains 20555 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51653 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324368 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8992 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113503 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100880.000000 Penalty: 78209.109375
Iteration 209Q: 24 clusters Score -9.810088e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 94885 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 26599 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 151635 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6128 members 
Mstep: Class 11 contains 20554 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51654 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324367 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113504 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100936.000000 Penalty: 78209.109375
Iteration 210Q: 24 clusters Score -9.810094e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 94892 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 26599 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 151634 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6114 members 
Mstep: Class 11 contains 20553 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51655 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324368 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113504 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100920.000000 Penalty: 78209.109375
Iteration 211Q: 24 clusters Score -9.810092e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 94900 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 151629 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6104 members 
Mstep: Class 11 contains 20553 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51655 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324367 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113505 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98101056.000000 Penalty: 78209.109375
Iteration 212Q: 24 clusters Score -9.810106e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 94903 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 151622 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 20554 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51657 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324366 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113505 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98101072.000000 Penalty: 78209.109375
Iteration 213Q: 24 clusters Score -9.810107e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 94907 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 151621 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6084 members 
Mstep: Class 11 contains 20553 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51656 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324368 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113503 members 
Mstep: Class 24 contains 22342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98101000.000000 Penalty: 78209.109375
Iteration 214Q: 24 clusters Score -9.8101e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 94909 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 151622 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6073 members 
Mstep: Class 11 contains 20552 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51658 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324363 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113503 members 
Mstep: Class 24 contains 22342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98101000.000000 Penalty: 78209.109375
Iteration 215Q: 24 clusters Score -9.8101e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 94914 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10785 members 
Mstep: Class 7 contains 151624 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6066 members 
Mstep: Class 11 contains 20551 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51659 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324358 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113502 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98101040.000000 Penalty: 78209.109375
Iteration 216Q: 24 clusters Score -9.810104e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 94917 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10784 members 
Mstep: Class 7 contains 151625 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6052 members 
Mstep: Class 11 contains 20550 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51661 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324352 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98101008.000000 Penalty: 78209.109375
Iteration 217Q: 24 clusters Score -9.810101e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 94917 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151626 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6037 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51662 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324356 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8970 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98101016.000000 Penalty: 78209.109375
Iteration 218Q: 24 clusters Score -9.810102e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 94918 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151624 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6030 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51662 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324344 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8969 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100960.000000 Penalty: 78209.109375
Iteration 219Q: 24 clusters Score -9.810096e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 94920 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151620 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6027 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51663 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324332 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8965 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100992.000000 Penalty: 78209.109375
Iteration 220F: 24 clusters Score -9.810099e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 94922 members 
Mstep: Class 3 contains 2751 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151616 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6017 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51663 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324329 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8962 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100976.000000 Penalty: 78209.109375
Iteration 221Q: 24 clusters Score -9.810098e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 94925 members 
Mstep: Class 3 contains 2750 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151612 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6010 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51663 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324327 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8962 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100944.000000 Penalty: 78209.109375
Iteration 222Q: 24 clusters Score -9.810094e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 94927 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26598 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151609 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 6002 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51663 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324333 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8959 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100976.000000 Penalty: 78209.109375
Iteration 223Q: 24 clusters Score -9.810098e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 94927 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151604 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5996 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51663 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324334 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8955 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98101000.000000 Penalty: 78209.109375
Iteration 224Q: 24 clusters Score -9.8101e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 94927 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151599 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5986 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51663 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324335 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8956 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113503 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100960.000000 Penalty: 78209.109375
Iteration 225Q: 24 clusters Score -9.810096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 94927 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151598 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5980 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51664 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324339 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8956 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100952.000000 Penalty: 78209.109375
Iteration 226Q: 24 clusters Score -9.810095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 94926 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151599 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5975 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51664 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324343 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8955 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100920.000000 Penalty: 78209.109375
Iteration 227Q: 24 clusters Score -9.810092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 94926 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151599 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5972 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51664 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324345 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8955 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100904.000000 Penalty: 78209.109375
Iteration 228Q: 24 clusters Score -9.81009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 94926 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151599 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5968 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51663 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324347 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8956 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100856.000000 Penalty: 78209.109375
Iteration 229Q: 24 clusters Score -9.810086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 94926 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151599 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5962 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51663 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324346 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8955 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100880.000000 Penalty: 78209.109375
Iteration 230Q: 24 clusters Score -9.810088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 94926 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151599 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5957 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51663 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324345 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8954 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100928.000000 Penalty: 78209.109375
Iteration 231Q: 24 clusters Score -9.810093e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 94926 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151598 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5947 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51663 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324345 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8949 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100936.000000 Penalty: 78209.109375
Iteration 232Q: 24 clusters Score -9.810094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 94926 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151598 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5938 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51663 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324346 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8949 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100904.000000 Penalty: 78209.109375
Iteration 233Q: 24 clusters Score -9.81009e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 94926 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151598 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5934 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51664 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324342 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8946 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100952.000000 Penalty: 78209.109375
Iteration 234Q: 24 clusters Score -9.810095e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 94926 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151596 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51665 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324342 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8943 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113501 members 
Mstep: Class 24 contains 22341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100968.000000 Penalty: 78209.109375
Iteration 235Q: 24 clusters Score -9.810097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 94926 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151593 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51667 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324343 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8942 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113502 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100968.000000 Penalty: 78209.109375
Iteration 236Q: 24 clusters Score -9.810097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 94927 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151591 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51668 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324341 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8943 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113502 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100968.000000 Penalty: 78209.109375
Iteration 237Q: 24 clusters Score -9.810097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 94927 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151592 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 20549 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51668 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324338 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8942 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113502 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98101000.000000 Penalty: 78209.109375
Iteration 238Q: 24 clusters Score -9.8101e+07 nChanged 6
Entering ConstructFrom: 
Score: -98101000.000000 Penalty: 78209.109375
Entering ConstructFrom: 
Trying to split cluster 1 (30422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Entering Unmasked Estep 
Score: -3322667.250000 Penalty: 2560.084473
	Iteration 0F: 2 clusters Score -3322667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3301878.500000 Penalty: 5120.168945
	Iteration 0F: 3 clusters Score -3301878 nChanged 13585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -3308967.250000 Penalty: 5120.168945
	Iteration 1F: 3 clusters Score -3308967 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3309370.750000 Penalty: 5120.168945
	Iteration 2Q: 3 clusters Score -3309371 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3309696.500000 Penalty: 5120.168945
	Iteration 3Q: 3 clusters Score -3309696 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3309946.750000 Penalty: 5120.168945
	Iteration 4Q: 3 clusters Score -3309947 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3310226.250000 Penalty: 5120.168945
	Iteration 5Q: 3 clusters Score -3310226 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -3310508.250000 Penalty: 5120.168945
	Iteration 6Q: 3 clusters Score -3310508 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3310857.000000 Penalty: 5120.168945
	Iteration 7Q: 3 clusters Score -3310857 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -3311376.750000 Penalty: 5120.168945
	Iteration 8Q: 3 clusters Score -3311377 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -3312132.250000 Penalty: 5120.168945
	Iteration 9Q: 3 clusters Score -3312132 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3313237.000000 Penalty: 5120.168945
	Iteration 10F: 3 clusters Score -3313237 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -3314686.500000 Penalty: 5120.168945
	Iteration 11F: 3 clusters Score -3314686 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -3316441.750000 Penalty: 5120.168945
	Iteration 12F: 3 clusters Score -3316442 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3318142.250000 Penalty: 5120.168945
	Iteration 13F: 3 clusters Score -3318142 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -3319290.000000 Penalty: 5120.168945
	Iteration 14Q: 3 clusters Score -3319290 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -3319887.750000 Penalty: 5120.168945
	Iteration 15Q: 3 clusters Score -3319888 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -3320177.500000 Penalty: 5120.168945
	Iteration 16Q: 3 clusters Score -3320178 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3320310.000000 Penalty: 5120.168945
	Iteration 17Q: 3 clusters Score -3320310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -3320367.000000 Penalty: 5120.168945
	Iteration 18Q: 3 clusters Score -3320367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -3320412.750000 Penalty: 5120.168945
	Iteration 19Q: 3 clusters Score -3320413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -3320437.750000 Penalty: 5120.168945
	Iteration 20F: 3 clusters Score -3320438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -3320448.500000 Penalty: 5120.168945
	Iteration 21Q: 3 clusters Score -3320448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -3320459.000000 Penalty: 5120.168945
	Iteration 22Q: 3 clusters Score -3320459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -3320459.000000 Penalty: 5120.168945
	Iteration 23F: 3 clusters Score -3320459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94927 members 
Entering Unmasked Estep 
Score: -10632826.000000 Penalty: 2842.293945
	Iteration 0F: 2 clusters Score -1.063283e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 47300 members 
Entering Unmasked Estep 
Score: -10569269.000000 Penalty: 5684.587891
	Iteration 0F: 3 clusters Score -1.056927e+07 nChanged 44759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -10595157.000000 Penalty: 5684.587891
	Iteration 1F: 3 clusters Score -1.059516e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -10596338.000000 Penalty: 5684.587891
	Iteration 2Q: 3 clusters Score -1.059634e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -10597939.000000 Penalty: 5684.587891
	Iteration 3Q: 3 clusters Score -1.059794e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53734 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -10600719.000000 Penalty: 5684.587891
	Iteration 4F: 3 clusters Score -1.060072e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -10605014.000000 Penalty: 5684.587891
	Iteration 5F: 3 clusters Score -1.060501e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -10611140.000000 Penalty: 5684.587891
	Iteration 6F: 3 clusters Score -1.061114e+07 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66221 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -10617843.000000 Penalty: 5684.587891
	Iteration 7F: 3 clusters Score -1.061784e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -10623180.000000 Penalty: 5684.587891
	Iteration 8F: 3 clusters Score -1.062318e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72246 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -10625868.000000 Penalty: 5684.587891
	Iteration 9Q: 3 clusters Score -1.062587e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -10627364.000000 Penalty: 5684.587891
	Iteration 10Q: 3 clusters Score -1.062736e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -10628560.000000 Penalty: 5684.587891
	Iteration 11Q: 3 clusters Score -1.062856e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76975 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -10629661.000000 Penalty: 5684.587891
	Iteration 12Q: 3 clusters Score -1.062966e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -10630725.000000 Penalty: 5684.587891
	Iteration 13Q: 3 clusters Score -1.063072e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79229 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -10631468.000000 Penalty: 5684.587891
	Iteration 14Q: 3 clusters Score -1.063147e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -10631755.000000 Penalty: 5684.587891
	Iteration 15Q: 3 clusters Score -1.063176e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80636 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -10631968.000000 Penalty: 5684.587891
	Iteration 16Q: 3 clusters Score -1.063197e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -10632061.000000 Penalty: 5684.587891
	Iteration 17Q: 3 clusters Score -1.063206e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81583 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -10632198.000000 Penalty: 5684.587891
	Iteration 18Q: 3 clusters Score -1.06322e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81931 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -10632207.000000 Penalty: 5684.587891
	Iteration 19Q: 3 clusters Score -1.063221e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82217 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -10632252.000000 Penalty: 5684.587891
	Iteration 20F: 3 clusters Score -1.063225e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82438 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -10632306.000000 Penalty: 5684.587891
	Iteration 21Q: 3 clusters Score -1.063231e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -10632325.000000 Penalty: 5684.587891
	Iteration 22Q: 3 clusters Score -1.063232e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -10632315.000000 Penalty: 5684.587891
	Iteration 23Q: 3 clusters Score -1.063232e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82963 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -10632347.000000 Penalty: 5684.587891
	Iteration 24Q: 3 clusters Score -1.063235e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -10632353.000000 Penalty: 5684.587891
	Iteration 25Q: 3 clusters Score -1.063235e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83234 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -10632356.000000 Penalty: 5684.587891
	Iteration 26Q: 3 clusters Score -1.063236e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83336 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -10632399.000000 Penalty: 5684.587891
	Iteration 27Q: 3 clusters Score -1.06324e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83437 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -10632414.000000 Penalty: 5684.587891
	Iteration 28Q: 3 clusters Score -1.063241e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83530 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -10632425.000000 Penalty: 5684.587891
	Iteration 29Q: 3 clusters Score -1.063242e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -10632434.000000 Penalty: 5684.587891
	Iteration 30Q: 3 clusters Score -1.063243e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83678 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -10632425.000000 Penalty: 5684.587891
	Iteration 31Q: 3 clusters Score -1.063242e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83736 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -10632407.000000 Penalty: 5684.587891
	Iteration 32Q: 3 clusters Score -1.063241e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -10632407.000000 Penalty: 5684.587891
	Iteration 33Q: 3 clusters Score -1.063241e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83848 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -10632407.000000 Penalty: 5684.587891
	Iteration 34Q: 3 clusters Score -1.063241e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83888 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -10632405.000000 Penalty: 5684.587891
	Iteration 35Q: 3 clusters Score -1.06324e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -10632393.000000 Penalty: 5684.587891
	Iteration 36Q: 3 clusters Score -1.063239e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83972 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -10632395.000000 Penalty: 5684.587891
	Iteration 37Q: 3 clusters Score -1.06324e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84006 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -10632395.000000 Penalty: 5684.587891
	Iteration 38Q: 3 clusters Score -1.06324e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84043 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -10632402.000000 Penalty: 5684.587891
	Iteration 39Q: 3 clusters Score -1.06324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84074 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -10632413.000000 Penalty: 5684.587891
	Iteration 40F: 3 clusters Score -1.063241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84100 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -10632406.000000 Penalty: 5684.587891
	Iteration 41Q: 3 clusters Score -1.063241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84124 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -10632404.000000 Penalty: 5684.587891
	Iteration 42Q: 3 clusters Score -1.06324e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84143 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -10632408.000000 Penalty: 5684.587891
	Iteration 43Q: 3 clusters Score -1.063241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84163 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -10632407.000000 Penalty: 5684.587891
	Iteration 44Q: 3 clusters Score -1.063241e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84190 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -10632394.000000 Penalty: 5684.587891
	Iteration 45Q: 3 clusters Score -1.063239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84209 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -10632410.000000 Penalty: 5684.587891
	Iteration 46Q: 3 clusters Score -1.063241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84230 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -10632384.000000 Penalty: 5684.587891
	Iteration 47Q: 3 clusters Score -1.063238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84251 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -10632399.000000 Penalty: 5684.587891
	Iteration 48Q: 3 clusters Score -1.06324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84267 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -10632403.000000 Penalty: 5684.587891
	Iteration 49Q: 3 clusters Score -1.06324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84281 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -10632411.000000 Penalty: 5684.587891
	Iteration 50Q: 3 clusters Score -1.063241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84296 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -10632406.000000 Penalty: 5684.587891
	Iteration 51Q: 3 clusters Score -1.063241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84314 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -10632414.000000 Penalty: 5684.587891
	Iteration 52Q: 3 clusters Score -1.063241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84330 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -10632418.000000 Penalty: 5684.587891
	Iteration 53Q: 3 clusters Score -1.063242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84345 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -10632392.000000 Penalty: 5684.587891
	Iteration 54Q: 3 clusters Score -1.063239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -10632379.000000 Penalty: 5684.587891
	Iteration 55Q: 3 clusters Score -1.063238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84383 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -10632394.000000 Penalty: 5684.587891
	Iteration 56Q: 3 clusters Score -1.063239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -10632382.000000 Penalty: 5684.587891
	Iteration 57Q: 3 clusters Score -1.063238e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -10632381.000000 Penalty: 5684.587891
	Iteration 58Q: 3 clusters Score -1.063238e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84440 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -10632403.000000 Penalty: 5684.587891
	Iteration 59Q: 3 clusters Score -1.06324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84456 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -10632398.000000 Penalty: 5684.587891
	Iteration 60F: 3 clusters Score -1.06324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84472 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -10632409.000000 Penalty: 5684.587891
	Iteration 61Q: 3 clusters Score -1.063241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84486 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -10632409.000000 Penalty: 5684.587891
	Iteration 62Q: 3 clusters Score -1.063241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84507 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -10632416.000000 Penalty: 5684.587891
	Iteration 63Q: 3 clusters Score -1.063242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -10632414.000000 Penalty: 5684.587891
	Iteration 64Q: 3 clusters Score -1.063241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -10632427.000000 Penalty: 5684.587891
	Iteration 65Q: 3 clusters Score -1.063243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84556 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -10632426.000000 Penalty: 5684.587891
	Iteration 66Q: 3 clusters Score -1.063243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84566 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -10632435.000000 Penalty: 5684.587891
	Iteration 67Q: 3 clusters Score -1.063244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84574 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -10632432.000000 Penalty: 5684.587891
	Iteration 68Q: 3 clusters Score -1.063243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -10632426.000000 Penalty: 5684.587891
	Iteration 69Q: 3 clusters Score -1.063243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84586 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -10632415.000000 Penalty: 5684.587891
	Iteration 70Q: 3 clusters Score -1.063242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84593 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -10632414.000000 Penalty: 5684.587891
	Iteration 71Q: 3 clusters Score -1.063241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84603 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -10632428.000000 Penalty: 5684.587891
	Iteration 72Q: 3 clusters Score -1.063243e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -10632424.000000 Penalty: 5684.587891
	Iteration 73Q: 3 clusters Score -1.063242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84627 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -10632429.000000 Penalty: 5684.587891
	Iteration 74Q: 3 clusters Score -1.063243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -10632435.000000 Penalty: 5684.587891
	Iteration 75Q: 3 clusters Score -1.063244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84645 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -10632425.000000 Penalty: 5684.587891
	Iteration 76Q: 3 clusters Score -1.063242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84649 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -10632433.000000 Penalty: 5684.587891
	Iteration 77Q: 3 clusters Score -1.063243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84654 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -10632440.000000 Penalty: 5684.587891
	Iteration 78Q: 3 clusters Score -1.063244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -10632450.000000 Penalty: 5684.587891
	Iteration 79Q: 3 clusters Score -1.063245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84663 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -10632450.000000 Penalty: 5684.587891
	Iteration 80F: 3 clusters Score -1.063245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84664 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -10632445.000000 Penalty: 5684.587891
	Iteration 81Q: 3 clusters Score -1.063244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84665 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -10632450.000000 Penalty: 5684.587891
	Iteration 82Q: 3 clusters Score -1.063245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84666 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -10632450.000000 Penalty: 5684.587891
	Iteration 83Q: 3 clusters Score -1.063245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84668 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -10632445.000000 Penalty: 5684.587891
	Iteration 84Q: 3 clusters Score -1.063244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84670 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -10632440.000000 Penalty: 5684.587891
	Iteration 85Q: 3 clusters Score -1.063244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84672 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -10632444.000000 Penalty: 5684.587891
	Iteration 86Q: 3 clusters Score -1.063244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84675 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -10632438.000000 Penalty: 5684.587891
	Iteration 87Q: 3 clusters Score -1.063244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84679 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -10632451.000000 Penalty: 5684.587891
	Iteration 88Q: 3 clusters Score -1.063245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84681 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -10632440.000000 Penalty: 5684.587891
	Iteration 89Q: 3 clusters Score -1.063244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84685 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -10632439.000000 Penalty: 5684.587891
	Iteration 90Q: 3 clusters Score -1.063244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84687 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -10632434.000000 Penalty: 5684.587891
	Iteration 91Q: 3 clusters Score -1.063243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -10632440.000000 Penalty: 5684.587891
	Iteration 92Q: 3 clusters Score -1.063244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84689 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -10632445.000000 Penalty: 5684.587891
	Iteration 93Q: 3 clusters Score -1.063244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84690 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -10632447.000000 Penalty: 5684.587891
	Iteration 94Q: 3 clusters Score -1.063245e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84690 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -10632447.000000 Penalty: 5684.587891
	Iteration 95F: 3 clusters Score -1.063245e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -303102.062500 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -303102.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -300003.375000 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -300003.4 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -300623.031250 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -300623 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -300762.375000 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -300762.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -300853.562500 Penalty: 3927.820312
	Iteration 3Q: 3 clusters Score -300853.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -300921.468750 Penalty: 3927.820312
	Iteration 4Q: 3 clusters Score -300921.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -300972.156250 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -300972.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -301001.406250 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -301001.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -301029.906250 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -301029.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -301048.781250 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -301048.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -301065.656250 Penalty: 3927.820312
	Iteration 9Q: 3 clusters Score -301065.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -301079.000000 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -301079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -301099.593750 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -301099.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -301117.312500 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -301117.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -301130.781250 Penalty: 3927.820312
	Iteration 13Q: 3 clusters Score -301130.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -301144.312500 Penalty: 3927.820312
	Iteration 14Q: 3 clusters Score -301144.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -301153.937500 Penalty: 3927.820312
	Iteration 15Q: 3 clusters Score -301153.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -301162.406250 Penalty: 3927.820312
	Iteration 16Q: 3 clusters Score -301162.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -301170.281250 Penalty: 3927.820312
	Iteration 17Q: 3 clusters Score -301170.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -301175.906250 Penalty: 3927.820312
	Iteration 18Q: 3 clusters Score -301175.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -301186.187500 Penalty: 3927.820312
	Iteration 19Q: 3 clusters Score -301186.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -301197.375000 Penalty: 3927.820312
	Iteration 20F: 3 clusters Score -301197.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -301209.031250 Penalty: 3927.820312
	Iteration 21Q: 3 clusters Score -301209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -301224.156250 Penalty: 3927.820312
	Iteration 22Q: 3 clusters Score -301224.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -301237.250000 Penalty: 3927.820312
	Iteration 23Q: 3 clusters Score -301237.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -301253.843750 Penalty: 3927.820312
	Iteration 24Q: 3 clusters Score -301253.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -301273.593750 Penalty: 3927.820312
	Iteration 25Q: 3 clusters Score -301273.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -301300.562500 Penalty: 3927.820312
	Iteration 26Q: 3 clusters Score -301300.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -301328.031250 Penalty: 3927.820312
	Iteration 27Q: 3 clusters Score -301328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -301355.312500 Penalty: 3927.820312
	Iteration 28Q: 3 clusters Score -301355.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -301389.625000 Penalty: 3927.820312
	Iteration 29Q: 3 clusters Score -301389.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -301429.437500 Penalty: 3927.820312
	Iteration 30Q: 3 clusters Score -301429.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -301486.218750 Penalty: 3927.820312
	Iteration 31Q: 3 clusters Score -301486.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -301540.625000 Penalty: 3927.820312
	Iteration 32Q: 3 clusters Score -301540.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -301617.625000 Penalty: 3927.820312
	Iteration 33Q: 3 clusters Score -301617.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -301713.593750 Penalty: 3927.820312
	Iteration 34Q: 3 clusters Score -301713.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -301839.375000 Penalty: 3927.820312
	Iteration 35Q: 3 clusters Score -301839.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -301997.062500 Penalty: 3927.820312
	Iteration 36Q: 3 clusters Score -301997.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -302165.218750 Penalty: 3927.820312
	Iteration 37Q: 3 clusters Score -302165.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -302315.093750 Penalty: 3927.820312
	Iteration 38Q: 3 clusters Score -302315.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -302419.125000 Penalty: 3927.820312
	Iteration 39Q: 3 clusters Score -302419.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -302477.843750 Penalty: 3927.820312
	Iteration 40F: 3 clusters Score -302477.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -302494.968750 Penalty: 3927.820312
	Iteration 41Q: 3 clusters Score -302495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -302502.937500 Penalty: 3927.820312
	Iteration 42Q: 3 clusters Score -302502.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -302509.468750 Penalty: 3927.820312
	Iteration 43Q: 3 clusters Score -302509.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -302513.281250 Penalty: 3927.820312
	Iteration 44Q: 3 clusters Score -302513.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -302513.468750 Penalty: 3927.820312
	Iteration 45Q: 3 clusters Score -302513.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -302513.468750 Penalty: 3927.820312
	Iteration 46F: 3 clusters Score -302513.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Entering Unmasked Estep 
Score: -2778838.250000 Penalty: 2526.761230
	Iteration 0F: 2 clusters Score -2778838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2760367.500000 Penalty: 5053.522461
	Iteration 0F: 3 clusters Score -2760368 nChanged 11961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2766752.750000 Penalty: 5053.522461
	Iteration 1F: 3 clusters Score -2766753 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2767199.750000 Penalty: 5053.522461
	Iteration 2F: 3 clusters Score -2767200 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2767594.250000 Penalty: 5053.522461
	Iteration 3Q: 3 clusters Score -2767594 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2767940.500000 Penalty: 5053.522461
	Iteration 4Q: 3 clusters Score -2767940 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -2768344.250000 Penalty: 5053.522461
	Iteration 5Q: 3 clusters Score -2768344 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2768744.000000 Penalty: 5053.522461
	Iteration 6Q: 3 clusters Score -2768744 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2769204.250000 Penalty: 5053.522461
	Iteration 7Q: 3 clusters Score -2769204 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2769797.500000 Penalty: 5053.522461
	Iteration 8Q: 3 clusters Score -2769798 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2770604.000000 Penalty: 5053.522461
	Iteration 9F: 3 clusters Score -2770604 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2771588.000000 Penalty: 5053.522461
	Iteration 10F: 3 clusters Score -2771588 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2772789.750000 Penalty: 5053.522461
	Iteration 11F: 3 clusters Score -2772790 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2774048.750000 Penalty: 5053.522461
	Iteration 12F: 3 clusters Score -2774049 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2775059.500000 Penalty: 5053.522461
	Iteration 13Q: 3 clusters Score -2775060 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2775794.500000 Penalty: 5053.522461
	Iteration 14Q: 3 clusters Score -2775794 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2776209.750000 Penalty: 5053.522461
	Iteration 15Q: 3 clusters Score -2776210 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2776446.250000 Penalty: 5053.522461
	Iteration 16Q: 3 clusters Score -2776446 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2776600.750000 Penalty: 5053.522461
	Iteration 17Q: 3 clusters Score -2776601 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2776678.750000 Penalty: 5053.522461
	Iteration 18Q: 3 clusters Score -2776679 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2776743.750000 Penalty: 5053.522461
	Iteration 19Q: 3 clusters Score -2776744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2776776.750000 Penalty: 5053.522461
	Iteration 20F: 3 clusters Score -2776777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2776796.750000 Penalty: 5053.522461
	Iteration 21Q: 3 clusters Score -2776797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2776812.500000 Penalty: 5053.522461
	Iteration 22Q: 3 clusters Score -2776812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2776828.750000 Penalty: 5053.522461
	Iteration 23Q: 3 clusters Score -2776829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2776832.750000 Penalty: 5053.522461
	Iteration 24Q: 3 clusters Score -2776833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2776837.750000 Penalty: 5053.522461
	Iteration 25Q: 3 clusters Score -2776838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2776847.750000 Penalty: 5053.522461
	Iteration 26Q: 3 clusters Score -2776848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2776851.750000 Penalty: 5053.522461
	Iteration 27Q: 3 clusters Score -2776852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2776853.000000 Penalty: 5053.522461
	Iteration 28Q: 3 clusters Score -2776853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2776861.250000 Penalty: 5053.522461
	Iteration 29Q: 3 clusters Score -2776861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2776858.500000 Penalty: 5053.522461
	Iteration 30Q: 3 clusters Score -2776858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2776864.500000 Penalty: 5053.522461
	Iteration 31Q: 3 clusters Score -2776864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2776867.250000 Penalty: 5053.522461
	Iteration 32Q: 3 clusters Score -2776867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2776875.500000 Penalty: 5053.522461
	Iteration 33Q: 3 clusters Score -2776876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2776875.500000 Penalty: 5053.522461
	Iteration 34F: 3 clusters Score -2776876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -38266.453125 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -38266.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36820.789062 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -36820.79 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37043.218750 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -37043.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37119.875000 Penalty: 3033.482422
	Iteration 2Q: 3 clusters Score -37119.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37202.167969 Penalty: 3033.482422
	Iteration 3Q: 3 clusters Score -37202.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37313.281250 Penalty: 3033.482422
	Iteration 4Q: 3 clusters Score -37313.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37404.468750 Penalty: 3033.482422
	Iteration 5Q: 3 clusters Score -37404.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -37477.195312 Penalty: 3033.482422
	Iteration 6Q: 3 clusters Score -37477.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -37578.546875 Penalty: 3033.482422
	Iteration 7Q: 3 clusters Score -37578.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -37625.812500 Penalty: 3033.482422
	Iteration 8Q: 3 clusters Score -37625.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37685.175781 Penalty: 3033.482422
	Iteration 9Q: 3 clusters Score -37685.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37737.023438 Penalty: 3033.482422
	Iteration 10Q: 3 clusters Score -37737.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37749.964844 Penalty: 3033.482422
	Iteration 11Q: 3 clusters Score -37749.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37753.468750 Penalty: 3033.482422
	Iteration 12Q: 3 clusters Score -37753.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37753.468750 Penalty: 3033.482422
	Iteration 13F: 3 clusters Score -37753.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Entering Unmasked Estep 
Score: -1233620.500000 Penalty: 2302.860107
	Iteration 0F: 2 clusters Score -1233620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1225513.750000 Penalty: 4605.720215
	Iteration 0F: 3 clusters Score -1225514 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1228188.500000 Penalty: 4605.720215
	Iteration 1F: 3 clusters Score -1228188 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1228708.500000 Penalty: 4605.720215
	Iteration 2F: 3 clusters Score -1228708 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1229205.125000 Penalty: 4605.720215
	Iteration 3F: 3 clusters Score -1229205 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1229863.375000 Penalty: 4605.720215
	Iteration 4F: 3 clusters Score -1229863 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1230623.625000 Penalty: 4605.720215
	Iteration 5F: 3 clusters Score -1230624 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1231390.875000 Penalty: 4605.720215
	Iteration 6F: 3 clusters Score -1231391 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1231916.125000 Penalty: 4605.720215
	Iteration 7F: 3 clusters Score -1231916 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1232201.875000 Penalty: 4605.720215
	Iteration 8Q: 3 clusters Score -1232202 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1232341.500000 Penalty: 4605.720215
	Iteration 9Q: 3 clusters Score -1232342 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1232407.375000 Penalty: 4605.720215
	Iteration 10Q: 3 clusters Score -1232407 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1232438.625000 Penalty: 4605.720215
	Iteration 11Q: 3 clusters Score -1232439 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1232451.875000 Penalty: 4605.720215
	Iteration 12Q: 3 clusters Score -1232452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1232460.875000 Penalty: 4605.720215
	Iteration 13Q: 3 clusters Score -1232461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1232464.875000 Penalty: 4605.720215
	Iteration 14Q: 3 clusters Score -1232465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1232464.125000 Penalty: 4605.720215
	Iteration 15Q: 3 clusters Score -1232464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1232465.875000 Penalty: 4605.720215
	Iteration 16Q: 3 clusters Score -1232466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1232467.500000 Penalty: 4605.720215
	Iteration 17Q: 3 clusters Score -1232468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1232469.250000 Penalty: 4605.720215
	Iteration 18Q: 3 clusters Score -1232469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1232470.625000 Penalty: 4605.720215
	Iteration 19Q: 3 clusters Score -1232471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1232469.750000 Penalty: 4605.720215
	Iteration 20F: 3 clusters Score -1232470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1232469.625000 Penalty: 4605.720215
	Iteration 21Q: 3 clusters Score -1232470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1232470.625000 Penalty: 4605.720215
	Iteration 22Q: 3 clusters Score -1232471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1232470.375000 Penalty: 4605.720215
	Iteration 23Q: 3 clusters Score -1232470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1232468.625000 Penalty: 4605.720215
	Iteration 24Q: 3 clusters Score -1232469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1232471.250000 Penalty: 4605.720215
	Iteration 25Q: 3 clusters Score -1232471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1232472.000000 Penalty: 4605.720215
	Iteration 26Q: 3 clusters Score -1232472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1232476.125000 Penalty: 4605.720215
	Iteration 27Q: 3 clusters Score -1232476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1232475.500000 Penalty: 4605.720215
	Iteration 28Q: 3 clusters Score -1232476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1232473.875000 Penalty: 4605.720215
	Iteration 29Q: 3 clusters Score -1232474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1232476.750000 Penalty: 4605.720215
	Iteration 30Q: 3 clusters Score -1232477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1232477.750000 Penalty: 4605.720215
	Iteration 31Q: 3 clusters Score -1232478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1232478.625000 Penalty: 4605.720215
	Iteration 32Q: 3 clusters Score -1232479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1232480.375000 Penalty: 4605.720215
	Iteration 33Q: 3 clusters Score -1232480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1232479.375000 Penalty: 4605.720215
	Iteration 34Q: 3 clusters Score -1232479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1232479.375000 Penalty: 4605.720215
	Iteration 35Q: 3 clusters Score -1232479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1232479.250000 Penalty: 4605.720215
	Iteration 36Q: 3 clusters Score -1232479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1232479.250000 Penalty: 4605.720215
	Iteration 37F: 3 clusters Score -1232479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151594 members 
Entering Unmasked Estep 
Score: -17001942.000000 Penalty: 2958.382324
	Iteration 0F: 2 clusters Score -1.700194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75847 members 
Mstep: Class 2 contains 75747 members 
Entering Unmasked Estep 
Score: -16900730.000000 Penalty: 5916.764648
	Iteration 0F: 3 clusters Score -1.690073e+07 nChanged 72499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -16942762.000000 Penalty: 5916.764648
	Iteration 1F: 3 clusters Score -1.694276e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79097 members 
Mstep: Class 2 contains 72497 members 
Entering Unmasked Estep 
Score: -16944008.000000 Penalty: 5916.764648
	Iteration 2Q: 3 clusters Score -1.694401e+07 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81030 members 
Mstep: Class 2 contains 70564 members 
Entering Unmasked Estep 
Score: -16945482.000000 Penalty: 5916.764648
	Iteration 3Q: 3 clusters Score -1.694548e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -16947298.000000 Penalty: 5916.764648
	Iteration 4Q: 3 clusters Score -1.69473e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87838 members 
Mstep: Class 2 contains 63756 members 
Entering Unmasked Estep 
Score: -16949762.000000 Penalty: 5916.764648
	Iteration 5Q: 3 clusters Score -1.694976e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93492 members 
Mstep: Class 2 contains 58102 members 
Entering Unmasked Estep 
Score: -16953246.000000 Penalty: 5916.764648
	Iteration 6F: 3 clusters Score -1.695325e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101082 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -16958800.000000 Penalty: 5916.764648
	Iteration 7F: 3 clusters Score -1.69588e+07 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -16965996.000000 Penalty: 5916.764648
	Iteration 8F: 3 clusters Score -1.6966e+07 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120412 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -16974482.000000 Penalty: 5916.764648
	Iteration 9F: 3 clusters Score -1.697448e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129530 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -16982508.000000 Penalty: 5916.764648
	Iteration 10F: 3 clusters Score -1.698251e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136493 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -16988776.000000 Penalty: 5916.764648
	Iteration 11Q: 3 clusters Score -1.698878e+07 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141501 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -16992904.000000 Penalty: 5916.764648
	Iteration 12Q: 3 clusters Score -1.69929e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144784 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -16995550.000000 Penalty: 5916.764648
	Iteration 13Q: 3 clusters Score -1.699555e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146892 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -16997048.000000 Penalty: 5916.764648
	Iteration 14Q: 3 clusters Score -1.699705e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148304 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -16998124.000000 Penalty: 5916.764648
	Iteration 15Q: 3 clusters Score -1.699812e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149163 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -16998736.000000 Penalty: 5916.764648
	Iteration 16Q: 3 clusters Score -1.699874e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149715 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -16999086.000000 Penalty: 5916.764648
	Iteration 17Q: 3 clusters Score -1.699909e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150026 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -16999216.000000 Penalty: 5916.764648
	Iteration 18Q: 3 clusters Score -1.699922e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150246 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -16999320.000000 Penalty: 5916.764648
	Iteration 19Q: 3 clusters Score -1.699932e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150399 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -16999380.000000 Penalty: 5916.764648
	Iteration 20F: 3 clusters Score -1.699938e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150488 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -16999436.000000 Penalty: 5916.764648
	Iteration 21Q: 3 clusters Score -1.699944e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150557 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -16999446.000000 Penalty: 5916.764648
	Iteration 22Q: 3 clusters Score -1.699945e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150605 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -16999472.000000 Penalty: 5916.764648
	Iteration 23Q: 3 clusters Score -1.699947e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150640 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -16999464.000000 Penalty: 5916.764648
	Iteration 24Q: 3 clusters Score -1.699946e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150674 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -16999470.000000 Penalty: 5916.764648
	Iteration 25Q: 3 clusters Score -1.699947e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150702 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -16999488.000000 Penalty: 5916.764648
	Iteration 26Q: 3 clusters Score -1.699949e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150723 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -16999508.000000 Penalty: 5916.764648
	Iteration 27Q: 3 clusters Score -1.699951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150740 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -16999518.000000 Penalty: 5916.764648
	Iteration 28Q: 3 clusters Score -1.699952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150749 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -16999530.000000 Penalty: 5916.764648
	Iteration 29Q: 3 clusters Score -1.699953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150754 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -16999528.000000 Penalty: 5916.764648
	Iteration 30Q: 3 clusters Score -1.699953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150758 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -16999530.000000 Penalty: 5916.764648
	Iteration 31Q: 3 clusters Score -1.699953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150763 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -16999538.000000 Penalty: 5916.764648
	Iteration 32Q: 3 clusters Score -1.699954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150768 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -16999540.000000 Penalty: 5916.764648
	Iteration 33Q: 3 clusters Score -1.699954e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150771 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -16999524.000000 Penalty: 5916.764648
	Iteration 34Q: 3 clusters Score -1.699952e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150772 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -16999528.000000 Penalty: 5916.764648
	Iteration 35Q: 3 clusters Score -1.699953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150776 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -16999544.000000 Penalty: 5916.764648
	Iteration 36Q: 3 clusters Score -1.699954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150778 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -16999542.000000 Penalty: 5916.764648
	Iteration 37Q: 3 clusters Score -1.699954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -16999540.000000 Penalty: 5916.764648
	Iteration 38Q: 3 clusters Score -1.699954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150781 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -16999536.000000 Penalty: 5916.764648
	Iteration 39Q: 3 clusters Score -1.699954e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150784 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -16999532.000000 Penalty: 5916.764648
	Iteration 40F: 3 clusters Score -1.699953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150786 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -16999532.000000 Penalty: 5916.764648
	Iteration 41Q: 3 clusters Score -1.699953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150786 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -16999532.000000 Penalty: 5916.764648
	Iteration 42F: 3 clusters Score -1.699953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Entering Unmasked Estep 
Score: -386462.093750 Penalty: 2044.659912
	Iteration 0F: 2 clusters Score -386462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -382720.218750 Penalty: 4089.319824
	Iteration 0F: 3 clusters Score -382720.2 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -383594.062500 Penalty: 4089.319824
	Iteration 1F: 3 clusters Score -383594.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -383827.812500 Penalty: 4089.319824
	Iteration 2F: 3 clusters Score -383827.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -384000.312500 Penalty: 4089.319824
	Iteration 3F: 3 clusters Score -384000.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -384126.250000 Penalty: 4089.319824
	Iteration 4Q: 3 clusters Score -384126.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -384215.593750 Penalty: 4089.319824
	Iteration 5Q: 3 clusters Score -384215.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -384302.781250 Penalty: 4089.319824
	Iteration 6Q: 3 clusters Score -384302.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -384355.156250 Penalty: 4089.319824
	Iteration 7Q: 3 clusters Score -384355.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -384400.312500 Penalty: 4089.319824
	Iteration 8Q: 3 clusters Score -384400.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -384437.718750 Penalty: 4089.319824
	Iteration 9Q: 3 clusters Score -384437.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -384467.125000 Penalty: 4089.319824
	Iteration 10Q: 3 clusters Score -384467.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -384505.156250 Penalty: 4089.319824
	Iteration 11Q: 3 clusters Score -384505.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -384551.156250 Penalty: 4089.319824
	Iteration 12Q: 3 clusters Score -384551.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -384592.750000 Penalty: 4089.319824
	Iteration 13Q: 3 clusters Score -384592.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -384624.531250 Penalty: 4089.319824
	Iteration 14Q: 3 clusters Score -384624.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -384651.781250 Penalty: 4089.319824
	Iteration 15Q: 3 clusters Score -384651.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -384673.812500 Penalty: 4089.319824
	Iteration 16Q: 3 clusters Score -384673.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -384698.375000 Penalty: 4089.319824
	Iteration 17Q: 3 clusters Score -384698.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -384723.375000 Penalty: 4089.319824
	Iteration 18Q: 3 clusters Score -384723.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -384739.531250 Penalty: 4089.319824
	Iteration 19Q: 3 clusters Score -384739.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -384751.906250 Penalty: 4089.319824
	Iteration 20F: 3 clusters Score -384751.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -384765.281250 Penalty: 4089.319824
	Iteration 21Q: 3 clusters Score -384765.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -384780.687500 Penalty: 4089.319824
	Iteration 22Q: 3 clusters Score -384780.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -384789.562500 Penalty: 4089.319824
	Iteration 23Q: 3 clusters Score -384789.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -384804.375000 Penalty: 4089.319824
	Iteration 24Q: 3 clusters Score -384804.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -384819.500000 Penalty: 4089.319824
	Iteration 25Q: 3 clusters Score -384819.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -384831.406250 Penalty: 4089.319824
	Iteration 26Q: 3 clusters Score -384831.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -384841.156250 Penalty: 4089.319824
	Iteration 27Q: 3 clusters Score -384841.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -384850.187500 Penalty: 4089.319824
	Iteration 28Q: 3 clusters Score -384850.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -384856.218750 Penalty: 4089.319824
	Iteration 29Q: 3 clusters Score -384856.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -384860.156250 Penalty: 4089.319824
	Iteration 30Q: 3 clusters Score -384860.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -384865.062500 Penalty: 4089.319824
	Iteration 31Q: 3 clusters Score -384865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -384866.375000 Penalty: 4089.319824
	Iteration 32Q: 3 clusters Score -384866.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -384868.812500 Penalty: 4089.319824
	Iteration 33Q: 3 clusters Score -384868.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -384869.343750 Penalty: 4089.319824
	Iteration 34Q: 3 clusters Score -384869.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -384871.312500 Penalty: 4089.319824
	Iteration 35Q: 3 clusters Score -384871.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -384874.687500 Penalty: 4089.319824
	Iteration 36Q: 3 clusters Score -384874.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -384878.093750 Penalty: 4089.319824
	Iteration 37Q: 3 clusters Score -384878.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -384880.062500 Penalty: 4089.319824
	Iteration 38Q: 3 clusters Score -384880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -384880.250000 Penalty: 4089.319824
	Iteration 39Q: 3 clusters Score -384880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -384881.375000 Penalty: 4089.319824
	Iteration 40F: 3 clusters Score -384881.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -384882.187500 Penalty: 4089.319824
	Iteration 41Q: 3 clusters Score -384882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -384882.062500 Penalty: 4089.319824
	Iteration 42Q: 3 clusters Score -384882.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -384882.906250 Penalty: 4089.319824
	Iteration 43Q: 3 clusters Score -384882.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -384883.937500 Penalty: 4089.319824
	Iteration 44Q: 3 clusters Score -384883.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -384885.218750 Penalty: 4089.319824
	Iteration 45Q: 3 clusters Score -384885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -384886.531250 Penalty: 4089.319824
	Iteration 46Q: 3 clusters Score -384886.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -384887.062500 Penalty: 4089.319824
	Iteration 47Q: 3 clusters Score -384887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -384887.281250 Penalty: 4089.319824
	Iteration 48Q: 3 clusters Score -384887.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -384887.281250 Penalty: 4089.319824
	Iteration 49F: 3 clusters Score -384887.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -88056.093750 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -88056.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -86264.601562 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -86264.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86575.593750 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -86575.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -86706.351562 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -86706.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86754.507812 Penalty: 3378.377197
	Iteration 3Q: 3 clusters Score -86754.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -86778.414062 Penalty: 3378.377197
	Iteration 4Q: 3 clusters Score -86778.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -86795.109375 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -86795.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -86817.171875 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -86817.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -86827.835938 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -86827.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -86836.070312 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -86836.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -86842.039062 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -86842.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -86845.570312 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -86845.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -86853.835938 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -86853.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -86861.953125 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -86861.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -86868.531250 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -86868.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -86873.015625 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -86873.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -86874.593750 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -86874.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -86879.109375 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -86879.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -86883.945312 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -86883.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -86887.445312 Penalty: 3378.377197
	Iteration 18Q: 3 clusters Score -86887.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -86891.390625 Penalty: 3378.377197
	Iteration 19Q: 3 clusters Score -86891.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -86894.156250 Penalty: 3378.377197
	Iteration 20F: 3 clusters Score -86894.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -86895.757812 Penalty: 3378.377197
	Iteration 21Q: 3 clusters Score -86895.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -86895.757812 Penalty: 3378.377197
	Iteration 22F: 3 clusters Score -86895.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Entering Unmasked Estep 
Score: -660823.562500 Penalty: 2154.485596
	Iteration 0F: 2 clusters Score -660823.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -655672.250000 Penalty: 4308.971191
	Iteration 0F: 3 clusters Score -655672.2 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -656953.125000 Penalty: 4308.971191
	Iteration 1F: 3 clusters Score -656953.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -657192.812500 Penalty: 4308.971191
	Iteration 2F: 3 clusters Score -657192.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -657325.812500 Penalty: 4308.971191
	Iteration 3Q: 3 clusters Score -657325.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -657439.812500 Penalty: 4308.971191
	Iteration 4Q: 3 clusters Score -657439.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -657529.937500 Penalty: 4308.971191
	Iteration 5Q: 3 clusters Score -657529.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -657587.937500 Penalty: 4308.971191
	Iteration 6Q: 3 clusters Score -657587.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -657636.750000 Penalty: 4308.971191
	Iteration 7Q: 3 clusters Score -657636.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -657693.687500 Penalty: 4308.971191
	Iteration 8Q: 3 clusters Score -657693.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -657748.312500 Penalty: 4308.971191
	Iteration 9Q: 3 clusters Score -657748.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -657807.250000 Penalty: 4308.971191
	Iteration 10Q: 3 clusters Score -657807.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -657877.437500 Penalty: 4308.971191
	Iteration 11Q: 3 clusters Score -657877.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -657936.687500 Penalty: 4308.971191
	Iteration 12Q: 3 clusters Score -657936.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -657992.125000 Penalty: 4308.971191
	Iteration 13Q: 3 clusters Score -657992.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -658046.375000 Penalty: 4308.971191
	Iteration 14Q: 3 clusters Score -658046.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -658100.312500 Penalty: 4308.971191
	Iteration 15Q: 3 clusters Score -658100.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -658161.750000 Penalty: 4308.971191
	Iteration 16Q: 3 clusters Score -658161.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -658236.000000 Penalty: 4308.971191
	Iteration 17Q: 3 clusters Score -658236 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -658324.437500 Penalty: 4308.971191
	Iteration 18Q: 3 clusters Score -658324.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -658412.062500 Penalty: 4308.971191
	Iteration 19Q: 3 clusters Score -658412.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -658494.250000 Penalty: 4308.971191
	Iteration 20F: 3 clusters Score -658494.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -658566.500000 Penalty: 4308.971191
	Iteration 21Q: 3 clusters Score -658566.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -658629.187500 Penalty: 4308.971191
	Iteration 22Q: 3 clusters Score -658629.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -658688.375000 Penalty: 4308.971191
	Iteration 23Q: 3 clusters Score -658688.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -658729.562500 Penalty: 4308.971191
	Iteration 24Q: 3 clusters Score -658729.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -658752.375000 Penalty: 4308.971191
	Iteration 25Q: 3 clusters Score -658752.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -658767.750000 Penalty: 4308.971191
	Iteration 26Q: 3 clusters Score -658767.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -658781.312500 Penalty: 4308.971191
	Iteration 27Q: 3 clusters Score -658781.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -658794.750000 Penalty: 4308.971191
	Iteration 28Q: 3 clusters Score -658794.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -658802.750000 Penalty: 4308.971191
	Iteration 29Q: 3 clusters Score -658802.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -658814.375000 Penalty: 4308.971191
	Iteration 30Q: 3 clusters Score -658814.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -658826.000000 Penalty: 4308.971191
	Iteration 31Q: 3 clusters Score -658826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -658835.875000 Penalty: 4308.971191
	Iteration 32Q: 3 clusters Score -658835.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -658847.437500 Penalty: 4308.971191
	Iteration 33Q: 3 clusters Score -658847.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -658857.312500 Penalty: 4308.971191
	Iteration 34Q: 3 clusters Score -658857.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -658866.375000 Penalty: 4308.971191
	Iteration 35Q: 3 clusters Score -658866.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -658872.375000 Penalty: 4308.971191
	Iteration 36Q: 3 clusters Score -658872.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -658878.437500 Penalty: 4308.971191
	Iteration 37Q: 3 clusters Score -658878.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -658884.062500 Penalty: 4308.971191
	Iteration 38Q: 3 clusters Score -658884.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -658892.375000 Penalty: 4308.971191
	Iteration 39Q: 3 clusters Score -658892.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -658904.750000 Penalty: 4308.971191
	Iteration 40F: 3 clusters Score -658904.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -658909.437500 Penalty: 4308.971191
	Iteration 41Q: 3 clusters Score -658909.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -658919.812500 Penalty: 4308.971191
	Iteration 42Q: 3 clusters Score -658919.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -658928.000000 Penalty: 4308.971191
	Iteration 43Q: 3 clusters Score -658928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -658933.500000 Penalty: 4308.971191
	Iteration 44Q: 3 clusters Score -658933.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -658941.562500 Penalty: 4308.971191
	Iteration 45Q: 3 clusters Score -658941.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -658944.437500 Penalty: 4308.971191
	Iteration 46Q: 3 clusters Score -658944.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -658949.062500 Penalty: 4308.971191
	Iteration 47Q: 3 clusters Score -658949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -658950.937500 Penalty: 4308.971191
	Iteration 48Q: 3 clusters Score -658950.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -658953.875000 Penalty: 4308.971191
	Iteration 49Q: 3 clusters Score -658953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -658954.187500 Penalty: 4308.971191
	Iteration 50Q: 3 clusters Score -658954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -658953.687500 Penalty: 4308.971191
	Iteration 51Q: 3 clusters Score -658953.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -658953.687500 Penalty: 4308.971191
	Iteration 52F: 3 clusters Score -658953.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Entering Unmasked Estep 
Score: -2334412.000000 Penalty: 2462.756592
	Iteration 0F: 2 clusters Score -2334412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2319971.250000 Penalty: 4925.513184
	Iteration 0F: 3 clusters Score -2319971 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2324695.750000 Penalty: 4925.513184
	Iteration 1F: 3 clusters Score -2324696 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2325025.250000 Penalty: 4925.513184
	Iteration 2Q: 3 clusters Score -2325025 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2325280.000000 Penalty: 4925.513184
	Iteration 3Q: 3 clusters Score -2325280 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2325498.500000 Penalty: 4925.513184
	Iteration 4Q: 3 clusters Score -2325498 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2325670.750000 Penalty: 4925.513184
	Iteration 5Q: 3 clusters Score -2325671 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2325810.000000 Penalty: 4925.513184
	Iteration 6Q: 3 clusters Score -2325810 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2325941.750000 Penalty: 4925.513184
	Iteration 7Q: 3 clusters Score -2325942 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2326059.000000 Penalty: 4925.513184
	Iteration 8Q: 3 clusters Score -2326059 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2326183.000000 Penalty: 4925.513184
	Iteration 9Q: 3 clusters Score -2326183 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2326288.250000 Penalty: 4925.513184
	Iteration 10Q: 3 clusters Score -2326288 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2326451.250000 Penalty: 4925.513184
	Iteration 11Q: 3 clusters Score -2326451 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2326665.500000 Penalty: 4925.513184
	Iteration 12Q: 3 clusters Score -2326666 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2326996.750000 Penalty: 4925.513184
	Iteration 13Q: 3 clusters Score -2326997 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2327476.250000 Penalty: 4925.513184
	Iteration 14Q: 3 clusters Score -2327476 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2328163.000000 Penalty: 4925.513184
	Iteration 15F: 3 clusters Score -2328163 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -2329030.500000 Penalty: 4925.513184
	Iteration 16F: 3 clusters Score -2329030 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2330082.750000 Penalty: 4925.513184
	Iteration 17F: 3 clusters Score -2330083 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2330904.750000 Penalty: 4925.513184
	Iteration 18Q: 3 clusters Score -2330905 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2331451.500000 Penalty: 4925.513184
	Iteration 19Q: 3 clusters Score -2331452 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2331805.500000 Penalty: 4925.513184
	Iteration 20F: 3 clusters Score -2331806 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2331984.750000 Penalty: 4925.513184
	Iteration 21Q: 3 clusters Score -2331985 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2332100.000000 Penalty: 4925.513184
	Iteration 22Q: 3 clusters Score -2332100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2332170.500000 Penalty: 4925.513184
	Iteration 23Q: 3 clusters Score -2332170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2332212.000000 Penalty: 4925.513184
	Iteration 24Q: 3 clusters Score -2332212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2332243.250000 Penalty: 4925.513184
	Iteration 25Q: 3 clusters Score -2332243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2332258.000000 Penalty: 4925.513184
	Iteration 26Q: 3 clusters Score -2332258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2332274.500000 Penalty: 4925.513184
	Iteration 27Q: 3 clusters Score -2332274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2332283.250000 Penalty: 4925.513184
	Iteration 28Q: 3 clusters Score -2332283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2332285.500000 Penalty: 4925.513184
	Iteration 29Q: 3 clusters Score -2332286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2332285.500000 Penalty: 4925.513184
	Iteration 30F: 3 clusters Score -2332286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -52213.792969 Penalty: 1569.770752
	Iteration 0F: 2 clusters Score -52213.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50675.281250 Penalty: 3139.541504
	Iteration 0F: 3 clusters Score -50675.28 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51021.378906 Penalty: 3139.541504
	Iteration 1F: 3 clusters Score -51021.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -51203.035156 Penalty: 3139.541504
	Iteration 2F: 3 clusters Score -51203.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -51288.199219 Penalty: 3139.541504
	Iteration 3F: 3 clusters Score -51288.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -51345.871094 Penalty: 3139.541504
	Iteration 4Q: 3 clusters Score -51345.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -51362.234375 Penalty: 3139.541504
	Iteration 5Q: 3 clusters Score -51362.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51373.804688 Penalty: 3139.541504
	Iteration 6Q: 3 clusters Score -51373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -51382.144531 Penalty: 3139.541504
	Iteration 7Q: 3 clusters Score -51382.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -51385.902344 Penalty: 3139.541504
	Iteration 8Q: 3 clusters Score -51385.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -51385.902344 Penalty: 3139.541504
	Iteration 9F: 3 clusters Score -51385.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Entering Unmasked Estep 
Score: -5781177.000000 Penalty: 2691.443359
	Iteration 0F: 2 clusters Score -5781177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -5746387.500000 Penalty: 5382.886719
	Iteration 0F: 3 clusters Score -5746388 nChanged 23908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -5759668.000000 Penalty: 5382.886719
	Iteration 1F: 3 clusters Score -5759668 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -5760180.000000 Penalty: 5382.886719
	Iteration 2Q: 3 clusters Score -5760180 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -5760736.500000 Penalty: 5382.886719
	Iteration 3Q: 3 clusters Score -5760736 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -5761318.500000 Penalty: 5382.886719
	Iteration 4Q: 3 clusters Score -5761318 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -5761870.500000 Penalty: 5382.886719
	Iteration 5Q: 3 clusters Score -5761870 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -5762564.500000 Penalty: 5382.886719
	Iteration 6Q: 3 clusters Score -5762564 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -5763384.500000 Penalty: 5382.886719
	Iteration 7Q: 3 clusters Score -5763384 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -5764481.000000 Penalty: 5382.886719
	Iteration 8Q: 3 clusters Score -5764481 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -5766002.500000 Penalty: 5382.886719
	Iteration 9Q: 3 clusters Score -5766002 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -5767960.000000 Penalty: 5382.886719
	Iteration 10F: 3 clusters Score -5767960 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -5770146.000000 Penalty: 5382.886719
	Iteration 11F: 3 clusters Score -5770146 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -5772256.000000 Penalty: 5382.886719
	Iteration 12F: 3 clusters Score -5772256 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -5774196.000000 Penalty: 5382.886719
	Iteration 13Q: 3 clusters Score -5774196 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -5775750.000000 Penalty: 5382.886719
	Iteration 14Q: 3 clusters Score -5775750 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -5776848.500000 Penalty: 5382.886719
	Iteration 15Q: 3 clusters Score -5776848 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -5777574.500000 Penalty: 5382.886719
	Iteration 16Q: 3 clusters Score -5777574 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -5778063.000000 Penalty: 5382.886719
	Iteration 17Q: 3 clusters Score -5778063 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -5778331.000000 Penalty: 5382.886719
	Iteration 18Q: 3 clusters Score -5778331 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -5778497.000000 Penalty: 5382.886719
	Iteration 19Q: 3 clusters Score -5778497 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -5778610.500000 Penalty: 5382.886719
	Iteration 20F: 3 clusters Score -5778610 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -5778689.500000 Penalty: 5382.886719
	Iteration 21Q: 3 clusters Score -5778690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -5778734.500000 Penalty: 5382.886719
	Iteration 22Q: 3 clusters Score -5778734 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -5778768.000000 Penalty: 5382.886719
	Iteration 23Q: 3 clusters Score -5778768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -5778784.000000 Penalty: 5382.886719
	Iteration 24Q: 3 clusters Score -5778784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -5778793.500000 Penalty: 5382.886719
	Iteration 25Q: 3 clusters Score -5778794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -5778812.500000 Penalty: 5382.886719
	Iteration 26Q: 3 clusters Score -5778812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -5778820.500000 Penalty: 5382.886719
	Iteration 27Q: 3 clusters Score -5778820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -5778823.500000 Penalty: 5382.886719
	Iteration 28Q: 3 clusters Score -5778824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -5778825.500000 Penalty: 5382.886719
	Iteration 29Q: 3 clusters Score -5778826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -5778833.500000 Penalty: 5382.886719
	Iteration 30Q: 3 clusters Score -5778834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 51280 members 
Entering Unmasked Estep 
Score: -5778835.500000 Penalty: 5382.886719
	Iteration 31Q: 3 clusters Score -5778836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -5778841.000000 Penalty: 5382.886719
	Iteration 32Q: 3 clusters Score -5778841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 51285 members 
Entering Unmasked Estep 
Score: -5778844.000000 Penalty: 5382.886719
	Iteration 33Q: 3 clusters Score -5778844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -5778843.000000 Penalty: 5382.886719
	Iteration 34Q: 3 clusters Score -5778843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -5778851.500000 Penalty: 5382.886719
	Iteration 35Q: 3 clusters Score -5778852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -5778855.500000 Penalty: 5382.886719
	Iteration 36Q: 3 clusters Score -5778856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -5778855.000000 Penalty: 5382.886719
	Iteration 37Q: 3 clusters Score -5778855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -5778854.000000 Penalty: 5382.886719
	Iteration 38Q: 3 clusters Score -5778854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 51299 members 
Entering Unmasked Estep 
Score: -5778854.000000 Penalty: 5382.886719
	Iteration 39F: 3 clusters Score -5778854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Entering Unmasked Estep 
Score: -1769052.750000 Penalty: 2396.803955
	Iteration 0F: 2 clusters Score -1769053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1757729.375000 Penalty: 4793.607910
	Iteration 0F: 3 clusters Score -1757729 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1761632.125000 Penalty: 4793.607910
	Iteration 1F: 3 clusters Score -1761632 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1762606.875000 Penalty: 4793.607910
	Iteration 2F: 3 clusters Score -1762607 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1763790.500000 Penalty: 4793.607910
	Iteration 3F: 3 clusters Score -1763790 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1764972.250000 Penalty: 4793.607910
	Iteration 4F: 3 clusters Score -1764972 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1766020.750000 Penalty: 4793.607910
	Iteration 5F: 3 clusters Score -1766021 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1767035.375000 Penalty: 4793.607910
	Iteration 6F: 3 clusters Score -1767035 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1767911.500000 Penalty: 4793.607910
	Iteration 7F: 3 clusters Score -1767912 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1768507.875000 Penalty: 4793.607910
	Iteration 8Q: 3 clusters Score -1768508 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1768740.500000 Penalty: 4793.607910
	Iteration 9Q: 3 clusters Score -1768740 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1768839.625000 Penalty: 4793.607910
	Iteration 10Q: 3 clusters Score -1768840 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1768884.750000 Penalty: 4793.607910
	Iteration 11Q: 3 clusters Score -1768885 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1768911.625000 Penalty: 4793.607910
	Iteration 12Q: 3 clusters Score -1768912 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1768924.125000 Penalty: 4793.607910
	Iteration 13Q: 3 clusters Score -1768924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1768936.500000 Penalty: 4793.607910
	Iteration 14Q: 3 clusters Score -1768936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1768943.750000 Penalty: 4793.607910
	Iteration 15Q: 3 clusters Score -1768944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1768945.750000 Penalty: 4793.607910
	Iteration 16Q: 3 clusters Score -1768946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1768945.000000 Penalty: 4793.607910
	Iteration 17Q: 3 clusters Score -1768945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1768943.625000 Penalty: 4793.607910
	Iteration 18Q: 3 clusters Score -1768944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1768944.875000 Penalty: 4793.607910
	Iteration 19Q: 3 clusters Score -1768945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1768943.625000 Penalty: 4793.607910
	Iteration 20F: 3 clusters Score -1768944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -122125.101562 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -122125.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -120076.453125 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -120076.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -120369.664062 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -120369.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -120443.078125 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -120443.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120477.148438 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -120477.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -120520.593750 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -120520.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -120551.343750 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -120551.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -120583.890625 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -120583.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120603.281250 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -120603.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -120616.625000 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -120616.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -120630.015625 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -120630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120635.726562 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -120635.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -120644.328125 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -120644.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -120647.328125 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -120647.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -120649.367188 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -120649.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -120653.945312 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -120653.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -120659.937500 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -120659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -120664.601562 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -120664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -120666.945312 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -120666.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -120667.945312 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -120667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -120668.312500 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -120668.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -120668.312500 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -120668.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (324336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324336 members 
Entering Unmasked Estep 
Score: -35809232.000000 Penalty: 3147.004639
	Iteration 0F: 2 clusters Score -3.580923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162234 members 
Mstep: Class 2 contains 162102 members 
Entering Unmasked Estep 
Score: -35627628.000000 Penalty: 6294.009277
	Iteration 0F: 3 clusters Score -3.562763e+07 nChanged 157401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164729 members 
Mstep: Class 2 contains 159607 members 
Entering Unmasked Estep 
Score: -35720784.000000 Penalty: 6294.009277
	Iteration 1F: 3 clusters Score -3.572078e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167629 members 
Mstep: Class 2 contains 156707 members 
Entering Unmasked Estep 
Score: -35722120.000000 Penalty: 6294.009277
	Iteration 2Q: 3 clusters Score -3.572212e+07 nChanged 8917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172164 members 
Mstep: Class 2 contains 152172 members 
Entering Unmasked Estep 
Score: -35724296.000000 Penalty: 6294.009277
	Iteration 3Q: 3 clusters Score -3.57243e+07 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179101 members 
Mstep: Class 2 contains 145235 members 
Entering Unmasked Estep 
Score: -35726708.000000 Penalty: 6294.009277
	Iteration 4Q: 3 clusters Score -3.572671e+07 nChanged 13173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189610 members 
Mstep: Class 2 contains 134726 members 
Entering Unmasked Estep 
Score: -35730912.000000 Penalty: 6294.009277
	Iteration 5Q: 3 clusters Score -3.573091e+07 nChanged 17217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204813 members 
Mstep: Class 2 contains 119523 members 
Entering Unmasked Estep 
Score: -35739004.000000 Penalty: 6294.009277
	Iteration 6F: 3 clusters Score -3.5739e+07 nChanged 21812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225061 members 
Mstep: Class 2 contains 99275 members 
Entering Unmasked Estep 
Score: -35752124.000000 Penalty: 6294.009277
	Iteration 7F: 3 clusters Score -3.575212e+07 nChanged 25162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249247 members 
Mstep: Class 2 contains 75089 members 
Entering Unmasked Estep 
Score: -35771512.000000 Penalty: 6294.009277
	Iteration 8F: 3 clusters Score -3.577151e+07 nChanged 23986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272561 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -35790972.000000 Penalty: 6294.009277
	Iteration 9F: 3 clusters Score -3.579097e+07 nChanged 18211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290340 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -35806188.000000 Penalty: 6294.009277
	Iteration 10F: 3 clusters Score -3.580619e+07 nChanged 12136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302194 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -35813364.000000 Penalty: 6294.009277
	Iteration 11Q: 3 clusters Score -3.581336e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310313 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -35813892.000000 Penalty: 6294.009277
	Iteration 12Q: 3 clusters Score -3.581389e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315416 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -35812180.000000 Penalty: 6294.009277
	Iteration 13Q: 3 clusters Score -3.581218e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318474 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -35810488.000000 Penalty: 6294.009277
	Iteration 14Q: 3 clusters Score -3.581049e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320348 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -35809372.000000 Penalty: 6294.009277
	Iteration 15Q: 3 clusters Score -3.580937e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321471 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -35808528.000000 Penalty: 6294.009277
	Iteration 16Q: 3 clusters Score -3.580853e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322140 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -35808252.000000 Penalty: 6294.009277
	Iteration 17Q: 3 clusters Score -3.580825e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322539 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -35808024.000000 Penalty: 6294.009277
	Iteration 18Q: 3 clusters Score -3.580802e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322781 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -35807784.000000 Penalty: 6294.009277
	Iteration 19Q: 3 clusters Score -3.580778e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322950 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -35807708.000000 Penalty: 6294.009277
	Iteration 20F: 3 clusters Score -3.580771e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323080 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -35807684.000000 Penalty: 6294.009277
	Iteration 21Q: 3 clusters Score -3.580768e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323178 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -35807596.000000 Penalty: 6294.009277
	Iteration 22Q: 3 clusters Score -3.58076e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323251 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -35807536.000000 Penalty: 6294.009277
	Iteration 23Q: 3 clusters Score -3.580754e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323314 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -35807536.000000 Penalty: 6294.009277
	Iteration 24Q: 3 clusters Score -3.580754e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323361 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -35807540.000000 Penalty: 6294.009277
	Iteration 25Q: 3 clusters Score -3.580754e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323394 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -35807508.000000 Penalty: 6294.009277
	Iteration 26Q: 3 clusters Score -3.580751e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323428 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -35807492.000000 Penalty: 6294.009277
	Iteration 27Q: 3 clusters Score -3.580749e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323447 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -35807464.000000 Penalty: 6294.009277
	Iteration 28Q: 3 clusters Score -3.580746e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323468 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -35807484.000000 Penalty: 6294.009277
	Iteration 29Q: 3 clusters Score -3.580748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323488 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -35807464.000000 Penalty: 6294.009277
	Iteration 30Q: 3 clusters Score -3.580746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323506 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -35807456.000000 Penalty: 6294.009277
	Iteration 31Q: 3 clusters Score -3.580746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323514 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -35807448.000000 Penalty: 6294.009277
	Iteration 32Q: 3 clusters Score -3.580745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323522 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -35807468.000000 Penalty: 6294.009277
	Iteration 33Q: 3 clusters Score -3.580747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323526 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -35807432.000000 Penalty: 6294.009277
	Iteration 34Q: 3 clusters Score -3.580743e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323535 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -35807440.000000 Penalty: 6294.009277
	Iteration 35Q: 3 clusters Score -3.580744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323546 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -35807456.000000 Penalty: 6294.009277
	Iteration 36Q: 3 clusters Score -3.580746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323551 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -35807416.000000 Penalty: 6294.009277
	Iteration 37Q: 3 clusters Score -3.580742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323555 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -35807412.000000 Penalty: 6294.009277
	Iteration 38Q: 3 clusters Score -3.580741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323557 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -35807440.000000 Penalty: 6294.009277
	Iteration 39Q: 3 clusters Score -3.580744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323564 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -35807428.000000 Penalty: 6294.009277
	Iteration 40F: 3 clusters Score -3.580743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323565 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -35807424.000000 Penalty: 6294.009277
	Iteration 41Q: 3 clusters Score -3.580742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323568 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -35807444.000000 Penalty: 6294.009277
	Iteration 42Q: 3 clusters Score -3.580744e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323569 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -35807452.000000 Penalty: 6294.009277
	Iteration 43Q: 3 clusters Score -3.580745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323573 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -35807448.000000 Penalty: 6294.009277
	Iteration 44Q: 3 clusters Score -3.580745e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323578 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -35807448.000000 Penalty: 6294.009277
	Iteration 45Q: 3 clusters Score -3.580745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323579 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -35807448.000000 Penalty: 6294.009277
	Iteration 46Q: 3 clusters Score -3.580745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323581 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -35807460.000000 Penalty: 6294.009277
	Iteration 47Q: 3 clusters Score -3.580746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323584 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -35807468.000000 Penalty: 6294.009277
	Iteration 48Q: 3 clusters Score -3.580747e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323586 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -35807464.000000 Penalty: 6294.009277
	Iteration 49Q: 3 clusters Score -3.580746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323586 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -35807448.000000 Penalty: 6294.009277
	Iteration 50Q: 3 clusters Score -3.580745e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323586 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -35807448.000000 Penalty: 6294.009277
	Iteration 51F: 3 clusters Score -3.580745e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Entering Unmasked Estep 
Score: -755536.500000 Penalty: 2190.807129
	Iteration 0F: 2 clusters Score -755536.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -749863.750000 Penalty: 4381.614258
	Iteration 0F: 3 clusters Score -749863.8 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -751276.500000 Penalty: 4381.614258
	Iteration 1F: 3 clusters Score -751276.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -751538.562500 Penalty: 4381.614258
	Iteration 2F: 3 clusters Score -751538.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -751678.125000 Penalty: 4381.614258
	Iteration 3Q: 3 clusters Score -751678.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -751771.312500 Penalty: 4381.614258
	Iteration 4Q: 3 clusters Score -751771.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -751849.750000 Penalty: 4381.614258
	Iteration 5Q: 3 clusters Score -751849.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -751915.062500 Penalty: 4381.614258
	Iteration 6Q: 3 clusters Score -751915.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -751962.750000 Penalty: 4381.614258
	Iteration 7Q: 3 clusters Score -751962.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -752014.125000 Penalty: 4381.614258
	Iteration 8Q: 3 clusters Score -752014.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -752071.875000 Penalty: 4381.614258
	Iteration 9Q: 3 clusters Score -752071.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -752127.625000 Penalty: 4381.614258
	Iteration 10Q: 3 clusters Score -752127.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -752169.312500 Penalty: 4381.614258
	Iteration 11Q: 3 clusters Score -752169.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -752215.500000 Penalty: 4381.614258
	Iteration 12Q: 3 clusters Score -752215.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -752271.250000 Penalty: 4381.614258
	Iteration 13Q: 3 clusters Score -752271.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -752330.312500 Penalty: 4381.614258
	Iteration 14Q: 3 clusters Score -752330.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -752403.500000 Penalty: 4381.614258
	Iteration 15Q: 3 clusters Score -752403.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -752488.687500 Penalty: 4381.614258
	Iteration 16Q: 3 clusters Score -752488.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -752587.250000 Penalty: 4381.614258
	Iteration 17Q: 3 clusters Score -752587.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -752697.125000 Penalty: 4381.614258
	Iteration 18Q: 3 clusters Score -752697.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -752828.625000 Penalty: 4381.614258
	Iteration 19Q: 3 clusters Score -752828.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -752961.125000 Penalty: 4381.614258
	Iteration 20F: 3 clusters Score -752961.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -753082.812500 Penalty: 4381.614258
	Iteration 21Q: 3 clusters Score -753082.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -753179.437500 Penalty: 4381.614258
	Iteration 22Q: 3 clusters Score -753179.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -753273.187500 Penalty: 4381.614258
	Iteration 23Q: 3 clusters Score -753273.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -753351.625000 Penalty: 4381.614258
	Iteration 24Q: 3 clusters Score -753351.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -753433.500000 Penalty: 4381.614258
	Iteration 25Q: 3 clusters Score -753433.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -753482.562500 Penalty: 4381.614258
	Iteration 26Q: 3 clusters Score -753482.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -753524.062500 Penalty: 4381.614258
	Iteration 27Q: 3 clusters Score -753524.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -753548.500000 Penalty: 4381.614258
	Iteration 28Q: 3 clusters Score -753548.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -753577.312500 Penalty: 4381.614258
	Iteration 29Q: 3 clusters Score -753577.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -753599.375000 Penalty: 4381.614258
	Iteration 30Q: 3 clusters Score -753599.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -753622.750000 Penalty: 4381.614258
	Iteration 31Q: 3 clusters Score -753622.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -753650.750000 Penalty: 4381.614258
	Iteration 32Q: 3 clusters Score -753650.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -753666.500000 Penalty: 4381.614258
	Iteration 33Q: 3 clusters Score -753666.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -753675.250000 Penalty: 4381.614258
	Iteration 34Q: 3 clusters Score -753675.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -753684.125000 Penalty: 4381.614258
	Iteration 35Q: 3 clusters Score -753684.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -753691.437500 Penalty: 4381.614258
	Iteration 36Q: 3 clusters Score -753691.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -753695.687500 Penalty: 4381.614258
	Iteration 37Q: 3 clusters Score -753695.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -753700.500000 Penalty: 4381.614258
	Iteration 38Q: 3 clusters Score -753700.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -753702.875000 Penalty: 4381.614258
	Iteration 39Q: 3 clusters Score -753702.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -753704.875000 Penalty: 4381.614258
	Iteration 40F: 3 clusters Score -753704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -753707.187500 Penalty: 4381.614258
	Iteration 41Q: 3 clusters Score -753707.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -753707.875000 Penalty: 4381.614258
	Iteration 42Q: 3 clusters Score -753707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -753708.750000 Penalty: 4381.614258
	Iteration 43Q: 3 clusters Score -753708.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -753707.937500 Penalty: 4381.614258
	Iteration 44Q: 3 clusters Score -753707.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -753707.937500 Penalty: 4381.614258
	Iteration 45F: 3 clusters Score -753707.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -82764.890625 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -82764.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80918.195312 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -80918.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81246.812500 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -81246.81 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81410.398438 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -81410.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -81591.867188 Penalty: 3387.041260
	Iteration 3F: 3 clusters Score -81591.87 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81708.765625 Penalty: 3387.041260
	Iteration 4Q: 3 clusters Score -81708.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -81787.625000 Penalty: 3387.041260
	Iteration 5Q: 3 clusters Score -81787.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81844.734375 Penalty: 3387.041260
	Iteration 6Q: 3 clusters Score -81844.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81887.406250 Penalty: 3387.041260
	Iteration 7Q: 3 clusters Score -81887.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -81929.726562 Penalty: 3387.041260
	Iteration 8Q: 3 clusters Score -81929.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -81960.179688 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -81960.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -81984.617188 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -81984.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82007.414062 Penalty: 3387.041260
	Iteration 11Q: 3 clusters Score -82007.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -82037.117188 Penalty: 3387.041260
	Iteration 12Q: 3 clusters Score -82037.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82063.953125 Penalty: 3387.041260
	Iteration 13Q: 3 clusters Score -82063.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82122.734375 Penalty: 3387.041260
	Iteration 14Q: 3 clusters Score -82122.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82210.570312 Penalty: 3387.041260
	Iteration 15Q: 3 clusters Score -82210.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82347.132812 Penalty: 3387.041260
	Iteration 16Q: 3 clusters Score -82347.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82458.195312 Penalty: 3387.041260
	Iteration 17Q: 3 clusters Score -82458.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -82512.078125 Penalty: 3387.041260
	Iteration 18Q: 3 clusters Score -82512.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82528.171875 Penalty: 3387.041260
	Iteration 19Q: 3 clusters Score -82528.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82556.343750 Penalty: 3387.041260
	Iteration 20F: 3 clusters Score -82556.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82564.914062 Penalty: 3387.041260
	Iteration 21Q: 3 clusters Score -82564.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82571.210938 Penalty: 3387.041260
	Iteration 22Q: 3 clusters Score -82571.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82586.648438 Penalty: 3387.041260
	Iteration 23Q: 3 clusters Score -82586.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82612.703125 Penalty: 3387.041260
	Iteration 24Q: 3 clusters Score -82612.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82639.312500 Penalty: 3387.041260
	Iteration 25Q: 3 clusters Score -82639.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82658.031250 Penalty: 3387.041260
	Iteration 26Q: 3 clusters Score -82658.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82678.539062 Penalty: 3387.041260
	Iteration 27Q: 3 clusters Score -82678.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82690.406250 Penalty: 3387.041260
	Iteration 28Q: 3 clusters Score -82690.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82690.406250 Penalty: 3387.041260
	Iteration 29F: 3 clusters Score -82690.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -101714.757812 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -101714.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -99748.578125 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -99748.58 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -100075.500000 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -100075.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -100237.890625 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -100237.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -100357.867188 Penalty: 3449.973877
	Iteration 3F: 3 clusters Score -100357.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100501.500000 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -100501.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -100702.960938 Penalty: 3449.973877
	Iteration 5F: 3 clusters Score -100703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -100819.273438 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -100819.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100911.843750 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -100911.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100979.890625 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -100979.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -101011.195312 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -101011.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -101032.968750 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -101033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -101044.804688 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -101044.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101048.429688 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -101048.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -101050.164062 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -101050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101051.656250 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -101051.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101051.656250 Penalty: 3449.973877
	Iteration 15F: 3 clusters Score -101051.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Entering Unmasked Estep 
Score: -946872.000000 Penalty: 2256.404053
	Iteration 0F: 2 clusters Score -946872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -939948.625000 Penalty: 4512.808105
	Iteration 0F: 3 clusters Score -939948.6 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -941908.125000 Penalty: 4512.808105
	Iteration 1F: 3 clusters Score -941908.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -942273.437500 Penalty: 4512.808105
	Iteration 2F: 3 clusters Score -942273.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -942684.750000 Penalty: 4512.808105
	Iteration 3F: 3 clusters Score -942684.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -943069.687500 Penalty: 4512.808105
	Iteration 4F: 3 clusters Score -943069.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -943425.187500 Penalty: 4512.808105
	Iteration 5F: 3 clusters Score -943425.2 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -943765.937500 Penalty: 4512.808105
	Iteration 6F: 3 clusters Score -943765.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -944128.312500 Penalty: 4512.808105
	Iteration 7F: 3 clusters Score -944128.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -944507.875000 Penalty: 4512.808105
	Iteration 8F: 3 clusters Score -944507.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -944915.875000 Penalty: 4512.808105
	Iteration 9F: 3 clusters Score -944915.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -945317.875000 Penalty: 4512.808105
	Iteration 10Q: 3 clusters Score -945317.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -945710.812500 Penalty: 4512.808105
	Iteration 11Q: 3 clusters Score -945710.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -946032.375000 Penalty: 4512.808105
	Iteration 12Q: 3 clusters Score -946032.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -946295.625000 Penalty: 4512.808105
	Iteration 13Q: 3 clusters Score -946295.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -946455.562500 Penalty: 4512.808105
	Iteration 14Q: 3 clusters Score -946455.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -946533.875000 Penalty: 4512.808105
	Iteration 15Q: 3 clusters Score -946533.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -946559.687500 Penalty: 4512.808105
	Iteration 16Q: 3 clusters Score -946559.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -946571.687500 Penalty: 4512.808105
	Iteration 17Q: 3 clusters Score -946571.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -946576.500000 Penalty: 4512.808105
	Iteration 18Q: 3 clusters Score -946576.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -946582.625000 Penalty: 4512.808105
	Iteration 19Q: 3 clusters Score -946582.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -946584.125000 Penalty: 4512.808105
	Iteration 20F: 3 clusters Score -946584.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -946585.000000 Penalty: 4512.808105
	Iteration 21Q: 3 clusters Score -946585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -946586.125000 Penalty: 4512.808105
	Iteration 22Q: 3 clusters Score -946586.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -946587.625000 Penalty: 4512.808105
	Iteration 23Q: 3 clusters Score -946587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -946588.625000 Penalty: 4512.808105
	Iteration 24Q: 3 clusters Score -946588.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -946587.375000 Penalty: 4512.808105
	Iteration 25Q: 3 clusters Score -946587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -946590.375000 Penalty: 4512.808105
	Iteration 26Q: 3 clusters Score -946590.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -946592.250000 Penalty: 4512.808105
	Iteration 27Q: 3 clusters Score -946592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -946591.812500 Penalty: 4512.808105
	Iteration 28Q: 3 clusters Score -946591.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -946591.812500 Penalty: 4512.808105
	Iteration 29F: 3 clusters Score -946591.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Entering Unmasked Estep 
Score: -445663.375000 Penalty: 2098.444336
	Iteration 0F: 2 clusters Score -445663.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -441400.218750 Penalty: 4196.888672
	Iteration 0F: 3 clusters Score -441400.2 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -442654.406250 Penalty: 4196.888672
	Iteration 1F: 3 clusters Score -442654.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -442981.125000 Penalty: 4196.888672
	Iteration 2F: 3 clusters Score -442981.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -443237.656250 Penalty: 4196.888672
	Iteration 3F: 3 clusters Score -443237.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -443435.625000 Penalty: 4196.888672
	Iteration 4F: 3 clusters Score -443435.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -443611.750000 Penalty: 4196.888672
	Iteration 5Q: 3 clusters Score -443611.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -443725.406250 Penalty: 4196.888672
	Iteration 6Q: 3 clusters Score -443725.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -443823.687500 Penalty: 4196.888672
	Iteration 7Q: 3 clusters Score -443823.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -443903.343750 Penalty: 4196.888672
	Iteration 8Q: 3 clusters Score -443903.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -443954.687500 Penalty: 4196.888672
	Iteration 9Q: 3 clusters Score -443954.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -443994.750000 Penalty: 4196.888672
	Iteration 10Q: 3 clusters Score -443994.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -444027.593750 Penalty: 4196.888672
	Iteration 11Q: 3 clusters Score -444027.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -444057.593750 Penalty: 4196.888672
	Iteration 12Q: 3 clusters Score -444057.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -444085.281250 Penalty: 4196.888672
	Iteration 13Q: 3 clusters Score -444085.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -444106.656250 Penalty: 4196.888672
	Iteration 14Q: 3 clusters Score -444106.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -444123.906250 Penalty: 4196.888672
	Iteration 15Q: 3 clusters Score -444123.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -444134.906250 Penalty: 4196.888672
	Iteration 16Q: 3 clusters Score -444134.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -444142.843750 Penalty: 4196.888672
	Iteration 17Q: 3 clusters Score -444142.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -444147.968750 Penalty: 4196.888672
	Iteration 18Q: 3 clusters Score -444148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -444151.875000 Penalty: 4196.888672
	Iteration 19Q: 3 clusters Score -444151.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -444156.218750 Penalty: 4196.888672
	Iteration 20F: 3 clusters Score -444156.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -444157.375000 Penalty: 4196.888672
	Iteration 21Q: 3 clusters Score -444157.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -444159.687500 Penalty: 4196.888672
	Iteration 22Q: 3 clusters Score -444159.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -444162.000000 Penalty: 4196.888672
	Iteration 23Q: 3 clusters Score -444162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -444162.812500 Penalty: 4196.888672
	Iteration 24Q: 3 clusters Score -444162.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -444162.812500 Penalty: 4196.888672
	Iteration 25F: 3 clusters Score -444162.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (113502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113502 members 
Entering Unmasked Estep 
Score: -12852616.000000 Penalty: 2886.614746
	Iteration 0F: 2 clusters Score -1.285262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -12776828.000000 Penalty: 5773.229492
	Iteration 0F: 3 clusters Score -1.277683e+07 nChanged 53959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -12807862.000000 Penalty: 5773.229492
	Iteration 1F: 3 clusters Score -1.280786e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -12809173.000000 Penalty: 5773.229492
	Iteration 2Q: 3 clusters Score -1.280917e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -12811259.000000 Penalty: 5773.229492
	Iteration 3Q: 3 clusters Score -1.281126e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70033 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -12814615.000000 Penalty: 5773.229492
	Iteration 4F: 3 clusters Score -1.281462e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76565 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -12819439.000000 Penalty: 5773.229492
	Iteration 5F: 3 clusters Score -1.281944e+07 nChanged 8922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84619 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -12826188.000000 Penalty: 5773.229492
	Iteration 6F: 3 clusters Score -1.282619e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -12833769.000000 Penalty: 5773.229492
	Iteration 7F: 3 clusters Score -1.283377e+07 nChanged 7647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100696 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -12840592.000000 Penalty: 5773.229492
	Iteration 8F: 3 clusters Score -1.284059e+07 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106038 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -12845321.000000 Penalty: 5773.229492
	Iteration 9Q: 3 clusters Score -1.284532e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109270 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -12848003.000000 Penalty: 5773.229492
	Iteration 10Q: 3 clusters Score -1.2848e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110921 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -12849318.000000 Penalty: 5773.229492
	Iteration 11Q: 3 clusters Score -1.284932e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111738 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -12849850.000000 Penalty: 5773.229492
	Iteration 12Q: 3 clusters Score -1.284985e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112116 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12850141.000000 Penalty: 5773.229492
	Iteration 13Q: 3 clusters Score -1.285014e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112304 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -12850253.000000 Penalty: 5773.229492
	Iteration 14Q: 3 clusters Score -1.285025e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112400 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -12850330.000000 Penalty: 5773.229492
	Iteration 15Q: 3 clusters Score -1.285033e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112452 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12850352.000000 Penalty: 5773.229492
	Iteration 16Q: 3 clusters Score -1.285035e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112489 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -12850374.000000 Penalty: 5773.229492
	Iteration 17Q: 3 clusters Score -1.285037e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112518 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12850367.000000 Penalty: 5773.229492
	Iteration 18Q: 3 clusters Score -1.285037e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112538 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -12850390.000000 Penalty: 5773.229492
	Iteration 19Q: 3 clusters Score -1.285039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112549 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -12850390.000000 Penalty: 5773.229492
	Iteration 20F: 3 clusters Score -1.285039e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112561 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12850393.000000 Penalty: 5773.229492
	Iteration 21Q: 3 clusters Score -1.285039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112569 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12850381.000000 Penalty: 5773.229492
	Iteration 22Q: 3 clusters Score -1.285038e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112575 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -12850383.000000 Penalty: 5773.229492
	Iteration 23Q: 3 clusters Score -1.285038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112578 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12850382.000000 Penalty: 5773.229492
	Iteration 24Q: 3 clusters Score -1.285038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112584 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -12850389.000000 Penalty: 5773.229492
	Iteration 25Q: 3 clusters Score -1.285039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112589 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -12850378.000000 Penalty: 5773.229492
	Iteration 26Q: 3 clusters Score -1.285038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112592 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -12850387.000000 Penalty: 5773.229492
	Iteration 27Q: 3 clusters Score -1.285039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112597 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -12850397.000000 Penalty: 5773.229492
	Iteration 28Q: 3 clusters Score -1.28504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112600 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12850395.000000 Penalty: 5773.229492
	Iteration 29Q: 3 clusters Score -1.28504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112604 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -12850387.000000 Penalty: 5773.229492
	Iteration 30Q: 3 clusters Score -1.285039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112607 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12850390.000000 Penalty: 5773.229492
	Iteration 31Q: 3 clusters Score -1.285039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112605 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -12850404.000000 Penalty: 5773.229492
	Iteration 32Q: 3 clusters Score -1.28504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112606 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -12850398.000000 Penalty: 5773.229492
	Iteration 33Q: 3 clusters Score -1.28504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112607 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12850395.000000 Penalty: 5773.229492
	Iteration 34Q: 3 clusters Score -1.28504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112607 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -12850395.000000 Penalty: 5773.229492
	Iteration 35F: 3 clusters Score -1.28504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Entering Unmasked Estep 
Score: -2503907.000000 Penalty: 2483.505371
	Iteration 0F: 2 clusters Score -2503907 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 11138 members 
Entering Unmasked Estep 
Score: -2488479.000000 Penalty: 4967.010742
	Iteration 0F: 3 clusters Score -2488479 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2493631.500000 Penalty: 4967.010742
	Iteration 1F: 3 clusters Score -2493632 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2494022.500000 Penalty: 4967.010742
	Iteration 2F: 3 clusters Score -2494022 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2494362.250000 Penalty: 4967.010742
	Iteration 3Q: 3 clusters Score -2494362 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2494737.500000 Penalty: 4967.010742
	Iteration 4Q: 3 clusters Score -2494738 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2495200.500000 Penalty: 4967.010742
	Iteration 5Q: 3 clusters Score -2495200 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2495788.250000 Penalty: 4967.010742
	Iteration 6F: 3 clusters Score -2495788 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2496609.750000 Penalty: 4967.010742
	Iteration 7F: 3 clusters Score -2496610 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2497640.250000 Penalty: 4967.010742
	Iteration 8F: 3 clusters Score -2497640 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -2498801.250000 Penalty: 4967.010742
	Iteration 9F: 3 clusters Score -2498801 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2499958.500000 Penalty: 4967.010742
	Iteration 10F: 3 clusters Score -2499958 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2500935.500000 Penalty: 4967.010742
	Iteration 11F: 3 clusters Score -2500936 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -2501552.000000 Penalty: 4967.010742
	Iteration 12Q: 3 clusters Score -2501552 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2501920.000000 Penalty: 4967.010742
	Iteration 13Q: 3 clusters Score -2501920 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2502128.750000 Penalty: 4967.010742
	Iteration 14Q: 3 clusters Score -2502129 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2502236.750000 Penalty: 4967.010742
	Iteration 15Q: 3 clusters Score -2502237 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2502287.250000 Penalty: 4967.010742
	Iteration 16Q: 3 clusters Score -2502287 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2502311.750000 Penalty: 4967.010742
	Iteration 17Q: 3 clusters Score -2502312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2502328.000000 Penalty: 4967.010742
	Iteration 18Q: 3 clusters Score -2502328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2502343.500000 Penalty: 4967.010742
	Iteration 19Q: 3 clusters Score -2502344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2502346.500000 Penalty: 4967.010742
	Iteration 20F: 3 clusters Score -2502346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2502349.000000 Penalty: 4967.010742
	Iteration 21Q: 3 clusters Score -2502349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2502359.000000 Penalty: 4967.010742
	Iteration 22Q: 3 clusters Score -2502359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2502365.500000 Penalty: 4967.010742
	Iteration 23Q: 3 clusters Score -2502366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2502370.000000 Penalty: 4967.010742
	Iteration 24Q: 3 clusters Score -2502370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2502373.750000 Penalty: 4967.010742
	Iteration 25Q: 3 clusters Score -2502374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2502372.250000 Penalty: 4967.010742
	Iteration 26Q: 3 clusters Score -2502372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2502376.000000 Penalty: 4967.010742
	Iteration 27Q: 3 clusters Score -2502376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2502374.750000 Penalty: 4967.010742
	Iteration 28Q: 3 clusters Score -2502375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2502379.000000 Penalty: 4967.010742
	Iteration 29Q: 3 clusters Score -2502379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2502383.000000 Penalty: 4967.010742
	Iteration 30Q: 3 clusters Score -2502383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2502379.750000 Penalty: 4967.010742
	Iteration 31Q: 3 clusters Score -2502380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2502383.000000 Penalty: 4967.010742
	Iteration 32Q: 3 clusters Score -2502383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2502383.750000 Penalty: 4967.010742
	Iteration 33Q: 3 clusters Score -2502384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2502385.750000 Penalty: 4967.010742
	Iteration 34Q: 3 clusters Score -2502386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2502386.250000 Penalty: 4967.010742
	Iteration 35Q: 3 clusters Score -2502386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2502386.250000 Penalty: 4967.010742
	Iteration 36F: 3 clusters Score -2502386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 94927 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151594 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 20547 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51668 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324336 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8941 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113502 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98101008.000000 Penalty: 78209.109375
Iteration 239Q: 24 clusters Score -9.810101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 94928 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151596 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 20545 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51668 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324335 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8939 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113502 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100984.000000 Penalty: 78209.109375
Iteration 240F: 24 clusters Score -9.810098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 94929 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151596 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 20544 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51668 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324336 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8938 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113502 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100944.000000 Penalty: 78209.109375
Iteration 241Q: 24 clusters Score -9.810094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 94927 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151597 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 20544 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51668 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324336 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8937 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113502 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100984.000000 Penalty: 78209.109375
Iteration 242Q: 24 clusters Score -9.810098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 94928 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151596 members 
Mstep: Class 8 contains 3807 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 20544 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51668 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324335 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8936 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113502 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98101000.000000 Penalty: 78209.109375
Iteration 243Q: 24 clusters Score -9.8101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 94928 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151596 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 20544 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51668 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324334 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8936 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113503 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98101008.000000 Penalty: 78209.109375
Iteration 244Q: 24 clusters Score -9.810101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 94928 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151595 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 20544 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51668 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324333 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8936 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113503 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100992.000000 Penalty: 78209.109375
Iteration 245Q: 24 clusters Score -9.810099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 94928 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151595 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 20544 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51668 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324333 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 21 contains 8936 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113503 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -98100992.000000 Penalty: 78209.109375
Iteration 246F: 24 clusters Score -9.810099e+07 nChanged 0
Entering ConstructFrom: 
Score: -98100992.000000 Penalty: 78209.109375
Entering ConstructFrom: 
Trying to split cluster 1 (30431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Entering Unmasked Estep 
Score: -3323622.750000 Penalty: 2560.157959
	Iteration 0F: 2 clusters Score -3323623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3302758.750000 Penalty: 5120.315918
	Iteration 0F: 3 clusters Score -3302759 nChanged 13837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3310295.500000 Penalty: 5120.315918
	Iteration 1F: 3 clusters Score -3310296 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3310655.250000 Penalty: 5120.315918
	Iteration 2Q: 3 clusters Score -3310655 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -3310947.750000 Penalty: 5120.315918
	Iteration 3Q: 3 clusters Score -3310948 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3311209.250000 Penalty: 5120.315918
	Iteration 4Q: 3 clusters Score -3311209 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3311486.500000 Penalty: 5120.315918
	Iteration 5Q: 3 clusters Score -3311486 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3311812.000000 Penalty: 5120.315918
	Iteration 6Q: 3 clusters Score -3311812 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -3312271.750000 Penalty: 5120.315918
	Iteration 7Q: 3 clusters Score -3312272 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -3312954.750000 Penalty: 5120.315918
	Iteration 8Q: 3 clusters Score -3312955 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -3313939.250000 Penalty: 5120.315918
	Iteration 9F: 3 clusters Score -3313939 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3315381.500000 Penalty: 5120.315918
	Iteration 10F: 3 clusters Score -3315382 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -3317175.000000 Penalty: 5120.315918
	Iteration 11F: 3 clusters Score -3317175 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3318854.750000 Penalty: 5120.315918
	Iteration 12F: 3 clusters Score -3318855 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3320002.500000 Penalty: 5120.315918
	Iteration 13Q: 3 clusters Score -3320002 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3320612.250000 Penalty: 5120.315918
	Iteration 14Q: 3 clusters Score -3320612 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3320962.250000 Penalty: 5120.315918
	Iteration 15Q: 3 clusters Score -3320962 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3321136.500000 Penalty: 5120.315918
	Iteration 16Q: 3 clusters Score -3321136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3321219.000000 Penalty: 5120.315918
	Iteration 17Q: 3 clusters Score -3321219 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3321273.000000 Penalty: 5120.315918
	Iteration 18Q: 3 clusters Score -3321273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3321315.500000 Penalty: 5120.315918
	Iteration 19Q: 3 clusters Score -3321316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3321328.750000 Penalty: 5120.315918
	Iteration 20F: 3 clusters Score -3321329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3321340.750000 Penalty: 5120.315918
	Iteration 21Q: 3 clusters Score -3321341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3321348.500000 Penalty: 5120.315918
	Iteration 22Q: 3 clusters Score -3321348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3321354.500000 Penalty: 5120.315918
	Iteration 23Q: 3 clusters Score -3321354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3321356.750000 Penalty: 5120.315918
	Iteration 24Q: 3 clusters Score -3321357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3321360.250000 Penalty: 5120.315918
	Iteration 25Q: 3 clusters Score -3321360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3321365.750000 Penalty: 5120.315918
	Iteration 26Q: 3 clusters Score -3321366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3321365.750000 Penalty: 5120.315918
	Iteration 27F: 3 clusters Score -3321366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (94928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94928 members 
Entering Unmasked Estep 
Score: -10632942.000000 Penalty: 2842.296631
	Iteration 0F: 2 clusters Score -1.063294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -10569236.000000 Penalty: 5684.593262
	Iteration 0F: 3 clusters Score -1.056924e+07 nChanged 44870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -10595696.000000 Penalty: 5684.593262
	Iteration 1F: 3 clusters Score -1.05957e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -10596840.000000 Penalty: 5684.593262
	Iteration 2Q: 3 clusters Score -1.059684e+07 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -10598496.000000 Penalty: 5684.593262
	Iteration 3Q: 3 clusters Score -1.05985e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -10600949.000000 Penalty: 5684.593262
	Iteration 4F: 3 clusters Score -1.060095e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -10604798.000000 Penalty: 5684.593262
	Iteration 5F: 3 clusters Score -1.06048e+07 nChanged 7047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68489 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -10610272.000000 Penalty: 5684.593262
	Iteration 6F: 3 clusters Score -1.061027e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74673 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -10616982.000000 Penalty: 5684.593262
	Iteration 7F: 3 clusters Score -1.061698e+07 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79629 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -10623378.000000 Penalty: 5684.593262
	Iteration 8F: 3 clusters Score -1.062338e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82356 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -10627992.000000 Penalty: 5684.593262
	Iteration 9Q: 3 clusters Score -1.062799e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -10630445.000000 Penalty: 5684.593262
	Iteration 10Q: 3 clusters Score -1.063044e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -10631463.000000 Penalty: 5684.593262
	Iteration 11Q: 3 clusters Score -1.063146e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84207 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -10631909.000000 Penalty: 5684.593262
	Iteration 12Q: 3 clusters Score -1.063191e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84425 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -10632138.000000 Penalty: 5684.593262
	Iteration 13Q: 3 clusters Score -1.063214e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -10632284.000000 Penalty: 5684.593262
	Iteration 14Q: 3 clusters Score -1.063228e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84657 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -10632392.000000 Penalty: 5684.593262
	Iteration 15Q: 3 clusters Score -1.063239e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -10632440.000000 Penalty: 5684.593262
	Iteration 16Q: 3 clusters Score -1.063244e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -10632491.000000 Penalty: 5684.593262
	Iteration 17Q: 3 clusters Score -1.063249e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84768 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -10632523.000000 Penalty: 5684.593262
	Iteration 18Q: 3 clusters Score -1.063252e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84793 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -10632531.000000 Penalty: 5684.593262
	Iteration 19Q: 3 clusters Score -1.063253e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84812 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -10632563.000000 Penalty: 5684.593262
	Iteration 20F: 3 clusters Score -1.063256e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84835 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -10632558.000000 Penalty: 5684.593262
	Iteration 21Q: 3 clusters Score -1.063256e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -10632560.000000 Penalty: 5684.593262
	Iteration 22Q: 3 clusters Score -1.063256e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -10632556.000000 Penalty: 5684.593262
	Iteration 23Q: 3 clusters Score -1.063256e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84921 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -10632531.000000 Penalty: 5684.593262
	Iteration 24Q: 3 clusters Score -1.063253e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84946 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -10632537.000000 Penalty: 5684.593262
	Iteration 25Q: 3 clusters Score -1.063254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84960 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -10632530.000000 Penalty: 5684.593262
	Iteration 26Q: 3 clusters Score -1.063253e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84974 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -10632532.000000 Penalty: 5684.593262
	Iteration 27Q: 3 clusters Score -1.063253e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84980 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -10632531.000000 Penalty: 5684.593262
	Iteration 28Q: 3 clusters Score -1.063253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84988 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -10632542.000000 Penalty: 5684.593262
	Iteration 29Q: 3 clusters Score -1.063254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84989 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -10632544.000000 Penalty: 5684.593262
	Iteration 30Q: 3 clusters Score -1.063254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -10632548.000000 Penalty: 5684.593262
	Iteration 31Q: 3 clusters Score -1.063255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -10632549.000000 Penalty: 5684.593262
	Iteration 32Q: 3 clusters Score -1.063255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84993 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -10632547.000000 Penalty: 5684.593262
	Iteration 33Q: 3 clusters Score -1.063255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84994 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -10632552.000000 Penalty: 5684.593262
	Iteration 34Q: 3 clusters Score -1.063255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -10632552.000000 Penalty: 5684.593262
	Iteration 35Q: 3 clusters Score -1.063255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84998 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -10632551.000000 Penalty: 5684.593262
	Iteration 36Q: 3 clusters Score -1.063255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84999 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -10632554.000000 Penalty: 5684.593262
	Iteration 37Q: 3 clusters Score -1.063255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84999 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -10632554.000000 Penalty: 5684.593262
	Iteration 38F: 3 clusters Score -1.063255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -303102.062500 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -303102.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -300024.250000 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -300024.2 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -300650.500000 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -300650.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -300829.937500 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -300829.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -300940.375000 Penalty: 3927.820312
	Iteration 3Q: 3 clusters Score -300940.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -301018.718750 Penalty: 3927.820312
	Iteration 4Q: 3 clusters Score -301018.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -301076.750000 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -301076.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -301131.687500 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -301131.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -301179.125000 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -301179.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -301206.187500 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -301206.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -301229.593750 Penalty: 3927.820312
	Iteration 9Q: 3 clusters Score -301229.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -301253.156250 Penalty: 3927.820312
	Iteration 10Q: 3 clusters Score -301253.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -301275.031250 Penalty: 3927.820312
	Iteration 11Q: 3 clusters Score -301275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -301294.562500 Penalty: 3927.820312
	Iteration 12Q: 3 clusters Score -301294.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -301316.062500 Penalty: 3927.820312
	Iteration 13Q: 3 clusters Score -301316.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -301331.312500 Penalty: 3927.820312
	Iteration 14Q: 3 clusters Score -301331.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -301345.218750 Penalty: 3927.820312
	Iteration 15Q: 3 clusters Score -301345.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -301363.843750 Penalty: 3927.820312
	Iteration 16Q: 3 clusters Score -301363.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -301384.593750 Penalty: 3927.820312
	Iteration 17Q: 3 clusters Score -301384.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -301401.750000 Penalty: 3927.820312
	Iteration 18Q: 3 clusters Score -301401.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -301421.968750 Penalty: 3927.820312
	Iteration 19Q: 3 clusters Score -301422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -301441.531250 Penalty: 3927.820312
	Iteration 20F: 3 clusters Score -301441.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -301459.875000 Penalty: 3927.820312
	Iteration 21Q: 3 clusters Score -301459.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -301486.781250 Penalty: 3927.820312
	Iteration 22Q: 3 clusters Score -301486.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -301530.343750 Penalty: 3927.820312
	Iteration 23Q: 3 clusters Score -301530.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -301584.812500 Penalty: 3927.820312
	Iteration 24Q: 3 clusters Score -301584.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -301643.812500 Penalty: 3927.820312
	Iteration 25Q: 3 clusters Score -301643.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -301710.562500 Penalty: 3927.820312
	Iteration 26Q: 3 clusters Score -301710.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -301795.625000 Penalty: 3927.820312
	Iteration 27Q: 3 clusters Score -301795.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -301893.437500 Penalty: 3927.820312
	Iteration 28Q: 3 clusters Score -301893.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -302012.093750 Penalty: 3927.820312
	Iteration 29Q: 3 clusters Score -302012.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -302150.375000 Penalty: 3927.820312
	Iteration 30Q: 3 clusters Score -302150.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -302302.562500 Penalty: 3927.820312
	Iteration 31Q: 3 clusters Score -302302.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -302427.937500 Penalty: 3927.820312
	Iteration 32Q: 3 clusters Score -302427.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -302475.281250 Penalty: 3927.820312
	Iteration 33Q: 3 clusters Score -302475.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -302502.156250 Penalty: 3927.820312
	Iteration 34Q: 3 clusters Score -302502.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -302510.437500 Penalty: 3927.820312
	Iteration 35Q: 3 clusters Score -302510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -302511.687500 Penalty: 3927.820312
	Iteration 36Q: 3 clusters Score -302511.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -302512.968750 Penalty: 3927.820312
	Iteration 37F: 3 clusters Score -302513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -302514.031250 Penalty: 3927.820312
	Iteration 38Q: 3 clusters Score -302514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -302514.031250 Penalty: 3927.820312
	Iteration 39F: 3 clusters Score -302514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Entering Unmasked Estep 
Score: -2778838.250000 Penalty: 2526.761230
	Iteration 0F: 2 clusters Score -2778838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2760467.000000 Penalty: 5053.522461
	Iteration 0F: 3 clusters Score -2760467 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2766766.000000 Penalty: 5053.522461
	Iteration 1F: 3 clusters Score -2766766 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2767175.250000 Penalty: 5053.522461
	Iteration 2Q: 3 clusters Score -2767175 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -2767540.000000 Penalty: 5053.522461
	Iteration 3Q: 3 clusters Score -2767540 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2767852.750000 Penalty: 5053.522461
	Iteration 4Q: 3 clusters Score -2767853 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2768127.750000 Penalty: 5053.522461
	Iteration 5Q: 3 clusters Score -2768128 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2768396.500000 Penalty: 5053.522461
	Iteration 6Q: 3 clusters Score -2768396 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2768639.500000 Penalty: 5053.522461
	Iteration 7Q: 3 clusters Score -2768640 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2768904.750000 Penalty: 5053.522461
	Iteration 8Q: 3 clusters Score -2768905 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2769194.750000 Penalty: 5053.522461
	Iteration 9Q: 3 clusters Score -2769195 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2769491.500000 Penalty: 5053.522461
	Iteration 10Q: 3 clusters Score -2769492 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2769845.000000 Penalty: 5053.522461
	Iteration 11Q: 3 clusters Score -2769845 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2770261.750000 Penalty: 5053.522461
	Iteration 12Q: 3 clusters Score -2770262 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2770745.000000 Penalty: 5053.522461
	Iteration 13Q: 3 clusters Score -2770745 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2771287.000000 Penalty: 5053.522461
	Iteration 14Q: 3 clusters Score -2771287 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2771813.000000 Penalty: 5053.522461
	Iteration 15Q: 3 clusters Score -2771813 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2772294.500000 Penalty: 5053.522461
	Iteration 16Q: 3 clusters Score -2772294 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2772723.750000 Penalty: 5053.522461
	Iteration 17Q: 3 clusters Score -2772724 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -2773101.750000 Penalty: 5053.522461
	Iteration 18Q: 3 clusters Score -2773102 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2773442.250000 Penalty: 5053.522461
	Iteration 19Q: 3 clusters Score -2773442 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2773690.250000 Penalty: 5053.522461
	Iteration 20F: 3 clusters Score -2773690 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2773939.000000 Penalty: 5053.522461
	Iteration 21Q: 3 clusters Score -2773939 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -2774177.000000 Penalty: 5053.522461
	Iteration 22Q: 3 clusters Score -2774177 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2774424.500000 Penalty: 5053.522461
	Iteration 23Q: 3 clusters Score -2774424 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -2774633.250000 Penalty: 5053.522461
	Iteration 24Q: 3 clusters Score -2774633 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -2774865.000000 Penalty: 5053.522461
	Iteration 25Q: 3 clusters Score -2774865 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2775106.500000 Penalty: 5053.522461
	Iteration 26Q: 3 clusters Score -2775106 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -2775369.000000 Penalty: 5053.522461
	Iteration 27Q: 3 clusters Score -2775369 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -2775608.500000 Penalty: 5053.522461
	Iteration 28Q: 3 clusters Score -2775608 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -2775808.000000 Penalty: 5053.522461
	Iteration 29Q: 3 clusters Score -2775808 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -2775945.000000 Penalty: 5053.522461
	Iteration 30Q: 3 clusters Score -2775945 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -2776088.500000 Penalty: 5053.522461
	Iteration 31Q: 3 clusters Score -2776088 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -2776247.500000 Penalty: 5053.522461
	Iteration 32Q: 3 clusters Score -2776248 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -2776359.500000 Penalty: 5053.522461
	Iteration 33Q: 3 clusters Score -2776360 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -2776476.500000 Penalty: 5053.522461
	Iteration 34Q: 3 clusters Score -2776476 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -2776569.000000 Penalty: 5053.522461
	Iteration 35Q: 3 clusters Score -2776569 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -2776657.000000 Penalty: 5053.522461
	Iteration 36Q: 3 clusters Score -2776657 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -2776752.750000 Penalty: 5053.522461
	Iteration 37Q: 3 clusters Score -2776753 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -2776824.250000 Penalty: 5053.522461
	Iteration 38Q: 3 clusters Score -2776824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -2776875.500000 Penalty: 5053.522461
	Iteration 39Q: 3 clusters Score -2776876 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -2776913.000000 Penalty: 5053.522461
	Iteration 40F: 3 clusters Score -2776913 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -2776950.750000 Penalty: 5053.522461
	Iteration 41Q: 3 clusters Score -2776951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -2776970.500000 Penalty: 5053.522461
	Iteration 42Q: 3 clusters Score -2776970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -2776987.500000 Penalty: 5053.522461
	Iteration 43Q: 3 clusters Score -2776988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -2777015.000000 Penalty: 5053.522461
	Iteration 44Q: 3 clusters Score -2777015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -2777026.750000 Penalty: 5053.522461
	Iteration 45Q: 3 clusters Score -2777027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -2777037.000000 Penalty: 5053.522461
	Iteration 46Q: 3 clusters Score -2777037 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -2777054.750000 Penalty: 5053.522461
	Iteration 47Q: 3 clusters Score -2777055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -2777076.250000 Penalty: 5053.522461
	Iteration 48Q: 3 clusters Score -2777076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -2777093.500000 Penalty: 5053.522461
	Iteration 49Q: 3 clusters Score -2777094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -2777102.750000 Penalty: 5053.522461
	Iteration 50Q: 3 clusters Score -2777103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -2777110.500000 Penalty: 5053.522461
	Iteration 51Q: 3 clusters Score -2777110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -2777118.750000 Penalty: 5053.522461
	Iteration 52Q: 3 clusters Score -2777119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -2777126.250000 Penalty: 5053.522461
	Iteration 53Q: 3 clusters Score -2777126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -2777126.000000 Penalty: 5053.522461
	Iteration 54Q: 3 clusters Score -2777126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -2777126.000000 Penalty: 5053.522461
	Iteration 55F: 3 clusters Score -2777126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -38266.453125 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -38266.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36834.402344 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -36834.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37072.335938 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -37072.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37230.398438 Penalty: 3033.482422
	Iteration 2F: 3 clusters Score -37230.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37327.363281 Penalty: 3033.482422
	Iteration 3Q: 3 clusters Score -37327.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37346.058594 Penalty: 3033.482422
	Iteration 4Q: 3 clusters Score -37346.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37348.976562 Penalty: 3033.482422
	Iteration 5Q: 3 clusters Score -37348.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37352.070312 Penalty: 3033.482422
	Iteration 6Q: 3 clusters Score -37352.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37360.679688 Penalty: 3033.482422
	Iteration 7Q: 3 clusters Score -37360.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37371.226562 Penalty: 3033.482422
	Iteration 8Q: 3 clusters Score -37371.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37372.074219 Penalty: 3033.482422
	Iteration 9Q: 3 clusters Score -37372.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37375.375000 Penalty: 3033.482422
	Iteration 10Q: 3 clusters Score -37375.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37375.375000 Penalty: 3033.482422
	Iteration 11F: 3 clusters Score -37375.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Entering Unmasked Estep 
Score: -1233620.500000 Penalty: 2302.860107
	Iteration 0F: 2 clusters Score -1233620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1225486.875000 Penalty: 4605.720215
	Iteration 0F: 3 clusters Score -1225487 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1227901.000000 Penalty: 4605.720215
	Iteration 1F: 3 clusters Score -1227901 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1228213.875000 Penalty: 4605.720215
	Iteration 2F: 3 clusters Score -1228214 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1228475.000000 Penalty: 4605.720215
	Iteration 3Q: 3 clusters Score -1228475 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1228734.500000 Penalty: 4605.720215
	Iteration 4Q: 3 clusters Score -1228734 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1228976.250000 Penalty: 4605.720215
	Iteration 5Q: 3 clusters Score -1228976 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1229227.875000 Penalty: 4605.720215
	Iteration 6Q: 3 clusters Score -1229228 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1229530.375000 Penalty: 4605.720215
	Iteration 7Q: 3 clusters Score -1229530 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1229880.500000 Penalty: 4605.720215
	Iteration 8Q: 3 clusters Score -1229880 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1230254.125000 Penalty: 4605.720215
	Iteration 9Q: 3 clusters Score -1230254 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1230670.875000 Penalty: 4605.720215
	Iteration 10F: 3 clusters Score -1230671 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1231093.500000 Penalty: 4605.720215
	Iteration 11F: 3 clusters Score -1231094 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1231492.125000 Penalty: 4605.720215
	Iteration 12F: 3 clusters Score -1231492 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1231789.625000 Penalty: 4605.720215
	Iteration 13Q: 3 clusters Score -1231790 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1231961.375000 Penalty: 4605.720215
	Iteration 14Q: 3 clusters Score -1231961 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1232063.250000 Penalty: 4605.720215
	Iteration 15Q: 3 clusters Score -1232063 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1232115.000000 Penalty: 4605.720215
	Iteration 16Q: 3 clusters Score -1232115 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1232146.625000 Penalty: 4605.720215
	Iteration 17Q: 3 clusters Score -1232147 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1232168.125000 Penalty: 4605.720215
	Iteration 18Q: 3 clusters Score -1232168 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1232188.875000 Penalty: 4605.720215
	Iteration 19Q: 3 clusters Score -1232189 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1232202.375000 Penalty: 4605.720215
	Iteration 20F: 3 clusters Score -1232202 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1232214.250000 Penalty: 4605.720215
	Iteration 21Q: 3 clusters Score -1232214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1232226.875000 Penalty: 4605.720215
	Iteration 22Q: 3 clusters Score -1232227 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1232240.750000 Penalty: 4605.720215
	Iteration 23Q: 3 clusters Score -1232241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1232251.750000 Penalty: 4605.720215
	Iteration 24Q: 3 clusters Score -1232252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1232252.500000 Penalty: 4605.720215
	Iteration 25Q: 3 clusters Score -1232252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1232261.125000 Penalty: 4605.720215
	Iteration 26Q: 3 clusters Score -1232261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1232270.750000 Penalty: 4605.720215
	Iteration 27Q: 3 clusters Score -1232271 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1232285.250000 Penalty: 4605.720215
	Iteration 28Q: 3 clusters Score -1232285 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1232297.250000 Penalty: 4605.720215
	Iteration 29Q: 3 clusters Score -1232297 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1232302.625000 Penalty: 4605.720215
	Iteration 30Q: 3 clusters Score -1232303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1232311.625000 Penalty: 4605.720215
	Iteration 31Q: 3 clusters Score -1232312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1232311.875000 Penalty: 4605.720215
	Iteration 32Q: 3 clusters Score -1232312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1232315.875000 Penalty: 4605.720215
	Iteration 33Q: 3 clusters Score -1232316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1232323.250000 Penalty: 4605.720215
	Iteration 34Q: 3 clusters Score -1232323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1232328.375000 Penalty: 4605.720215
	Iteration 35Q: 3 clusters Score -1232328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1232332.125000 Penalty: 4605.720215
	Iteration 36Q: 3 clusters Score -1232332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1232336.125000 Penalty: 4605.720215
	Iteration 37Q: 3 clusters Score -1232336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1232339.875000 Penalty: 4605.720215
	Iteration 38Q: 3 clusters Score -1232340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1232343.125000 Penalty: 4605.720215
	Iteration 39Q: 3 clusters Score -1232343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1232343.125000 Penalty: 4605.720215
	Iteration 40F: 3 clusters Score -1232343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1232348.875000 Penalty: 4605.720215
	Iteration 41Q: 3 clusters Score -1232349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1232352.625000 Penalty: 4605.720215
	Iteration 42Q: 3 clusters Score -1232353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1232351.875000 Penalty: 4605.720215
	Iteration 43Q: 3 clusters Score -1232352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1232354.750000 Penalty: 4605.720215
	Iteration 44Q: 3 clusters Score -1232355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1232359.250000 Penalty: 4605.720215
	Iteration 45Q: 3 clusters Score -1232359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1232363.875000 Penalty: 4605.720215
	Iteration 46Q: 3 clusters Score -1232364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1232365.375000 Penalty: 4605.720215
	Iteration 47Q: 3 clusters Score -1232365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1232370.750000 Penalty: 4605.720215
	Iteration 48Q: 3 clusters Score -1232371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1232375.250000 Penalty: 4605.720215
	Iteration 49Q: 3 clusters Score -1232375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1232377.375000 Penalty: 4605.720215
	Iteration 50Q: 3 clusters Score -1232377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1232379.750000 Penalty: 4605.720215
	Iteration 51Q: 3 clusters Score -1232380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1232383.125000 Penalty: 4605.720215
	Iteration 52Q: 3 clusters Score -1232383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1232389.875000 Penalty: 4605.720215
	Iteration 53Q: 3 clusters Score -1232390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1232392.875000 Penalty: 4605.720215
	Iteration 54Q: 3 clusters Score -1232393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1232398.875000 Penalty: 4605.720215
	Iteration 55Q: 3 clusters Score -1232399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1232400.000000 Penalty: 4605.720215
	Iteration 56Q: 3 clusters Score -1232400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1232403.875000 Penalty: 4605.720215
	Iteration 57Q: 3 clusters Score -1232404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1232405.375000 Penalty: 4605.720215
	Iteration 58Q: 3 clusters Score -1232405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1232405.625000 Penalty: 4605.720215
	Iteration 59Q: 3 clusters Score -1232406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1232406.500000 Penalty: 4605.720215
	Iteration 60F: 3 clusters Score -1232406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1232404.125000 Penalty: 4605.720215
	Iteration 61Q: 3 clusters Score -1232404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1232411.000000 Penalty: 4605.720215
	Iteration 62Q: 3 clusters Score -1232411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1232413.500000 Penalty: 4605.720215
	Iteration 63Q: 3 clusters Score -1232414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1232417.000000 Penalty: 4605.720215
	Iteration 64Q: 3 clusters Score -1232417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1232419.750000 Penalty: 4605.720215
	Iteration 65Q: 3 clusters Score -1232420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1232418.750000 Penalty: 4605.720215
	Iteration 66Q: 3 clusters Score -1232419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1232419.625000 Penalty: 4605.720215
	Iteration 67Q: 3 clusters Score -1232420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1232420.000000 Penalty: 4605.720215
	Iteration 68Q: 3 clusters Score -1232420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1232420.375000 Penalty: 4605.720215
	Iteration 69Q: 3 clusters Score -1232420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1232422.750000 Penalty: 4605.720215
	Iteration 70Q: 3 clusters Score -1232423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1232425.500000 Penalty: 4605.720215
	Iteration 71Q: 3 clusters Score -1232426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1232425.000000 Penalty: 4605.720215
	Iteration 72Q: 3 clusters Score -1232425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1232424.125000 Penalty: 4605.720215
	Iteration 73Q: 3 clusters Score -1232424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1232424.000000 Penalty: 4605.720215
	Iteration 74Q: 3 clusters Score -1232424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1232427.000000 Penalty: 4605.720215
	Iteration 75Q: 3 clusters Score -1232427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1232429.125000 Penalty: 4605.720215
	Iteration 76Q: 3 clusters Score -1232429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1232430.750000 Penalty: 4605.720215
	Iteration 77Q: 3 clusters Score -1232431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1232430.750000 Penalty: 4605.720215
	Iteration 78F: 3 clusters Score -1232431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (151595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151595 members 
Entering Unmasked Estep 
Score: -17002058.000000 Penalty: 2958.384033
	Iteration 0F: 2 clusters Score -1.700206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75543 members 
Mstep: Class 2 contains 76052 members 
Entering Unmasked Estep 
Score: -16901038.000000 Penalty: 5916.768066
	Iteration 0F: 3 clusters Score -1.690104e+07 nChanged 72506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72025 members 
Mstep: Class 2 contains 79570 members 
Entering Unmasked Estep 
Score: -16942864.000000 Penalty: 5916.768066
	Iteration 1F: 3 clusters Score -1.694286e+07 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69644 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -16943948.000000 Penalty: 5916.768066
	Iteration 2Q: 3 clusters Score -1.694395e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 85676 members 
Entering Unmasked Estep 
Score: -16945454.000000 Penalty: 5916.768066
	Iteration 3Q: 3 clusters Score -1.694545e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60270 members 
Mstep: Class 2 contains 91325 members 
Entering Unmasked Estep 
Score: -16947986.000000 Penalty: 5916.768066
	Iteration 4Q: 3 clusters Score -1.694799e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 99532 members 
Entering Unmasked Estep 
Score: -16952660.000000 Penalty: 5916.768066
	Iteration 5F: 3 clusters Score -1.695266e+07 nChanged 11275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 110669 members 
Entering Unmasked Estep 
Score: -16960742.000000 Penalty: 5916.768066
	Iteration 6F: 3 clusters Score -1.696074e+07 nChanged 13307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 123930 members 
Entering Unmasked Estep 
Score: -16972372.000000 Penalty: 5916.768066
	Iteration 7F: 3 clusters Score -1.697237e+07 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 136521 members 
Entering Unmasked Estep 
Score: -16985086.000000 Penalty: 5916.768066
	Iteration 8F: 3 clusters Score -1.698509e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 145007 members 
Entering Unmasked Estep 
Score: -16993862.000000 Penalty: 5916.768066
	Iteration 9F: 3 clusters Score -1.699386e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 149046 members 
Entering Unmasked Estep 
Score: -16997732.000000 Penalty: 5916.768066
	Iteration 10Q: 3 clusters Score -1.699773e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 150461 members 
Entering Unmasked Estep 
Score: -16998950.000000 Penalty: 5916.768066
	Iteration 11Q: 3 clusters Score -1.699895e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 150872 members 
Entering Unmasked Estep 
Score: -16999348.000000 Penalty: 5916.768066
	Iteration 12Q: 3 clusters Score -1.699935e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 151015 members 
Entering Unmasked Estep 
Score: -16999472.000000 Penalty: 5916.768066
	Iteration 13Q: 3 clusters Score -1.699947e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 151076 members 
Entering Unmasked Estep 
Score: -16999574.000000 Penalty: 5916.768066
	Iteration 14Q: 3 clusters Score -1.699957e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 151091 members 
Entering Unmasked Estep 
Score: -16999626.000000 Penalty: 5916.768066
	Iteration 15Q: 3 clusters Score -1.699963e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 151092 members 
Entering Unmasked Estep 
Score: -16999698.000000 Penalty: 5916.768066
	Iteration 16Q: 3 clusters Score -1.69997e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 151096 members 
Entering Unmasked Estep 
Score: -16999734.000000 Penalty: 5916.768066
	Iteration 17Q: 3 clusters Score -1.699973e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 151099 members 
Entering Unmasked Estep 
Score: -16999758.000000 Penalty: 5916.768066
	Iteration 18Q: 3 clusters Score -1.699976e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 151087 members 
Entering Unmasked Estep 
Score: -16999796.000000 Penalty: 5916.768066
	Iteration 19Q: 3 clusters Score -1.69998e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 151087 members 
Entering Unmasked Estep 
Score: -16999830.000000 Penalty: 5916.768066
	Iteration 20F: 3 clusters Score -1.699983e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 151093 members 
Entering Unmasked Estep 
Score: -16999858.000000 Penalty: 5916.768066
	Iteration 21Q: 3 clusters Score -1.699986e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 151096 members 
Entering Unmasked Estep 
Score: -16999880.000000 Penalty: 5916.768066
	Iteration 22Q: 3 clusters Score -1.699988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 151102 members 
Entering Unmasked Estep 
Score: -16999898.000000 Penalty: 5916.768066
	Iteration 23Q: 3 clusters Score -1.69999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 151107 members 
Entering Unmasked Estep 
Score: -16999894.000000 Penalty: 5916.768066
	Iteration 24Q: 3 clusters Score -1.699989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 151110 members 
Entering Unmasked Estep 
Score: -16999900.000000 Penalty: 5916.768066
	Iteration 25Q: 3 clusters Score -1.69999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 151110 members 
Entering Unmasked Estep 
Score: -16999900.000000 Penalty: 5916.768066
	Iteration 26Q: 3 clusters Score -1.69999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 151107 members 
Entering Unmasked Estep 
Score: -16999898.000000 Penalty: 5916.768066
	Iteration 27Q: 3 clusters Score -1.69999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 151106 members 
Entering Unmasked Estep 
Score: -16999898.000000 Penalty: 5916.768066
	Iteration 28Q: 3 clusters Score -1.69999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 151103 members 
Entering Unmasked Estep 
Score: -16999904.000000 Penalty: 5916.768066
	Iteration 29Q: 3 clusters Score -1.69999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 151101 members 
Entering Unmasked Estep 
Score: -16999900.000000 Penalty: 5916.768066
	Iteration 30Q: 3 clusters Score -1.69999e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 151102 members 
Entering Unmasked Estep 
Score: -16999900.000000 Penalty: 5916.768066
	Iteration 31Q: 3 clusters Score -1.69999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 151105 members 
Entering Unmasked Estep 
Score: -16999912.000000 Penalty: 5916.768066
	Iteration 32Q: 3 clusters Score -1.699991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 151107 members 
Entering Unmasked Estep 
Score: -16999916.000000 Penalty: 5916.768066
	Iteration 33Q: 3 clusters Score -1.699992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 151105 members 
Entering Unmasked Estep 
Score: -16999912.000000 Penalty: 5916.768066
	Iteration 34Q: 3 clusters Score -1.699991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 151102 members 
Entering Unmasked Estep 
Score: -16999914.000000 Penalty: 5916.768066
	Iteration 35Q: 3 clusters Score -1.699991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 151104 members 
Entering Unmasked Estep 
Score: -16999916.000000 Penalty: 5916.768066
	Iteration 36Q: 3 clusters Score -1.699992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 151102 members 
Entering Unmasked Estep 
Score: -16999926.000000 Penalty: 5916.768066
	Iteration 37Q: 3 clusters Score -1.699993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 151103 members 
Entering Unmasked Estep 
Score: -16999926.000000 Penalty: 5916.768066
	Iteration 38Q: 3 clusters Score -1.699993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 151102 members 
Entering Unmasked Estep 
Score: -16999932.000000 Penalty: 5916.768066
	Iteration 39Q: 3 clusters Score -1.699993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 151103 members 
Entering Unmasked Estep 
Score: -16999936.000000 Penalty: 5916.768066
	Iteration 40F: 3 clusters Score -1.699994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 151102 members 
Entering Unmasked Estep 
Score: -16999936.000000 Penalty: 5916.768066
	Iteration 41Q: 3 clusters Score -1.699994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 151102 members 
Entering Unmasked Estep 
Score: -16999936.000000 Penalty: 5916.768066
	Iteration 42F: 3 clusters Score -1.699994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -386364.281250 Penalty: 2044.594849
	Iteration 0F: 2 clusters Score -386364.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -382567.437500 Penalty: 4089.189697
	Iteration 0F: 3 clusters Score -382567.4 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -383390.656250 Penalty: 4089.189697
	Iteration 1F: 3 clusters Score -383390.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -383570.312500 Penalty: 4089.189697
	Iteration 2F: 3 clusters Score -383570.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -383680.375000 Penalty: 4089.189697
	Iteration 3Q: 3 clusters Score -383680.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -383751.125000 Penalty: 4089.189697
	Iteration 4Q: 3 clusters Score -383751.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -383791.218750 Penalty: 4089.189697
	Iteration 5Q: 3 clusters Score -383791.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -383820.125000 Penalty: 4089.189697
	Iteration 6Q: 3 clusters Score -383820.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -383843.406250 Penalty: 4089.189697
	Iteration 7Q: 3 clusters Score -383843.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -383865.093750 Penalty: 4089.189697
	Iteration 8Q: 3 clusters Score -383865.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -383880.250000 Penalty: 4089.189697
	Iteration 9Q: 3 clusters Score -383880.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -383890.812500 Penalty: 4089.189697
	Iteration 10Q: 3 clusters Score -383890.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -383899.375000 Penalty: 4089.189697
	Iteration 11Q: 3 clusters Score -383899.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -383908.031250 Penalty: 4089.189697
	Iteration 12Q: 3 clusters Score -383908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -383915.781250 Penalty: 4089.189697
	Iteration 13Q: 3 clusters Score -383915.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -383922.500000 Penalty: 4089.189697
	Iteration 14Q: 3 clusters Score -383922.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -383925.718750 Penalty: 4089.189697
	Iteration 15Q: 3 clusters Score -383925.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -383929.781250 Penalty: 4089.189697
	Iteration 16Q: 3 clusters Score -383929.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -383934.125000 Penalty: 4089.189697
	Iteration 17Q: 3 clusters Score -383934.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -383938.937500 Penalty: 4089.189697
	Iteration 18Q: 3 clusters Score -383938.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -383944.375000 Penalty: 4089.189697
	Iteration 19Q: 3 clusters Score -383944.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -383948.281250 Penalty: 4089.189697
	Iteration 20F: 3 clusters Score -383948.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -383951.437500 Penalty: 4089.189697
	Iteration 21Q: 3 clusters Score -383951.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -383958.687500 Penalty: 4089.189697
	Iteration 22Q: 3 clusters Score -383958.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -383960.312500 Penalty: 4089.189697
	Iteration 23Q: 3 clusters Score -383960.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -383961.718750 Penalty: 4089.189697
	Iteration 24Q: 3 clusters Score -383961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -383963.531250 Penalty: 4089.189697
	Iteration 25Q: 3 clusters Score -383963.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -383964.750000 Penalty: 4089.189697
	Iteration 26Q: 3 clusters Score -383964.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -383965.656250 Penalty: 4089.189697
	Iteration 27Q: 3 clusters Score -383965.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -383967.875000 Penalty: 4089.189697
	Iteration 28Q: 3 clusters Score -383967.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -383971.187500 Penalty: 4089.189697
	Iteration 29Q: 3 clusters Score -383971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -383973.031250 Penalty: 4089.189697
	Iteration 30Q: 3 clusters Score -383973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -383976.156250 Penalty: 4089.189697
	Iteration 31Q: 3 clusters Score -383976.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -383979.062500 Penalty: 4089.189697
	Iteration 32Q: 3 clusters Score -383979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -383980.562500 Penalty: 4089.189697
	Iteration 33Q: 3 clusters Score -383980.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -383983.156250 Penalty: 4089.189697
	Iteration 34Q: 3 clusters Score -383983.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -383985.312500 Penalty: 4089.189697
	Iteration 35Q: 3 clusters Score -383985.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -383987.781250 Penalty: 4089.189697
	Iteration 36Q: 3 clusters Score -383987.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -383989.031250 Penalty: 4089.189697
	Iteration 37Q: 3 clusters Score -383989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -383990.781250 Penalty: 4089.189697
	Iteration 38Q: 3 clusters Score -383990.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -383993.343750 Penalty: 4089.189697
	Iteration 39Q: 3 clusters Score -383993.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -383995.593750 Penalty: 4089.189697
	Iteration 40F: 3 clusters Score -383995.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -383998.937500 Penalty: 4089.189697
	Iteration 41Q: 3 clusters Score -383998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -383999.531250 Penalty: 4089.189697
	Iteration 42Q: 3 clusters Score -383999.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -383999.375000 Penalty: 4089.189697
	Iteration 43Q: 3 clusters Score -383999.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -384000.156250 Penalty: 4089.189697
	Iteration 44Q: 3 clusters Score -384000.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -384000.687500 Penalty: 4089.189697
	Iteration 45Q: 3 clusters Score -384000.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -384003.125000 Penalty: 4089.189697
	Iteration 46Q: 3 clusters Score -384003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -384005.343750 Penalty: 4089.189697
	Iteration 47Q: 3 clusters Score -384005.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -384007.531250 Penalty: 4089.189697
	Iteration 48Q: 3 clusters Score -384007.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -384008.312500 Penalty: 4089.189697
	Iteration 49Q: 3 clusters Score -384008.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -384009.656250 Penalty: 4089.189697
	Iteration 50Q: 3 clusters Score -384009.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -384011.593750 Penalty: 4089.189697
	Iteration 51Q: 3 clusters Score -384011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -384016.281250 Penalty: 4089.189697
	Iteration 52Q: 3 clusters Score -384016.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -384022.437500 Penalty: 4089.189697
	Iteration 53Q: 3 clusters Score -384022.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -384029.750000 Penalty: 4089.189697
	Iteration 54Q: 3 clusters Score -384029.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -384037.250000 Penalty: 4089.189697
	Iteration 55Q: 3 clusters Score -384037.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -384044.125000 Penalty: 4089.189697
	Iteration 56Q: 3 clusters Score -384044.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -384048.468750 Penalty: 4089.189697
	Iteration 57Q: 3 clusters Score -384048.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -384054.312500 Penalty: 4089.189697
	Iteration 58Q: 3 clusters Score -384054.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -384061.343750 Penalty: 4089.189697
	Iteration 59Q: 3 clusters Score -384061.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -384066.468750 Penalty: 4089.189697
	Iteration 60F: 3 clusters Score -384066.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -384070.031250 Penalty: 4089.189697
	Iteration 61Q: 3 clusters Score -384070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -384072.218750 Penalty: 4089.189697
	Iteration 62Q: 3 clusters Score -384072.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -384073.750000 Penalty: 4089.189697
	Iteration 63Q: 3 clusters Score -384073.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -384075.812500 Penalty: 4089.189697
	Iteration 64Q: 3 clusters Score -384075.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -384078.156250 Penalty: 4089.189697
	Iteration 65Q: 3 clusters Score -384078.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -384079.750000 Penalty: 4089.189697
	Iteration 66Q: 3 clusters Score -384079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -384083.093750 Penalty: 4089.189697
	Iteration 67Q: 3 clusters Score -384083.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -384092.062500 Penalty: 4089.189697
	Iteration 68Q: 3 clusters Score -384092.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -384099.468750 Penalty: 4089.189697
	Iteration 69Q: 3 clusters Score -384099.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -384105.468750 Penalty: 4089.189697
	Iteration 70Q: 3 clusters Score -384105.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -384113.218750 Penalty: 4089.189697
	Iteration 71Q: 3 clusters Score -384113.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -384120.906250 Penalty: 4089.189697
	Iteration 72Q: 3 clusters Score -384120.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -384132.625000 Penalty: 4089.189697
	Iteration 73Q: 3 clusters Score -384132.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -384145.375000 Penalty: 4089.189697
	Iteration 74Q: 3 clusters Score -384145.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -384160.937500 Penalty: 4089.189697
	Iteration 75Q: 3 clusters Score -384160.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -384175.281250 Penalty: 4089.189697
	Iteration 76Q: 3 clusters Score -384175.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -384196.593750 Penalty: 4089.189697
	Iteration 77Q: 3 clusters Score -384196.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -384220.375000 Penalty: 4089.189697
	Iteration 78Q: 3 clusters Score -384220.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -384237.375000 Penalty: 4089.189697
	Iteration 79Q: 3 clusters Score -384237.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -384250.125000 Penalty: 4089.189697
	Iteration 80F: 3 clusters Score -384250.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -384263.468750 Penalty: 4089.189697
	Iteration 81Q: 3 clusters Score -384263.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -384274.218750 Penalty: 4089.189697
	Iteration 82Q: 3 clusters Score -384274.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -384287.406250 Penalty: 4089.189697
	Iteration 83Q: 3 clusters Score -384287.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -384294.312500 Penalty: 4089.189697
	Iteration 84Q: 3 clusters Score -384294.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -384308.156250 Penalty: 4089.189697
	Iteration 85Q: 3 clusters Score -384308.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -384331.656250 Penalty: 4089.189697
	Iteration 86Q: 3 clusters Score -384331.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -384354.250000 Penalty: 4089.189697
	Iteration 87Q: 3 clusters Score -384354.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -384368.906250 Penalty: 4089.189697
	Iteration 88Q: 3 clusters Score -384368.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -384383.093750 Penalty: 4089.189697
	Iteration 89Q: 3 clusters Score -384383.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -384394.281250 Penalty: 4089.189697
	Iteration 90Q: 3 clusters Score -384394.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -384401.281250 Penalty: 4089.189697
	Iteration 91Q: 3 clusters Score -384401.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -384408.156250 Penalty: 4089.189697
	Iteration 92Q: 3 clusters Score -384408.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -384415.781250 Penalty: 4089.189697
	Iteration 93Q: 3 clusters Score -384415.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -384421.718750 Penalty: 4089.189697
	Iteration 94Q: 3 clusters Score -384421.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -384425.500000 Penalty: 4089.189697
	Iteration 95Q: 3 clusters Score -384425.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -384428.937500 Penalty: 4089.189697
	Iteration 96Q: 3 clusters Score -384428.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -384432.500000 Penalty: 4089.189697
	Iteration 97Q: 3 clusters Score -384432.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -384436.781250 Penalty: 4089.189697
	Iteration 98Q: 3 clusters Score -384436.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -384439.687500 Penalty: 4089.189697
	Iteration 99Q: 3 clusters Score -384439.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -384442.781250 Penalty: 4089.189697
	Iteration 100F: 3 clusters Score -384442.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -384446.812500 Penalty: 4089.189697
	Iteration 101Q: 3 clusters Score -384446.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -384447.531250 Penalty: 4089.189697
	Iteration 102Q: 3 clusters Score -384447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -384448.093750 Penalty: 4089.189697
	Iteration 103Q: 3 clusters Score -384448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -384449.437500 Penalty: 4089.189697
	Iteration 104Q: 3 clusters Score -384449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -384449.625000 Penalty: 4089.189697
	Iteration 105Q: 3 clusters Score -384449.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -384450.125000 Penalty: 4089.189697
	Iteration 106Q: 3 clusters Score -384450.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -384450.062500 Penalty: 4089.189697
	Iteration 107Q: 3 clusters Score -384450.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -384450.062500 Penalty: 4089.189697
	Iteration 108F: 3 clusters Score -384450.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Entering Unmasked Estep 
Score: -88056.093750 Penalty: 1689.188599
	Iteration 0F: 2 clusters Score -88056.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -86254.343750 Penalty: 3378.377197
	Iteration 0F: 3 clusters Score -86254.34 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -86654.234375 Penalty: 3378.377197
	Iteration 1F: 3 clusters Score -86654.23 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -86837.632812 Penalty: 3378.377197
	Iteration 2F: 3 clusters Score -86837.63 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -86971.343750 Penalty: 3378.377197
	Iteration 3F: 3 clusters Score -86971.34 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -87117.250000 Penalty: 3378.377197
	Iteration 4F: 3 clusters Score -87117.25 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -87300.421875 Penalty: 3378.377197
	Iteration 5Q: 3 clusters Score -87300.42 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -87494.562500 Penalty: 3378.377197
	Iteration 6Q: 3 clusters Score -87494.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -87667.210938 Penalty: 3378.377197
	Iteration 7Q: 3 clusters Score -87667.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -87748.078125 Penalty: 3378.377197
	Iteration 8Q: 3 clusters Score -87748.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -87810.000000 Penalty: 3378.377197
	Iteration 9Q: 3 clusters Score -87810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -87902.835938 Penalty: 3378.377197
	Iteration 10Q: 3 clusters Score -87902.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -88098.203125 Penalty: 3378.377197
	Iteration 11Q: 3 clusters Score -88098.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -88269.875000 Penalty: 3378.377197
	Iteration 12Q: 3 clusters Score -88269.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -88389.671875 Penalty: 3378.377197
	Iteration 13Q: 3 clusters Score -88389.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -88477.351562 Penalty: 3378.377197
	Iteration 14Q: 3 clusters Score -88477.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -88496.710938 Penalty: 3378.377197
	Iteration 15Q: 3 clusters Score -88496.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -88498.968750 Penalty: 3378.377197
	Iteration 16Q: 3 clusters Score -88498.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -88502.367188 Penalty: 3378.377197
	Iteration 17Q: 3 clusters Score -88502.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -88502.367188 Penalty: 3378.377197
	Iteration 18F: 3 clusters Score -88502.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 94928 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151595 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 254 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 20544 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51668 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324333 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 1049 members 
Mstep: Class 20 contains 654 members 
Mstep: Class 21 contains 8936 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113503 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
Score: -98099728.000000 Penalty: 81609.500000
Splitting cluster 9 changes total score from -98100992.000000 to -98099728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Entering Unmasked Estep 
Score: -660823.562500 Penalty: 2154.485596
	Iteration 0F: 2 clusters Score -660823.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -655757.375000 Penalty: 4308.971191
	Iteration 0F: 3 clusters Score -655757.4 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -657005.437500 Penalty: 4308.971191
	Iteration 1F: 3 clusters Score -657005.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -657223.000000 Penalty: 4308.971191
	Iteration 2F: 3 clusters Score -657223 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -657398.437500 Penalty: 4308.971191
	Iteration 3Q: 3 clusters Score -657398.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -657518.937500 Penalty: 4308.971191
	Iteration 4Q: 3 clusters Score -657518.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -657605.937500 Penalty: 4308.971191
	Iteration 5Q: 3 clusters Score -657605.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -657685.125000 Penalty: 4308.971191
	Iteration 6Q: 3 clusters Score -657685.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -657745.625000 Penalty: 4308.971191
	Iteration 7Q: 3 clusters Score -657745.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -657794.687500 Penalty: 4308.971191
	Iteration 8Q: 3 clusters Score -657794.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -657844.250000 Penalty: 4308.971191
	Iteration 9Q: 3 clusters Score -657844.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -657891.000000 Penalty: 4308.971191
	Iteration 10Q: 3 clusters Score -657891 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -657944.750000 Penalty: 4308.971191
	Iteration 11Q: 3 clusters Score -657944.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -657995.062500 Penalty: 4308.971191
	Iteration 12Q: 3 clusters Score -657995.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -658048.187500 Penalty: 4308.971191
	Iteration 13Q: 3 clusters Score -658048.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -658096.687500 Penalty: 4308.971191
	Iteration 14Q: 3 clusters Score -658096.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -658158.687500 Penalty: 4308.971191
	Iteration 15Q: 3 clusters Score -658158.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -658218.625000 Penalty: 4308.971191
	Iteration 16Q: 3 clusters Score -658218.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -658287.000000 Penalty: 4308.971191
	Iteration 17Q: 3 clusters Score -658287 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -658370.250000 Penalty: 4308.971191
	Iteration 18Q: 3 clusters Score -658370.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -658449.437500 Penalty: 4308.971191
	Iteration 19Q: 3 clusters Score -658449.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -658532.875000 Penalty: 4308.971191
	Iteration 20F: 3 clusters Score -658532.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -658598.187500 Penalty: 4308.971191
	Iteration 21Q: 3 clusters Score -658598.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -658649.375000 Penalty: 4308.971191
	Iteration 22Q: 3 clusters Score -658649.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -658686.187500 Penalty: 4308.971191
	Iteration 23Q: 3 clusters Score -658686.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -658708.062500 Penalty: 4308.971191
	Iteration 24Q: 3 clusters Score -658708.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -658725.125000 Penalty: 4308.971191
	Iteration 25Q: 3 clusters Score -658725.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -658737.312500 Penalty: 4308.971191
	Iteration 26Q: 3 clusters Score -658737.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -658746.062500 Penalty: 4308.971191
	Iteration 27Q: 3 clusters Score -658746.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -658752.375000 Penalty: 4308.971191
	Iteration 28Q: 3 clusters Score -658752.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -658761.062500 Penalty: 4308.971191
	Iteration 29Q: 3 clusters Score -658761.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -658770.625000 Penalty: 4308.971191
	Iteration 30Q: 3 clusters Score -658770.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -658776.125000 Penalty: 4308.971191
	Iteration 31Q: 3 clusters Score -658776.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -658779.687500 Penalty: 4308.971191
	Iteration 32Q: 3 clusters Score -658779.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -658781.625000 Penalty: 4308.971191
	Iteration 33Q: 3 clusters Score -658781.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -658781.750000 Penalty: 4308.971191
	Iteration 34Q: 3 clusters Score -658781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -658783.125000 Penalty: 4308.971191
	Iteration 35Q: 3 clusters Score -658783.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -658783.125000 Penalty: 4308.971191
	Iteration 36F: 3 clusters Score -658783.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Entering Unmasked Estep 
Score: -2334070.250000 Penalty: 2462.720459
	Iteration 0F: 2 clusters Score -2334070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2319724.500000 Penalty: 4925.440918
	Iteration 0F: 3 clusters Score -2319724 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2324570.500000 Penalty: 4925.440918
	Iteration 1F: 3 clusters Score -2324570 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2325012.250000 Penalty: 4925.440918
	Iteration 2F: 3 clusters Score -2325012 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2325419.250000 Penalty: 4925.440918
	Iteration 3Q: 3 clusters Score -2325419 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2325930.250000 Penalty: 4925.440918
	Iteration 4Q: 3 clusters Score -2325930 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2326577.250000 Penalty: 4925.440918
	Iteration 5F: 3 clusters Score -2326577 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2327396.250000 Penalty: 4925.440918
	Iteration 6F: 3 clusters Score -2327396 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2328401.250000 Penalty: 4925.440918
	Iteration 7F: 3 clusters Score -2328401 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2329376.750000 Penalty: 4925.440918
	Iteration 8F: 3 clusters Score -2329377 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2330238.250000 Penalty: 4925.440918
	Iteration 9Q: 3 clusters Score -2330238 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2330838.500000 Penalty: 4925.440918
	Iteration 10Q: 3 clusters Score -2330838 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2331166.000000 Penalty: 4925.440918
	Iteration 11Q: 3 clusters Score -2331166 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2331359.250000 Penalty: 4925.440918
	Iteration 12Q: 3 clusters Score -2331359 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2331478.000000 Penalty: 4925.440918
	Iteration 13Q: 3 clusters Score -2331478 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2331548.250000 Penalty: 4925.440918
	Iteration 14Q: 3 clusters Score -2331548 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2331598.750000 Penalty: 4925.440918
	Iteration 15Q: 3 clusters Score -2331599 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2331654.000000 Penalty: 4925.440918
	Iteration 16Q: 3 clusters Score -2331654 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2331684.250000 Penalty: 4925.440918
	Iteration 17Q: 3 clusters Score -2331684 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2331713.250000 Penalty: 4925.440918
	Iteration 18Q: 3 clusters Score -2331713 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2331746.750000 Penalty: 4925.440918
	Iteration 19Q: 3 clusters Score -2331747 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2331774.000000 Penalty: 4925.440918
	Iteration 20F: 3 clusters Score -2331774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2331787.000000 Penalty: 4925.440918
	Iteration 21Q: 3 clusters Score -2331787 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2331813.000000 Penalty: 4925.440918
	Iteration 22Q: 3 clusters Score -2331813 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2331835.000000 Penalty: 4925.440918
	Iteration 23Q: 3 clusters Score -2331835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2331854.000000 Penalty: 4925.440918
	Iteration 24Q: 3 clusters Score -2331854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -2331879.000000 Penalty: 4925.440918
	Iteration 25Q: 3 clusters Score -2331879 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2331904.750000 Penalty: 4925.440918
	Iteration 26Q: 3 clusters Score -2331905 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2331928.750000 Penalty: 4925.440918
	Iteration 27Q: 3 clusters Score -2331929 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2331948.000000 Penalty: 4925.440918
	Iteration 28Q: 3 clusters Score -2331948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2331964.250000 Penalty: 4925.440918
	Iteration 29Q: 3 clusters Score -2331964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2331992.500000 Penalty: 4925.440918
	Iteration 30Q: 3 clusters Score -2331992 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2332009.250000 Penalty: 4925.440918
	Iteration 31Q: 3 clusters Score -2332009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2332021.000000 Penalty: 4925.440918
	Iteration 32Q: 3 clusters Score -2332021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2332035.750000 Penalty: 4925.440918
	Iteration 33Q: 3 clusters Score -2332036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2332049.750000 Penalty: 4925.440918
	Iteration 34Q: 3 clusters Score -2332050 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2332061.000000 Penalty: 4925.440918
	Iteration 35Q: 3 clusters Score -2332061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2332062.750000 Penalty: 4925.440918
	Iteration 36Q: 3 clusters Score -2332063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2332070.250000 Penalty: 4925.440918
	Iteration 37Q: 3 clusters Score -2332070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2332067.750000 Penalty: 4925.440918
	Iteration 38Q: 3 clusters Score -2332068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2332068.000000 Penalty: 4925.440918
	Iteration 39Q: 3 clusters Score -2332068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2332073.250000 Penalty: 4925.440918
	Iteration 40F: 3 clusters Score -2332073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2332075.000000 Penalty: 4925.440918
	Iteration 41Q: 3 clusters Score -2332075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2332075.000000 Penalty: 4925.440918
	Iteration 42Q: 3 clusters Score -2332075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2332078.000000 Penalty: 4925.440918
	Iteration 43Q: 3 clusters Score -2332078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2332082.000000 Penalty: 4925.440918
	Iteration 44Q: 3 clusters Score -2332082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2332087.000000 Penalty: 4925.440918
	Iteration 45Q: 3 clusters Score -2332087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2332087.250000 Penalty: 4925.440918
	Iteration 46Q: 3 clusters Score -2332087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -2332087.750000 Penalty: 4925.440918
	Iteration 47Q: 3 clusters Score -2332088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2332087.000000 Penalty: 4925.440918
	Iteration 48Q: 3 clusters Score -2332087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2332088.250000 Penalty: 4925.440918
	Iteration 49Q: 3 clusters Score -2332088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2332088.250000 Penalty: 4925.440918
	Iteration 50Q: 3 clusters Score -2332088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2332088.250000 Penalty: 4925.440918
	Iteration 51F: 3 clusters Score -2332088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -52213.792969 Penalty: 1569.770752
	Iteration 0F: 2 clusters Score -52213.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50689.460938 Penalty: 3139.541504
	Iteration 0F: 3 clusters Score -50689.46 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50965.621094 Penalty: 3139.541504
	Iteration 1F: 3 clusters Score -50965.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51070.656250 Penalty: 3139.541504
	Iteration 2F: 3 clusters Score -51070.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51109.144531 Penalty: 3139.541504
	Iteration 3Q: 3 clusters Score -51109.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51163.910156 Penalty: 3139.541504
	Iteration 4Q: 3 clusters Score -51163.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -51183.289062 Penalty: 3139.541504
	Iteration 5Q: 3 clusters Score -51183.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -51210.343750 Penalty: 3139.541504
	Iteration 6Q: 3 clusters Score -51210.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -51244.027344 Penalty: 3139.541504
	Iteration 7Q: 3 clusters Score -51244.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -51259.218750 Penalty: 3139.541504
	Iteration 8Q: 3 clusters Score -51259.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -51269.453125 Penalty: 3139.541504
	Iteration 9Q: 3 clusters Score -51269.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51282.308594 Penalty: 3139.541504
	Iteration 10Q: 3 clusters Score -51282.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51285.507812 Penalty: 3139.541504
	Iteration 11Q: 3 clusters Score -51285.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51288.320312 Penalty: 3139.541504
	Iteration 12Q: 3 clusters Score -51288.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51289.355469 Penalty: 3139.541504
	Iteration 13Q: 3 clusters Score -51289.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51289.355469 Penalty: 3139.541504
	Iteration 14F: 3 clusters Score -51289.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Entering Unmasked Estep 
Score: -5781177.000000 Penalty: 2691.443359
	Iteration 0F: 2 clusters Score -5781177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -5746528.500000 Penalty: 5382.886719
	Iteration 0F: 3 clusters Score -5746528 nChanged 23754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -5760001.500000 Penalty: 5382.886719
	Iteration 1F: 3 clusters Score -5760002 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -5760609.000000 Penalty: 5382.886719
	Iteration 2Q: 3 clusters Score -5760609 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -5761335.000000 Penalty: 5382.886719
	Iteration 3Q: 3 clusters Score -5761335 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -5762298.500000 Penalty: 5382.886719
	Iteration 4Q: 3 clusters Score -5762298 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -5763678.500000 Penalty: 5382.886719
	Iteration 5F: 3 clusters Score -5763678 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -5765629.500000 Penalty: 5382.886719
	Iteration 6F: 3 clusters Score -5765630 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -5768161.500000 Penalty: 5382.886719
	Iteration 7F: 3 clusters Score -5768162 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -5771033.000000 Penalty: 5382.886719
	Iteration 8F: 3 clusters Score -5771033 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -5773317.500000 Penalty: 5382.886719
	Iteration 9F: 3 clusters Score -5773318 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -5774683.500000 Penalty: 5382.886719
	Iteration 10Q: 3 clusters Score -5774684 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -5775345.500000 Penalty: 5382.886719
	Iteration 11Q: 3 clusters Score -5775346 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -5775839.000000 Penalty: 5382.886719
	Iteration 12Q: 3 clusters Score -5775839 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -5776230.000000 Penalty: 5382.886719
	Iteration 13Q: 3 clusters Score -5776230 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -5776645.000000 Penalty: 5382.886719
	Iteration 14Q: 3 clusters Score -5776645 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -5777001.500000 Penalty: 5382.886719
	Iteration 15Q: 3 clusters Score -5777002 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -5777337.500000 Penalty: 5382.886719
	Iteration 16Q: 3 clusters Score -5777338 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -5777593.500000 Penalty: 5382.886719
	Iteration 17Q: 3 clusters Score -5777594 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -5777852.500000 Penalty: 5382.886719
	Iteration 18Q: 3 clusters Score -5777852 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -5778077.500000 Penalty: 5382.886719
	Iteration 19Q: 3 clusters Score -5778078 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -5778268.500000 Penalty: 5382.886719
	Iteration 20F: 3 clusters Score -5778268 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -5778396.500000 Penalty: 5382.886719
	Iteration 21Q: 3 clusters Score -5778396 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -5778517.000000 Penalty: 5382.886719
	Iteration 22Q: 3 clusters Score -5778517 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -5778641.000000 Penalty: 5382.886719
	Iteration 23Q: 3 clusters Score -5778641 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -5778734.500000 Penalty: 5382.886719
	Iteration 24Q: 3 clusters Score -5778734 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -5778836.500000 Penalty: 5382.886719
	Iteration 25Q: 3 clusters Score -5778836 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -5778914.000000 Penalty: 5382.886719
	Iteration 26Q: 3 clusters Score -5778914 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -5778941.000000 Penalty: 5382.886719
	Iteration 27Q: 3 clusters Score -5778941 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -5778972.500000 Penalty: 5382.886719
	Iteration 28Q: 3 clusters Score -5778972 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -5779008.000000 Penalty: 5382.886719
	Iteration 29Q: 3 clusters Score -5779008 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -5779028.000000 Penalty: 5382.886719
	Iteration 30Q: 3 clusters Score -5779028 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -5779039.500000 Penalty: 5382.886719
	Iteration 31Q: 3 clusters Score -5779040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -5779066.000000 Penalty: 5382.886719
	Iteration 32Q: 3 clusters Score -5779066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -5779065.000000 Penalty: 5382.886719
	Iteration 33Q: 3 clusters Score -5779065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -5779070.500000 Penalty: 5382.886719
	Iteration 34Q: 3 clusters Score -5779070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -5779066.000000 Penalty: 5382.886719
	Iteration 35Q: 3 clusters Score -5779066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -5779082.000000 Penalty: 5382.886719
	Iteration 36Q: 3 clusters Score -5779082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -5779087.000000 Penalty: 5382.886719
	Iteration 37Q: 3 clusters Score -5779087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -5779082.500000 Penalty: 5382.886719
	Iteration 38Q: 3 clusters Score -5779082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -5779099.000000 Penalty: 5382.886719
	Iteration 39Q: 3 clusters Score -5779099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -5779101.000000 Penalty: 5382.886719
	Iteration 40F: 3 clusters Score -5779101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -5779099.500000 Penalty: 5382.886719
	Iteration 41Q: 3 clusters Score -5779100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 48962 members 
Entering Unmasked Estep 
Score: -5779104.000000 Penalty: 5382.886719
	Iteration 42Q: 3 clusters Score -5779104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -5779104.500000 Penalty: 5382.886719
	Iteration 43Q: 3 clusters Score -5779104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -5779113.500000 Penalty: 5382.886719
	Iteration 44Q: 3 clusters Score -5779114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -5779117.500000 Penalty: 5382.886719
	Iteration 45Q: 3 clusters Score -5779118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -5779118.500000 Penalty: 5382.886719
	Iteration 46Q: 3 clusters Score -5779118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -5779121.000000 Penalty: 5382.886719
	Iteration 47Q: 3 clusters Score -5779121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -5779118.500000 Penalty: 5382.886719
	Iteration 48Q: 3 clusters Score -5779118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -5779113.000000 Penalty: 5382.886719
	Iteration 49Q: 3 clusters Score -5779113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -5779115.500000 Penalty: 5382.886719
	Iteration 50Q: 3 clusters Score -5779116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -5779115.500000 Penalty: 5382.886719
	Iteration 51Q: 3 clusters Score -5779116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -5779119.500000 Penalty: 5382.886719
	Iteration 52Q: 3 clusters Score -5779120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -5779119.000000 Penalty: 5382.886719
	Iteration 53Q: 3 clusters Score -5779119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -5779120.000000 Penalty: 5382.886719
	Iteration 54Q: 3 clusters Score -5779120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -5779124.000000 Penalty: 5382.886719
	Iteration 55Q: 3 clusters Score -5779124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -5779125.500000 Penalty: 5382.886719
	Iteration 56Q: 3 clusters Score -5779126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -5779124.000000 Penalty: 5382.886719
	Iteration 57Q: 3 clusters Score -5779124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -5779128.500000 Penalty: 5382.886719
	Iteration 58Q: 3 clusters Score -5779128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -5779119.000000 Penalty: 5382.886719
	Iteration 59Q: 3 clusters Score -5779119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -5779127.500000 Penalty: 5382.886719
	Iteration 60F: 3 clusters Score -5779128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -5779126.500000 Penalty: 5382.886719
	Iteration 61Q: 3 clusters Score -5779126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -5779128.500000 Penalty: 5382.886719
	Iteration 62Q: 3 clusters Score -5779128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -5779130.500000 Penalty: 5382.886719
	Iteration 63Q: 3 clusters Score -5779130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -5779130.000000 Penalty: 5382.886719
	Iteration 64Q: 3 clusters Score -5779130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -5779130.500000 Penalty: 5382.886719
	Iteration 65Q: 3 clusters Score -5779130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -5779130.000000 Penalty: 5382.886719
	Iteration 66Q: 3 clusters Score -5779130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -5779129.500000 Penalty: 5382.886719
	Iteration 67Q: 3 clusters Score -5779130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -5779130.000000 Penalty: 5382.886719
	Iteration 68Q: 3 clusters Score -5779130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -5779126.000000 Penalty: 5382.886719
	Iteration 69Q: 3 clusters Score -5779126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -5779126.000000 Penalty: 5382.886719
	Iteration 70Q: 3 clusters Score -5779126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -5779132.000000 Penalty: 5382.886719
	Iteration 71Q: 3 clusters Score -5779132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -5779133.500000 Penalty: 5382.886719
	Iteration 72Q: 3 clusters Score -5779134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -5779134.000000 Penalty: 5382.886719
	Iteration 73Q: 3 clusters Score -5779134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -5779133.000000 Penalty: 5382.886719
	Iteration 74Q: 3 clusters Score -5779133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -5779135.000000 Penalty: 5382.886719
	Iteration 75Q: 3 clusters Score -5779135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -5779133.500000 Penalty: 5382.886719
	Iteration 76Q: 3 clusters Score -5779134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -5779137.500000 Penalty: 5382.886719
	Iteration 77Q: 3 clusters Score -5779138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -5779141.500000 Penalty: 5382.886719
	Iteration 78Q: 3 clusters Score -5779142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -5779138.500000 Penalty: 5382.886719
	Iteration 79Q: 3 clusters Score -5779138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -5779138.000000 Penalty: 5382.886719
	Iteration 80F: 3 clusters Score -5779138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -5779139.000000 Penalty: 5382.886719
	Iteration 81Q: 3 clusters Score -5779139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -5779139.000000 Penalty: 5382.886719
	Iteration 82F: 3 clusters Score -5779139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Entering Unmasked Estep 
Score: -1769052.750000 Penalty: 2396.803955
	Iteration 0F: 2 clusters Score -1769053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1757750.125000 Penalty: 4793.607910
	Iteration 0F: 3 clusters Score -1757750 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1761621.875000 Penalty: 4793.607910
	Iteration 1F: 3 clusters Score -1761622 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1762291.625000 Penalty: 4793.607910
	Iteration 2F: 3 clusters Score -1762292 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1763042.000000 Penalty: 4793.607910
	Iteration 3F: 3 clusters Score -1763042 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1764010.250000 Penalty: 4793.607910
	Iteration 4F: 3 clusters Score -1764010 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1765249.375000 Penalty: 4793.607910
	Iteration 5F: 3 clusters Score -1765249 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1766728.250000 Penalty: 4793.607910
	Iteration 6F: 3 clusters Score -1766728 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1767994.750000 Penalty: 4793.607910
	Iteration 7F: 3 clusters Score -1767995 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1768640.375000 Penalty: 4793.607910
	Iteration 8Q: 3 clusters Score -1768640 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1768834.375000 Penalty: 4793.607910
	Iteration 9Q: 3 clusters Score -1768834 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1768891.750000 Penalty: 4793.607910
	Iteration 10Q: 3 clusters Score -1768892 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1768909.250000 Penalty: 4793.607910
	Iteration 11Q: 3 clusters Score -1768909 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1768918.250000 Penalty: 4793.607910
	Iteration 12Q: 3 clusters Score -1768918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1768924.750000 Penalty: 4793.607910
	Iteration 13Q: 3 clusters Score -1768925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1768927.875000 Penalty: 4793.607910
	Iteration 14Q: 3 clusters Score -1768928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1768935.500000 Penalty: 4793.607910
	Iteration 15Q: 3 clusters Score -1768936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1768940.500000 Penalty: 4793.607910
	Iteration 16Q: 3 clusters Score -1768940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1768941.625000 Penalty: 4793.607910
	Iteration 17Q: 3 clusters Score -1768942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1768943.375000 Penalty: 4793.607910
	Iteration 18Q: 3 clusters Score -1768943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1768942.625000 Penalty: 4793.607910
	Iteration 19Q: 3 clusters Score -1768943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1768940.625000 Penalty: 4793.607910
	Iteration 20F: 3 clusters Score -1768941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1768941.625000 Penalty: 4793.607910
	Iteration 21Q: 3 clusters Score -1768942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1768943.000000 Penalty: 4793.607910
	Iteration 22Q: 3 clusters Score -1768943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1768941.750000 Penalty: 4793.607910
	Iteration 23Q: 3 clusters Score -1768942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1768942.250000 Penalty: 4793.607910
	Iteration 24Q: 3 clusters Score -1768942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1768942.250000 Penalty: 4793.607910
	Iteration 25F: 3 clusters Score -1768942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -122125.101562 Penalty: 1752.060303
	Iteration 0F: 2 clusters Score -122125.1 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 572 members 
Entering Unmasked Estep 
Score: -120012.625000 Penalty: 3504.120605
	Iteration 0F: 3 clusters Score -120012.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -120343.203125 Penalty: 3504.120605
	Iteration 1F: 3 clusters Score -120343.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -120434.382812 Penalty: 3504.120605
	Iteration 2F: 3 clusters Score -120434.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -120482.804688 Penalty: 3504.120605
	Iteration 3Q: 3 clusters Score -120482.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120501.140625 Penalty: 3504.120605
	Iteration 4Q: 3 clusters Score -120501.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -120514.929688 Penalty: 3504.120605
	Iteration 5Q: 3 clusters Score -120514.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -120526.718750 Penalty: 3504.120605
	Iteration 6Q: 3 clusters Score -120526.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -120534.726562 Penalty: 3504.120605
	Iteration 7Q: 3 clusters Score -120534.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -120544.562500 Penalty: 3504.120605
	Iteration 8Q: 3 clusters Score -120544.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -120553.320312 Penalty: 3504.120605
	Iteration 9Q: 3 clusters Score -120553.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -120561.218750 Penalty: 3504.120605
	Iteration 10Q: 3 clusters Score -120561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -120565.453125 Penalty: 3504.120605
	Iteration 11Q: 3 clusters Score -120565.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -120572.484375 Penalty: 3504.120605
	Iteration 12Q: 3 clusters Score -120572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -120573.625000 Penalty: 3504.120605
	Iteration 13Q: 3 clusters Score -120573.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -120574.585938 Penalty: 3504.120605
	Iteration 14Q: 3 clusters Score -120574.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -120575.257812 Penalty: 3504.120605
	Iteration 15Q: 3 clusters Score -120575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -120576.757812 Penalty: 3504.120605
	Iteration 16Q: 3 clusters Score -120576.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -120579.546875 Penalty: 3504.120605
	Iteration 17Q: 3 clusters Score -120579.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -120582.992188 Penalty: 3504.120605
	Iteration 18Q: 3 clusters Score -120583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -120587.203125 Penalty: 3504.120605
	Iteration 19Q: 3 clusters Score -120587.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -120589.398438 Penalty: 3504.120605
	Iteration 20F: 3 clusters Score -120589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -120590.062500 Penalty: 3504.120605
	Iteration 21Q: 3 clusters Score -120590.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -120591.437500 Penalty: 3504.120605
	Iteration 22Q: 3 clusters Score -120591.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -120592.242188 Penalty: 3504.120605
	Iteration 23Q: 3 clusters Score -120592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120594.710938 Penalty: 3504.120605
	Iteration 24Q: 3 clusters Score -120594.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -120596.921875 Penalty: 3504.120605
	Iteration 25Q: 3 clusters Score -120596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -120600.812500 Penalty: 3504.120605
	Iteration 26Q: 3 clusters Score -120600.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -120603.296875 Penalty: 3504.120605
	Iteration 27Q: 3 clusters Score -120603.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -120603.625000 Penalty: 3504.120605
	Iteration 28Q: 3 clusters Score -120603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -120610.367188 Penalty: 3504.120605
	Iteration 29Q: 3 clusters Score -120610.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -120611.968750 Penalty: 3504.120605
	Iteration 30Q: 3 clusters Score -120612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -120613.125000 Penalty: 3504.120605
	Iteration 31Q: 3 clusters Score -120613.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -120616.156250 Penalty: 3504.120605
	Iteration 32Q: 3 clusters Score -120616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -120617.945312 Penalty: 3504.120605
	Iteration 33Q: 3 clusters Score -120617.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -120619.945312 Penalty: 3504.120605
	Iteration 34Q: 3 clusters Score -120619.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -120621.492188 Penalty: 3504.120605
	Iteration 35Q: 3 clusters Score -120621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -120622.085938 Penalty: 3504.120605
	Iteration 36Q: 3 clusters Score -120622.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -120622.085938 Penalty: 3504.120605
	Iteration 37F: 3 clusters Score -120622.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (324333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324333 members 
Entering Unmasked Estep 
Score: -35808896.000000 Penalty: 3147.002441
	Iteration 0F: 2 clusters Score -3.58089e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162593 members 
Mstep: Class 2 contains 161740 members 
Entering Unmasked Estep 
Score: -35627132.000000 Penalty: 6294.004883
	Iteration 0F: 3 clusters Score -3.562713e+07 nChanged 157240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165815 members 
Mstep: Class 2 contains 158518 members 
Entering Unmasked Estep 
Score: -35721932.000000 Penalty: 6294.004883
	Iteration 1F: 3 clusters Score -3.572193e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167868 members 
Mstep: Class 2 contains 156465 members 
Entering Unmasked Estep 
Score: -35724336.000000 Penalty: 6294.004883
	Iteration 2Q: 3 clusters Score -3.572434e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171297 members 
Mstep: Class 2 contains 153036 members 
Entering Unmasked Estep 
Score: -35727500.000000 Penalty: 6294.004883
	Iteration 3Q: 3 clusters Score -3.57275e+07 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176406 members 
Mstep: Class 2 contains 147927 members 
Entering Unmasked Estep 
Score: -35731228.000000 Penalty: 6294.004883
	Iteration 4Q: 3 clusters Score -3.573123e+07 nChanged 12923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184101 members 
Mstep: Class 2 contains 140232 members 
Entering Unmasked Estep 
Score: -35736676.000000 Penalty: 6294.004883
	Iteration 5Q: 3 clusters Score -3.573668e+07 nChanged 14769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195080 members 
Mstep: Class 2 contains 129253 members 
Entering Unmasked Estep 
Score: -35743616.000000 Penalty: 6294.004883
	Iteration 6Q: 3 clusters Score -3.574362e+07 nChanged 17027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209781 members 
Mstep: Class 2 contains 114552 members 
Entering Unmasked Estep 
Score: -35753264.000000 Penalty: 6294.004883
	Iteration 7F: 3 clusters Score -3.575326e+07 nChanged 19427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227986 members 
Mstep: Class 2 contains 96347 members 
Entering Unmasked Estep 
Score: -35765676.000000 Penalty: 6294.004883
	Iteration 8F: 3 clusters Score -3.576568e+07 nChanged 21140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248524 members 
Mstep: Class 2 contains 75809 members 
Entering Unmasked Estep 
Score: -35780008.000000 Penalty: 6294.004883
	Iteration 9F: 3 clusters Score -3.578001e+07 nChanged 20154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268420 members 
Mstep: Class 2 contains 55913 members 
Entering Unmasked Estep 
Score: -35793940.000000 Penalty: 6294.004883
	Iteration 10F: 3 clusters Score -3.579394e+07 nChanged 17139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285425 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -35806624.000000 Penalty: 6294.004883
	Iteration 11F: 3 clusters Score -3.580662e+07 nChanged 13243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298598 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -35813332.000000 Penalty: 6294.004883
	Iteration 12Q: 3 clusters Score -3.581333e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307606 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -35814160.000000 Penalty: 6294.004883
	Iteration 13Q: 3 clusters Score -3.581416e+07 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313520 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -35812548.000000 Penalty: 6294.004883
	Iteration 14Q: 3 clusters Score -3.581255e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317252 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -35810796.000000 Penalty: 6294.004883
	Iteration 15Q: 3 clusters Score -3.58108e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319493 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -35809216.000000 Penalty: 6294.004883
	Iteration 16Q: 3 clusters Score -3.580922e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320921 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -35808452.000000 Penalty: 6294.004883
	Iteration 17Q: 3 clusters Score -3.580845e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321791 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -35807876.000000 Penalty: 6294.004883
	Iteration 18Q: 3 clusters Score -3.580788e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322340 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -35807484.000000 Penalty: 6294.004883
	Iteration 19Q: 3 clusters Score -3.580748e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322675 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -35807280.000000 Penalty: 6294.004883
	Iteration 20F: 3 clusters Score -3.580728e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322894 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -35807168.000000 Penalty: 6294.004883
	Iteration 21Q: 3 clusters Score -3.580717e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323030 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -35807128.000000 Penalty: 6294.004883
	Iteration 22Q: 3 clusters Score -3.580713e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323140 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -35807096.000000 Penalty: 6294.004883
	Iteration 23Q: 3 clusters Score -3.58071e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323228 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -35807032.000000 Penalty: 6294.004883
	Iteration 24Q: 3 clusters Score -3.580703e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323287 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -35806984.000000 Penalty: 6294.004883
	Iteration 25Q: 3 clusters Score -3.580698e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323335 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -35806968.000000 Penalty: 6294.004883
	Iteration 26Q: 3 clusters Score -3.580697e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323380 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -35806936.000000 Penalty: 6294.004883
	Iteration 27Q: 3 clusters Score -3.580694e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323415 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -35806956.000000 Penalty: 6294.004883
	Iteration 28Q: 3 clusters Score -3.580696e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323441 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -35806972.000000 Penalty: 6294.004883
	Iteration 29Q: 3 clusters Score -3.580697e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323458 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -35806960.000000 Penalty: 6294.004883
	Iteration 30Q: 3 clusters Score -3.580696e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323477 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -35806940.000000 Penalty: 6294.004883
	Iteration 31Q: 3 clusters Score -3.580694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323493 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -35806980.000000 Penalty: 6294.004883
	Iteration 32Q: 3 clusters Score -3.580698e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323506 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -35806944.000000 Penalty: 6294.004883
	Iteration 33Q: 3 clusters Score -3.580694e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323518 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -35806948.000000 Penalty: 6294.004883
	Iteration 34Q: 3 clusters Score -3.580695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323528 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -35806948.000000 Penalty: 6294.004883
	Iteration 35Q: 3 clusters Score -3.580695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323536 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -35806936.000000 Penalty: 6294.004883
	Iteration 36Q: 3 clusters Score -3.580694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323537 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -35806936.000000 Penalty: 6294.004883
	Iteration 37Q: 3 clusters Score -3.580694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323538 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -35806952.000000 Penalty: 6294.004883
	Iteration 38Q: 3 clusters Score -3.580695e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323538 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -35806952.000000 Penalty: 6294.004883
	Iteration 39Q: 3 clusters Score -3.580695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323539 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -35806952.000000 Penalty: 6294.004883
	Iteration 40F: 3 clusters Score -3.580695e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Entering Unmasked Estep 
Score: -755536.500000 Penalty: 2190.807129
	Iteration 0F: 2 clusters Score -755536.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -749816.750000 Penalty: 4381.614258
	Iteration 0F: 3 clusters Score -749816.8 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -751391.562500 Penalty: 4381.614258
	Iteration 1F: 3 clusters Score -751391.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -751669.125000 Penalty: 4381.614258
	Iteration 2F: 3 clusters Score -751669.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -751870.437500 Penalty: 4381.614258
	Iteration 3F: 3 clusters Score -751870.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -752065.250000 Penalty: 4381.614258
	Iteration 4Q: 3 clusters Score -752065.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -752234.875000 Penalty: 4381.614258
	Iteration 5Q: 3 clusters Score -752234.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -752389.187500 Penalty: 4381.614258
	Iteration 6Q: 3 clusters Score -752389.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -752534.750000 Penalty: 4381.614258
	Iteration 7Q: 3 clusters Score -752534.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -752689.687500 Penalty: 4381.614258
	Iteration 8Q: 3 clusters Score -752689.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -752836.812500 Penalty: 4381.614258
	Iteration 9Q: 3 clusters Score -752836.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -752963.125000 Penalty: 4381.614258
	Iteration 10Q: 3 clusters Score -752963.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -753067.187500 Penalty: 4381.614258
	Iteration 11Q: 3 clusters Score -753067.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -753189.000000 Penalty: 4381.614258
	Iteration 12Q: 3 clusters Score -753189 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -753300.062500 Penalty: 4381.614258
	Iteration 13Q: 3 clusters Score -753300.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -753395.187500 Penalty: 4381.614258
	Iteration 14Q: 3 clusters Score -753395.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -753493.625000 Penalty: 4381.614258
	Iteration 15Q: 3 clusters Score -753493.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -753573.187500 Penalty: 4381.614258
	Iteration 16Q: 3 clusters Score -753573.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -753624.625000 Penalty: 4381.614258
	Iteration 17Q: 3 clusters Score -753624.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -753660.687500 Penalty: 4381.614258
	Iteration 18Q: 3 clusters Score -753660.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -753682.187500 Penalty: 4381.614258
	Iteration 19Q: 3 clusters Score -753682.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -753697.125000 Penalty: 4381.614258
	Iteration 20F: 3 clusters Score -753697.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -753708.312500 Penalty: 4381.614258
	Iteration 21Q: 3 clusters Score -753708.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -753716.062500 Penalty: 4381.614258
	Iteration 22Q: 3 clusters Score -753716.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -753719.250000 Penalty: 4381.614258
	Iteration 23Q: 3 clusters Score -753719.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -753726.500000 Penalty: 4381.614258
	Iteration 24Q: 3 clusters Score -753726.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -753727.437500 Penalty: 4381.614258
	Iteration 25Q: 3 clusters Score -753727.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -753731.000000 Penalty: 4381.614258
	Iteration 26Q: 3 clusters Score -753731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -753731.500000 Penalty: 4381.614258
	Iteration 27Q: 3 clusters Score -753731.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -753731.500000 Penalty: 4381.614258
	Iteration 28F: 3 clusters Score -753731.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Entering Unmasked Estep 
Score: -82764.890625 Penalty: 1693.520630
	Iteration 0F: 2 clusters Score -82764.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -80888.953125 Penalty: 3387.041260
	Iteration 0F: 3 clusters Score -80888.95 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -81236.859375 Penalty: 3387.041260
	Iteration 1F: 3 clusters Score -81236.86 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -81460.093750 Penalty: 3387.041260
	Iteration 2F: 3 clusters Score -81460.09 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -81640.804688 Penalty: 3387.041260
	Iteration 3F: 3 clusters Score -81640.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -81838.648438 Penalty: 3387.041260
	Iteration 4F: 3 clusters Score -81838.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -82006.867188 Penalty: 3387.041260
	Iteration 5Q: 3 clusters Score -82006.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -82083.804688 Penalty: 3387.041260
	Iteration 6Q: 3 clusters Score -82083.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -82164.445312 Penalty: 3387.041260
	Iteration 7Q: 3 clusters Score -82164.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -82248.976562 Penalty: 3387.041260
	Iteration 8Q: 3 clusters Score -82248.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -82338.562500 Penalty: 3387.041260
	Iteration 9Q: 3 clusters Score -82338.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -82403.742188 Penalty: 3387.041260
	Iteration 10Q: 3 clusters Score -82403.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -82480.960938 Penalty: 3387.041260
	Iteration 11Q: 3 clusters Score -82480.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -82532.359375 Penalty: 3387.041260
	Iteration 12Q: 3 clusters Score -82532.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -82566.507812 Penalty: 3387.041260
	Iteration 13Q: 3 clusters Score -82566.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -82602.210938 Penalty: 3387.041260
	Iteration 14Q: 3 clusters Score -82602.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -82624.109375 Penalty: 3387.041260
	Iteration 15Q: 3 clusters Score -82624.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -82629.085938 Penalty: 3387.041260
	Iteration 16Q: 3 clusters Score -82629.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -82631.539062 Penalty: 3387.041260
	Iteration 17Q: 3 clusters Score -82631.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -82633.250000 Penalty: 3387.041260
	Iteration 18Q: 3 clusters Score -82633.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -82634.820312 Penalty: 3387.041260
	Iteration 19Q: 3 clusters Score -82634.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -82634.898438 Penalty: 3387.041260
	Iteration 20F: 3 clusters Score -82634.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -82638.554688 Penalty: 3387.041260
	Iteration 21Q: 3 clusters Score -82638.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -82638.554688 Penalty: 3387.041260
	Iteration 22F: 3 clusters Score -82638.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -101714.757812 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -101714.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -99711.546875 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -99711.55 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -100074.468750 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -100074.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -100197.632812 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -100197.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100354.625000 Penalty: 3449.973877
	Iteration 3F: 3 clusters Score -100354.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -100495.179688 Penalty: 3449.973877
	Iteration 4F: 3 clusters Score -100495.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -100594.414062 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -100594.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -100665.460938 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -100665.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -100734.171875 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -100734.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100798.406250 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -100798.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -100839.382812 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -100839.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -100888.718750 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -100888.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -100963.265625 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -100963.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -101150.359375 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -101150.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -101532.523438 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -101532.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -101679.718750 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -101679.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -101710.500000 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -101710.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -101721.179688 Penalty: 3449.973877
	Iteration 16Q: 3 clusters Score -101721.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -101730.085938 Penalty: 3449.973877
	Iteration 17Q: 3 clusters Score -101730.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101733.812500 Penalty: 3449.973877
	Iteration 18Q: 3 clusters Score -101733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101737.414062 Penalty: 3449.973877
	Iteration 19Q: 3 clusters Score -101737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101737.414062 Penalty: 3449.973877
	Iteration 20F: 3 clusters Score -101737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 94928 members 
Mstep: Class 3 contains 2749 members 
Mstep: Class 4 contains 26597 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 10783 members 
Mstep: Class 7 contains 151595 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 908 members 
Mstep: Class 10 contains 5928 members 
Mstep: Class 11 contains 20544 members 
Mstep: Class 12 contains 561 members 
Mstep: Class 13 contains 51668 members 
Mstep: Class 14 contains 15749 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 324333 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 401 members 
Mstep: Class 21 contains 8936 members 
Mstep: Class 22 contains 4729 members 
Mstep: Class 23 contains 113503 members 
Mstep: Class 24 contains 22340 members 
Entering Unmasked Estep 
Score: -98099352.000000 Penalty: 81609.500000
Splitting cluster 19 changes total score from -98100992.000000 to -98099352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (8936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Entering Unmasked Estep 
Score: -946324.875000 Penalty: 2256.265137
	Iteration 0F: 2 clusters Score -946324.9 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 4425 members 
Entering Unmasked Estep 
Score: -939332.187500 Penalty: 4512.530273
	Iteration 0F: 3 clusters Score -939332.2 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -941297.562500 Penalty: 4512.530273
	Iteration 1F: 3 clusters Score -941297.6 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -941685.250000 Penalty: 4512.530273
	Iteration 2F: 3 clusters Score -941685.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -942137.937500 Penalty: 4512.530273
	Iteration 3F: 3 clusters Score -942137.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -942631.312500 Penalty: 4512.530273
	Iteration 4F: 3 clusters Score -942631.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -943088.812500 Penalty: 4512.530273
	Iteration 5F: 3 clusters Score -943088.8 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -943535.687500 Penalty: 4512.530273
	Iteration 6F: 3 clusters Score -943535.7 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -943997.250000 Penalty: 4512.530273
	Iteration 7F: 3 clusters Score -943997.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -944390.375000 Penalty: 4512.530273
	Iteration 8F: 3 clusters Score -944390.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -944703.937500 Penalty: 4512.530273
	Iteration 9Q: 3 clusters Score -944703.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -944924.062500 Penalty: 4512.530273
	Iteration 10Q: 3 clusters Score -944924.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -945119.937500 Penalty: 4512.530273
	Iteration 11Q: 3 clusters Score -945119.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -945303.625000 Penalty: 4512.530273
	Iteration 12Q: 3 clusters Score -945303.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -945510.687500 Penalty: 4512.530273
	Iteration 13Q: 3 clusters Score -945510.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -945645.375000 Penalty: 4512.530273
	Iteration 14Q: 3 clusters Score -945645.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -945697.000000 Penalty: 4512.530273
	Iteration 15Q: 3 clusters Score -945697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -945721.875000 Penalty: 4512.530273
	Iteration 16Q: 3 clusters Score -945721.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -945737.187500 Penalty: 4512.530273
	Iteration 17Q: 3 clusters Score -945737.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -945752.750000 Penalty: 4512.530273
	Iteration 18Q: 3 clusters Score -945752.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -945761.812500 Penalty: 4512.530273
	Iteration 19Q: 3 clusters Score -945761.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -945772.562500 Penalty: 4512.530273
	Iteration 20F: 3 clusters Score -945772.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -945789.437500 Penalty: 4512.530273
	Iteration 21Q: 3 clusters Score -945789.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -945811.875000 Penalty: 4512.530273
	Iteration 22Q: 3 clusters Score -945811.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -945830.937500 Penalty: 4512.530273
	Iteration 23Q: 3 clusters Score -945830.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -945852.562500 Penalty: 4512.530273
	Iteration 24Q: 3 clusters Score -945852.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -945876.625000 Penalty: 4512.530273
	Iteration 25Q: 3 clusters Score -945876.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -945900.000000 Penalty: 4512.530273
	Iteration 26Q: 3 clusters Score -945900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -945922.500000 Penalty: 4512.530273
	Iteration 27Q: 3 clusters Score -945922.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -945945.500000 Penalty: 4512.530273
	Iteration 28Q: 3 clusters Score -945945.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -945969.750000 Penalty: 4512.530273
	Iteration 29Q: 3 clusters Score -945969.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -945988.562500 Penalty: 4512.530273
	Iteration 30Q: 3 clusters Score -945988.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -946004.750000 Penalty: 4512.530273
	Iteration 31Q: 3 clusters Score -946004.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -946008.187500 Penalty: 4512.530273
	Iteration 32Q: 3 clusters Score -946008.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -946014.625000 Penalty: 4512.530273
	Iteration 33Q: 3 clusters Score -946014.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -946023.750000 Penalty: 4512.530273
	Iteration 34Q: 3 clusters Score -946023.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -946026.000000 Penalty: 4512.530273
	Iteration 35Q: 3 clusters Score -946026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -946028.750000 Penalty: 4512.530273
	Iteration 36Q: 3 clusters Score -946028.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -946033.312500 Penalty: 4512.530273
	Iteration 37Q: 3 clusters Score -946033.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -946038.750000 Penalty: 4512.530273
	Iteration 38Q: 3 clusters Score -946038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -946039.937500 Penalty: 4512.530273
	Iteration 39Q: 3 clusters Score -946039.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -946039.562500 Penalty: 4512.530273
	Iteration 40F: 3 clusters Score -946039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -946042.000000 Penalty: 4512.530273
	Iteration 41Q: 3 clusters Score -946042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -946040.812500 Penalty: 4512.530273
	Iteration 42Q: 3 clusters Score -946040.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -946040.812500 Penalty: 4512.530273
	Iteration 43F: 3 clusters Score -946040.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Entering Unmasked Estep 
Score: -445663.375000 Penalty: 2098.444336
	Iteration 0F: 2 clusters Score -445663.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -441504.281250 Penalty: 4196.888672
	Iteration 0F: 3 clusters Score -441504.3 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -442957.406250 Penalty: 4196.888672
	Iteration 1F: 3 clusters Score -442957.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -443564.625000 Penalty: 4196.888672
	Iteration 2F: 3 clusters Score -443564.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -444046.406250 Penalty: 4196.888672
	Iteration 3F: 3 clusters Score -444046.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -444386.437500 Penalty: 4196.888672
	Iteration 4F: 3 clusters Score -444386.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -444600.718750 Penalty: 4196.888672
	Iteration 5F: 3 clusters Score -444600.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -444782.125000 Penalty: 4196.888672
	Iteration 6Q: 3 clusters Score -444782.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -444900.781250 Penalty: 4196.888672
	Iteration 7Q: 3 clusters Score -444900.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -444984.843750 Penalty: 4196.888672
	Iteration 8Q: 3 clusters Score -444984.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -445039.656250 Penalty: 4196.888672
	Iteration 9Q: 3 clusters Score -445039.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -445069.250000 Penalty: 4196.888672
	Iteration 10Q: 3 clusters Score -445069.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -445091.031250 Penalty: 4196.888672
	Iteration 11Q: 3 clusters Score -445091 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -445116.281250 Penalty: 4196.888672
	Iteration 12Q: 3 clusters Score -445116.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -445129.531250 Penalty: 4196.888672
	Iteration 13Q: 3 clusters Score -445129.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -445138.375000 Penalty: 4196.888672
	Iteration 14Q: 3 clusters Score -445138.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -445148.500000 Penalty: 4196.888672
	Iteration 15Q: 3 clusters Score -445148.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -445155.093750 Penalty: 4196.888672
	Iteration 16Q: 3 clusters Score -445155.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -445161.843750 Penalty: 4196.888672
	Iteration 17Q: 3 clusters Score -445161.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -445165.468750 Penalty: 4196.888672
	Iteration 18Q: 3 clusters Score -445165.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -445170.125000 Penalty: 4196.888672
	Iteration 19Q: 3 clusters Score -445170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -445174.968750 Penalty: 4196.888672
	Iteration 20F: 3 clusters Score -445175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -445177.562500 Penalty: 4196.888672
	Iteration 21Q: 3 clusters Score -445177.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -445179.562500 Penalty: 4196.888672
	Iteration 22Q: 3 clusters Score -445179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -445182.968750 Penalty: 4196.888672
	Iteration 23Q: 3 clusters Score -445183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -445186.718750 Penalty: 4196.888672
	Iteration 24Q: 3 clusters Score -445186.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -445187.718750 Penalty: 4196.888672
	Iteration 25Q: 3 clusters Score -445187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -445189.375000 Penalty: 4196.888672
	Iteration 26Q: 3 clusters Score -445189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -445191.312500 Penalty: 4196.888672
	Iteration 27Q: 3 clusters Score -445191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -445192.500000 Penalty: 4196.888672
	Iteration 28Q: 3 clusters Score -445192.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -445194.062500 Penalty: 4196.888672
	Iteration 29Q: 3 clusters Score -445194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -445195.218750 Penalty: 4196.888672
	Iteration 30Q: 3 clusters Score -445195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -445197.593750 Penalty: 4196.888672
	Iteration 31Q: 3 clusters Score -445197.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -445197.656250 Penalty: 4196.888672
	Iteration 32Q: 3 clusters Score -445197.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -445197.656250 Penalty: 4196.888672
	Iteration 33F: 3 clusters Score -445197.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (113503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113503 members 
Entering Unmasked Estep 
Score: -12852744.000000 Penalty: 2886.616943
	Iteration 0F: 2 clusters Score -1.285274e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 56680 members 
Entering Unmasked Estep 
Score: -12777172.000000 Penalty: 5773.233887
	Iteration 0F: 3 clusters Score -1.277717e+07 nChanged 53787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57824 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -12807642.000000 Penalty: 5773.233887
	Iteration 1F: 3 clusters Score -1.280764e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58688 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -12808426.000000 Penalty: 5773.233887
	Iteration 2Q: 3 clusters Score -1.280843e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60001 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -12809439.000000 Penalty: 5773.233887
	Iteration 3Q: 3 clusters Score -1.280944e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -12811091.000000 Penalty: 5773.233887
	Iteration 4Q: 3 clusters Score -1.281109e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -12813288.000000 Penalty: 5773.233887
	Iteration 5Q: 3 clusters Score -1.281329e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -12816292.000000 Penalty: 5773.233887
	Iteration 6F: 3 clusters Score -1.281629e+07 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74388 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -12820500.000000 Penalty: 5773.233887
	Iteration 7F: 3 clusters Score -1.28205e+07 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80828 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -12826009.000000 Penalty: 5773.233887
	Iteration 8F: 3 clusters Score -1.282601e+07 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87415 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -12831955.000000 Penalty: 5773.233887
	Iteration 9F: 3 clusters Score -1.283196e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93419 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -12837335.000000 Penalty: 5773.233887
	Iteration 10F: 3 clusters Score -1.283734e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98046 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -12841100.000000 Penalty: 5773.233887
	Iteration 11Q: 3 clusters Score -1.28411e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101527 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -12843842.000000 Penalty: 5773.233887
	Iteration 12Q: 3 clusters Score -1.284384e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104193 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -12845939.000000 Penalty: 5773.233887
	Iteration 13Q: 3 clusters Score -1.284594e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106125 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -12847499.000000 Penalty: 5773.233887
	Iteration 14Q: 3 clusters Score -1.28475e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107512 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -12848467.000000 Penalty: 5773.233887
	Iteration 15Q: 3 clusters Score -1.284847e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108527 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -12849128.000000 Penalty: 5773.233887
	Iteration 16Q: 3 clusters Score -1.284913e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109262 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -12849524.000000 Penalty: 5773.233887
	Iteration 17Q: 3 clusters Score -1.284952e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109853 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -12849839.000000 Penalty: 5773.233887
	Iteration 18Q: 3 clusters Score -1.284984e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110307 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -12849993.000000 Penalty: 5773.233887
	Iteration 19Q: 3 clusters Score -1.284999e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110651 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -12850156.000000 Penalty: 5773.233887
	Iteration 20F: 3 clusters Score -1.285016e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110902 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -12850276.000000 Penalty: 5773.233887
	Iteration 21Q: 3 clusters Score -1.285028e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111115 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -12850365.000000 Penalty: 5773.233887
	Iteration 22Q: 3 clusters Score -1.285036e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111288 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -12850459.000000 Penalty: 5773.233887
	Iteration 23Q: 3 clusters Score -1.285046e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111413 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -12850475.000000 Penalty: 5773.233887
	Iteration 24Q: 3 clusters Score -1.285048e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111509 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -12850493.000000 Penalty: 5773.233887
	Iteration 25Q: 3 clusters Score -1.285049e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -12850505.000000 Penalty: 5773.233887
	Iteration 26Q: 3 clusters Score -1.28505e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111624 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -12850529.000000 Penalty: 5773.233887
	Iteration 27Q: 3 clusters Score -1.285053e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111673 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -12850538.000000 Penalty: 5773.233887
	Iteration 28Q: 3 clusters Score -1.285054e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111718 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -12850589.000000 Penalty: 5773.233887
	Iteration 29Q: 3 clusters Score -1.285059e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111754 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -12850614.000000 Penalty: 5773.233887
	Iteration 30Q: 3 clusters Score -1.285061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111775 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -12850612.000000 Penalty: 5773.233887
	Iteration 31Q: 3 clusters Score -1.285061e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111798 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -12850610.000000 Penalty: 5773.233887
	Iteration 32Q: 3 clusters Score -1.285061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111812 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -12850613.000000 Penalty: 5773.233887
	Iteration 33Q: 3 clusters Score -1.285061e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111826 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -12850625.000000 Penalty: 5773.233887
	Iteration 34Q: 3 clusters Score -1.285062e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111835 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -12850633.000000 Penalty: 5773.233887
	Iteration 35Q: 3 clusters Score -1.285063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111845 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -12850634.000000 Penalty: 5773.233887
	Iteration 36Q: 3 clusters Score -1.285063e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111854 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -12850636.000000 Penalty: 5773.233887
	Iteration 37Q: 3 clusters Score -1.285064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111858 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -12850634.000000 Penalty: 5773.233887
	Iteration 38Q: 3 clusters Score -1.285063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111862 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -12850633.000000 Penalty: 5773.233887
	Iteration 39Q: 3 clusters Score -1.285063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111866 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -12850632.000000 Penalty: 5773.233887
	Iteration 40F: 3 clusters Score -1.285063e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111872 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -12850635.000000 Penalty: 5773.233887
	Iteration 41Q: 3 clusters Score -1.285064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111884 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -12850644.000000 Penalty: 5773.233887
	Iteration 42Q: 3 clusters Score -1.285064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111893 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -12850643.000000 Penalty: 5773.233887
	Iteration 43Q: 3 clusters Score -1.285064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111901 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -12850658.000000 Penalty: 5773.233887
	Iteration 44Q: 3 clusters Score -1.285066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111907 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -12850651.000000 Penalty: 5773.233887
	Iteration 45Q: 3 clusters Score -1.285065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111908 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -12850650.000000 Penalty: 5773.233887
	Iteration 46Q: 3 clusters Score -1.285065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111908 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -12850650.000000 Penalty: 5773.233887
	Iteration 47F: 3 clusters Score -1.285065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Entering Unmasked Estep 
Score: -2503907.000000 Penalty: 2483.505371
	Iteration 0F: 2 clusters Score -2503907 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 11195 members 
Entering Unmasked Estep 
Score: -2488437.250000 Penalty: 4967.010742
	Iteration 0F: 3 clusters Score -2488437 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2493766.750000 Penalty: 4967.010742
	Iteration 1F: 3 clusters Score -2493767 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2494257.750000 Penalty: 4967.010742
	Iteration 2F: 3 clusters Score -2494258 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2494724.750000 Penalty: 4967.010742
	Iteration 3Q: 3 clusters Score -2494725 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2495248.250000 Penalty: 4967.010742
	Iteration 4F: 3 clusters Score -2495248 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -2495896.750000 Penalty: 4967.010742
	Iteration 5F: 3 clusters Score -2495897 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2496669.500000 Penalty: 4967.010742
	Iteration 6F: 3 clusters Score -2496670 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2497565.250000 Penalty: 4967.010742
	Iteration 7F: 3 clusters Score -2497565 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2498583.250000 Penalty: 4967.010742
	Iteration 8F: 3 clusters Score -2498583 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2499635.000000 Penalty: 4967.010742
	Iteration 9F: 3 clusters Score -2499635 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2500457.500000 Penalty: 4967.010742
	Iteration 10F: 3 clusters Score -2500458 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2501072.250000 Penalty: 4967.010742
	Iteration 11Q: 3 clusters Score -2501072 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2501555.250000 Penalty: 4967.010742
	Iteration 12Q: 3 clusters Score -2501555 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -2502061.500000 Penalty: 4967.010742
	Iteration 13Q: 3 clusters Score -2502062 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2502493.500000 Penalty: 4967.010742
	Iteration 14Q: 3 clusters Score -2502494 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2502861.500000 Penalty: 4967.010742
	Iteration 15Q: 3 clusters Score -2502862 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2503146.750000 Penalty: 4967.010742
	Iteration 16Q: 3 clusters Score -2503147 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2503398.250000 Penalty: 4967.010742
	Iteration 17Q: 3 clusters Score -2503398 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2503560.000000 Penalty: 4967.010742
	Iteration 18Q: 3 clusters Score -2503560 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -2503648.250000 Penalty: 4967.010742
	Iteration 19Q: 3 clusters Score -2503648 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2503714.500000 Penalty: 4967.010742
	Iteration 20F: 3 clusters Score -2503714 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -2503753.500000 Penalty: 4967.010742
	Iteration 21Q: 3 clusters Score -2503754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -2503772.250000 Penalty: 4967.010742
	Iteration 22Q: 3 clusters Score -2503772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2503788.750000 Penalty: 4967.010742
	Iteration 23Q: 3 clusters Score -2503789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2503804.500000 Penalty: 4967.010742
	Iteration 24Q: 3 clusters Score -2503804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2503828.250000 Penalty: 4967.010742
	Iteration 25Q: 3 clusters Score -2503828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -2503844.750000 Penalty: 4967.010742
	Iteration 26Q: 3 clusters Score -2503845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2503846.750000 Penalty: 4967.010742
	Iteration 27Q: 3 clusters Score -2503847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2503854.250000 Penalty: 4967.010742
	Iteration 28Q: 3 clusters Score -2503854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2503864.000000 Penalty: 4967.010742
	Iteration 29Q: 3 clusters Score -2503864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2503862.500000 Penalty: 4967.010742
	Iteration 30Q: 3 clusters Score -2503862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2503864.500000 Penalty: 4967.010742
	Iteration 31Q: 3 clusters Score -2503864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2503866.000000 Penalty: 4967.010742
	Iteration 32Q: 3 clusters Score -2503866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -2503867.250000 Penalty: 4967.010742
	Iteration 33Q: 3 clusters Score -2503867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2503865.750000 Penalty: 4967.010742
	Iteration 34Q: 3 clusters Score -2503866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2503865.750000 Penalty: 4967.010742
	Iteration 35Q: 3 clusters Score -2503866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2503867.000000 Penalty: 4967.010742
	Iteration 36Q: 3 clusters Score -2503867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -2503865.750000 Penalty: 4967.010742
	Iteration 37Q: 3 clusters Score -2503866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2503863.750000 Penalty: 4967.010742
	Iteration 38Q: 3 clusters Score -2503864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2503863.750000 Penalty: 4967.010742
	Iteration 39F: 3 clusters Score -2503864 nChanged 0
--- Evaluating fit on full set of 2703037 points ---
Entering Unmasked Estep 
Score: -293833184.000000 Penalty: 84475.593750
25->24 Clusters: Score -293833184.000000, best is -293888160.000000

Main iterations: 0 (time per=infms)
Total iterations: 49262 (time per=399.267564ms)
Iterations metric 2: 3789848313856.000000 (time per=5.189843ns)
Iterations metric 3: 113690099580928.000000 (time per=173.002916ps)

That took 19668.718750 seconds.
